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=2785 3070 3088 2928 2970 2957 2994 3038 3159 2993 3029 3043 3104 3093 3048 2951 2996 2950 2876 2927 3147 3099 3115 3122 3184 2993 3120 3053 2994 2823 3004 3128 3044 3021 3216 3170 3139 2936 3141 3172 3128 3156 3119 3093 3041 3121 2992 2968 2977 2924 2989 3003 3135 3021 3107 3067 3090 3179 3096 3081 3014 3194 3094 3033 3134 2921 3077 3046 2871 3115 2923 3025 3039 3075 3101 3048 3121 3140 3104 2960 3004 3193 3062 3069 3039 2961 2935 2996 3036 3099 3278 3164 2986 3023 3099 3020 3067 3236 3228 3157 3082 3187 3107 3122 3062 3151 3021 3180 3155 3216 2845 3091 3097 2981 3085 3212 3006 3143 3001 3223 3004 3047 3119 3189 3163 2977 3066 3128 3062 3125 3150 3242 3176 3128 2986 3156 2992 3096 3017 3138 3157 3208 3018 3048 3174 3086 3036 3105 2991 3102 2967 2887 3243 3090 3203 3070 3043 3125 3222 3082 3188 3011 3003 3132 3135 3033 3199 3119 3076 2992 3033 3232 3118 3188 3256 3113 3146 3061 3072 3101 3105 3182 2837 3166 3156 3102 3208 3078 2865 3030 3283 2970 2973 3133 3216 3039 2985 2975 3040 3171 3080 3042 3156 3065 3101 3093 3227 2983 3140 3098 3026 3017 3056 3186 3126 2975 3041 2889 3230 3210 3119 3035 3025 3316 3265 3202 3203 3272 2932 3045 3199 3085 2865 2888 3035 3064 3105 3053 3002 3084 3114 3072 3055 3046 3083 3033 3251 3082 3145 3008 3189 3061 3046 3120 3102 3181 3116 3044 3083 2871 3062 3172 3027 3151 3102 3108 3105 3232 3087 3176 3160 3246 3265 3198 3075 2843 3125 3050 3184 3109 3034 3220 2982 3170 3081 3045 3145 3167 3057 3119 3094 2998 3034 3033 3054 3079 3043 3230 3096 3073 3009 2955 3221 3055 3156 3252 3119 3188 3102 3178 3093 3103 3175 3040 3154 3141 3193 3102 3173 2974 3080 3153 3114 3120 3064 3164 3033 3095 3019 3085 3095 3062 3158 3157 3178 3202 3161 2889 3150 2991 3099 3152 2966 3113 3093 2996 3009 3091 3179 3082 3073 3061 3245 3045 3165 3206 3178 3025 3126 3072 3097 3147 3092 3095 3135 3038 3224 3081 3140 3130 3100 3148 3153 3069 3143 3100 3180 3211 3050 2944 3148 2936 3005 3099 3194 2994 3055 3116 3159 3141 3133 2878 3091 3014 3157 2861 3094 3083 3010 3091 3167 3155 3136 3003 3252 2873 3025 2989 3016 3056 3073 3162 3076 3081 3167 3099 3093 3019 3161 3085 3053 3126 3031 3129 3104 3177 3030 3007 3154 3060 3034 3024 3141 3128 3096 3168 3031 2991 3236 3114 3129 3039 3075 3203 3109 3006 3053 3227 3188 3144 3108 2976 3084 3023 2990 3121 3072 3094 3203 3113 2981 3172 3055 3205 3107 3034 3156 3280 2980 3127 3091 3260 3152 3120 3109 3187 3306 3105 3137 3069 3246 3183 3178 3063 3029 3157 3120 3068 3078 3213 3149 3155 3139 3206 3019 3094 3102 3194 3146 3060 3191 3005 3203 3174 3129 3201 3130 3003 3025 3080 3157 2951 3044 3081 3164 3138 2993 3045 3092 3089 3111 3041 2881 3132 3259 3055 3187 3193 3251 3182 3011 3060 3158 3116 3091 2876 3116 3034 3058 3295 3115 3091 3071 2975 3160 3138 3087 3171 3032 3184 3099 3104 3177 3080 3119 2993 3143 3179 3199 2928 3039 3060 3123 3319 3094 3037 3112 3089 3166 2990 3147 3107 3041 3279 3184 3169 2950 3105 2979 2981 3202 3175 3050 3058 3238 3144 3078 3012 3050 3121 3063 3262 3222 3156 3163 2998 2993 3046 3154 3094 3159 3227 3090 3092 3013 2852 3214 3066 3069 3029 3096 3095 2857 3228 3010 3207 3062 2895 3010 3100 3014 3177 3082 3309 3215 3093 2864 3034 2820 3163 3072 3209 3019 3080 3018 3087 2928 3138 3156 3018 3144 3118 3051 3106 2990 2972 2873 3069 2858 3157 3053 2982 3070 3047 3098 3045 3172 3041 3124 3099 3155 2959 3154 2949 3038 3050 3119 2852 3120 3219 3185 3092 3081 3076 2991 2868 3207 2990 3152 3033 3145 3136 2876 3156 3082 3205 3062 3072 3043 3117 3118 3036 3079 3016 3232 3246 3247 3221 3113 3008 3071 3110 2885 3065 3014 2996 3039 2860 3058 3098 3031 3012 3097 3205 3115 2967 3156 3153 3117 2999 3024 3159 3029 2964 3095 3184 3032 3120 3015 3099 3168 2961 3251 3132 3042 3059 3198 3146 3141 3230 3023 3119 3043 3173 3184 3127 3024 3238 3161 3010 3169 3033 3099 3051 3073 3152 3229 3067 3202 3010 3254 3086 3118 3007 3186 3061 3100 3035 2978 2932 3125 2827 3139 3235 3075 3251 3070 2953 3160 3018 3122 2917 3171 3122 3130 3210 2836 3071 3116 3190 3247 3066 3220 2955 3207 2888 3169 3129 3148 3196 3272 2996 2981 3125 3181 3049 2980 3151 3036 3142 3093 3132 2916 3103 3006 3103 3120 3026 3223 3158 3125 3141 3205 3122 3149 2904 3039 3118 3146 3237 3123 2881 2910 3139 3026 3022 3137 3124 3152 3079 3130 3050 2984 3046 3108 3143 3186 3010 3079 3117 3145 3132 3085 3057 3097 3133 3118 3195 3192 3098 3092 3046 3044 3151 3080 3134 3116 3184 3060 3138 2881 3196 3090 3223 3127 3119 3035 3066 3167 3025 2996 3070 3070 3017 2964 3097 3096 2986 3193 3134 3040 3107 3138 3174 3038 3164 2967 3139 3024 3056

Tree=0
num_leaves=31
num_cat=7
split_feature=8 9 0 0 0 1 2 12 0 12 1 0 2 12 2 6 2 2 2 2 2 2 2 2 2 0 2 8 0 2
split_gain=132.767 21.5185 19.8845 10.981 8.03209 5.77408 2.94436 2.67452 2.48798 2.4584 3.37099 2.43887 2.15837 1.89644 1.23164 1.87292 1.66357 1.20883 1.19263 1.13834 1.06853 1.00618 0.924742 2.63176 1.13043 0.778678 0.727071 0.692239 0.67047 0.660776
threshold=0 1 43.175000000000004 30.500000000000004 36.900000000000006 5.5000000000000009 4.5000000000000009 2 46.250000000000007 3 3.5000000000000004 31.500000000000004 5.5000000000000009 4 59.500000000000007 5 12.500000000000002 23.500000000000004 29.500000000000004 22.500000000000004 100.50000000000001 16.500000000000004 50.500000000000007 44.500000000000007 84.500000000000014 23.500000000000004 77.500000000000014 6 18.500000000000004 492.00000000000006
decision_type=9 9 8 10 10 10 8 9 10 9 10 10 8 9 10 9 10 10 10 8 8 10 10 10 10 10 10 9 10 10
left_child=9 2 3 28 -5 7 -4 -6 20 10 -1 -3 25 19 15 16 -9 -18 -14 -13 -8 -17 23 -20 -24 -12 -16 -11 -2 -26
right_child=1 11 6 4 5 -7 8 14 -10 27 12 13 18 -15 26 21 17 -19 22 -21 -22 -23 24 -25 29 -27 -28 -29 -30 -31
leaf_value=9.3645149230957028 9.3622521209716805 9.3688407135009761 9.3648820114135738 9.3726021385192873 9.366422691345214 9.3724035263061527 9.361147918701171 9.3651111984252928 9.3592384338378913 9.3606295204162606 9.3591223144531241 9.3712767410278328 9.3594491577148435 9.3726542663574222 9.3681893920898442 9.3651111984252928 9.3599983215332028 9.3634654617309572 9.3592644119262687 9.3674417877197271 9.363729209899903 9.3637552642822257 9.3591223144531241 9.3645163345336915 9.360003929138184 9.3641621780395514 9.3649774360656739 9.3591223144531241 9.3598399353027339 9.3615237236022946
leaf_weight=62 41 30 26 164 267 62 49 72 77 126 30 54 237 397 25 67 28 32 101 53 41 43 62 31 89 47 58 458 47 26
leaf_count=62 41 30 26 164 267 62 49 72 77 126 30 54 237 397 25 67 28 32 101 53 41 43 62 31 89 47 58 458 47 26
internal_value=9.36343 9.37095 9.36766 9.37018 9.37162 9.36962 9.35607 9.36839 9.35412 9.35377 9.35587 9.37751 9.35487 9.37842 9.36573 9.36433 9.36121 9.35614 9.35399 9.37095 9.35873 9.36797 9.35568 9.35829 9.35378 9.36118 9.36996 9.3515 9.35681 9.35625
internal_weight=2902 1633 1099 906 818 654 193 592 167 1269 685 534 623 504 325 242 132 60 546 107 90 110 309 132 177 77 83 584 88 115
internal_count=2902 1633 1099 906 818 654 193 592 167 1269 685 534 623 504 325 242 132 60 546 107 90 110 309 132 177 77 83 584 88 115
cat_boundaries=0 29 31 32 34 35 36 57
cat_threshold=1342177280 12 4 0 2147483648 0 262144 2147483648 0 0 0 131072 10240 0 0 0 0 0 33558528 0 384 0 20971520 8 0 49152 0 0 524288 257 30720 16811266 1050978 34 16844864 140 0 0 0 0 0 0 262144 2147483648 0 0 0 131072 8192 0 0 0 0 0 0 0 128
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=7
split_feature=8 9 0 0 0 0 6 0 3 4 2 12 0 12 8 2 0 0 8 5 2 2 3 2 2 2 3 0 0 2
split_gain=108.33 21.7559 15.5279 9.7539 8.82324 3.9106 3.13062 2.87868 2.87419 2.8483 2.67503 2.67199 2.44889 2.24918 2.46237 1.87067 1.52174 1.43024 1.52704 1.33818 1.24871 1.97308 1.08939 1.05309 1.03306 1.56259 0.959999 0.952116 1.21706 0.786273
threshold=0 1 43.175000000000004 30.500000000000004 36.900000000000006 31.500000000000004 2 42.960000000000008 1999.5000000000002 1.0000000180025095e-35 172.50000000000003 3 48.175000000000004 4 5 14.500000000000002 16.750000000000004 40.250000000000007 6 3.5000000000000004 79.500000000000014 58.500000000000007 2015.5000000000002 5.5000000000000009 39.500000000000007 7.5000000000000009 1975.5000000000002 18.500000000000004 23.500000000000004 99.000000000000014
decision_type=9 9 8 10 10 10 9 10 10 10 8 9 8 9 9 10 10 10 9 8 10 10 10 10 10 10 10 10 10 10
left_child=13 2 3 27 -5 -3 -6 26 10 -9 11 -8 23 14 20 -13 -16 18 -15 -18 21 24 -10 -4 25 -1 -7 -2 -29 -22
right_child=1 5 12 4 6 7 8 9 22 -11 -12 15 -14 17 16 -17 19 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00034438171386717896 -0.0013615753173828438 -0.00072004394531248299 3.5214233398441767e-05 0.008117078399658197 0.002636377716064473 0.0080524703979492074 -0.0014653793334960597 0.00080363006591795735 0.0047508407592773243 0.0083032104492187387 0.0020897174835205236 0.0033924545288085994 -0.0046921081542969038 -0.002795542144775425 -0.0046874633789062157 -0.00030304107666012214 -0.0020392242431640285 -0.0046874633789062157 -0.0046874633789062157 -0.0042305664062499918 0.00019531097412112786 -0.0046874633789062157 0.0010618652343750057 -0.0027428833007812161 -2.0393371582017041e-05 -0.0046874633789062157 0.0095521507263183376 -0.0047018157958984121 -0.0021639450073242016 -0.0046874633789062157
leaf_weight=51 43 28 64 169 132 257 111 47 67 32 84 83 62 113 50 143 51 43 403 191 25 26 45 77 61 131 192 26 25 61
leaf_count=51 43 28 64 169 132 257 111 47 67 32 84 83 62 113 50 143 51 43 403 191 25 26 45 77 61 131 192 26 25 61
internal_value=-6.21977e-05 0.00646643 0.0032049 0.00542519 0.0068024 0.0129101 0.00471471 0.013913 0.003125 0.00675 0.00165877 5.91716e-05 -0.00676471 -0.00917009 -0.00714286 0.00253165 -0.010033 -0.0113333 -0.0109091 -0.0116872 -0.00453552 -0.006 0.00884956 -0.00380282 -0.00483607 -0.0063388 0.0151556 -0.00673684 -0.0103846 -0.00045977
internal_weight=2893 1687 1131 928 834 556 665 528 533 79 421 337 203 1206 647 226 292 559 516 242 355 269 112 141 243 182 449 94 51 86
internal_count=2893 1687 1131 928 834 556 665 528 533 79 421 337 203 1206 647 226 292 559 516 242 355 269 112 141 243 182 449 94 51 86
cat_boundaries=0 29 31 32 33 35 64 85
cat_threshold=1342177280 12 4 0 2147483648 0 262144 2147483648 0 0 0 33685504 2048 0 0 0 0 0 33558528 0 384 0 20971520 8 0 32768 0 0 524288 257 30720 80 60448 1075458 32 0 0 0 0 2147483648 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20971520 0 0 32768 0 0 524288 0 8 0 0 0 0 262144 0 0 0 0 131072 0 0 0 0 0 0 0 0 128
is_linear=0
shrinkage=0.04


Tree=2
num_leaves=31
num_cat=5
split_feature=8 0 0 8 2 0 3 12 1 2 0 0 2 1 12 8 2 1 2 0 2 2 2 2 1 2 1 2 0 2
split_gain=98.2606 19.5016 15.0034 6.54863 4.05808 3.56182 6.07997 5.02516 3.50832 3.40302 2.66035 2.59933 2.28743 2.01328 1.80054 1.99802 3.64977 1.67981 2.20678 1.14176 0.896497 1.12228 0.892574 0.790478 0.781237 1.73172 0.703057 0.696007 0.596445 0.582788
threshold=0 42.960000000000008 30.500000000000004 1 4.5000000000000009 36.900000000000006 1976.5000000000002 2 3.5000000000000004 49.500000000000007 18.500000000000004 46.250000000000007 45.500000000000007 5.5000000000000009 3 4 73.500000000000014 5.5000000000000009 13.500000000000002 40.250000000000007 30.500000000000004 8.5000000000000018 32.500000000000007 10.500000000000002 3.5000000000000004 203.50000000000003 5.5000000000000009 57.500000000000007 24.500000000000004 37.500000000000007
decision_type=9 8 10 9 8 10 10 9 10 10 10 8 10 8 9 9 10 10 10 10 8 10 8 10 10 8 10 10 10 10
left_child=8 2 10 12 -3 24 7 9 29 13 -2 22 -4 20 15 16 -10 18 -9 -16 21 -7 -6 -17 -5 -26 -8 -20 -12 -1
right_child=1 4 3 5 11 6 26 17 14 -11 28 -13 -14 -15 19 23 -18 -19 27 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.004499964843749993 0.00059003430175778252 0.0016390821533203593 -0.0016423962554932103 0.0095036506958008013 -0.0026331679687499588 0.004191794982910153 0.0051325044250488359 0.0016175353088379296 -0.0045056487426757743 0.00060832792663578772 -0.0043733714599608932 -0.0042906863403320726 0.0025480397338867532 0.0084510315551758457 -0.004499964843749993 -0.0020059650268554564 0.00055483557128901853 0.00809786840820312 -0.0014067641601562286 -0.004499964843749993 0.0047903798065185299 0.0010215271606445952 0.00072122982788087604 -0.0040613437500000059 0.005255136306762687 0.010461939483642553 0.0093031510925293045 0.00095085913085938504 -0.0020773872070312649 0.00015158782958984318
leaf_weight=75 44 49 68 137 51 87 313 135 127 64 41 108 35 95 652 52 35 30 85 42 27 80 72 159 38 30 40 59 29 57
leaf_count=75 44 49 68 137 51 87 313 135 127 64 41 108 35 95 652 52 35 30 85 42 27 80 72 159 38 30 40 59 29 57
internal_value=-6.85636e-05 0.00605324 0.0079694 0.00916918 -0.00355872 0.00994314 0.00903543 0.00675716 -0.00880992 0.00994505 -0.00591304 -0.00577586 -0.000877193 0.012069 -0.00964419 -0.00661458 -0.00277457 0.0026875 0.00178571 -0.0110071 0.00964103 0.00845238 -0.00177419 -0.00927928 0.0148544 0.0110145 0.0132768 -0.00165517 -0.0107042 -0.00270677
internal_weight=2916 1717 1437 1323 280 1220 1015 662 1199 353 114 231 103 289 1067 373 162 309 279 694 194 167 123 211 205 68 353 144 70 132
internal_count=2916 1717 1437 1323 280 1220 1015 662 1199 353 114 231 103 289 1067 373 162 309 279 694 194 167 123 211 205 68 353 144 70 132
cat_boundaries=0 29 59 61 63 86
cat_threshold=1342177280 12 4 0 2147483648 0 262144 2147483648 0 0 0 131072 2048 0 0 0 0 0 33558528 0 384 0 20971520 8 0 0 0 0 524288 0 0 0 0 0 0 0 0 0 0 0 2048 8192 0 0 0 0 0 0 0 0 0 0 0 0 16384 64 0 0 4096 33026 32 2306 32 0 0 0 0 2147483648 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20971520
is_linear=0
shrinkage=0.04


Tree=3
num_leaves=31
num_cat=8
split_feature=7 9 0 1 6 6 3 0 0 1 1 2 0 2 0 0 6 3 13 18 0 0 0 2 2 3 0 3 7 2
split_gain=73.0704 29.9831 18.9293 11.3507 7.81453 5.85988 3.79769 2.98918 3.12433 5.77667 2.97321 2.59718 3.18123 2.28715 2.14497 2.6006 1.86876 2.04902 2.02618 1.2865 1.25778 1.4252 1.13478 1.11634 1.01994 0.997122 0.868815 0.823436 0.938531 1.48356
threshold=0 1 42.250000000000007 5.5000000000000009 2 3 2010.5000000000002 40.250000000000007 35.250000000000007 5.5000000000000009 3.5000000000000004 4.5000000000000009 46.250000000000007 187.50000000000003 40.675000000000004 33.175000000000004 4 2014.5000000000002 5 6 29.500000000000004 37.750000000000007 29.500000000000004 8.5000000000000018 169.50000000000003 2000.5000000000002 42.710000000000008 2018.5000000000002 7 23.500000000000004
decision_type=9 9 8 8 9 9 8 10 10 10 10 8 10 10 10 10 9 8 9 9 10 10 10 8 8 10 10 10 9 10
left_child=5 2 3 4 22 10 -7 8 9 -5 -1 -4 24 16 15 -3 25 -18 -19 -16 -20 -22 -2 -8 -13 -6 27 28 29 -12
right_child=1 14 11 7 13 6 23 -9 -10 -11 26 12 -14 -15 19 -17 17 18 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0043199662499999649 -0.0043290349829101515 0.0029925485815429911 0.00055585520507815287 0.0098483149096679767 0.0027485069030762331 0.0044177895751953142 0.0015555932653808213 0.00012119921630862507 0.006299082426757821 -0.0043199662499999649 -0.0036282216040039472 -0.003688649874267611 -0.0043327963745117869 0.0031598216149902217 0.010027893430175752 0.0089310250488281191 0.003195401055908249 -0.0015383419564819435 -0.0035563467578124631 0.0017891811596680185 0.0050616667401122582 0.00088752038177485558 -0.0017881562579346168 -0.0020568596655273553 -0.00043347965576174375 0.00074213778076178023 -0.0043199662499999649 -0.003262570314941371 -0.0043199662499999649 -0.0031679048486328298
leaf_weight=113 30 29 40 34 74 42 25 37 195 30 162 93 81 39 47 392 68 118 32 49 26 106 133 97 50 27 42 35 481 212
leaf_count=113 30 29 40 34 74 42 25 37 195 30 162 93 81 39 47 392 68 118 32 49 26 106 133 97 50 27 42 35 481 212
internal_value=0.000278912 0.00553705 0.00204248 0.00469474 0.00174312 -0.00722951 0 0.0111785 0.0126923 0.00492308 -0.00835227 -0.00739623 -0.00906667 0.00423154 0.0135227 0.0150237 0.00349558 0.00188366 0.000424028 0.00824742 0.0032 0.00511278 -0.00563218 -0.00357724 -0.00541667 0.00803571 -0.00917471 -0.00888889 -0.00913551 -0.00675325
internal_weight=2939 1730 1213 949 653 1209 164 296 259 64 1045 264 224 490 517 421 451 350 282 96 164 132 163 122 143 101 932 890 855 374
internal_count=2939 1730 1213 949 653 1209 164 296 259 64 1045 264 224 490 517 421 451 350 282 96 164 132 163 122 143 101 932 890 855 374
cat_boundaries=0 18 20 21 22 23 24 25 38
cat_threshold=0 144 67108864 2622084 0 134225922 131072 809631744 33622016 402653184 8192 64 8388608 0 0 0 128 256 257 30720 256 266 80 12 4 0 16 67108864 0 0 0 131072 805306368 2048 0 0 0 8388608
is_linear=0
shrinkage=0.04


Tree=4
num_leaves=31
num_cat=9
split_feature=8 0 0 12 11 9 0 0 0 6 6 0 0 7 4 4 12 5 3 0 12 0 0 3 4 0 0 0 3 5
split_gain=88.5411 18.9233 13.8317 6.8633 4.68815 3.63578 3.52288 3.20759 3.04383 2.75895 2.24897 1.77825 1.70361 2.43736 1.76834 1.66907 1.6026 2.02562 1.34242 1.23676 1.57282 1.18803 0.830582 0.717722 0.657624 0.645005 0.582466 0.576052 0.529464 0.499598
threshold=0 42.250000000000007 30.500000000000004 1 2 3 36.900000000000006 14.500000000000002 51.32500000000001 4 5 47.750000000000007 42.250000000000007 6 520.00000000000011 8.0000000000000018 7 3.5000000000000004 2018.5000000000002 27.250000000000004 8 18.500000000000004 39.07500000000001 2013.5000000000002 8181455000.000001 24.500000000000004 38.57500000000001 35.600000000000009 2005.5000000000002 2.5000000000000004
decision_type=9 8 10 9 9 9 10 10 10 9 9 10 10 9 8 10 9 8 8 10 9 10 10 8 8 10 10 10 8 8
left_child=7 2 21 9 24 6 27 -1 11 29 28 -6 13 19 -15 18 -16 -18 -12 20 -9 -2 -11 -24 -3 -23 -21 -5 -8 -4
right_child=1 4 3 5 8 -7 10 12 -10 22 15 -13 -14 14 16 -17 17 -19 -20 26 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0041471675999999744 -0.00028050973935556556 0.0039066217826660577 0.002507027605834935 0.0078026766594238243 -0.0028590535249512074 0.0086197248373535377 0.0044008132272949753 -0.0041471675999999744 -0.0041594845195313465 0.007831672657519561 0.0027496465900634704 0.00075263963945317871 -0.0041471675999999744 -0.0041777123796874352 -1.4872280175808327e-05 -0.0014802814414062128 -0.0012679405709716818 -0.0036372529172363955 0.00085248495267336471 -0.0041471675999999744 -0.0041471675999999744 -0.0037714963845214555 0.0033745323403320529 0.00092381748062734918 0.0016337128437622184 -0.0023019740114746411 -0.0030598585131591705 0.0077100982556640935 0.003275754553381418 -0.00058810034219973777
leaf_weight=151 43 38 25 74 147 358 29 132 43 31 48 50 76 28 101 32 88 211 128 76 253 31 35 89 62 32 147 76 207 100
leaf_count=151 43 38 25 74 147 358 29 132 43 31 48 50 76 28 101 32 88 211 128 76 253 31 35 89 62 32 147 76 207 100
internal_value=3.39905e-05 0.00603908 0.00821509 0.00940795 -0.00234604 0.0110073 0.00859504 -0.00792779 -0.00525896 0.00343643 0.00692135 -0.00333333 -0.00873315 -0.00829315 -0.00546697 0.00328767 -0.00488778 -0.00625806 0.00497175 -0.0100162 -0.00875648 -0.00560748 0.00686747 0.00576 0.00468468 -0.0090625 -0.0125893 0.0140397 0.00955466 -0.00102941
internal_weight=2941 1678 1338 1232 340 952 594 1263 240 280 444 197 1112 1036 428 208 400 299 176 608 385 106 155 124 100 63 223 150 236 125
internal_count=2941 1678 1338 1232 340 952 594 1263 240 280 444 197 1112 1036 428 208 400 299 176 608 385 106 155 124 100 63 223 150 236 125
cat_boundaries=0 29 31 34 36 37 38 47 49 50
cat_threshold=1342177280 12 4 0 2147483648 0 262144 0 0 0 0 33685504 10240 0 0 0 0 0 33558528 0 384 0 20971520 8 0 49152 64 0 524288 84032 2 0 0 524288 0 30720 392 464 0 128 0 0 0 0 131072 131072 33622016 1050912 32 83951936
is_linear=0
shrinkage=0.04


Tree=5
num_leaves=31
num_cat=8
split_feature=7 6 7 12 1 2 12 6 5 3 2 4 1 2 2 2 6 4 3 1 2 2 12 2 2 2 2 2 2 2
split_gain=57.4047 23.2246 6.53367 6.10821 5.28321 3.39595 3.48011 3.38311 2.28313 2.22076 1.90857 1.76884 2.05862 2.17385 1.33488 1.46267 1.21257 1.34343 1.5128 1.1533 1.36523 1.15142 1.14203 1.50624 1.02316 1.27706 0.950293 0.899026 1.00165 0.860942
threshold=0 1 2 3 3.5000000000000004 29.500000000000004 4 5 1.5000000000000002 1997.5000000000002 6.5000000000000009 16829230000.000002 3.5000000000000004 1550.0000000000002 44.500000000000007 51.500000000000007 6 12000.000000000002 2004.5000000000002 1.0000000180025095e-35 14.500000000000002 66.500000000000014 7 7.5000000000000009 41.500000000000007 13.500000000000002 18.500000000000004 99.000000000000014 73.500000000000014 64.500000000000014
decision_type=9 9 9 9 10 10 9 9 10 10 8 10 10 8 10 10 9 8 10 10 8 10 9 10 10 10 10 10 10 10
left_child=4 22 -3 7 -1 10 14 -4 11 19 -6 12 -5 16 -7 -16 24 -18 29 -9 -21 -17 23 -2 25 -14 -11 28 -23 -19
right_child=1 2 3 8 5 6 -8 9 -10 26 -12 -13 13 -15 15 21 17 18 -20 20 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00073386593401863825 0.0015723983067499603 0.0067630541964472718 0.0014388909579981402 0.0066689573932666238 -0.003981280896000001 -0.003981280896000001 -0.003981280896000001 0.0020348116801738314 -0.0016614825437613234 0.0049374816499560123 -0.0039889096896006037 -0.0006957986248306014 0.0017046271549082093 -0.00016340018522271294 0.0009682270996054143 -0.003981280896000001 0.0068294715833555134 0.0026059944897284739 0.0056362689181269588 0.00072568372136466058 -0.0032651602134216519 -0.0035533619716376919 -0.003091893094357907 -0.0016720489713218357 0.0020519284247817638 -0.0017939880163344313 -0.00024684317167867676 -0.0038401157348671691 0.00069930144042572805 -0.00037133823405078204
leaf_weight=117 31 330 121 140 98 87 195 50 32 40 316 26 77 55 30 32 46 175 93 69 146 26 226 126 50 42 38 62 27 27
leaf_count=117 31 330 121 140 98 87 195 50 32 40 316 26 77 55 30 32 46 175 93 69 146 26 226 126 50 42 38 62 27 27
internal_value=-0.000286592 0.00371092 0.0058801 0.00444265 -0.00807193 -0.00922197 -0.00682609 0.000757895 0.00664083 -0.00129944 -0.0118554 0.00718579 0.00756374 0.00646643 -0.00334545 -0.00146067 0.00727984 0.00869318 0.00790541 -0.00308271 -0.00435185 -0.00310811 -0.00502538 -0.00202381 0.00366667 0.00183333 0.00455696 -0.0012069 0.00259259 0.00591133
internal_weight=2930 1940 1557 1227 990 873 459 464 763 343 414 731 705 565 264 177 510 341 295 265 215 147 383 157 169 119 78 115 53 202
internal_count=2930 1940 1557 1227 990 873 459 464 763 343 414 731 705 565 264 177 510 341 295 265 215 147 383 157 169 119 78 115 53 202
cat_boundaries=0 11 12 29 31 33 34 35 37
cat_threshold=0 128 1140850688 524804 0 0 131072 805437440 33619968 134217728 8192 256 268435459 1 34611200 10240 0 0 0 8192 2048 32 0 128 0 0 0 32 1073741840 67201120 2 174370 32 18 12 67108866 32
is_linear=0
shrinkage=0.04


Tree=6
num_leaves=31
num_cat=7
split_feature=7 0 0 1 1 7 0 2 5 12 2 12 0 5 2 18 12 2 4 0 3 2 2 3 2 2 3 2 18 0
split_gain=60.6755 21.3758 12.9046 5.41287 4.89536 3.94029 4.54083 3.57631 3.25476 2.86741 2.73544 2.72605 2.43028 2.02502 1.89472 2.34908 1.747 1.73041 1.67381 1.64702 1.64022 1.25552 1.21369 1.1839 1.16311 1.27126 0.981457 0.978819 0.906194 1.68164
threshold=0 42.960000000000008 30.500000000000004 3.5000000000000004 5.5000000000000009 1 39.07500000000001 29.500000000000004 1.5000000000000002 2 19.500000000000004 3 40.250000000000007 1.0000000180025095e-35 4.5000000000000009 4 5 1.5000000000000002 13004860000.000002 48.175000000000004 2010.5000000000002 19.500000000000004 44.500000000000007 1999.5000000000002 57.500000000000007 71.500000000000014 2009.5000000000002 12.500000000000002 6 39.07500000000001
decision_type=9 8 10 10 8 9 10 10 10 9 10 9 10 10 8 9 9 10 8 8 8 10 10 10 10 10 10 10 9 10
left_child=3 2 27 -1 8 6 10 -7 9 -4 -5 19 28 16 -13 18 22 -11 -16 -3 -8 -14 -9 -19 -24 -26 -25 -2 29 -6
right_child=1 11 4 5 12 7 20 13 -10 17 -12 14 21 -15 15 -17 -18 23 -20 -21 -22 -23 24 26 25 -27 -28 -29 -30 -31
leaf_value=0.00053151966055015271 -0.0034802028038635412 -0.002330670350785624 0.00079726784523082017 0.00066966640052811498 0.0083884915633549891 -0.0038220296601600267 0.0021152802284960617 -0.0038274862031288139 -0.00091105282850897137 -0.00030095584168673642 -0.0038885087035252044 0.0012273068856784165 0.0090018516157340054 -0.0038576051722257177 0.0015944665641859147 -0.0039095443306630525 -0.0038220296601600267 0.002893406314725695 -0.0012849553353711941 -0.00391936291193371 -0.00036028046369580125 -8.9620118274744693e-05 0.00087406189257436043 0.0064859979064821258 -0.0038220296601600267 -9.6078978750711036e-05 0.0033644092181050311 -0.0023331406003435262 0.0072020099354482168 0.002091980881955884
leaf_weight=130 48 87 129 25 59 412 31 85 82 30 88 36 54 30 38 74 171 410 28 36 113 38 33 91 40 74 126 83 201 64
leaf_count=130 48 87 129 25 59 412 31 85 82 30 88 36 54 30 38 74 171 410 28 36 113 38 33 91 40 74 126 83 201 64
internal_value=-0.000312182 0.00454493 0.00662429 -0.00704747 0.00784436 -0.00801451 -0.00320896 -0.00932243 0.00612198 0.00691233 -0.00929825 -0.00513333 0.0114149 -0.00686636 -0.00149733 -0.00368794 -0.00608911 0.00793413 0.00179104 -0.00940299 0.00137931 0.0055914 -0.00329218 0.00850318 -0.00121622 -0.00313043 0.0109174 -0.00530303 0.0130462 0.0101613
internal_weight=2946 1714 1415 1232 1284 1102 257 845 868 786 113 299 416 433 176 140 403 657 66 123 144 92 232 627 147 114 217 131 324 123
internal_count=2946 1714 1415 1232 1284 1102 257 845 868 786 113 299 416 433 176 140 403 657 66 123 144 92 232 627 147 114 217 131 324 123
cat_boundaries=0 18 35 37 38 39 41 42
cat_threshold=0 144 1140850688 2621956 524288 10306 33685504 805437440 33622016 402653184 8192 64 8388608 0 0 0 128 256 0 16 1140850688 512 0 10306 33554432 0 2048 0 0 64 8388608 0 0 0 128 67258432 2 98624 4 1091874 32 4
is_linear=0
shrinkage=0.04


Tree=7
num_leaves=31
num_cat=8
split_feature=8 9 0 7 11 0 1 0 0 1 12 0 12 1 12 8 2 2 2 3 3 0 2 2 2 2 2 2 0 0
split_gain=73.4466 19.5248 13.0881 9.57755 7.59892 5.20862 4.28105 3.7683 5.33654 3.80652 4.28132 3.08755 2.66871 2.39465 2.64811 2.32255 1.7627 1.70075 1.59657 1.93062 1.56883 1.44303 1.37927 1.3308 1.30389 1.29725 1.0509 0.928598 0.866754 0.84721
threshold=0 1 42.960000000000008 2 3 30.500000000000004 3.5000000000000004 30.500000000000004 38.57500000000001 5.5000000000000009 4 48.175000000000004 5 5.5000000000000009 6 7 5.5000000000000009 36.500000000000007 38.500000000000007 1975.5000000000002 2019.5000000000002 35.600000000000009 5.5000000000000009 49.500000000000007 262.50000000000006 84.500000000000014 29.500000000000004 12.500000000000002 31.500000000000004 42.250000000000007
decision_type=9 9 8 9 9 10 10 10 10 10 9 8 9 8 9 9 8 10 8 10 8 10 8 10 10 10 10 10 10 10
left_child=6 2 3 27 28 -3 -1 -6 21 10 -10 16 15 14 18 25 -4 -14 19 -7 -17 -9 -16 26 -19 -8 -12 -2 -5 -22
right_child=1 5 11 4 7 13 12 8 9 -11 23 -13 17 -15 22 20 -18 24 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0039731870450612659 -0.00096729849710968101 -0.0020910722937242101 0.00040291961059004679 -0.0038121381201709427 -0.0022082383167015252 0.0011877103377648979 -0.0036748323726794041 0.0056089546445964797 0.0017253519631283964 0.0053450252493383492 4.3631356961562064e-05 -0.0038643330377504271 -0.0036754294353069385 0.012552734648775826 0.0048169887750543691 -0.0037754162082448061 -0.0028493157097154056 -0.0036691484737536228 -0.00069555068994013429 0.0053041932834045728 -0.0018818713373985219 0.0071014736214775808 0.0078633525514761257 0.00099951838688099319 -0.0037664231590456153 0.00069655191101528405 -0.0033009688920610713 -0.0023821813098432901 -0.00086358140057456016 -0.0037133911812367161
leaf_weight=133 44 26 29 25 50 43 140 75 256 63 160 58 322 114 57 65 122 252 26 31 174 95 231 61 39 44 28 70 78 27
leaf_count=133 44 26 29 25 50 43 140 75 256 63 160 58 322 114 57 65 122 252 26 31 174 95 231 61 39 44 28 70 78 27
internal_value=-0.000462742 0.00476897 0.00192653 0.00383698 0.00521064 0.0111317 -0.00805302 0.0065582 0.0073613 0.0054833 0.0043083 -0.00714286 -0.00896617 0.0122465 0.0106941 -0.00607375 -0.00407895 -0.0108013 0.0036036 0.00693333 -0.00851986 0.0135673 0.0125753 0.000384615 -0.00869863 -0.00225641 -0.00126984 -0.00672 -0.00473684 -0.0070297
internal_weight=2938 1742 1214 1005 891 528 1196 788 738 568 505 209 1063 502 388 450 151 613 100 74 266 170 288 249 291 184 188 114 103 201
internal_count=2938 1742 1214 1005 891 528 1196 788 738 568 505 209 1063 502 388 450 151 613 100 74 266 170 288 249 291 184 188 114 103 201
cat_boundaries=0 29 31 42 44 46 48 49 72
cat_threshold=1342177280 12 4 0 2147483648 0 262144 2147483648 0 0 0 0 8192 0 0 0 0 0 33558528 0 384 0 20971520 8 0 32768 0 0 524288 385 30720 0 0 0 4 32 0 131072 536870912 65536 0 32 32800 1049600 40962 32 1050690 32 73824 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 20971520
is_linear=0
shrinkage=0.04


Tree=8
num_leaves=31
num_cat=10
split_feature=8 9 7 8 1 12 1 12 9 1 6 2 8 2 2 4 3 3 3 2 2 1 4 2 8 3 2 1 2 2
split_gain=70.4996 17.1114 6.98076 6.59532 5.89244 4.08655 3.9634 3.89373 2.79787 2.16323 2.09349 1.91857 1.79691 2.24954 1.75455 1.67287 1.63682 2.00695 1.58292 1.49628 1.40552 1.28099 1.18799 1.17569 1.16919 1.12607 1.10394 1.32237 0.998123 0.97003
threshold=0 1 2 3 5.5000000000000009 4 3.5000000000000004 5 6 3.5000000000000004 7 9.5000000000000018 8 29.500000000000004 92.500000000000014 8747595000.0000019 2011.5000000000002 2018.5000000000002 2019.5000000000002 7.5000000000000009 14.500000000000002 3.5000000000000004 141.00000000000003 59.500000000000007 9 2022.5000000000002 99.000000000000014 5.5000000000000009 8.5000000000000018 44.500000000000007
decision_type=9 9 9 9 8 9 10 9 9 10 9 8 9 10 10 10 8 10 8 10 8 10 10 10 9 8 8 10 10 10
left_child=5 2 23 -4 7 6 -1 14 9 -3 -9 -6 13 28 20 26 -11 -18 -12 -14 -5 -7 -21 -2 29 -10 -13 -28 -8 -23
right_child=1 8 3 4 11 21 12 10 25 16 18 15 19 -15 -16 -17 17 -19 -20 22 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011840309469950227 0.0034919633073202763 0.010313545765748699 0.002994368594959127 -0.00052750833033670124 0.0067532399367227214 -0.003814259563258844 -0.0014054472270778717 -0.0012337738747854844 0.011867417663274368 0.0045625857202319505 0.0027834600935481291 0.00034531267053939275 0.00051703649784911937 0.00040637375738654667 0.00076631293932962309 -0.00081811835156038633 0.00013257147980439755 0.0060884929689389369 0.00037078051961735524 -0.0034381574022786764 -0.0029484250014818513 -0.0022552373557640239 -0.0024380918817919904 0.0094077653161861712 -0.0035223825348035119 0.00883023565900448 0.0036541397693390823 -0.00073593512083036216 -0.0035550929889247131 0.00034233784270131906
leaf_weight=42 73 39 105 79 41 92 28 269 115 55 41 76 25 126 27 32 121 25 110 150 148 99 25 41 597 190 101 27 53 28
leaf_count=42 73 39 105 79 41 92 28 269 115 55 41 76 25 126 27 32 121 25 110 150 148 99 25 41 597 190 101 27 53 28
internal_value=-0.000254948 0.00501738 0.00223539 0.00116214 6.23701e-05 -0.00738245 -0.00404348 -0.00195556 0.0108273 0.00669323 0.000464037 0.00496403 -0.00534314 -0.00229358 -0.00573585 0.0035443 0.00524752 0.0029932 0.00407407 -0.00796209 -0.00710526 -0.00914148 -0.00965909 0.0112 -0.00982069 0.0137342 0.00487805 0.00713178 -0.00756098 -0.00478261
internal_weight=2980 1715 1170 1056 951 1265 449 674 545 240 420 277 407 207 254 236 201 146 151 200 227 816 175 114 724 305 204 128 81 127
internal_count=2980 1715 1170 1056 951 1265 449 674 545 240 420 277 407 207 254 236 201 146 151 200 227 816 175 114 724 305 204 128 81 127
cat_boundaries=0 29 31 48 68 70 72 74 75 101 130
cat_threshold=1342177280 12 4 0 2147483648 0 262144 2147483648 0 0 0 33685504 2048 0 0 0 0 0 33558528 0 384 0 20971520 8 0 16384 0 0 524416 257 30720 0 0 0 0 0 0 0 8192 0 32 0 128 16 0 0 0 1073741840 0 2048 0 0 0 0 0 0 0 0 0 2052 0 0 0 0 0 0 0 8192 2306 32 16861248 34 128 20 396 0 0 0 0 2147483648 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 256 0 20971520 0 0 16384 0 0 0 0 0 0 0 0 0 0 0 131072 2048 0 0 0 0 0 0 0 128 0 0 0 0 0 0 0 524288
is_linear=0
shrinkage=0.04


Tree=9
num_leaves=31
num_cat=6
split_feature=8 0 0 0 9 1 12 12 0 0 0 6 3 2 0 8 3 0 2 5 2 1 2 0 2 1 3 5 0 2
split_gain=77.7901 15.4757 11.6138 5.27327 6.35073 4.16908 3.71233 3.59319 3.42566 3.40456 2.93715 2.68603 2.18443 2.70199 1.82738 1.86301 1.74758 1.64249 1.55908 2.69797 1.54054 1.39646 1.35019 1.39466 1.50381 1.32327 1.03122 0.893008 1.00008 0.89209
threshold=0 42.960000000000008 30.500000000000004 36.400000000000006 1 5.5000000000000009 2 3 48.175000000000004 9.5000000000000018 47.750000000000007 4 2018.5000000000002 33.500000000000007 40.250000000000007 5 1996.5000000000002 18.500000000000004 129.50000000000003 3.5000000000000004 92.500000000000014 3.5000000000000004 36.500000000000007 39.07500000000001 71.500000000000014 5.5000000000000009 2013.5000000000002 3.5000000000000004 29.500000000000004 14.500000000000002
decision_type=9 8 10 10 9 10 9 9 8 10 10 9 8 10 10 9 10 10 8 8 10 10 10 10 10 8 8 8 10 8
left_child=7 2 17 -4 20 6 11 9 10 -1 29 -6 -11 27 15 -9 18 -2 19 -8 25 -17 -23 24 -24 26 -5 -14 -29 -3
right_child=1 8 3 4 5 -7 16 14 -10 12 -12 -13 13 -15 -16 21 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0008349988549655763 0.00018778643159414799 -0.0022683915419624869 0.0066922961754529806 0.0076063750366501641 0.003764813099803135 0.0061031662738090728 0.0021579975173582964 -0.0013871798888575881 -0.0035967307356646926 -0.003508300482377962 0.0043026866725919535 0.0011607553528776293 -0.00069622716036697339 -0.001642738079513677 -0.0034447663114047702 -0.0036616891807285156 0.0016936301825702315 -0.0031095041116642719 0.0015498431539987224 -0.001319430344820276 0.00063270949751526473 -0.0033940045736739676 -0.0033814872334113487 -0.0008171390182716465 -0.0034018838207218495 0.012280165097611474 0.0047919055862198339 -0.0033932605691181193 -0.0031914476606174705 -0.00027537780342019148
leaf_weight=42 43 51 195 80 128 74 55 109 77 61 38 293 39 169 46 78 58 66 71 133 26 264 103 41 93 55 124 98 78 118
leaf_count=42 43 51 195 80 128 74 55 109 77 61 38 293 39 169 46 78 58 66 71 133 26 264 103 41 93 55 124 98 78 118
internal_value=-0.000454076 0.00510613 0.00686163 0.00791957 0.0068306 0.00481166 0.00395129 -0.00810065 -0.00336842 -0.0051004 -0.000673077 0.00634259 -0.00623318 -0.00509091 -0.00998658 -0.0095791 0.00054878 -0.00563636 -0.000846154 -0.00275132 0.0119595 -0.0104746 -0.0114343 -0.00915966 -0.0105584 0.0133077 0.0117073 -0.00805556 -0.00926554 -0.00294118
internal_weight=2906 1685 1401 1292 1097 812 738 1221 284 487 207 421 445 384 734 688 317 109 259 188 285 579 501 237 196 259 204 215 176 169
internal_count=2906 1685 1401 1292 1097 812 738 1221 284 487 207 421 445 384 734 688 317 109 259 188 285 579 501 237 196 259 204 215 176 169
cat_boundaries=0 29 31 32 34 35 48
cat_threshold=1342177280 12 4 0 2147483648 0 262144 0 0 0 0 33685504 10240 0 0 0 0 0 33558528 0 384 0 20971520 8 0 16384 64 0 128 1073872896 164 83927330 1050882 32 336 0 0 0 0 0 0 262144 0 0 0 0 131072 10240
is_linear=0
shrinkage=0.04


Tree=10
num_leaves=31
num_cat=10
split_feature=8 9 0 7 1 1 12 9 4 12 6 0 3 8 0 1 4 3 9 0 5 3 3 0 4 5 0 3 12 3
split_gain=68.578 20.1818 11.6159 5.81511 4.98324 4.44681 2.68555 2.8436 2.58681 2.67558 2.57512 3.54851 1.87234 1.58654 1.69827 1.54238 1.42174 1.39018 1.25655 1.20842 1.07077 1.05636 0.988376 0.851036 1.1395 0.838205 0.73864 0.695362 0.703357 1.27515
threshold=0 1 42.960000000000008 2 5.5000000000000009 3.5000000000000004 3 4 8.0000000000000018 5 6 24.500000000000004 1971.5000000000002 7 42.250000000000007 3.5000000000000004 7470085000.000001 1958.5000000000002 8 24.500000000000004 2.5000000000000004 2011.5000000000002 2008.5000000000002 48.175000000000004 16000.000000000002 1.5000000000000002 38.57500000000001 2000.5000000000002 9 2014.5000000000002
decision_type=9 9 8 9 8 10 9 9 10 9 9 10 10 9 10 10 8 10 9 10 8 8 10 10 10 10 10 8 9 8
left_child=5 2 3 12 10 -1 -3 15 9 19 26 -12 -2 14 -11 -8 -6 23 -18 -7 -10 -17 -9 24 -4 27 -5 -13 -29 -30
right_child=1 6 17 4 16 8 7 22 20 13 11 25 -14 -15 -16 21 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0035152216134994065 -0.002226197481494694 0.0087837472843943949 -0.0012544547477762436 0.0026597443306847525 0.0056382778542631226 -0.001001665645730654 0.0070525851825468068 0.0066013539319005688 -0.0032603334848204926 -0.0015899746013578664 -0.0031849001538530076 -0.0011401178130540047 0.00082940486576504218 -0.003251684287043588 -0.003276079364238882 0.004844489149772784 0.0037182141519819822 -0.003714287004120962 0.0022026273220361503 -0.0022313336539669139 -0.0032923102001295489 -0.00060689720929168805 0.011639796348932202 -0.0029581137659531009 -0.0021798923111293078 -0.0015172669890110768 0.00062696295420543895 0.0017365881681475771 0.002868536067011789 -3.1300759328054537e-05
leaf_weight=133 81 281 98 40 59 99 28 104 57 211 42 25 25 525 35 31 129 35 105 74 65 83 26 45 47 33 112 123 37 162
leaf_count=133 81 281 98 40 59 99 28 104 57 211 42 25 25 525 35 31 129 35 105 74 65 83 26 45 47 33 112 123 37 162
internal_value=-0.000555744 0.00448354 0.00152192 0.00342916 0.00448747 -0.0078843 0.0107447 0.00706714 -0.00880975 -0.00808466 0.00236522 0.000646651 -0.00512821 -0.00907928 -0.00560311 0.00261438 0.00877551 -0.00663717 0.00731915 -0.00293478 -0.0143089 0.000695652 0.0113475 -0.0052356 -0.00369863 0.00188976 0.00662577 0.00247126 0.00297214 0.0012381
internal_weight=2950 1751 1198 973 867 1199 553 272 1066 944 574 422 106 771 246 142 293 225 234 173 122 114 130 190 145 380 152 347 322 199
internal_count=2950 1751 1198 973 867 1199 553 272 1066 944 574 422 106 771 246 142 293 225 234 173 122 114 130 190 145 380 152 347 322 199
cat_boundaries=0 29 31 40 42 44 46 47 76 78 80
cat_threshold=1342177280 12 4 0 2147483648 0 262144 2147483648 0 0 0 131072 8192 0 0 0 0 0 33558528 0 384 0 20971520 8 0 0 64 0 524288 257 30720 0 0 0 4 32 0 131072 0 67584 34818 2 128 20 2048 32 18 0 0 0 0 2147483648 0 262144 0 0 0 0 131072 8192 0 0 0 0 0 33554432 0 128 0 0 8 0 0 64 0 524288 0 2048 258 32
is_linear=0
shrinkage=0.04


Tree=11
num_leaves=31
num_cat=11
split_feature=8 9 14 1 11 12 6 12 8 6 9 1 1 3 8 4 3 3 4 5 4 5 3 3 5 1 3 1 3 3
split_gain=63.9799 16.9261 4.99114 4.2363 3.8135 3.78471 3.54391 3.24206 3.45505 2.77717 2.37924 2.08739 1.89341 1.46224 1.39213 1.22915 1.16484 1.14245 1.09279 1.62475 0.999184 0.848417 0.787625 0.706762 0.935664 0.507937 0.491334 0.47921 0.430156 0.42495
threshold=0 1 2 3.5000000000000004 3 4 5 6 7 8 9 1.5000000000000002 5.5000000000000009 2022.5000000000002 10 2710.0000000000005 2012.5000000000002 2010.5000000000002 1557465000.0000002 1.0000000180025095e-35 1514.5000000000002 3.5000000000000004 2012.5000000000002 1994.5000000000002 1.0000000180025095e-35 5.5000000000000009 2017.5000000000002 4.5000000000000009 2005.5000000000002 1977.5000000000002
decision_type=9 9 9 10 9 9 9 9 9 9 9 10 8 8 9 8 8 10 8 10 10 8 8 10 10 8 10 10 10 10
left_child=3 2 4 -1 5 9 27 8 -5 25 12 -8 16 -6 -9 -16 -3 23 19 -7 -13 -10 -17 24 -11 -2 29 -4 -12 -20
right_child=1 10 6 7 13 18 11 14 21 17 28 20 -14 -15 15 22 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032700395390882165 -0.0033675050784613349 0.004122976324085279 0.007274939149844499 0.0008140315485197292 0.00068714541607537425 -0.00043983182562350008 0.002495009495481071 -0.0031281770192452996 -0.0008403782547163985 -0.00032211559613607224 0.0092511986302162806 0.00097686801334475595 0.008281875291450724 -0.0024112966570007544 -0.0028375167411823199 -5.4947100568405458e-05 0.00086926938378855572 -0.00051075635476575346 0.0017700978262170965 0.0026202523909481103 -0.003174734442566276 -0.0025957966334823369 -0.0023714542335230605 0.0019716437526521701 0.002573973065627868 -0.00093449265434877307 5.1652454422068672e-05 0.0021112988382676434 0.0091098938121072243 0.0025611238730162355
leaf_weight=141 95 58 81 118 38 29 89 434 57 77 241 87 46 114 28 38 96 26 194 31 34 179 318 26 32 29 26 59 60 76
leaf_count=141 95 58 81 118 38 29 89 434 57 77 241 87 46 114 28 38 96 26 194 31 34 179 318 26 32 29 26 59 60 76
internal_value=-0.000655849 0.00459215 0.00185442 -0.00720544 7.46269e-05 0.00144172 0.00576177 -0.00804774 -0.00438356 -0.00195946 0.0106641 0.00217195 0.00625592 -0.00539877 -0.00945718 -0.00698734 0.0043871 0.00151163 0.00414169 -0.000655738 -0.00114754 -0.00712551 -0.0064986 0.00308824 0.00163636 -0.00622222 0.00525253 0.010596 0.0132692 0.00575646
internal_weight=2957 1644 1143 1313 793 641 350 1172 354 285 501 210 200 152 818 384 154 161 356 60 121 236 356 135 109 124 296 140 301 270
internal_count=2957 1644 1143 1313 793 641 350 1172 354 285 501 210 200 152 818 384 154 161 356 60 121 236 356 135 109 124 296 140 301 270
cat_boundaries=0 29 31 32 35 37 38 40 66 67 69 92
cat_threshold=1342177280 12 4 0 2147483648 0 262144 2147483648 0 0 0 131072 10240 0 0 0 0 0 33558528 0 384 0 20971520 8 0 16384 64 0 524416 385 30720 139265 16388 1536 524288 116032 2 26 2050 32 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20971520 0 0 16384 384 0 20 0 12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 20971520
is_linear=0
shrinkage=0.04


Tree=12
num_leaves=31
num_cat=9
split_feature=8 0 9 0 0 1 12 8 9 7 12 0 1 1 1 0 0 8 4 4 0 4 1 1 9 3 4 1 3 3
split_gain=66.3594 17.4462 10.4181 5.81839 3.80002 4.66877 3.40244 4.02877 3.19706 2.62744 2.14436 1.91692 1.88722 1.47933 1.42192 1.37383 1.22425 2.98545 1.19681 1.13315 0.881575 0.872385 1.04494 0.830139 0.617728 1.91966 0.594588 0.588782 0.529621 0.515398
threshold=0 42.960000000000008 1 30.500000000000004 36.900000000000006 5.5000000000000009 2 3 4 5 6 31.500000000000004 5.5000000000000009 4.5000000000000009 4.5000000000000009 48.175000000000004 40.250000000000007 7 2114435000.0000002 180.50000000000003 48.175000000000004 7085990000.000001 3.5000000000000004 5.5000000000000009 8 2010.5000000000002 8.0000000000000018 3.5000000000000004 2018.5000000000002 2009.5000000000002
decision_type=9 8 9 10 10 10 9 9 9 9 9 10 8 10 10 8 10 9 10 10 8 8 10 8 9 8 10 10 8 8
left_child=6 2 3 -2 21 10 7 9 20 -1 -6 -4 24 -9 -11 23 17 -8 19 29 -3 -5 -23 -10 25 -13 28 -19 -15 -12
right_child=1 8 11 4 5 -7 16 13 15 14 18 12 -14 26 -16 -17 -18 27 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.003052668632719531 -0.002531495315411263 -0.0024121107124303975 0.0033694945387306064 0.0062522499713020705 0.0012860400922185989 0.0058446598897219102 -0.0010267955970230957 0.0017059007039497943 -0.00010105230284594313 0.0011505249013336184 0.00012426252022429196 0.0046749025574967006 0.01115146861536232 -0.0031534560330307927 -0.00079457880216189387 -0.0024884514223073141 -0.0030827945857461003 -0.0032438111673958759 -0.0025745081350347478 0.0031183686916525489 -0.00338060826680028 0.0045579860507463724 0.0020244203817933481 0.003109455898673872 0.0074381704121324081 0.0026794867054199044 -0.0029354214562626168 -0.0029910332918232996 -0.003065441265082498 -0.00018884083049371724
leaf_weight=115 80 82 25 34 323 68 104 25 81 32 31 50 94 53 171 40 36 60 25 25 40 84 47 41 190 93 46 406 227 201
leaf_count=115 80 82 25 34 323 68 104 25 81 32 31 50 94 53 171 40 36 60 25 25 40 84 47 41 190 93 46 406 227 201
internal_value=-0.000784983 0.00449249 0.0063895 0.00378902 0.00481526 0.00347181 -0.00760498 -0.00538235 -0.00449123 -0.00194529 0.00234323 0.0113175 0.0121963 -0.00834254 0.000841121 -0.000462428 -0.00991896 -0.0095972 -0.000273038 0.000542636 -0.00902256 0.010241 0.00863636 0.00162602 0.0107186 0.00662338 -0.00929664 -0.0109015 -0.00854093 -0.000343348
internal_weight=2929 1654 1370 918 838 673 1275 669 284 318 605 452 427 351 203 162 606 570 282 257 122 165 131 122 333 143 326 466 280 232
internal_count=2929 1654 1370 918 838 673 1275 669 284 318 605 452 427 351 203 162 606 570 282 257 122 165 131 122 333 143 326 466 280 232
cat_boundaries=0 29 31 33 59 61 69 70 99 101
cat_threshold=1342177280 12 4 0 2147483648 0 262144 2147483648 0 0 0 33685504 10240 0 0 0 0 0 33558528 0 384 0 20971520 8 0 16384 64 0 524288 385 30720 1190146 32 0 0 0 0 2147483648 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 16777216 0 0 16384 0 2048 0 0 0 4 0 0 0 131072 16818466 0 0 0 0 0 0 262144 0 0 0 0 131072 8192 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 524288 0 20
is_linear=0
shrinkage=0.04


Tree=13
num_leaves=31
num_cat=9
split_feature=8 9 0 7 0 0 1 1 12 3 0 12 1 2 0 8 2 7 2 2 0 8 2 2 2 2 9 2 4 1
split_gain=60.4602 17.2654 13.2045 11.699 7.19169 5.4716 5.54418 5.38912 3.1997 2.89799 2.63194 2.96883 2.32775 2.43497 2.14865 1.93704 2.07497 1.43986 1.43846 1.43052 1.76576 1.4214 1.41371 2.25669 1.40309 1.39413 1.76556 1.28036 1.26504 1.2355
threshold=0 1 42.250000000000007 2 30.500000000000004 36.900000000000006 5.5000000000000009 3.5000000000000004 3 2017.5000000000002 40.250000000000007 4 3.5000000000000004 5.5000000000000009 12.250000000000002 5 37.500000000000007 6 65.500000000000014 34.500000000000007 38.57500000000001 7 4.5000000000000009 20.500000000000004 58.500000000000007 39.500000000000007 8 22.500000000000004 7085990000.000001 4.5000000000000009
decision_type=9 9 8 9 10 10 10 10 9 8 10 9 10 8 8 9 10 9 10 10 10 9 8 10 10 10 9 10 8 10
left_child=7 -2 3 -3 14 28 8 18 9 -7 11 17 -4 -14 -5 16 -13 -9 -1 -17 24 27 -10 -24 -21 26 -11 -19 -6 -25
right_child=1 2 12 4 5 6 -8 10 22 25 -12 15 13 -15 -16 19 -18 21 -20 20 -22 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031140587207000438 0.0090381587802064439 -0.0021205537759184522 0.0036836907518222263 0.0025357706168961159 0.0075512432055896287 0.0039081903802477671 0.0053814881790303559 -0.0028834324893075801 -0.0022339819991903554 -0.00017950163877486602 -0.0030188801837112323 -0.0014601523909396974 0.0002963022659633552 -0.0028434903036896131 -0.0025235286287598056 -0.0028834086068025046 0.0015780087349751427 -0.0028834324893075801 0.0017367741531710123 -0.0028713919601503334 -0.00043988658504510173 -0.0016827270643114645 0.001824483240892647 -0.0030130934109566711 -0.0029343959782885064 0.002423903048125169 0.0024517058241244885 0.0010311624463062686 0.0050250821018494206 -9.2958926805124522e-05
leaf_weight=109 224 110 44 25 43 132 90 110 32 115 77 93 50 208 74 225 33 35 25 89 41 135 121 25 139 76 139 69 165 99
leaf_count=109 224 110 44 25 43 132 90 110 32 115 77 93 50 208 74 225 33 35 25 89 41 135 121 25 139 76 139 69 165 99
internal_value=-0.000514731 0.00415031 0.0025914 0.00442662 0.00561465 0.0066474 0.00518072 -0.0074895 0.00402703 0.00600423 -0.00851958 -0.00793814 -0.00488449 -0.00633205 -0.0046 -0.0096355 -0.00408759 -0.0045 0 -0.0109307 -0.00911111 -0.00248 0.000486111 0.00154472 -0.0104803 0.00410876 0.00266667 0.00104348 0.0124402 -0.00224
internal_weight=2952 1772 1548 1246 1136 1037 829 1180 739 462 1046 969 302 258 99 620 126 349 134 494 269 239 277 245 228 330 254 104 208 124
internal_count=2952 1772 1548 1246 1136 1037 829 1180 739 462 1046 969 302 258 99 620 126 349 134 494 269 239 277 245 228 330 254 104 208 124
cat_boundaries=0 29 31 40 41 43 70 79 108 110
cat_threshold=1342177280 12 0 0 2147483648 0 262144 2147483648 0 0 0 131072 0 0 0 0 0 0 33558528 0 384 0 20971520 8 0 0 64 0 524288 1073872896 160 0 0 0 4 0 0 131072 131072 65536 16884994 2114 32 0 0 0 0 0 0 262144 0 0 0 0 131072 0 0 0 0 0 0 0 0 128 0 0 0 0 0 64 0 128 0 4 0 0 0 131072 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 20971520 0 0 0 0 0 524288 0 10240
is_linear=0
shrinkage=0.04


Tree=14
num_leaves=31
num_cat=7
split_feature=8 0 7 0 2 0 1 1 12 18 3 0 0 4 12 2 7 4 2 4 2 3 4 2 0 2 2 2 8 0
split_gain=64.6041 12.0797 9.22579 7.59646 4.57875 4.52852 5.80225 4.24031 3.63471 3.39674 2.46536 2.4427 2.22593 2.46009 2.50637 2.11585 1.9084 1.88942 1.68636 2.31335 1.43887 1.62899 1.15417 1.10795 1.10203 1.05527 1.02526 0.990967 0.949746 1.11644
threshold=0 42.960000000000008 1 30.500000000000004 5.5000000000000009 36.900000000000006 5.5000000000000009 3.5000000000000004 2 3 2010.5000000000002 14.500000000000002 40.250000000000007 215.00000000000003 4 11.500000000000002 5 62.500000000000007 64.500000000000014 5595120000.000001 19.500000000000004 2013.5000000000002 1317685000.0000002 40.500000000000007 48.175000000000004 31.500000000000004 11.500000000000002 65.500000000000014 6 20.500000000000004
decision_type=9 8 9 10 8 10 10 10 9 9 8 10 10 8 9 10 9 10 8 10 10 8 10 8 8 10 10 10 9 10
left_child=7 2 23 11 -3 -5 8 27 17 18 25 -4 13 -9 16 -12 -15 -7 19 -6 -18 -22 -20 26 -11 -10 -2 -1 -16 -30
right_child=1 4 3 5 9 6 -8 12 10 24 15 -13 -14 14 28 -17 20 -19 22 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0029894963718720647 -0.0010899828311606542 0.0017328043778586633 0.0025007239026422212 0.0056386619794913176 -0.0017554832003366272 0.0010075257250462854 0.005717707928456761 -0.0028492432541330714 0.0059273212236305283 -0.0033536733122100058 0.0029225596721205705 -0.002516635728697487 -0.0028399053204982748 -0.0027680951897352912 -0.0012032429888078156 0.0011524256632318953 -0.0021894218436845137 -0.00099034383005548688 -0.0002797919466435417 0.0029089668568549601 -0.0031094249480157999 0.00040655047978408024 -0.0028291513508582966 0.00044843570823424275 -0.0031563769258291076 0.0034449384136834385 -0.0030028036601380849 0.0012596578068863806 -0.0027565362817443175 -0.0028323201362053041
leaf_weight=105 43 58 26 199 25 222 110 41 80 77 234 66 87 125 111 258 131 46 37 25 31 166 25 31 41 66 33 28 239 166
leaf_count=105 43 58 26 199 25 222 110 41 80 77 234 66 87 125 111 258 131 46 37 25 31 166 25 31 41 66 33 28 239 166
internal_value=-0.000790999 0.00424985 0.00579505 0.00669196 -0.00318339 0.00758224 0.00648968 -0.0077357 0.00542448 -0.00571429 0.00702619 -0.00430108 -0.00861566 -0.00807122 -0.00764948 0.00576065 -0.0050431 0.00129032 -0.000707965 0.00470588 -0.00318584 -0.00111111 -0.00507937 -0.00525424 -0.0104202 0.0117007 -0.00831169 -0.00104478 -0.00963947 -0.0108173
internal_weight=2932 1702 1414 1307 288 1215 1016 1230 906 230 638 92 1097 1010 969 492 453 268 112 50 328 197 62 107 118 146 76 133 516 405
internal_count=2932 1702 1414 1307 288 1215 1016 1230 906 230 638 92 1097 1010 969 492 453 268 112 50 328 197 62 107 118 146 76 133 516 405
cat_boundaries=0 26 36 38 39 41 50 69
cat_threshold=268435456 12 4 0 2147483648 0 262144 2147483648 0 0 0 131072 10240 0 0 0 0 0 33558528 0 384 0 20971520 8 0 16384 0 0 0 4 32 0 131072 0 33619968 8192 1264640 32 4 133442 32 0 128 0 0 0 0 0 131072 2048 0 0 0 0 0 0 262144 0 0 0 0 131072 10240 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=15
num_leaves=31
num_cat=9
split_feature=7 0 0 12 7 12 6 2 6 12 5 0 2 0 0 2 2 2 2 0 0 3 12 3 12 2 2 4 0 5
split_gain=51.3134 14.8343 9.94925 5.78289 5.57479 5.48466 4.6381 3.83925 3.76187 3.38938 3.36845 3.17158 2.84263 2.55446 1.96842 1.50806 1.43462 1.42669 2.47949 1.53516 1.35955 1.28948 1.23368 1.17717 1.0849 1.4799 1.08016 2.64794 1.05541 0.913952
threshold=0 40.675000000000004 30.500000000000004 1 2 3 4 24.500000000000004 5 6 1.0000000180025095e-35 9.5000000000000018 9.5000000000000018 40.250000000000007 38.57500000000001 12.500000000000002 7.5000000000000009 29.500000000000004 5.5000000000000009 28.500000000000004 36.900000000000006 2019.5000000000002 7 1991.5000000000002 8 5.5000000000000009 4.5000000000000009 539925000.00000012 35.250000000000007 2.5000000000000004
decision_type=9 8 10 9 9 9 9 10 9 9 10 10 10 10 10 8 10 8 10 10 10 8 9 10 9 8 8 10 10 8
left_child=6 2 10 7 -4 14 9 26 29 11 16 -1 -5 20 28 -8 -2 18 19 -13 -10 -18 -19 -17 -22 -26 -3 -28 -6 -7
right_child=1 3 4 12 5 8 15 -9 13 -11 -12 17 -14 -15 -16 23 21 22 -20 -21 24 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00097365392926263895 -0.0030264596300803603 0.0065012136719308344 0.0078426395578990345 -0.0010144541223451142 0.0043536123935403381 -0.00032431768213776025 0.0016153716599287549 -0.0028168020350907244 0.0050939635272150953 -0.0026578108112606459 -0.0029392323836967193 0.0020074401046206703 -0.0027511390130373313 -0.0021268100207255712 0.0024068822060989703 -0.0030475923566131158 -0.0015690233363268647 -0.0026414231291674284 -0.0026553990403121474 -0.0026412036301632471 0.0018409197036441326 0.0012636266280990328 -0.00087706658770045462 0.001721328711635941 -0.0010232547778230127 0.0010165536494175598 -0.00057717321367743322 0.0053144256556770129 0.008647262108889997 -0.0023718181631440416
leaf_weight=55 34 26 215 119 40 47 55 42 81 435 31 43 104 31 400 40 26 162 197 25 234 67 143 28 29 87 34 25 48 57
leaf_count=55 34 26 215 119 40 47 55 42 81 435 31 43 104 31 400 40 26 162 197 25 234 67 143 28 29 87 34 25 48 57
internal_value=-0.000702465 0.0035906 0.00542017 -0.00376068 0.00659843 0.00522066 -0.00711893 0.00304348 0.00242634 -0.00799253 -0.00402516 -0.00581761 -0.0074359 0.00397463 0.00833667 0.000447761 -0.00109375 -0.0067951 -0.00894737 -0.00231884 0.00486111 0.00148936 -0.00490196 -0.00347826 0.00376068 0.000314961 0.00813953 0.005 0.0139326 -0.00417391
internal_weight=2960 1777 1427 350 1269 1054 1183 127 566 1060 158 625 223 462 488 123 127 570 265 68 431 93 305 68 350 116 85 59 88 104
internal_count=2960 1777 1427 350 1269 1054 1183 127 566 1060 158 625 223 462 488 123 127 570 265 68 431 93 305 68 350 116 85 59 88 104
cat_boundaries=0 18 20 37 39 40 41 43 45 46
cat_threshold=0 144 1140850688 524804 0 134225922 4325376 809631744 33622016 134217728 8192 0 8388608 0 0 0 0 256 2 32 2 1 1048576 10240 2 0 0 8192 0 32 0 0 16 0 0 0 4112 68158722 32 270 256 1100098 32 1065024 32 98400
is_linear=0
shrinkage=0.04


Tree=16
num_leaves=31
num_cat=8
split_feature=8 9 0 0 0 7 4 9 15 4 0 11 3 3 0 0 0 4 7 3 0 0 5 0 18 0 4 0 3 3
split_gain=45.6812 16.8554 9.34635 5.33247 5.14193 3.9023 3.71735 3.53752 3.35182 2.00441 2.85184 1.80011 2.4512 1.69468 1.68764 1.10365 1.03667 1.08032 1.29627 1.54075 1.21217 1.74927 1.50693 0.88601 0.846323 1.10178 0.773696 0.724506 0.590697 0.701917
threshold=0 1 46.250000000000007 27.750000000000004 36.900000000000006 2 15385520000.000002 3 4 353375000.00000006 40.250000000000007 5 1999.5000000000002 2010.5000000000002 18.500000000000004 42.960000000000008 42.250000000000007 625.00000000000011 6 1991.5000000000002 32.500000000000007 39.07500000000001 3.5000000000000004 38.57500000000001 7 35.600000000000009 3215.5000000000005 15.500000000000002 2004.5000000000002 2015.5000000000002
decision_type=9 9 8 10 10 9 10 9 9 10 8 9 8 8 10 10 10 8 9 10 10 10 8 10 9 10 8 10 8 10
left_child=8 2 3 14 24 -6 11 15 -1 10 28 12 -7 -13 -2 -3 17 -10 27 20 -20 -22 -23 -21 -5 -26 -14 -19 -9 -30
right_child=1 7 -4 4 5 6 -8 9 16 -11 -12 13 26 -15 -16 -17 -18 18 19 23 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0027636040845467136 -0.0010663698973655755 0.0086983463507047526 -0.002666253109635548 0.0064199568534058574 -0.0014233611871823371 -0.001798964797639897 -0.0032488590538327601 0.0037459811808717805 -0.0025726528698362117 0.0075289339755831011 -0.0025186067729347172 0.0012416229585029016 -0.00014009299762108185 -0.00046558417831690237 -0.0026311513451983616 0.0044413000934632411 -0.0026287248446158172 -0.0025387298000854488 -0.0025660944341812809 -0.002620481807859747 -0.0029468083347989806 -0.00013634762834609406 -0.0019429233678589241 -0.002636437125278768 0.0011126820768593859 0.003365906697642842 0.0017712519237012003 -0.0025471610657530875 0.0018272835965100853 0.0049741224025327572
leaf_weight=118 42 198 97 46 101 31 25 36 60 41 43 31 34 219 51 28 66 165 236 47 36 56 153 52 67 75 398 143 178 28
leaf_count=118 42 198 97 46 101 31 25 36 60 41 43 31 34 219 51 28 66 165 236 47 36 56 153 52 67 75 398 143 178 28
internal_value=-0.00115093 0.00286517 0.000211726 0.00124888 0.00208171 0.000738095 0.00176235 0.0085968 -0.00738408 0.00545994 0.00440559 0.00232493 0.00375527 -0.00045977 -0.00787234 0.0126582 -0.0081561 -0.00788198 -0.00751406 -0.00595601 -0.00510373 -0.00707317 -0.00561905 -0.0106 0.00804233 0.00643357 0.00461894 -0.00990596 0.00609053 0.00521739
internal_weight=2901 1769 1217 1120 1027 839 738 552 1132 326 285 713 463 250 93 226 1014 948 888 580 481 245 209 99 188 142 432 308 242 206
internal_count=2901 1769 1217 1120 1027 839 738 552 1132 326 285 713 463 250 93 226 1014 948 888 580 481 245 209 99 188 142 432 308 242 206
cat_boundaries=0 26 28 45 47 48 51 60 61
cat_threshold=1342177280 12 4 0 2147483648 0 262144 0 0 0 0 131072 2048 0 0 0 0 0 4096 0 384 0 20971520 8 0 16384 257 30720 0 0 0 0 0 0 131072 0 33619968 0 32 128 0 0 0 0 4096 1073872896 160 3145728 4 512 524288 0 128 0 0 0 0 0 131072 65536 4
is_linear=0
shrinkage=0.04


Tree=17
num_leaves=31
num_cat=7
split_feature=7 9 0 14 0 1 0 0 2 4 4 2 7 0 5 2 1 5 3 2 9 17 3 3 7 3 0 2 2 1
split_gain=45.1519 20.2133 13.5817 6.87887 4.50408 8.17314 3.97876 3.27656 3.09811 2.86511 2.7872 2.60806 3.20211 2.3377 2.04964 1.87334 1.8497 1.51407 1.42776 1.28242 1.27883 1.80501 1.59083 1.20759 1.13603 1.06975 1.05285 0.956041 1.50978 1.46907
threshold=0 1 42.960000000000008 2 39.07500000000001 5.5000000000000009 32.500000000000007 30.500000000000004 6.5000000000000009 3215.5000000000005 5157000000.000001 29.500000000000004 3 38.20000000000001 2.5000000000000004 35.500000000000007 4.5000000000000009 1.0000000180025095e-35 2000.5000000000002 79.500000000000014 4 5 2019.5000000000002 2020.5000000000002 6 2012.5000000000002 46.250000000000007 3.5000000000000004 37.500000000000007 4.5000000000000009
decision_type=9 9 8 9 10 10 10 10 8 8 10 10 9 10 10 8 10 10 10 10 9 9 8 8 9 8 8 8 8 10
left_child=11 2 3 4 6 9 17 -5 -4 -6 15 16 -13 -9 20 -10 -1 23 19 -3 25 -22 -23 -2 -14 -11 -17 -24 -29 -30
right_child=1 18 8 7 5 -7 -8 13 10 14 -12 12 24 -15 -16 26 -18 -19 -20 -21 21 22 27 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0026530599211648108 -0.00080505861938945605 0.0051390864198024031 0.00022505813001551191 -0.0018084255953643336 -0.0011264187812904324 0.0052183343009500052 -0.0028788615805084563 0.0050813289275288302 -0.0027160921665914375 0.0031801094365386719 0.00043276860201466152 -0.00019858078916673349 -0.0017581887596170988 0.001489322950070715 -0.0023795872523936978 -0.0018686885321359625 -0.0024476338866962523 -0.0025981590335149465 0.0091500312951995257 0.0012188570001486455 -0.00088092470381020862 0.0014620478233062784 0.0011785613518565442 0.0011823760021922424 -0.0024668454800272953 0.00092441997488357686 -0.0027110276348852481 -0.00091500461533488675 -0.00045536013240305096 0.0008514225967013189
leaf_weight=60 36 262 49 40 50 84 67 165 81 30 30 138 129 94 32 43 421 29 109 33 135 110 37 68 270 137 54 72 42 40
leaf_count=60 36 262 49 40 50 84 67 165 81 30 30 138 129 94 32 43 421 29 109 33 135 110 37 68 270 137 54 72 42 40
internal_value=-0.000929444 0.0026701 0.000533854 0.00223798 0.00055102 0.00194805 -0.00477612 0.00741935 -0.00782946 0.000495627 -0.00995215 -0.00769679 -0.00583643 0.00930769 0.00122642 -0.0118436 -0.00991701 -0.000746269 0.010506 0.00925676 0.00175497 0.000536913 0.00224359 0.00152381 -0.00756098 0.00460674 -0.00795918 0.000104167 -0.00129032 0.00240964
internal_weight=2947 1929 1525 1268 969 769 200 299 257 685 208 1018 537 259 635 178 481 133 404 295 603 436 301 104 399 167 97 191 154 82
internal_count=2947 1929 1525 1268 969 769 200 299 257 685 208 1018 537 259 635 178 481 133 404 295 603 436 301 104 399 167 97 191 154 82
cat_boundaries=0 18 20 21 29 31 32 41
cat_threshold=0 128 1140850688 524804 0 2 131072 805437440 33619968 0 0 64 0 0 0 0 0 256 257 30724 139265 0 0 0 0 0 0 131072 268435456 0 4100 10 0 128 67108864 4 0 0 0 0 33554432
is_linear=0
shrinkage=0.04


Tree=18
num_leaves=31
num_cat=7
split_feature=7 9 0 6 0 6 0 18 2 0 2 12 0 2 12 2 2 2 0 5 0 3 3 3 2 2 0 2 0 2
split_gain=38.8083 19.7002 9.98331 6.01795 5.72427 4.31831 4.11385 2.84447 3.71988 2.55655 2.33216 3.45787 2.09896 2.02435 2.25077 2.11442 1.97518 2.11318 1.77921 1.73077 1.44293 1.42761 1.36224 1.25348 1.19196 1.48923 1.10731 1.00065 0.934966 0.9232
threshold=0 1 42.250000000000007 2 30.500000000000004 3 40.250000000000007 4 4.5000000000000009 37.750000000000007 36.500000000000007 5 36.400000000000006 32.500000000000007 6 24.500000000000004 6.5000000000000009 147.50000000000003 12.250000000000002 1.0000000180025095e-35 39.07500000000001 1998.5000000000002 2006.5000000000002 2018.5000000000002 52.500000000000007 44.500000000000007 42.960000000000008 13.500000000000002 46.250000000000007 46.500000000000007
decision_type=9 9 8 9 10 9 8 9 8 10 10 9 10 10 9 8 8 10 8 10 10 10 10 8 10 10 10 10 8 10
left_child=10 2 4 21 19 12 16 -4 -9 -7 18 29 -6 14 -11 -16 -5 -18 -1 23 24 26 -15 -2 25 -13 -3 -14 -10 -12
right_child=1 3 7 6 5 9 -8 8 28 13 11 20 27 22 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025506618131409553 -0.0017986698704022075 0.0071905888652526789 -0.0004035107709251662 -0.00043326391454442617 -0.0027627405059206466 0.0038363306811456965 -0.0012309248735227385 0.00013225374083546625 -0.0027214020491550528 0.0022239552252592176 -0.002410582268729975 -0.002474514158170038 -0.00102046475128045 0.0013404522585892665 0.00031483900669833533 -0.0018608758815557992 0.0037702406823726165 -0.00029938681478625996 -0.0023518752060256178 -0.0024955034421939005 -0.00070244714558690194 0.008583530025808913 0.0045263279094564981 -0.0021124341113324618 -0.0023575885636954296 -0.00060240430176150995 0.0035028720189610139 0.00061368823007082799 -0.0025583780489710152 0.0010339599694457746
leaf_weight=62 33 169 113 50 28 170 27 38 64 150 36 38 66 129 191 59 165 28 450 32 61 89 30 122 123 36 43 122 76 100
leaf_count=62 33 169 113 50 28 170 27 38 64 150 36 38 66 129 191 59 165 28 450 32 61 89 30 122 123 36 43 122 76 100
internal_value=-0.000910031 0.00221446 -0.000320781 0.00841924 0.00137688 0.00264271 0.00370107 -0.00691781 -0.0100559 0.00408108 -0.00772083 -0.00546835 -0.00229075 0.00282143 0.00129676 -0.0010728 0.0054918 0.00731959 -0.00959064 -0.005 -0.00802974 0.0123718 0.006625 -0.00320513 -0.01 -0.00586667 0.010892 -0.000846561 -0.0130496 0
internal_weight=2900 1994 1423 571 1132 945 270 291 178 729 906 394 216 559 400 250 243 193 512 187 258 301 159 155 197 74 212 188 140 136
internal_count=2900 1994 1423 571 1132 945 270 291 178 729 906 394 216 559 400 250 243 193 512 187 258 301 159 155 197 74 212 188 140 136
cat_boundaries=0 18 20 21 22 23 24 25
cat_threshold=0 128 0 524292 0 2 131072 805437440 33619968 134217728 0 0 0 0 0 0 0 256 257 30720 194 256 4 43264 1048642
is_linear=0
shrinkage=0.04


Tree=19
num_leaves=31
num_cat=10
split_feature=7 9 0 6 1 9 9 6 1 0 12 2 4 12 2 12 7 2 2 3 2 2 3 2 2 2 0 4 1 0
split_gain=34.3015 17.6919 10.8609 7.36326 4.36994 4.09461 3.1843 3.16171 3.06432 2.59188 2.32037 1.94684 1.93816 1.84653 2.09023 1.58028 1.78674 1.42156 1.32364 1.17205 1.13295 1.11989 1.1327 1.0642 1.06358 0.846761 0.831632 1.21891 0.825695 1.22199
threshold=0 1 42.250000000000007 2 5.5000000000000009 3 4 5 3.5000000000000004 40.250000000000007 6 6.5000000000000009 86.000000000000014 7 17.500000000000004 8 9 66.500000000000014 29.500000000000004 2015.5000000000002 34.500000000000007 8.5000000000000018 2019.5000000000002 48.500000000000007 35.500000000000007 108.50000000000001 45.425000000000004 87817200000.000015 5.5000000000000009 35.850000000000009
decision_type=9 9 8 9 8 9 9 9 10 10 9 10 10 9 8 9 9 10 10 10 10 8 8 8 10 10 8 8 10 10
left_child=8 2 4 -3 7 21 26 12 -1 13 20 -8 -2 14 -6 -10 18 19 -17 -12 -9 -5 -23 -7 -18 28 27 -4 29 -15
right_child=1 3 6 5 9 23 11 10 15 -11 17 -13 -14 25 -16 16 24 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024449110517925734 -0.00064780875087301127 0.0072163043929113968 -0.00045365019031038404 -0.0012818401382279632 0.003794825775619657 0.0022778999836017277 -0.0020255141045277727 -0.0010065332834280837 -0.00224494332804813 -0.0019313321843826259 0.00064905259008483538 -0.0026060154692629568 -0.0018395473630662097 0.0070417085621841836 -0.0003204480552524558 -0.00225796882309794 -0.0016710232877226617 0.0022507215429915916 -0.0022679019675869582 -0.0016210616669314248 0.00068774175748082206 -0.00097676663083355207 0.0015801475474534498 0.0075238676227210987 -0.00037907166637317856 0.0012681995496556908 -0.002300338326017979 0.0010165335210638559 0.0050993475454827577 0.00079592584728594318
leaf_weight=115 161 319 40 26 31 81 65 87 416 34 291 109 38 35 72 115 146 88 134 39 33 31 51 31 129 36 33 40 59 42
leaf_count=115 161 319 40 26 31 81 65 87 416 34 291 109 38 35 72 115 146 88 134 39 33 31 51 31 129 36 33 40 59 42
internal_value=-0.000894809 0.00235794 -0.000133929 0.0084 0.0017574 0.00242424 -0.00701389 8.13008e-05 -0.00662289 0.00574194 0.00167577 -0.0101622 -0.00409524 0.00702899 0.00192982 -0.00743889 -0.00553271 0.00307692 -0.00807692 0.00193353 -0.00305344 -0.00302521 -0.000963855 0.00747967 -0.00300699 0.00939891 -0.00112903 0.000987654 0.0113869 0.00846154
internal_weight=2927 1872 1333 539 1046 220 287 737 1055 309 538 174 199 275 103 940 524 418 249 330 120 108 82 112 275 172 113 80 136 77
internal_count=2927 1872 1333 539 1046 220 287 737 1055 309 538 174 199 275 103 940 524 418 249 330 120 108 82 112 275 172 113 80 136 77
cat_boundaries=0 18 20 21 23 25 26 27 28 30 39
cat_threshold=16384 144 67108864 524292 65536 8194 131072 805437440 33619968 402653184 0 64 0 0 0 0 128 256 257 30720 210 128 20 0 24576 256 67289120 1123648 84100096 32 0 0 0 524292 0 0 0 131072 33619968
is_linear=0
shrinkage=0.04


Tree=20
num_leaves=31
num_cat=8
split_feature=8 9 0 7 7 0 0 1 12 8 12 0 0 0 8 2 1 0 2 3 2 2 1 2 2 3 2 2 2 2
split_gain=45.4914 12.1259 9.00969 9.17798 5.24088 4.34306 4.11187 4.03964 3.9307 3.78323 3.3757 2.32511 2.00367 1.94674 1.98124 1.80886 1.77262 1.86752 2.03801 1.74247 1.63025 1.52991 1.42375 1.29533 1.27781 1.03683 0.885086 0.872227 1.51943 1.06836
threshold=0 1 42.960000000000008 2 3 30.500000000000004 36.900000000000006 5.5000000000000009 4 5 6 12.250000000000002 54.500000000000007 40.250000000000007 7 37.500000000000007 3.5000000000000004 38.57500000000001 55.500000000000007 2020.5000000000002 5.5000000000000009 79.500000000000014 4.5000000000000009 6.5000000000000009 12.500000000000002 2004.5000000000002 5.5000000000000009 147.50000000000003 36.500000000000007 58.500000000000007
decision_type=9 9 8 9 9 10 10 10 9 9 9 10 8 10 9 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10
left_child=8 -2 3 -3 -5 11 22 10 9 21 23 -6 20 14 15 -10 -16 27 -19 -11 -4 -1 -7 -8 -25 -26 -21 28 -18 -30
right_child=1 2 12 4 5 6 7 -9 13 19 -12 -13 -14 -15 16 -17 17 18 -20 26 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0022071514475700839 0.0074683522837355552 -0.0018695631167726745 0.00014031865412867718 0.0046099665835751579 0.0021023429823825526 0.0049247715839977604 0.00039612973953005335 0.0038559517606795882 -0.0018159283476707345 -0.002607006547370574 -7.8016574916475178e-05 -0.0023259301822494294 -0.0025094358960019037 -0.0022220076837319879 -0.0023597020144505623 0.0019630734241438573 -0.0021673071118971875 -0.0022412075749625162 0.00024609539381465596 0.00060077896309216781 -0.0016638161683889764 0.0023601747347785818 0.0018814957309304249 0.0043697690022747081 0.00053276558037424599 0.0027176423714154298 -0.0016401320298475852 -0.0023421126873929411 -0.0021540353140957437 -0.002253179830109673
leaf_weight=116 212 102 97 107 25 122 95 74 98 47 388 68 41 39 76 36 169 135 37 28 131 43 50 69 117 50 158 40 76 88
leaf_count=116 212 102 97 107 25 122 95 74 98 47 388 68 41 39 76 36 169 135 37 28 131 43 50 69 117 50 158 40 76 88
internal_value=-0.00100852 0.00309267 0.00180995 0.00323344 0.00423469 0.0032928 0.00412008 0.00289673 -0.00701754 -0.00347395 0.00197222 -0.00489362 -0.00481481 -0.00869565 -0.00833333 -0.00303448 -0.00927215 -0.0102198 -0.0067052 -0.00663934 -0.00331878 0.00129412 0.00971098 0.0048538 0.00658228 0.00464286 -0.00513369 -0.0118182 -0.0110778 -0.00824242
internal_weight=2934 1748 1536 1267 1165 1058 965 793 1186 392 719 93 269 794 755 134 621 545 172 233 228 159 172 331 236 167 186 373 333 164
internal_count=2934 1748 1536 1267 1165 1058 965 793 1186 392 719 93 269 794 755 134 621 545 172 233 228 159 172 331 236 167 186 373 333 164
cat_boundaries=0 27 29 47 64 66 89 90 111
cat_threshold=268435456 12 4 0 2147483648 0 262144 2147483648 0 0 0 131072 10240 0 0 0 0 0 33558528 0 384 0 20971520 8 0 0 64 1073872896 160 0 16 0 4 0 0 131072 0 33619968 8192 0 0 0 0 0 0 0 256 0 128 1048576 2097152 0 0 0 8192 0 0 0 0 0 0 0 0 1073741840 1050626 32 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20971520 16818178 0 0 0 0 0 0 262144 0 0 0 0 131072 0 0 0 0 0 0 0 0 128
is_linear=0
shrinkage=0.04


Tree=21
num_leaves=31
num_cat=14
split_feature=8 9 0 7 7 0 5 12 0 12 8 9 4 12 14 12 0 14 0 3 0 0 0 4 3 18 5 12 0 4
split_gain=43.1628 12.8549 7.42098 4.89981 3.45768 3.80667 3.31198 3.11324 4.94005 2.48671 2.3295 2.26201 1.94293 1.86869 1.82593 1.64276 1.55592 1.44946 1.28164 1.06741 0.98801 0.939031 0.751223 0.703317 0.666451 0.59383 0.590241 0.623722 1.29526 0.563968
threshold=0 1 40.675000000000004 2 3 40.250000000000007 2.5000000000000004 4 9.5000000000000018 5 6 7 6050.0000000000009 8 9 10 54.500000000000007 11 37.750000000000007 2022.5000000000002 39.07500000000001 42.960000000000008 38.20000000000001 2188290000.0000005 1991.5000000000002 12 2.5000000000000004 13 29.500000000000004 3215.5000000000005
decision_type=9 9 8 9 9 10 10 9 10 9 9 9 8 9 9 9 8 9 10 8 10 8 10 10 10 9 8 9 10 8
left_child=4 2 3 -2 13 7 9 8 -6 -5 -9 -3 -10 -1 18 20 17 -4 19 -11 -13 -17 -16 -19 -12 -20 -14 28 -28 -27
right_child=1 11 16 6 5 -7 -8 10 12 14 24 15 26 -15 22 21 -18 23 25 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.002068260019699153 0.002909520684893252 0.0090659388561921267 -0.0026404872023725544 -0.00071196769074333588 0.0020016475424188942 -0.0021613215937315998 -0.0023937209781876591 -0.00048834757828224444 -0.0024478517137647062 0.00033282198554417163 -0.0021133929457221967 0.0037144397867089653 0.0014817478722115851 -0.0021585694592926074 0.002782511551676805 0.0039762157701214206 -0.0023421241381747747 0.00012775734850521304 -0.00040747975201959718 -0.0025926179705125564 -0.00069811679955527955 0.0027753708711367154 0.00098894804463043337 -0.0012351170007735845 -0.0022822440014039812 -0.00026207946945788763 0.0012669601333517733 -0.0020619213795743364 -0.00064424802152188935 0.00068558795990565364
leaf_weight=119 122 106 101 138 29 82 25 153 29 25 274 25 27 243 105 274 26 73 31 38 82 55 53 36 49 26 62 138 75 296
leaf_count=119 122 106 101 138 29 82 25 153 29 25 274 25 27 243 105 274 26 73 31 38 82 55 53 36 49 26 62 138 75 296
internal_value=-0.00125428 0.00304612 0.000524412 0.00225581 -0.00672347 -0.00525296 0.000935829 -0.00449223 -0.00150943 0.00145863 -0.00657084 0.00802893 -0.00295181 -0.0101877 0.00259829 0.00635347 -0.0057384 -0.00454976 0.00112412 -0.0040625 0.00152542 0.00782353 0.00615385 -0.000833333 -0.00856287 0.0020904 -0.0019802 -0.00253623 -0.000405405 0.00260062
internal_weight=2917 1637 1095 859 1280 918 737 836 360 712 476 542 331 362 574 436 236 210 416 63 107 329 158 109 323 353 302 275 137 322
internal_count=2917 1637 1095 859 1280 918 737 836 360 712 476 542 331 362 574 436 236 210 416 63 107 329 158 109 323 353 302 275 137 322
cat_boundaries=0 29 31 48 57 59 60 87 89 90 91 92 93 94 96
cat_threshold=268435456 12 4 134217728 2147483648 0 262144 2147483648 1 0 0 131072 10240 0 0 0 0 0 33558528 0 384 0 20971520 8 0 16384 64 0 524416 257 30720 0 128 0 0 0 0 0 8192 2048 0 32 0 0 0 0 0 1073745936 0 128 1140850688 0 0 0 0 131072 33554432 68290880 32 92160 0 0 0 0 2147483648 0 262144 2147483648 0 0 0 0 10240 0 0 0 0 0 0 0 128 0 0 0 0 0 64 1073741824 128 26658 139265 18038848 139264 4 133120 32
is_linear=0
shrinkage=0.04


Tree=22
num_leaves=31
num_cat=9
split_feature=8 9 7 0 0 0 8 0 8 12 0 12 2 12 0 0 3 2 0 0 4 2 3 2 2 2 6 2 3 2
split_gain=45.5558 9.78854 8.08838 5.75243 4.82928 4.38517 3.25649 2.84096 3.42415 3.38352 4.4659 2.81516 2.39228 2.14975 2.14254 1.86964 1.64626 1.50681 1.70981 1.65828 1.50381 1.45996 1.26839 1.31272 1.21612 1.19108 1.18288 1.10505 1.69458 1.35938
threshold=0 1 2 48.175000000000004 30.500000000000004 36.900000000000006 3 42.250000000000007 4 5 9.5000000000000018 6 36.500000000000007 7 43.675000000000004 14.500000000000002 2018.5000000000002 57.500000000000007 16.750000000000004 37.250000000000007 87817200000.000015 3.5000000000000004 1997.5000000000002 34.500000000000007 12.500000000000002 14.500000000000002 8 12.500000000000002 2013.5000000000002 4.5000000000000009
decision_type=9 9 9 8 10 10 9 10 9 9 10 9 10 9 10 10 8 10 10 10 8 10 10 10 10 8 9 8 8 10
left_child=7 -2 -3 4 15 -6 24 8 9 10 -1 20 -11 -10 26 -4 -12 18 -14 -19 -8 -22 -23 -24 -7 -16 -13 29 -29 -28
right_child=1 2 3 -5 5 6 11 -9 13 12 16 14 17 -15 25 -17 -18 19 -20 -21 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0019487888712664159 0.0070882497207645657 0.0026690906515923272 0.0015426080365175921 -0.0024267282634428968 0.0040039090066279924 0.00084037051584004983 -0.00017742473062824616 -0.0020748687299823134 -0.0013391133799938615 -0.0020335245280343629 -0.0026505722543689815 -0.0005328073826594349 0.0019291671386114473 0.00012202788143653721 -0.0025326491220878113 -0.0022301331589815732 -0.0020627679986233716 -0.0020879007967160848 -0.0021140950413538208 -0.00037345238196856201 0.0031658648512234325 3.9805764316938051e-05 0.0017960097917142548 0.0042785680446487361 0.0028373582803753552 -0.0016147873848085226 -0.00016631672752406956 0.0037343104309748298 -0.0013937844788767962 0.0023991507162549296
leaf_weight=39 215 235 27 55 155 54 85 86 110 282 31 116 68 200 26 77 251 139 31 26 64 149 67 33 53 57 26 31 103 60
leaf_count=39 215 235 27 55 155 54 85 86 110 282 31 116 68 200 26 77 251 139 31 26 64 149 67 33 53 57 26 31 103 60
internal_value=-0.00102304 0.00327251 0.00206199 0.000736589 0.00133446 0.00212963 0.00108108 -0.00673469 -0.00626486 -0.00753986 -0.00391566 0.000169082 -0.00955117 -0.0023676 -0.00209302 -0.00685714 -0.00579505 -0.0069434 -0.003 -0.00927711 0.00254279 0.00388535 0.00248 0.00594059 0.00728814 -0.00785714 -0.000712166 0.00103896 -0.00118519 0.0045977
internal_weight=2951 1688 1473 1238 1183 1079 924 1263 1177 867 321 817 546 310 419 104 282 264 99 165 398 313 249 100 107 83 336 220 134 86
internal_count=2951 1688 1473 1238 1183 1079 924 1263 1177 867 321 817 546 310 419 104 282 264 99 165 398 313 249 100 107 83 336 220 134 86
cat_boundaries=0 29 31 48 62 86 88 90 92 93
cat_threshold=1342177280 12 4 134217728 2147483648 0 262144 2147483648 0 0 0 0 10240 0 0 0 0 0 33558528 0 384 0 20971520 8 0 16384 64 0 524288 1073872896 160 268435457 1 1310720 0 0 0 0 8192 2048 48 8192 256 16 0 0 0 1073741840 0 0 0 0 0 1 0 0 0 0 0 2052 0 1048576 268435456 12 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 384 0 20971520 8 1050690 32 67175426 34 1117184 32 28
is_linear=0
shrinkage=0.04


Tree=23
num_leaves=31
num_cat=14
split_feature=8 9 7 8 9 12 0 0 12 0 0 0 7 4 4 8 0 12 6 0 3 12 0 3 0 4 15 12 0 3
split_gain=43.3089 10.8115 5.53084 4.88417 3.2246 3.15139 2.97208 2.90812 2.71182 2.50102 3.11477 2.11435 2.60474 2.48967 1.97391 2.30989 1.73388 1.64756 1.62176 1.2346 1.07245 1.03444 1.02341 0.911984 0.895554 0.716784 1.07425 0.755574 0.820583 1.15762
threshold=0 1 2 3 4 5 46.250000000000007 42.960000000000008 6 30.500000000000004 36.900000000000006 40.250000000000007 7 3215.5000000000005 45.000000000000007 8 40.250000000000007 9 10 32.500000000000007 2011.5000000000002 11 9.5000000000000018 2005.5000000000002 16.750000000000004 972430000.00000012 12 13 42.960000000000008 2015.5000000000002
decision_type=9 9 9 9 9 9 8 8 9 10 10 10 9 8 10 9 10 9 9 10 8 9 10 10 10 10 9 9 10 8
left_child=5 2 -2 -4 7 14 8 18 16 24 -11 12 21 -14 15 -1 23 19 -3 -15 -21 -7 -23 -5 -10 26 27 -12 29 -29
right_child=1 4 3 6 -6 11 -8 -9 9 10 25 -13 13 17 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00099983924385174563 0.0036154318759015068 0.0037120065548747762 0.0017059808986178027 -0.00085133157074988473 0.0078347573353937244 -0.0019085994625212522 -0.0022003615186828541 -0.00077341441488702149 -0.00076356043539846038 0.0025047958312523024 0.00052766545295394711 -0.0019746277805516143 -0.002230784654501221 -0.0019475162467719543 -0.001978965099348251 -0.001691304609540758 -0.0029332583015963111 -0.0010702066108052577 0.0014547473206479823 -0.00021481841407023695 -0.0022264991702032333 -0.0020926884710368654 -0.0019044301639599582 0.0019575232237026442 -0.0021811815996563766 -0.00051586211846174732 0.0012519797968266033 0.001905779894478954 -0.0029578872988583172 -0.0003548924285147592
leaf_weight=132 112 107 106 158 200 127 83 48 26 86 100 49 42 127 40 174 49 190 203 25 102 27 163 26 30 48 149 42 28 109
leaf_count=132 112 107 106 158 200 127 83 48 26 86 100 49 42 127 40 174 49 190 203 25 102 27 163 26 30 48 149 42 28 109
internal_value=-0.00108628 0.00299826 0.000756664 -0.000190295 0.00752197 -0.00688172 -0.00114286 0.00487805 -0.000446009 0.000953895 0.0017762 -0.00825029 -0.00783582 -0.00555332 -0.00336134 -0.00234528 -0.00401639 -0.00476404 0.00643087 -0.00679245 -0.00984375 -0.0107927 -0.00756219 -0.00237838 -0.00701754 0.000503145 0.00102564 -0.000482759 -0.002 -0.000921053
internal_weight=2908 1710 1152 1040 558 1198 934 358 851 618 562 852 803 486 346 306 233 444 310 254 127 317 190 184 56 476 428 279 179 151
internal_count=2908 1710 1152 1040 558 1198 934 358 851 618 562 852 803 486 346 306 233 444 310 254 127 317 190 184 56 476 428 279 179 151
cat_boundaries=0 29 31 48 75 77 79 80 89 112 114 115 116 117 118
cat_threshold=1342177280 12 4 0 2147549184 0 262144 2147483648 0 0 0 33554432 2048 0 0 0 0 0 33558528 0 384 0 20971520 8 0 0 64 0 524416 257 30720 0 128 0 0 0 0 0 8192 0 0 32 128 0 0 0 0 1073741840 0 0 0 0 0 0 0 0 0 0 0 2052 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 4 128 52 2050 32 84256 0 128 67108864 0 0 0 0 131072 65536 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20971520 1171488 2 208 83952896 201326592 2
is_linear=0
shrinkage=0.04


Tree=24
num_leaves=31
num_cat=9
split_feature=8 7 8 0 12 12 8 0 0 8 2 0 2 0 3 0 0 3 12 2 12 2 2 2 2 4 2 0 4 2
split_gain=39.4918 7.87367 5.50945 5.47062 4.66101 3.53248 4.09736 3.22141 2.75228 2.51979 1.6897 1.65577 1.58974 1.52947 1.38542 1.68103 1.7253 1.31861 2.02838 1.1751 1.11768 1.04637 1.38345 1.0385 1.00667 2.41894 1.00264 0.982762 0.979077 0.942157
threshold=0 1 2 52.740000000000002 3 4 5 43.175000000000004 43.675000000000004 6 4.5000000000000009 30.500000000000004 65.500000000000014 14.500000000000002 2021.5000000000002 30.500000000000004 35.850000000000009 2019.5000000000002 7 37.500000000000007 8 20.500000000000004 4.5000000000000009 10.500000000000002 12.500000000000002 15385520000.000002 14.500000000000002 27.750000000000004 2772799500.0000005 1750.0000000000002
decision_type=9 9 9 8 9 9 9 10 10 9 10 10 10 10 8 10 10 8 9 8 9 10 8 10 10 8 10 10 10 8
left_child=5 7 23 4 8 9 20 29 14 12 -9 -6 26 -8 -4 -16 -17 -13 19 -19 -7 22 -18 -3 -20 28 -1 -22 -26 -2
right_child=1 2 3 -5 11 6 13 10 -10 -11 -12 17 -14 -15 15 16 21 18 24 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0023421671013553434 0.0049479265476773905 0.0015688002965512026 0.0010223313361649034 -0.0021748374743350497 -0.0019204618811392749 -0.0018901686607707901 -0.0020086987911489729 0.0019377715466907829 -0.0022385737325154409 -0.001492527622991382 -0.00229329425189178 0.0022082966485032075 0.0019484961257413148 -0.0018575579218866878 -0.0021007454746081321 0.0042901449960590556 -0.001576936050367479 -0.0010046732837213667 0.0016994022843039858 0.0008920158852264848 0.001856930791948841 -0.0017757759119202633 0.00059181947994627396 0.0040567670307289205 0.0023774720175751794 -0.00054449676530595066 -0.0022984908931397287 -0.0010341403976515551 0.0059610265151597017 0.0030017520151671209
leaf_weight=27 200 64 108 34 58 100 101 30 58 234 35 192 43 508 29 25 30 82 222 37 51 83 108 77 28 125 70 112 31 48
leaf_count=27 200 64 108 34 58 100 101 30 58 234 35 192 43 508 29 25 30 82 222 37 51 83 108 77 28 125 70 112 31 48
internal_value=-0.0010166 0.00293878 0.00161198 0.00072958 0.00118324 -0.00639618 -0.00783692 0.00858025 -0.00207965 -0.00290909 0.000909091 0.00302799 0.0013245 -0.00970968 -0.000885417 -0.0023913 -0.00129555 0.00359331 0.00254753 -0.002 -0.00328467 -0.00243243 -0.00028777 0.00881579 0.00383693 0.00172973 -0.00142857 -0.00103448 0.00833333 0.0109237
internal_weight=2950 1704 1391 1250 1216 1246 872 313 441 374 65 775 140 609 383 275 246 717 525 119 263 221 138 141 406 184 97 163 59 248
internal_count=2950 1704 1391 1250 1216 1246 872 313 441 374 65 775 140 609 383 275 246 717 525 119 263 221 138 141 406 184 97 163 59 248
cat_boundaries=0 29 46 66 68 70 99 122 123 124
cat_threshold=1342177280 12 0 0 2147483648 0 262144 2147483648 0 0 0 131072 2048 0 0 0 0 0 33558528 0 384 0 20971520 8 0 49152 0 0 524288 268435457 1 1074790400 2048 32 0 0 8192 0 32 32800 256 144 0 0 32 1073741840 16 0 0 0 0 1 0 0 0 0 0 2052 0 1048576 0 0 0 0 0 8192 16992352 2 2050 32 0 0 0 0 0 0 262144 2147483648 0 0 0 131072 2048 0 0 0 0 0 33554432 0 128 0 0 0 0 16384 0 0 524288 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20971520 40960 106496
is_linear=0
shrinkage=0.04


Tree=25
num_leaves=31
num_cat=11
split_feature=7 9 0 7 12 17 12 2 2 4 14 3 12 2 0 3 7 9 2 2 1 2 2 2 3 9 2 0 2 4
split_gain=25.3055 11.0417 8.2787 6.14968 5.47642 3.36281 3.24089 2.86221 2.56686 2.4479 2.41429 2.25429 1.99312 1.91886 1.67249 1.62009 1.74326 1.42673 1.36194 1.28509 1.52216 1.109 1.09679 1.05163 0.965263 0.964212 0.961855 0.928797 1.25969 0.7854
threshold=0 1 42.960000000000008 2 3 4 5 4.5000000000000009 29.500000000000004 1972110000.0000002 6 1992.5000000000002 7 13.500000000000002 46.250000000000007 2002.5000000000002 8 9 689.50000000000011 10.500000000000002 4.5000000000000009 6.5000000000000009 72.500000000000014 53.500000000000007 2018.5000000000002 10 99.000000000000014 38.57500000000001 47.500000000000007 6050.0000000000009
decision_type=9 9 8 9 9 9 9 10 10 10 9 10 9 10 10 10 9 9 8 10 10 8 10 10 8 9 10 10 10 8
left_child=4 25 3 26 27 -5 21 -4 13 14 11 17 15 19 -9 16 22 -8 29 20 -6 -7 23 -10 -14 -2 -3 -1 -29 -19
right_child=1 2 7 5 8 6 10 9 12 -11 -12 -13 24 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0017803439315909487 0.002589467856852714 0.0028563289097258962 -0.00016608004027887091 -0.00082159773277876266 0.0025690507985871138 -0.0013459005279965908 -0.00082899718781966666 -0.0017825851265233438 0.001897538834270982 -0.00039270577089638435 0.0028889523001380726 0.0012868229996703918 -0.001925795177019296 -0.0018637167352197536 -0.0021513202855532043 0.0029141901767491163 -0.001733496771700942 -0.00035212538618182519 -0.000332217756918638 0.0006030804087986041 -0.0017748215271842583 -6.667039045499479e-05 0.0021539992057849132 -0.0022153776627070699 -0.0018294550908167651 0.0087692090621055395 0.0076847612792622757 -0.001847202138031463 -0.00019447576533274002 0.002019310946959685
leaf_weight=157 102 170 117 248 28 48 127 61 52 41 131 157 37 173 66 27 103 29 49 33 134 226 25 26 193 118 37 46 25 138
leaf_count=157 102 170 117 248 28 48 127 61 52 41 131 157 37 173 66 27 103 29 49 33 134 226 25 26 193 118 37 46 25 138
internal_value=-0.00113504 0.00167377 0.000519324 0.00182219 -0.00603738 0.000635739 0.00176856 -0.00566434 -0.0043943 -0.00899408 0.00333333 0.00195695 -0.0024569 -0.00693767 -0.0117188 0.000245902 -0.000966184 0.000174419 0.00211454 -0.00418367 -0.00564417 -0.00182456 0.00263158 0.000506329 -0.00497925 0.00987013 0.00798165 -0.0115481 -0.00805556 0.00392857
internal_weight=2924 1865 1645 1360 1059 1153 905 285 831 168 631 500 463 368 127 233 206 343 216 195 162 274 103 78 230 220 207 228 71 167
internal_count=2924 1865 1645 1360 1059 1153 905 285 831 168 631 500 463 368 127 233 206 343 216 195 162 274 103 78 230 220 207 228 71 167
cat_boundaries=0 13 15 32 33 34 36 37 38 47 49 51
cat_threshold=0 128 1140850688 524804 0 134217728 131072 268566528 33622016 134217728 0 0 276824064 1073872896 160 131074 1 1048576 0 524288 0 0 8192 0 32 0 0 128 268435456 0 0 4112 83952640 19 1263648 2 139265 166210 0 0 67108864 4 0 0 131072 0 65536 0 2048 0 32
is_linear=0
shrinkage=0.04


Tree=26
num_leaves=31
num_cat=10
split_feature=8 9 0 7 12 12 0 17 1 8 2 0 3 5 2 0 2 7 11 2 2 3 5 0 3 12 2 1 1 2
split_gain=37.6302 8.84359 7.30511 4.6793 4.20562 3.42656 2.74099 2.09854 2.47988 2.02369 1.90538 2.40353 1.61238 1.79268 1.52308 1.30517 1.3791 1.23071 1.13475 1.29184 1.02442 1.11207 0.973973 0.967945 0.915188 1.81808 2.73981 1.83289 1.19311 0.911289
threshold=0 1 47.250000000000007 2 3 4 9.5000000000000018 5 5.5000000000000009 6 7.5000000000000009 40.250000000000007 2001.5000000000002 2.5000000000000004 5.5000000000000009 40.250000000000007 11.500000000000002 7 8 7.5000000000000009 19.500000000000004 2013.5000000000002 1.0000000180025095e-35 42.250000000000007 2010.5000000000002 9 11.500000000000002 5.5000000000000009 3.5000000000000004 5.5000000000000009
decision_type=9 9 8 9 9 9 10 9 8 9 8 10 10 8 8 10 10 9 9 10 8 8 10 10 8 9 10 8 10 10
left_child=4 -2 3 15 6 12 -1 8 -7 22 -11 17 13 -5 -4 29 -17 -12 23 -20 -19 -22 -8 -6 -9 28 -27 -28 -26 -3
right_child=1 2 14 5 18 7 9 24 -10 10 11 -13 -14 -15 -16 16 -18 20 19 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0014402777442617421 0.0062409711468755799 0.0029191644625981895 0.00059532651367128159 0.00099443993026056884 -0.0016759818162148576 -0.0022239847913954236 0.00054372670268403316 0.0022542382204159138 0.0041610201530676962 -1.0112324521074356e-05 -0.0018567922126869264 -0.0018520655774780436 0.002045016734447529 -0.00110710516692631 -0.0020548766574207634 0.0028344312607054434 -0.00037699754006055743 -0.0019156192451191601 -0.0017513220833303934 -0.0017713337740250523 -0.002329426694319956 -0.00071180727808670238 -0.0011244881874010559 -0.0017435933341290878 0.0027733942081325578 0.0023065859230751331 -0.00018643462197886151 0.0035928724350885945 -0.0004390506191430532 0.0041444101165722461
leaf_weight=60 208 61 25 56 173 76 82 104 29 70 109 39 67 268 92 46 33 73 54 322 40 168 29 25 29 190 142 47 104 108
leaf_count=60 208 61 25 56 173 76 82 104 29 70 109 39 67 268 92 46 33 73 54 322 40 168 29 25 29 190 142 47 104 108
internal_value=-0.00119454 0.00270047 0.00157258 0.00240999 -0.00643825 0.00124666 -0.0041116 0.00286885 -0.00224138 -0.00497545 -0.006 -0.00711628 -0.00174129 -0.00295385 -0.0079661 0.00725869 0.00325 -0.00613811 -0.00902564 -0.010646 -0.00417808 -0.00287081 0.000163934 -0.00555024 0.00376396 0.00311891 0.00446154 0.00115789 -0.000972222 0.00952941
internal_weight=2929 1685 1477 1360 1244 1112 670 721 105 610 499 429 391 324 117 248 79 390 574 376 281 208 111 198 616 512 379 189 133 169
internal_count=2929 1685 1477 1360 1244 1112 670 721 105 610 499 429 391 324 117 248 79 390 574 376 281 208 111 198 616 512 379 189 133 169
cat_boundaries=0 29 31 48 50 51 52 81 90 91 93
cat_threshold=1342177280 12 4 134217728 2147549184 0 262144 2147483648 0 0 0 33554432 2112 0 0 0 0 0 33558528 0 384 0 20971520 8 0 0 64 0 524288 1073872896 160 268435459 0 1048576 0 32 0 0 8192 0 32 0 128 16 0 0 0 1073745936 149826 32 247840 18 1073741824 0 0 0 2147483648 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 4194304 0 0 0 0 0 524288 0 0 0 0 0 0 0 131072 2048 32772 83895296 2
is_linear=0
shrinkage=0.04


Tree=27
num_leaves=31
num_cat=10
split_feature=7 9 7 12 1 9 1 1 17 2 7 2 5 2 2 7 12 3 4 3 2 2 2 3 2 4 2 2 4 12
split_gain=30.7634 12.2098 4.85731 4.54871 3.22479 2.64846 2.30311 2.29745 2.08888 1.96088 1.89893 1.88993 1.6092 1.55414 2.29904 2.29685 1.53132 2.45305 1.78098 1.37772 1.35791 1.31798 1.20181 1.08548 1.52927 1.08225 1.07707 1.22247 1.00345 1.00025
threshold=0 1 2 3 5.5000000000000009 4 2.5000000000000004 3.5000000000000004 5 2.5000000000000004 6 44.500000000000007 1.0000000180025095e-35 29.500000000000004 12.500000000000002 7 8 2010.5000000000002 33.000000000000007 1.0000000180025095e-35 64.500000000000014 23.500000000000004 1.5000000000000002 1996.5000000000002 1.5000000000000002 2560040000.0000005 3.5000000000000004 129.50000000000003 5965.0000000000009 9
decision_type=9 9 9 9 8 9 10 10 9 10 9 10 10 10 10 9 9 8 10 10 10 10 10 10 10 10 8 10 10 9
left_child=3 2 22 7 8 6 -3 11 20 -8 -9 -1 29 14 -12 -15 18 -18 23 -11 25 -21 -2 24 -10 -4 -19 -28 -7 -6
right_child=1 5 4 -5 12 28 9 10 16 19 13 -13 -14 15 -16 -17 17 26 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0027262254204883972 0.0018386539765837284 0.0059910317109220304 -0.0013233854863896966 -0.0016560925528640526 0.0017702376212950456 0.0092378357262942502 -0.00072263161400549342 5.3947670593643695e-05 -0.00078026816877606819 0.00096108743080620235 -0.00096509511086196654 -0.0024702998263807529 0.0041331749275545348 0.00055119207735280899 -0.0018403541025197258 -0.0016774373527065479 0.0022091488765022048 4.9403712280096105e-05 -0.0020722022491450787 0.0034311788916320295 -0.0020962828761637909 0.0012889357761579846 0.0034506502516165939 -0.00023009682787758834 0.0015570716273651897 0.00025078486054333385 -0.0020841939697950097 0.00047238539218994905 0.0049801512934747197 -0.00059112326135910107
leaf_weight=28 42 41 257 521 112 135 31 114 36 124 133 27 41 112 96 164 40 29 25 68 26 55 71 72 153 29 124 26 35 155
leaf_count=28 42 41 257 521 112 135 31 114 36 124 133 27 41 112 96 164 40 29 25 68 26 55 71 72 153 29 124 26 35 155
internal_value=-0.00121793 0.00219793 6.40512e-05 -0.0061194 -0.000757042 0.00748 0.00490909 -0.00379562 -0.00207824 0.0037276 -0.00454839 0.00392857 0.00271845 -0.00554264 -0.00808696 -0.00361011 -0.000426357 -0.00286957 0.00148148 0.00491935 -0.00458204 0.00790323 0.00758065 0.00251908 0.00410526 -0.00390244 -0.005 -0.00635762 0.0117127 0.00156716
internal_weight=2922 1727 1238 1195 1125 489 319 674 817 278 619 55 308 505 229 276 505 219 286 247 312 123 113 261 189 286 179 150 170 267
internal_count=2922 1727 1238 1195 1125 489 319 674 817 278 619 55 308 505 229 276 505 219 286 247 312 123 113 261 189 286 179 150 170 267
cat_boundaries=0 18 20 37 39 41 42 59 68 70 72
cat_threshold=16384 144 1140850688 2621956 0 2 131072 805437440 33622016 402661376 0 64 268435456 0 0 0 1073741952 256 257 63488 131072 0 0 0 0 0 0 8192 0 0 32 128 16 0 0 0 16 1091650 32 128 52 10 0 128 1140850688 0 0 0 0 536870912 0 8192 0 0 0 0 0 0 1073741824 0 0 0 4 0 0 131072 0 65536 85001474 32 32770 32
is_linear=0
shrinkage=0.04


Tree=28
num_leaves=31
num_cat=5
split_feature=8 0 11 0 1 0 9 0 4 0 11 4 0 2 3 2 0 17 2 4 4 1 2 5 2 0 2 5 0 3
split_gain=36.876 7.02082 4.94535 4.22467 5.79855 4.27889 4.49471 2.72932 2.67374 2.43334 2.80104 1.84454 1.75144 1.6919 1.67925 1.63179 1.43939 1.3906 1.30762 1.28405 1.35381 1.25063 1.0478 1.17661 0.982424 0.976438 0.969121 0.903243 0.888945 1.72869
threshold=0 42.960000000000008 1 30.500000000000004 5.5000000000000009 37.750000000000007 2 52.740000000000002 625.00000000000011 40.250000000000007 3 22819750000.000004 18.500000000000004 4.5000000000000009 2023.5000000000002 4.5000000000000009 9.5000000000000018 4 14.500000000000002 25409110000.000004 5595120000.000001 5.5000000000000009 37.500000000000007 1.0000000180025095e-35 25.500000000000004 32.500000000000007 40.500000000000007 3.5000000000000004 38.57500000000001 2019.5000000000002
decision_type=9 8 9 10 10 10 9 8 8 10 9 8 10 8 8 10 10 9 10 8 10 10 10 10 10 10 10 8 10 8
left_child=8 2 14 12 5 11 -7 15 -1 10 13 -5 -4 -10 -2 -3 -12 -8 -11 20 -17 22 23 -15 -21 -13 27 -19 -18 -30
right_child=1 7 3 4 -6 6 17 -9 9 18 16 25 -14 21 -16 19 28 26 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0016933611506868473 0.00058640617940461934 0.0006644643148870699 0.00021250156726310365 0.005769753525473007 0.0043782993949702843 0.0055654169190021462 -0.00029125906811128033 -0.0019893141591792586 0.0015393910392690203 -0.00091430618002178224 -0.0017375691372361502 0.0060606438134064439 -0.0016253677420866453 -0.0015794917870917758 -0.0012228523846405182 -0.001107590077287739 -0.0016163500231462535 0.0027892607213021847 -0.0016621140152190605 -0.002200397363240967 0.0017127211801298615 0.0019291192060252272 -0.00045752069484130688 -0.00014089321527407605 -0.0019012444703948007 0.0017266241192107402 0.0012373783451116794 0.00024075346612157489 0.00079193223195719756 -0.0018228216701366051
leaf_weight=76 33 106 29 45 113 144 132 45 51 27 85 33 48 142 73 25 477 55 54 42 26 50 121 53 49 106 143 469 28 68
leaf_count=76 33 106 29 45 113 144 132 45 51 27 85 33 48 142 73 25 477 55 54 42 26 50 121 53 49 106 143 469 28 68
internal_value=-0.000963038 0.00282571 0.00400281 0.00465361 0.00525383 0.00437943 0.0032839 -0.00278912 -0.00621078 -0.00577355 -0.00526022 0.00994595 -0.00435897 -0.00247664 -0.00410256 -0.0011245 -0.00687593 0.002 -0.012439 -0.00391608 0.00115385 -0.00348774 -0.0044164 -0.00622449 -0.00673913 0.00757143 0.00274336 0.00198095 -0.00770035 -0.00412371
internal_weight=2948 1716 1423 1317 1240 1127 943 293 1232 1156 1075 184 77 417 106 248 658 799 81 142 51 366 316 195 91 139 667 524 573 96
internal_count=2948 1716 1423 1317 1240 1127 943 293 1232 1156 1075 184 77 417 106 248 658 799 81 142 51 366 316 195 91 139 667 524 573 96
cat_boundaries=0 30 32 34 36 37
cat_threshold=1342177280 12 4 134217728 2147549184 0 786432 2147483648 1 0 0 0 8192 0 0 0 0 0 4096 0 384 0 20971520 8 0 32768 64 0 524288 4096 67141664 65536 1073872896 160 32772 2147483648 18
is_linear=0
shrinkage=0.04


Tree=29
num_leaves=31
num_cat=11
split_feature=9 11 14 0 12 0 1 6 14 4 12 12 3 0 6 1 0 5 0 0 1 6 5 4 6 0 4 3 4 1
split_gain=20.8847 12.5923 7.46537 6.64933 4.42788 4.08242 4.10519 2.7466 2.07351 1.95234 1.80256 1.65501 1.57113 1.56539 1.14905 0.895399 0.851981 0.834034 0.748571 0.688816 1.09683 0.611874 0.55358 0.495188 0.752938 0.966347 0.48315 0.47229 0.449234 0.879465
threshold=0 1 2 42.250000000000007 3 30.500000000000004 5.5000000000000009 4 5 520.00000000000011 6 7 2004.5000000000002 9.5000000000000018 8 5.5000000000000009 26.500000000000004 1.5000000000000002 46.250000000000007 40.250000000000007 5.5000000000000009 9 2.5000000000000004 3215.5000000000005 10 32.500000000000007 86.000000000000014 2008.5000000000002 10087555000.000002 6.5000000000000009
decision_type=9 9 9 8 9 10 8 9 9 8 9 9 8 10 9 10 10 8 8 10 8 9 8 8 9 10 10 8 8 8
left_child=1 4 -3 5 -1 16 9 19 15 -7 14 -8 -9 -6 -11 18 -4 -14 -5 27 -21 -12 -16 -15 -25 -26 -19 -2 -13 -30
right_child=7 2 3 8 13 6 11 12 -10 10 21 28 17 23 22 -17 -18 26 -20 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0015502189210847206 0.0035906050461392172 0.0033383041823850591 -0.0014989513730206739 -0.0016276470787236973 0.00091032512107517508 -0.0010683830415018746 0.0040383039419344159 0.0044274403476617158 -0.00076305257173956418 -0.0013717379150440224 -0.00017234723576123656 0.0040973212916838265 -0.0014505226231752034 -0.0015198386925733588 0.00073485328536666123 -0.0014904578611117359 -0.0018446508054619671 0.0016932838642445347 -0.0018714555272944721 0.00044664161728647401 0.0068113134786825218 0.00055689030866695082 -0.00019988890440664876 -0.0016884792256114877 0.00066939449062793695 -0.0013065083328198312 -0.00046967525003147162 0.0071240194283064186 0.0023700699595835674 -0.00056869137472400407
leaf_weight=277 39 105 132 63 70 41 112 35 159 151 114 35 27 33 40 52 31 104 59 35 35 322 173 290 52 74 25 126 54 90
leaf_count=277 39 105 132 63 70 41 112 35 159 151 114 35 27 33 40 52 31 104 59 35 35 322 173 290 52 74 25 126 54 90
internal_value=-0.00122463 -0.0026063 -0.000676606 -0.00136669 -0.00674102 -7.71605e-05 0.000776699 0.00686499 -0.00640719 -0.00064133 -0.00019975 0.00486301 0.00287129 -0.00433962 -0.00224 -0.0092973 -0.00597561 0.00127389 -0.0117073 0.0098374 0.00676056 0.00152125 -0.000267857 -0.00528889 -0.00489209 -0.00175182 0.00261538 0.0116867 0.002 0.00110345
internal_weight=2955 2529 1733 1628 796 1295 1132 426 333 841 800 291 191 519 364 174 163 156 122 235 70 436 213 449 416 126 129 165 179 144
internal_count=2955 2529 1733 1628 796 1295 1132 426 333 841 800 291 191 519 364 174 163 156 122 235 70 436 213 449 416 126 129 165 179 144
cat_boundaries=0 2 5 6 7 8 9 11 13 14 15 16
cat_threshold=257 30724 2147532832 2148007936 1 144 84116512 194 8192 117856 2 32770 32 258 10 8
is_linear=0
shrinkage=0.04


Tree=30
num_leaves=31
num_cat=9
split_feature=8 9 1 12 1 12 4 9 6 6 1 2 4 6 2 4 2 2 2 8 2 2 2 2 2 2 5 2 2 2
split_gain=38.5266 7.08455 4.58951 4.4897 3.90243 2.93283 2.9164 2.8688 2.24297 2.13219 2.3855 2.13077 1.67647 1.49671 1.41919 1.3209 1.22957 0.961628 1.17788 0.954335 1.97104 1.25007 0.947493 1.12982 0.922984 0.862645 0.781813 0.81372 1.81771 0.929172
threshold=0 1 5.5000000000000009 2 3.5000000000000004 3 7470085000.000001 4 5 6 3.5000000000000004 163.00000000000003 45.000000000000007 7 12.500000000000002 4041470000.0000005 29.500000000000004 2583.5000000000005 33.500000000000007 8 15.500000000000002 71.500000000000014 44.500000000000007 57.500000000000007 6.5000000000000009 21.500000000000004 3.5000000000000004 12.500000000000002 16.500000000000004 24.500000000000004
decision_type=9 9 8 9 8 9 10 9 9 9 10 10 10 9 10 10 10 8 10 9 8 10 10 10 8 10 8 10 10 10
left_child=3 2 5 4 -1 17 -4 -3 14 15 -11 13 19 16 -5 -9 -7 18 25 21 -21 -6 -10 -24 -12 -2 -15 -28 -29 -30
right_child=1 7 6 8 12 11 -8 9 22 10 24 -13 -14 26 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=0.0023173591212754729 -0.0009649577913225471 0.0071931992884354656 0.0020362613635855099 0.000299092447956113 -0.001406169085362663 0.0002699339783300303 -0.001601856084872324 0.0024946488563901072 -0.0015677163330743227 0.0043371933177858328 -0.001315558482020407 0.0018822830790839974 -0.0016021832285140647 0.00068383259404125596 -0.00081699914675073873 0.007594884578027177 0.0038525560385074442 -0.0029633959082737251 -0.00059824299261748595 -0.0008028757117291719 -0.0017443199941239486 0.0012769052721160535 -0.001644888112751488 -0.001547247087297734 0.00047186836180280523 -0.0015405635339555345 -0.00017530968749039034 -0.002863235934081203 0.00019190875574018662 -0.0015873045113733043
leaf_weight=45 103 103 291 44 183 111 25 314 382 44 51 56 53 44 58 27 32 27 77 75 110 41 45 177 155 25 104 25 25 92
leaf_count=45 103 103 291 44 183 111 25 314 382 44 51 56 53 44 58 27 32 27 77 75 110 41 45 177 155 25 104 25 25 92
internal_value=-0.00131749 0.00251435 0.000400763 -0.00674837 -0.00366795 -0.00135734 0.0044164 0.00561702 -0.00887029 0.00435216 0.00137931 0.00044 -0.00483801 -0.000506912 -0.00247788 0.00642045 0.00272727 -0.00493827 -0.00417476 -0.00395122 -0.00602041 -0.00187234 -0.00988618 -0.00789238 -0.000386473 -0.00651163 -0.00212625 -0.00307692 -0.00503497 -0.00288136
internal_weight=2944 1731 1037 1213 507 721 316 694 706 591 250 489 462 433 102 341 143 232 205 409 185 224 604 222 206 128 290 246 142 117
internal_count=2944 1731 1037 1213 507 721 316 694 706 591 250 489 462 433 102 341 143 232 205 409 185 224 604 222 206 128 290 246 142 117
cat_boundaries=0 29 31 33 35 37 38 39 40 63
cat_threshold=268435456 12 4 134217728 2147549184 0 262144 0 1 0 0 131072 10240 0 0 0 0 0 4096 2 384 0 20971520 8 0 0 64 0 524288 257 47104 1050690 32 19552 32 1073872896 128 6 210 82 0 4 0 0 2147483648 0 0 0 0 0 0 131072 8192 0 0 0 0 0 0 0 256 0 20971520
is_linear=0
shrinkage=0.04


Tree=31
num_leaves=31
num_cat=11
split_feature=8 7 1 8 12 12 5 4 8 13 7 3 6 3 1 12 5 4 1 3 12 4 4 3 3 3 4 4 1 3
split_gain=28.8204 8.08223 4.91396 3.88933 3.61794 3.19877 2.31773 2.03199 2.31734 1.40016 1.32803 1.24446 1.23415 1.15566 1.1642 0.99811 1.15556 0.971097 0.878765 0.920914 0.844468 0.823696 0.811245 0.719265 0.705813 0.685455 0.684056 0.659164 0.624665 0.598624
threshold=0 1 3.5000000000000004 2 3 4 10.500000000000002 45.000000000000007 5 6 7 1971.5000000000002 8 1975.5000000000002 3.5000000000000004 9 1.0000000180025095e-35 676.50000000000011 5.5000000000000009 2006.5000000000002 10 73462200.000000015 6670500000.000001 2003.5000000000002 2008.5000000000002 2012.5000000000002 29019565000.000004 575.00000000000011 4.5000000000000009 1977.5000000000002
decision_type=9 9 10 9 9 9 8 10 9 9 9 10 9 10 10 9 10 10 8 10 9 10 8 10 10 8 8 10 10 10
left_child=2 18 -1 29 7 13 17 8 -4 12 -10 15 25 14 21 16 -12 -7 19 -2 -16 -5 -14 -15 -6 -8 28 -9 -11 -3
right_child=1 3 4 5 24 6 9 27 10 26 11 -13 22 23 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00093775482023314535 0.0020407343517037544 0.0017010048704496229 0.00041123532713942978 0.0012919090451697101 -0.0014209684475061123 -0.0018541896300388317 0.0027523942035205806 -0.0015748767405365527 -0.0014910420367863963 0.0045851453290721624 -0.001544860099629517 -0.0017970582146644887 -0.0013600033108231457 0.00099644028370647684 -0.00060489812244746588 2.8383051950768844e-05 0.00050862940913859239 0.0019507778974028156 0.0052162883100857014 -0.00082712094783360618 -0.0015678204729313451 -0.00050617584489884846 -0.00017635397505085139 -0.00017413997269557057 -0.000478769786287927 0.00020130940354547988 0.0016305320930475632 -0.0014829356206161038 0.0016456440470844313 0.0038006931873914239
leaf_weight=140 160 99 104 48 426 59 32 34 134 25 105 63 25 41 123 153 40 25 138 25 154 35 120 97 29 99 279 37 46 40
leaf_count=140 160 99 104 48 426 59 32 34 134 25 105 63 25 41 123 153 40 25 138 25 154 35 120 97 29 99 279 37 46 40
internal_value=-0.00106948 0.00237954 -0.00559561 0.000986745 -0.00651865 0.000229696 0.00194175 -0.00440529 -0.0037 0.00280702 -0.00478261 -0.00327957 0.000557491 -0.00220039 -0.0034349 -0.00227425 -0.00448718 -0.00423529 0.00796407 0.00634409 -0.00467626 0.000714286 -0.00192308 0.000863309 -0.0093133 0.00323944 0.00443213 -0.0108333 0.00805556 0.00706667
internal_weight=2935 1670 1265 1347 1125 1208 710 670 599 626 495 361 276 498 360 298 145 84 323 185 277 83 145 138 455 131 350 71 71 139
internal_count=2935 1670 1265 1347 1125 1208 710 670 599 626 495 361 276 498 360 298 145 84 323 185 277 83 145 138 455 131 350 71 71 139
cat_boundaries=0 26 43 63 65 66 92 93 102 103 104 105
cat_threshold=1342177280 12 4 134217728 2147549184 0 786432 2147483648 1 0 0 0 10240 0 0 0 0 0 33558528 0 384 0 20971520 8 0 16384 268435459 1 1056768 2048 34 0 0 8192 0 32 0 256 144 0 0 0 1073741840 16 2 0 0 0 1 0 0 0 0 0 2052 0 0 0 0 0 0 0 8192 1189986 32 216416 0 4 0 0 2147483648 0 0 2147483648 1 0 0 0 8192 0 0 0 0 0 0 0 0 0 0 0 0 16384 12 0 0 0 0 0 0 0 131072 2048 70 8258 67840
is_linear=0
shrinkage=0.04


Tree=32
num_leaves=31
num_cat=9
split_feature=8 9 0 11 1 8 14 0 1 3 8 6 0 0 3 9 9 1 3 4 0 0 0 0 4 0 0 4 3 4
split_gain=27.3673 9.22001 5.86177 3.3495 2.74558 3.72502 2.43882 1.92257 1.8621 2.24203 2.52743 1.83884 1.72999 1.61727 1.58608 1.54186 1.32655 1.15235 0.922774 0.862756 0.814082 0.748026 1.49384 0.742295 0.678018 0.55512 0.657185 0.521341 0.510119 0.475033
threshold=0 1 42.960000000000008 2 3.5000000000000004 3 4 54.500000000000007 5.5000000000000009 2010.5000000000002 5 6 39.07500000000001 42.250000000000007 2023.5000000000002 7 8 5.5000000000000009 2001.5000000000002 1445190000.0000002 47.250000000000007 38.57500000000001 21.500000000000004 45.425000000000004 208770000.00000003 39.07500000000001 32.500000000000007 81348.500000000015 1995.5000000000002 54014.000000000007
decision_type=9 9 8 9 10 9 9 8 10 8 9 9 10 10 8 9 9 10 10 10 10 10 10 10 10 10 10 10 10 8
left_child=4 -2 3 14 -1 25 8 15 9 18 27 16 19 17 -3 23 -12 21 -5 -8 -17 22 -7 -4 -14 26 -6 -11 -10 -18
right_child=1 2 7 6 5 13 12 -9 28 10 11 -13 24 -15 -16 20 29 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013023388156864258 0.0086378631244949846 0.0016737476162404618 -0.0026403883419703436 0.00055207039738355943 -0.0013744511063816846 0.0012100373159339029 0.0024937700839323894 -0.0018361750107596464 0.0013680127150875877 0.0025684205750237865 -0.00079295864456007336 -0.00054745300258932875 0.00062135644056130705 -0.0013438431409219121 -0.0016252804610702044 0.0010396166416531117 0.0018533723958621096 0.0026719689851817208 0.0031695245858494661 0.0074185310351343502 -0.00078577909337973039 -0.00035078984713543093 -0.0014748258438218899 -0.00052552345791390565 -0.0016484745295251458 -0.0014285184659055261 -0.0019429226121039989 0.00027182601500811641 0.00393484806956188 0.00081886406293541826
leaf_weight=154 105 25 72 85 518 25 175 35 75 86 121 272 74 70 78 68 25 35 96 35 48 183 57 45 27 143 50 25 29 161
leaf_count=154 105 25 72 85 518 25 175 35 75 86 121 272 74 70 78 68 25 35 96 35 48 183 57 45 27 143 50 25 29 161
internal_value=-0.00119413 0.0020079 0.00123501 0.00228777 -0.00573034 -0.00648799 0.00283732 -0.00416357 0.00180527 0.0012156 0.000173661 -0.000915254 0.00590062 -0.00293963 -0.00438596 -0.00282051 0.00119497 -0.00172757 0.00516484 0.00815166 0.000629921 -0.00263158 -0.00578313 -0.00578125 0.00176471 -0.00817175 -0.00885764 0.00540984 0.00685714 0.00324873
internal_weight=2997 1762 1657 1389 1235 1081 1286 268 975 871 690 579 311 370 103 233 307 300 181 210 116 265 82 117 101 711 568 111 104 186
internal_count=2997 1762 1657 1389 1235 1081 1286 268 975 871 690 579 311 370 103 233 307 300 181 210 116 265 82 117 101 711 568 111 104 186
cat_boundaries=0 30 32 34 58 59 73 74 76 78
cat_threshold=268435456 12 4 134217728 2147549184 0 262144 2147483648 1 0 0 131072 0 0 0 0 0 0 33558528 0 384 0 20971520 8 0 49152 0 0 0 4096 1073741824 128 32801 65536 0 12 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 4096 0 384 0 16777216 8 139265 0 0 0 0 0 1 0 0 0 0 0 2052 0 512 456 0 2052 0 28672
is_linear=0
shrinkage=0.04


Tree=33
num_leaves=31
num_cat=14
split_feature=8 9 12 0 7 6 0 7 13 12 9 0 7 1 9 4 4 0 15 3 6 2 2 3 2 1 13 2 2 2
split_gain=29.2023 8.68486 6.41933 4.06933 4.17075 3.32394 3.31837 2.07222 2.05038 1.99522 2.86419 1.85517 1.898 1.92214 1.61181 1.52649 1.32641 1.67037 1.25946 1.20325 1.17801 1.18502 1.08145 1.07771 1.49713 1.15072 1.07177 1.30262 1.50165 1.15696
threshold=0 1 2 46.250000000000007 3 4 9.5000000000000018 5 6 7 8 40.250000000000007 9 5.5000000000000009 10 1800.0000000000002 2091500000.0000002 42.960000000000008 11 2018.5000000000002 12 35.500000000000007 13.500000000000002 1995.5000000000002 29.500000000000004 4.5000000000000009 13 99.000000000000014 10.500000000000002 15.500000000000002
decision_type=9 9 9 8 9 9 10 9 9 9 9 10 9 10 9 8 10 10 9 8 9 8 8 10 10 10 9 10 10 10
left_child=2 3 6 4 -2 16 -1 -6 -7 10 -9 12 13 -8 23 -14 17 -3 20 -17 21 -12 -5 24 25 -4 29 28 -28 -11
right_child=1 5 14 22 7 8 11 9 -10 26 18 -13 15 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0018776330923235918 0.0025612260846694214 0.0054439140580342382 -0.0017288979162075791 -0.00025314817229109109 -0.0012509746094046647 -0.00057075801528878151 -0.0013075678918133349 -0.00036088601622928705 0.0032929960145767724 -0.00027162303464265845 0.00026786572951273516 -0.0014083319021872499 -0.0013664540994458463 -0.0015880571127404864 -0.0012474518142630586 -0.0018489718035485936 0.010048883690168644 0.00033440645377268651 0.0023713686425739411 0.00043497741674009661 -0.00042677276031461987 0.0014519810582649484 -0.0016979978853912314 -0.0016608505483281279 -0.0013954782830167289 -0.0013098331013397058 -0.00014298471041286121 0.00075871729172007464 -0.0020348142504064627 0.00058050779238175924
leaf_weight=39 104 243 36 30 101 112 77 139 119 37 77 52 25 42 191 43 26 42 157 227 103 30 68 67 239 157 146 42 116 72
leaf_count=39 104 243 36 30 101 112 77 139 119 37 77 52 25 42 191 43 26 42 157 227 103 30 68 67 239 157 146 42 116 72
internal_value=-0.00129054 0.0019831 -0.00608624 9.73236e-05 0.000782222 0.00614828 -0.00251938 -3.87973e-05 0.0022314 0.000580645 0.00224371 -0.00351178 -0.00260241 -0.00661538 -0.00861626 -0.000718954 0.00888199 0.00832168 0.00407407 0.000147601 0.00180995 0.00457627 -0.00767677 -0.01 -0.00942263 -0.0120619 -0.00146226 -0.00266667 -0.00380228 0.00183333
internal_weight=2959 1764 1195 1222 1124 542 505 1020 231 919 506 466 414 119 690 295 311 285 367 270 210 107 98 499 432 193 413 304 262 109
internal_count=2959 1764 1195 1222 1124 542 505 1020 231 919 506 466 414 119 690 295 311 285 367 270 210 107 98 499 432 193 413 304 262 109
cat_boundaries=0 26 28 30 47 48 66 67 69 71 80 82 83 84 85
cat_threshold=268435456 12 4 0 2147549184 0 262144 2147483648 1 0 0 33554432 8256 0 0 0 0 0 33558528 2 384 0 20971520 8 0 16384 385 30720 1050690 32 0 128 0 0 0 0 0 0 2048 32 0 0 16 0 0 0 1073741840 194 0 0 0 0 0 0 131072 0 33554432 0 0 0 0 0 0 0 4096 384 10 17859842 32 0 20480 0 0 0 4 0 0 0 131072 2048 0 2048 201326592 70 4
is_linear=0
shrinkage=0.04


Tree=34
num_leaves=31
num_cat=13
split_feature=8 9 7 7 8 4 7 8 17 6 2 1 16 2 2 1 11 2 9 4 1 2 2 2 16 2 2 2 2 2
split_gain=29.7935 6.63203 5.7635 4.30463 3.06598 2.77538 3.20073 3.19738 1.83473 1.79273 2.33793 1.88771 2.49256 1.42072 1.33772 1.69592 1.16147 1.13343 1.23032 1.08296 0.967862 1.33589 0.965931 1.09579 0.90923 0.870913 1.26989 0.842615 0.777242 0.853149
threshold=0 1 2 3 4 520.00000000000011 5 6 7 8 1.5000000000000002 3.5000000000000004 9 74.500000000000014 3.5000000000000004 3.5000000000000004 10 898.00000000000011 11 1950.0000000000002 5.5000000000000009 52.500000000000007 19.500000000000004 11.500000000000002 12 99.000000000000014 76.500000000000014 25.500000000000004 39.500000000000007 22.500000000000004
decision_type=9 9 9 9 9 8 9 9 9 9 10 10 1 10 10 10 9 8 9 10 10 10 8 10 1 10 8 10 8 10
left_child=5 -2 -3 25 13 -1 16 14 -6 10 -10 -11 17 27 -8 -16 24 18 20 -20 21 -13 23 -9 -7 26 -4 -5 29 -17
right_child=1 2 3 4 8 6 7 22 9 11 -12 12 -14 -15 15 28 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014329402874879804 0.0064577085542249432 -0.0016427929408746422 0.003396431487066991 0.0012955651365342646 -0.00095238648297833349 9.9033219564077516e-05 -0.0016407860791263574 -0.0013738966312623546 -0.00084653856392254319 0.0020570508641955245 0.0011314975710782704 -0.00069633134411191129 -0.0021614975968022067 -0.00085941192530093248 0.0022018638155325478 -0.00028686018067944021 -0.0013260530446905249 -0.0019331680167720933 0.00065069416970267471 0.0018596666541097306 0.0022101804464659835 0.00076637366245581263 -0.0013353057793750623 -0.0015640811303549284 -0.0013173790750048654 0.0049785193349669759 0.00019338892748514526 0.0036835662126090442 -0.0013286872281842222 0.0012054702630562276
leaf_weight=72 112 113 147 167 118 44 29 91 32 104 201 221 51 30 35 107 413 54 87 30 46 54 195 48 63 36 47 26 107 40
leaf_count=72 112 113 147 167 118 44 29 91 32 104 201 221 51 30 35 107 413 54 87 30 46 54 195 48 63 36 47 26 107 40
internal_value=-0.00139678 0.00208654 0.00137143 0.00206566 0.00108766 -0.00605578 -0.0056266 -0.00355958 0.00011893 0.000763187 0.00368852 -0.000334347 -0.00128676 0.00521368 -0.000607903 0.000206897 -0.00798493 -0.00040568 0.000273349 0.00359375 -0.0010241 -0.00195652 -0.00626087 -0.009 -0.00322034 0.00697095 0.00615385 0.00670103 -0.000941176 0.000945946
internal_weight=2920 1676 1564 1451 1221 1244 1172 652 998 880 233 647 543 223 318 289 520 492 438 117 321 275 334 139 107 230 194 193 254 147
internal_count=2920 1676 1564 1451 1221 1244 1172 652 998 880 233 647 543 223 318 289 520 492 438 117 321 275 334 139 107 230 194 193 254 147
cat_boundaries=0 30 32 49 66 93 102 131 132 133 134 136 138 139
cat_threshold=1342177280 12 4 134217728 0 0 262144 2147483648 1 0 0 33554432 8256 0 0 0 0 0 33558528 0 384 0 20971520 8 0 16384 0 0 524416 4096 1073872896 128 0 0 536870912 4 0 134217728 131072 0 65536 0 0 0 0 0 0 0 128 268435459 1 0 2099200 32 0 0 8192 0 32 0 0 144 0 0 0 1073741840 16 0 0 0 0 1 0 0 0 0 0 2052 0 0 0 4096 0 0 0 10240 0 0 0 0 0 0 4 0 0 67108864 4 0 0 0 131072 33622016 1073741824 0 4 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 16777216 0 0 0 0 0 524288 18 66 2 4 1024 0 2100 2
is_linear=0
shrinkage=0.04


Tree=35
num_leaves=31
num_cat=12
split_feature=8 7 0 12 0 7 0 9 8 1 8 0 3 12 6 9 18 1 0 4 0 1 0 1 0 3 0 4 18 0
split_gain=28.3585 7.47673 5.91337 5.54032 4.14991 3.97681 3.44236 3.41795 2.27066 2.48504 2.09128 1.91776 2.00002 1.85122 1.98781 1.9442 1.65147 1.55091 1.44883 1.36267 1.2005 1.10682 0.99442 0.873248 0.784149 0.694615 0.819787 0.647134 1.35631 0.614612
threshold=0 1 40.675000000000004 2 43.175000000000004 3 9.5000000000000018 4 5 3.5000000000000004 6 25.500000000000004 2006.5000000000002 7 8 9 10 5.5000000000000009 48.175000000000004 6670500000.000001 42.250000000000007 5.5000000000000009 46.250000000000007 4.5000000000000009 47.750000000000007 2020.5000000000002 40.250000000000007 552615000.00000012 11 16.750000000000004
decision_type=9 9 8 9 10 9 10 9 9 10 9 10 8 9 9 9 9 8 8 8 10 10 10 10 10 8 10 10 9 10
left_child=3 4 5 6 21 -3 -1 -7 29 -10 -8 -12 -13 15 23 17 19 -9 24 -4 -14 25 -6 -15 -18 -2 -27 28 -16 -5
right_child=1 2 16 8 22 7 10 13 9 -11 11 12 20 14 27 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0033768063085084779 0.0010332765070065974 -0.0012752553084638407 -0.00076919933838723862 0.001956957082794837 0.0012210036129219049 0.0053939794346504043 0.00021732325552015653 -7.0348475442827413e-05 -0.0015631284539249536 -0.0012374432916614354 -0.001617283416903348 -0.0016629544073998659 -0.00012183256784044972 0.0053546257908765682 0.0050106065659577936 -0.00080240563923524629 -0.0019922571014033253 0.002074701032452957 -0.0019533481903899032 0.00077143186361873007 -0.0013088003852684694 0.0091542272821305212 -0.0015785150423325688 0.0012780325702085803 0.00013675320126115055 0.0038866284987649634 0.0045346938008326634 -0.0014630475190087822 0.00016095708980827796 -0.0010280132577235434
leaf_weight=28 44 100 26 44 55 105 166 181 78 548 53 37 142 42 36 123 77 72 38 45 38 33 31 225 32 99 70 29 239 105
leaf_count=28 44 100 26 44 55 105 166 181 78 548 53 37 142 42 36 123 77 72 38 45 38 33 31 225 32 99 70 29 239 105
internal_value=-0.00129844 0.00205487 0.000724113 -0.005872 0.00734694 0.00187337 -0.00227368 0.00259643 -0.00796438 -0.00910518 -0.00320366 -0.0052669 -0.00376147 0.00177453 0.00319588 -0.000413437 -0.0052968 0.00159091 -0.0077027 -0.000277778 -0.00198895 0.0102024 0 0.00568345 -0.00527273 0.00906542 0.0102353 0.000888889 0.00152174 -0.002875
internal_weight=2941 1702 1370 1239 332 1152 464 1052 775 626 436 270 217 947 571 376 218 253 147 71 180 246 86 267 109 213 169 304 275 149
internal_count=2941 1702 1370 1239 332 1152 464 1052 775 626 436 270 217 947 571 376 218 253 147 71 180 246 86 267 109 213 169 304 275 149
cat_boundaries=0 30 47 49 67 69 99 125 127 128 130 131 132
cat_threshold=0 12 4 134217728 2147549184 0 262144 2147483648 1 0 0 131072 8256 0 0 0 0 0 4096 0 384 0 20971520 8 0 49152 64 0 0 4096 268435457 129 1048576 0 34 0 0 8192 0 48 0 0 128 268435456 0 32 1073741840 2114 32 0 0 536879104 524288 0 0 131072 0 33554432 0 0 0 0 0 0 0 0 256 1073741824 144 0 0 4 0 0 0 0 2147483648 0 0 0 131072 0 0 0 0 0 0 0 0 128 0 0 0 0 0 64 0 0 4096 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 256 0 16777216 0 0 16384 68208672 34 338 0 2084 4 4
is_linear=0
shrinkage=0.04


Tree=36
num_leaves=31
num_cat=12
split_feature=8 7 9 1 7 8 1 8 2 17 2 11 9 4 1 16 2 9 2 2 4 2 4 2 16 4 2 2 2 2
split_gain=26.817 6.5086 4.21219 3.49096 2.79137 2.20327 2.08532 1.72151 1.90701 1.87363 1.43455 1.26283 1.20264 1.16678 1.11127 2.36297 1.51133 1.26786 1.09706 1.34818 1.09458 1.05614 0.987412 0.887474 0.842665 1.26648 0.811826 0.799725 1.16161 0.757282
threshold=0 1 2 3.5000000000000004 3 4 5.5000000000000009 5 22.500000000000004 6 10.500000000000002 7 8 15.000000000000002 3.5000000000000004 9 1550.0000000000002 10 35.500000000000007 21.500000000000004 6789.5000000000009 365.00000000000006 215.00000000000003 203.50000000000003 11 215.00000000000003 11.500000000000002 9.5000000000000018 29.500000000000004 64.500000000000014
decision_type=9 9 9 10 9 9 8 9 10 9 10 9 9 10 10 1 8 9 10 10 10 8 10 8 1 10 8 8 10 8
left_child=3 6 -3 29 -4 -5 10 8 -6 20 -2 13 27 21 15 23 17 18 19 -16 -9 -11 -12 -13 25 -14 -8 -7 -29 -1
right_child=1 2 4 5 7 12 26 9 -10 11 22 14 24 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.001346571628802522 -1.9448360838367762e-05 0.0032202780999069703 -0.0017354061552548217 -0.0012195585325221359 -0.0020538728386708272 -0.00017954638057712913 0.0090776216557943816 -0.0010671471225337115 9.5555979730264082e-05 -0.00042721696730637862 0.0015117220245204521 0.0023237351396872088 0.00066650658701824736 -0.0015077395579715614 0.00017159591188878665 0.0038662801371160071 -0.0019594170165237301 0.0022053496795243176 0.00082758901908341898 -0.0013406825951709322 0.0019505577436651578 0.0025409396098385172 -9.7140756622806639e-05 -0.00030420479687112592 -0.0013801742438708687 -0.0012497047714290944 0.0047458677715166786 -0.0012768788663050756 -0.0011459531534626422 0.00087800934629115094
leaf_weight=117 79 150 107 632 56 36 38 117 52 59 120 26 110 25 326 39 36 133 101 59 25 35 25 52 35 39 100 86 102 30
leaf_count=117 79 150 107 632 56 36 38 117 52 59 120 26 110 25 326 39 36 133 101 59 25 35 25 52 35 39 100 86 102 30
internal_value=-0.00151289 0.0016262 0.000369056 -0.00612688 -0.000413026 -0.00699328 0.00632708 0.000190972 -0.00436975 0.000708812 0.00408889 0.0013969 -0.00429594 -0.00230769 0.00199234 0.00559322 0.00137195 0.00183871 0.000804829 -0.00015544 -0.00339869 -0.000421053 0.00643836 0.00151899 -0.00164103 -0.0004 0.0103597 -0.00629787 -0.00761905 -0.000405405
internal_weight=2947 1760 1398 1187 1248 1040 362 1141 108 1033 224 891 408 119 772 117 655 619 486 385 142 94 145 78 184 149 138 224 188 147
internal_count=2947 1760 1398 1187 1248 1040 362 1141 108 1033 224 891 408 119 772 117 655 619 486 385 142 94 145 78 184 149 138 224 188 147
cat_boundaries=0 30 47 49 57 80 94 95 98 100 101 103 104
cat_threshold=1342177280 12 0 134217728 65536 0 262144 0 1 0 0 33554432 64 0 0 0 0 0 33558528 2 384 0 20971520 8 0 16384 64 0 0 4096 268435457 129 68157440 0 32 0 0 8192 2048 32 0 256 144 0 0 32 1073745936 1073872896 160 0 0 0 526340 0 134217728 131072 131072 268435456 8 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 4096 0 128 0 20971520 0 2048 0 0 0 0 0 2147483648 0 0 0 0 0 512 18 49152 0 524288 0 18432 2 0 18436 2
is_linear=0
shrinkage=0.04


Tree=37
num_leaves=31
num_cat=11
split_feature=7 9 12 9 12 5 4 5 1 6 3 2 7 7 4 2 1 6 5 2 3 12 6 3 1 1 2 4 1 1
split_gain=24.9474 9.71142 4.62635 4.25816 3.6587 3.32222 3.09263 2.55962 2.16394 2.02563 1.82492 1.62211 1.56382 1.42208 1.55243 1.30199 1.21979 1.56664 1.55519 1.50858 1.43086 1.57487 1.21842 1.12499 1.03119 1.02625 1.11978 0.938109 0.909277 0.856403
threshold=0 1 2 3 4 5.5000000000000009 625.00000000000011 1.5000000000000002 3.5000000000000004 5 1990.5000000000002 72.500000000000014 6 7 14469800500.000002 403.00000000000006 5.5000000000000009 8 5.5000000000000009 28.500000000000004 2006.5000000000002 9 10 2018.5000000000002 5.5000000000000009 5.5000000000000009 15.500000000000002 1074820000.0000002 2.5000000000000004 5.5000000000000009
decision_type=9 9 9 9 9 8 8 8 10 9 10 10 9 9 10 8 8 9 8 10 8 9 9 8 10 8 10 8 10 8
left_child=2 4 -1 5 10 -3 -4 -5 -8 25 -2 12 -10 29 16 -11 19 18 -18 20 -15 -22 -21 -14 -20 26 -7 -23 -9 -6
right_child=1 3 6 7 13 9 8 28 11 15 -12 -13 23 14 -16 -17 17 -19 24 22 21 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001175902430654716 0.0016935585110367769 -0.0010971690229965249 -0.0015262684285035988 -0.00062110455874456964 0.00082672593485316531 0.00063263147602484078 0.0014945743046612136 0.0088750745156336557 -0.0012246898243857629 0.00026420101418302979 -0.00041367183815196998 0.00020151134226850331 -0.0018463151641894627 0.0012159225867038614 -0.0020760214842583126 0.001981247373419137 0.0012319905840074341 0.0015934299569432752 -0.00030782870259191245 -0.0010634772301177976 -0.0003051226262537199 -0.00031006791355792985 0.00060682045429203411 -0.00076378662408039589 -0.0017267648504703814 0.009333867418260625 0.0040785424564611364 -0.0015658786372983969 0.0058311792148531792 -0.00069352931301757792
leaf_weight=389 156 39 25 32 66 50 55 33 129 257 37 85 31 28 26 49 34 108 46 123 155 37 119 282 52 28 35 190 195 44
leaf_count=389 156 39 25 32 66 50 55 33 129 257 37 85 31 28 26 49 34 108 46 123 155 37 119 282 52 28 35 190 195 44
internal_value=-0.00136921 0.00128205 -0.00647468 0.00493827 -0.000892857 0.00247335 -0.00411003 0.00900369 -0.00356775 0.00357143 0.00401961 -0.00435606 -0.00532731 -0.00184793 -0.00236814 0.00164038 -0.00210526 0.00033195 -0.00251748 -0.00300153 -0.00447689 -0.00511749 -0.000493827 -0.00339506 -0.00525253 0.00790323 0.00627907 -0.00714286 0.0108297 0.00231405
internal_weight=2935 1939 996 718 1221 458 607 260 582 419 193 527 442 1028 918 306 892 240 132 652 410 382 242 313 98 113 85 227 228 110
internal_count=2935 1939 996 718 1221 458 607 260 582 419 193 527 442 1028 918 306 892 240 132 652 410 382 242 313 98 113 85 227 228 110
cat_boundaries=0 18 20 21 23 25 26 34 48 49 50 51
cat_threshold=0 0 1141112832 524804 0 2 131072 805437440 33619968 134225920 0 64 0 0 0 0 128 256 385 14336 83969312 0 49188 17825792 32 18 0 0 0 4 0 0 0 131072 2 0 0 0 2 0 0 0 2048 0 0 128 0 268435456 268 65538 384
is_linear=0
shrinkage=0.04


Tree=38
num_leaves=31
num_cat=8
split_feature=8 9 12 0 1 8 0 1 5 2 8 12 2 2 5 0 1 7 12 0 2 1 1 0 2 0 3 2 5 2
split_gain=29.3268 8.00973 5.90694 4.4937 3.29273 2.85359 2.80426 2.62264 3.25497 2.56695 2.07205 2.03483 2.78842 1.80504 1.72266 1.70735 3.16498 1.63558 1.75582 1.94546 1.47681 1.45961 1.41526 1.32873 1.00103 0.896571 0.776768 1.80239 0.758759 0.757202
threshold=0 1 2 46.250000000000007 3.5000000000000004 3 40.675000000000004 5.5000000000000009 2.5000000000000004 4.5000000000000009 4 5 5.5000000000000009 14.500000000000002 1.0000000180025095e-35 35.850000000000009 5.5000000000000009 6 7 31.500000000000004 45.500000000000007 3.5000000000000004 3.5000000000000004 42.250000000000007 29.500000000000004 42.250000000000007 2007.5000000000002 20.500000000000004 1.0000000180025095e-35 37.500000000000007
decision_type=9 9 9 8 10 9 8 8 10 10 9 9 8 8 10 10 10 9 9 10 10 10 10 10 10 10 8 8 10 10
left_child=2 3 5 7 -3 21 11 8 17 -8 20 26 -13 14 -7 -9 -17 -2 24 -20 -4 -1 -12 28 -19 -21 -6 -28 -15 -24
right_child=1 4 10 -5 6 13 9 15 -10 -11 22 12 -14 23 -16 16 -18 18 19 25 -22 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=0.003068766693674476 0.00051225094139134347 0.0064270730282091652 -0.0012985072824865896 -0.0015562432756302869 0.0016633535311979843 -0.0013881854269591543 0.0016837610330924947 0.0034301946343495617 -0.0022465892604272143 -0.0029483165540431957 -0.001444748782451839 0.00036238596875122654 0.0043544935509338247 -0.0012039057264976094 0.00159316832933051 -0.00035119149942037354 0.0035711972123881708 -6.4655213547126778e-06 -0.0019441742150890918 -6.1844444438534653e-05 0.00068346270171957711 -0.00035602152974078649 -0.0010581027329390836 -0.0014511754063591554 0.00081900773803631919 -0.0016191618429537158 0.0018869864614589815 -0.0016458879593918142 -0.00064894572153882278 -0.00114220438998629
leaf_weight=28 103 60 98 94 28 49 35 87 27 42 82 52 242 96 33 164 69 273 35 191 48 184 284 25 120 38 48 31 31 252
leaf_count=28 103 60 98 94 28 49 35 87 27 42 82 52 242 96 33 164 69 273 35 191 48 184 284 25 120 38 48 31 31 252
internal_value=-0.00114576 0.00218286 -0.00589681 0.000346535 0.00619308 -0.00210066 0.00517745 0.00106498 -0.000177665 -0.00179487 -0.00805161 0.00651741 0.00813115 -0.00506122 -0.000481928 0.00411215 0.00230769 0.000315375 -0.000449102 -0.00290909 -0.00305732 0.00125561 -0.00915739 -0.00784314 0.00123762 -0.00165217 0.00118644 -0.00075 -0.00609375 -0.0100559
internal_weight=2949 1739 1210 1201 538 446 478 1107 787 77 764 401 294 234 82 320 233 760 657 264 146 212 618 152 393 229 107 79 127 536
internal_count=2949 1739 1210 1201 538 446 478 1107 787 77 764 401 294 234 82 320 233 760 657 264 146 212 618 152 393 229 107 79 127 536
cat_boundaries=0 29 31 33 62 91 93 110 111
cat_threshold=1342177280 12 4 134217728 2147483648 0 262144 0 1 0 0 131072 64 0 0 0 0 0 33558528 0 384 0 20971520 8 0 16384 64 0 524416 385 30720 2114 32 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 20971520 0 0 16384 0 0 524288 0 4 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 33554432 0 128 0 0 0 0 0 64 0 524288 1057888 32 0 128 0 0 2 0 0 0 67584 0 0 256 0 0 0 0 16 1107234
is_linear=0
shrinkage=0.04


Tree=39
num_leaves=31
num_cat=7
split_feature=8 7 8 0 0 7 1 5 2 2 0 1 11 2 2 3 0 2 2 6 2 8 1 2 2 2 0 2 0 2
split_gain=27.9484 10.8308 6.48964 5.81008 3.27838 2.87464 2.82962 2.53965 2.03962 1.78434 3.06078 1.72884 1.73836 1.98391 1.08869 1.06859 1.51906 1.57176 1.09158 1.87087 1.06723 1.06172 1.05829 1.01417 0.978023 1.62054 1.55294 1.19977 0.970791 0.952582
threshold=0 1 2 42.960000000000008 43.175000000000004 3 3.5000000000000004 2.5000000000000004 11.500000000000002 482.50000000000006 35.250000000000007 5.5000000000000009 4 6.5000000000000009 9.5000000000000018 2012.5000000000002 37.750000000000007 4.5000000000000009 13.500000000000002 5 6.5000000000000009 6 2.5000000000000004 16.500000000000004 19.500000000000004 5.5000000000000009 36.900000000000006 69.500000000000014 48.175000000000004 4.5000000000000009
decision_type=9 9 9 8 10 9 10 10 10 8 10 10 9 10 8 8 10 10 10 9 8 9 10 10 10 10 10 10 8 10
left_child=6 4 14 5 9 -4 -1 11 28 -2 -11 12 13 -7 -3 -14 17 -17 19 -18 -21 24 -20 -15 25 -8 27 -26 -5 -6
right_child=1 2 3 8 29 7 21 -9 -10 10 -12 -13 15 23 -16 16 18 -19 22 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0012518611460730967 0.00343702817927781 0.0018150794607590015 -0.0013513672270343946 -0.00013628629791405446 0.00040547637145920133 -0.0027240091584456393 0.00018965651856085231 -0.0011844200924510772 -0.001629703191505385 0.0054198733904477336 0.00036166934556575826 0.0019029839154786289 0.0016931527481358444 0.0018221012980222185 0.0010104987313454571 -0.00018318609891881721 0.001631299658236145 0.0036560814591661741 -0.0022816038760292302 -0.0011094083569204117 0.00032308257042480194 -0.0010927193477498775 -0.00040707822337807901 -0.0011133219291274798 -0.00068006357046662919 -0.0011677051496457836 0.00016322958497998031 -0.001124055497483525 -0.0015665356929950747 -0.00040728576434354127
leaf_weight=128 172 40 112 74 29 29 28 45 103 28 65 95 155 32 178 54 134 81 38 86 57 619 200 62 25 55 70 29 27 41
leaf_count=128 172 40 112 74 29 29 28 45 103 28 65 95 155 32 178 54 134 81 38 86 57 619 200 62 25 55 70 29 27 41
internal_value=-0.00115491 0.00161191 0.000223187 -0.000802867 0.00803468 0.000270957 -0.00671503 0.000926784 -0.00702439 0.0103008 0.00574468 0.00134766 0.000818084 -0.00343284 0.00646288 0.0014951 0.000798771 0.00455882 -0.000193798 0.00151079 -0.00168831 -0.00764208 -0.00217573 -0.000842105 -0.00431193 -0.00785714 -0.00224 -0.00727273 -0.00294118 0.00056338
internal_weight=2891 1937 1602 1384 335 1180 954 1068 204 265 93 1023 928 123 218 805 650 135 515 277 143 826 238 94 207 83 124 54 101 70
internal_count=2891 1937 1602 1384 335 1180 954 1068 204 265 93 1023 928 123 218 805 650 135 515 277 143 826 238 94 207 83 124 54 101 70
cat_boundaries=0 27 44 73 81 83 84 111
cat_threshold=0 12 4 134217728 65536 0 0 2147483648 1 0 0 0 64 0 0 0 0 0 4096 0 384 0 20971520 8 0 0 64 268451842 129 1074790400 0 32 0 0 8192 0 16 32 128 67109008 0 0 0 1073741840 16 2050 0 0 0 1 0 0 0 0 0 2048 8192 1048576 268435456 4096 0 0 0 10240 0 0 0 0 0 0 0 0 524288 0 0 0 2097156 0 0 131072 536870912 16416 1024 448 0 4 4 0 65536 0 0 2147483648 1 0 0 0 0 0 0 0 0 0 0 0 256 0 0 0 0 0 64
is_linear=0
shrinkage=0.04


Tree=40
num_leaves=31
num_cat=7
split_feature=7 8 7 0 0 9 7 0 0 11 2 2 2 4 1 5 2 0 4 2 2 0 8 1 0 1 2 0 2 0
split_gain=26.2297 7.67956 5.84833 5.15042 4.93323 2.34877 2.12575 2.10257 1.89997 1.77374 1.88598 1.51674 1.41127 1.87419 1.23928 1.21342 1.11902 1.18366 0.992356 0.96135 0.860368 0.886659 0.839412 0.8047 0.788364 0.808157 0.772866 0.76039 0.742494 0.713352
threshold=0 1 2 40.250000000000007 42.250000000000007 3 4 9.5000000000000018 30.500000000000004 5 64.500000000000014 5.5000000000000009 8.5000000000000018 5157000000.000001 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 35.850000000000009 1050.0000000000002 79.500000000000014 22.500000000000004 46.250000000000007 6 5.5000000000000009 35.850000000000009 2.5000000000000004 73.500000000000014 36.400000000000006 3.5000000000000004 47.750000000000007
decision_type=9 9 9 10 8 9 9 10 10 9 10 8 10 10 10 8 10 10 8 10 10 10 9 10 10 10 8 10 10 10
left_child=6 3 23 8 5 11 26 -8 -2 16 14 -4 29 20 15 -11 -7 -18 -9 -12 -14 -22 -20 27 -17 -26 -1 -3 -27 -6
right_child=1 2 4 -5 12 9 7 18 -10 10 19 -13 13 -15 -16 24 17 -19 22 -21 21 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.0010910065326463325 -0.0013992437084280952 0.0026631366755546183 -4.588406987714677e-05 -0.0010557541322124564 -0.0012608800115000917 0.0022360585615020414 0.0009878081005054184 -0.0011503896064414222 0.00013002726619511408 0.0016107442320472032 0.0022887064434371851 0.003709779526785795 -0.0017466346494656548 0.00084080919485685968 0.0022663039685079768 0.0011092983622508611 -3.9420138635648529e-06 -0.0019416406817502718 -0.0002535221448900771 0.0014795636594109852 -0.0006114972923199957 -0.0015645150638451356 -0.0010189854007522569 0.008431261556228975 -0.001503824538170342 0.000743809013979373 -0.00093036970277395883 0.0026668201559267146 -9.45386237570034e-05 0.0002792881653491719
leaf_weight=310 52 40 31 62 79 34 61 36 175 76 26 144 42 41 72 106 40 46 108 150 31 33 501 38 56 61 58 138 277 43
leaf_count=310 52 40 31 62 79 34 61 36 175 76 26 144 42 41 72 106 40 46 108 150 31 33 501 38 56 61 58 138 277 43
internal_value=-0.00127358 0.00156513 0.00265015 -0.00433333 0.00165833 0.00283929 -0.00623041 -0.00474198 -0.00166667 0.00196859 0.00263473 0.00698925 -0.00318519 -0.00581081 0.0016641 0.00103986 -0.00244275 -0.00505747 -0.00547988 0.00632768 -0.00859813 -0.00553846 -0.00508197 0.00863436 0.000319361 -0.000506329 -0.00886544 0.00782123 0.000235988 0
internal_weight=2967 1893 1604 289 1388 1119 1074 706 227 944 824 175 269 147 648 576 120 86 645 176 106 64 609 216 500 394 368 178 338 122
internal_count=2967 1893 1604 289 1388 1119 1074 706 227 944 824 175 269 147 648 576 120 86 645 176 106 64 609 216 500 394 368 178 338 122
cat_boundaries=0 18 42 55 57 67 70 83
cat_threshold=0 0 1140850688 2624004 65536 0 131072 809631744 33622016 134217728 32768 0 0 0 0 0 0 256 0 12 4 134217728 2147483648 0 262144 2147483648 1 0 0 0 0 0 0 0 0 0 4096 0 0 0 4194304 8 268566529 1 1048576 0 524320 0 0 8192 0 32 0 0 144 1073741824 132 0 0 0 524804 0 0 0 4325376 0 134217728 32800 0 524288 0 4 0 0 0 0 0 2147483648 0 0 0 131072 10240
is_linear=0
shrinkage=0.04


Tree=41
num_leaves=31
num_cat=11
split_feature=7 7 8 8 1 8 17 9 5 2 4 2 1 2 5 2 2 6 3 2 2 2 1 3 6 14 3 2 2 16
split_gain=23.6361 7.71371 6.47433 3.50179 3.11267 2.51714 2.43807 2.62826 2.18545 1.58621 1.33828 1.31684 1.35976 1.72939 1.21315 1.33584 1.15268 1.47031 1.0608 1.27742 2.78129 0.970616 1.58349 1.06227 1.83587 1.06126 1.46204 0.955096 0.901373 0.780389
threshold=0 1 2 3 3.5000000000000004 4 5 6 1.5000000000000002 689.50000000000011 38500.000000000007 48.500000000000007 5.5000000000000009 99.000000000000014 10.500000000000002 29.500000000000004 131.00000000000003 7 2016.5000000000002 44.500000000000007 51.500000000000007 33.500000000000007 5.5000000000000009 2017.5000000000002 8 9 1980.5000000000002 84.500000000000014 163.00000000000003 10
decision_type=9 9 9 9 10 9 9 9 8 8 8 10 10 10 8 10 10 9 8 10 10 8 10 10 9 9 10 10 8 1
left_child=4 29 -3 11 -1 -6 14 21 -7 16 -10 -4 13 -13 -5 -16 17 -9 -12 -20 -21 22 23 24 -8 26 28 -22 -23 -2
right_child=1 2 3 6 5 8 7 9 10 -11 18 12 -14 -15 15 -17 -18 -19 19 20 27 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0006916826937533216 0.0033626173565485117 0.0017902731151663433 -0.00069762885505120665 -0.0012744120826405946 -0.00088331697166061935 0.00010718528300028396 -0.001658164829702109 0.00074450750568047399 -0.001133242432641488 -0.0020525963805591374 -0.0015504844415455922 -0.0011157941345138766 -0.0014773062162968032 0.00025768281017640504 -0.0013150089799188792 0.00087718738528934641 0.0046591042413011508 0.0019196826787258204 -0.00099317741620602367 0.0023772087129686169 -0.0010514622683853504 0.00085795856155712613 0.0014432807184216756 -0.0013850958490930765 0.00017882561961425126 -0.00021148722818224998 -1.040540376813226e-05 -0.00093519143880740787 0.0019388605347418774 0.0032592978779160476
leaf_weight=104 178 112 287 82 174 32 112 117 40 27 62 45 32 37 32 54 25 149 359 36 67 62 60 47 244 137 92 71 26 38
leaf_count=104 178 112 287 82 174 32 112 117 40 27 62 45 32 37 32 54 25 149 359 36 67 62 60 47 244 137 92 71 26 38
internal_value=-0.0016729 0.000807577 -7.82123e-05 -0.000727056 -0.006841 -0.00771971 0.000313234 0.00100992 -0.00882006 0.00401216 -0.00946541 -0.00393204 -0.00765217 -0.00481928 -0.00402235 -0.00091954 0.005 0.00419476 -0.00895973 -0.00835206 -0.00548571 -0.000252845 -0.00142241 -0.00232673 -0.00156863 0.00144654 0.00335079 -0.00805755 0.00719101 0.0077533
internal_weight=2940 1995 1779 1667 945 841 1266 1098 667 318 635 401 114 82 168 86 291 266 595 533 174 780 463 403 356 317 180 138 88 216
internal_count=2940 1995 1779 1667 945 841 1266 1098 667 318 635 401 114 82 168 86 291 266 595 533 174 780 463 403 356 317 180 138 88 216
cat_boundaries=0 18 35 61 91 120 121 123 124 125 126 127
cat_threshold=0 16 1074003968 524804 0 0 33685504 272760832 33619968 402661376 0 0 0 0 0 0 128 256 268435456 1 33554432 8192 524320 0 0 8192 0 0 0 128 144 0 0 0 16 16 0 0 0 0 1 0 0 0 0 0 2048 0 1048576 0 0 0 0 0 10240 0 0 0 0 0 32768 0 12 4 0 65536 0 262144 0 0 0 0 0 0 512 0 0 0 0 4096 0 0 0 16777216 0 0 0 0 0 0 8192 268435456 0 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 256 0 0 0 0 0 0 0 524288 18 1 26628 270 392 8320 2
is_linear=0
shrinkage=0.04


Tree=42
num_leaves=31
num_cat=12
split_feature=7 9 12 7 8 12 4 4 1 6 7 2 2 2 1 3 2 2 8 3 12 12 2 2 12 2 2 3 2 2
split_gain=21.8783 6.36611 6.08483 5.20457 3.44726 2.03271 3.18968 2.62148 1.93997 1.75211 1.64367 2.02536 1.80012 1.5238 2.00482 1.32365 1.24902 1.20396 1.12183 1.08237 1.05771 0.95503 0.937346 1.28764 0.886051 2.94147 0.85243 0.905571 0.770025 0.730537
threshold=0 1 2 3 4 5 3215.5000000000005 120418.00000000001 5.5000000000000009 6 7 14.500000000000002 22.500000000000004 147.50000000000003 5.5000000000000009 2012.5000000000002 12.500000000000002 12.500000000000002 8 2000.5000000000002 9 10 11.500000000000002 7.5000000000000009 11 22.500000000000004 1.5000000000000002 2018.5000000000002 22.500000000000004 12.500000000000002
decision_type=9 9 9 9 9 9 8 8 10 9 9 10 10 10 8 8 10 10 9 10 9 9 8 10 9 10 10 8 10 10
left_child=2 -2 8 -3 21 6 -6 17 10 22 12 -12 16 14 26 19 -1 -7 -4 -11 -17 -5 23 -9 25 29 -8 -28 -16 -20
right_child=1 3 18 4 5 7 13 9 -10 15 11 -13 -14 -15 28 20 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=9.3621533044938596e-05 0.0063964067087941244 0.0021420208587372615 -0.0011794288725300818 -0.0012331962533784946 -0.0012916093830892094 -1.3702987316435156e-05 -0.00028666008986494518 -0.00010346104270340107 -0.0012657957574633372 -0.0018879686037618626 0.0012052989223079891 -0.0011257661989142066 0.00091766519059721218 -0.0016246369574260911 0.0013967145372657797 -0.0014008585837011367 -0.00095467803800268318 0.0021420883122691948 -0.00095751106587730565 0.0019362397783331175 -0.00041909697444580729 -0.00060009879867191525 -0.00025362065576942431 0.0012631935364013813 -0.00093828876131155428 -0.00087440430829040846 -0.00012053737903393369 0.00080262356363800078 0.0041466404809077061 -0.00095682708501421132
leaf_weight=43 100 224 100 111 43 26 32 62 89 30 57 172 70 40 106 129 31 41 56 33 128 244 197 44 229 150 89 208 25 47
leaf_count=43 100 224 100 111 43 26 32 62 89 30 57 172 70 40 106 129 31 41 56 33 128 244 197 44 229 150 89 208 25 47
internal_value=-0.00140683 0.00114405 -0.00602844 0.000570488 -0.000250156 0.000755627 0.00256318 -0.000684736 -0.00245243 -0.00150641 -0.00122995 -0.00325 0.00206452 0.00351297 0.00416486 -0.00350453 -0.00213333 0.00676471 -0.00876897 0.0015625 -0.00488372 -0.0036612 0.000700637 0.00373832 -0.00973631 -0.00704545 0.00248485 0.00315436 0.00833333 -0.0125
internal_weight=2956 1912 1044 1812 1588 1233 543 690 462 623 373 229 144 500 460 320 74 67 582 63 257 355 303 106 482 253 329 297 131 103
internal_count=2956 1912 1044 1812 1588 1233 543 690 462 623 373 229 144 500 460 320 74 67 582 63 257 355 303 106 482 253 329 297 131 103
cat_boundaries=0 18 20 22 39 63 65 66 75 96 97 98 100
cat_threshold=0 0 1140850688 2621956 65536 2048 131072 268566528 33622016 134217728 0 0 0 0 0 0 0 256 1073872896 128 10306 32 268582915 1 0 0 524320 0 0 8192 0 0 0 0 0 0 0 32 1073741840 1073741824 12 0 0 2147549184 0 262144 0 0 0 0 0 2048 512 0 0 0 0 4096 0 2147483648 0 4194304 8 85065730 32 90 0 0 0 0 0 0 131072 0 2048 0 8 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 128 76096 172096 180512 2
is_linear=0
shrinkage=0.04


Tree=43
num_leaves=31
num_cat=8
split_feature=8 7 0 9 0 2 1 1 1 6 8 1 9 3 2 7 0 2 2 2 2 2 6 4 2 1 3 2 2 1
split_gain=21.7343 6.47619 4.40268 3.73274 2.83555 2.39908 2.2901 1.97707 1.9468 1.72437 1.62608 1.9219 1.88058 1.42895 1.41256 2.08074 2.72434 1.46094 1.47232 1.29393 1.3367 1.20249 1.19657 1.8337 1.50231 1.1772 1.09534 0.994976 1.16395 0.98207
threshold=0 1 54.500000000000007 2 43.175000000000004 4.5000000000000009 3.5000000000000004 5.5000000000000009 3.5000000000000004 3 4 5.5000000000000009 5 2003.5000000000002 35.500000000000007 6 18.500000000000004 50.500000000000007 71.500000000000014 5.5000000000000009 3.5000000000000004 80.500000000000014 7 31889.500000000004 99.000000000000014 5.5000000000000009 1991.5000000000002 11.500000000000002 4.5000000000000009 5.5000000000000009
decision_type=9 9 8 9 10 10 10 10 10 9 9 10 9 10 10 9 10 10 10 8 10 8 9 8 10 8 10 10 10 8
left_child=8 4 3 6 7 -6 -3 -2 21 26 12 13 29 22 19 16 -16 -17 -19 20 -10 -1 -12 -24 27 -14 -8 28 -25 -5
right_child=1 2 -4 10 5 -7 9 -9 14 -11 11 -13 25 -15 15 17 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012288049654129907 0.0018341071884502469 0.0046973781799041344 -0.0013365111727182467 0.00054531188489093552 0.0012595011580264525 -0.001342543956050264 0.0014186810970768704 0.0082744881982650398 -0.00091554633231595518 0.00026900477931256716 -1.1117878318813724e-05 0.0008087646726891507 0.00028149157137104198 0.00011688076385517832 -0.00094334995490747537 -0.00088162078636415235 0.0025767593060496098 -0.0009765006832673606 -0.00093251129675511637 -0.00092559333356390995 0.00076445170311092883 0.0017453583992536892 0.00037270300157612015 -0.001479923895210149 0.00016165163410352789 -0.0010349163920375304 0.0036499356066968503 -0.0015022783083465897 9.1180203717655678e-05 0.0024808444421184819
leaf_weight=107 339 37 38 73 31 45 86 34 79 201 213 94 64 117 58 79 43 57 152 340 30 26 54 121 52 45 38 196 75 35
leaf_count=107 339 37 38 73 31 45 86 34 79 201 213 94 64 117 58 79 43 57 152 340 30 26 54 121 52 45 38 196 75 35
internal_value=-0.00122297 0.00118059 -6.45161e-05 0.000279627 0.00534783 -0.00155844 0.00375335 0.0068984 -0.00608961 0.00276074 -0.000852174 -0.00158628 0.00219298 -0.00221954 -0.00686532 -0.00507692 0.000178571 -0.00668896 -0.00866667 -0.0084 -0.00454545 -0.00164179 -0.00289326 -0.00392927 -0.00485393 -0.0015 0.00622222 -0.00569975 -0.00365482 0.00571429
internal_weight=2959 1988 1539 1501 449 76 362 373 971 325 1139 922 217 828 838 389 101 288 209 449 109 133 711 498 444 109 124 392 196 108
internal_count=2959 1988 1539 1501 449 76 362 373 971 325 1139 922 217 828 838 389 101 288 209 449 109 133 711 498 444 109 124 392 196 108
cat_boundaries=0 26 44 46 47 76 78 85 86
cat_threshold=1342177280 12 4 134217728 2147483648 0 0 0 1 0 0 0 0 0 0 0 0 0 33558528 0 384 0 20971520 8 0 32768 268435459 1 1175453696 2097152 524320 0 0 8192 2048 32 0 0 144 268435456 0 32 1073741968 128 1073872896 180 66 0 0 0 0 0 0 0 2147483648 0 0 0 133124 0 0 0 4096 0 0 0 10240 0 0 0 0 0 0 0 0 524288 0 2048 0 0 0 4 0 0 131072 82
is_linear=0
shrinkage=0.04


Tree=44
num_leaves=31
num_cat=8
split_feature=8 7 0 1 7 9 0 0 4 2 7 0 2 4 1 1 6 2 2 1 2 3 9 3 0 1 2 4 2 17
split_gain=23.1958 7.94413 6.35257 3.60539 3.32036 3.02961 2.62123 2.61947 2.38639 2.29374 3.06107 2.23652 1.81406 2.4063 1.79731 1.59466 1.31106 1.62684 3.43917 1.68662 1.27952 2.15416 1.22013 1.16037 1.04 1.3139 1.14647 1.00077 1.25451 0.99847
threshold=0 1 40.675000000000004 3.5000000000000004 2 3 27.250000000000004 36.900000000000006 38500.000000000007 34.500000000000007 4 40.250000000000007 3.5000000000000004 925740000.00000012 5.5000000000000009 5.5000000000000009 5 147.50000000000003 49.500000000000007 5.5000000000000009 18.500000000000004 2014.5000000000002 6 2009.5000000000002 32.500000000000007 5.5000000000000009 50.500000000000007 81348.500000000015 3.5000000000000004 7
decision_type=9 9 8 10 9 9 8 10 10 8 9 10 10 10 10 10 9 10 10 8 10 8 9 10 10 8 8 10 10 9
left_child=3 11 4 -1 -3 6 -6 -8 14 -5 -11 15 -4 -14 29 -2 22 18 19 20 21 -18 24 -12 -7 26 -26 28 -13 -9
right_child=1 2 12 9 5 16 7 8 -10 10 23 27 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00018436772794608203 0.0024547317260831393 -0.00082290440086119077 -4.4739751718907431e-05 -0.00089311173652678382 -0.0019457780402370873 0.0015000603020398984 0.0037980346065119974 0.00068909018328437103 -0.0010890067957210904 0.00010609898963959808 -0.00092963033008992119 0.0022544622238211075 -0.0014304142316980161 -0.00026929905908193777 0.0031350054100141734 0.0095034437196671456 0.003595044117023747 -0.0013199410514950927 0.0022492812203795867 0.0017022912383958301 -0.0011574340200324685 -0.00014886417420171939 0.0036761665044984684 0.00058738725443099329 -0.00022442610689388687 0.003856445874087875 0.00081175305023322157 0.0051418820379530673 -0.0014072176637364819 -0.0011737283389811283
leaf_weight=134 235 123 101 432 35 53 36 100 31 124 295 25 142 58 27 26 25 41 47 62 74 135 164 25 135 58 42 34 40 114
leaf_count=134 235 123 101 432 35 53 36 100 31 124 295 25 142 58 27 26 25 41 47 62 74 135 164 25 135 58 42 34 40 114
internal_value=-0.00145931 0.00108409 -0.000136307 -0.00634672 0.00107444 0.00173109 -0.00141243 -0.0002589 -0.00161172 -0.00734322 -0.00530337 0.00636119 -0.00536424 -0.00756219 -0.000247934 0.00847328 0.00302243 0.00121519 0.00215116 0.000538721 -0.00102128 0.000993789 0.00449244 -0.00725076 0.00267559 0.00161017 -0.00011236 0.0014 -0.00151515 -0.00148837
internal_weight=2973 1963 1603 1010 1302 1179 343 308 272 876 444 360 301 200 241 261 836 384 343 296 234 160 452 320 288 235 177 99 65 214
internal_count=2973 1963 1603 1010 1302 1179 343 308 272 876 444 360 301 200 241 261 836 384 343 296 234 160 452 320 288 235 177 99 65 214
cat_boundaries=0 30 47 56 58 65 66 68 69
cat_threshold=2415919104 12 4 134217728 65536 0 0 0 1 0 0 33554432 64 0 0 0 0 0 33558528 0 384 0 20971520 8 0 0 0 0 0 4096 268451843 129 101711872 8192 32 0 0 8192 2048 32 0 0 144 0 0 32 16 0 0 262144 0 0 0 131072 537001984 33554432 257 28672 0 0 0 4 0 64 131072 202 0 2080 25
is_linear=0
shrinkage=0.04


Tree=45
num_leaves=31
num_cat=9
split_feature=8 7 0 12 9 1 0 8 18 11 0 8 12 2 2 2 2 2 2 2 2 1 2 2 2 0 2 2 2 2
split_gain=23.2789 5.23739 5.53736 4.33541 3.45519 2.73516 2.52337 2.70476 2.46792 2.04798 1.93227 2.26805 1.72037 1.60692 1.44081 2.1637 1.40305 1.4926 1.89202 1.37981 1.37976 1.05618 1.4026 1.02997 1.01115 1.00838 0.987078 0.955727 0.954652 0.857079
threshold=0 1 40.675000000000004 2 3 5.5000000000000009 9.5000000000000018 4 5 6 42.250000000000007 7 8 5.5000000000000009 9.5000000000000018 2.5000000000000004 283.00000000000006 13.500000000000002 16.500000000000004 38.500000000000007 47.500000000000007 5.5000000000000009 30.500000000000004 23.500000000000004 129.50000000000003 48.175000000000004 147.50000000000003 12.500000000000002 6.5000000000000009 7.5000000000000009
decision_type=9 9 8 9 9 10 10 9 9 9 10 9 9 8 10 8 10 10 10 10 10 8 8 10 10 8 10 8 10 10
left_child=3 -2 4 6 13 9 -1 14 20 29 11 19 16 -3 15 -8 17 28 -19 -5 21 22 -4 -15 27 -10 -13 -9 -11 -6
right_child=1 2 8 10 5 -7 7 24 25 12 -12 26 -14 23 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020423641593256292 -0.00074217586817837855 -0.00016538755407218277 -0.00084984531667281265 -0.0011186553041703108 -0.0022120786876749323 0.0026149714595134202 -0.0010919001835437926 0.00012093002221867266 -0.00072435123077191582 0.00098963746786115089 -0.00092311149265963618 -0.00082882105483790276 6.5664130829183872e-05 0.0053761091922769925 -0.00096903022784978533 0.00093825444300467355 0.0035325101648025735 -0.001290419838786896 0.00065141654860802591 0.0024751612634533872 -0.0020939637376632446 0.0034790357105053717 0.0014567803935417701 0.0032141425269952605 0.0015919657013362355 -0.0015501842792834709 -0.0010688635297801952 -0.00084374271367892105 0.003133147926017159 -0.00019178031934629302
leaf_weight=49 206 25 37 78 25 100 30 69 117 136 42 401 376 100 295 38 45 26 165 26 28 53 40 70 36 36 28 131 55 76
leaf_count=49 206 25 37 78 25 100 30 69 117 136 42 401 376 100 295 38 45 26 165 26 28 53 40 70 36 36 28 131 55 76
internal_value=-0.00159864 0.00141285 0.00223537 -0.00578606 0.00348333 0.00244335 -0.00339909 -0.00416667 -0.0025 0.00176796 -0.00836177 -0.00782772 0.00243243 0.00825243 -0.00625668 -0.00115942 0.00415525 0.00344648 0.0009375 -0.00173913 0.00100629 0.00274809 -0.00025641 0.0100585 -0.000647773 -0.0061039 -0.00904545 -0.00179104 0.0059375 -0.00339286
internal_weight=2939 1716 1510 1223 1199 1004 648 599 311 904 575 533 803 195 363 68 427 382 191 104 158 130 77 170 236 153 429 200 191 101
internal_count=2939 1716 1510 1223 1199 1004 648 599 311 904 575 533 803 195 363 68 427 382 191 104 158 130 77 170 236 153 429 200 191 101
cat_boundaries=0 30 42 44 46 70 71 73 94 96
cat_threshold=0 12 4 134217728 2147557376 0 262144 2147483648 1 0 0 0 8256 0 0 0 0 0 33558528 2 2147484032 0 20971520 8 0 0 0 0 524288 4096 0 0 536879104 4 0 134217728 131072 536870912 33556480 0 32 256 17836098 32 1073741824 132 0 8 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 128 0 16777216 8 4 32800 1024 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 128 16916738 34
is_linear=0
shrinkage=0.04


Tree=46
num_leaves=31
num_cat=10
split_feature=8 9 12 0 0 8 4 12 18 13 0 2 2 17 2 6 2 0 2 0 0 2 4 4 6 2 2 4 4 4
split_gain=22.1519 5.63542 4.86754 3.93879 2.56136 2.48482 2.25318 2.08872 1.93996 1.67934 1.41431 1.41281 1.4092 1.40613 1.87332 1.87175 2.14595 2.00721 1.25438 1.38867 1.21423 1.31818 1.51283 1.06513 1.05693 1.0069 1.17715 1.14331 1.10102 0.99888
threshold=0 1 2 48.175000000000004 9.5000000000000018 3 16472860000.000002 4 5 6 42.960000000000008 46.500000000000007 43.500000000000007 7 3.5000000000000004 8 30.500000000000004 40.250000000000007 9.5000000000000018 44.07500000000001 38.20000000000001 74.500000000000014 8400.0000000000018 45.000000000000007 9 36.500000000000007 16.500000000000004 38500.000000000007 40797.000000000007 45.000000000000007
decision_type=9 9 9 8 10 9 10 9 9 9 8 10 8 9 8 9 8 10 10 10 10 8 10 10 9 10 10 8 8 10
left_child=2 10 4 5 -1 20 7 29 -5 13 12 -11 23 -9 -15 -16 17 24 -6 -20 -3 -22 -23 -2 -17 26 28 -27 -4 -7
right_child=1 3 25 8 18 6 -8 9 -10 11 -12 -13 -14 14 15 16 -18 -19 19 -21 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0020933713695062651 0.0015448093254568462 0.0026663529933515662 5.9018168500806213e-05 -0.0005525931246438987 0.0001919463692744472 -0.00039942430627132097 -0.0024134364925384234 -0.0009814190088297892 -0.001399035310876009 0.00044085408740720313 -9.0286805232153711e-05 0.0037353523935773581 0.0048147031779610574 0.0020937610112978433 -0.001160304848162319 -0.00024150572456250075 0.0022022010758807652 -0.0014387630740467473 -0.00086623100412058568 -0.0010572481968728908 0.00089099719247784034 0.001832249054358215 -0.00097998190739179603 0.0076289825107217629 0.00078927534331590726 -0.0010148309835595626 -0.00082079570221530677 -0.00081934567630529646 -0.00078871184342219178 -0.0018271387865959453
leaf_weight=38 192 49 26 26 78 218 28 125 46 224 36 68 54 46 118 133 99 29 312 26 139 45 26 26 123 25 151 258 159 26
leaf_count=38 192 49 26 26 78 218 28 125 46 224 36 68 54 46 118 133 99 29 312 26 139 45 26 26 123 25 151 258 159 26
internal_value=-0.00133559 0.00129306 -0.00588561 0.00030399 -0.00258065 0.000748163 -1.60256e-05 0.000247934 -0.00876712 0.00108607 0.0061442 0.00356436 0.00732601 -2.92398e-05 0.000858676 0.000159046 0.00151899 -0.00020979 -0.00354916 -0.00460177 0.00422222 0.00303318 -0.00138889 0.00584475 0.000933852 -0.00822222 -0.00985163 -0.0065493 -0.00763441 -0.00298039
internal_weight=2949 1876 1073 1568 454 1496 1237 1209 72 965 308 292 272 673 548 502 384 285 416 338 259 210 71 218 256 619 336 283 185 244
internal_count=2949 1876 1073 1568 454 1496 1237 1209 72 965 308 292 272 673 548 502 384 285 416 338 259 210 71 218 256 619 336 283 185 244
cat_boundaries=0 29 31 33 60 62 63 64 65 66 67
cat_threshold=1342177280 12 4 0 2147483648 0 262144 0 1 0 0 0 64 0 0 0 0 0 33558528 0 384 0 20971520 8 0 0 0 0 128 1073872896 176 1050690 32 16 1050624 0 0 1073741824 0 0 0 0 0 0 4 0 1048576 0 4096 0 0 0 10240 0 0 0 0 0 0 68 11296 2 4 6 22 28 258
is_linear=0
shrinkage=0.04


Tree=47
num_leaves=31
num_cat=11
split_feature=8 9 0 11 0 15 2 0 6 0 2 9 2 8 13 0 1 2 3 6 1 11 5 2 2 2 5 6 2 2
split_gain=20.9737 6.30015 5.21469 2.82417 2.407 2.85786 2.09173 1.8875 1.82039 1.74205 2.29448 1.48993 1.33465 1.28181 2.00931 2.01524 2.31861 1.66182 1.40651 1.3579 1.14641 1.09876 1.2627 1.03386 0.946393 0.941581 0.880215 0.854807 2.3722 1.41189
threshold=0 1 42.960000000000008 2 40.250000000000007 3 365.00000000000006 38.20000000000001 4 38.57500000000001 108.50000000000001 5 262.50000000000006 6 7 38.57500000000001 5.5000000000000009 12.500000000000002 2010.5000000000002 8 5.5000000000000009 9 1.5000000000000002 19.500000000000004 69.500000000000014 6.5000000000000009 1.0000000180025095e-35 10 20.500000000000004 46.500000000000007
decision_type=9 9 8 9 10 9 10 10 9 10 10 9 10 9 9 10 10 8 8 9 8 9 8 8 10 10 10 9 10 8
left_child=4 2 3 -2 5 9 13 -8 -3 -1 -11 -10 21 -5 15 -15 27 20 -19 24 25 -7 -23 -21 -20 -16 -13 28 -17 -29
right_child=1 8 -4 6 -6 12 7 -9 11 10 -12 26 -14 14 17 16 -18 18 19 23 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00076951289529951343 -0.00095027871102331578 0.0050812379931575793 -0.0012370111995745603 0.0011578993875034627 -0.0007462567118986385 -0.0010379104178135634 0.0040350202506419207 0.00019845350137096318 0.00013199481959127012 -0.00088233250753425811 0.00092992430577755415 0.0055755062778112931 -0.00095652148615748449 -0.0022647786459149446 -0.00012074792439378258 0.0017142534049845893 0.0026479473943998143 0.0026491328267220383 0.00059826199947430323 -0.001121866825667901 0.0082419481220768285 -0.0010929592314751701 0.00083411714162799915 -0.00017370112120300264 -0.00048668258071593584 0.00085229500138481737 0.0009254649791669323 -0.0013437932559426714 -0.0029932045391844043 0.0005037460198838062
leaf_weight=577 105 120 222 124 81 125 34 35 120 188 26 96 26 33 36 71 38 50 89 32 30 60 98 194 30 51 39 120 29 35
leaf_count=577 105 120 222 124 81 125 34 35 120 188 26 96 26 33 36 71 38 50 89 32 30 60 98 194 30 51 39 120 29 35
internal_value=-0.0016741 0.00113532 -0.000146092 0.000949868 -0.00575503 -0.00530427 0.00159309 0.00828571 0.00564767 -0.0065586 -0.00353488 0.00338346 -0.0018125 0.0011215 0.000518257 -0.00189911 -0.000884354 0.00206501 0.000858586 -5.78035e-05 0.00627119 -0.00105634 0.00118343 -0.00185654 0.00323077 0.00386364 0.00616438 -0.00226562 0.000720721 -0.0039759
internal_weight=2914 1733 1358 1136 1181 1100 1031 69 375 791 214 255 309 962 838 326 293 512 395 345 117 283 158 226 119 87 135 255 100 155
internal_count=2914 1733 1358 1136 1181 1100 1031 69 375 791 214 255 309 962 838 326 293 512 395 345 117 283 158 226 119 87 135 255 100 155
cat_boundaries=0 30 32 34 35 36 38 58 59 60 61 62
cat_threshold=1342177280 12 4 134217728 65536 0 262144 2147483648 1 0 0 0 0 0 0 0 0 0 33558528 0 384 0 20971520 8 0 0 64 0 524416 4096 257 30724 32800 1114112 2214592512 66 128 48 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4096 0 0 0 2048 2 26 16416 448
is_linear=0
shrinkage=0.04


Tree=48
num_leaves=31
num_cat=9
split_feature=8 0 7 12 17 12 11 2 1 5 2 2 1 2 3 15 3 6 1 13 3 0 2 2 2 3 3 2 2 2
split_gain=22.2002 6.2819 5.88259 4.91763 3.55174 3.23978 3.07852 2.76495 2.08869 1.83323 2.1175 1.43775 1.33083 1.22249 1.44027 1.19062 1.22603 1.05746 1.01669 1.01219 0.976789 0.891669 0.799296 2.10651 0.788165 0.777153 0.768286 0.765127 0.758572 0.708495
threshold=0 40.675000000000004 1 2 3 4 5 4.5000000000000009 3.5000000000000004 4.5000000000000009 29.500000000000004 100.50000000000001 5.5000000000000009 30.500000000000004 1999.5000000000002 6 2012.5000000000002 7 5.5000000000000009 8 2016.5000000000002 46.250000000000007 75.500000000000014 59.500000000000007 44.500000000000007 2012.5000000000002 2019.5000000000002 65.500000000000014 59.500000000000007 37.500000000000007
decision_type=9 8 9 9 9 9 9 8 10 8 8 8 10 10 10 9 8 9 10 9 8 10 10 10 10 8 8 10 10 8
left_child=3 2 26 18 22 15 -3 21 29 -10 -11 -9 13 17 28 16 24 19 27 25 -12 -8 23 -4 -6 -7 -2 -1 -15 -5
right_child=1 6 4 8 5 12 7 11 9 10 20 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0003552050598715084 -0.0012061646177035713 0.00057759484366190603 -0.00053566536719863223 -0.0011385276069767868 -3.0410123627078178e-05 0.0017432491026443842 -0.00043592174674355277 -0.0012371659091895992 -0.00077648651915136931 -0.00077390195863962679 -0.001052775360410294 -0.0013083932524582309 0.0029632641661830662 0.0035916572714489092 0.00034629863870215159 0.00064157347179953921 -0.0008263974099531169 0.001513622900041014 -0.0010573883074971491 0.0016278495703841856 -0.00073005500713421159 0.0010861213092050548 -0.00061356728901255768 0.0012730076487383003 0.0019751779528372993 -0.0015441581614553358 -0.00064215369650689525 0.0010237426789247905 0.001314609502482682 0.00036092127764000283
leaf_weight=67 44 100 128 64 49 30 28 169 80 196 47 66 77 31 49 158 163 287 63 181 261 38 72 25 30 76 201 38 70 43
leaf_count=67 44 100 128 64 49 30 28 169 80 196 47 66 77 31 49 158 163 287 63 181 261 38 72 25 30 76 201 38 70 43
internal_value=-0.0016985 0.000556889 0.00163876 -0.00705747 0.00261656 0.00348185 -0.00393035 -0.00583333 -0.0085755 -0.00964103 -0.0105347 -0.00805085 0.00495074 0.00446897 0.00768212 0.000486618 -0.00126482 0.00361739 -0.000670391 0.00167785 -0.00841424 0.00119403 -0.00194915 -0.00038961 0.00275 -0.00136752 -0.00398438 0.00169811 0.0103922 -0.00351852
internal_weight=2931 2072 1671 859 1426 1201 401 301 691 584 504 235 801 724 150 400 242 574 168 287 308 66 225 153 79 106 245 105 101 107
internal_count=2931 2072 1671 859 1426 1201 401 301 691 584 504 235 801 724 150 400 242 574 168 287 308 66 225 153 79 106 245 105 101 107
cat_boundaries=0 26 44 46 47 49 52 53 54 55
cat_threshold=0 12 0 134217728 0 0 0 0 1 0 0 33554432 64 0 0 0 0 0 4096 0 128 0 20971520 8 0 16384 0 0 1073750016 524292 0 0 131072 131072 33554432 0 32768 256 0 0 0 0 0 256 2048 32 22 67183648 32 0 0 524288 67108864 284 12
is_linear=0
shrinkage=0.04


Tree=49
num_leaves=31
num_cat=13
split_feature=7 12 9 12 17 6 1 4 3 6 1 9 3 9 1 4 6 1 4 13 1 4 3 5 3 5 7 1 7 4
split_gain=19.7816 6.0484 3.68349 3.2986 2.92033 2.20447 2.17539 2.03955 1.9004 1.8957 1.77027 1.65676 1.55321 1.50053 1.38844 1.37061 1.32975 1.21145 1.01826 0.833607 1.00705 0.79661 0.78044 0.77632 0.706598 0.751525 0.692795 0.802077 0.808946 0.680229
threshold=0 1 2 3 4 5 2.5000000000000004 984745000.00000012 2013.5000000000002 6 3.5000000000000004 7 2004.5000000000002 8 5.5000000000000009 2050.0000000000005 9 3.5000000000000004 1800.0000000000002 10 5.5000000000000009 7250450000.000001 2008.5000000000002 1.0000000180025095e-35 2011.5000000000002 2.5000000000000004 11 5.5000000000000009 12 1050.0000000000002
decision_type=9 9 9 9 9 9 10 8 8 9 10 9 8 9 10 10 9 8 8 9 8 8 10 10 8 8 9 8 9 8
left_child=3 4 5 17 23 7 -4 -3 22 18 -5 12 -7 -10 15 -13 21 -1 -8 20 -9 -15 -6 -2 -11 -26 -19 28 -28 -12
right_child=1 2 6 10 8 11 9 19 13 24 29 14 -14 16 -16 -17 -18 26 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0012189440992502654 -0.00065778149254096978 -0.00041425637934626279 0.0064545032221365161 -0.00091547250197940853 0.00022605556885153534 -0.0013636544351084013 0.0098130290298174567 0.00021782784188904004 0.0003110536236112438 0.002865669029768867 -0.00078040522841824609 -0.0010741983145577906 0.00041267009884482064 0.0069571551049050486 0.00084164613076186611 0.0002805505790578877 -0.0014015722989527291 -0.00034469901168314719 0.0031567552165883937 0.001707033478565414 0.0021938152461515158 -0.0008086357491205831 0.0028447335995357291 -0.0011163523382353446 0.0015905512510820329 -0.00040221872571628126 -9.2171690185409715e-05 -0.0010350976687568192 -0.00083924825212129412 -0.00070376042596375754
leaf_weight=31 58 30 44 101 73 29 27 138 121 49 27 121 218 30 26 33 171 103 149 152 29 116 25 49 25 82 129 73 125 538
leaf_count=31 58 30 44 101 73 29 27 138 121 49 27 121 218 30 26 33 171 103 149 152 29 116 25 49 25 82 129 73 125 538
internal_value=-0.00176531 0.000852713 0.00257954 -0.00588752 -0.00223242 0.000965693 0.00578811 0.00327778 -0.00095064 0.0048048 -0.00774003 -0.000958904 0.00116279 -0.00209567 -0.00376963 -0.00541935 -0.00347561 -0.00309322 0.00748663 0.0043125 0.00191011 -0.000509554 0.0040404 -0.0079661 0.0011976 -0.000555556 -0.0037123 -0.00455621 -0.00360784 -0.00872792
internal_weight=2922 1795 1152 1127 643 776 376 349 536 332 666 427 247 438 180 154 317 461 176 319 167 146 98 107 156 107 430 327 254 565
internal_count=2922 1795 1152 1127 643 776 376 349 536 332 666 427 247 438 180 154 317 461 176 319 167 146 98 107 156 107 430 327 254 565
cat_boundaries=0 18 19 21 23 24 25 26 28 30 31 32 41 50
cat_threshold=2 268435456 1141112832 524804 0 0 131072 805437440 33622016 402653184 8224 0 0 0 0 0 128 128 93280 0 30720 34882 32 18 30 194 0 10240 0 20512 210 6 0 0 67108864 4 0 0 0 0 33619968 2 0 0 0 0 0 131072 0 2048
is_linear=0
shrinkage=0.04


Tree=50
num_leaves=31
num_cat=8
split_feature=7 9 0 6 12 7 0 0 4 2 4 4 0 2 0 2 11 2 0 2 2 2 12 2 0 1 12 3 2 2
split_gain=17.4447 7.47029 5.14926 4.05962 3.83289 3.72711 2.1712 2.06944 2.01328 1.9604 1.91119 1.89223 2.61182 1.7682 1.55266 2.5534 2.12214 1.50863 1.5 1.41722 1.27511 1.25909 1.16912 1.14263 1.12009 1.86255 0.949852 1.13988 1.29481 1.03202
threshold=0 1 46.250000000000007 2 3 4 9.5000000000000018 24.500000000000004 293.00000000000006 71.500000000000014 141.00000000000003 680725000.00000012 40.675000000000004 19.500000000000004 40.250000000000007 161.00000000000003 5 43.500000000000007 52.740000000000002 11.500000000000002 14.500000000000002 95.500000000000014 6 22.500000000000004 30.500000000000004 5.5000000000000009 7 2007.5000000000002 90.500000000000014 10.500000000000002
decision_type=9 9 8 9 9 9 10 10 10 10 8 10 10 10 10 8 9 8 8 10 10 10 9 10 10 10 9 10 8 8
left_child=4 2 5 11 7 -2 -6 -1 17 22 -7 12 -3 18 16 19 20 -5 -4 -16 -12 -11 -8 -21 -18 26 27 28 -26 -28
right_child=1 3 13 8 6 10 9 -9 -10 21 14 -13 -14 -15 15 -17 24 -19 -20 23 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.00063882472540313987 0.00088481855567721366 0.0031619566208312831 1.8646929894288179e-05 -0.00023779599591023271 0.0014035087448915106 -0.00093913672986097659 -0.00051715891756291658 -0.00077251692495721618 -0.0017506247205255933 0.0010072752464562384 -0.00088999580106268188 0.0072974785488905524 -0.0013518766495015555 -0.0009447866794998561 -0.00037393684508160165 0.00091479376497595412 -0.00096711319211671308 0.0019057522112782977 -0.0011447113402396525 -0.0018449632330340649 -0.00085268057452946521 -0.00074698178220852893 -0.00078710822817686934 -0.00108397775929447 0.0016751647913419987 0.0020277056267016392 0.00020431691720684597 -0.00077926849810609159 -0.00019222488968523521 -0.00065129249131388176
leaf_weight=153 212 240 35 121 73 29 156 97 26 40 45 39 46 67 42 57 85 55 27 26 70 88 356 51 123 76 126 44 69 263
leaf_count=153 212 240 35 121 73 29 156 97 26 40 45 39 46 67 42 57 85 55 27 26 70 88 356 51 123 76 126 44 69 263
internal_value=-0.00184479 0.000322418 -0.00116598 0.00434944 -0.00622177 -0.000424564 -0.00455801 -0.0105747 -0.000187793 -0.00536661 -0.00136079 0.00708333 0.0061324 -0.00876923 -0.00109462 -0.00451977 -0.000421286 0.00135593 -0.00380952 -0.00783333 -0.0052381 -0.000930233 -0.00647173 -0.0110256 0.000351317 0.000883191 0.000159744 0.00210526 0.00352332 -0.00105
internal_weight=2937 1974 1447 527 963 1318 713 250 202 640 1106 325 286 129 1077 176 901 176 62 119 115 128 512 77 786 701 625 236 192 389
internal_count=2937 1974 1447 527 963 1318 713 250 202 640 1106 325 286 129 1077 176 901 176 62 119 115 128 512 77 786 701 625 236 192 389
cat_boundaries=0 18 20 21 22 39 40 41 43
cat_threshold=0 0 67371008 524292 65536 0 131072 268566528 67584 134217728 0 0 0 0 67108864 0 0 256 385 63488 210 83952672 131072 16 0 0 2 66 0 8192 0 0 8192 128 144 268435456 0 0 1073741840 49184 10242 16985088 34
is_linear=0
shrinkage=0.04


Tree=51
num_leaves=31
num_cat=6
split_feature=7 0 9 11 7 0 10 0 1 0 17 2 0 2 4 4 2 3 2 5 4 0 2 1 2 2 2 3 3 3
split_gain=16.3216 7.23813 5.39645 3.42185 3.0606 2.90634 2.09225 2.40671 2.01571 2.49962 2.44284 1.67872 1.57905 1.57794 1.49718 1.41906 1.5731 1.39549 1.39412 1.3886 1.29012 2.43948 1.30627 1.09366 1.0219 0.992917 1.25244 0.974394 1.90155 0.813189
threshold=0 42.960000000000008 1 2 3 54.500000000000007 4 35.850000000000009 3.5000000000000004 24.500000000000004 5 11.500000000000002 42.710000000000008 47.500000000000007 237200.00000000003 313.50000000000006 1.5000000000000002 2018.5000000000002 22.500000000000004 1.0000000180025095e-35 73656950000.000015 40.250000000000007 10.500000000000002 5.5000000000000009 114.50000000000001 70.500000000000014 108.50000000000001 2006.5000000000002 2015.5000000000002 2019.5000000000002
decision_type=9 8 9 9 9 8 9 10 10 10 9 10 10 8 10 8 10 8 8 10 8 10 10 8 10 10 10 10 10 8
left_child=8 2 -2 12 -5 11 15 -8 -1 -10 -11 -3 14 29 17 -6 -17 -4 19 -19 23 22 -22 -18 -20 -15 -27 -24 -29 -12
right_child=1 5 3 4 6 -7 7 -9 9 10 13 -13 -14 25 -16 16 20 18 24 -21 21 -23 27 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00010596587244414479 0.0049642362442477864 -3.7147689822703003e-05 -0.0015577767148850796 0.001794416640406098 -0.0011282249302671944 -0.0011538074503664574 0.0081969155838376648 0.00034550826966633252 -0.00064687747187875289 -0.00099464473653956267 -0.0010223052256957033 -0.00088838670846925539 0.0006637077545983772 0.0012813028593003394 -0.0017887132795956263 -0.0010279108771748115 0.00046336940468535206 -0.00010143568664435777 0.0010901792587212356 -0.0010445262328383366 0.00058616715521807804 -0.002252851658487316 -0.00018028381087397348 0.0064114766020988865 -0.0016978092998556349 -0.00053678007240741009 0.0017463748020867698 0.0019361680626136036 -0.00063770847743747081 -0.00051704831099570465
leaf_weight=133 144 137 31 112 35 44 42 104 457 140 47 120 35 37 25 84 67 60 79 25 191 27 288 34 25 36 48 43 41 221
leaf_count=133 144 137 31 112 35 44 42 104 457 140 47 120 35 37 25 84 67 60 79 25 191 27 288 34 25 36 48 43 41 221
internal_value=-0.0015654 0.000809313 0.00195579 0.00111847 0.00215014 -0.00483444 0.00136505 0.0056051 -0.00532743 -0.00599797 -0.00411321 -0.00317829 -0.00274914 -0.00225 -0.00398374 0.000535932 0.000902062 -0.00289593 -0.00157895 -0.00534884 0.00153179 0.000812183 0.00138298 0.00568627 0.00152381 0.00147541 -0.000941176 0 0.00376471 -0.00401487
internal_weight=2912 1793 1492 1348 1068 301 956 146 1119 986 529 257 280 389 245 810 775 220 189 85 691 590 563 101 104 121 84 372 84 268
internal_count=2912 1793 1492 1348 1068 301 956 146 1119 986 529 257 280 389 245 810 775 220 189 85 691 590 563 101 104 121 84 372 84 268
cat_boundaries=0 18 20 23 40 41 42
cat_threshold=0 268435456 1140850688 526852 0 8192 33685504 268566528 33622016 134225952 0 0 0 268435456 67108864 0 0 256 1073872896 144 49185 0 524288 0 129 1048576 0 0 0 0 0 0 0 0 128 0 0 0 0 1073741840 256 14
is_linear=0
shrinkage=0.04


Tree=52
num_leaves=31
num_cat=10
split_feature=8 7 8 0 12 2 7 7 1 2 6 0 12 5 1 2 18 2 2 2 0 2 6 0 2 2 0 2 2 2
split_gain=18.5731 5.59623 5.05801 4.16598 4.07139 2.73124 3.71253 2.40302 2.25983 2.17689 1.89731 2.26398 1.93364 1.52112 1.24244 1.46979 1.08379 1.0795 1.15623 1.04374 1.03832 1.01431 1.37919 1.2809 0.938134 0.929048 1.59981 1.28463 0.928799 0.861118
threshold=0 1 2 40.250000000000007 3 9.5000000000000018 4 5 3.5000000000000004 1.5000000000000002 6 24.500000000000004 7 3.5000000000000004 3.5000000000000004 29.500000000000004 8 29.500000000000004 60.500000000000007 29.500000000000004 39.07500000000001 21.500000000000004 9 36.400000000000006 58.500000000000007 26.500000000000004 39.07500000000001 291.50000000000006 18.500000000000004 6.5000000000000009
decision_type=9 9 9 8 9 8 9 9 10 8 9 10 9 8 10 10 9 10 10 10 10 10 9 10 10 10 10 10 10 8
left_child=4 -2 -3 7 5 20 17 28 -8 -9 12 -12 -11 -6 -15 -16 -5 -7 -19 -14 -1 22 23 -13 -17 -23 -27 -28 -4 -25
right_child=1 2 3 16 13 6 8 9 -10 10 11 21 19 14 15 24 -18 18 -20 -21 -22 25 -24 29 -26 26 27 -29 -30 -31
leaf_value=-0.00051050467950830125 0.0019645511516173998 0.0013296516079607556 -0.0013515469671299841 -0.00067395748419919244 -0.00049898750367574965 -0.00066981046828956897 0.0010465720883723862 -0.0021778111792492894 -0.00086104046990882928 -3.523017369538195e-05 -0.0016770571598185313 0.00087725667407539737 0.00075979690635126225 -0.0010265759787046491 -0.00061490729997295548 -0.00069852492966909101 -0.0016175314454523004 0.0025468301221199495 -3.876331868585936e-05 0.0034098652271799777 0.00099049919490838082 -0.0014864932871742553 0.0012953220355054996 -0.0017559998190736083 -0.00067708265850814793 -0.00065472878039170019 0.00047146450629828254 -0.001495465646289702 -0.00012268845081543135 -5.6687225803742079e-05
leaf_weight=46 228 103 66 141 71 35 31 36 249 104 48 71 122 102 206 129 143 46 34 40 43 35 194 46 150 46 140 29 63 112
leaf_count=46 228 103 66 141 71 35 31 36 249 104 48 71 122 102 206 129 143 46 34 40 43 35 194 46 150 46 140 29 63 112
internal_value=-0.00191753 0.000663667 -0.000219355 -0.000856945 -0.00586297 -0.00290909 -0.00439394 0.000208153 -0.0067354 0.000870406 0.00123482 0.000136612 0.00404332 -0.00795217 -0.0087415 -0.00958848 -0.00519298 0.00174603 0.00444444 0.0067052 0.00333333 0.00074184 0.00193396 -0.00025 -0.00764286 -0.0012749 -0.000277778 0.00152941 -0.00471429 -0.00226415
internal_weight=2909 1767 1539 1436 1142 484 395 1152 280 1023 987 721 266 658 587 485 284 115 80 162 89 673 423 229 279 250 215 169 129 158
internal_count=2909 1767 1539 1436 1142 484 395 1152 280 1023 987 721 266 658 587 485 284 115 80 162 89 673 423 229 279 250 215 169 129 158
cat_boundaries=0 29 46 68 70 79 97 98 99 100 101
cat_threshold=1342177280 12 4 134217728 2147483648 0 786432 0 1 0 0 0 64 0 0 0 0 0 33558528 0 2147484032 0 20971520 8 0 32768 0 0 128 268435458 1 1141899264 0 32 0 0 8192 0 32 0 0 0 0 0 32 16 16 2 0 0 0 1 0 2147483648 0 0 0 0 0 1048576 0 0 0 0 0 8192 0 524288 1050690 32 0 128 0 0 0 0 131072 0 65536 0 0 0 0 0 0 131072 131072 33556480 0 0 0 0 0 0 0 0 384 66 16820320 4 268
is_linear=0
shrinkage=0.04


Tree=53
num_leaves=31
num_cat=12
split_feature=8 0 9 7 12 11 11 0 12 6 0 7 0 0 1 12 1 1 5 0 0 1 6 0 1 0 11 1 0 1
split_gain=21.4423 6.85272 4.44054 4.17527 3.97196 2.49331 2.18405 1.9666 1.96636 1.26784 1.21988 1.15606 1.1266 0.944709 0.922432 0.892347 0.891276 0.803749 0.795124 0.677096 0.838207 0.596923 0.527942 0.416164 0.572371 0.451234 0.382895 0.958669 0.469732 0.378325
threshold=0 40.675000000000004 1 2 3 4 5 9.5000000000000018 6 7 44.07500000000001 8 48.175000000000004 48.175000000000004 4.5000000000000009 9 3.5000000000000004 5.5000000000000009 10.500000000000002 30.500000000000004 35.600000000000009 5.5000000000000009 10 38.57500000000001 5.5000000000000009 35.850000000000009 11 5.5000000000000009 24.500000000000004 5.5000000000000009
decision_type=9 8 9 9 9 9 9 10 9 9 10 9 10 8 10 9 10 10 8 10 10 8 9 10 8 10 9 10 10 10
left_child=4 2 21 23 7 10 9 -1 22 18 -3 29 17 -7 -11 19 -13 -12 -5 -10 -21 -2 -8 25 -25 -4 28 -28 -9 -6
right_child=1 5 3 6 11 13 8 26 15 14 12 16 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0013927438124129666 0.0027869387376879473 -0.0014324563424347049 0.0031017344948814697 -0.00085319277398394184 -0.00059589928122449009 -3.3799104026996929e-05 3.5814381530698825e-05 0.001702671056282874 -0.0012096106448555588 -0.0005232520769057914 -0.00070421690577418875 -0.00087526938255681589 -0.0010373795378015415 -0.00072550812536917417 -0.0014899011412555653 -0.00056702327215177209 -0.00068928690342730194 4.1046569981944001e-05 0.00019501660600553805 0.002354096073081209 -4.7400058220503642e-06 0.0065074398952232925 0.00084795106740386927 0.0011723428175447381 0.0049585519742040415 -6.4436101843412528e-06 -0.0005239639982224986 -0.0011973838011685345 -0.00057650822233213717 -0.00061238830200995411
leaf_weight=28 150 26 36 26 214 183 164 26 26 49 55 48 49 45 84 153 293 30 78 26 258 30 343 104 39 32 121 70 74 64
leaf_count=28 150 26 36 26 214 183 164 26 26 49 55 48 49 45 84 153 293 30 78 26 258 30 343 104 39 32 121 70 74 64
internal_value=-0.00192821 0.000440661 0.001601 0.000811756 -0.00687039 -0.00431877 -0.000114943 -0.0029697 0.000733945 -0.00346774 -0.00795322 -0.00879365 -0.00681481 -0.00133891 -0.00597222 -0.00113924 -0.00653409 -0.00395349 0 0.000124611 0.000701754 0.00732984 0.00243243 0.00585586 0.00736111 0.00347826 -0.0040411 -0.0050495 -0.00144144 -0.0112111
internal_weight=2924 1986 1598 1418 938 388 1207 319 970 237 160 619 134 228 133 463 341 85 104 310 284 180 507 211 143 68 291 191 100 278
internal_count=2924 1986 1598 1418 938 388 1207 319 970 237 160 619 134 228 133 463 341 85 104 310 284 180 507 211 143 68 291 191 100 278
cat_boundaries=0 27 29 46 48 50 53 54 55 64 66 67 69
cat_threshold=1073741824 12 0 0 65536 0 0 0 1 0 0 0 64 0 0 0 0 0 4096 0 384 0 20971520 8 0 16384 4 1073741824 160 2 129 68157440 2097152 0 0 0 8192 0 32 0 0 16 268435456 0 0 1073745936 2114 32 4 1024 67158048 65536 524288 68198690 386 0 0 0 4 0 0 0 131072 65536 16973888 32 132 32772 2147483648
is_linear=0
shrinkage=0.04


Tree=54
num_leaves=31
num_cat=11
split_feature=8 9 0 7 1 8 0 7 6 0 0 3 9 3 6 3 0 1 3 6 0 9 3 5 3 1 1 3 0 18
split_gain=19.4217 4.67191 4.00127 2.65291 2.44412 2.59266 1.70177 1.5169 1.45369 1.40274 1.39634 1.36301 1.8228 1.64248 1.4113 1.14921 1.18781 1.12631 0.959295 0.714105 0.675502 0.660868 0.84514 0.599767 0.573611 0.55623 0.476226 0.433222 0.414904 0.637756
threshold=0 1 52.740000000000002 2 3.5000000000000004 3 42.250000000000007 4 5 42.710000000000008 35.600000000000009 2001.5000000000002 6 2012.5000000000002 7 1998.5000000000002 35.850000000000009 3.5000000000000004 2006.5000000000002 8 39.07500000000001 9 2000.5000000000002 1.5000000000000002 2003.5000000000002 4.5000000000000009 3.5000000000000004 1988.5000000000002 35.250000000000007 10
decision_type=9 9 8 9 10 9 10 9 9 10 10 10 9 10 9 8 10 10 8 9 10 9 10 8 10 10 10 10 10 9
left_child=4 2 3 -2 -1 6 18 9 26 10 -5 12 14 -13 28 -16 -17 -14 -6 -18 -15 24 -23 -7 -10 -12 -3 -25 -9 -30
right_child=1 8 -4 7 5 23 -8 11 21 -11 25 13 17 20 15 16 19 -19 -20 -21 -22 22 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-0.00068729004874853669 -0.00065323329597156033 0.0062855913476298755 -0.0011761915226760778 6.9807640386798654e-06 -0.0010504365997742581 -0.00056870152860035719 -0.00054966666113486439 0.0025170212742778373 0.0006156718321354759 -4.0867398979393957e-05 0.0025074767418204759 0.0016453980691591142 0.00092140439713908509 -0.0011242873169198121 -0.0014172393582857978 -0.00091871110694420111 0.00031892792170800987 -0.00091013296723424736 -0.00056560596156920442 -0.0001703646987873242 0.00019428671001765708 0.0010350558820152146 0.0048055362304792485 -0.00055143503660040952 -0.001198357825732117 0.0016695629860826245 0.0052083171999718304 -0.00098737343416946291 -0.00055306560758655371 0.00030169811098900822
leaf_weight=119 237 25 40 46 25 34 39 38 89 60 48 104 38 26 41 69 125 161 259 177 98 85 30 469 27 62 132 72 32 105
leaf_count=119 237 25 40 46 25 34 39 38 89 60 48 104 38 26 41 69 125 161 259 177 98 85 30 469 27 62 132 72 32 105
internal_value=-0.00174391 0.00066107 -0.000355731 -1.3624e-05 -0.00616732 -0.00694105 -0.00365269 0.000741338 0.00451128 0.00370044 0.00585987 7.80488e-05 -0.000711563 0.00279476 0.000434783 -0.000851064 -0.00016129 -0.00390476 -0.00266667 0.000924092 -0.00032 0.0022314 0.00428571 -0.00856655 0 0.00828829 0.0075 -0.00904059 0.00333333 0.00246377
internal_weight=2912 1895 1507 1467 1017 898 323 1230 388 216 156 1014 786 228 587 412 371 199 284 302 124 231 115 575 116 110 157 541 175 137
internal_count=2912 1895 1507 1467 1017 898 323 1230 388 216 156 1014 786 228 587 412 371 199 284 302 124 231 115 575 116 110 157 541 175 137
cat_boundaries=0 29 31 49 78 95 96 98 99 100 102 103
cat_threshold=1342177280 8 0 0 65536 0 262144 0 1 0 0 0 2112 0 0 0 0 0 4096 0 128 0 20971520 8 0 16384 0 0 524288 257 30724 1 0 262144 526340 65568 0 131072 131072 65536 1024 0 0 0 0 0 0 0 128 1073741824 0 0 0 65536 0 262144 0 1 0 0 0 2048 0 0 0 0 0 0 0 128 0 0 0 0 16384 0 0 524288 2 0 1140850688 0 2 2 0 0 0 0 0 128 0 268435456 0 0 1073745936 192 256 14336 74 260 0 48 4
is_linear=0
shrinkage=0.04


Tree=55
num_leaves=31
num_cat=10
split_feature=8 0 8 7 0 2 7 18 2 11 7 6 1 0 2 2 0 2 1 2 17 2 6 3 2 2 2 2 0 1
split_gain=18.9187 5.88116 5.33972 4.13202 2.78435 2.93735 2.56423 2.40216 1.81595 1.94013 1.29122 1.50981 1.24127 1.81257 1.20817 1.17068 1.11197 0.951049 0.946698 0.931027 0.87137 1.05738 0.867008 1.26916 0.806741 0.781309 0.736515 0.724236 0.675609 0.739839
threshold=0 48.175000000000004 1 2 40.250000000000007 4.5000000000000009 3 4 898.00000000000011 5 6 7 3.5000000000000004 24.500000000000004 29.500000000000004 70.500000000000014 35.250000000000007 5.5000000000000009 5.5000000000000009 71.500000000000014 8 13.500000000000002 9 2001.5000000000002 39.500000000000007 78.500000000000014 26.500000000000004 108.50000000000001 30.500000000000004 5.5000000000000009
decision_type=9 8 9 9 10 10 9 9 10 9 9 9 10 10 10 8 10 8 8 10 9 10 9 10 10 10 10 8 10 10
left_child=6 2 15 17 8 18 14 -3 9 26 -11 16 -8 -14 -1 -2 -12 -4 -6 -18 21 -13 -19 -24 -16 -26 -5 -15 -22 -30
right_child=1 7 3 4 5 -7 12 -9 -10 10 11 20 13 27 24 -17 19 22 -20 -21 28 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00056428622688891043 0.003227856647458296 1.5104650818784649e-05 -0.00013883900286089103 -0.00072150749942125004 -0.00066763005536905949 -0.0014777795376518556 -0.00091000428962413344 -0.0010188108709085241 -0.001530750467589499 -0.00058923667821737531 0.002979537632258058 0.00090572049244165955 -0.00056669392983259574 -0.00069259491035346345 0.0030304133891676343 0.0012870202173376911 0.00095783537779979609 0.00050398925062367539 0.0018094904590498829 -0.0003981628666420889 -0.0012066918007548821 -0.00049491772314436133 0.00079369828160348989 0.0064670609459971471 -0.00075320152356148638 0.0011527979710928094 -0.00051321043434924716 -0.00026913145265851314 -9.7749124959136682e-05 0.0022076352164111766
leaf_weight=123 85 27 39 68 46 131 80 68 31 109 43 108 361 156 30 30 235 165 47 28 44 72 98 25 77 35 37 50 432 49
leaf_count=123 85 27 39 68 46 131 80 68 31 109 43 108 361 156 30 30 235 165 47 28 44 72 98 25 77 35 37 50 432 49
internal_value=-0.00189078 0.000285996 0.000769631 0.000209021 -0.000697518 -0.0048 -0.00663055 -0.009375 3.18218e-05 0.000277325 0.000778073 0.00123288 -0.00805471 -0.00883803 -0.00297101 0.00873016 0.00353312 0.00420118 0.000638298 0.00265152 0.000195531 0.00251309 0.00512111 0.00761194 -0.000559441 -0.00212389 -0.00465517 -0.0057971 -0.000634328 -0.000207469
internal_weight=2929 2017 1922 1807 1480 224 912 95 1256 1225 1120 1011 647 567 265 115 306 327 93 263 705 180 288 123 142 112 105 206 525 481
internal_count=2929 2017 1922 1807 1480 224 912 95 1256 1225 1120 1011 647 567 265 115 306 327 93 263 705 180 288 123 142 112 105 206 525 481
cat_boundaries=0 26 46 63 70 71 72 90 91 92 93
cat_threshold=0 8 0 0 0 0 0 0 0 0 0 0 2112 0 0 0 0 0 4096 0 384 0 20971520 8 0 16384 16 2048 0 0 0 1 0 0 0 32768 0 0 0 1048576 0 0 0 0 0 10240 2 129 67117056 0 34 2 0 0 0 0 8192 128 144 0 0 32 1073741968 131072 128 0 0 0 64 131072 4 16416 0 0 0 4 0 0 131072 0 33554432 8192 0 256 0 0 0 0 0 128 74 8 388
is_linear=0
shrinkage=0.04


Tree=56
num_leaves=31
num_cat=9
split_feature=8 7 12 0 2 7 6 12 0 17 2 8 2 2 0 6 1 3 2 2 1 2 2 2 3 0 0 1 2 1
split_gain=20.7035 5.7723 4.57319 4.14409 3.01647 2.64064 2.02889 1.89485 2.6291 2.24143 2.00326 1.5731 1.47187 1.44328 1.43037 1.36541 1.35773 1.34586 1.30961 1.30794 1.16981 1.02974 0.979854 0.952297 0.938811 1.18578 0.923295 0.8539 1.04893 0.842446
threshold=0 1 2 40.675000000000004 21.500000000000004 3 4 5 24.500000000000004 6 33.500000000000007 7 44.500000000000007 22.500000000000004 35.250000000000007 8 5.5000000000000009 2022.5000000000002 57.500000000000007 20.500000000000004 4.5000000000000009 6.5000000000000009 37.500000000000007 79.500000000000014 2025.5000000000002 39.07500000000001 16.750000000000004 5.5000000000000009 40.500000000000007 5.5000000000000009
decision_type=9 9 9 8 10 9 9 9 10 9 10 9 10 10 10 9 8 8 10 8 8 10 10 10 8 10 10 10 8 8
left_child=2 6 17 5 16 14 -2 10 -9 29 15 12 -4 20 -3 19 21 -1 22 -7 -13 -5 -15 -20 -12 -26 -24 -19 -29 -10
right_child=1 3 11 4 -6 7 -8 8 9 -11 24 13 -14 18 -16 -17 -18 27 23 -21 -22 -23 26 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00129206037351139 5.1811941411372688e-06 0.00071994072287132841 -0.00073988078866271678 -0.00034497684308256284 -0.00097520873657625635 0.00048958706871676588 0.0020189679232561273 -0.0014095816952453789 -0.0011569586183744107 0.0013734713411833611 0.0021973142896360544 -0.00089891566085732678 0.0010935271250986744 -0.0005471718814710158 -0.00071329167885913591 -0.00069979489714697249 0.00029490802294318997 8.027083655303358e-05 -0.00059355596021891442 -0.0014596437126602169 -0.00053976822648895252 -0.0010010385845517433 0.00051707684640511786 -0.00056444923394231242 -0.001091059900712068 0.0003955394044775318 -0.00057066594013420512 -0.00036747133153248513 -0.0011763193929396464 0.0024401086942685878
leaf_weight=33 122 32 96 57 104 126 272 37 78 478 66 29 45 68 187 265 68 170 48 28 142 54 52 93 25 60 35 33 28 29
leaf_count=33 122 32 96 57 104 126 272 37 78 478 66 29 45 68 187 265 68 170 48 28 142 54 52 93 25 60 35 33 28 29
internal_value=-0.00202634 0.000152454 -0.00715742 -0.000868035 -0.00528169 1.41643e-05 0.00444444 0.000764755 0.00227488 0.00296928 -0.000895009 -0.00911147 -0.00434211 -0.0104184 -0.00391304 -0.00233333 -0.00211111 -0.00247273 -0.00888889 0.000727273 -0.0136047 -0.00482143 -0.00628205 -0.0116901 0.00302632 0.000232558 -0.00340909 -0.00146552 -0.00548387 -0.00220339
internal_weight=2960 2088 872 1694 283 1411 394 1192 622 585 570 608 141 467 219 419 179 264 296 154 171 111 155 141 151 85 87 231 61 107
internal_count=2960 2088 872 1694 283 1411 394 1192 622 585 570 608 141 467 219 419 179 264 296 154 171 111 155 141 151 85 87 231 61 107
cat_boundaries=0 29 46 48 66 67 69 70 91 92
cat_threshold=0 8 0 134217728 0 0 0 0 0 0 0 131072 64 0 0 0 0 0 4096 0 384 0 20971520 8 0 0 0 0 128 268451842 129 1107296256 262144 32 0 0 8192 0 16 0 192 128 0 0 0 1073745936 1050626 32 0 16 8192 524288 0 0 131072 131072 33554432 8192 32800 256 0 0 0 0 0 384 260 125984 32 50 0 0 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 384 130
is_linear=0
shrinkage=0.04


Tree=57
num_leaves=31
num_cat=6
split_feature=8 7 8 7 7 5 2 4 2 2 2 2 2 2 2 3 5 17 2 2 2 2 2 2 2 2 2 5 2 2
split_gain=17.2733 4.11006 3.00653 2.81335 1.9236 1.61611 1.25391 1.11485 1.11377 2.37094 1.16761 1.16621 1.01722 0.849647 0.858501 0.845307 0.755525 0.737849 0.756562 0.798368 0.725549 1.84259 1.14101 0.642728 0.621909 0.625319 0.613336 2.03389 1.33732 1.32798
threshold=0 1 2 3 4 2.5000000000000004 18.500000000000004 13818465000.000002 34.500000000000007 50.500000000000007 62.500000000000007 5.5000000000000009 12.500000000000002 8.5000000000000018 25.500000000000004 1988.5000000000002 3.5000000000000004 5 20.500000000000004 9.5000000000000018 61.500000000000007 28.500000000000004 12.500000000000002 84.500000000000014 108.50000000000001 95.500000000000014 13.500000000000002 1.5000000000000002 4.5000000000000009 15.500000000000002
decision_type=9 9 9 9 9 10 10 10 8 8 8 10 10 8 10 10 8 9 10 8 10 10 10 10 10 10 8 8 10 8
left_child=3 17 13 6 20 7 12 26 11 -10 -11 -5 -1 -3 -15 24 -13 18 19 -2 21 22 -4 -8 25 -12 28 -28 -6 -29
right_child=1 2 4 8 5 -7 23 -9 9 10 15 16 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0004289093671074795 -0.00042610342574192831 0.0024085359521600937 -0.00045914016617153663 -0.00058354327430926395 -0.00039150618357979282 -0.00047981588098522821 -0.00049630339888153687 -0.0008439477992781974 -0.00044659200369856933 -0.00083599887426284887 -0.00040290136142210996 -0.00050590189345907529 -0.00060448382556181461 -0.00014473446608093355 0.0023904463510469043 -0.00085762557860093126 -0.00058074031588731148 0.0015381661495283794 -0.00044110483269729886 0.0020869890971033913 -0.00100749893461753 0.00061188159217842044 -0.0011907781590009493 0.0011384692811075325 -0.0003667629368361247 -0.00069001258175028113 -0.001406545479605157 -0.00096787048624825901 0.00058274578033415739 0.00015530733150377786
leaf_weight=59 36 27 105 92 181 46 161 37 107 36 74 36 42 37 43 35 209 205 28 46 47 39 64 37 44 32 59 52 282 597
leaf_count=59 36 27 105 92 181 46 161 37 107 36 74 36 42 37 43 35 209 205 28 46 47 39 64 37 44 32 59 52 282 597
internal_value=-0.00194061 0.000257467 -0.000565458 -0.00627692 -0.00103947 -0.000379447 -0.00277419 -9.92556e-05 -0.00778107 -0.00620061 -0.00855856 -0.00952663 -0.00647059 0.00559322 0.00395062 -0.0072043 -0.0109756 0.00435583 0.00132231 0.00337349 -0.00413534 -0.00325359 -0.00505882 -0.00100503 -0.00582781 -0.00747664 0.000119454 -0.000620592 0.00125 3.07692e-05
internal_weight=2895 1931 1616 964 1509 1254 299 1208 665 328 221 337 101 107 80 185 245 315 110 82 255 208 169 198 150 106 1171 708 463 649
internal_count=2895 1931 1616 964 1509 1254 299 1208 665 328 221 337 101 107 80 185 245 315 110 82 255 208 169 198 150 106 1171 708 463 649
cat_boundaries=0 26 43 63 71 88 89
cat_threshold=0 8 4 134217728 2147549184 0 0 0 1 0 0 33685504 64 0 0 0 0 0 4096 0 2147484032 0 20971520 8 0 16384 268435458 129 33554432 0 32 0 0 8192 0 32 8192 0 0 268435456 0 32 1073741968 16 2 0 0 0 1 0 0 0 32768 0 2048 0 0 0 0 0 0 0 10240 131072 128 0 0 0 64 131072 805306368 0 0 1056768 524288 0 134217728 131072 131072 33556480 0 0 0 0 0 0 0 4096 28
is_linear=0
shrinkage=0.04


Tree=58
num_leaves=31
num_cat=9
split_feature=8 7 12 8 7 2 4 2 2 12 4 1 2 1 2 5 9 1 2 2 4 2 2 1 12 9 2 2 2 2
split_gain=18.7421 6.06741 5.88504 3.78426 3.08332 2.59495 2.15798 1.80636 1.79069 1.57779 1.51495 1.40298 1.95324 1.38208 1.37703 1.57652 1.56447 1.31265 1.26052 2.01818 1.14951 1.13826 1.04452 0.966014 0.879747 0.777441 1.38457 1.50336 1.17266 0.75887
threshold=0 1 2 3 4 510.50000000000006 45.000000000000007 20.500000000000004 7.5000000000000009 5 3146480000.0000005 3.5000000000000004 4.5000000000000009 4.5000000000000009 24.500000000000004 1.5000000000000002 6 5.5000000000000009 57.500000000000007 44.500000000000007 390.00000000000006 22.500000000000004 5.5000000000000009 4.5000000000000009 7 8 55.500000000000007 147.50000000000003 36.500000000000007 3.5000000000000004
decision_type=9 9 9 9 9 8 10 10 8 9 8 10 10 10 10 8 9 10 10 10 10 10 10 10 9 9 10 10 10 8
left_child=2 17 4 10 21 7 8 23 -6 11 -3 20 29 -10 16 -16 -11 -2 19 -9 -5 -1 -14 -4 -18 26 28 -28 -24 -13
right_child=1 3 5 9 6 -7 -8 18 13 14 -12 12 22 -15 15 -17 24 -19 -20 -21 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00049539517178736508 0.0012447757756375211 -0.00054086267687850412 -0.001001661343792648 0.0020210719266483324 0.0026860390895792818 0.00077395539731860195 -0.00097918258890238984 -0.00049798630987254457 0.00088162953074075287 0.002102651145301877 0.0020998891424786237 -0.00094829962575360583 0.00053080409377695762 -0.00068737517335605959 -0.0027127777889523943 -0.00026834829927963711 -6.5504512527141402e-05 0.0078024655936910397 -0.00054716957933386822 0.0013695506301110427 -0.00052938085624795403 0.0011278731966420353 -0.00014479731118122174 -0.00051038182862058075 0.00076407742310102833 -0.0008027936105465017 0.0011005803580479423 -4.4932119824920849e-05 -0.0017786331216596096 -0.001951922752780746
leaf_weight=41 194 35 41 43 33 25 27 155 25 103 178 51 32 151 25 264 372 31 176 52 27 68 195 190 107 153 42 27 32 59
leaf_count=41 194 35 41 43 33 25 27 155 25 103 178 51 32 151 25 264 372 31 176 52 27 68 195 190 107 153 42 27 32 59
internal_value=-0.00175973 0.000504796 -0.00623116 -0.000307517 -0.00185393 -0.00852308 -0.00437247 -0.00917073 -0.00314286 -0.00101102 0.00455357 -0.00247024 -0.00314189 -0.00474576 0.000113379 -0.00213793 0.00123499 0.00652542 -0.00744792 -0.00528846 0.0028169 0.0035 -0.0020332 -0.0119828 0.000204082 -0.00253333 -0.00117264 0.00371429 -0.0027193 -0.00792793
internal_weight=2954 1970 984 1745 345 639 236 614 209 1532 213 661 591 176 871 289 582 225 383 207 70 109 481 231 479 449 296 69 227 110
internal_count=2954 1970 984 1745 345 639 236 614 209 1532 213 661 591 176 871 289 582 225 383 207 70 109 481 231 479 449 296 69 227 110
cat_boundaries=0 29 47 49 69 78 80 82 83 85
cat_threshold=1073741824 12 0 134217728 2147483648 0 0 0 1 0 0 33554432 64 0 0 0 0 0 4096 0 2147484032 0 20971520 8 0 0 4 0 128 268435458 129 1073741824 0 32 0 0 8192 0 16 0 0 0 0 0 0 1073741840 32768 2114 32 16 0 0 0 0 1 0 0 0 0 0 2048 0 1049600 268435456 4096 0 0 0 10240 0 128 0 0 0 0 131072 0 65536 91232 34 0 8352 35074 0 6176
is_linear=0
shrinkage=0.04


Tree=59
num_leaves=31
num_cat=15
split_feature=8 7 12 12 9 17 1 9 6 7 4 4 7 12 5 5 5 4 4 1 12 6 1 1 4 1 11 4 8 5
split_gain=18.6077 5.85861 4.56034 3.28919 2.41957 1.90169 1.85896 1.51689 1.45734 1.41695 1.33396 1.25951 1.23999 1.60745 1.14442 1.0996 1.00649 0.922081 1.04185 1.26502 0.833933 0.798934 0.623938 0.49573 0.408076 0.364247 0.428077 0.294265 0.277103 0.255682
threshold=0 1 2 3 4 5 3.5000000000000004 6 7 8 3550.0000000000005 208770000.00000003 9 10 4.5000000000000009 1.5000000000000002 1.5000000000000002 950.00000000000011 2331015000.0000005 5.5000000000000009 11 12 4.5000000000000009 4.5000000000000009 313.50000000000006 4.5000000000000009 13 16000.000000000002 14 1.5000000000000002
decision_type=9 9 9 9 9 9 8 9 9 9 8 8 9 9 8 8 10 8 8 8 9 9 10 8 10 10 9 10 9 8
left_child=2 7 6 5 10 -3 -1 22 24 -8 -5 -10 -4 28 -13 -15 -11 -6 -19 -20 -16 -12 -2 -17 -7 -23 29 -9 -14 -27
right_child=1 3 12 4 17 8 9 27 11 16 21 14 13 15 20 23 -18 18 19 -21 -22 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0018788226306171651 -0.0025000730604781297 -0.0013659010647516822 -0.00042943118252257049 -0.0009581277450078574 0.0070956446715723584 0.00011268594035001911 8.5530305910417321e-05 0.0040827403082070645 0.0012592965155582192 -0.00068576803005775849 0.00063628607963529761 -0.0015223104260216047 -0.00052953812211036682 -0.00022089015141691704 -3.3179945347612259e-05 -0.00082869810483646947 0.00049347864927515414 -0.00027280244314148661 0.00079421207204987353 0.0040022416971713425 -0.00077962343834450112 0.00098569128517652879 0.00040105810201701786 -0.00060734611203443483 0.0024142147881098452 0.00075087181661096739 -0.00055094203141294431 0.0085551918031799099 -0.00025069483546513282 -6.9484619769255571e-05
leaf_weight=33 31 122 274 41 25 203 126 74 36 207 132 25 103 28 151 26 34 35 173 73 203 56 84 188 26 29 107 27 106 131
leaf_count=33 31 122 274 41 25 203 126 74 36 207 132 25 103 28 151 26 34 35 173 73 203 56 84 188 26 29 107 27 106 131
internal_value=-0.00204124 0.000512535 -0.00603873 -0.000354655 0.00142681 -0.00221364 -0.00243309 0.00651982 -0.00128244 -0.00331522 -0.000315582 -0.00267606 -0.00796196 -0.00619048 -0.00342105 -0.00853755 -0.005 0.00416404 0.00361702 0.00453441 -0.0028169 0.000307018 0.00269841 -0.00986047 0.00125 -0.000778443 -0.00141791 0.0101786 -0.00318182 0
internal_weight=2909 1784 1125 1568 802 766 400 216 644 367 496 415 725 451 379 242 241 306 281 246 354 455 115 214 229 323 267 101 209 160
internal_count=2909 1784 1125 1568 802 766 400 216 644 367 496 415 725 451 379 242 241 306 281 246 354 455 115 214 229 323 267 101 209 160
cat_boundaries=0 30 47 49 51 53 54 56 57 66 75 76 78 79 80 103
cat_threshold=1342177280 12 0 134217728 2147483648 0 0 0 1 0 0 33685504 2112 0 0 0 0 0 4096 0 384 0 20971520 8 0 49152 0 0 524288 4096 268435458 129 100663296 0 32 0 0 8192 0 16 0 0 0 0 0 0 1073741840 2114 32 256064 32 0 22528 22 0 10244 322 0 128 67108864 0 0 0 131072 0 65536 0 0 67108864 0 0 0 0 131072 65536 17990912 32768 32 12 4 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 4096 0 256 0 16777216
is_linear=0
shrinkage=0.04


Tree=60
num_leaves=31
num_cat=6
split_feature=8 0 7 1 11 18 2 17 0 3 2 2 2 3 0 0 2 2 2 4 2 1 0 6 2 2 2 3 2 3
split_gain=18.7356 5.36793 3.099 2.70538 2.42977 2.42584 1.77116 1.58476 1.48423 1.59825 1.26804 1.20238 1.79525 2.05342 0.952669 1.07414 1.11157 0.862858 0.859126 0.88104 0.840209 0.82239 1.07201 1.10512 1.15657 1.56896 1.78871 1.13377 0.818492 0.815974
threshold=0 42.250000000000007 1 3.5000000000000004 2 3 4.5000000000000009 4 24.500000000000004 2014.5000000000002 5.5000000000000009 31.500000000000004 21.500000000000004 1999.5000000000002 30.500000000000004 37.750000000000007 29.500000000000004 12.500000000000002 64.500000000000014 9530980000.0000019 43.500000000000007 4.5000000000000009 26.500000000000004 5 16.500000000000004 12.500000000000002 6.5000000000000009 2004.5000000000002 26.500000000000004 2017.5000000000002
decision_type=9 8 9 8 9 9 8 9 10 10 8 10 8 8 10 10 8 10 10 8 10 10 10 9 10 10 10 10 8 10
left_child=3 2 10 -1 -4 18 -7 -6 -5 14 -2 12 13 -9 -10 -16 17 -17 19 -3 -18 -15 -23 27 25 26 -25 -24 -14 -29
right_child=1 5 4 8 7 6 -8 11 9 -11 -12 -13 28 21 15 16 20 -19 -20 -21 -22 22 23 24 -26 -27 -28 29 -30 -31
leaf_value=-0.00037153920631187275 -0.00089739962564429733 -0.00016907272160800348 -0.00061218458841636901 -0.00046088961017673571 -0.00067395183470033261 -0.00010924987837224621 -0.00097734821357200021 -0.00054850431068217628 0.00060495520584325391 -0.00095921638589569369 0.00082689635498685028 0.00096119077842608651 -0.0016564988445005469 0.002781664918575899 -0.00082639132323862445 -0.00081754286351806368 0.0010873847208256392 -0.00063988392689505957 -0.00096853673683817477 0.0012327978555450869 -0.00036879709059498114 -0.00076936489998196583 0.00064201956052684756 -0.00031752023988104841 0.00083010412797907668 -0.0010452324412350577 0.00073994200157898146 0.0019509940176265417 -7.5829627687085124e-05 0.00016406673279075081
leaf_weight=118 36 64 161 459 129 60 170 33 33 30 284 195 59 35 55 68 29 58 25 77 72 30 229 87 46 38 65 45 137 34
leaf_count=118 36 64 161 459 129 60 170 33 33 30 284 195 59 35 55 68 29 58 25 77 72 30 229 87 46 38 65 45 137 34
internal_value=-0.00191087 0.000243902 0.00125304 -0.00660236 0.000374813 -0.00392947 -0.00658009 0.00102302 -0.00750311 -0.00549133 0.00471299 0.00155172 0.00090584 0.00192846 -0.00462025 -0.00537102 -0.00412281 -0.00661417 -0.000239521 0.000985915 -0.000980392 0.00245902 0.00208696 0.00249541 0.000323887 -0.00104712 0.000784314 0.00401254 -0.00243655 0.00825
internal_weight=2961 2039 1643 922 1323 396 230 1162 804 345 320 1033 838 642 315 282 227 126 166 141 101 609 574 544 236 190 152 308 196 79
internal_count=2961 2039 1643 922 1323 396 230 1162 804 345 320 1033 838 642 315 282 227 126 166 141 101 609 574 544 236 190 152 308 196 79
cat_boundaries=0 30 48 49 50 51 52
cat_threshold=0 8 0 0 2147483648 0 0 0 1 0 0 0 2112 0 0 0 0 0 4096 0 384 0 20971520 8 0 0 0 0 128 12288 0 161 67108864 2097156 32 0 0 8192 0 0 0 128 16 268435456 0 0 1073746064 256 49184 4 6 464
is_linear=0
shrinkage=0.04


Tree=61
num_leaves=31
num_cat=16
split_feature=8 12 7 9 7 8 4 8 1 12 4 1 4 3 4 7 3 12 17 1 3 4 12 3 3 13 16 17 4 16
split_gain=17.3545 6.53247 3.05209 3.00965 2.32186 2.28457 2.19128 1.93345 1.72866 1.63527 1.73835 1.43513 1.39374 1.36216 1.26324 1.26211 1.49855 1.41369 1.18312 0.999364 0.8795 0.823857 0.83346 1.3078 0.922003 0.915093 0.811941 0.762447 1.01317 0.735
threshold=0 1 2 3 4 5 481.00000000000006 6 3.5000000000000004 7 208770000.00000003 3.5000000000000004 6789.5000000000009 1962.0000000000002 10438345000.000002 8 2018.5000000000002 9 10 5.5000000000000009 2009.5000000000002 520.00000000000011 11 2005.5000000000002 2013.5000000000002 12 13 14 16472860000.000002 15
decision_type=9 9 9 9 9 9 10 9 8 9 10 10 10 10 8 9 8 9 9 8 8 8 9 8 8 9 1 9 8 1
left_child=1 8 6 -4 27 14 13 19 -1 10 20 -9 18 -2 -6 -10 -17 -18 -11 26 -7 -20 24 -24 -23 -25 -3 28 -5 -22
right_child=2 7 3 4 5 9 -8 11 15 12 -12 -13 -14 -15 -16 16 17 -19 21 -21 29 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022360643445026797 -1.2074734914193642e-05 -0.0006589343941944037 0.0037992501172412576 0.0053839869119619976 -0.00055097682618892923 0.00085769275721830245 -0.0020016587690034984 -0.00076207290889918511 -0.00058511296107358393 -0.0014168713742979833 -0.0013183691899129356 -0.00044657387963319194 0.001796797937256116 -0.0013695930350684194 0.0016734811432696616 -0.00093944110289577052 0.0010307285945548373 -0.00041106276340570959 0.0020515209675014746 0.002777579246049342 -0.00044636559184244365 0.00086077374668995792 -0.00052656413825488354 0.0011940989407983338 -0.00057104735097112779 3.4958712039667719e-05 -0.00014968231057341797 0.003254038015379308 -0.00034438331583213966 -0.0014916524678476862
leaf_weight=47 140 81 141 40 25 44 28 73 116 102 36 449 72 44 98 54 108 181 39 25 224 26 47 126 109 183 38 104 60 39
leaf_count=47 140 81 141 40 25 44 28 73 116 102 36 449 72 44 98 54 108 181 39 25 224 26 47 126 109 183 38 104 60 39
internal_value=-0.00157931 -0.00530854 0.000978136 0.00161206 0.00101083 0.000304826 -0.00340807 -0.00791728 -0.0017795 -0.000321361 -0.00254237 -0.00915572 0.000783217 -0.00194595 0.00522388 -0.00256522 -0.00118644 -6.89655e-05 0.000189573 -0.00309677 -0.00162338 0.000961183 0.000528455 0.00152589 -0.00205479 0.00251613 -0.00483333 0.00483721 0.0018018 -0.0025
internal_weight=2899 1172 1727 1515 1374 1170 212 666 506 1047 343 522 704 184 123 459 343 289 632 144 307 530 491 356 135 309 119 204 100 263
internal_count=2899 1172 1727 1515 1374 1170 212 666 506 1047 343 522 704 184 123 459 343 289 632 144 307 530 491 356 135 309 119 204 100 263
cat_boundaries=0 30 32 47 49 67 87 113 115 124 126 127 128 129 130 131 132
cat_threshold=1073741824 12 4 134217728 2147549184 0 262144 0 1 0 0 0 2112 0 0 0 0 0 4096 0 2147484032 0 20971520 8 0 16384 0 0 128 4096 1050690 32 0 0 537927680 526340 0 0 131072 0 33619968 0 32 256 0 0 67108864 1073741824 144 268435457 1 1073741824 0 32 0 0 8192 2048 0 0 0 16 268435456 0 0 1073741824 256 0 0 0 0 0 0 0 2147483648 0 0 0 2048 0 1048576 0 4096 0 0 0 8192 0 0 0 0 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 0 0 2147483776 0 0 0 0 16384 157792 32 0 0 0 4 0 0 0 131072 2048 2048 32 50 34048 2 2 14 2
is_linear=0
shrinkage=0.04


Tree=62
num_leaves=31
num_cat=14
split_feature=8 12 9 7 8 1 14 9 3 1 12 3 1 3 12 4 4 1 3 17 1 4 18 3 12 12 4 5 4 6
split_gain=16.7997 6.80162 4.22826 3.44298 2.15509 1.78778 1.71 1.47976 1.41812 1.3555 1.45625 1.31385 1.03818 2.14803 1.5605 1.47068 1.16235 1.02909 1.00883 0.879996 0.838022 0.785872 0.764576 0.762915 0.745616 0.719388 0.660047 0.947848 0.603454 0.478368
threshold=0 1 2 3 4 3.5000000000000004 5 6 2018.5000000000002 3.5000000000000004 7 1975.5000000000002 5.5000000000000009 2009.5000000000002 8 1050.0000000000002 3681544000.0000005 5.5000000000000009 2008.5000000000002 9 3.5000000000000004 4.0000000000000009 10 1998.5000000000002 11 12 6050.0000000000009 1.0000000180025095e-35 2710.0000000000005 13
decision_type=9 9 9 9 9 10 9 9 8 10 9 10 10 8 9 8 10 10 8 9 8 10 9 10 9 9 8 10 10 9
left_child=1 8 18 17 -5 -3 -6 12 -1 -9 23 -12 14 -14 22 -16 19 25 -2 -17 -10 -15 -8 -11 29 28 -24 -28 -4 -21
right_child=2 5 3 4 6 -7 7 9 20 10 11 -13 13 21 15 16 -18 -19 -20 24 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011247920165229886 0.0020331279837478176 -0.0007690970564893007 0.0010602144714504647 0.00060940414004733161 0.00061020816431039298 -0.00043406782650272645 -0.00046641135895562512 0.0024808870560478623 0.0019972557802925904 0.0019190137656888951 -0.0013608041744736709 0.00016314977283137465 -0.0010382901146952861 0.0017266399668773857 -0.0014366746832686062 -0.00090559740529155169 -0.0018355315018875019 0.0024644729542207247 0.0047075323930924643 0.00055173391676582645 -0.00033013882736895541 -0.00061884192165610589 -5.0315074018811854e-05 -0.00014229513813042162 -0.00030266909774688598 4.2349180361824777e-05 -0.0008864512059601282 -0.00067528252781198003 0.00021435484644609205 -0.00020412811878745885
leaf_weight=34 31 89 97 113 109 550 40 33 33 76 115 78 25 75 25 110 36 35 73 125 239 30 25 47 121 185 175 46 32 164
leaf_count=34 31 89 97 113 109 550 40 33 33 76 115 78 25 75 25 110 36 35 73 125 239 30 25 47 121 185 175 46 32 164
internal_value=-0.00222447 -0.00658996 -0.000147638 -0.000591286 -0.00139329 -0.00895385 -0.00181446 -0.00221076 -0.0015142 5.55556e-05 -0.000757098 -0.00284314 -0.00299603 0.000305344 -0.00352535 -0.00219595 -0.00179533 0.00294444 0.00730435 -0.00130518 -0.000586081 0.00283019 -0.00592593 0.00253731 -0.000380048 0.00228571 -0.00696356 -0.00765766 0.00442857 0.000733333
internal_weight=2966 945 2021 1917 1568 639 1455 1346 306 349 316 193 997 130 867 581 556 349 104 520 272 105 286 123 410 314 246 221 129 289
internal_count=2966 945 2021 1917 1568 639 1455 1346 306 349 316 193 997 130 867 581 556 349 104 520 272 105 286 123 410 314 246 221 129 289
cat_boundaries=0 29 31 33 50 79 80 82 83 85 86 87 88 90 91
cat_threshold=268435456 8 0 0 2147549184 0 0 2147483648 0 0 0 0 64 0 0 0 0 0 4096 0 2147484032 0 20971520 8 0 0 4 0 128 1050626 32 1073741824 128 268435456 1 0 4 524320 8194 0 536879104 0 8192 32768 448 0 268435456 0 32 1073741968 0 0 0 0 0 1 0 0 0 0 0 2048 0 1048576 0 0 0 0 33554432 10240 0 0 0 0 0 0 0 0 524288 145 1 30720 258 16812096 34 50 4 1138690 16777474 32 322
is_linear=0
shrinkage=0.04


Tree=63
num_leaves=31
num_cat=6
split_feature=8 9 0 11 17 1 2 6 0 4 0 1 4 2 2 2 3 4 2 0 0 2 1 2 8 2 2 2 2 2
split_gain=19.0728 3.87064 2.86976 1.64495 1.6091 1.57381 1.39197 1.33744 1.92976 2.254 1.8742 1.98015 1.20923 1.12976 1.95817 1.20704 1.06967 1.06187 1.66768 1.28714 1.00752 0.911345 1.24972 1.16064 0.882593 1.02722 0.877249 0.871519 0.870588 1.31407
threshold=0 1 42.960000000000008 2 3 3.5000000000000004 33.500000000000007 4 35.850000000000009 6789.5000000000009 31.500000000000004 5.5000000000000009 237200.00000000003 119.00000000000001 14.500000000000002 4.5000000000000009 1983.0000000000002 25409110000.000004 64.500000000000014 51.32500000000001 40.250000000000007 30.500000000000004 5.5000000000000009 92.500000000000014 5 92.500000000000014 50.500000000000007 3.5000000000000004 12.500000000000002 3.5000000000000004
decision_type=9 9 8 9 9 10 10 9 10 8 10 10 10 10 10 8 10 8 8 8 8 8 10 10 9 10 10 10 8 10
left_child=4 -2 3 -3 20 -6 28 8 -5 -10 -9 13 21 14 15 -12 -15 18 -4 27 -1 22 -11 -23 25 -8 -26 -19 29 -7
right_child=1 2 17 7 5 6 24 10 9 12 11 -13 -14 16 -16 -17 -18 19 -20 -21 -22 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00022539270000343948 0.0044750168223185232 -0.00060106505179405192 0.00071285600486373116 0.0024487248846139665 -0.00064813241039583856 -0.00054847073502607203 0.00040253573397695417 -0.0014898845633830148 -0.00060906454662443819 4.7618433292626608e-05 -0.00055504213119281329 0.0027358461891153854 -0.00084552651353494209 0.0025723602507747145 -0.00063827395301586877 0.00032156245150453342 -0.00016482021291388093 5.010537762366596e-06 -0.0011519625677517808 -0.0010393652050895241 -0.00044453329286248789 0.0020877688635876977 0.0021079571144959888 -0.00012714400512866319 -0.00045001686332724945 -0.00057432139233895899 -0.00037819510385897817 -0.00098891608355465631 -0.00038614205569668768 -0.0003055969242513612
leaf_weight=181 100 105 60 153 144 61 62 36 37 205 62 46 26 30 237 209 25 68 27 39 41 109 32 48 135 63 184 89 232 99
leaf_count=181 100 105 60 153 144 61 62 36 37 205 62 46 26 30 237 209 25 68 27 39 41 109 32 48 135 63 184 89 232 99
internal_value=-0.00198914 0.000695553 0.000205562 0.000969875 -0.00583677 -0.00657921 -0.00731183 0.00137441 0.00270531 0.00144105 9.14634e-05 0.000622951 0.00228029 -3.5461e-05 -0.000628684 0.00169118 0.00535714 -0.0034507 0.000227273 -0.00507614 -0.00240343 0.00283544 0.0012605 0.00518987 -0.00575281 -0.00220588 -0.00684848 -0.00341772 -0.00905852 -0.00670807
internal_weight=2945 1743 1643 1360 1202 980 836 1255 610 457 645 609 420 563 508 271 55 283 87 196 222 394 237 157 444 125 319 157 392 160
internal_count=2945 1743 1643 1360 1202 980 836 1255 610 457 645 609 420 563 508 271 55 283 87 196 222 394 237 157 444 125 319 157 392 160
cat_boundaries=0 24 26 28 29 30 53
cat_threshold=1073741824 12 4 0 2147483648 0 262144 2147483648 1 0 0 131072 2048 0 0 0 0 0 33558528 0 2147484032 0 20971520 8 1073741824 128 32801 65536 25 282 0 4 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 384 0 4194304
is_linear=0
shrinkage=0.04


Tree=64
num_leaves=31
num_cat=11
split_feature=8 7 12 8 9 3 7 17 2 4 1 12 1 3 3 6 2 2 2 4 12 3 4 2 2 2 2 2 3 6
split_gain=16.5383 4.69458 4.29229 3.04672 2.55178 2.36247 2.27126 1.87068 1.70798 1.69888 1.65303 1.6407 1.61033 1.50704 1.39496 1.17609 1.3745 1.07512 1.04704 0.935264 0.921261 1.3697 0.980932 0.714072 0.675836 0.648452 1.06105 0.6422 0.601302 0.728604
threshold=0 1 2 3 4 2018.5000000000002 5 6 2930.0000000000005 313.50000000000006 3.5000000000000004 7 3.5000000000000004 2002.5000000000002 2013.5000000000002 8 49.500000000000007 20.500000000000004 70.500000000000014 18214475000.000004 9 2007.5000000000002 625.00000000000011 15.500000000000002 19.500000000000004 58.500000000000007 46.500000000000007 49.500000000000007 2007.5000000000002 10
decision_type=9 9 9 9 9 8 9 9 8 8 10 9 10 10 10 9 10 10 8 8 9 10 10 10 10 10 10 10 8 9
left_child=2 8 5 -3 -5 -1 19 20 15 -9 -7 13 -4 24 -15 -2 23 -14 27 -6 -8 22 -22 -17 -11 26 -19 -12 -13 -30
right_child=1 3 12 4 6 10 7 9 -10 11 18 28 17 14 -16 16 -18 25 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.001086118811023411 0.0029971992240865929 0.00093326445191749491 -0.00076407026525679097 0.0014147003655366319 -0.0015035644095057776 0.0032117878184160275 -4.4358317874042543e-05 -0.00068450139185237901 -6.8087740058366816e-05 -0.00035784375878662901 -0.0004520784396555655 -0.00027177831892732484 -0.00037696919483828142 0.0015742035754880846 -0.00035008612709827249 0.00033709132588452209 0.0012760609897920006 -0.00035073269132446683 0.0014007553008741525 -0.0005099486611356951 -0.00077778719737466419 0.00014219038641968495 -0.0002835914528464656 -0.00092583322087939738 -0.00089784051084414781 -0.00043962384768395427 -0.00030148568460976579 -0.0011354759120219171 0.00062277080655114502 2.6382350160574221e-05
leaf_weight=27 134 107 95 168 42 27 119 33 74 127 169 78 181 28 30 42 44 127 43 184 193 37 94 37 79 148 42 27 231 187
leaf_count=27 134 107 95 168 42 27 119 33 74 127 169 78 181 28 30 42 44 127 43 184 193 37 94 37 79 148 42 27 231 187
internal_value=-0.00211168 -0.00013468 -0.00664437 -0.00097254 -0.00141377 -0.00243421 -0.00195519 -0.001251 0.00415205 -7.46269e-05 -0.00134831 0.000315375 -0.00864238 -0.00218182 0.00338983 0.00581395 0.00223881 -0.0096994 -0.00241667 -0.00556962 -0.00330396 -0.00441791 -0.00548611 -0.00075 -0.00386473 -0.00823899 -0.00647059 -0.00365482 0.0016568 0.00229117
internal_weight=2954 2068 886 1737 1630 293 1462 1236 331 793 266 760 593 264 58 257 123 498 239 226 443 324 287 79 206 317 169 196 496 418
internal_count=2954 2068 886 1737 1630 293 1462 1236 331 793 266 760 593 264 58 257 123 498 239 226 443 324 287 79 206 317 169 196 496 418
cat_boundaries=0 27 44 46 76 78 96 97 99 100 101 102
cat_threshold=0 8 0 0 2147483648 0 0 0 1 0 0 0 64 0 0 0 0 0 4096 0 384 0 20971520 8 0 0 4 268451841 268435489 1174413312 2052 32 8194 0 8192 0 0 0 0 0 0 0 0 4112 2114 32 16 0 0 0 0 0 0 0 0 0 0 0 0 1048576 0 0 0 0 0 0 0 524288 0 0 0 268468224 0 0 524288 4096 1073872896 160 0 0 537919488 2621440 0 0 131072 131072 0 0 40992 256 16 0 0 0 1073741824 128 26 157728 34 146 67305760 450
is_linear=0
shrinkage=0.04


Tree=65
num_leaves=31
num_cat=13
split_feature=7 12 0 11 7 18 0 12 9 1 15 0 0 13 0 6 3 0 13 3 3 6 3 3 18 0 3 1 0 3
split_gain=15.4248 5.21687 4.83745 3.65362 2.4124 2.14997 1.84718 1.84576 3.38828 2.47488 1.71802 1.11975 1.03625 0.98081 0.889127 0.715031 0.867513 0.650822 0.647325 0.632512 0.691003 0.599054 1.18249 0.533605 0.879274 0.474626 0.44676 0.461435 0.436678 0.429333
threshold=0 1 40.675000000000004 2 3 4 38.57500000000001 5 6 5.5000000000000009 7 43.675000000000004 48.175000000000004 8 40.250000000000007 9 1984.5000000000002 16.750000000000004 10 2017.5000000000002 2001.5000000000002 11 2013.5000000000002 2019.5000000000002 12 29.500000000000004 2021.5000000000002 5.5000000000000009 32.500000000000007 2016.5000000000002
decision_type=9 9 8 9 9 9 10 9 9 10 9 10 10 9 10 9 10 10 9 10 8 9 8 8 9 10 8 8 10 8
left_child=1 4 3 -2 17 -4 25 18 9 13 -6 -7 -13 -9 -8 16 -15 -1 21 20 -10 29 -23 -17 -25 -3 -24 -28 -12 -5
right_child=2 6 5 7 10 11 14 8 19 -11 28 12 -14 15 -16 23 -18 -19 -20 -21 -22 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00043380791858762537 -0.00078571970810827453 -0.00034355040126825997 -2.8148441466058217e-06 -0.00097204339765980311 0.00025863728367024662 -0.0019802988707679605 -0.0004622569886327099 -0.0009078629155292717 0.0021751914587664345 0.0031837275891295749 -0.00039017173956509057 -0.00037259745766309748 -0.00081657808275224395 0.00019384053192716521 -0.00045675888176727853 0.0017903125050257175 -0.00081574633365590901 -0.00070029911807203862 0.00054172582928021737 0.00085166484461439039 0.0031239949355475363 0.0011990382691842783 -0.000666304175224397 0.0041554974756134299 5.0129402462175674e-05 -0.000485087394663708 -0.00015071003037668619 -0.00091396181928324436 -0.00071925674176195995 0.00048334528275518096
leaf_weight=66 129 385 134 30 226 28 180 156 27 67 67 134 62 127 46 36 37 45 148 26 170 58 31 63 106 47 123 29 72 80
leaf_count=66 129 385 134 30 226 28 180 156 27 67 67 134 62 127 46 36 37 45 148 26 170 58 31 63 106 47 123 29 72 80
internal_value=-0.00217302 -0.00579913 0.000143488 0.00117729 -0.00246407 -0.00401114 -0.00813154 0.00181132 0.00297821 0.0013267 -0.000797872 -0.0064 -0.00527919 0.000418251 -0.00528634 0.00152632 -0.000457143 -0.00737705 -0.000117647 0.00709402 0.00818182 -0.00104972 -0.00214286 0.00305556 0.00223529 -0.00979215 -0.00380435 -0.00287582 -0.00413333 0.00132231
internal_weight=2935 1134 1801 1443 476 358 658 1314 815 592 365 224 196 525 226 369 164 111 499 223 197 351 241 205 169 432 183 152 139 110
internal_count=2935 1134 1801 1443 476 358 658 1314 815 592 365 224 196 525 226 369 164 111 499 223 197 351 241 205 169 432 183 152 139 110
cat_boundaries=0 15 17 18 26 27 29 31 32 33 34 35 36 37
cat_threshold=1 128 67108864 524804 0 134217792 33685504 809631744 67584 402653184 8192 0 0 0 67108864 1050690 34 16416 0 0 0 524288 0 0 0 131072 4 222240 34 0 30752 69206016 4 324 6 320 4
is_linear=0
shrinkage=0.04


Tree=66
num_leaves=31
num_cat=6
split_feature=8 7 8 0 1 0 6 0 0 9 2 2 0 2 2 2 2 7 4 0 3 3 2 3 2 2 3 0 4 5
split_gain=17.5888 5.17117 3.42051 2.78691 2.7787 2.5359 2.51253 2.14614 1.78976 2.21788 1.7409 1.57802 1.57145 1.51652 2.15541 1.4309 1.67461 1.36426 1.31734 1.26422 1.04088 1.252 0.989232 0.951151 0.920802 0.906729 1.89882 1.28346 0.861035 1.08436
threshold=0 1 2 40.675000000000004 3.5000000000000004 46.250000000000007 3 37.750000000000007 22.250000000000004 4 34.500000000000007 1.5000000000000002 37.750000000000007 22.500000000000004 155.00000000000003 63.500000000000007 291.50000000000006 5 313.50000000000006 18.500000000000004 2000.5000000000002 2017.5000000000002 8.5000000000000018 1992.5000000000002 51.500000000000007 12.500000000000002 2007.5000000000002 39.07500000000001 2050.0000000000005 4.5000000000000009
decision_type=9 9 9 8 10 8 9 10 10 9 8 10 10 10 10 8 8 9 10 10 10 10 8 10 10 10 10 10 8 8
left_child=4 5 -3 6 -1 -2 11 13 -8 15 -9 -4 -13 -6 17 25 -17 19 20 -15 -14 -22 -5 -12 -19 27 -27 -10 -11 -30
right_child=1 2 3 22 7 -7 8 10 9 28 23 12 18 14 -16 16 -18 24 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00046337951669716659 0.0011901628689663113 0.001273406761494158 -0.0010968632126152045 -0.00031456482826552445 -0.00034821390645969788 -0.00093466276174968498 -0.0014712165202309536 -0.00048416809346157663 0.00065580938134772286 -0.0014355319500616659 0.0014288810278376475 0.0033899470986081329 -0.00022778257201075291 -0.00040824057046094707 -0.0005681122307495556 0.00081930452429411103 -0.00068655798908743291 -0.00036808043529681814 0.0027303431648640244 0.0037263911126164829 0.0046677152834291745 -0.00028261203971794655 -0.0008436565351397007 -0.00040201714691473711 -0.00033967969111614593 -0.0013740876493590548 0.00023999996536574033 -0.00071020138886826348 -0.0001759413029815704 0.0013812317900445948
leaf_weight=122 403 116 43 52 188 40 54 143 30 26 55 42 257 85 34 45 91 136 43 29 46 29 197 26 101 99 26 102 119 131
leaf_count=122 403 116 43 52 188 40 54 143 30 26 55 42 257 85 34 45 91 136 43 29 46 29 197 26 101 99 26 102 119 131
internal_value=-0.00232223 -0.00018981 -0.00128287 -0.00182952 -0.00686022 0.00356828 -0.00103041 -0.00779449 -0.00247956 -0.0019403 -0.00444444 0.00127389 0.00205742 -0.00909408 -0.00761658 -0.00381188 -0.000583942 -0.00664773 0.0012234 -0.00224 0.00036036 0.00447368 -0.00568 0.000243902 -0.00830645 -0.00565891 -0.00809524 -0.00330827 0.000836237 0.00159363
internal_weight=2910 1991 1548 1432 919 443 1183 797 723 669 224 460 417 573 385 393 136 351 375 114 332 75 249 81 237 257 125 132 276 250
internal_count=2910 1991 1548 1432 919 443 1183 797 723 669 224 460 417 573 385 393 136 351 375 114 332 75 249 81 237 257 125 132 276 250
cat_boundaries=0 24 41 61 62 64 71
cat_threshold=0 8 0 0 2147483648 0 0 0 1 0 0 131328 64 0 0 0 0 0 33558528 0 384 0 20971520 8 268451843 129 101711872 2099200 524320 8194 0 8192 0 32 0 128 128 0 0 0 1073741840 16 0 0 0 0 1 0 2147483648 0 0 0 2048 0 1048576 0 0 0 0 0 10240 194 0 10260 131072 0 0 4 0 0 131072
is_linear=0
shrinkage=0.04


Tree=67
num_leaves=31
num_cat=10
split_feature=8 12 9 10 1 1 11 2 4 2 2 8 2 1 4 8 2 17 2 5 2 3 3 12 3 2 2 2 4 11
split_gain=17.0907 5.31223 2.80301 2.93218 2.24262 2.04851 1.84814 1.69384 1.20079 1.17766 1.14388 1.50427 2.33346 1.1422 2.13337 1.96285 1.7679 1.73788 2.14593 1.55406 1.68271 1.33217 1.23586 1.79487 1.49065 1.37513 1.24565 1.08409 1.05945 0.954195
threshold=0 1 2 3 3.5000000000000004 3.5000000000000004 4 25.500000000000004 7470085000.000001 40.500000000000007 8.5000000000000018 5 22.500000000000004 5.5000000000000009 2772799500.0000005 6 8.5000000000000018 7 1.5000000000000002 2.5000000000000004 14.500000000000002 2002.5000000000002 2010.5000000000002 8 2020.5000000000002 16.500000000000004 11.500000000000002 26.500000000000004 33.000000000000007 9
decision_type=9 9 9 9 10 10 9 10 10 10 10 9 10 8 10 9 8 9 8 8 8 8 8 9 8 10 10 10 10 9
left_child=1 5 -2 6 -3 -1 -4 -6 13 -5 -7 12 -12 15 16 -8 -15 19 -19 20 -17 27 -23 25 -25 26 -24 -20 -22 -26
right_child=2 4 3 9 7 10 8 -9 -10 -11 11 -13 -14 14 -16 17 -18 18 21 -21 28 22 23 24 29 -27 -28 -29 -30 -31
leaf_value=0.0022519957580990992 0.0025167138797951693 -0.00061206080653896321 -0.00058556661603141439 0.00086731541160407495 -0.00033378226908379108 0.0019630827098090719 0.00060655278023574516 -0.00037872245438393294 -0.00087541226967360333 0.0043042909420129404 -0.00056119234058968456 -0.00073405304293018504 0.00052207217342413513 0.0018302413869178125 0.0048647630348727941 0.0016102537646415982 -0.0001315071794697076 -0.0024765424255300417 -0.00087391592008888351 -0.0011406780400078276 -0.0019182255562954964 0.0024984165072030606 0.0001916200375073629 -0.0022188104970955183 -0.00055995652297998074 0.0005515685047863528 -0.0019249683188399659 0.00031796252273945668 0.00018805944891997939 0.0003172356413065103
leaf_weight=38 206 87 129 118 206 53 116 289 72 28 44 113 135 80 33 51 289 25 28 195 37 61 93 30 122 88 26 28 26 118
leaf_count=38 206 87 129 118 206 53 116 289 72 28 44 113 135 80 33 51 289 25 28 195 37 61 93 30 122 88 26 28 26 118
internal_value=-0.00199663 -0.00633197 0.000129353 -0.000388027 -0.00876897 -0.00248731 -0.000880579 -0.00995968 -0.000470896 0.00484076 -0.00352601 -0.00450512 -0.00178947 -0.000221147 0.00158809 -0.00091866 0.000702703 -0.00153355 -0.000285714 -0.0039375 -0.000347826 0.000201681 0.000816327 0.000125523 -0.00199288 0.00284404 0.000166667 -0.00561404 -0.0046875 -0.000995851
internal_weight=2964 965 1999 1793 582 383 1647 495 1518 146 345 292 179 1446 402 1044 369 928 619 309 114 594 538 477 270 207 119 56 63 240
internal_count=2964 965 1999 1793 582 383 1647 495 1518 146 345 292 179 1446 402 1044 369 928 619 309 114 594 538 477 270 207 119 56 63 240
cat_boundaries=0 29 31 33 34 36 59 71 72 74 75
cat_threshold=1073741824 8 0 0 2147483648 0 0 2147483648 1 0 0 0 64 0 0 0 0 0 33558528 0 2147484032 0 20971520 8 0 0 4 0 128 1050690 32 1073741824 160 261 16416 65536 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 256 0 20971520 268435472 4 0 0 0 0 0 0 0 0 0 2052 42 98306 2 32772
is_linear=0
shrinkage=0.04


Tree=68
num_leaves=31
num_cat=9
split_feature=11 9 12 2 2 12 11 6 4 1 2 9 2 3 5 3 6 4 2 2 1 2 2 2 12 2 3 2 1 2
split_gain=12.8598 4.38913 4.32803 2.57073 2.04753 2.92255 2.01804 1.86991 1.85449 1.79452 1.71404 1.61669 1.54044 1.93494 1.47427 1.37634 1.24892 1.13224 0.971356 0.966295 0.951773 0.900862 0.872582 0.820033 1.31136 1.35062 0.819855 0.808788 0.778019 0.729181
threshold=0 1 2 78.500000000000014 100.50000000000001 3 4 5 313.50000000000006 3.5000000000000004 75.500000000000014 6 59.500000000000007 1977.5000000000002 3.5000000000000004 2000.5000000000002 7 72000.000000000015 37.500000000000007 89.500000000000014 2.5000000000000004 19.500000000000004 8.5000000000000018 41.500000000000007 8 8.5000000000000018 2013.5000000000002 7.5000000000000009 5.5000000000000009 147.50000000000003
decision_type=9 9 9 10 10 9 9 9 8 8 8 9 8 10 8 10 9 8 10 8 10 10 10 10 9 10 10 8 8 10
left_child=2 4 -1 11 5 7 8 14 -7 -4 18 21 13 16 -2 23 -8 -6 28 -14 -19 -3 -17 24 -10 -26 -24 -13 -9 -22
right_child=1 3 9 -5 17 6 12 10 15 -11 -12 27 19 -15 -16 22 -18 20 -20 -21 29 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00041006274979672242 -1.0066292148920297e-05 -7.4395948062466744e-05 -0.00053308175664774644 -0.0010640062713741117 -0.00041706461699128286 -0.00083300257917834136 0.00011088493974391156 -0.00057464242456333641 -0.00020885083389728719 -0.00037613547121573276 -0.0014855454913239897 0.0014258528577120089 -0.000933836459654458 -0.00081680217156609558 -0.00046383714962829005 0.0011676596400162964 0.0023438302789539024 0.0037381862862841688 0.0013732936673464026 -8.0664906769314378e-05 0.0013930334010030521 0.0020121286355033164 0.00061735575493230502 2.0299987636178684e-05 -0.00025336388559445312 -0.00056939836920278709 -0.00060354147445124801 0.0036730653007129633 0.0024884484641074069 1.5282190378087535e-05
leaf_weight=329 47 150 49 55 28 37 121 135 185 281 31 54 34 55 193 41 112 28 29 125 39 48 76 101 81 123 47 153 28 128
leaf_count=329 47 150 49 55 28 37 121 135 185 281 31 54 34 55 193 41 112 28 29 125 39 48 76 101 81 123 47 153 28 128
internal_value=-0.00226223 -0.000819172 -0.00713433 0.0026327 -0.00170027 -0.00220974 -0.0010792 -0.00485232 -0.00242165 -0.0104399 -0.00196581 0.0037931 0.00100437 0.00276817 -0.00733068 -0.0019542 0.00435897 0.001875 -0.000621762 -0.002125 0.00295918 0.000956938 0.00121212 -0.00301426 -0.00384615 -0.00595349 -0.000483871 0.00614679 -0.00182927 0.00178571
internal_weight=2943 2284 659 460 1824 1601 1138 463 691 330 223 405 447 288 240 654 233 223 192 159 195 198 164 490 389 204 123 207 163 167
internal_count=2943 2284 659 460 1824 1601 1138 463 691 330 223 405 447 288 240 654 233 223 192 159 195 198 164 490 389 204 123 207 163 167
cat_boundaries=0 3 5 7 9 10 11 13 14 15
cat_threshold=2147483682 590368 6144 257 22548 26658 34 16867360 2 16388 392 0 8224 134 68159490
is_linear=0
shrinkage=0.04


Tree=69
num_leaves=31
num_cat=12
split_feature=7 9 7 6 8 9 7 2 2 2 3 8 17 2 2 13 2 2 2 2 13 2 6 2 2 3 3 2 2 3
split_gain=13.7673 3.45905 2.78868 2.66107 1.97681 1.76546 1.70618 1.52701 1.39614 1.70025 1.25309 1.24448 1.47404 1.14449 1.65335 0.867278 1.49303 0.997924 0.93024 0.834425 0.760715 0.967429 0.680876 1.31933 1.2936 1.05109 0.885257 0.622074 1.37488 0.602941
threshold=0 1 2 3 4 5 6 100.50000000000001 403.00000000000006 37.500000000000007 2022.5000000000002 7 8 17.500000000000004 7.5000000000000009 9 39.500000000000007 20.500000000000004 19.500000000000004 65.500000000000014 10 24.500000000000004 11 698.00000000000011 2.5000000000000004 2012.5000000000002 2007.5000000000002 85.500000000000014 29.500000000000004 2008.5000000000002
decision_type=9 9 9 9 9 9 9 8 8 10 8 9 9 10 8 9 10 10 10 10 9 10 9 8 10 10 8 8 10 10
left_child=2 6 10 20 -4 7 8 -5 9 -2 -1 13 -13 14 -8 16 17 -12 -17 -15 -3 29 24 -24 -14 26 -26 28 -6 -22
right_child=1 3 4 5 27 -7 11 -9 -10 -11 15 12 22 19 -16 18 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00089399077176061331 7.8569043996168378e-06 0.00088790682511969983 0.00022793461046440201 -0.0022445088911280564 -0.00036259235796258336 0.0012528988498329242 0.0011085078168439821 0.00026809501406887648 -0.00013600504082752707 0.0025516709227128586 -0.00023158261842326055 -0.0012183336405190205 0.00089786129284188834 0.001705322199639312 -0.00045355867962847184 -0.00020868544964514513 -0.00015150394175126537 -0.00033795429212879924 -0.00046550718726646068 8.2040515815897665e-05 0.0029254909359026017 0.0075741500763486869 0.00012873631157937383 -0.00058691080763406233 -0.0011440501365715505 -0.0013814511611495561 -0.00044452730782545302 -0.00047558580619227797 -0.00025073190646772046 0.0050475757579209104
leaf_weight=43 47 117 105 76 323 106 39 33 47 39 46 119 56 31 59 69 74 37 106 30 111 30 373 118 39 28 234 124 224 29
leaf_count=43 47 117 105 76 323 106 39 33 47 39 46 119 56 31 59 69 74 37 106 30 111 30 373 118 39 28 234 124 224 29
internal_value=-0.002046 0.000191874 -0.00542169 0.00296296 -0.0039136 -0.000442478 -0.000929134 -0.00383333 0.00319444 0.00643678 -0.00834197 -0.00144239 -0.00198364 0.00176471 -0.000808081 -0.00768769 -0.00440476 -0.00833333 -0.00978495 0.00612903 0.00543624 0.00729282 -0.00135041 -0.000358566 -0.00266304 -0.00377483 -0.0029927 -0.00472141 -0.00419708 0.00624113
internal_weight=2912 1761 1151 502 776 215 1259 109 133 86 375 1126 967 159 98 332 157 83 175 61 287 170 848 491 357 301 273 671 547 140
internal_count=2912 1761 1151 502 776 215 1259 109 133 86 375 1126 967 159 98 332 157 83 175 61 287 170 848 491 357 301 273 671 547 140
cat_boundaries=0 17 19 29 30 43 45 62 89 90 91 92 93
cat_threshold=0 268435472 1677729792 788996 0 0 33685504 541196288 67584 402653184 8224 0 8388608 268435456 67108864 0 128 257 30720 0 0 8192 524804 0 0 0 4325376 0 134217728 210 0 4 0 0 0 0 262144 2147483648 0 0 0 133120 8192 128 20 0 128 0 0 0 64 0 8192 0 16 0 0 0 0 0 0 1073741840 0 4 0 134217728 0 0 0 2147483648 0 0 0 4 2048 1048576 0 0 0 0 0 8192 0 0 0 0 0 16384 4 2 12 12 400
is_linear=0
shrinkage=0.04


Tree=70
num_leaves=31
num_cat=10
split_feature=7 12 0 1 11 2 12 4 6 4 4 17 0 0 7 2 13 2 12 0 3 3 2 2 4 3 1 2 6 1
split_gain=14.514 3.69518 3.33928 3.11648 2.74256 2.43011 1.75962 1.61072 2.23514 2.09787 1.93919 1.70917 1.55655 1.41057 1.39945 2.11769 1.30632 2.07671 1.45614 2.41582 1.60425 1.36469 1.19992 1.26532 1.1727 1.27222 1.35342 1.1079 1.09749 1.05427
threshold=0 1 40.675000000000004 3.5000000000000004 2 71.500000000000014 3 13818465000.000002 4 2772799500.0000005 72000.000000000015 5 39.07500000000001 52.740000000000002 6 19.500000000000004 7 4.5000000000000009 8 39.07500000000001 2004.5000000000002 2019.5000000000002 34.500000000000007 50.500000000000007 3215.5000000000005 2010.5000000000002 4.5000000000000009 8.5000000000000018 9 5.5000000000000009
decision_type=9 9 8 8 9 10 9 8 9 10 10 9 10 8 9 10 9 10 9 10 8 8 10 10 8 8 10 10 9 8
left_child=1 3 4 -1 -2 14 24 9 -9 10 -8 29 -3 -4 15 -5 18 -18 19 -13 -21 -22 -16 -24 -6 -26 -27 -23 -28 -10
right_child=2 12 13 5 6 -7 7 8 11 -11 -12 16 -14 -15 22 -17 17 -19 -20 20 21 27 23 -25 25 26 28 -29 -30 -31
leaf_value=0.0013719521182913041 -0.0009035954397931434 -0.00027016521191146835 -0.00035987710908827355 -0.00023097879972759473 -0.0013746005468287593 5.6729180976020647e-05 0.0011460486297851702 0.0015220581487657371 -0.00068536088903059067 0.0068550739248944836 -0.0013033255904886687 -0.0021265568823796602 -0.0004306178962117713 -0.00079368653897144987 -0.00046310989587048821 -0.00045069717069583958 -0.00016401677471080233 0.0033835877528596114 -0.00036150047310201216 -0.00038024204913156723 0.0018748842139597599 0.0024138682895518924 0.00078370035348285683 -0.00053883014038049739 0.0012749192876098192 0.00049929392231032213 -0.0010687583515790776 -1.3729565266409339e-05 -8.71270829176396e-05 -0.0015849767104565871
leaf_weight=79 112 268 323 26 27 89 159 231 76 31 25 27 105 60 190 84 49 60 221 54 54 58 56 34 66 66 101 76 106 26
leaf_count=79 112 268 323 26 27 89 159 231 76 31 25 27 105 60 190 84 49 60 221 54 54 58 56 34 66 66 101 76 106 26
internal_value=-0.00217007 -0.00626327 -0.000237741 -0.00400703 0.000553506 -0.00529167 0.0010105 0.00177893 0.00107181 0.00490741 0.00324324 -8.42697e-05 -0.00942708 -0.00359375 -0.00664962 -0.0105785 0.000754098 0.0045 -0.000159681 0.00178571 0.00312757 0.00486772 -0.00453608 -0.000879121 -0.00137931 -0.000764706 -0.0019708 0.00266667 -0.00355769 -0.00460177
internal_weight=2939 931 2008 558 1625 479 1513 1147 932 215 184 701 373 383 390 110 599 109 490 269 242 188 280 90 366 339 273 134 207 102
internal_count=2939 931 2008 558 1625 479 1513 1147 932 215 184 701 373 383 390 110 599 109 490 269 242 188 280 90 366 339 273 134 207 102
cat_boundaries=0 15 17 19 21 22 23 31 32 33 34
cat_threshold=0 0 1140850688 2621444 65536 64 33685504 268566528 65536 134217744 0 0 8388608 0 67108864 1100098 32 32 512 67265568 2 10 38 0 0 0 524288 0 0 0 131072 6 16842754 14
is_linear=0
shrinkage=0.04


Tree=71
num_leaves=31
num_cat=7
split_feature=8 12 7 12 0 0 4 1 2 0 2 7 6 2 2 2 2 0 2 6 0 2 2 0 0 1 2 2 4 2
split_gain=18.06 4.09286 3.87078 2.84934 3.43411 2.72936 1.78941 1.77995 1.91043 1.4232 1.44747 1.34849 1.12358 1.19364 1.29837 1.09273 1.0652 1.04344 1.02778 1.13917 1.06919 0.997233 0.980004 1.39866 1.34302 0.962083 0.860539 1.46627 1.08605 1.21793
threshold=0 1 2 3 40.675000000000004 24.500000000000004 15.000000000000002 3.5000000000000004 36.500000000000007 35.850000000000009 15.500000000000002 4 5 49.500000000000007 14.500000000000002 199.50000000000003 9.5000000000000018 44.07500000000001 147.50000000000003 6 40.250000000000007 11.500000000000002 58.500000000000007 16.750000000000004 16.750000000000004 5.5000000000000009 88.500000000000014 44.500000000000007 293.00000000000006 10.500000000000002
decision_type=9 9 9 9 8 10 10 10 10 10 8 9 9 10 8 10 10 10 10 9 8 10 10 10 10 10 10 8 10 8
left_child=1 11 15 6 5 -5 18 -3 -9 10 -7 -1 25 14 -14 21 -13 -8 19 -4 -21 -2 24 -24 -10 26 27 28 29 -11
right_child=2 7 3 4 -6 9 17 8 22 12 -12 16 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00069027617998045803 -0.00017659599920285984 -0.00059719167790913015 0.00064073527851100215 -0.00059582518713291682 -0.0003795091831377562 0.004609593283164415 -0.00086199782995379339 -0.00027982041834796691 -0.00033364545934972512 0.0014754240081428095 0.0020457687104773114 0.0010817175167277071 0.00042359332457486687 0.0013571455047932802 -0.00059322108483456765 0.00016059872069391191 -0.00046248580155335619 3.1438457491645979e-05 -0.0015831579761816528 -4.576042072137909e-05 -0.00062408208350149151 -0.00064946285064479523 -0.0003018601773553087 -0.0003262311560152398 -0.00036335335577824423 0.0048159310087337202 -0.00048965272193051139 0.0025432763011341208 0.0012453248169104114 -3.8816918688304726e-05
leaf_weight=109 118 98 110 45 263 29 81 243 65 105 74 27 127 67 112 33 145 25 37 226 51 205 67 83 35 44 40 66 57 144
leaf_count=109 118 98 110 45 263 29 81 243 65 105 74 27 127 67 112 33 145 25 37 226 51 205 67 83 35 44 40 66 57 144
internal_value=-0.0021487 -0.00693092 -8.69565e-05 0.000711785 0.00180743 0.00298573 -0.00170055 -0.00887043 -0.01 0.0034873 0.00788462 -0.00267123 0.00288336 0.000883281 -0.000416667 -0.00381471 -0.00480874 -0.00635514 -0.000564706 5.15464e-05 -0.00131944 -0.00462963 -0.00749004 -0.00953642 -0.00435644 0.00411135 0.00358354 0.00418231 0.00299674 0.00184
internal_weight=2931 872 2059 1703 1173 910 530 591 493 865 103 281 762 306 239 356 172 106 424 387 277 323 250 150 100 456 412 372 306 249
internal_count=2931 872 2059 1703 1173 910 530 591 493 865 103 281 762 306 239 356 172 106 424 387 277 323 250 150 100 456 412 372 306 249
cat_boundaries=0 24 26 44 46 55 56 57
cat_threshold=0 8 0 0 65536 0 0 0 1 0 0 33554432 0 0 0 0 0 0 4096 0 384 0 20971520 8 2114 32 0 0 8192 526340 0 134217728 33685504 131072 2048 0 8192 384 0 0 67108864 0 1073741824 256 1068128 32 0 0 67108864 0 0 0 131072 0 65536 450 84
is_linear=0
shrinkage=0.04


Tree=72
num_leaves=31
num_cat=12
split_feature=8 12 7 8 0 1 1 9 3 12 0 0 6 12 3 3 9 0 3 9 9 13 1 3 5 1 3 3 0 0
split_gain=17.7045 5.0741 4.24451 2.94964 2.0364 1.95763 1.92572 1.83116 1.52004 1.51398 1.4028 1.51578 1.53829 1.43042 1.30663 1.2975 1.26529 1.06056 1.03638 1.01239 0.911355 1.39699 0.817777 0.716568 0.69223 0.6672 0.615453 0.419482 0.404543 0.902024
threshold=0 1 2 3 40.675000000000004 3.5000000000000004 3.5000000000000004 4 1999.5000000000002 5 28.500000000000004 35.850000000000009 6 7 2021.5000000000002 2019.5000000000002 8 47.750000000000007 2001.5000000000002 9 10 11 5.5000000000000009 2019.5000000000002 1.5000000000000002 5.5000000000000009 1995.5000000000002 2013.5000000000002 36.900000000000006 30.500000000000004
decision_type=9 9 9 9 8 10 8 9 10 9 10 10 9 9 8 8 9 10 10 9 9 9 8 8 8 8 10 10 10 10
left_child=1 6 18 19 7 -3 -1 9 25 20 -9 -12 23 24 -11 -6 17 -17 -2 -4 21 -5 26 -13 -14 -8 -22 -7 29 -16
right_child=2 5 3 4 15 27 8 10 -10 14 11 12 13 -15 28 16 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018307122545667199 0.0012519143862919435 -0.00051256068912074681 3.7584681193507666e-05 0.00043248839652886061 -0.001008598611082121 -0.00029106970219764603 -0.00020896313023065715 -0.0012360266395118203 -0.0010165747399534907 -2.7397770922448216e-05 0.0037965677006468468 0.0045061063923730769 -0.00030807167568379866 -0.00057347761469781486 -0.0009787420081316966 -0.00087627140588196538 -0.00078817323838990209 0.00020343329595469585 0.001891917506049694 0.0023479121560357539 -0.00055448618631054108 -0.00025912241151047509 0.0019746198845336949 0.0021163297513155043 0.001302638896600854 -0.00060354675721313816 -0.0019238679666176495 -0.00032959522271873708 -0.00062185518401442158 0.00043855117015510813
leaf_weight=33 180 91 183 136 41 478 162 40 34 107 33 28 36 154 34 107 113 42 28 104 69 153 34 73 109 85 34 33 173 49
leaf_count=33 180 91 183 136 41 478 162 40 34 107 33 28 36 154 34 107 113 42 28 104 69 153 34 73 109 85 34 33 173 49
internal_value=-0.00223043 -0.00681769 -0.000154515 -0.000772947 -0.00145939 -0.00900489 -0.00246154 -0.000760095 -0.00361702 -0.001925 0.00119835 0.0018894 0.00119701 -0.000322581 -0.00379679 -0.00440789 -0.00334601 -0.000625 0.00511416 0.00288591 -0.0002746 0.001 -0.00283784 0.00517857 0.0024359 -0.0025 -0.00480769 -0.0101172 -0.00544747 -0.00309524
internal_weight=2976 916 2060 1852 1565 602 314 1262 281 789 473 433 400 299 363 303 262 149 208 287 426 289 137 101 145 247 103 511 256 83
internal_count=2976 916 2060 1852 1565 602 314 1262 281 789 473 433 400 299 363 303 262 149 208 287 426 289 137 101 145 247 103 511 256 83
cat_boundaries=0 29 31 48 68 70 72 73 74 76 78 80 81
cat_threshold=0 8 0 134217728 2147483648 0 0 0 1 0 0 33554432 0 0 0 0 0 0 4096 0 384 0 20971520 8 0 32768 0 0 128 2114 32 268435456 1 1140850688 0 32 2 0 8192 0 0 0 64 144 0 0 0 144 1073741840 2 0 0 0 1 0 0 0 32768 0 131072 8192 1049600 268435456 4096 0 0 0 8192 256 26656 1237026 2 192 84934978 0 10240 0 10244 0 2048 12
is_linear=0
shrinkage=0.04


Tree=73
num_leaves=31
num_cat=14
split_feature=7 7 8 12 12 11 9 6 9 1 2 17 5 8 17 2 2 2 1 5 12 2 2 13 2 1 2 1 2 2
split_gain=13.4578 4.72191 3.35158 2.98231 2.90493 1.88581 1.83632 2.39638 1.81257 1.35266 1.21412 1.12063 1.18032 1.14292 0.939017 0.922347 0.914238 2.01348 0.838781 0.909339 0.821736 0.805267 0.795142 0.792299 1.15836 0.777147 0.74905 0.713694 0.710253 0.708243
threshold=0 1 2 3 4 5 6 7 8 4.5000000000000009 9.5000000000000018 9 1.0000000180025095e-35 10 11 43.500000000000007 59.500000000000007 298.50000000000006 5.5000000000000009 2.5000000000000004 12 74.500000000000014 49.500000000000007 13 49.500000000000007 5.5000000000000009 16.500000000000004 4.5000000000000009 21.500000000000004 15.500000000000002
decision_type=9 9 9 9 9 9 9 9 9 8 8 9 10 9 9 8 10 10 10 8 9 10 10 9 10 8 10 10 8 8
left_child=3 5 26 21 6 10 9 15 -6 -4 -2 12 25 -13 -15 -8 27 -18 19 -9 -11 -1 -14 24 28 -10 -3 -7 -22 -25
right_child=1 2 4 -5 8 16 7 18 11 20 -12 13 22 14 -16 -17 17 -19 -20 -21 23 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.00029817101461070193 1.2143600147780376e-05 0.00083150224222549695 0.0006669713280076906 -0.00028187153596100247 0.0010561174812879414 0.0042851147725124503 0.00016491452285634977 0.00064173001139288032 0.00019083469576713696 -0.00019182988847120443 0.0026065716103804704 0.00070332812237936079 -0.00053606780504829039 -0.00040857097610025761 -2.630186008552471e-05 0.0042732865590814134 -0.0015383474567835975 0.0011913770744877894 -0.00080736907864071845 -0.00094605980557258104 -0.00032710104318162792 0.0010256441864795818 -0.0013083670837336215 -0.00033612288323880079 0.0010921483169734358 -0.0011817602629776048 0.0016264000088212782 3.8534605952378341e-06 -0.00080529870207897154 -0.0010562512343426178
leaf_weight=135 48 56 34 452 109 46 91 53 46 132 187 113 25 188 407 33 29 31 30 86 59 41 28 68 36 25 54 102 29 134
leaf_count=135 48 56 34 452 109 46 91 53 46 132 187 113 25 188 407 33 29 31 30 86 59 41 28 68 36 25 54 102 29 134
internal_value=-0.00207015 -0.000620087 -0.00151597 -0.00719875 -0.0019574 0.00303965 -0.00374372 -0.00111842 -0.000441176 -0.00524851 0.00544715 -0.00109134 -0.00444444 -0.000445063 -0.00115512 0.00296296 0.000182648 -0.00393443 -0.00411111 -0.003 -0.00592593 -0.00235294 -0.00925926 -0.00700297 -0.00355556 -0.00138889 0.00495868 0.00187919 -0.00629213 -0.00882629
internal_weight=2907 2279 1836 628 1726 443 785 293 941 492 235 832 124 708 595 124 208 60 169 139 458 176 53 326 124 71 110 148 88 202
internal_count=2907 2279 1836 628 1726 443 785 293 941 492 235 832 124 708 595 124 208 60 169 139 458 176 53 326 124 71 110 148 88 202
cat_boundaries=0 17 35 64 66 68 71 73 74 76 77 98 99 101 102
cat_threshold=0 0 67108864 524804 0 64 0 272760832 65536 0 8224 0 0 0 0 0 1073741824 268566531 1 34603008 8192 524322 0 0 536879104 0 48 32768 256 144 268435456 0 0 16 128 16 0 0 0 0 1 0 0 0 0 0 2048 8192 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 0 524288 34816 32 16998688 32 4 0 524288 1 10272 90 0 132 6 0 0 0 0 0 0 262144 0 0 0 0 0 0 512 0 4096 0 0 0 0 256 24 16384 32 12
is_linear=0
shrinkage=0.04


Tree=74
num_leaves=31
num_cat=11
split_feature=8 12 7 8 0 11 2 2 2 12 3 4 0 2 14 6 0 2 2 0 6 13 2 3 2 0 2 7 2 2
split_gain=14.5948 6.27241 3.45224 2.28005 2.20298 2.07751 2.05341 1.98294 2.22023 1.9805 1.8161 1.55724 1.5153 1.49511 1.32112 2.52709 1.25577 1.22385 1.10965 1.08237 1.01623 0.878455 1.71308 1.66617 0.877782 2.50565 1.36102 0.833733 1.41667 1.31032
threshold=0 1 2 3 40.675000000000004 4 20.500000000000004 7.5000000000000009 70.500000000000014 5 2016.5000000000002 8181455000.000001 14.500000000000002 1.5000000000000002 6 7 37.750000000000007 2.5000000000000004 100.50000000000001 32.500000000000007 8 9 37.500000000000007 2008.5000000000002 34.500000000000007 29.500000000000004 47.500000000000007 10 46.500000000000007 49.500000000000007
decision_type=9 9 9 9 8 9 10 8 8 9 8 8 10 10 9 9 10 10 8 10 9 9 10 10 10 10 10 9 10 10
left_child=1 7 -2 13 5 -5 -3 17 12 14 -6 -11 -9 -4 15 -7 -17 -1 -10 -20 -15 22 -13 -23 -14 26 -26 28 -8 -29
right_child=2 6 3 4 10 9 27 8 18 11 -12 21 24 20 -16 16 -18 -19 19 -21 -22 23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00061932067577650683 0.0011871516465814481 -0.00031939517486698324 -0.0007157156725118341 -0.00093490056607510759 -0.0012983224873783427 -0.00078923028614219959 -0.00046870200854947085 0.0011618278661266856 0.0022058315636164141 0.0010725893666360519 -0.00076949405562885429 -0.00034529275868351307 -0.00040810222420400777 2.6251184279431073e-05 0.0020554331088779064 -0.00077456020430968667 0.00085821712307257772 0.0026358445784712358 0.00053942342743365404 -0.00085688401581933253 0.0013517212106074793 -0.00093022456611457471 0.00068563016524993972 0.0013397185063095663 -0.00022242838790390352 0.0015767779946703087 -0.00085514503172717587 -0.00019127551705942381 -4.333086693883104e-05 -0.00042357949177350917
leaf_weight=32 222 194 31 156 29 147 33 45 35 58 228 130 130 117 124 32 287 29 30 33 141 183 48 30 39 27 33 99 68 134
leaf_count=32 222 194 31 156 29 147 33 45 35 58 228 130 130 117 124 32 287 29 30 33 141 183 48 30 39 27 33 99 68 134
internal_value=-0.00210598 -0.00611111 -0.000111449 -0.000719178 -0.00136705 -0.000652174 -0.0090538 -0.00238739 -0.00353887 1.90476e-05 -0.00472868 -0.00195652 -0.00538182 0.00246667 0.00153078 0.000503145 0.00248485 0.00419355 0.00161616 -0.0015625 0.00355212 -0.00290816 -0.000634921 -0.00455357 -0.00669565 -0.0038 -0.00767123 -0.00728358 -0.00303571 -0.00860656
internal_weight=2924 961 1963 1741 1452 1195 528 433 372 1039 257 449 274 289 590 466 319 61 98 63 258 391 178 213 229 99 72 334 101 233
internal_count=2924 961 1963 1741 1452 1195 528 433 372 1039 257 449 274 289 590 466 319 61 98 63 258 391 178 213 229 99 72 334 101 233
cat_boundaries=0 30 32 49 76 79 81 82 83 84 85 94
cat_threshold=0 12 0 0 2147549184 0 0 0 1 0 0 0 64 0 0 0 0 0 4096 0 2147484032 0 20971520 8 0 16384 0 0 128 4096 1067074 32 268435456 129 1108344832 0 32 0 0 8192 0 16 0 0 0 0 0 32 16 1073741840 0 0 134217728 0 0 262144 0 0 32768 0 2048 8192 1048576 0 0 0 0 0 10240 0 0 0 0 0 268435456 64 16416 0 524288 85066050 32 8192 132 256 12 0 0 0 4 0 0 131072 0 2048
is_linear=0
shrinkage=0.04


Tree=75
num_leaves=31
num_cat=13
split_feature=8 0 12 8 12 4 8 17 4 6 0 12 3 15 3 12 17 4 3 3 18 5 3 3 11 0 3 3 0 0
split_gain=18.1529 3.65705 3.04467 2.92631 2.66668 1.74375 1.72075 1.55567 1.31419 0.963066 0.980213 1.22649 0.939371 1.09809 0.925604 0.924679 0.783828 1.16424 0.758883 0.714059 0.708806 1.15392 0.795624 0.680682 0.932972 0.920695 0.755886 1.12313 0.596507 0.848262
threshold=0 46.250000000000007 1 2 3 28487750000.000004 4 5 49000.000000000007 6 33.175000000000004 7 2001.5000000000002 8 2021.5000000000002 9 10 1525190000.0000002 2010.5000000000002 2013.5000000000002 11 1.5000000000000002 1998.5000000000002 1997.5000000000002 12 39.07500000000001 2012.5000000000002 2018.5000000000002 26.500000000000004 14.500000000000002
decision_type=9 8 9 9 9 8 9 9 8 9 10 9 8 9 8 9 9 10 10 10 9 8 10 10 9 10 10 10 10 10
left_child=2 4 3 -1 16 -3 15 8 -6 10 -9 19 -11 18 -8 -4 -2 23 -14 -12 -10 -22 -23 24 25 -18 -25 -28 29 -17
right_child=1 5 6 -5 7 -7 14 9 20 12 11 -13 13 -15 -16 28 17 -19 -20 -21 21 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.00022459375327954945 0.0005093422389632707 9.8500193579340595e-05 -8.9351529341783479e-05 -0.00024357788215414899 0.00090723607271741007 -0.00074395987556705732 -0.00082260865518655633 0.0031834096116488552 0.00059742758508896543 -0.00038999484800406492 0.0021301997044787767 -1.2291222883007436e-05 0.00092039103502969508 -0.00040689117992108947 -0.00038363691678455325 -0.00031274415401050248 -0.0016519797997364095 -0.0012684817131165716 -0.00013357468377797943 -0.00011519054027424147 0.0018302230415645226 -0.0010728289824954373 3.722270680718509e-05 0.0011587835622703935 -0.0001177975757907035 -0.00048224522191162581 -0.0013603965665127048 0.00036770134615096597 9.2033281351113771e-05 -0.00023056550890309779
leaf_weight=101 107 39 157 254 67 107 59 45 116 43 248 103 125 106 205 45 25 36 39 29 47 114 43 66 239 134 27 31 42 148
leaf_count=101 107 39 157 254 67 107 59 45 116 43 248 103 125 106 205 45 25 36 39 29 47 114 43 66 239 134 27 31 42 148
internal_value=-0.00193351 0.000349255 -0.00624266 -0.00934426 0.000848688 -0.00571429 -0.00443778 0.00202465 -5.02513e-05 0.00309746 0.0043578 0.00377953 0.0012963 0.00221402 -0.00698182 -0.00258065 -0.00115385 -0.00175747 0.00411429 0.00506944 -0.0011215 -0.00253659 -0.00417722 -0.00130019 -0.00210526 -0.00435294 0.00128 -0.0020339 -0.00414634 -0.00525773
internal_weight=2947 1936 1011 355 1790 146 656 1125 387 738 425 380 313 270 264 392 665 558 164 277 320 204 157 522 398 159 124 58 235 193
internal_count=2947 1936 1011 355 1790 146 656 1125 387 738 425 380 313 270 264 392 665 558 164 277 320 204 157 522 398 159 124 58 235 193
cat_boundaries=0 29 31 52 54 77 78 79 80 81 83 84 85 86
cat_threshold=268435456 8 0 0 2147549184 0 524288 2147483648 1 0 0 33554432 2112 0 0 0 0 0 4096 0 384 0 20971520 8 0 0 4 0 128 83952928 2 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 4096 0 384 222240 34 0 0 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 20971520 26 202 67141890 2214592512 2050 32 8 4 32804
is_linear=0
shrinkage=0.04


Tree=76
num_leaves=31
num_cat=10
split_feature=7 7 8 12 10 7 3 12 2 3 1 12 2 3 17 4 2 3 2 3 2 5 3 2 2 2 2 6 4 3
split_gain=17.7282 5.22951 4.22407 3.18901 2.4427 1.8067 2.03167 1.67827 2.45063 2.52157 1.66963 1.64806 1.78248 1.24294 1.06761 1.51071 1.1853 1.03992 0.992204 0.990681 1.3687 0.9851 1.13424 2.53994 1.37239 0.955249 1.26325 0.894918 1.047 0.975011
threshold=0 1 2 3 4 5 2010.5000000000002 6 78.500000000000014 2010.5000000000002 5.5000000000000009 7 10.500000000000002 1998.5000000000002 8 21074995000.000004 8.5000000000000018 2021.5000000000002 199.50000000000003 2019.5000000000002 11.500000000000002 1.5000000000000002 1995.5000000000002 57.500000000000007 37.500000000000007 12.500000000000002 33.500000000000007 9 425.00000000000006 1999.5000000000002
decision_type=9 9 9 9 9 9 10 9 8 8 10 9 10 10 9 8 10 8 8 8 10 8 10 10 10 8 10 9 10 10
left_child=3 10 21 13 7 17 11 8 9 -4 -2 12 -7 -1 15 -9 -17 -5 -10 -11 -21 -3 23 -23 -24 -13 -27 28 -16 -29
right_child=1 2 4 5 -6 6 -8 14 18 19 -12 25 -14 -15 27 16 -18 -19 -20 20 -22 22 24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.00022547412290979451 0.0013799839581601248 -7.166744747983955e-05 0.0034584755778070075 -0.00097753070510094627 0.0012137966607721751 -0.0012425378514053875 0.00164798641236942 0.00011183984983546225 -0.0016764960990079203 -0.001160383147304742 0.0078077760332547902 -0.00046286521807619607 -9.6904833541344718e-06 -0.00035768924728984074 0.00040052289210223079 0.0020904901112482575 -0.00067707585305306847 0.00066037286117918374 -0.00094045399285132454 0.00014418719251850122 -0.00075406966079412992 0.00063724797283910568 0.0012618378473867153 0.003564481507518309 -0.0012325949886865574 -0.00043260068554875632 -0.0004139384332476226 -0.00092605704653919935 -0.0006973263281837205 0.00022843779854675006
leaf_weight=320 187 41 43 25 111 31 25 106 41 27 28 80 120 39 306 32 195 94 84 94 102 101 54 37 26 118 145 227 35 81
leaf_count=320 187 41 43 25 111 31 25 106 41 27 28 80 120 39 306 32 195 94 84 94 102 101 54 37 26 118 145 227 35 81
internal_value=-0.002023 0.000203149 -0.000535918 -0.00632937 -0.00136455 -0.0044376 -0.0054717 -0.00183526 -0.00402985 -0.00194757 0.0059292 -0.00614141 -0.00209877 -0.00945946 -0.000926485 -0.00273256 -0.00464912 0.000153846 -0.00873016 -0.00366071 -0.00263959 0.00407407 0.0052968 0.00748201 0.00148148 -0.00762712 -0.00901515 3.0303e-05 0.00142045 -0.0015047
internal_weight=2955 1958 1743 997 1484 638 519 1373 391 266 215 494 151 359 982 333 227 119 125 223 196 259 218 138 80 343 263 649 341 308
internal_count=2955 1958 1743 997 1484 638 519 1373 391 266 215 494 151 359 982 333 227 119 125 223 196 259 218 138 80 343 263 649 341 308
cat_boundaries=0 17 34 54 56 57 74 75 76 77 78
cat_threshold=0 16 1141112832 526852 0 0 131072 805437440 65536 134217728 8192 0 0 0 67108864 32 1073741824 268435456 1 33554432 0 524320 0 0 8192 0 0 32768 64 67108992 268435456 0 0 16 1073741840 0 0 0 0 1 262144 2147483648 0 32768 0 2048 0 1048576 268435456 0 0 0 33554432 10240 83960864 2 257 0 0 1140850688 2052 0 0 0 0 0 0 0 0 0 0 0 0 1073741824 84043040 1083392 11 332
is_linear=0
shrinkage=0.04


Tree=77
num_leaves=31
num_cat=11
split_feature=8 7 8 12 4 9 7 9 1 0 2 2 4 12 4 2 2 2 0 2 2 2 9 2 2 2 7 2 2 13
split_gain=15.7015 4.79349 3.59012 2.49775 1.95501 1.92836 1.91543 1.9006 1.45677 1.32667 2.13098 1.57532 1.46849 1.39967 1.27572 1.18034 1.16326 1.07668 1.10184 0.965183 0.887476 1.11809 0.870689 2.55684 1.20704 1.50785 1.05341 0.976443 0.861126 0.831239
threshold=0 1 2 3 5828530000.000001 4 5 6 3.5000000000000004 42.250000000000007 4.5000000000000009 52.500000000000007 1950.0000000000002 7 16000.000000000002 21.500000000000004 25.500000000000004 72.500000000000014 22.250000000000004 47.500000000000007 74.500000000000014 21.500000000000004 8 9.5000000000000018 37.500000000000007 147.50000000000003 9 669.50000000000011 29.500000000000004 10
decision_type=9 9 9 9 10 9 9 9 10 8 8 8 10 9 10 8 10 8 10 10 8 10 9 8 10 10 9 10 10 9
left_child=3 -2 5 17 6 20 16 15 -5 12 -11 -12 13 29 -7 -8 -4 19 -19 28 21 -3 23 -15 26 -26 -24 -27 -1 -9
right_child=1 2 4 8 -6 14 7 9 -10 10 11 -13 -14 22 -16 -17 -18 18 -20 -21 -22 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00041803783863436194 0.0018583945781927725 -0.00040870910681476856 -0.00035929156422547236 -0.00043122678148137082 -0.0011095056133814296 0.0019323632484672616 0.0021479917391435776 -9.4484465051749563e-05 -0.00022208711288271843 0.00018866256277192406 -0.00065413896412486855 -0.00043779912496859195 0.00075354470034376679 0.00077103336456644915 1.490450980696778e-06 -6.7446850252395049e-07 -0.0006913601022286997 0.001191404126716904 -0.00083349361034244394 -0.00076540042135199828 -0.0020752424448660634 0.0032591531705402589 -0.00032774741407379796 -0.00092208823083296922 0.0010303947171165363 -0.0007731467716492091 -5.5308113342782405e-05 9.4419090324180391e-05 -0.00014050027050792834 -0.00084068969016453114
leaf_weight=101 236 55 75 75 34 110 53 102 374 33 86 71 75 55 47 74 26 39 33 48 31 31 103 150 121 41 422 33 66 168
leaf_count=101 236 55 75 75 34 110 53 102 374 33 86 71 75 55 47 74 26 39 33 48 31 31 103 150 121 41 422 33 66 168
internal_value=-0.00242506 -0.000731164 -0.00137519 -0.00744311 -0.00205424 0.00280702 -0.00187093 -0.00148936 -0.00943478 -0.00190347 -0.00502618 -0.00696203 -0.00144768 -0.0017893 0.00559524 0.00304348 -0.00696429 -0.00409396 0 -0.00564815 -0.00109375 0.00091954 -0.00100427 -0.00324074 -0.000328317 0.00234694 -0.0013308 -0.00213333 -0.00416667 -0.00427046
internal_weight=2968 2232 1996 736 1722 274 1688 1587 449 1460 190 157 1270 1195 157 127 101 287 72 215 117 86 925 205 720 195 525 74 167 270
internal_count=2968 2232 1996 736 1722 274 1688 1587 449 1460 190 157 1270 1195 157 127 101 287 72 215 117 86 925 205 720 195 525 74 167 270
cat_boundaries=0 29 46 68 70 72 88 90 92 94 106 107
cat_threshold=268435456 0 0 0 2147483648 0 0 0 0 0 0 0 64 0 0 0 0 0 33558528 0 128 0 20971520 8 0 0 0 0 128 268435456 1 67108864 2097152 524320 0 0 8192 0 48 0 0 128 268435456 0 0 16 16 2 0 0 1073741824 1 0 0 1 32768 0 2052 0 1049088 0 0 0 0 0 0 0 524288 1058818 32 0 2052 0 0 8192 524288 0 0 0 537001984 0 0 0 0 0 0 0 32 1073741824 8320 1115168 2 0 20480 0 0 0 0 0 0 131072 0 67584 0 0 128 12
is_linear=0
shrinkage=0.04


Tree=78
num_leaves=31
num_cat=14
split_feature=7 9 12 7 8 11 2 2 4 2 1 5 2 16 7 2 16 2 6 12 2 12 13 2 2 1 2 2 2 16
split_gain=10.3325 6.63797 3.40486 2.29511 2.75662 2.10845 1.36246 1.50581 1.35379 2.4369 1.29384 1.23362 1.12802 1.44776 1.15998 0.991242 1.07732 2.25413 0.987668 2.0997 1.38941 1.31453 2.86954 1.12974 1.00819 0.965239 0.882293 0.864782 1.02129 0.966953
threshold=0 1 2 3 4 5 37.500000000000007 41.500000000000007 1514.5000000000002 85.500000000000014 4.5000000000000009 2.5000000000000004 20.500000000000004 6 7 13.500000000000002 8 5.5000000000000009 9 10 22.500000000000004 11 12 33.500000000000007 1.5000000000000002 3.5000000000000004 3.5000000000000004 71.500000000000014 298.50000000000006 13
decision_type=9 9 9 9 9 9 10 10 10 8 8 10 10 1 9 8 1 8 9 9 8 9 9 10 10 10 8 10 10 1
left_child=2 -2 6 -3 -5 8 10 -8 9 -6 -1 18 13 -4 -14 16 17 -12 19 20 -7 22 23 -20 -23 -16 -24 29 -29 -9
right_child=1 3 12 4 5 11 7 27 -10 -11 15 -13 14 -15 25 -17 -18 -19 21 -21 -22 24 26 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013035224077284368 0.0046325954055111401 0.00097141268722261036 -0.0003245702387398097 -0.00062498043639585893 -0.00098571616809017826 -0.0002804975546747812 0.003046008429884495 0.00038945480057368088 -0.0013254253035734464 0.0041068068605427752 -0.0023444239614476103 -0.00026538960039623305 -0.0001889385871723448 -0.00020862921355210062 0.0016085656566686168 -0.00032878549780839705 0.0025779367810638831 -0.00014804908745546185 -0.0012790001443730859 0.00080540936651669177 0.00071388682794715664 -0.0020008533980607978 0.0019924652410672648 0.00040065878341110305 -0.0002979724309370724 -0.00026941191972426284 0.00040295678556965695 0.00030735688035594678 -0.0004193748086933269 -0.00048445461659589738
leaf_weight=33 104 225 103 224 70 171 30 30 30 41 30 45 167 111 29 152 45 68 69 226 100 29 26 34 236 138 184 76 26 61
leaf_count=33 104 225 103 224 70 171 30 30 30 41 30 45 167 111 29 152 45 68 69 226 100 29 26 34 236 138 184 76 26 61
internal_value=-0.00213452 -0.000263014 -0.00517117 -0.000883207 -0.00145722 -0.000707547 -0.00281139 -0.000446429 -0.00513158 -0.00339286 -0.00449848 -0.000106101 -0.00744186 -0.00986047 -0.00608955 -0.00533784 -0.00291667 -0.00525253 0.000167286 0.00145669 -0.000921986 -0.000950764 0.000802469 -0.00438596 -0.00297101 -0.00303371 0.00343891 -0.00175258 0.000776699 -0.00456522
internal_weight=2913 1814 1099 1710 1485 1261 551 223 141 111 328 1120 548 214 334 295 143 98 1075 497 271 578 313 103 265 167 210 193 102 91
internal_count=2913 1814 1099 1710 1485 1261 551 223 141 111 328 1120 548 214 334 295 143 98 1075 497 271 578 313 103 265 167 210 193 102 91
cat_boundaries=0 18 20 22 39 69 72 73 82 83 84 86 88 89 90
cat_threshold=2 0 67108864 526340 0 64 131072 268566528 33622016 402661376 8192 256 16 0 0 32 0 128 1073872896 128 51266 32 268451841 268435456 536870912 0 34 134217728 0 8192 0 16 0 64 128 0 0 0 16 1073741824 2060 0 0 2147483648 0 0 2147483648 1 0 0 0 0 512 0 0 0 0 4096 0 0 0 0 8 0 0 4 0 0 8192 33 1048576 524288 2 0 0 67108864 0 0 0 0 131072 65536 2 92 175362 2 41218 32 4 2
is_linear=0
shrinkage=0.04


Tree=79
num_leaves=31
num_cat=12
split_feature=8 12 9 10 14 2 12 1 4 4 12 6 2 2 9 6 2 6 2 2 2 12 1 1 5 2 2 2 2 2
split_gain=14.5655 4.94298 3.22078 2.66653 2.35035 2.29643 2.80647 1.56071 1.49 1.50259 1.26116 1.48471 1.22473 1.80956 1.09458 1.83835 1.08551 1.08158 1.07911 0.990832 0.981798 0.93837 1.72753 0.862738 0.824509 0.821479 0.815793 0.78783 0.784983 0.756427
threshold=0 1 2 3 4 37.500000000000007 5 5.5000000000000009 5595120000.000001 2772799500.0000005 6 7 71.500000000000014 47.500000000000007 8 9 48.500000000000007 10 3.5000000000000004 11.500000000000002 403.00000000000006 11 4.5000000000000009 4.5000000000000009 9.0000000000000018 99.000000000000014 7.5000000000000009 17.500000000000004 45.500000000000007 59.500000000000007
decision_type=9 9 9 9 9 10 9 8 10 10 9 9 8 10 9 9 10 9 10 8 8 9 10 10 8 10 10 8 8 10
left_child=1 12 -2 4 20 -3 -7 -5 9 10 11 18 13 23 15 -12 -8 27 -6 -13 -4 28 -23 -1 -19 -14 -26 -16 -17 -20
right_child=2 5 3 7 8 6 16 -9 -10 -11 14 19 25 -15 17 21 -18 24 29 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0012513815114193251 0.0032996421392922316 -0.0002376053870074557 0.0019028135168055015 8.4323360572646785e-05 0.00099583666391371388 -0.00011184929167235681 -0.00020872439792832154 0.0029107264866325977 -0.0013146706069044002 0.0050738430708885578 -5.3594486872157176e-05 0.0005213575318475705 0.002524864445376238 -0.00072766338211614821 -0.0015446365722879562 -0.001189755144260971 -0.00026733701608947061 -0.00010121156305736179 -0.00013660589333007068 -0.0006493412034649993 -0.00010338402896955756 -0.00080847740406010617 -0.00030595221609090116 -0.00026553467326905888 -0.00010547156317194606 -0.00029057343953489581 0.0020662080724413558 -0.00048435795639246494 -0.00024697434361868885 0.00034231204326914624
leaf_weight=47 108 308 68 110 90 105 25 44 85 27 179 59 25 69 49 78 120 115 227 159 37 32 184 283 43 75 58 90 27 61
leaf_count=47 108 308 68 110 90 105 25 44 85 27 179 59 25 69 49 78 120 115 227 159 37 32 184 283 43 75 58 90 27 61
internal_value=-0.00241633 -0.00616105 -0.000329727 -0.000741953 -0.00121501 -0.00878735 -0.00605578 0.00412121 -0.00161372 -0.00132522 -0.00150138 -6.58979e-05 -0.00309804 -0.00415 -0.00247113 -0.00367906 -0.00935897 -0.000710383 0.00143959 -0.00262009 0.00431034 -0.00548193 -0.00352423 -0.0029003 0.00105727 0.000792079 0.00372549 -0.00333333 -0.0087931 0.000276817
internal_weight=2987 1057 1930 1822 1668 558 250 154 1563 1478 1451 596 499 399 855 500 145 355 378 218 105 321 216 330 216 100 101 139 105 288
internal_count=2987 1057 1930 1822 1668 558 250 154 1563 1478 1451 596 499 399 855 500 145 355 378 218 105 321 216 330 216 100 101 139 105 288
cat_boundaries=0 29 31 33 34 35 36 38 39 41 42 43 44
cat_threshold=268435456 8 0 0 2147483648 0 524288 2147483648 0 0 0 33554432 2048 0 0 0 0 0 33558528 2048 384 0 20971520 8 0 0 4 0 524288 1067074 32 1074003968 128 261 144 41216 84934658 32 404 256 2068 74 136 68864
is_linear=0
shrinkage=0.04


Tree=80
num_leaves=31
num_cat=10
split_feature=8 12 2 9 14 2 10 0 8 12 3 2 3 5 9 9 0 2 2 2 1 2 2 0 2 1 2 6 0 2
split_gain=18.1763 4.83277 2.74557 2.48222 2.65521 2.8744 2.32183 2.12313 2.00945 3.51348 2.49117 1.83769 1.81195 1.54158 1.33718 1.31444 1.29604 1.29131 1.22734 1.21663 1.19049 1.17048 2.96089 2.18903 1.00846 0.934642 0.898146 0.863573 0.893577 1.49103
threshold=0 1 72.500000000000014 2 3 385.00000000000006 4 35.850000000000009 5 6 2015.5000000000002 47.500000000000007 2019.5000000000002 10.500000000000002 7 8 14.500000000000002 12.500000000000002 7.5000000000000009 11.500000000000002 5.5000000000000009 37.500000000000007 57.500000000000007 16.750000000000004 46.500000000000007 5.5000000000000009 9.5000000000000018 9 42.250000000000007 11.500000000000002
decision_type=9 9 10 9 9 10 9 10 9 9 10 10 10 8 9 9 10 10 10 8 8 8 10 10 10 10 10 9 10 10
left_child=1 2 11 -2 5 -5 8 -8 14 12 19 16 13 -10 17 27 -1 -6 -9 20 26 -3 23 -23 -17 -4 -11 28 -15 -30
right_child=3 21 25 4 6 -7 7 18 9 10 -12 -13 -14 15 -16 24 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012341330339845059 0.0027939086516252589 -0.00022764681386640008 0.00092972081767470625 0.0036488948915322085 -0.000821913877677396 -0.0006348465714002316 0.0050520684658655318 -0.00054388004011443061 -0.0004395053121853465 -0.0011290381592692711 0.00031144323556809184 -0.00073221808665202559 -0.00099279363779977811 0.0011113830277000858 0.00039065989413906266 0.0012798431025656499 -0.00025535853326211114 0.0003757418467774443 0.00098274110712424098 -0.00092000315973212571 0.00065843327861049518 0.0026020411869416196 -0.00027225452349348699 -0.00035653295296395271 0.0056121321865003539 -0.00050535794365934804 0.00040366632280885995 -0.00011767129377588504 0.00096752788336985419 -0.0013046783229824399
leaf_weight=27 112 328 50 77 64 27 25 51 100 82 51 49 28 113 297 117 193 40 69 398 48 65 160 38 26 25 25 217 27 30
leaf_count=27 112 328 50 77 64 27 25 51 100 82 51 49 28 113 297 117 193 40 69 398 48 65 160 38 26 25 25 217 27 30
internal_value=-0.00212838 -0.0067019 -0.00270423 1.9656e-05 -0.000332813 0.00556522 -0.000703683 0.00397436 -0.00113501 -0.00191673 -0.00409756 -0.00466667 0.000119581 0.000570523 0.00131068 0.00143126 -0.00307692 -0.00243478 0.00198347 -0.00494585 -0.00192308 -0.00893688 -0.00704545 -0.00173077 0.00454545 0.00394737 -0.00425926 0.000150754 0.00220994 -0.00172414
internal_weight=2959 935 344 2024 1912 104 1808 145 1663 1262 604 269 658 630 401 530 220 104 120 553 155 591 263 103 143 75 107 387 170 57
internal_count=2959 935 344 2024 1912 104 1808 145 1663 1262 604 269 658 630 401 530 220 104 120 553 155 591 263 103 143 75 107 387 170 57
cat_boundaries=0 30 32 34 35 36 56 58 60 62 63
cat_threshold=1073741824 8 0 0 2147483648 0 0 0 1 0 0 0 64 0 0 0 0 0 33558528 2050 384 0 20971520 8 0 0 0 0 0 4096 1083456 32 1073872896 128 144 261 16 1050626 0 0 0 1 262144 0 0 0 0 133124 10240 1048576 0 0 0 0 0 8192 41218 32 0 24612 0 10244 194
is_linear=0
shrinkage=0.04


Tree=81
num_leaves=31
num_cat=10
split_feature=7 7 12 8 9 4 4 2 2 7 12 8 2 1 2 4 1 2 2 7 2 2 2 2 3 12 2 2 2 2
split_gain=14.151 5.1117 3.98458 2.58577 1.71863 1.8889 1.59273 1.42123 1.61506 1.37765 1.66237 1.36494 1.22042 1.27282 1.36985 1.20731 1.11403 1.36265 1.06965 1.25308 1.09554 1.04543 1.53492 1.36975 0.996593 1.04445 1.56919 0.915201 0.874065 1.49501
threshold=0 1 2 3 4 625.00000000000011 3550.0000000000005 57.500000000000007 15.500000000000002 5 6 7 2.5000000000000004 5.5000000000000009 136.50000000000003 6670500000.000001 3.5000000000000004 5.5000000000000009 14.500000000000002 8 73.500000000000014 10.500000000000002 7.5000000000000009 24.500000000000004 2015.5000000000002 9 9.5000000000000018 43.500000000000007 24.500000000000004 60.500000000000007
decision_type=9 9 9 9 9 8 8 8 10 9 9 9 8 8 10 8 10 10 8 9 10 10 8 10 10 9 8 10 10 10
left_child=2 -2 18 7 5 -5 -6 8 -3 15 -11 21 -13 14 24 -7 17 -8 -1 28 -21 22 -12 -23 25 26 -14 -17 -20 -30
right_child=1 3 -4 4 6 9 16 -9 -10 10 11 12 13 -15 -16 27 -18 -19 19 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.5404921075989934e-05 0.0037248978159792755 0.00057580919674276036 -0.00022238797333301363 -0.00087233454203126113 0.0031420761445674827 -0.00055841461636362054 -6.2136149251443835e-05 -6.7084738383336174e-05 0.0017631163475106248 0.00024459423168607939 0.00023845003880591521 0.00061556558389952443 0.0017539535149087015 -0.00084705786697767847 0.00030602889951840238 0.00069742950309340304 -0.00028134726075023763 0.0044872637846331285 -0.00040359259963473448 -0.00031376442130863323 -0.00036312633826121046 0.0018655576054508671 -0.0008816579558910576 -3.0872736798741585e-05 -0.00091735810095542551 -0.00055962238753703986 -0.0002524344175732196 -0.00030353301942575683 0.0020468011963757247 -0.0003006628425644564
leaf_weight=126 119 38 496 70 51 25 39 36 30 121 38 44 38 201 56 125 376 31 32 112 37 42 32 59 40 176 176 69 63 42
leaf_count=126 119 38 496 70 51 25 39 36 30 121 38 44 38 201 56 125 376 31 32 112 37 42 32 59 40 176 176 69 63 42
internal_value=-0.00232574 -0.000450318 -0.00644178 -0.000966736 -0.00132967 -0.00208617 0.000669291 0.00486957 0.00869565 -0.00173773 -0.00234043 -0.00293538 -0.00369272 -0.00415698 -0.00303901 0.00113043 -8.94855e-05 0.00450704 -0.00330969 -0.00473868 -0.007125 0.00032967 -0.00338028 0.00294118 -0.0038051 -0.00317136 -0.00106667 0.00225641 -0.00148649 0.000188679
internal_weight=2940 2032 908 1913 1809 1312 497 104 68 1242 1023 902 731 687 486 219 446 70 412 286 149 171 70 101 430 390 214 194 137 105
internal_count=2940 2032 908 1913 1809 1312 497 104 68 1242 1023 902 731 687 486 219 446 70 412 286 149 171 70 101 430 390 214 194 137 105
cat_boundaries=0 17 34 36 63 65 82 83 110 119 120
cat_threshold=0 0 1140850688 524804 0 0 33685504 537001984 65536 134217728 0 0 0 0 67108864 0 1073741824 268435456 1 0 8192 0 0 0 8192 0 0 0 0 67108992 0 0 0 16 1067074 32 16 0 0 0 0 1 0 0 0 0 0 2048 0 1048576 0 0 0 0 0 0 0 0 0 0 0 16384 4 257 30720 131073 128 262144 0 2 66 0 268435456 0 0 8192 384 0 268435456 0 0 128 16777280 0 0 0 0 0 0 262144 2147483648 0 0 0 4 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 64 0 0 0 0 0 0 131072 0 65536 221186
is_linear=0
shrinkage=0.04


Tree=82
num_leaves=31
num_cat=7
split_feature=7 8 12 0 12 0 1 0 2 4 8 2 2 3 2 2 2 12 3 2 2 14 0 2 2 0 0 2 2 2
split_gain=15.0237 4.22831 3.18386 2.3492 2.2206 2.50106 2.18442 1.98173 1.69987 1.68454 1.51082 2.33268 1.49523 1.38843 1.36982 1.34679 1.25911 1.23949 1.12497 1.06165 1.0442 0.926517 1.39584 1.21701 1.08534 1.43234 0.926349 1.07102 0.925298 1.69665
threshold=0 1 2 50.425000000000004 3 23.500000000000004 5.5000000000000009 40.250000000000007 37.500000000000007 15.000000000000002 4 37.500000000000007 11.500000000000002 2000.5000000000002 301.00000000000006 13.500000000000002 95.500000000000014 5 2009.5000000000002 4.5000000000000009 3.5000000000000004 6 37.750000000000007 22.500000000000004 332.00000000000006 38.20000000000001 40.250000000000007 4.5000000000000009 71.500000000000014 58.500000000000007
decision_type=9 9 9 8 9 10 10 10 8 10 9 10 10 10 8 8 10 9 8 10 10 9 10 10 8 10 10 10 10 10
left_child=4 7 13 6 5 -1 10 -2 12 14 11 -4 20 21 16 18 28 -17 -12 -20 -6 22 23 -3 25 -23 -24 -28 29 -10
right_child=1 2 3 -5 8 -7 -8 -9 9 -11 15 -13 -14 -15 -16 17 -18 -19 19 -21 -22 24 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0001321818586500001 -0.00048292398466465158 -0.0010175768517942884 0.0040616863367900179 -0.00060260750073698693 -0.00054428715778279016 -0.00035685037456349987 0.0036508549623329857 -0.00044851642479450506 7.8968608090690401e-06 -0.00054450303026449382 -0.0005263053839285448 -0.001351922760947275 -0.00032218227132954527 0.0002925601676758305 0.0041782354642676016 -0.0002851297440049905 -0.00070019603624501766 0.00033597016479479434 1.0637067386021215e-05 0.0018705792952219014 0.00011116161741853148 0.0028953090557656937 -0.00021532397949773242 -0.00047300230513592112 -0.00079229379158199723 -9.2654425259119935e-05 -6.8356130197742e-05 -0.0012098707883039595 0.0018252507399985163 -0.00051965959583419872
leaf_weight=170 283 31 81 32 54 122 76 34 116 27 36 36 218 163 25 262 49 168 78 149 61 47 292 31 97 62 41 43 32 42
leaf_count=170 283 31 81 32 54 122 76 34 116 27 36 36 218 163 25 262 49 168 78 149 61 47 292 31 97 62 41 43 32 42
internal_value=-0.00233863 -0.000409157 0.000380184 0.00198062 -0.00655879 -0.00963696 0.00239008 -0.00457317 -0.00497638 -0.00280822 0.00177559 0.00578125 -0.00700599 -0.00144254 -0.00181132 0.000994318 -0.00275 -0.00037123 0.00325758 0.00429825 -0.00327586 -0.00229457 -0.00329621 -0.00888889 0 0.00272727 -0.00244032 -0.00611765 -0.00125654 -0.00251572
internal_weight=2958 2042 1725 918 916 292 886 317 624 291 810 117 333 807 264 693 239 430 263 227 115 644 438 62 206 109 376 84 190 158
internal_count=2958 2042 1725 918 916 292 886 317 624 291 810 117 333 807 264 693 239 430 263 227 115 644 438 62 206 109 376 84 190 158
cat_boundaries=0 18 48 50 51 67 68 69
cat_threshold=0 0 67117056 524292 0 0 131072 4325376 65536 134217728 0 384 0 0 67108864 0 128 256 1073741824 12 0 0 2147549184 0 0 2147483648 0 0 0 0 64 0 0 0 0 0 4096 0 256 0 4194304 8 0 1073741824 0 0 524288 4096 255008 32 84116480 16 0 0 0 0 1 0 0 0 0 0 0 0 512 0 4096 66 139264
is_linear=0
shrinkage=0.04


Tree=83
num_leaves=31
num_cat=9
split_feature=8 12 7 9 3 2 2 8 2 0 2 0 12 3 17 12 0 0 0 12 2 1 2 0 2 2 2 2 2 2
split_gain=12.825 5.51859 3.77406 3.07396 2.29305 2.65714 2.07807 1.94458 1.84338 1.64869 1.52361 1.36197 2.09745 1.4979 1.91287 1.30322 1.80801 1.53071 1.16581 1.26933 1.18387 1.15539 1.0528 0.970519 0.878204 0.855656 0.847446 0.814493 0.820901 0.7062
threshold=0 1 2 3 2015.5000000000002 70.500000000000014 92.500000000000014 4 108.50000000000001 30.500000000000004 45.500000000000007 35.850000000000009 5 1999.5000000000002 6 7 9.5000000000000018 27.250000000000004 32.500000000000007 8 8.5000000000000018 5.5000000000000009 45.500000000000007 18.500000000000004 301.00000000000006 15.500000000000002 7.5000000000000009 30.500000000000004 39.500000000000007 31.500000000000004
decision_type=9 9 9 9 10 8 10 9 10 10 8 10 9 10 9 9 10 10 10 9 10 10 8 10 8 10 10 10 10 8
left_child=1 8 18 -4 5 15 -7 22 27 10 23 24 21 14 -14 26 -17 -18 -2 -20 -21 -13 -5 -9 -11 -22 -3 -1 -29 -16
right_child=2 4 3 7 -6 6 -8 9 -10 11 -12 12 13 -15 29 16 17 -19 19 20 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00018715813494793565 0.00013890432490562432 0.0027692729711804986 0.0035919219638880407 0.0012921815367889877 0.0022823393342840605 0.0022834633691035935 -0.00026598168787433707 0.00022710989772441791 -1.9365264716029175e-05 0.0032079089847384524 -0.0013446596116418875 0.00012628333921405499 0.0001121894678762203 0.0001274022796478036 -0.00090790964971830589 0.00118099192444177 -0.00029255816414949012 -0.00046654382505771251 -0.000114048323879814 -0.00052686644613260121 -0.00078590777658984481 0.0022152424878300893 0.0010986008266635138 -0.00081675202330828262 1.3532069604025309e-05 -0.0004914341574319181 -0.00014760217408444021 -5.6351695101568565e-05 -0.00032461557437741818 -0.0005315387047347286
leaf_weight=183 83 26 105 42 27 28 66 33 31 51 26 437 175 148 208 29 156 65 106 59 46 56 65 56 45 98 123 33 138 224
leaf_count=183 83 26 105 42 27 28 66 33 31 51 26 437 175 148 208 29 156 65 106 59 46 56 65 56 45 98 123 33 138 224
internal_value=-0.00215561 -0.0060917 -0.000395371 0.000439952 -0.00323917 -0.00392713 0.00210526 -2.53646e-05 -0.00974747 -0.000421769 -0.005 -2.97398e-05 -0.000384307 -0.00169713 -0.00259868 -0.00535 -0.00704981 -0.00855856 -0.00387097 -0.00509677 -0.00682243 0.00162698 0.00491525 -0.00244444 0.00453608 -0.00910345 -0.001875 -0.0108169 -0.00872093 -0.00397291
internal_weight=2968 905 2063 1671 520 493 94 1566 385 1459 115 1344 1248 755 607 399 250 221 392 309 203 493 107 89 96 144 149 354 171 432
internal_count=2968 905 2063 1671 520 493 94 1566 385 1459 115 1344 1248 755 607 399 250 221 392 309 203 493 107 89 96 144 149 354 171 432
cat_boundaries=0 27 29 47 49 69 70 71 72 73
cat_threshold=0 0 0 0 2147483648 0 0 2147483648 0 0 0 0 2112 0 0 0 0 0 4096 0 384 0 20971520 8 0 0 4 67347488 2 0 144 536879104 524288 0 134217728 131072 536870912 2048 0 0 384 0 0 0 32 1073741824 384 1073872896 128 268435456 0 0 0 0 1 0 0 0 0 0 2048 0 1048576 0 4096 0 0 0 8192 84935682 9 18434 229472
is_linear=0
shrinkage=0.04


Tree=84
num_leaves=31
num_cat=13
split_feature=7 9 9 6 4 5 1 8 7 16 6 5 6 5 11 4 4 4 4 4 4 9 3 13 1 6 5 3 3 3
split_gain=11.3065 2.76508 1.99062 1.90843 1.8953 2.1084 1.86613 1.60452 2.1338 1.40038 1.05625 1.00191 1.61715 0.9445 0.748891 0.715835 0.611925 0.563136 0.856486 0.555968 1.24017 0.754643 1.38459 1.07429 0.94508 0.799829 0.768677 0.758653 0.616531 0.5269
threshold=0 1 2 3 3550.0000000000005 3.5000000000000004 3.5000000000000004 4 5 6 7 3.5000000000000004 8 3.5000000000000004 9 8.0000000000000018 15.000000000000002 14469800500.000002 3990640000.0000005 93035.500000000015 1950.0000000000002 10 2017.5000000000002 11 2.5000000000000004 12 5.5000000000000009 2002.5000000000002 1958.5000000000002 2005.5000000000002
decision_type=9 9 9 9 8 8 10 9 9 1 9 8 9 8 9 10 10 10 10 10 10 9 8 9 10 9 8 10 10 10
left_child=3 7 11 6 -4 -6 9 15 -9 -1 29 -3 -13 -8 -5 -2 -15 18 19 20 21 23 -23 25 -25 28 -24 -27 -12 -10
right_child=1 2 4 14 5 -7 13 8 10 -11 17 12 -14 16 -16 -17 -18 -19 -20 -21 -22 22 26 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0011520651646641511 0.00064844488248596123 -0.0004681590618140774 0.0047509507030645895 3.8673644991717995e-05 -0.00080053064933430565 0.0025759546379524067 -7.3711459005636478e-05 0.00037068106014942259 -6.2588144146786824e-05 -4.6077080724487017e-05 -0.00061308118009932859 0.00082718811963058416 -0.00043446031642261577 -0.00018285757805486469 -0.00053555142623824988 -0.00021834054445601936 -0.00021064935971203624 -0.0018435851765500645 0.0019739543526369019 -0.001085272272940685 0.00037891439259965412 4.3517877431824562e-05 -0.00057749659622750469 -0.00049463380955685923 0.00039664370639346913 -0.00018155967588178611 -0.0016147395128451336 0.00071947023471132356 -0.0013176718046784687 0.0046698474628627199
leaf_weight=34 127 28 31 157 31 188 57 122 126 133 81 106 144 658 104 30 41 28 26 28 28 32 111 59 92 108 65 63 53 33
leaf_count=34 127 28 31 157 31 188 57 122 126 133 81 106 144 658 104 30 41 28 26 28 28 32 111 59 92 108 65 63 53 33
internal_value=-0.00192821 0.000137065 0.00252319 -0.0049205 0.00505747 0.00390909 -0.005803 -0.000915781 -0.00148218 -0.00202381 -0.00213983 0.000138408 0.000956175 -0.0067107 -0.00169118 0.0027381 -0.00711429 -0.00275159 -0.00257028 -0.0028294 -0.0025974 -0.00294737 -0.00493151 -0.00188437 0.000864198 -0.00322785 -0.00655367 -0.00120879 -0.00551724 0.000823529
internal_weight=2924 1740 528 1184 250 219 923 1212 1055 167 933 278 250 756 261 157 699 774 746 720 692 664 208 456 151 305 176 171 134 159
internal_count=2924 1740 528 1184 250 219 923 1212 1055 167 933 278 250 756 261 157 699 774 746 720 692 664 208 456 151 305 176 171 134 159
cat_boundaries=0 18 20 22 23 52 69 70 71 72 75 77 78 79
cat_threshold=3 0 603987968 526852 0 8192 131072 268566528 67584 402653184 8224 384 0 0 67108864 32 1073741824 256 257 14340 0 16416 332 0 0 0 0 0 0 0 0 0 0 0 133124 0 1048576 0 0 0 0 33554432 0 0 0 16777216 0 0 0 0 0 524288 0 128 1074790400 0 0 0 0 8192 0 32 0 0 0 0 0 0 16 2 66 344 32772 0 524288 0 10240 6 152
is_linear=0
shrinkage=0.04


Tree=85
num_leaves=31
num_cat=8
split_feature=8 9 2 10 1 0 2 1 6 2 0 11 1 2 9 2 3 13 2 3 2 0 2 2 1 2 3 13 2 0
split_gain=10.9563 3.96799 1.76365 1.74741 1.54176 1.32631 1.50723 1.78925 1.01497 1.84916 2.15188 1.09296 1.31509 1.20366 1.06377 1.46692 0.848082 0.844126 1.06306 1.22009 0.82145 0.820725 0.803469 0.797011 0.76231 0.724983 0.821075 0.69143 0.806847 1.03348
threshold=0 1 36.500000000000007 2 5.5000000000000009 40.675000000000004 28.500000000000004 5.5000000000000009 3 2930.0000000000005 35.600000000000009 4 4.5000000000000009 34.500000000000007 5 99.000000000000014 2008.5000000000002 6 49.500000000000007 2018.5000000000002 9.5000000000000018 36.400000000000006 73.500000000000014 15.500000000000002 4.5000000000000009 79.500000000000014 2019.5000000000002 7 101.50000000000001 37.250000000000007
decision_type=9 9 10 9 8 8 8 10 9 8 8 9 8 10 9 10 8 9 10 8 8 10 10 10 10 10 8 9 10 10
left_child=2 16 -1 5 -5 8 7 23 17 11 -11 13 -13 -10 15 24 -2 18 19 -3 -21 -16 -8 -7 -14 26 -23 28 -4 -30
right_child=1 3 27 4 -6 6 22 -9 9 10 -12 12 14 -15 21 -17 -18 -19 -20 20 -22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00018614322723280454 0.0031232947157139534 -0.0014067497030200826 -8.4020176571897313e-06 0.00010736877727140382 0.0030071550750541578 -0.00067155642222786586 7.9952593631134046e-05 0.00010762424188595077 -0.00080470961507781878 -0.0016138731639354375 -7.2676402840521351e-05 0.0028559559619221633 -0.0018033002474986759 0.00022984926012590279 0.0034968427032016792 0.0004953993054109063 0.0042793844841795452 -4.5452256417206625e-05 -0.0011319386833050515 -0.00035624642837785105 0.0011696354258709362 0.0024890979802783164 -0.0012199076412769472 -0.0011264374806075495 -5.2799858661778386e-05 -0.001224343645153212 0.00085345897476535987 -0.00031562716350411082 -0.00021200194593259169 6.3616023734809347e-05
leaf_weight=616 34 26 163 98 36 88 111 42 70 26 50 28 26 39 25 64 73 218 27 32 35 57 41 26 422 25 123 226 36 25
leaf_count=616 34 26 163 98 36 88 111 42 70 26 50 28 26 39 25 64 73 218 27 32 35 57 41 26 422 25 123 226 36 25
internal_value=-0.00203506 -0.000151106 -0.00523677 -0.000630011 0.00358621 -0.00100496 -0.0033657 -0.00611465 -0.000448223 0.000227743 -0.00571429 0.00075 0.00128041 -0.00283333 0.000969044 -7.64818e-05 0.00694915 -0.00229226 -0.0048855 -0.00319149 -0.000294118 0.00315353 -0.000522876 -0.00869565 -0.000890869 0.00242718 0.00331492 -0.00337029 -0.00153191 -0.00548387
internal_weight=2908 1842 1066 1735 134 1601 308 156 1293 955 76 879 770 109 742 512 107 338 120 93 67 230 152 114 448 205 180 450 224 61
internal_count=2908 1842 1066 1735 134 1601 308 156 1293 955 76 879 770 109 742 512 107 338 120 93 67 230 152 114 448 205 180 450 224 61
cat_boundaries=0 30 32 33 34 36 38 39 40
cat_threshold=1342177280 8 4 134217728 2147549184 0 0 0 1 0 0 131072 2112 0 0 0 0 0 33558528 0 384 0 20971520 8 0 1073774592 4 0 0 4096 1075838976 128 261 12 49152 66048 0 22528 2 12
is_linear=0
shrinkage=0.04


Tree=86
num_leaves=31
num_cat=12
split_feature=8 12 9 0 12 17 13 3 3 6 4 6 3 4 3 5 14 0 4 1 0 6 4 9 4 4 4 18 3 3
split_gain=10.0322 4.52284 2.55543 1.74853 1.76265 1.33025 1.35162 1.02832 0.964176 0.924577 1.08549 0.875294 0.814623 0.903822 0.794363 0.864834 0.784171 1.51118 0.851234 1.04536 0.660023 0.653676 0.651205 0.803136 0.734332 0.745471 0.564246 0.552853 0.522362 0.500177
threshold=0 1 2 40.675000000000004 3 4 5 1988.5000000000002 2012.5000000000002 6 1445190000.0000002 7 2003.5000000000002 199.50000000000003 2020.5000000000002 3.5000000000000004 8 38.57500000000001 313.50000000000006 5.5000000000000009 35.850000000000009 9 8400.0000000000018 10 8015305000.000001 38266465000.000008 81348.500000000015 11 2001.5000000000002 1996.5000000000002
decision_type=9 9 9 8 9 9 9 10 8 9 10 9 8 10 8 8 9 10 10 10 10 9 8 9 8 8 10 9 10 10
left_child=1 12 7 4 5 -4 8 -2 28 10 14 -3 -1 -14 -6 -16 17 -8 19 21 -18 -19 -5 24 -24 -26 -25 -17 -7 -11
right_child=2 11 3 22 9 6 16 -9 -10 29 -12 -13 13 -15 15 27 20 18 -20 -21 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=-0.00058516706931882828 0.0066377496943493246 -0.00019161958898227029 -0.0011775832994552716 0.00018744999844862775 0.00079695440408077188 -7.4116409418039096e-05 -0.00083814618841536513 0.0016498651376224416 -0.00025424984806761587 -0.00025923402030620936 -0.0005670706111761348 -0.00017613629035651002 -0.00014197370613487693 -0.0005248259736109162 0.00230096136238906 0.00093098432534034715 0.0023386874021101532 0.0012069562691199209 0.0024328490749475407 0.0035697557720816776 0.00075207400296427806 -3.8312489870335751e-05 -0.0013291266130259416 -0.0011413734394256636 0.00069794626506876508 -0.00020091948903196765 -0.00030193050413075185 -6.3788861316105278e-05 0.0023680683915188894 -0.0007564713387985478
leaf_weight=27 47 116 106 26 50 37 57 57 157 271 26 363 526 27 27 56 43 108 34 28 68 129 40 78 25 168 29 118 43 79
leaf_count=27 47 116 106 26 50 37 57 57 157 271 26 363 526 27 27 56 43 108 34 28 68 129 40 78 25 168 29 118 43 79
internal_value=-0.00196832 -0.00506542 -0.000218978 -0.000584344 4.17246e-05 0.00126675 0.0019021 0.00556522 -0.000564516 -0.00153605 0.000208333 -0.00795918 -0.00257191 -0.00227437 0.00103175 -9.90099e-05 0.00313808 0.00207084 0.00326667 0.0024812 0.00606557 0.00159664 -0.00305177 -0.00351906 -0.00188525 -0.000927835 -0.00627119 -0.00114286 0.00296296 -0.00288089
internal_weight=2966 1059 1907 1803 1437 810 704 104 237 627 277 479 580 553 251 201 467 356 299 265 111 237 366 340 233 193 107 174 80 350
internal_count=2966 1059 1907 1803 1437 810 704 104 237 627 277 479 580 553 251 201 467 356 299 265 111 237 366 340 233 193 107 174 80 350
cat_boundaries=0 30 32 34 35 36 37 38 39 40 41 43 44
cat_threshold=1073741824 8 0 0 2147549184 0 0 0 0 0 0 33685504 2112 0 0 0 0 0 33558528 2 384 0 20971520 8 0 32768 4 0 0 12288 1068354 32 1075838976 128 83927362 34 4 140 258 8192 322 0 26624 4
is_linear=0
shrinkage=0.04


Tree=87
num_leaves=31
num_cat=6
split_feature=7 12 0 12 2 17 1 2 12 0 4 0 2 1 2 2 4 1 1 4 2 0 2 7 2 2 1 0 2 2
split_gain=7.56712 3.08724 2.745 3.16021 2.67998 2.48536 2.08186 1.91776 1.7827 1.67024 1.65962 1.51166 1.60952 1.33967 1.30649 1.29882 1.4118 1.04713 0.990546 0.984024 0.962183 1.03053 1.34587 1.49627 1.40898 0.956227 0.908897 0.981081 0.899316 0.877599
threshold=0 1 54.500000000000007 2 45.500000000000007 3 5.5000000000000009 56.500000000000007 4 30.500000000000004 1557465000.0000002 39.07500000000001 99.000000000000014 5.5000000000000009 9.5000000000000018 203.50000000000003 575.00000000000011 3.5000000000000004 5.5000000000000009 425.00000000000006 54.500000000000007 9.5000000000000018 7.5000000000000009 5 34.500000000000007 34.500000000000007 4.5000000000000009 27.750000000000004 86.500000000000014 66.500000000000014
decision_type=9 9 8 9 8 9 8 8 9 10 10 10 10 10 10 8 8 10 10 10 8 10 10 9 10 10 10 10 10 10
left_child=1 6 3 15 9 8 20 -6 10 14 13 28 -13 -5 -3 16 -2 -17 -7 -8 21 -1 -23 24 -24 -25 -18 -28 29 -9
right_child=2 4 -4 5 7 18 19 11 -10 -11 -12 12 -14 -15 -16 17 26 -19 -20 -21 -22 22 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.001013915730829531 -0.0011533757915062283 -0.00030736529445494652 -0.00056303164526955391 -0.00059237600903738752 0.0037026792541885456 0.00064081112197207797 -0.00026253619936092323 -0.00028966385374921798 0.00055681240980291595 -0.0002562941147829889 0.00062111397476165568 -0.0010513097734602894 0.001583532665924352 0.00080069876027071278 -0.00011183950583475877 -2.7941278185750206e-06 0.0011587279606590783 -0.0012152654301885236 0.003950905822176054 -0.0011988985858057788 5.6687551346215063e-05 0.00065313800610471877 -0.00012125910666412665 -0.00018157162631162293 0.0017942146223863631 -0.00060828450455446164 -0.00085280865870931424 -0.00012752241950728661 -0.00033086001663189534 6.946424323928113e-06
leaf_weight=34 26 40 36 232 30 641 156 29 113 185 44 32 25 36 146 29 44 57 83 25 134 60 79 85 33 39 44 306 56 37
leaf_count=34 26 40 36 232 30 641 156 29 113 185 44 32 25 36 146 29 44 57 83 25 134 60 79 85 33 39 44 306 56 37
internal_value=-0.00178265 -0.00415858 -3.52526e-05 0.000205314 -0.00629442 0.00136207 -0.00216463 -0.0027619 -0.00105505 -0.00844086 -0.00260062 -0.00433333 0.00103448 -0.00386617 -0.011123 -0.00239845 -0.00152019 -0.00689655 0.00277551 -0.00582418 -0.000774194 -0.00193353 -0.0026936 -0.00405063 -0.000325203 -0.00681481 -0.000911392 -0.00159544 -0.00682927 -0.00358209
internal_weight=2916 1225 1691 1655 580 1149 645 209 425 371 312 179 57 268 186 506 420 86 724 181 464 330 296 236 112 124 394 350 122 66
internal_count=2916 1225 1691 1655 580 1149 645 209 425 371 312 179 57 268 186 506 420 86 724 181 464 330 296 236 112 124 394 350 122 66
cat_boundaries=0 18 20 21 22 23 32
cat_threshold=1 268435456 1677729792 524804 0 8192 33685504 805437440 33622016 134217728 8192 128 8388624 0 67108864 32 128 384 1068098 32 67202080 26 32834 0 0 0 0 0 0 131072 0 67584
is_linear=0
shrinkage=0.04


Tree=88
num_leaves=31
num_cat=8
split_feature=8 8 9 13 2 2 11 0 9 4 2 2 2 4 2 4 4 11 2 3 8 5 2 2 2 2 3 0 3 2
split_gain=8.0661 2.53422 3.37116 2.0338 1.53862 2.55453 1.51702 1.88266 1.74713 1.59754 2.44218 1.64023 1.45484 1.38359 1.35837 1.81656 1.11604 0.991402 1.33643 1.04936 0.972136 0.971518 0.811776 0.800994 0.794319 1.48846 0.774794 0.716846 0.71164 0.635119
threshold=0 1 2 3 535.00000000000011 253.50000000000003 4 40.250000000000007 5 5081865000.000001 75.500000000000014 7.5000000000000009 108.50000000000001 390.00000000000006 53.500000000000007 4277935000.0000005 141.00000000000003 6 3.5000000000000004 2004.5000000000002 7 2.5000000000000004 7.5000000000000009 95.500000000000014 5.5000000000000009 10.500000000000002 2019.5000000000002 40.250000000000007 2017.5000000000002 11.500000000000002
decision_type=9 9 9 9 10 10 9 8 9 8 8 10 10 10 8 8 10 9 10 10 9 10 10 10 10 10 8 10 10 8
left_child=4 2 3 13 5 12 -3 8 21 -10 11 -11 16 -2 15 -9 17 24 -19 23 22 28 -4 -20 -1 -26 -13 -22 -8 -5
right_child=1 6 20 29 -6 -7 7 14 9 10 -12 26 -14 -15 -16 -17 -18 18 19 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0001216887415258583 -0.00041368823810046252 -0.00052304270910440208 0.0038888238842330479 0.00098115303448938814 0.00026123506669996745 -0.00066489763294441673 -3.5366645197676406e-05 0.00070781654325326572 0.0034628359105930429 -0.000894561889106491 -0.0019321719635858158 0.003453835695236549 7.2181771744510574e-05 -0.0016605959611878519 -3.0869008255187683e-05 -0.00095311379276179057 -0.0004971771236665745 -0.00038021555312507617 -0.00011173837995475111 0.00020418544640271819 0.0037853311343742746 -0.0010053373263655629 2.6632914317872294e-05 -0.00055748921622789994 -0.00050007105679334535 -0.00025024085954878928 0.001578599408285868 0.0025139951942642113 -0.00026240117251660424 0.00013391613407378599
leaf_weight=43 67 163 30 26 26 25 758 26 41 40 41 34 41 39 78 120 47 70 446 48 50 28 72 38 47 182 65 60 66 141
leaf_count=43 67 163 30 26 26 25 758 26 41 40 41 34 41 39 78 120 47 70 446 48 50 28 72 38 47 182 65 60 66 141
internal_value=-0.00210882 -0.000582822 0.00189516 -0.00105634 -0.00498047 -0.0052834 -0.001414 -0.000932722 -0.000242086 0.00284483 0.00132597 0.00385714 -0.00494289 -0.00512821 -0.00426667 -0.00653061 -0.00527115 -0.00493714 -0.00378467 -0.00315197 0.00556054 -0.00106605 0.00212389 -0.00371134 -0.00706714 -0.00826087 0.0066 0.00826446 -0.000824242 0.00168539
internal_weight=2958 1945 485 273 1013 987 1460 1297 1073 221 180 139 962 106 224 146 921 874 602 532 212 852 102 484 272 229 99 110 824 167
internal_count=2958 1945 485 273 1013 987 1460 1297 1073 221 180 139 962 106 224 146 921 874 602 532 212 852 102 484 272 229 99 110 824 167
cat_boundaries=0 24 44 46 47 48 50 52 68
cat_threshold=1073741824 8 4 0 2147483648 0 0 0 0 0 0 33685504 2112 0 0 0 0 0 33558528 0 384 0 20971520 8 16 2048 0 0 1073741824 1 262144 0 0 32768 0 0 8192 1050112 0 4096 0 0 0 8192 0 10244 10 49184 0 22704 16388 1024 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=89
num_leaves=31
num_cat=10
split_feature=7 8 0 0 8 12 2 2 2 12 4 2 0 9 3 0 0 12 5 0 4 9 4 3 6 12 2 2 2 2
split_gain=8.25521 2.62737 2.39984 2.55338 2.28697 1.94795 2.0236 3.03662 2.01912 1.86207 1.55866 1.43232 1.32588 1.07554 1.53353 1.43011 1.08265 1.01846 1.10618 0.995068 1.8928 1.09445 2.16466 1.49099 1.03132 0.991211 0.950051 1.00913 0.873654 1.81163
threshold=0 1 24.500000000000004 16.750000000000004 2 3 45.500000000000007 58.500000000000007 6.5000000000000009 4 6186315000.000001 4.5000000000000009 46.250000000000007 5 2019.5000000000002 36.400000000000006 42.710000000000008 6 2.5000000000000004 40.675000000000004 6789.5000000000009 7 11.000000000000002 1988.5000000000002 8 9 14.500000000000002 7.5000000000000009 12.500000000000002 6.5000000000000009
decision_type=9 9 10 8 9 9 10 10 8 9 10 8 10 9 8 10 10 9 8 10 10 9 10 10 9 9 10 10 8 10
left_child=4 26 3 -3 -1 8 -7 -8 -6 10 19 -11 13 25 -15 -16 -17 18 -10 20 21 22 24 -23 28 -13 27 -2 29 -4
right_child=1 2 9 -5 5 6 7 -9 17 11 -12 12 -14 14 15 16 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.241004651369451e-05 0.00064062237421438797 -8.2795526555656808e-07 -0.00028155854986369635 -0.00099046632853180936 4.1916554020104971e-06 -0.00029490731004976566 0.0023515216549094475 -0.0002416945730958986 0.00015055135682164432 -0.00069657241184319931 -0.0013016536720348881 -0.00090100169891222498 -0.00057868584736183945 0.0035782791500659885 0.0023685696715883609 -0.00057220026967414134 0.00028425305467383311 -7.084682743013105e-05 -0.00032603912652710674 -0.00039268059378990474 0.0030043739151751226 0.0030488816031648369 -0.00087131214611520843 -4.4771840314048463e-05 0.0011623788187137053 1.6644378711880847e-05 0.0010428409697224338 -0.00043943176370536463 -0.00083191202325711094 0.0024858506925228598
leaf_weight=241 85 44 42 45 82 284 40 105 28 98 34 105 45 64 53 143 40 204 249 113 25 92 38 58 135 150 146 34 110 25
leaf_count=241 85 44 42 45 82 284 40 105 28 98 34 105 45 64 53 143 40 204 249 113 25 92 38 58 135 150 146 34 110 25
internal_value=-0.00168357 0.000115274 -0.000557823 -0.00688889 -0.00416399 -0.00502493 -0.00713636 -0.00342466 -0.0033101 -0.000145879 0.001347 -0.00157969 -0.000865225 -0.000323741 0.00128617 -0.000168776 -0.00184783 -0.00435685 -0.00590278 0.00181534 0.00254753 0.00199601 0.00066482 0.0047205 0.00178914 -0.00218045 0.00369565 0.00116667 -0.000319149 0.00323529
internal_weight=2957 1724 1459 89 1233 992 429 145 563 1370 672 698 600 555 300 236 183 481 277 638 525 500 350 150 312 255 265 119 177 67
internal_count=2957 1724 1459 89 1233 992 429 145 563 1370 672 698 600 555 300 236 183 481 277 638 525 500 350 150 312 255 265 119 177 67
cat_boundaries=0 18 44 67 69 71 73 75 77 78 79
cat_threshold=0 0 67108864 2621444 65538 0 33685504 809631744 33622016 939524096 8224 2097408 0 0 0 32 1073741952 384 16 0 0 0 0 1 262144 0 0 0 0 2048 0 1048576 0 4096 0 0 0 8192 0 0 16777216 0 0 16384 268435456 4 0 0 0 0 0 2147483648 0 0 0 133124 10240 512 0 0 0 0 0 0 0 0 4194304 16861250 34 84953154 2 0 2080 65538 32 0 22532 142 196896
is_linear=0
shrinkage=0.04


Tree=90
num_leaves=31
num_cat=14
split_feature=7 8 7 12 7 4 12 18 8 1 3 9 3 4 3 12 1 12 4 5 3 17 3 3 4 3 1 8 3 9
split_gain=5.99411 2.89037 2.15873 2.07666 2.42986 2.15303 1.7337 1.51115 1.36105 1.86953 1.10573 1.00449 1.24317 0.921089 0.902781 0.87167 0.855331 1.42837 0.836018 0.799965 0.782799 0.706421 0.828944 0.953865 0.665441 0.642987 0.598442 0.588226 0.55559 0.554454
threshold=0 1 2 3 4 18214475000.000004 5 6 7 5.5000000000000009 2017.5000000000002 8 2007.5000000000002 54014.000000000007 2018.5000000000002 9 4.5000000000000009 10 353375000.00000006 1.5000000000000002 2023.5000000000002 11 2001.5000000000002 2010.5000000000002 481.00000000000006 2002.5000000000002 5.5000000000000009 12 2018.5000000000002 13
decision_type=9 9 9 9 9 8 9 9 9 10 10 9 10 8 8 9 10 9 8 10 8 9 8 8 10 10 8 9 8 9
left_child=3 25 26 5 -5 -1 19 -7 9 15 11 -8 13 -13 -9 -6 -15 -18 -10 21 -20 24 -23 -24 -4 -2 -3 -16 -25 -30
right_child=1 2 6 4 8 7 10 14 18 -11 -12 12 -14 16 27 -17 17 -19 20 -21 -22 22 23 28 -26 -27 -28 -29 29 -31
leaf_value=-0.00093967076952822031 -0.00047129201147285473 0.00040675618664458567 0.0002236339001979104 -0.0004054138995950041 -1.6717555603662505e-06 0.00091274364796419157 -0.00063369011235735683 -0.0005691299844487219 0.00024240159867950696 -0.00017597317912496636 -0.00092103956581212286 0.00068826337991175987 0.0011494312363386073 0.00038584302490711763 -0.0001010587568341137 4.0197640247043866e-05 -0.00094718800998453648 6.8565831972620115e-05 -0.00071183036312412191 -0.00025117707221134823 -9.2391627422045989e-05 -0.00039862116008539063 0.0017040576860344813 -0.0003620225775961927 -0.00058751818195695198 1.8629152605953438e-05 0.0081399661602436172 -0.00027615017909880633 0.00014866954222100048 0.00061912283381545304
leaf_weight=43 170 66 75 123 109 26 161 54 41 71 37 41 28 70 192 124 110 139 70 46 205 46 54 48 27 35 39 202 145 285
leaf_count=43 170 66 75 123 109 26 161 54 41 71 37 41 28 70 192 124 110 139 70 46 205 46 54 48 27 35 39 202 145 285
internal_value=-0.00147069 0.000146969 0.000798319 -0.00352478 -0.00209549 -0.00549242 0.000332577 -0.0048 -0.00101426 0.000888889 -0.00127303 -0.000836364 0.000300752 -0.00033241 -0.00534521 0.00264957 -0.0010625 -0.00216 -0.00281346 0.00162822 -0.00369565 0.00199706 0.00251273 0.00300188 -0.00106195 -0.00416667 0.00603448 -0.00465823 0.00242171 0.00287703
internal_weight=2882 1622 1417 1260 743 517 1312 474 620 304 586 549 388 360 448 233 319 249 316 726 275 680 578 532 102 205 105 394 478 430
internal_count=2882 1622 1417 1260 743 517 1312 474 620 304 586 549 388 360 448 233 319 249 316 726 275 680 578 532 102 205 105 394 478 430
cat_boundaries=0 18 48 65 67 84 85 86 109 111 112 113 114 137 139
cat_threshold=131074 268435456 68157440 786948 65536 64 131072 268566528 67584 402653216 8224 384 268435456 0 0 32 1073741952 384 1073741824 8 4 134217728 2147483648 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 2048 2147483648 0 16777216 8 0 16384 0 0 524288 8192 268435456 1 1073741824 0 0 0 0 8192 33554432 0 0 0 0 0 0 0 16 68329472 32 0 0 67108864 524292 0 0 0 0 0 0 8192 128 0 0 0 0 1073741824 1222914 4 0 4 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 16777216 1 16436 16793888 16843808 49 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 16777216 0 24596
is_linear=0
shrinkage=0.04


Tree=91
num_leaves=31
num_cat=12
split_feature=7 8 12 9 7 0 8 11 1 5 7 10 4 4 12 3 0 12 1 0 5 9 3 3 5 1 3 3 3 3
split_gain=5.68158 4.05166 2.88881 1.80576 1.69723 1.78065 1.69585 1.5528 1.20357 1.1886 2.15909 1.09121 1.27793 1.66348 0.839605 0.682861 0.659622 1.49911 1.23592 1.31098 1.30255 0.90753 1.14663 0.961909 0.652634 0.601798 0.597942 0.594179 0.710595 0.54911
threshold=0 1 2 3 4 52.740000000000002 5 6 5.5000000000000009 1.5000000000000002 7 8 7470085000.000001 2772799500.0000005 9 2012.5000000000002 39.07500000000001 10 5.5000000000000009 45.425000000000004 2.5000000000000004 11 2019.5000000000002 2000.5000000000002 1.5000000000000002 5.5000000000000009 2006.5000000000002 2001.5000000000002 2019.5000000000002 2009.5000000000002
decision_type=9 9 9 9 9 8 9 9 10 8 9 9 10 10 9 10 10 9 10 10 10 9 8 8 10 8 10 8 8 8
left_child=2 27 7 -3 -5 11 -4 -1 -9 -8 -11 12 13 14 -6 29 17 -16 19 20 21 22 26 -23 -25 -13 -18 -2 -29 -12
right_child=1 3 6 4 5 -7 9 8 -10 10 15 25 -14 -15 16 -17 18 -19 -20 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0004058123419896731 0.00020048387321331518 0.0016382051745855363 -1.9382809670318579e-05 0.0014484090542473639 2.2398641723349045e-05 -0.00052216060160020566 0.00031514652355177478 0.00069760004012806574 -0.00070400149143026172 -0.00010098259106335661 -0.00078047207492321752 0.00026301040409286712 -0.0013493910060211078 0.0040791217741939076 2.0712681631316343e-05 -0.00085947568208304408 -0.00017353435352873703 -0.00020545982765796111 0.00064981626658266122 -0.00057010566827401024 -0.00094162441819193535 -0.00067244550389997213 -0.00053046057842827561 0.00020801887436800115 0.0015433155735330574 0.0023122149338005472 0.0011533364368926159 -0.0011759617782179533 -0.00022180500469541899 -0.00035035567558679761
leaf_weight=110 25 140 109 104 112 39 30 171 44 223 46 71 53 25 114 29 32 277 95 39 33 26 109 372 32 35 25 36 180 217
leaf_count=110 25 140 109 104 112 39 30 171 44 223 46 71 53 25 114 29 32 277 95 39 33 26 109 372 32 35 25 36 180 217
internal_value=-0.00134733 -0.000100756 -0.00381818 0.000584862 0.000187032 -0.000173333 -0.00535338 -0.000654762 0.00132743 -0.00629496 -0.00686047 5.51344e-05 -0.000265683 -1.54799e-05 -0.000220994 -0.00910891 -0.000549356 -0.00188776 0.00013089 -0.000478326 -3.1746e-05 0.00040201 -0.0020339 0.00136054 0.00187654 0.00376068 0.00241379 -0.00484127 -0.00571429 -0.00871212
internal_weight=2953 1974 979 1733 1593 1489 654 325 215 545 515 1450 1344 1291 1266 292 1154 391 763 668 629 596 166 430 404 106 57 241 216 263
internal_count=2953 1974 979 1733 1593 1489 654 325 215 545 515 1450 1344 1291 1266 292 1154 391 763 668 629 596 166 430 404 106 57 241 216 263
cat_boundaries=0 18 48 50 52 65 79 80 96 97 98 99 101
cat_threshold=131074 0 637542400 2886148 0 134217792 131072 541065216 67584 134217728 40960 256 0 0 67108864 32 128 256 1073741824 12 0 0 65536 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 0 8 0 49152 68 0 0 12288 3392 32 1073741825 144 268435457 1 0 0 524288 0 0 8192 33554432 16 0 0 128 0 4 0 0 0 1 262144 0 0 0 0 131072 10240 512 16388 0 0 0 2048 0 0 131072 0 2048 0 0 256 0 0 0 32 261 16777248 122880 0 16420
is_linear=0
shrinkage=0.04


Tree=92
num_leaves=31
num_cat=14
split_feature=7 10 0 0 7 6 12 12 6 3 0 0 18 0 0 9 6 3 6 3 18 3 5 3 5 0 0 6 0 12
split_gain=5.54567 1.80457 2.18415 1.99894 2.11517 2.18967 1.72244 1.69515 1.76005 2.29525 1.55889 1.46238 3.04394 1.43543 1.333 1.06848 3.14599 1.54033 1.01432 1.0881 0.917022 0.823269 1.12022 0.796549 0.796107 0.710027 0.60522 0.586891 0.859524 0.586853
threshold=0 1 35.850000000000009 42.250000000000007 2 3 4 5 6 2018.5000000000002 15.500000000000002 44.07500000000001 7 35.600000000000009 32.500000000000007 8 9 2002.5000000000002 10 2010.5000000000002 11 1996.5000000000002 1.0000000180025095e-35 2004.5000000000002 1.5000000000000002 18.500000000000004 38.57500000000001 12 45.425000000000004 13
decision_type=9 9 10 8 9 9 9 9 9 8 10 10 9 10 10 9 9 8 9 10 9 10 10 10 8 10 10 9 10 9
left_child=7 3 -3 4 5 -2 13 14 -9 -10 -11 12 -5 -6 25 -8 -17 -18 19 26 -4 22 -16 -20 -13 -1 -15 28 -26 -19
right_child=1 2 20 11 6 -7 15 8 9 10 -12 24 -14 18 21 16 17 29 23 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00016812383265836674 -7.8597191366824859e-05 0.0047694789391794501 0.0023359463435090079 -0.00045206331789785284 -0.00036183313102608141 0.0023641704261887853 -0.0010059975845721424 7.0284743186483918e-05 -0.00036964852317865392 6.5038416586560292e-06 -0.00014667470475778543 -0.00045504638523595985 -0.0018994060923626676 0.0025670307130094016 -0.00039650885081570663 0.0013970017288473713 -0.00068016628907532353 -0.00090395944146422387 0.00053555794089703572 -0.00028254215245752332 -6.4201958809775313e-05 -0.00046014488803606922 -0.0016865840444970103 0.0010167262325175841 -0.0010820343312957449 -2.5771855393657007e-05 -9.5336722723970985e-05 1.9316077250941534e-05 7.0486181311224526e-06 -2.4404648210847312e-05
leaf_weight=275 107 29 37 43 108 138 105 134 29 169 201 25 29 29 161 120 28 103 264 39 73 25 25 68 55 73 128 120 64 139
leaf_count=275 107 29 37 43 108 138 105 134 29 169 201 25 29 29 161 120 28 103 264 39 73 25 25 68 55 73 128 120 64 139
internal_value=-0.00141984 -7.5188e-05 0.00413333 -0.000441091 0.000232389 0.00351563 -0.000507881 -0.00366274 -0.00194853 -0.00326829 -0.00247978 -0.00320475 -0.00821918 0.000865533 -0.00522807 -0.00225296 -0.00119701 -0.00355872 0.00173913 -0.00057971 0.0018018 -0.00783019 -0.00684492 0.00303207 -0.00181132 -0.00378223 0.000886076 -0.00108333 -0.00292308 -0.00263374
internal_weight=2943 1851 139 1712 1376 245 1131 1092 533 399 370 336 72 636 559 495 390 270 528 196 110 211 186 332 264 348 157 239 119 242
internal_count=2943 1851 139 1712 1376 245 1131 1092 533 399 370 336 72 636 559 495 390 270 528 196 110 211 186 332 264 348 157 239 119 242
cat_boundaries=0 18 19 36 37 38 40 41 42 44 45 46 47 48 49
cat_threshold=131072 48 603979776 526340 589824 134217728 131072 537001984 33619968 0 32768 384 268435456 0 67108864 32 0 256 261 2 129 1048576 2097152 0 8192 0 8192 0 134217760 32 0 0 0 0 0 4224 260 84984098 1155328 34 274 4 0 24624 194 22 4 138 199680
is_linear=0
shrinkage=0.04


Tree=93
num_leaves=31
num_cat=12
split_feature=8 0 8 12 11 3 3 12 1 5 6 15 3 12 12 6 1 1 1 0 3 6 3 12 0 5 0 5 5 5
split_gain=6.22016 2.22255 2.386 2.03732 1.58625 1.65997 1.60585 1.45466 1.38636 2.42008 1.26378 0.990198 0.947349 0.915921 0.915444 1.00861 1.1898 0.906394 0.847988 0.764215 0.638511 0.763432 0.938701 0.61428 0.549759 0.514578 0.509872 0.49712 0.488966 0.461165
threshold=0 48.175000000000004 1 2 3 2018.5000000000002 1971.5000000000002 4 5.5000000000000009 2.5000000000000004 5 6 1993.5000000000002 7 8 9 4.5000000000000009 3.5000000000000004 4.5000000000000009 22.250000000000004 2019.5000000000002 10 2000.5000000000002 11 42.250000000000007 1.0000000180025095e-35 29.500000000000004 1.5000000000000002 5.5000000000000009 1.5000000000000002
decision_type=9 8 9 9 9 8 10 9 10 10 9 9 10 9 9 9 10 10 10 10 10 9 8 9 10 10 10 10 8 8
left_child=3 2 -2 19 5 -5 -6 10 9 14 -4 13 29 -7 20 17 -17 -16 -12 -1 21 22 -9 -24 -25 -18 -23 -13 -21 -10
right_child=1 -3 7 4 6 11 -8 8 12 -11 18 27 -14 -15 15 16 25 -19 -20 28 -22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012673543993365399 0.0014137572522096775 -0.00043693061054270291 -3.1931662623136959e-05 -0.00039333013590066914 0.00038045650527330111 1.2856607901348128e-05 -0.00030711918915994119 -0.0010362802539815874 -0.00048976358494336127 -0.0011133669619322361 0.0020041336379531317 -0.00027469132267565755 0.00585092005715083 -0.00010186194629710599 -0.00025495759306771505 -0.00089231317998397233 -0.00010904269777043397 -0.0011787717408270736 0.00045309976547493137 -0.00040876058438254147 -0.00097455536324730474 -0.00080893995717687514 -0.00015660206642579056 0.0010871194649395477 -6.842862256437599e-05 0.00039813775856639922 -6.7895817082401779e-05 -0.00032938398541880074 -0.00052136783201170542 0.00048018777240187659
leaf_weight=183 133 87 155 46 105 122 42 31 25 38 32 220 35 151 41 51 147 76 89 48 34 25 141 199 60 32 358 26 145 77
leaf_count=183 133 87 155 46 105 122 42 31 25 38 32 220 35 151 41 51 147 76 89 48 34 25 141 199 60 32 358 26 145 77
internal_value=-0.00180034 -0.000383591 -7.86517e-05 -0.00418562 -0.00282158 -0.00378472 0.000886076 -0.00050694 -0.00104272 -0.00147488 0.00209059 -0.00319231 0.00275362 -0.00133803 -0.00115385 -0.00284916 -0.00116183 -0.00578125 0.005 -0.00661499 -0.000419092 -0.000196319 0.000950226 0.00149626 0.00259259 0.000333333 -0.00147208 -0.00498054 -0.0085567 0.000776699
internal_weight=2954 1866 1779 1088 712 565 147 1646 1370 1233 276 519 137 273 1195 347 230 117 121 376 848 814 431 400 259 179 383 246 193 102
internal_count=2954 1866 1779 1088 712 565 147 1646 1370 1233 276 519 137 273 1195 347 230 117 121 376 848 814 431 400 259 179 383 246 193 102
cat_boundaries=0 30 44 46 48 49 50 51 52 54 55 56 57
cat_threshold=0 14 0 134217728 2147483648 0 0 0 1 0 0 33554432 2112 0 0 0 0 0 33558528 0 384 524288 20971520 8 0 32768 4 0 524288 4096 16 0 0 0 0 1 0 0 0 32768 0 2048 8192 1049600 67150082 2 16420 512 84943104 262 67108864 16861184 100354 34 26 202 98304
is_linear=0
shrinkage=0.04


Tree=94
num_leaves=31
num_cat=9
split_feature=7 8 8 7 12 12 0 3 11 2 2 2 2 0 2 0 2 2 2 0 12 2 0 2 3 2 3 2 12 2
split_gain=4.61845 2.73917 2.61062 2.44595 2.19376 2.07226 1.94761 1.98645 1.71846 1.79073 1.50957 1.38406 1.38097 1.34642 1.58905 1.28714 1.26339 1.32013 1.24161 1.20942 1.1233 1.34782 1.23734 1.13875 1.04977 1.03592 0.992641 2.37026 1.2399 0.98245
threshold=0 1 2 3 4 5 40.250000000000007 1989.5000000000002 6 15.500000000000002 67.500000000000014 75.500000000000014 403.00000000000006 10.500000000000002 4.5000000000000009 39.07500000000001 55.500000000000007 15.500000000000002 49.500000000000007 44.07500000000001 7 114.50000000000001 39.07500000000001 155.00000000000003 2000.5000000000002 49.500000000000007 2017.5000000000002 8.5000000000000018 8 45.500000000000007
decision_type=9 9 9 9 9 9 8 8 9 8 10 8 8 10 10 10 8 10 10 10 9 8 10 10 8 10 10 10 9 8
left_child=2 19 5 12 -4 10 7 -5 9 -9 -1 24 -3 18 -15 25 17 -8 -7 29 21 -13 -22 -23 -10 -11 28 -28 -26 -2
right_child=1 3 4 6 -6 13 16 8 11 15 -12 20 -14 14 -16 -17 -18 -19 -20 -21 22 23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00025825011033525413 0.0026515795653654097 0.004173366707350361 2.0719573180443263e-05 0.0043634785651886073 -0.00042928603175411694 -0.0001054219180954874 -0.00037425527967567264 -0.00076211053606598965 -0.00044756305708141045 0.00014734858312870358 6.2556158110638191e-05 -0.0019632362162447237 -0.00085315915111230825 1.8317309440476492e-05 4.0277112183062518e-06 -0.00048293852537490523 -8.2518801906026335e-05 -0.00088967249832709431 -0.00082483254650242085 -6.6725919414523103e-06 -0.00060041574709380542 0.00024092388225923855 0.00074540466115617936 -0.0011875758868038844 0.00099839241063556013 -0.00020366620984439978 0.00051917562557218138 -0.0011364656534658124 7.0261636232054058e-05 0.0034756127581418638
leaf_weight=83 46 66 102 26 509 43 108 81 39 60 25 27 39 35 256 41 114 68 25 41 60 39 42 35 110 50 28 42 626 55
leaf_count=83 46 66 102 26 509 43 108 81 39 60 25 27 39 35 256 41 114 68 25 41 60 39 42 35 110 50 28 42 626 55
internal_value=-0.00138946 -0.000161812 -0.00345271 -0.000619159 -0.00517685 -0.00112971 -0.00102054 -0.000367253 -0.000593286 -0.0036214 -0.00571429 0.000113314 0.005 0.000378378 0.00157534 -0.00118421 -0.00398625 -0.00610169 -0.00463768 0.00496732 -0.00284314 -0.00553571 0.000353982 -0.0032 0.000827423 0.00108108 0.00114002 -0.00338028 0.00157395 0.00764706
internal_weight=2921 1843 1078 1701 611 467 1596 1306 1280 232 108 1048 105 359 291 151 290 176 68 142 203 101 102 74 845 110 806 70 736 101
internal_count=2921 1843 1078 1701 611 467 1596 1306 1280 232 108 1048 105 359 291 151 290 176 68 142 203 101 102 74 845 110 806 70 736 101
cat_boundaries=0 18 38 67 84 85 86 89 91 93
cat_threshold=16384 32 67379200 526852 2 134225920 131072 272760832 2048 48 8224 64 0 0 67108864 32 1073741952 384 16 2048 0 0 0 1 0 0 0 0 0 0 0 0 0 4096 0 0 0 10240 0 4 0 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 20971520 0 0 0 0 0 524288 0 0 0 8192 32 0 0 8192 0 0 32768 0 0 0 0 0 16 16794688 34112 16416 0 524288 132194 32 83888384 2
is_linear=0
shrinkage=0.04


Tree=95
num_leaves=31
num_cat=11
split_feature=7 12 0 6 0 0 0 7 15 9 3 12 3 3 9 4 3 17 1 4 12 1 3 0 1 3 1 4 9 0
split_gain=3.90746 2.76622 1.63829 1.94719 1.40886 1.35413 2.57774 1.42183 1.34298 1.28849 1.6221 1.21397 1.83635 1.14935 1.09804 1.88265 1.45256 1.0356 1.57365 1.03077 1.02269 0.994832 0.905853 0.761754 0.752836 0.711996 0.682979 0.569542 0.816429 0.535996
threshold=0 1 24.500000000000004 2 48.175000000000004 32.500000000000007 38.57500000000001 3 4 5 2000.5000000000002 6 2020.5000000000002 2007.5000000000002 7 1188.0000000000002 1998.5000000000002 8 5.5000000000000009 86.000000000000014 9 5.5000000000000009 1996.5000000000002 40.250000000000007 4.5000000000000009 2002.5000000000002 2.5000000000000004 680725000.00000012 10 40.675000000000004
decision_type=9 9 10 9 8 10 10 9 9 9 8 9 8 10 9 10 10 9 8 10 9 8 10 10 10 10 10 8 9 10
left_child=5 2 -2 9 8 11 -7 -8 -3 10 -4 12 -1 -5 16 19 20 29 25 23 -10 -12 26 -16 -22 -19 -13 -9 -29 -11
right_child=1 4 3 13 -6 6 7 27 14 17 21 22 -14 -15 15 -17 -18 18 -20 -21 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00027632640250224938 -0.00096695645394106577 0.00039964871520105306 -0.00087530721350855597 0.0023007726742245893 -0.00047860021868359584 -0.00054927343951710844 -2.2821987402608103e-05 -0.0020975681847207996 -0.00013540674091593985 0.00054912107582847367 0.00023970660797079546 0.0021753744206297653 6.089924015171278e-06 -4.2081112872693891e-06 -0.00064715906991111185 0.00063506396666653583 -0.00055662829430783492 0.0016009761642772702 0.0035305099408634534 -0.0010749221766003104 -9.3404220001502844e-05 -0.00095022873076182183 0.0011137113276156897 -0.00028804910014684993 0.00047106678751283936 -0.00040544003975263366 -0.0001004165541598212 -4.3684317850321012e-05 -0.00040851949012051138 -0.00031410932578040729
leaf_weight=25 47 119 30 219 40 48 207 33 129 78 134 25 292 51 228 55 100 83 33 27 45 33 31 35 91 34 292 104 250 45
leaf_count=25 47 119 30 219 40 48 207 33 129 78 134 25 292 51 228 55 100 83 33 27 45 33 31 35 91 34 292 104 250 45
internal_value=-0.0012753 2.39952e-05 0.00172932 0.00221323 -0.00152273 -0.00289833 -0.00423017 -0.0034958 -0.00118072 0.000582121 -0.00182692 -0.00165165 0.000182927 0.00483986 -0.00183079 -0.00342697 -0.000265957 0.00232394 0.00447205 -0.004811 0.0012782 -0.000357143 -0.0032312 -0.00401515 0.00353741 0.00254237 -0.00396226 -0.00487437 -0.00450704 -0.000447761
internal_weight=2963 1656 787 740 869 1307 642 594 829 470 197 665 317 270 710 345 365 273 150 290 265 167 348 263 136 117 317 387 354 123
internal_count=2963 1656 787 740 869 1307 642 594 829 470 197 665 317 270 710 345 365 273 150 290 265 167 348 263 136 117 317 387 354 123
cat_boundaries=0 18 19 20 37 38 40 41 43 44 46 48
cat_threshold=2 268435472 67117056 524292 2 134225984 131072 805437440 67584 32 40992 128 0 268435456 67108864 32 1073741952 384 83894594 388 2 0 67117056 4 0 134217728 0 0 67584 0 0 0 0 0 0 0 1073741824 2281701376 0 2048 68217858 1073741824 10368 11 66592 32 0 28704
is_linear=0
shrinkage=0.04


Tree=96
num_leaves=31
num_cat=9
split_feature=7 8 12 12 2 0 0 7 2 2 0 3 4 2 11 12 15 2 11 0 2 2 2 2 2 5 0 2 2 0
split_gain=4.45666 4.15844 2.38765 1.84317 1.58811 1.56118 1.53744 1.49825 1.48276 3.1451 1.37804 1.3078 1.20983 1.18098 1.13405 1.10476 0.865712 2.1987 1.22402 0.851769 0.846277 0.831066 0.783182 0.776893 1.03465 0.770226 1.04646 1.1134 1.29892 0.742311
threshold=0 1 2 3 11.500000000000002 31.500000000000004 30.500000000000004 4 44.500000000000007 58.500000000000007 40.250000000000007 2016.5000000000002 11633120000.000002 4.5000000000000009 5 6 7 81.500000000000014 8 16.750000000000004 147.50000000000003 1.5000000000000002 10.500000000000002 42.500000000000007 10.500000000000002 5.5000000000000009 36.400000000000006 80.500000000000014 40.500000000000007 38.57500000000001
decision_type=9 9 9 9 8 8 10 9 8 10 8 8 8 8 9 9 9 10 9 10 10 10 10 10 10 8 8 10 8 10
left_child=3 -2 10 5 21 8 -6 16 -1 -10 13 -9 -12 -3 -13 -8 17 18 -5 -11 -15 -4 -20 24 -18 -17 -27 28 -28 -7
right_child=1 2 4 7 6 29 15 11 9 19 12 14 -14 20 -16 25 23 -19 22 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00026022462302464076 -0.00034932798631505336 -0.00090799522790312897 -0.00012106968755333015 -0.00017868646157985781 -0.00093061834988191101 -0.0006424736660324015 -6.3820361183530848e-06 -0.0011511596524540835 0.0023886587160863114 -0.00025826285189740618 5.1658838358967784e-05 1.1924720770402076e-05 -0.00080689708703921784 0.00020419266750757004 -0.00032031306938364425 0.0028543362154583463 -0.00062062464475630462 0.0010610387492845064 1.5950045997641383e-05 -0.00012666539449057268 -0.0011388235762159126 0.00092555358153944666 5.4905675527905372e-06 -0.00020285328078802677 0.00011050226395880713 0.0024901648527195877 -0.00026490840204051124 -0.0011511055572196228 0.0016840991675007189 -0.00045114932032127799
leaf_weight=149 230 51 29 107 35 25 385 40 51 52 46 110 110 309 193 31 28 26 33 39 33 263 112 52 61 49 60 29 51 159
leaf_count=149 230 51 29 107 35 25 385 40 51 52 46 110 110 309 193 31 28 26 33 39 33 263 112 52 61 49 60 29 51 159
internal_value=-0.00143778 -0.00010453 0.000683646 -0.00325321 0.0019088 -0.00522634 0.000811232 -0.00196636 -0.00349315 -0.000559441 -0.00139286 -0.00389831 -0.00458599 -0.000152284 -0.00309211 0.00128713 -0.000325581 0.000968858 -0.000158103 -0.005 0.000699708 0.0043686 0.00217949 -0.00276316 -0.000666667 0.0034632 0.00263158 0.000851064 0.00267857 -0.00821622
internal_weight=2948 1711 1481 1237 932 475 640 762 291 142 549 343 156 393 303 605 419 278 252 91 342 292 145 141 89 220 189 140 111 184
internal_count=2948 1711 1481 1237 932 475 640 762 291 142 549 343 156 393 303 605 419 278 252 91 342 292 145 141 89 220 189 140 111 184
cat_boundaries=0 18 45 46 48 57 58 60 61 63
cat_threshold=1 268435472 67117056 526852 524288 134217794 131072 805437440 33622016 0 8224 192 268435456 0 0 0 128 384 1073741824 12 4 0 2147549184 0 0 0 0 0 0 2048 0 0 0 0 0 0 4096 0 0 0 16777216 8 0 16384 68 248864 140544 34 0 0 0 2560 0 0 131072 537001984 2048 49156 8194 34 67108864 4 1024
is_linear=0
shrinkage=0.04


Tree=97
num_leaves=31
num_cat=9
split_feature=8 7 7 3 2 8 2 4 15 5 2 2 0 3 3 3 10 4 7 9 4 0 1 4 9 4 2 3 2 2
split_gain=3.9988 2.89051 2.02932 1.6536 1.70167 1.5622 1.40226 1.9986 1.78956 1.33023 1.68831 1.06566 1.00498 1.00372 1.38648 1.08305 0.993372 1.50554 1.38125 1.01502 1.35179 0.949235 0.881126 0.835186 1.13005 0.929285 0.923735 1.53857 0.791022 0.889064
threshold=0 1 2 2020.5000000000002 199.50000000000003 3 11.500000000000002 208770000.00000003 4 1.0000000180025095e-35 283.00000000000006 18.500000000000004 35.600000000000009 1989.5000000000002 2000.5000000000002 2003.5000000000002 5 925740000.00000012 6 7 28.000000000000004 40.250000000000007 5.5000000000000009 20282.500000000004 8 199.50000000000003 5.5000000000000009 2019.5000000000002 81.500000000000014 58.500000000000007
decision_type=9 9 9 8 10 9 8 10 9 10 8 8 10 8 8 8 9 10 9 9 10 8 10 10 9 8 8 8 10 10
left_child=3 6 11 4 -1 9 -2 8 28 10 -4 -3 -13 -7 -15 -16 17 -17 -18 23 21 -21 -5 24 25 -20 -26 -28 29 -8
right_child=1 2 5 22 -6 13 7 -9 -10 -11 -12 12 -14 14 15 16 18 -19 19 20 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00082344246710970743 1.531204415776699e-05 5.292186457531045e-05 0.00069321081815864715 -8.7100293420476761e-05 -0.00025403299680935019 0.001641624834544615 -0.00018042036935391083 -0.0014619221086540435 1.086573710423977e-05 -0.00071126875708344534 -4.4461062371077277e-05 0.00050040480412135932 0.0026038089638512219 -0.00077927208533942857 0.0028147733049998891 -0.0011018458196826941 -0.00052676198847521503 0.0024987190952445106 -0.00021428895006138761 0.00014283425453943011 0.0038891379276155646 -0.00026032790660799774 -0.00031284851511056646 -0.00079305796893855527 6.3700656441554316e-05 1.4731574959938599e-05 3.6081590488876717e-05 -0.0016204478225492025 -4.928872801833961e-05 -0.0006457971680232078
leaf_weight=50 94 75 136 269 26 35 125 46 147 25 60 42 100 60 31 79 117 27 30 214 66 42 70 43 35 745 32 62 37 27
leaf_count=50 94 75 136 269 26 35 125 46 147 25 60 42 100 60 31 79 117 27 30 214 66 42 70 43 35 745 32 62 37 27
internal_value=-0.00087517 -0.000267401 0.000387034 -0.00446009 -0.00987013 -5.40541e-05 -0.00303901 -0.00417755 -0.00308605 0.00301724 0.00426396 0.00394737 0.00615385 -0.000491099 -0.000643939 -0.000406824 -0.000562626 -0.00410256 -0.000257695 0.000140625 0.00204204 0.00077821 -0.00335294 -0.000521921 -0.000265193 0.000330789 -0.00357143 -0.00589474 -0.0055 -0.00705882
internal_weight=2947 2532 2056 415 76 1839 476 382 336 221 196 217 142 1618 1583 1523 1492 106 1386 1269 322 256 339 947 904 775 129 94 189 152
internal_count=2947 2532 2056 415 76 1839 476 382 336 221 196 217 142 1618 1583 1523 1492 106 1386 1269 322 256 339 947 904 775 129 94 189 152
cat_boundaries=0 29 47 64 93 94 95 112 114 116
cat_threshold=268435456 8 0 0 2147491840 0 0 0 0 0 0 0 2112 0 0 0 0 0 33554432 0 384 0 0 8 0 16384 4 0 128 0 0 603987968 526336 65536 134217792 131072 0 0 134217760 8224 384 0 0 67108864 32 0 128 268566528 268435457 1048576 0 0 2 0 8192 33554432 0 0 64 128 268435456 0 0 16 1073741840 0 0 134217728 0 1 0 2147483648 0 0 0 0 8192 1048576 0 4096 0 0 0 8192 0 0 4194304 0 0 0 0 0 524288 67108864 5 0 0 0 4 2 0 0 0 2048 0 0 0 0 0 0 0 4096 256 14356 0 14336
is_linear=0
shrinkage=0.04


Tree=98
num_leaves=31
num_cat=6
split_feature=7 8 7 8 2 2 2 0 9 4 2 3 4 0 3 4 2 2 2 1 2 3 2 3 7 2 2 3 1 0
split_gain=4.7196 2.18587 2.11563 2.10312 1.74281 4.04764 1.70725 1.29037 1.3701 1.92589 1.38326 1.17804 1.09027 1.06909 1.06861 1.84291 1.50868 1.17978 1.06238 1.34312 0.828221 1.4349 0.856306 0.833163 0.823213 1.04644 1.00718 0.80956 0.835863 0.752469
threshold=0 1 2 3 70.500000000000014 30.500000000000004 129.50000000000003 42.250000000000007 4 6050.0000000000009 4.5000000000000009 2003.5000000000002 850.00000000000011 43.675000000000004 2019.5000000000002 8181455000.000001 10.500000000000002 39.500000000000007 3.5000000000000004 5.5000000000000009 11.500000000000002 1989.5000000000002 1.5000000000000002 2005.5000000000002 5 38.500000000000007 18.500000000000004 2008.5000000000002 5.5000000000000009 10.500000000000002
decision_type=9 9 9 9 10 10 10 8 9 8 8 8 8 10 8 8 10 10 10 8 8 10 10 10 9 8 10 10 8 10
left_child=3 6 4 12 5 18 27 8 9 -4 -10 -5 -1 -9 17 -16 -17 -12 -3 -20 22 -22 -11 -23 29 26 -26 28 -2 -14
right_child=1 2 7 11 -6 -7 -8 13 10 20 14 -13 24 -15 15 16 -18 -19 19 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00027884629272325158 0.00023411744077129982 0.0030661900533938179 -0.00069557301550862152 -0.00071968027535110226 -0.0010046854135382689 0.0065726167547034463 0.0029114904645640392 -0.0024918698194684907 -0.0015118367406455491 -0.00052557759967832853 0.0031936418132360702 -0.00022446927966083053 -0.00032233907614255487 -0.0001806502386133957 0.0031737086947903493 0.00099111641278202709 -0.0014164626351159627 5.0873000760276457e-05 -0.00048416177460431698 0.0042285708251210254 -2.3614859256362308e-05 -0.0012332350149779003 0.00033450732034545183 -0.0006587218429567088 5.0804989992272456e-05 -0.00010707367011555392 7.3600753557414574e-05 0.0023561748230689263 -0.00064894032789332813 -4.578995516261841e-05
leaf_weight=32 150 46 86 46 35 37 29 45 31 25 43 542 75 223 37 44 67 27 75 37 392 52 195 68 51 61 30 26 29 326
leaf_count=32 150 46 86 46 35 37 29 45 31 25 43 542 75 223 37 44 67 27 75 37 392 52 195 68 51 61 30 26 29 326
internal_value=-0.00121498 7.73481e-05 -0.000469543 -0.00318569 0.00298755 0.00459184 0.00359184 -0.0010847 -0.000468165 -0.00125452 0.00207692 -0.00487479 -0.00139932 -0.00356877 0.00328767 0.00134228 -0.00125 0.00732394 0.00176101 -0.000353982 -0.000600273 -0.00148148 0.00144796 -0.00528926 -0.000992647 0.00156863 0.00463415 0.00242718 0.00144444 -0.0018932
internal_weight=2962 1799 1565 1163 230 195 234 1335 1067 818 249 588 575 268 218 148 111 70 158 112 732 512 220 120 543 142 81 205 179 401
internal_count=2962 1799 1565 1163 230 195 234 1335 1067 818 249 588 575 268 218 148 111 70 158 112 732 512 220 120 543 142 81 205 179 401
cat_boundaries=0 18 47 61 90 92 100
cat_threshold=2 0 67379200 526340 65536 64 131072 268566528 33622016 0 8224 256 268435456 0 67108864 32 1073741824 128 1073741840 1048576 0 0 0 1 0 0 0 0 0 131076 2048 0 268435456 0 0 0 0 8192 0 0 4194304 0 0 0 64 0 524288 268435457 1 0 8192 0 134217728 0 8192 0 134225968 0 64 144 268435456 268435456 4 0 0 0 0 262144 2147483648 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 16777216 0 0 16384 0 0 524288 256 30752 0 0 67108864 4 0 0 131072 131072
is_linear=0
shrinkage=0.04


Tree=99
num_leaves=31
num_cat=14
split_feature=8 7 9 7 3 11 7 15 4 14 4 9 4 8 17 2 2 17 16 1 2 4 2 3 2 2 2 7 2 2
split_gain=4.34086 3.46511 2.12858 1.69234 1.55148 1.52499 1.57999 1.45258 1.27983 1.26911 1.71504 1.22861 3.58329 1.25349 1.20804 1.14874 1.20384 1.10896 0.992138 0.90052 1.22241 0.761705 0.734793 0.726697 0.936433 0.725489 0.696824 0.680694 0.680597 1.41135
threshold=0 1 2 3 2018.5000000000002 4 5 6 775.00000000000011 7 313.50000000000006 8 93035.500000000015 9 10 64.500000000000014 45.500000000000007 11 12 4.5000000000000009 11.500000000000002 11633120000.000002 11.500000000000002 2004.5000000000002 50.500000000000007 136.50000000000003 15.500000000000002 13 28.500000000000004 10.500000000000002
decision_type=9 9 9 9 8 9 9 9 10 9 8 9 10 9 9 10 8 9 1 10 10 8 10 8 8 8 10 9 10 10
left_child=4 21 -3 8 -1 7 -7 -6 15 19 -11 12 14 22 25 16 -4 -15 -19 20 -5 -2 -13 -16 -25 -12 -23 28 29 -9
right_child=1 2 3 9 5 6 -8 27 -10 10 11 13 -14 17 23 -17 -18 18 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00053877449172432532 0.0012959086845576095 0.0015311505645113856 -0.00018251657777931029 0.002200718946331648 -0.00020011735304066748 -2.8001541379296668e-06 -0.00039684332293461467 -0.00019228506589143989 -0.0014042553375650968 -0.00081892834299402751 -1.9503709742565435e-05 0.0024215412159715299 -0.0022368975140707194 -0.0007047727380140856 0.001801205010618645 -0.0014080902132774754 0.00064475798457529264 4.8838080729893821e-05 -0.0007224990118174546 0.0010742535170978585 -0.00072559923217013994 0.00010474039702543792 0.000225883838989418 -0.00045543611812099983 -0.0016638050036178243 0.00037765987597442318 0.0020665168277668043 1.653116059799231e-05 -0.00018035191557402185 3.0009150919809714e-05
leaf_weight=94 48 112 97 28 146 101 248 29 44 41 117 31 31 102 27 35 43 623 72 63 29 85 69 110 44 28 85 210 104 46
leaf_count=94 48 112 97 28 146 101 248 29 44 41 117 31 31 102 27 35 43 623 72 63 29 85 69 110 44 28 85 210 104 46
internal_value=-0.00135916 -0.000263291 -0.000865111 -0.00124012 -0.00351871 -0.00302825 -0.00505556 -0.00157509 -0.00443478 -0.000715288 -0.00108729 -0.000828685 -0.00277174 -2.20264e-05 -0.00159021 -0.00306818 -0.00141844 -0.000569307 2.83286e-05 0.00305344 -0.000344828 0.00436681 0.00396396 -0.00364583 -0.00490323 0.00115385 0.00327485 -0.00025 -0.002 0.000789474
internal_weight=2942 1964 1746 1634 978 884 349 535 219 1415 1295 1254 357 897 326 175 140 797 695 120 57 218 100 181 154 145 170 389 179 75
internal_count=2942 1964 1746 1634 978 884 349 535 219 1415 1295 1254 357 897 326 175 140 797 695 120 57 218 100 181 154 145 170 389 179 75
cat_boundaries=0 30 47 49 67 69 77 78 79 81 100 101 102 103 111
cat_threshold=1073741824 8 4 134217728 65536 0 0 0 0 0 0 131328 2048 0 0 0 0 0 33554432 0 384 0 20971520 8 0 0 4 0 524288 8192 0 1 537919488 2048 32 0 4194304 8192 33554432 0 0 0 128 0 0 0 1073741840 1073742464 128 0 0 0 524288 0 134217728 131072 0 0 48 32768 384 0 0 67108864 32 0 128 32800 2147483648 0 128 0 4 0 0 0 537001984 2148532224 145 0 12336 0 4 0 0 0 0 0 2147483648 0 0 0 0 8192 0 0 4096 0 0 4096 41 34 2 0 0 67108864 4 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=100
num_leaves=31
num_cat=12
split_feature=7 8 12 9 1 7 2 3 2 3 12 2 3 2 2 2 13 2 2 3 18 12 6 2 3 2 16 9 3 2
split_gain=4.8231 3.76885 3.1884 2.98422 2.91303 1.73867 2.81246 1.51946 1.24534 1.21516 1.7736 1.40057 1.35572 1.15416 1.6266 1.12843 1.17498 1.37678 1.09122 1.75371 1.14963 1.09599 1.23852 0.999958 0.829755 1.19666 0.744098 0.724718 1.81038 1.04937
threshold=0 1 2 3 4.5000000000000009 4 22.500000000000004 2021.5000000000002 595.00000000000011 2014.5000000000002 5 4.5000000000000009 1998.5000000000002 84.500000000000014 99.000000000000014 9.5000000000000018 6 28.500000000000004 44.500000000000007 2001.5000000000002 7 8 9 49.500000000000007 1996.5000000000002 416.00000000000006 10 11 1971.5000000000002 104.50000000000001
decision_type=9 9 9 9 10 9 8 8 8 10 9 10 10 8 8 10 9 10 10 10 9 9 9 10 10 10 1 9 10 10
left_child=2 27 7 5 -5 6 -3 -1 -8 10 12 -12 -6 18 -15 -4 17 26 20 -20 -7 -22 -23 -18 25 -16 -17 28 29 -2
right_child=1 3 15 4 9 13 8 -9 -10 -11 11 -13 -14 14 24 16 23 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00097186340585530217 -6.045817174555879e-05 -0.00055867110453739605 -0.00038182457025030207 0.0040949130584703401 0.0035858079941990086 0.0010312833764139385 0.0029634096203371742 -0.00024979089937353648 0.00038854996893867622 0.0038522447586166208 -0.0010901369161923924 0.00033083270007079336 -0.00066876438956850134 -0.0012828930707327402 -0.00027924893338315826 -6.7160455727552918e-05 -3.1899493646783126e-05 -0.00014922320493720775 6.3855571880111483e-06 0.0020295360780994542 -0.00017089789119388856 -0.00017454330671196061 0.00033380985444978254 0.00014875102504323224 -0.00080150144949616472 0.0030142078387758531 2.8945555096129284e-05 -0.00044363605803368958 -0.00048699365790131569 0.0019838561546561095
leaf_weight=69 100 31 122 31 74 47 49 366 37 33 29 128 26 27 175 40 94 156 97 33 444 112 184 66 28 34 65 133 90 29
leaf_count=69 100 31 122 31 74 47 49 366 37 33 29 128 26 27 175 40 94 156 97 33 444 112 184 66 28 34 65 133 90 29
internal_value=-0.00132203 -0.000171544 -0.0035996 0.000650307 0.00403614 -0.000213904 0.00421875 -0.0061435 0.00827586 0.0028866 0.00193798 -0.000833333 0.00576577 -0.000687919 -0.00301887 -0.00148014 -0.000521327 -0.00213235 -2.17865e-05 0.00335878 -0.000583756 -0.00097166 0.000912052 0.00210526 -0.00193277 -0.00104762 0.00132075 -0.00385675 -0.00217391 0.000769231
internal_weight=2949 1971 978 1619 321 1298 117 435 86 290 257 157 100 1181 264 543 421 261 917 130 787 740 296 160 237 209 105 352 219 129
internal_count=2949 1971 978 1619 321 1298 117 435 86 290 257 157 100 1181 264 543 421 261 917 130 787 740 296 160 237 209 105 352 219 129
cat_boundaries=0 18 48 50 52 69 70 71 72 74 75 76 78
cat_threshold=2 268435472 67117056 524292 0 0 131072 4325376 33554432 268435488 8224 2097280 16 0 0 0 1073741952 128 1073741824 2060 0 134217728 2147549184 0 0 2147483648 0 0 0 2304 0 0 0 0 0 0 33558528 0 2147483904 0 4194304 8 0 0 64 0 0 4096 139522 34 262145 30724 0 0 0 0 2 64 0 0 2048 16 0 0 0 268435456 0 0 16 258 10 4 107522 32 12 2 0 2084
is_linear=0
shrinkage=0.04


Tree=101
num_leaves=31
num_cat=11
split_feature=7 7 8 0 0 0 3 9 3 3 6 3 7 0 0 0 15 0 8 0 13 0 0 3 0 1 17 5 13 3
split_gain=3.4764 2.06199 2.00416 1.93961 1.84958 1.75928 1.73308 1.51073 1.83358 1.50678 0.996554 0.889435 1.02208 0.872421 1.26462 1.19089 0.630049 1.05974 0.940238 1.05143 0.690471 0.602576 0.602566 0.517976 0.506887 0.408181 0.600722 0.384809 0.37991 0.353049
threshold=0 1 2 40.250000000000007 40.675000000000004 43.175000000000004 2001.5000000000002 3 1988.5000000000002 1998.5000000000002 4 2011.5000000000002 5 35.600000000000009 23.500000000000004 40.250000000000007 6 39.07500000000001 7 10.500000000000002 8 46.250000000000007 46.250000000000007 2011.5000000000002 30.500000000000004 5.5000000000000009 9 3.5000000000000004 10 2003.5000000000002
decision_type=9 9 9 10 10 10 10 9 10 8 9 8 9 10 8 10 9 10 9 10 9 10 10 10 10 10 9 8 9 10
left_child=3 13 6 9 7 -6 28 16 10 -1 -9 -11 23 14 -2 -15 17 -4 19 -18 -21 -7 -5 -13 -22 26 27 -20 -3 -10
right_child=1 2 4 22 5 21 -8 8 29 11 -12 12 -14 15 -16 -17 18 -19 25 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00054438893458407021 -0.00019341164527162392 -0.00036596273680938651 -0.00019960588878717545 -0.00010079518849082092 -0.0023671416663171387 -6.5281017567286886e-05 0.0024763440386483993 1.1169976442459983e-07 -0.00068282211866623756 0.001739758001937588 0.0014160384246250856 1.6886182415234431e-05 0.0017939329883763123 -0.001036243240636452 0.00075596094086300531 -3.2942072366459739e-05 -0.00056059978904535515 0.00039451708090304294 -0.00041433069127243982 -4.5533856648489747e-05 5.9751972855650596e-05 -0.00036807038813375215 -0.00061374539034574126 -0.00017593589942187295 1.3785356265572091e-06 0.00038762770829656293 -0.00019302354934652043 -0.0011012601996913673 0.00024599559941094638 -7.6759852435941416e-05
leaf_weight=44 56 116 179 109 27 73 28 104 33 49 109 99 132 137 44 40 68 41 87 205 74 96 41 26 46 27 527 105 105 94
leaf_count=44 56 116 179 109 27 73 28 104 33 49 109 99 132 137 44 40 68 41 87 205 74 96 41 26 46 27 527 105 105 94
internal_value=-0.00137577 -0.00199836 -0.00155916 0.00164384 -0.0020042 -0.00568528 0.00176923 -0.00158824 0.000797721 0.00330484 0.00308411 0.00429967 0.00333333 -0.00520833 -0.00237624 -0.00707865 -0.00217518 -0.00415584 -0.00175652 -0.000148515 0.000797546 -0.00411765 -0.00211921 0.000441176 0.00305344 -0.00258917 -0.00280556 -0.00472906 0.000630631 -0.00296875
internal_weight=2921 2421 2144 500 1895 196 249 1699 340 350 213 306 257 277 100 177 1359 220 1139 393 325 169 150 125 120 746 719 192 221 127
internal_count=2921 2421 2144 500 1895 196 249 1699 340 350 213 306 257 277 100 177 1359 220 1139 393 325 169 150 125 120 746 719 192 221 127
cat_boundaries=0 17 35 64 66 67 76 77 104 105 106 107
cat_threshold=268435456 129 537919488 2105344 32 0 0 536879104 2048 134217744 0 64 128 268435456 0 0 4112 0 16 67108864 524800 524288 134217728 0 268435456 33554432 8192 8224 128 268435456 0 0 0 0 128 16 0 4 0 0 1 0 0 0 0 0 0 10240 512 0 4096 0 0 4096 0 0 0 0 0 0 0 0 0 524288 256 22544 28 0 128 536870912 0 0 0 0 536870912 2048 2156920832 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 64 2 10 10
is_linear=0
shrinkage=0.04


Tree=102
num_leaves=31
num_cat=7
split_feature=7 8 9 2 2 2 17 12 2 2 0 2 0 7 0 2 2 2 0 2 2 0 2 8 2 2 3 0 2 0
split_gain=4.4077 2.68138 2.41242 2.53378 1.83042 2.12537 1.70076 1.91224 1.61828 2.01893 1.35166 1.28035 1.26667 0.953052 1.35197 1.25536 0.930579 1.76032 1.66022 1.83997 0.918838 1.3942 0.885417 0.846706 1.06209 2.23697 1.32429 1.53402 1.07849 1.22575
threshold=0 1 2 898.00000000000011 277.00000000000006 59.500000000000007 3 4 104.50000000000001 75.500000000000014 37.250000000000007 31.500000000000004 35.600000000000009 5 12.250000000000002 39.500000000000007 11.500000000000002 2.5000000000000004 42.960000000000008 44.500000000000007 15.500000000000002 29.500000000000004 16.500000000000004 6 38.500000000000007 48.500000000000007 2018.5000000000002 40.250000000000007 89.500000000000014 42.710000000000008
decision_type=9 9 9 10 8 10 9 9 10 8 10 10 10 9 8 10 8 10 8 8 10 10 10 9 8 8 10 10 8 10
left_child=2 8 22 4 5 -4 -3 16 9 10 -2 -12 -10 15 -15 20 17 -8 19 -18 21 -9 -1 -16 26 -26 27 -25 -27 -30
right_child=1 6 3 -5 -6 -7 7 13 12 -11 11 -13 -14 14 23 -17 18 -19 -20 -21 -22 -23 -24 24 25 28 -28 -29 29 -31
leaf_value=-0.00068231236713600651 -0.0006288991272242584 -0.00045202809368106501 0.0010629288903978562 -0.00051553301997220302 0.0039398727279770186 -0.00067727341148341228 -0.00060909999910940371 3.2964251250007241e-05 9.2319479143299071e-06 -0.00081227619075491481 0.00010994261511168446 0.00121262154815156 0.0054516447126195548 -0.00024063559832885773 -0.00017480146957097987 1.4727672986190043e-05 -0.00028546775713039096 2.5629974384671074e-05 -0.0010198404124497885 -0.00015778750149820554 -0.00022417148628836258 -0.00045380544596355325 -1.4905701695653306e-05 0.00011427248976804805 -0.00082155552229803421 5.4045876263373319e-05 -0.0002050691327156784 -0.00038577402307005571 -0.00026400292763554487 0.0010651848563591314
leaf_weight=39 45 280 193 28 39 48 37 28 25 48 184 41 30 56 102 56 289 163 48 244 52 52 68 392 30 70 43 55 134 28
leaf_count=39 45 280 193 28 39 48 37 28 25 48 184 41 30 56 102 56 289 163 48 244 52 52 68 392 30 70 43 55 134 28
internal_value=-0.00129579 -0.00191899 0.00248826 0.00426332 0.0055516 0.00421488 -0.00246083 -0.002 0.00119792 0.000125392 0.00147601 0.00274336 0.0075 -0.000901713 -0.000347448 -0.00341709 -0.0035101 -0.00119403 -0.00436426 -0.00370787 -0.00571429 -0.00296296 -0.00254237 4.67836e-05 0.000524246 -0.00152091 0.00162933 0.00227679 -0.000171674 -0.00196319
internal_weight=2947 2532 415 308 280 241 2159 1879 373 318 270 225 55 1098 910 188 781 200 581 533 132 80 107 854 752 262 490 447 232 162
internal_count=2947 2532 415 308 280 241 2159 1879 373 318 270 225 55 1098 910 188 781 200 581 533 132 80 107 854 752 262 490 447 232 162
cat_boundaries=0 14 41 43 44 46 58 79
cat_threshold=268566528 129 1074790400 8192 32 2 33554432 8192 2048 134217744 0 2097216 128 268435456 16 2052 0 134217728 0 1 0 2147483648 0 0 0 4 10240 1048576 0 0 0 0 0 8192 0 0 4194304 0 0 32768 64 0 12292 19 172128 32 0 0 0 0 0 0 131072 0 33554432 32 0 128 0 0 0 0 0 0 262144 0 0 0 0 131072 0 0 0 4096 0 0 0 0 384
is_linear=0
shrinkage=0.04


Tree=103
num_leaves=31
num_cat=11
split_feature=8 12 7 12 7 2 2 11 12 2 4 17 4 2 2 3 2 8 1 2 2 5 2 2 3 11 2 12 2 2
split_gain=3.34599 2.15711 2.64431 1.96002 1.4349 1.25812 1.49422 1.24671 1.65847 1.64985 1.98765 1.24434 2.21428 1.08888 1.03124 1.01039 0.997768 0.984567 0.89995 0.83992 1.21123 0.8209 0.717184 0.712601 0.696173 0.74559 0.851947 1.05975 0.890847 0.879263
threshold=0 1 2 3 4 60.500000000000007 26.500000000000004 5 6 9.5000000000000018 3146480000.0000005 7 29019565000.000004 40.500000000000007 16.500000000000004 2004.5000000000002 71.500000000000014 8 3.5000000000000004 50.500000000000007 13.500000000000002 4.5000000000000009 49.500000000000007 80.500000000000014 1999.5000000000002 9 18.500000000000004 10 8.5000000000000018 23.500000000000004
decision_type=9 9 9 9 9 10 10 9 9 10 10 9 8 8 8 10 10 9 10 8 10 8 10 8 8 9 10 9 8 10
left_child=3 4 5 19 23 6 15 8 13 -9 18 12 -4 -6 -5 -3 -15 -13 -11 20 -1 -16 -14 -2 -19 -26 27 28 -27 -28
right_child=1 2 11 14 7 -7 -8 9 -10 10 -12 17 22 16 21 -17 -18 24 -20 -21 -22 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.00016419201138461403 -0.0002388933812577676 -4.0688176920866684e-05 0.00061360728270248193 -0.00051764410862357839 -0.00039052166729192095 -0.00051689761752111703 0.002432299048679525 -0.00037860246372247277 -3.0478709472419041e-05 0.0028653309451890864 -0.0014846934764903353 0.0019196433603082853 -0.0014260090187703867 0.00094515344319994203 -0.00021201366555022362 -0.00085080155142957636 -0.00022352490954773431 -0.00091784044867083026 0.00024117902617966537 -8.9295309573316219e-05 0.0010678668942956193 -0.00011443933926543082 -0.00019945975318016451 -0.00036475240472256588 -2.064287472830273e-05 3.2911910216029126e-05 0.0013872105042276673 0.0006116780684755341 -0.00060943837182094287 0.00026901300447615742
leaf_weight=53 101 176 36 144 87 64 55 117 425 31 30 103 26 31 46 28 31 43 160 39 49 205 41 41 198 53 50 300 55 146
leaf_count=53 101 176 36 144 87 64 55 117 425 31 30 103 26 31 46 28 31 43 160 39 49 205 41 41 198 53 50 300 55 146
internal_value=-0.000903879 -0.000262403 0.000779783 -0.00372943 -0.00161502 -0.00233533 -0.00115385 -0.00099675 -0.00211966 0.000916905 0.00297297 0.00175141 -0.0022807 -0.005625 -0.00517241 -0.00273171 -0.00190476 0.00221064 0.00447917 0.000394737 0.0023301 -0.00373016 -0.00676471 -0.00522876 0.00170561 0.00199253 0.00266667 0.00166259 -0.00168067 0.0048731
internal_weight=2964 2428 1374 536 1054 323 259 912 574 338 221 1051 103 149 395 204 62 948 191 141 102 251 67 142 845 802 604 408 108 196
internal_count=2964 2428 1374 536 1054 323 259 912 574 338 221 1051 103 149 395 204 62 948 191 141 102 251 67 142 845 802 604 408 108 196
cat_boundaries=0 30 31 48 49 66 67 68 69 98 101 103
cat_threshold=1073741824 12 4 134217728 2147491840 0 0 2147483648 1 0 0 33685504 2112 0 0 0 0 0 4096 2050 128 0 0 8 0 0 4 0 0 8192 222560 0 129 536870912 2361344 34 64 131072 0 0 32 8192 128 0 0 0 0 1073741824 17908736 0 0 0 4 0 0 0 0 67584 0 0 0 0 0 0 0 4096 16421 132352 3 16 0 0 0 0 1 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 4194304 0 0 0 0 0 524288 32800 0 524288 32768 2
is_linear=0
shrinkage=0.04


Tree=104
num_leaves=31
num_cat=7
split_feature=8 8 12 9 0 0 8 0 13 4 0 12 2 2 0 2 2 4 2 2 2 2 4 0 2 2 2 4 4 0
split_gain=4.0934 2.17119 1.99214 1.62382 2.09236 1.48285 1.47948 2.11557 1.45888 2.00412 1.42995 1.5245 2.16927 1.3965 1.39557 1.13698 1.10605 0.973627 0.966893 0.873743 1.51295 1.11257 0.873002 0.815611 0.812836 1.25385 0.802899 0.923056 1.43899 1.99545
threshold=0 1 2 3 35.850000000000009 47.250000000000007 4 10.500000000000002 5 4683340000.000001 47.750000000000007 6 13.500000000000002 12.500000000000002 35.600000000000009 182.50000000000003 4.5000000000000009 4350.0000000000009 48.500000000000007 38.500000000000007 59.500000000000007 27.500000000000004 1158870000.0000002 16.750000000000004 3.5000000000000004 10.500000000000002 54.500000000000007 5965.0000000000009 21354125000.000004 40.250000000000007
decision_type=9 9 9 9 10 10 9 10 9 10 10 9 8 8 10 10 10 10 8 10 10 10 8 10 10 10 8 8 8 10
left_child=14 10 8 6 -5 22 7 -4 -3 16 11 13 -13 -2 23 -14 -10 -16 -15 21 -21 24 -6 -1 -9 -26 27 -8 -29 -30
right_child=1 2 3 4 5 -7 26 19 9 -11 -12 12 15 18 17 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=3.6928374049693959e-06 0.0013438375246852985 -0.00023311478551114818 -0.00031683774300198312 0.0035695448720047553 0.0027964937821219138 -0.00175176111777958 -0.0012375648643343595 3.734090261858114e-05 -0.00039627746418592126 -0.0012597928371019763 -0.00061971322779573511 -0.00060449498062446598 -9.8476870693673394e-05 -0.00047154750507289123 0.0003401978816566498 -0.00046644442690116253 0.00063080764957398113 -0.00017749846280437965 0.00010670862086499255 -0.00024818116384665243 4.7269069158346609e-05 3.0567724524459553e-05 0.00036201856300710489 -0.0006427898490329653 -0.0003078149139997066 3.4652273622555189e-05 -1.3985234317104301e-05 0.0016421778136859189 -0.0002690670211924129 -0.0010440836196208992
leaf_weight=30 36 609 50 31 39 29 32 37 94 26 30 46 139 41 315 43 127 25 43 45 49 26 248 43 35 64 187 39 281 64
leaf_count=30 36 609 50 31 39 29 32 37 94 26 30 46 139 41 315 43 127 25 43 45 49 26 248 43 35 64 187 39 281 64
internal_value=-0.00115014 -0.0017593 -0.00124352 -0.000220994 0.00206704 0.00113565 -0.0011087 0.00113565 -0.00272203 -7.75194e-05 -0.00452442 -0.00389685 -0.00569038 0 0.0025 -0.00393443 0.00117117 0.00363636 -0.00282353 0.00264591 -0.000421053 0.00441718 0.00201389 -0.00243243 0.00291971 0.001 -0.00224756 -0.00326139 -0.0027013 -0.00352601
internal_weight=2903 2490 2112 1256 347 316 909 306 856 247 378 348 228 120 413 182 221 340 84 256 94 162 287 73 136 99 603 416 384 345
internal_count=2903 2490 2112 1256 347 316 909 306 856 247 378 348 228 120 413 182 221 340 84 256 94 162 287 73 136 99 603 416 384 345
cat_boundaries=0 27 51 53 55 78 79 80
cat_threshold=16 4 0 0 0 1 262144 0 0 32768 0 2048 8192 1048576 268435456 0 0 0 0 8192 256 0 0 0 0 0 64 1342177280 8 0 134217728 2147549184 0 0 2147483648 1 0 0 0 64 0 0 0 0 0 33554432 2048 128 0 4194304 8 140640 32 131073 22544 0 0 0 0 0 0 0 0 0 0 0 131076 0 0 0 4096 0 0 0 0 0 0 16777216 6 1346
is_linear=0
shrinkage=0.04


Tree=105
num_leaves=31
num_cat=12
split_feature=8 7 9 12 7 4 12 7 9 4 0 12 11 13 2 2 0 0 2 3 2 2 0 12 2 2 0 5 2 2
split_gain=5.61417 5.26122 2.37627 1.95754 1.88344 1.91047 1.7424 1.83075 1.60113 1.5266 1.091 1.10247 1.14732 1.09273 1.03224 1.15267 1.61641 1.25792 1.10996 1.02168 1.00223 1.68048 0.930451 1.57402 1.214 1.59813 1.20216 1.15108 1.00439 0.924543
threshold=0 1 2 3 4 5157000000.000001 5 6 7 14469800500.000002 14.500000000000002 8 9 10 84.500000000000014 11.500000000000002 16.750000000000004 16.750000000000004 27.500000000000004 2007.5000000000002 17.500000000000004 49.500000000000007 23.500000000000004 11 30.500000000000004 24.500000000000004 42.250000000000007 4.5000000000000009 25.500000000000004 298.50000000000006
decision_type=9 9 9 9 9 8 9 9 9 10 10 9 9 9 10 8 10 10 10 10 8 10 10 9 10 10 10 8 8 10
left_child=3 6 19 29 5 -4 -2 14 -6 10 20 13 -13 -12 15 16 -8 -17 -19 -3 -10 -22 -14 24 25 26 -24 -26 -25 -1
right_child=1 2 4 -5 8 -7 7 -9 9 -11 11 12 22 -15 -16 17 -18 18 -20 -21 21 -23 23 28 27 -27 -28 -29 -30 -31
leaf_value=-3.2768983246462828e-05 -0.00023318210433338039 0.003957371053762415 0.0055946872383800892 -0.00029163905246619491 -0.00052978473800653354 0.00048124151277576747 0.0021867080878302404 -0.00057076066626823515 -0.00058087621457953993 -0.0013675234339313746 -0.00022379019409072499 5.6949256925520335e-05 -5.8934773050722809e-05 7.8233979213813138e-05 0.00072990823214851735 -0.00046295220968300298 -0.00038068253095580929 -0.0003215298151921786 0.0019926791852994084 0.0017157830550177523 0.00046628050918272378 -0.00060442909505816541 5.1626914576203829e-05 0.00063512274560881818 -0.00074092402580891556 -0.0014956503412481227 -0.00025458457061695584 0.00025924051627331581 4.87966405060547e-05 -0.00011535345891495297
leaf_weight=230 115 82 36 376 132 102 27 154 28 26 143 229 49 152 35 68 30 70 49 31 37 25 261 110 28 32 54 116 103 28
leaf_count=230 115 82 36 376 132 102 27 154 28 26 143 229 49 152 35 68 30 70 49 31 37 25 261 110 28 32 54 116 103 28
internal_value=-0.00104089 -0.000119914 0.000940123 -0.00434109 0.000537634 0.00483221 -0.00350626 -0.00220721 0.000117187 0.000527066 0.000716374 0.00101721 0.00165156 -0.00111111 -0.000206897 -0.00114286 0.0037931 -0.00265957 -0.000166667 0.00629032 -0.00351648 -0.000634921 0.000863874 0.00124823 -3.98406e-05 -0.00132184 -0.000443038 0.00303448 0.00401786 -0.00148699
internal_weight=2958 2324 1776 634 1663 138 548 433 1525 1393 1367 1277 982 295 279 244 57 187 119 113 90 62 753 704 491 347 315 144 213 258
internal_count=2958 2324 1776 634 1663 138 548 433 1525 1393 1367 1277 982 295 279 244 57 187 119 113 90 62 753 704 491 347 315 144 213 258
cat_boundaries=0 30 48 50 52 69 70 86 88 89 92 93 95
cat_threshold=1342177280 12 4 134217728 65536 0 0 2147483648 1 0 0 33554432 2112 0 268435456 0 0 0 4096 0 384 0 4194304 8 0 16384 4 0 0 4096 0 0 604241920 526340 2 134217728 131072 0 2048 32 8224 0 0 268435456 0 32 128 128 1073741825 128 17974336 32 268435458 1 0 0 32 0 0 8192 0 0 0 0 0 0 0 0 4096 16786496 0 0 67108864 0 2 0 131072 0 2048 0 8192 0 0 268435456 0 32 256 4 134464 16416 512 524288 2 16875554 2
is_linear=0
shrinkage=0.04


Tree=106
num_leaves=31
num_cat=11
split_feature=8 12 3 12 2 2 2 2 8 11 12 3 11 3 2 2 9 12 3 2 3 17 1 2 3 2 2 9 2 2
split_gain=3.59266 2.54919 1.68715 1.53073 2.00156 1.43169 2.03415 1.35431 1.33086 1.26909 1.52348 1.21463 1.14798 1.58905 1.21735 1.09797 1.09834 1.11869 1.59983 1.02969 1.24295 0.925586 0.892669 0.87164 0.861185 0.848941 1.83971 0.798183 2.41054 0.99221
threshold=0 1 2004.5000000000002 2 4.5000000000000009 416.00000000000006 247.00000000000003 80.500000000000014 3 4 5 2000.5000000000002 6 2019.5000000000002 71.500000000000014 1075.0000000000002 7 8 2021.5000000000002 11.500000000000002 2014.5000000000002 9 5.5000000000000009 24.500000000000004 2021.5000000000002 3.5000000000000004 11.500000000000002 10 21.500000000000004 3.5000000000000004
decision_type=9 9 10 9 8 8 10 8 9 9 9 8 9 8 10 8 9 9 8 10 10 9 10 10 8 10 10 9 10 10
left_child=1 7 21 5 22 6 11 23 -6 -10 -11 -2 14 -14 27 16 -12 18 -18 24 -21 -3 -5 -1 -19 -15 -27 29 -29 -13
right_child=3 2 -4 4 8 -7 -8 -9 9 10 15 12 13 25 -16 -17 17 19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-9.3530489575996965e-05 -0.00076488647604541879 -5.0165993332527139e-05 0.0019879472743751948 -0.00030522502727851729 -0.00025380643997795715 0.00042523592015292878 -0.00094734450574016191 9.874223359943813e-05 0.00021372014583171506 -0.00035732375436566601 -0.00017341337581342487 0.00076337330111535099 -0.00090552191894097687 -0.00075222835747034366 0.0012523208063041126 -0.00080292872971121198 0.0014625056596887377 -0.00038353402007317071 -0.00043750050875239309 4.8066136419677721e-06 -0.00063732048854262761 0.00016382743011504887 -0.00054028839606967693 -0.00078326870429247465 0.0004998204028417774 0.000979384492244897 -0.00015921026237531778 0.0019367178094655913 -0.0012626393665922464 -0.00010175511435313923
leaf_weight=42 49 106 52 136 124 119 32 25 126 184 106 44 31 32 37 72 34 25 85 386 28 285 44 34 81 48 212 93 26 208
leaf_count=42 49 106 52 136 124 119 32 25 126 184 106 44 31 32 37 72 34 25 85 386 28 285 44 34 81 48 212 93 26 208
internal_value=-0.00118335 0.00172973 0.00303965 -0.00185419 -0.00267684 -0.000573248 -0.00118081 -0.00375 -0.0021246 -0.00163445 -0.00211462 -0.000768246 -0.000355191 -0.00209581 0.00105012 -0.0013285 -0.000884718 -0.000215385 -0.00353846 0.000602637 -0.000289157 0.00219388 -0.00662983 -0.00675325 0.00411215 -0.00122867 -0.00045977 0.000376344 0.00292308 -0.000912548
internal_weight=2906 544 443 2362 1431 931 812 101 1251 1127 1001 780 731 323 408 817 745 639 119 520 414 391 180 76 106 292 260 371 119 252
internal_count=2906 544 443 2362 1431 931 812 101 1251 1127 1001 780 731 323 408 817 745 639 119 520 414 391 180 76 106 292 260 371 119 252
cat_boundaries=0 30 31 33 56 59 60 62 64 65 66 68
cat_threshold=16 2048 0 0 1073807360 1 262144 0 1 32768 0 133120 0 1049088 0 0 0 0 0 0 256 0 0 0 0 16384 0 0 524288 8192 1138688 17827842 32 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 0 0 0 4194304 32768 1024 524288 288 4 2147485184 1 16400 32768 34 0 18452
is_linear=0
shrinkage=0.04


Tree=107
num_leaves=31
num_cat=10
split_feature=7 5 8 7 0 8 2 12 4 2 4 12 2 0 4 0 11 2 2 2 1 2 2 2 7 1 2 12 12 2
split_gain=2.60086 2.60988 2.20864 1.65535 1.61818 1.28804 2.03618 1.51125 1.7139 1.15197 1.09101 1.07856 1.15081 1.04629 1.02342 1.00912 0.963999 1.49549 2.92674 1.12317 1.15231 0.946523 0.915684 0.907043 0.995266 1.32402 1.57485 1.22424 0.81672 0.802658
threshold=0 1.5000000000000002 1 2 40.250000000000007 3 510.50000000000006 4 1950.0000000000002 698.00000000000011 101.00000000000001 5 49.500000000000007 39.07500000000001 6373145000.000001 16.750000000000004 6 5.5000000000000009 13.500000000000002 2.5000000000000004 4.5000000000000009 2.5000000000000004 3.5000000000000004 3.5000000000000004 7 5.5000000000000009 21.500000000000004 8 9 18.500000000000004
decision_type=9 8 9 9 10 9 8 9 10 8 8 9 10 10 8 10 9 10 10 10 8 8 10 8 9 10 10 9 9 10
left_child=1 -1 13 14 9 6 11 8 16 -3 -9 12 29 -2 -4 -13 17 -7 -19 -18 -21 -12 -6 -23 28 27 -27 -26 -25 -5
right_child=2 4 3 5 22 7 -8 10 -10 -11 21 15 -14 -15 -16 -17 19 18 -20 20 -22 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.00080838318026955848 -0.00018404309987516855 0.0020749778978556323 -0.0015858087109673848 -0.00041899755811058981 0.00073649455640445894 0.0014366700211116878 0.00032633097565792468 0.0007193537525733263 0.00061172288424508284 -8.3598697399551731e-05 -0.00046592679944350122 0.00093896181592363355 -0.00010708839760773969 0.0013059956707686382 -0.00014753250020930865 -0.00026706591249176626 -0.00044188540545313514 -0.0010625559404468987 -5.5735052232464003e-06 -0.00066505021647682132 -0.00012817025675914806 0.0013799843702240722 -0.00080056901045949763 0.00014331184306577428 4.5084409344440245e-05 0.0012324548672394897 -0.00022659928842660548 -0.00028883098835784436 -4.6431799943746909e-06 -0.00078464986847041733
leaf_weight=37 26 173 43 42 32 78 29 29 39 29 76 32 29 84 275 156 61 51 162 40 294 28 76 119 197 60 28 479 119 34
leaf_count=37 26 173 43 42 32 78 29 29 39 29 76 32 29 84 275 156 61 51 162 40 294 28 76 119 197 60 28 479 119 34
internal_value=-0.00126437 0.00195531 -0.00169401 -0.00194345 0.00321543 -0.00153215 -0.00384384 -0.0011117 -0.00252717 0.0053202 -0.000191972 -0.00496599 -0.00810345 0.00363636 -0.00462006 -0.00261307 -0.00302766 -0.00112583 -0.0028972 -0.00428571 -0.00346269 -0.000397471 -0.000733945 -7.75946e-05 -0.000279163 -0.000980645 0.00359551 -0.00159527 0.00192771 -0.0114286
internal_weight=2957 347 2610 2500 310 2182 322 1860 725 202 1135 293 105 110 318 188 686 291 213 395 334 1106 108 1030 1002 764 88 676 238 76
internal_count=2957 347 2610 2500 310 2182 322 1860 725 202 1135 293 105 110 318 188 686 291 213 395 334 1106 108 1030 1002 764 88 676 238 76
cat_boundaries=0 14 41 58 87 89 90 93 102 103 104
cat_threshold=1 129 1611661312 2107520 32 0 33554432 268443648 0 16 0 0 128 268435456 16 4 0 0 0 1 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 268435456 64 0 0 67117056 524292 2 134217792 0 0 0 8224 32 128 0 0 0 0 128 0 8 0 134217728 0 0 0 0 0 0 0 0 64 512 0 0 0 0 4096 2048 128 0 4194304 8 0 1073741824 0 0 524288 1123584 32 172290 32772 2147483648 524288 0 0 0 0 0 0 131072 131072 33556480 84049920 18528
is_linear=0
shrinkage=0.04


Tree=108
num_leaves=31
num_cat=11
split_feature=8 7 8 11 2 9 2 2 9 2 12 15 13 3 9 2 2 5 0 2 3 2 3 2 2 0 0 7 2 2
split_gain=3.89981 1.82239 2.47919 2.09108 2.32497 1.78429 1.73659 1.71707 1.36525 1.46548 1.3248 2.16032 2.43452 1.21382 1.18813 1.29373 2.81393 1.05749 1.02394 1.01885 0.912558 0.967338 1.02316 1.20499 1.53704 1.32857 0.973684 0.878661 1.61426 1.3675
threshold=0 1 2 3 39.500000000000007 4 4.5000000000000009 3.5000000000000004 5 1.5000000000000002 6 7 8 2015.5000000000002 9 90.500000000000014 26.500000000000004 1.5000000000000002 36.400000000000006 32.500000000000007 2011.5000000000002 3.5000000000000004 2004.5000000000002 84.500000000000014 39.500000000000007 18.500000000000004 35.850000000000009 10 10.500000000000002 35.500000000000007
decision_type=9 9 9 9 10 9 8 10 9 10 9 9 9 8 9 10 10 8 8 10 10 8 8 10 8 10 10 9 10 10
left_child=8 3 13 4 -2 18 7 -7 9 -1 11 12 -8 -3 20 16 -16 -10 -4 -14 21 -5 -23 24 26 -26 -24 29 -29 -12
right_child=1 2 5 14 -6 6 10 -9 17 -11 27 -13 19 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0015588987253237008 -5.4849751401206958e-05 0.00025811976775035105 -2.2346544724882734e-07 -8.094366446727008e-05 0.0022269529147440183 -8.6466954935744407e-05 -0.00020728222643970896 -0.00084653592609097218 6.6159822965730083e-05 9.3440289780346582e-05 5.1080137930021861e-05 -0.00031726386919793013 0.00010988512546834528 -0.00029131704539715032 -0.0013714665719468399 -0.0011252642645139233 0.0011183887447644735 0.0015878957402388849 -0.00086596605147548189 0.0018143767689091561 -0.00023171188096505091 -0.0003680933726752045 0.00011575382448704374 0.0010518228990769529 -0.00064542694492338622 -0.00029422978286127946 -7.1326394181099316e-05 0.00070279469642891006 -3.3170899803991464e-05 1.6275136750856233e-05
leaf_weight=28 65 26 51 37 39 115 100 38 69 241 70 209 58 205 82 38 31 124 90 55 35 36 94 42 66 109 91 217 406 70
leaf_count=28 65 26 51 37 39 115 100 38 69 241 70 209 58 205 82 38 31 124 90 55 35 36 94 42 66 109 91 217 406 70
internal_value=-0.00123213 -0.00185841 -0.00111563 -0.00347938 0.00173913 -0.000496644 -2.96516e-05 -0.00402597 0.00211416 0.000214286 0.000489039 -0.0012933 0.00151786 -0.00487603 -0.00431548 -0.00753086 -0.00578947 0.00460784 -0.00460526 0.00532258 -0.00322457 -0.00281513 -0.0022779 -0.00168734 -0.00243767 -0.00511364 0.000107527 0.00147287 0.000788644 0.00423841
internal_weight=2937 2475 1710 765 104 1479 1338 153 462 269 1185 422 213 231 661 151 113 193 141 113 510 475 438 402 360 175 185 763 623 140
internal_count=2937 2475 1710 765 104 1479 1338 153 462 269 1185 422 213 231 661 151 113 193 141 113 510 475 438 402 360 175 185 763 623 140
cat_boundaries=0 29 47 77 79 81 83 85 86 87 89 99
cat_threshold=16 1050624 0 0 65536 1 262144 0 0 32768 0 2052 8192 1048576 268435456 0 0 0 0 8192 0 0 0 0 0 268484608 0 0 524288 2 16 1140850688 526340 2 134217792 131072 268435456 2048 134217728 8192 384 16 0 0 0 4224 128 1073741824 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33558528 0 384 0 4194304 0 0 0 0 0 0 4096 32768 2147484672 257 4 256 26628 67264800 32 67108864 2 0 10244 0 129 0 0 0 0 0 131072 65536 32
is_linear=0
shrinkage=0.04


Tree=109
num_leaves=31
num_cat=8
split_feature=7 8 2 7 8 7 1 0 0 0 0 5 2 2 2 0 9 4 11 2 2 2 2 2 6 2 2 0 2 1
split_gain=5.47607 3.30417 2.09016 1.77437 1.81616 1.3072 1.2184 1.13031 1.18734 1.05624 0.967033 0.946458 0.941299 0.939076 1.49505 0.922487 0.917985 1.0129 1.1383 0.955129 0.846301 0.82487 0.882732 0.703049 0.692874 1.13556 1.21082 0.982584 0.963166 1.11843
threshold=0 1 30.500000000000004 2 3 4 4.5000000000000009 35.850000000000009 30.500000000000004 9.5000000000000018 39.07500000000001 1.0000000180025095e-35 3.5000000000000004 84.500000000000014 58.500000000000007 44.07500000000001 5 775.00000000000011 6 6.5000000000000009 22.500000000000004 21.500000000000004 16.500000000000004 45.500000000000007 7 30.500000000000004 3.5000000000000004 40.250000000000007 4.5000000000000009 5.5000000000000009
decision_type=9 9 10 9 9 9 10 10 10 10 10 10 10 10 10 10 9 8 9 10 10 10 10 10 9 8 10 10 10 8
left_child=2 -2 7 11 6 13 -5 8 12 -6 -8 15 -1 14 23 -3 -11 19 -19 -18 -14 22 -9 -4 25 26 -20 -28 -26 -30
right_child=1 3 5 4 9 -7 10 21 -10 16 -12 -13 20 -15 -16 -17 17 18 24 -21 -22 -23 -24 -25 28 -27 27 -29 29 -31
leaf_value=-0.00018764954092425511 0.00165839431484045 0.0014516357137830838 -8.0320012275336695e-06 0.0018344874200901273 -0.00010410529298411575 -0.00012358439135411458 -0.0003704404540348705 -0.0005908120066378331 0.00064631750461664696 -0.00022427423477612508 -0.00023757651302297233 -3.4776762338566413e-05 -9.3269334644929813e-07 0.0013804543338701691 -0.00040762759733233624 -0.00010119030117344607 -0.0015995276847748485 -0.00049637520509932648 0.001313942076613195 -6.4207767836492742e-05 -0.00049928447707888065 -0.00072302681308578087 -7.386688649617668e-06 0.0020235801930967058 -0.00022675701940478633 0.00041492183516680828 7.9710881606160912e-05 -0.00021260685014198088 3.7620623953813492e-05 -0.00011054955622782359
leaf_weight=42 100 142 49 31 58 224 90 270 39 112 104 45 94 42 44 51 28 108 46 65 36 51 45 37 137 158 230 40 314 103
leaf_count=42 100 142 49 31 58 224 90 270 39 112 104 45 94 42 44 51 28 108 46 65 36 51 45 37 137 158 230 40 314 103
internal_value=-0.00108311 0.000141916 -0.00351626 -0.000256273 -0.000733945 -0.00130982 -0.00398305 -0.00508651 -0.00273585 -0.000184397 -0.00533333 0.00289157 -0.00416185 0.00131148 -0.000305344 0.0042268 4.47094e-05 0.000370968 0.000703606 -0.00361702 -0.00244275 -0.00643052 -0.00563291 0.00275862 0.00111646 0.0022268 0.000883281 -0.000147601 0.000141593 0.00110048
internal_weight=2935 1962 973 1862 1624 396 225 577 211 1399 194 238 172 172 130 193 1341 1229 1136 93 130 366 315 86 1028 474 316 270 554 417
internal_count=2935 1962 973 1862 1624 396 225 577 211 1399 194 238 172 172 130 193 1341 1229 1136 93 130 366 315 86 1028 474 316 270 554 417
cat_boundaries=0 18 44 59 86 103 105 108 109
cat_threshold=2 0 67371008 2886148 2 134225984 131072 272629760 33619968 0 32800 384 8388608 0 0 32 4224 128 16 0 0 0 0 1 0 0 0 0 0 0 0 1048576 0 4096 0 0 0 0 256 0 0 0 0 268435456 268435457 129 0 0 32 0 37748736 8192 0 32 0 0 16 0 67108864 0 8 0 0 65536 0 0 2147483648 1 0 0 131072 0 512 0 0 0 0 0 0 2147483776 0 0 8 0 0 4 0 0 0 4 0 0 131072 0 33554432 0 0 0 0 0 0 0 4096 257 32 0 1536 524288 450
is_linear=0
shrinkage=0.04


Tree=110
num_leaves=31
num_cat=11
split_feature=11 2 10 12 2 4 3 2 3 11 12 15 12 9 12 1 6 2 12 3 2 2 2 3 3 4 0 0 3 2
split_gain=3.77695 1.44649 2.28996 1.72628 2.06827 1.84391 1.38629 1.35439 2.1717 1.90167 2.40171 1.41475 1.30263 1.29867 1.61886 1.49011 1.22538 1.67258 2.52649 1.56229 1.16337 0.969195 0.816554 0.754767 1.16244 1.07273 0.720314 0.676484 0.860681 0.93701
threshold=0 26.500000000000004 1 2 11.500000000000002 625.00000000000011 1999.5000000000002 478.50000000000006 2018.5000000000002 3 4 5 6 7 8 5.5000000000000009 9 277.00000000000006 10 2019.5000000000002 6.5000000000000009 15.500000000000002 94.500000000000014 2002.5000000000002 2012.5000000000002 20782.500000000004 42.710000000000008 36.400000000000006 2007.5000000000002 3.5000000000000004
decision_type=9 10 9 9 8 10 8 10 8 9 9 9 9 9 9 8 9 10 9 8 10 8 10 10 10 10 10 8 8 10
left_child=7 2 21 4 -4 6 -5 8 -1 10 -10 -12 -3 27 26 20 17 18 19 -14 -16 -2 -20 25 -25 -18 -15 -8 -29 -30
right_child=1 12 3 5 -6 -7 13 -9 9 -11 11 -13 16 14 15 -17 23 -19 22 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00061399022791452039 -0.00022976585237298509 0.00079150297064131789 4.5924293757799718e-05 -0.0011938418471678603 -0.00072712549604851521 0.0011692010674607901 4.8868638170134203e-05 0.00014862829253040389 -0.00015415344779164288 -0.00059642731080717943 4.1861191386090011e-05 -8.7107550799601083e-05 0.0027887576584965856 7.6198913084155612e-05 -0.00030689436163875431 0.0043283353472286738 -0.00029825474745631908 -0.00055146571199223612 2.5658916467534709e-05 0.0009064967745210595 0.0022291671167548087 -0.0015923636009611286 -5.9140543572340222e-05 0.0023795218838177589 -0.00012281078478210361 0.00027802829110488151 -0.0017524576519125645 0.0013654874786877969 0.00025286689374031112 -0.00026233415211500242
leaf_weight=108 48 151 162 31 202 99 127 38 253 108 179 169 28 77 45 32 216 42 83 84 57 58 25 38 31 50 25 25 92 258
leaf_count=108 48 151 162 31 202 99 127 38 253 108 179 169 28 77 45 32 216 42 83 84 57 58 25 38 31 50 25 25 92 258
internal_value=-0.000944935 -1.90749e-05 -0.000806572 -0.000289622 -0.00256 0.000682594 2.5974e-05 -0.00316397 -0.00354523 -0.00273239 -0.00173203 0.000445682 0.00138852 0.00037889 0.00275304 0.00551724 0.000493421 0.00249084 0.0039819 0.00780488 0.00349515 -0.00615385 -0.000672269 -0.00109827 0.00257143 -0.00209738 -0.00106195 -0.000779727 -0.00164894 -0.00216524
internal_weight=2941 2086 1338 1232 364 868 769 855 817 709 601 348 748 738 236 134 597 262 220 112 102 106 108 335 69 266 102 502 375 350
internal_count=2941 2086 1338 1232 364 868 769 855 817 709 601 348 748 738 236 134 597 262 220 112 102 106 108 335 69 266 102 502 375 350
cat_boundaries=0 3 4 6 8 9 10 11 13 14 15 17
cat_threshold=16418 591360 6144 1 8544 32 32 1536 1286400 67108864 33088 0 18452 229376 92 3106 32
is_linear=0
shrinkage=0.04


Tree=111
num_leaves=31
num_cat=9
split_feature=7 8 8 9 0 12 4 6 0 3 3 12 2 3 3 2 3 15 4 2 3 0 0 0 2 4 2 1 2 6
split_gain=4.1645 2.57531 1.95135 1.80744 1.43956 1.41007 2.44169 1.33869 1.16254 1.06448 1.40009 1.32073 1.61455 1.58247 1.04411 1.03398 1.28229 1.01164 2.40345 1.78757 0.987527 1.0551 1.40179 0.930601 0.928543 0.858302 1.16743 0.91219 0.850081 0.843568
threshold=0 1 2 3 14.500000000000002 4 18214475000.000004 5 45.425000000000004 2000.5000000000002 1989.5000000000002 6 20.500000000000004 2007.5000000000002 1998.5000000000002 1.5000000000000002 2018.5000000000002 7 22819750000.000004 8.5000000000000018 2020.5000000000002 32.500000000000007 18.500000000000004 32.500000000000007 6.5000000000000009 807475000.00000012 43.500000000000007 5.5000000000000009 10.500000000000002 8
decision_type=9 9 9 9 8 9 8 9 8 8 10 9 8 8 10 8 10 9 8 10 8 10 10 10 8 10 8 8 10 9
left_child=2 23 -1 8 -5 6 -4 14 25 10 -6 12 -11 -13 -7 -15 17 24 -19 -20 -8 22 -22 -2 -17 26 27 -3 -23 -14
right_child=1 3 5 4 9 7 20 -9 -10 11 -12 13 29 15 -16 16 -18 18 19 -21 21 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.4831382732356528e-05 -3.0198078840406596e-05 -0.00052388303094126349 -0.00065938068895889047 -0.00012108785004514289 0.0013172941051909249 -0.0001312082843751483 -0.00022963623205768613 -0.00066482433237972319 -0.00075764195623413862 9.6133161211078296e-05 -0.00062464004790129478 0.0024877319820674872 1.7561991120373933e-05 -0.00033954053545450337 5.5853759486836908e-05 2.6155235219675886e-05 -0.00050331019988934854 0.0011352557097930927 0.0011721711197678175 -0.00015176581361540543 1.3660627410132519e-05 -0.00075354085598167587 0.0026196774821931256 -0.00058743374627454156 0.00073459473610164143 -0.0014664997621789411 0.00065973452348686121 0.0026756555679545357 2.9436660656791959e-05 -0.00052548768450204624
leaf_weight=122 94 145 39 62 29 376 35 206 25 180 60 46 129 29 36 61 36 126 92 150 83 48 37 127 215 32 97 30 74 112
leaf_count=122 94 145 39 62 29 376 35 206 25 180 60 46 129 29 36 61 36 126 92 150 83 48 37 127 215 32 97 30 74 112
internal_value=-0.000892979 0.000243644 -0.0028866 0.000791842 0.00144993 -0.00351323 -0.00122324 -0.00464229 -0.00182353 0.00175355 -0.00244444 0.00207307 0.000231481 0.00305483 -0.00312057 0.00261972 0.00293686 0.00334884 0.0017942 -0.000493827 7.19424e-05 0.000987654 0.00363636 -0.0037069 0.00515679 -0.00118033 -0.00043956 -0.00238636 -0.00162602 -0.00190083
internal_weight=2933 1877 1056 1656 1327 934 316 618 329 1265 89 1176 421 755 412 709 680 644 368 242 277 242 120 221 276 304 272 175 122 241
internal_count=2933 1877 1056 1656 1327 934 316 618 329 1265 89 1176 421 755 412 709 680 644 368 242 277 242 120 221 276 304 272 175 122 241
cat_boundaries=0 17 46 67 69 71 72 74 75 76
cat_threshold=0 16 67371008 526852 2 134225984 33685504 809500672 33619968 134225968 8224 384 0 0 67108864 32 1073745920 1073741824 8 4 0 65536 0 0 2147483648 1 0 0 0 0 0 0 0 0 0 0 0 2147484032 0 0 8 0 0 4 0 524288 0 0 0 0 0 0 0 0 0 0 0 131072 8192 0 0 0 0 0 0 8192 256 257 8228 166912 32 152 16928032 32 67108864 12
is_linear=0
shrinkage=0.04


Tree=112
num_leaves=31
num_cat=14
split_feature=7 11 12 8 12 0 7 17 0 5 1 7 12 0 1 1 13 12 9 12 0 0 1 0 1 1 0 7 0 0
split_gain=4.30677 3.01047 2.9064 2.47755 2.01804 1.67826 1.27054 1.09893 1.30428 1.31946 1.30961 1.03416 1.03264 2.31557 0.970428 0.948763 0.851524 0.802858 0.777604 0.7702 0.954168 0.717373 0.660707 0.648541 0.648341 0.589125 0.567042 0.466523 0.451049 0.445641
threshold=0 1 2 3 4 40.675000000000004 5 6 35.250000000000007 1.5000000000000002 3.5000000000000004 7 8 31.500000000000004 5.5000000000000009 5.5000000000000009 9 10 11 12 39.07500000000001 44.07500000000001 4.5000000000000009 22.250000000000004 3.5000000000000004 3.5000000000000004 52.740000000000002 13 38.57500000000001 36.400000000000006
decision_type=9 9 9 9 9 8 9 9 10 10 10 9 9 10 10 8 9 9 9 9 10 10 10 10 10 8 10 9 10 10
left_child=12 2 11 -3 15 6 28 -8 10 17 -9 22 13 -1 25 16 -5 18 -10 20 23 -7 -2 -4 -21 -13 -23 -14 -6 -19
right_child=1 3 19 4 5 21 7 8 9 -11 -12 14 27 -15 -16 -17 -18 29 -20 24 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0032403374121651395 -0.0004699370188642149 0.00023351922718681806 -0.0002524173029340915 -0.00021928301585635523 -5.4980396120498652e-05 -0.0019417008288733228 -0.00081101484927902589 0.00082479868844728796 -5.3332172501576734e-05 0.00095213057658195767 -0.0001768754736287903 -0.00021068665488513716 0.00040073716506217494 -0.00040098822201944272 -0.00068735462932806974 0.0020405392135359789 0.00043397657773148524 0.00042531411155824375 0.0011678613678507332 -0.00016097478517028917 -0.00072952634265373469 -0.00020456985606770673 -1.3887435233641554e-05 0.00075469738567505832 2.5381484335866843e-05 -0.00049506309471020421 -0.00054459953349073943 0.00087113884882718652 0.000651991938140668 -0.0002136437532929847
leaf_weight=28 25 206 121 100 46 28 134 25 134 44 132 36 100 100 36 52 104 46 112 28 76 149 105 33 117 191 36 182 60 358
leaf_count=28 25 206 121 100 46 28 134 25 134 44 132 36 100 100 36 52 104 46 112 28 76 149 105 33 117 191 36 182 60 358
internal_value=-0.00100509 -0.00161886 -0.00369705 -0.000697805 -0.00124761 -0.00188593 -0.00126374 -0.00170683 -0.00113689 -0.000402878 -0.00443038 -0.00608911 0.00275534 -0.00028777 -0.00766423 0.00194757 0.000780488 -0.000860215 0.000933852 -0.00108808 -0.00248963 -0.00514019 -0.00255319 -0.000774194 0.00115385 -0.00692982 -0.00419355 0.00409556 0.00273504 -0.00192771
internal_weight=2944 2534 768 1766 1560 1304 1091 985 851 694 157 393 410 128 263 256 204 650 246 375 230 213 130 154 145 227 185 282 106 404
internal_count=2944 2534 768 1766 1560 1304 1091 985 851 694 157 393 410 128 263 256 204 650 246 375 230 213 130 154 145 227 185 282 106 404
cat_boundaries=0 17 20 21 48 49 66 67 75 77 78 79 81 83 87
cat_threshold=268582915 16 1048576 2105856 524320 8192 0 8192 2048 16 0 0 128 268435456 0 0 16 2147500064 1638432 524288 68364608 16 0 0 0 0 1 0 0 0 0 0 0 8192 0 0 4096 0 0 4096 8192 128 0 0 0 0 32768 4 68291584 0 129 0 4 0 0 0 536870912 0 0 0 0 0 0 0 0 1073745920 50 0 128 0 0 0 0 0 131072 16778336 34 10 66 0 6160 16386 32 268566531 0 1048576 2097152
is_linear=0
shrinkage=0.04


Tree=113
num_leaves=31
num_cat=10
split_feature=7 11 11 12 9 4 1 0 12 3 0 4 13 0 3 4 7 1 1 4 9 3 3 12 5 5 0 3 0 3
split_gain=2.87541 2.1407 1.88064 2.62622 1.5179 1.90431 1.49902 1.90586 1.34855 1.65566 1.08828 1.05659 1.23559 1.05368 1.13356 0.962644 0.927381 0.858415 1.14428 0.850153 1.13429 1.01381 1.3473 0.895924 0.93592 0.869346 0.83121 0.830831 0.821766 0.58355
threshold=0 1 2 3 4 355.00000000000006 3.5000000000000004 26.500000000000004 5 2018.5000000000002 35.850000000000009 18214475000.000004 6 36.400000000000006 2009.5000000000002 7470085000.000001 7 4.5000000000000009 5.5000000000000009 19000.000000000004 8 2008.5000000000002 2019.5000000000002 9 1.0000000180025095e-35 3.5000000000000004 9.5000000000000018 1989.5000000000002 15.500000000000002 2007.5000000000002
decision_type=9 9 9 9 9 8 10 10 9 10 10 8 9 10 8 8 9 8 8 10 9 8 8 9 10 8 8 10 10 10
left_child=2 27 -1 -4 8 -6 10 -8 9 11 -7 -3 28 -5 -15 -16 17 -10 -19 20 -9 -22 -23 25 -25 -24 -14 -2 -13 -18
right_child=1 4 3 13 5 6 7 19 16 -11 -12 12 26 14 15 -17 29 18 -20 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018655007604447604 -0.00024832008223768298 -0.00068782380956626814 -0.00018282052425298902 0.0011329696776536835 0.0023726850806075105 0.0048928505589507414 -0.00075070511961101267 -0.00019800417232119117 -0.00027535858928672496 0.00058323036654513768 0.00029137917124849366 -4.6959764681702157e-05 -0.00047475065098090852 0.0031875010528388259 0.0025829176376891637 3.4243775545519383e-05 -3.2783626698673629e-05 2.2511632084416534e-05 -0.00011489333731219631 -0.00017230883226083905 -0.00098514049334120558 0.0028398179702965364 0.00013803166256465716 0.0036901384811171669 0.00024225750228602295 -0.0010566966507951038 0.00028234378975014354 -0.0009177954443257974 -0.00031566279759921657 -0.00019938888903581642
leaf_weight=130 137 69 117 62 35 29 38 110 26 29 31 152 31 32 38 122 680 95 33 30 41 27 63 58 113 45 124 62 279 113
leaf_count=130 137 69 117 62 35 29 38 110 26 29 31 152 31 32 38 122 680 95 33 30 41 27 63 58 113 45 124 62 279 113
internal_value=-0.000982385 -0.00154409 0.00175781 0.00319372 -0.00117595 0.000507132 -3.41297e-05 -0.000722433 -0.00181486 -0.00316547 0.00590164 -0.00362805 -0.00306644 0.00543396 0.00414508 0.00273292 -0.000814196 0.00193939 0.00341085 -4.09836e-05 0.000393013 0.00150838 0.00234528 0.0015 0.00318681 -0.00134454 0.000120482 -0.00542857 -0.00411765 -0.00136816
internal_weight=2951 2450 501 371 2251 620 585 525 1631 684 60 655 586 254 192 160 947 154 128 487 457 347 306 279 171 108 155 199 431 793
internal_count=2951 2450 501 371 2251 620 585 525 1631 684 60 655 586 254 192 160 947 154 128 487 457 347 306 279 171 108 155 199 431 793
cat_boundaries=0 17 19 21 22 24 26 27 39 41 42
cat_threshold=268582912 268435585 0 516 32 0 33554432 536879104 2048 134217728 0 0 0 268435456 0 0 1073741840 2147500032 1115136 49184 512 17974368 385 26640 68299040 32 6 0 0 0 0 0 0 131072 0 65536 0 0 128 0 4 229408
is_linear=0
shrinkage=0.04


Tree=114
num_leaves=31
num_cat=13
split_feature=9 8 9 7 12 12 0 7 2 12 15 4 12 0 2 6 2 0 0 2 2 0 0 4 2 7 6 2 5 2
split_gain=2.94899 2.68059 1.92899 1.63237 1.48943 1.42017 1.40433 1.3685 1.61494 2.10924 1.23136 1.14891 1.10215 0.919086 0.913431 0.922124 1.06654 0.903821 0.90302 0.894456 0.8895 1.28408 1.2158 0.879238 1.41158 0.983833 0.867983 1.05208 0.93911 0.90733
threshold=0 1 2 3 4 5 47.750000000000007 6 58.500000000000007 7 8 3550.0000000000005 9 40.250000000000007 10.500000000000002 10 28.500000000000004 40.250000000000007 32.500000000000007 10.500000000000002 16.500000000000004 39.07500000000001 35.850000000000009 133.00000000000003 19.500000000000004 11 12 4.5000000000000009 3.5000000000000004 27.500000000000004
decision_type=9 9 9 9 9 9 10 9 10 9 9 8 9 8 8 9 8 10 10 10 10 10 10 10 10 9 9 10 8 10
left_child=1 5 4 -4 -3 -1 19 -5 12 -10 -11 -2 23 20 17 16 18 -14 -16 -7 22 -22 -6 25 -25 -9 27 -13 -28 -29
right_child=11 2 3 7 13 6 -8 8 9 10 -12 26 14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 28 29 -30 -31
leaf_value=-0.00033211357378462483 0.0038458579635544509 8.2384440119191989e-05 8.1068669298467455e-05 -0.0001975763031109068 -4.7641878631878856e-05 -0.0006044629430842363 0.001493768721729012 -8.0690778137686435e-05 3.6742360837962451e-05 -4.9212420704698444e-05 -0.00044263297507512789 0.0039767649231054495 4.0079562795369841e-06 -0.0014082668149611522 0.00015263907234487563 -2.256894964951073e-05 4.3410521566116244e-05 -0.00074551832575981086 0.00012538085072051787 -0.00020262533950791807 -0.00018996848403865841 0.00016318186969208171 -0.0014214882362206893 -0.00066883051288559872 0.00023256720219457351 3.5779603622998479e-05 -0.00089529135748577459 0.00012106439471040177 0.00037962434956831717 0.0036927221856292648
leaf_weight=115 40 114 100 143 31 100 26 134 119 130 109 30 172 31 50 122 157 26 67 241 47 67 70 48 31 372 31 92 99 33
leaf_count=115 40 114 100 143 31 100 26 134 119 130 109 30 172 31 50 122 157 26 67 241 47 67 70 48 31 372 31 92 99 33
internal_value=-0.00110583 -0.00154956 -0.0009298 -0.000379676 -0.00355795 -0.00421907 -0.00280423 -0.000685985 -0.000322997 -0.00267409 -0.00472 0.00244048 0.000389831 -0.00529183 0.00158678 0.0027204 0.00392982 -0.000603015 0.00694915 -0.00356725 -0.00453704 -0.00208696 -0.0072549 -0.000838926 -0.00475 -0.000236686 0.00160839 0.00349398 -0.000851064 0.00206349
internal_weight=2947 2622 2140 1780 360 482 367 1680 1537 358 239 325 1179 246 594 396 274 198 117 341 215 114 101 585 79 506 285 155 130 125
internal_count=2947 2622 2140 1780 360 482 367 1680 1537 358 239 325 1179 246 594 396 274 198 117 341 215 114 101 585 79 506 285 155 130 125
cat_boundaries=0 2 32 34 51 52 53 71 72 73 75 76 84 85
cat_threshold=257 30756 1073741824 2048 0 0 0 1 0 2147483648 0 0 0 33554432 2048 512 0 0 0 0 4096 0 2147483776 0 4194304 8 0 32768 0 0 524288 4096 257 36 0 0 1073741824 0 0 0 0 805306368 33554432 0 0 0 0 0 0 0 144 67108898 67198976 0 0 67108864 2097152 0 0 0 0 0 32 32768 0 0 0 0 0 4096 128 16793666 67108864 16793922 34 282 0 0 0 0 0 0 131072 131072 194
is_linear=0
shrinkage=0.04


Tree=115
num_leaves=31
num_cat=12
split_feature=7 8 12 2 2 2 7 8 12 2 3 9 17 2 2 2 2 0 0 11 7 2 0 2 1 3 12 2 2 8
split_gain=3.43824 3.47952 2.27837 1.62179 1.78875 1.78412 1.3846 1.602 1.85631 1.53107 1.36408 1.25441 1.15614 1.1114 1.04014 1.17798 0.999129 1.05595 0.966179 1.18292 0.963466 0.952626 0.923614 0.862554 1.02867 0.838931 0.830205 1.3566 1.33847 0.817586
threshold=0 1 2 1472.5000000000002 416.00000000000006 231.50000000000003 3 4 5 72.500000000000014 1988.5000000000002 6 7 182.50000000000003 35.500000000000007 9.5000000000000018 1.5000000000000002 14.500000000000002 35.850000000000009 8 9 28.500000000000004 47.250000000000007 111.00000000000001 5.5000000000000009 2015.5000000000002 10 25.500000000000004 6.5000000000000009 11
decision_type=9 9 9 10 10 10 9 9 9 10 10 9 9 8 10 10 8 8 10 9 9 8 10 8 10 10 9 10 8 9
left_child=11 2 29 4 5 6 10 14 9 22 23 21 13 -10 15 -8 -14 -18 -19 -20 -13 -1 25 24 -3 26 28 -28 -9 -2
right_child=1 3 -4 -5 -6 -7 7 8 12 -11 -12 20 16 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00069018438635442441 6.5864488357973979e-05 -0.00012679424121643025 -0.00010373286709050689 -0.0012284816289668044 0.00034766142377904433 -0.0004413954720812541 -0.00066906475039687054 -0.00066036125310503741 -0.00067892782178681445 8.5209784418225352e-05 -0.00077443146196380045 4.5495110866511369e-05 9.9616661830559394e-05 0.0009873532511087647 -0.00046311795478850117 6.740755110520524e-05 -0.00023758673502939588 3.868028430275672e-05 0.00029246702277113456 -0.00026276897915515461 0.0038792630613281886 0.00014542785648295365 -0.0003612925721518323 -0.0016046544162362153 0.00022808015927594738 0.0007154439233892873 -0.00026197503298476478 -0.00043805530593871823 1.4374443556874895e-06 0.00055840895061560765
leaf_weight=48 141 141 206 26 52 42 25 43 77 92 64 106 30 30 40 38 49 221 301 125 120 62 44 25 41 53 206 111 194 168
leaf_count=48 141 141 206 26 52 42 25 43 77 92 64 106 30 30 40 38 49 221 301 125 120 62 44 25 41 53 206 111 194 168
internal_value=-0.000869268 -0.00136364 0.00155894 -0.00209515 -0.00197555 -0.00216759 -0.00198872 -0.00152663 -0.00118463 -0.00262599 -0.00460993 0.00288184 0.000118483 -0.00355932 -0.00614035 -0.0034375 0.000705563 0.000401722 0.000833333 -0.00028103 0.00455696 -0.000661157 -0.00334356 -0.00317308 -0.00218579 -0.00292763 -0.00338739 -0.00469512 -0.00137097 0.0036875
internal_weight=2921 2585 515 2070 2044 1992 1950 1679 1576 743 271 336 833 107 103 63 726 696 647 426 226 110 651 207 182 607 554 317 237 309
internal_count=2921 2585 515 2070 2044 1992 1950 1679 1576 743 271 336 833 107 103 63 726 696 647 426 226 110 651 207 182 607 554 317 237 309
cat_boundaries=0 17 44 45 62 91 93 95 96 98 115 116 128
cat_threshold=268566529 1 0 2105344 32 0 0 8192 2048 8224 0 0 0 0 0 0 16 16 0 0 134217728 0 1 262144 0 0 0 0 131076 8192 1048576 0 4096 0 0 33554432 8192 256 0 0 0 0 268435456 64 83945506 0 128 67117056 516 0 134217728 0 0 33554432 0 8192 256 0 0 0 0 1073741952 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 2048 0 0 4194304 0 0 1073741824 0 0 524288 180576 32 0 28800 35 4 1024 0 0 0 2097152 0 0 0 0 2048 0 0 0 0 0 0 0 16 180224 0 0 0 0 0 0 262144 0 0 0 0 131076
is_linear=0
shrinkage=0.04


Tree=116
num_leaves=31
num_cat=11
split_feature=7 15 12 7 2 12 9 12 0 2 2 12 2 0 1 12 6 0 6 2 2 0 2 2 2 2 0 2 2 2
split_gain=2.65982 1.52395 2.46149 1.42283 1.77453 2.14441 2.12964 2.02982 1.5514 1.48928 1.3945 1.21775 1.43652 2.04615 1.69462 1.17877 0.978015 0.918115 1.04061 0.902978 0.896581 0.71625 0.745616 0.834936 0.685475 0.67021 0.824875 1.04277 0.91137 0.666806
threshold=0 1 2 3 24.500000000000004 4 5 6 35.250000000000007 33.500000000000007 33.500000000000007 7 19.500000000000004 40.250000000000007 4.5000000000000009 8 9 37.750000000000007 10 36.500000000000007 19.500000000000004 14.500000000000002 59.500000000000007 37.500000000000007 52.500000000000007 24.500000000000004 31.500000000000004 4.5000000000000009 15.500000000000002 4.5000000000000009
decision_type=9 9 9 9 10 9 9 9 10 10 10 9 10 10 10 9 9 10 9 10 10 10 10 10 10 8 8 10 10 8
left_child=11 2 -2 19 6 9 20 8 -8 -6 -4 -1 14 -14 -13 16 -7 25 -19 -3 -5 -18 23 -23 -12 26 27 -9 -29 -20
right_child=1 3 10 4 5 15 7 17 -10 -11 24 12 13 -15 -16 -17 21 18 29 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.1680133340993279e-05 -0.00035163525855260504 -0.00067426150836766394 -0.00013698340042161305 0.00039000669316529012 -0.00036804810016867863 2.6533124960650414e-05 2.1111162206253198e-05 0.00014163237386298987 -0.00045933130928240475 0.00013940780562286649 0.0022741672791300261 0.0035479609278295499 0.0011353187884971306 -0.00036031332844864037 -0.00017986117782555766 -0.00043473526029444545 -0.00062468850989773729 -0.00029920664952925335 -0.00012427881097707428 8.0222762630910444e-06 0.0029274067672418625 -0.00033915127593363791 -1.152255924900203e-05 -0.00060479056183233132 5.8367276021300541e-05 -4.0396523800865228e-05 0.0047386271413432015 -6.2036890057228793e-05 2.8416008839968756e-05 0.00024788678155459823
leaf_weight=142 217 157 97 203 57 139 81 41 184 189 25 46 161 34 121 167 25 110 47 62 27 50 98 51 32 52 27 36 41 184
leaf_count=142 217 157 97 203 57 139 81 41 184 189 25 46 161 34 121 167 25 110 47 62 27 50 98 51 32 52 27 36 41 184
internal_value=-0.000833333 -0.00138589 -0.00371728 -0.000941638 -0.00056044 -0.00200772 0.000522244 -0.00046683 -0.00326087 0.00108949 0.000242424 0.00178641 0.00300268 0.00540816 0.000357143 -0.00340111 -0.00197861 0.000947177 -0.000292398 -0.00391304 0.00381743 -0.00357447 -0.0029 -0.00529412 0.00517241 0.00313131 0.00452055 0.00302521 0.00025641 0.00123967
internal_weight=2903 2399 371 2028 1809 776 1033 803 265 246 154 504 362 195 167 530 363 538 341 219 230 224 199 101 57 197 145 118 77 231
internal_count=2903 2399 371 2028 1809 776 1033 803 265 246 154 504 362 195 167 530 363 538 341 219 230 224 199 101 57 197 145 118 77 231
cat_boundaries=0 18 19 20 38 39 41 42 43 44 45 46
cat_threshold=268566528 268435584 1048576 8196 524320 0 0 805314560 2048 0 32 0 128 268435456 0 0 16 256 2282749952 92514 2 1 33554432 2621952 0 8258 0 0 33554432 8192 8192 0 16 0 0 32 0 128 19808 1073872896 12416 67276064 67133536 16883714 338 6
is_linear=0
shrinkage=0.04


Tree=117
num_leaves=31
num_cat=14
split_feature=8 7 12 1 8 12 7 12 14 4 12 3 12 4 6 13 3 11 3 3 3 1 4 1 17 5 3 1 4 3
split_gain=4.06632 2.59519 2.59429 1.8324 1.56443 1.245 0.979762 1.13613 1.03338 2.57135 1.60004 0.973572 0.970692 0.915932 0.914655 0.926296 1.44358 1.19375 0.760247 0.683779 0.665174 0.663914 0.643674 0.698798 0.571056 0.529318 0.558242 0.528311 0.525995 0.525461
threshold=0 1 2 5.5000000000000009 3 4 5 6 7 120418.00000000001 8 1995.5000000000002 9 4850.0000000000009 10 11 2020.5000000000002 12 1962.0000000000002 2007.5000000000002 1996.5000000000002 4.5000000000000009 16098220000.000002 3.5000000000000004 13 4.5000000000000009 2007.5000000000002 5.5000000000000009 12415638000.000002 1993.5000000000002
decision_type=9 9 9 10 9 9 9 9 9 10 9 10 9 10 9 9 8 9 10 10 8 10 8 10 9 8 10 8 8 10
left_child=2 3 -1 11 13 19 7 -7 9 10 18 -2 22 24 15 -12 -17 -18 27 -6 -16 -14 -10 -24 -3 -4 -27 -8 -9 -26
right_child=1 4 25 -5 5 6 8 28 12 -11 14 -13 21 -15 20 16 17 -19 -20 -21 -22 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=-8.1448404580797273e-06 0.00072514256418521939 5.3095905262985354e-05 -0.00032723555851802642 0.0052951718621390143 3.4232716973150446e-05 -1.5883077603930928e-05 -0.000311970853078023 -0.0014867057671558472 -0.001255053885000983 -0.001404870659591495 0.00050287339996298638 -0.00064729104803298301 0.00035934986702521602 -0.0001667137805232244 -0.0018273794397680376 -0.00039197140681821455 -6.509251100919044e-05 0.00060772295153356027 -0.00020503494025440717 -0.00029069884592054508 -8.9656027002007479e-05 0.00063102996623968014 0.00047592620179017333 -0.0008647824843149366 0.00044258185493532663 -0.00035535053387498295 -0.00096650514613980218 -6.3445816640310686e-05 -0.00017840970946210178 1.907782424311222e-05
leaf_weight=138 162 120 37 39 215 117 175 30 26 27 146 37 83 33 27 58 130 153 75 26 323 102 41 38 95 160 34 66 182 33
leaf_count=138 162 120 37 39 215 117 175 30 26 27 146 37 83 33 27 58 130 153 75 26 323 102 41 38 95 160 34 66 182 33
internal_value=-0.000928645 -0.000350195 -0.00478947 0.00353414 -0.000763293 -0.00115066 -0.00151381 -0.00347059 -0.00105334 -0.00157851 -0.00129983 0.0021 0.00106312 0.0019863 -0.000353774 0.000763052 -0.000397727 0.000774648 -0.00366972 0.00150794 -0.00188366 0.0027551 -0.00189655 -0.00025 0.00289157 -0.00735537 -0.00676923 -0.00487603 -0.00520179 0.00460432
internal_weight=2928 2559 369 238 2321 2040 1799 329 1470 1180 1153 199 290 281 837 487 341 283 316 241 350 185 105 79 248 231 194 241 212 128
internal_count=2928 2559 369 238 2321 2040 1799 329 1470 1180 1153 199 290 281 837 487 341 283 316 241 350 185 105 79 248 231 194 241 212 128
cat_boundaries=0 29 45 46 66 68 85 86 87 88 90 91 92 94 95
cat_threshold=1073741824 8 4 134217728 0 0 0 2147483648 0 0 0 33554432 2112 0 0 0 0 0 33554432 2048 128 0 0 8 0 0 64 0 524288 268566528 1 0 2097152 32 0 33554432 268443648 0 8192 32768 256 67108864 268435456 0 32 17974592 16 4 0 0 0 1 262144 0 1 0 0 2048 0 1048576 0 0 0 0 4096 8192 83888128 2 0 0 603979776 4 0 64 0 536870912 65536 32 8224 0 0 0 67108864 0 4224 1147904 139280 1213696 73824 32 332 4 32 1024 13
is_linear=0
shrinkage=0.04


Tree=118
num_leaves=31
num_cat=7
split_feature=7 12 12 9 0 0 2 0 1 2 2 2 1 11 7 0 0 0 5 2 0 2 2 2 0 4 0 12 2 2
split_gain=3.76477 2.3951 2.21906 2.20007 1.85365 1.57531 1.65749 1.52786 1.26003 1.80527 1.04438 1.0358 1.03101 1.20998 1.35507 1.06088 0.984442 1.24982 0.865221 0.780869 1.46792 1.38018 1.95525 0.911484 0.779024 0.685389 0.677094 0.885418 0.832317 0.700884
threshold=0 1 2 3 24.500000000000004 38.57500000000001 14.500000000000002 16.750000000000004 3.5000000000000004 1550.0000000000002 73.500000000000014 32.500000000000007 4.5000000000000009 4 5 16.750000000000004 36.400000000000006 40.250000000000007 5.5000000000000009 41.500000000000007 14.500000000000002 20.500000000000004 28.500000000000004 55.500000000000007 35.850000000000009 4041470000.0000005 32.500000000000007 6 231.50000000000003 7.5000000000000009
decision_type=9 9 9 9 8 8 10 10 10 8 10 10 10 9 9 10 10 10 8 10 10 8 8 10 10 10 10 9 8 8
left_child=1 7 4 5 -2 -4 -7 10 25 -10 11 -1 16 15 -15 -14 -5 -18 -9 21 -21 24 -23 -22 -3 -6 -16 28 -28 -29
right_child=2 19 3 12 8 6 -8 18 9 -11 -12 -13 13 14 26 -17 17 -19 -20 20 23 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-1.1163804263460974e-05 -0.00018841843952241533 7.6409640389840663e-06 5.7625342843437011e-06 -1.6398027154806982e-05 0.0030417387340339985 -0.0009801389330601751 -0.00049339062732805421 0.00010899005962599518 0.00034938157670246997 -0.000739970320087906 0.00011407585081940397 -0.00030535290474354327 4.2307217436530207e-05 0.00010321111363545299 0.00017390678066259824 -0.00026161020927677469 -0.0014831477342157841 -0.0010661046405790132 -0.00037984877311526334 -0.00071141267593368698 -0.00087397804350242581 0.00080162523258888287 3.3895495838649483e-05 1.8069962873852319e-05 -0.00019538652693078972 0.00013976794485667909 -6.0942437520914443e-05 -0.00045497934217138438 -0.0011246885417512686 0.00014142723248777855
leaf_weight=89 58 94 39 101 64 56 59 36 520 34 26 43 37 101 48 98 32 49 362 25 34 26 100 113 85 26 254 55 25 242
leaf_count=89 58 94 39 101 64 56 59 36 520 34 26 43 37 101 48 98 32 49 362 25 34 26 100 113 85 26 254 55 25 242
internal_value=-0.000811733 -0.00273946 0.000251441 -0.00079536 0.00201964 -0.00509091 -0.00775862 -0.00451499 0.00266667 0.00194595 -0.00125786 -0.00270677 -0.00011396 0.000464576 0.00111413 -0.00287671 -0.00284153 -0.00609756 -0.00591479 -0.000614754 -0.00277457 0.000588235 0.00377953 -0.00121622 -0.00166667 0.00703297 0.000377953 0 -0.00158621 0.00149351
internal_weight=2931 1033 1898 1196 702 154 115 556 644 554 158 132 1042 860 725 135 182 81 398 477 172 305 126 147 179 90 624 576 279 297
internal_count=2931 1033 1898 1196 702 154 115 556 644 554 158 132 1042 860 725 135 182 81 398 477 172 305 126 147 179 90 624 576 279 297
cat_boundaries=0 17 19 21 23 24 33 35
cat_threshold=131075 268435488 1140858880 526848 524290 134217728 131072 272760832 0 8224 0 128 268435456 0 0 32 1073741968 83887458 32 83887362 2 256 20 16416 0 1 0 4 0 0 0 536870912 33619968 198688 32
is_linear=0
shrinkage=0.04


Tree=119
num_leaves=31
num_cat=10
split_feature=7 12 7 4 8 8 10 17 12 7 3 2 2 2 0 5 2 0 7 2 2 0 2 5 2 2 2 2 2 2
split_gain=4.90186 2.3734 1.97766 1.97661 1.53296 1.19091 1.15662 1.02711 1.57238 1.45193 1.71038 1.565 1.1492 1.17024 1.14229 1.76229 1.03245 1.23105 1.01625 1.30789 0.979619 0.967133 0.876393 0.841874 0.824456 0.778655 0.787347 0.775641 0.767217 1.07206
threshold=0 1 2 8400.0000000000018 3 4 5 6 7 8 1995.5000000000002 39.500000000000007 23.500000000000004 15.500000000000002 37.750000000000007 3.5000000000000004 17.500000000000004 35.850000000000009 9 22.500000000000004 55.500000000000007 35.850000000000009 41.500000000000007 1.5000000000000002 12.500000000000002 19.500000000000004 8.5000000000000018 4.5000000000000009 85.500000000000014 8.5000000000000018
decision_type=9 9 9 10 9 9 9 9 9 9 10 10 8 10 10 8 8 10 9 10 10 10 10 10 10 10 8 10 10 8
left_child=25 3 28 5 -4 -2 7 14 9 24 16 -12 13 21 -6 23 -11 -18 19 -7 22 -10 -14 -16 -9 26 -1 -23 29 -3
right_child=1 2 4 -5 6 18 -8 8 12 10 11 -13 20 -15 15 -17 17 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00038313029533412648 0.00012306740872517708 -1.9955617743860898e-05 -0.00020338899726830563 -0.00078158833654839554 -0.00097194694330319468 -0.0002323562739580609 -0.00023949212911379193 9.5711736686787682e-05 0.0016924473710500721 0.00042074973714086641 0.00022858994094541175 -0.00064686062528870989 -0.00021032388139175851 0.00051567455400721937 0.00023589650304991494 -0.00071196954516217659 2.7357983042861634e-05 0.0035452302730074338 -0.00014839806533778699 0.0013852024389855088 -6.5708454354407312e-06 -0.0012922989519289984 -0.00074300835891619958 0.0011115062539071019 -6.3902594138163241e-05 -0.00015681217895725298 -0.00084788259699411842 2.7633491272780477e-05 -0.00013843769686339158 0.0012370334847929599
leaf_weight=81 137 49 123 65 27 46 150 32 42 130 74 28 67 37 48 119 55 89 633 56 96 25 26 40 68 152 94 52 53 221
leaf_count=81 137 49 123 65 27 46 150 32 42 130 74 28 67 37 48 119 55 89 633 56 96 25 26 40 68 152 94 52 53 221
internal_value=-0.00109053 -0.000492497 0.000421179 -0.00208861 -0.000268857 -0.00160367 0.000180921 0.00065666 0.00132212 0.00279261 0.00392765 -0.00038835 -0.000730337 0.00178344 -0.00163265 -0.000673077 0.00567273 0.008 -0.0022252 0.00141593 -0.00284211 -0.000166667 -0.00574468 0.00359551 -0.00144144 -0.0056213 -0.00761364 -0.00282051 0.00317365 0.00413284
internal_weight=2915 2588 1651 937 1328 872 1205 1055 821 476 376 102 345 156 234 207 274 144 735 102 189 119 93 88 100 327 175 77 323 270
internal_count=2915 2588 1651 937 1328 872 1205 1055 821 476 376 102 345 156 234 207 274 144 735 102 189 119 93 88 100 327 175 77 323 270
cat_boundaries=0 18 20 37 58 81 82 83 84 101 118
cat_threshold=131074 16 570433536 524288 0 134217728 0 272629760 33554432 134217760 32768 256 0 0 67108864 32 1073741824 384 16908640 34 268435457 129 1073741824 8192 32 0 131072 0 0 8208 8192 0 0 268435456 0 0 16 0 0 0 0 2147483648 0 0 2147483648 0 0 0 4 0 0 0 0 0 0 0 0 384 1073741824 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 4096 0 0 0 0 384 0 4194304 288 10 68191234 0 0 67108864 0 0 0 0 537001984 2048 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 67584 0 0 0 0 0 0 0 4112
is_linear=0
shrinkage=0.04


Tree=120
num_leaves=31
num_cat=11
split_feature=8 12 12 2 2 8 4 9 12 4 2 4 2 2 2 2 3 13 12 3 12 2 2 6 2 16 2 4 2 1
split_gain=3.11096 1.68108 1.2882 1.72158 1.41737 1.1283 1.14503 1.12082 2.03346 1.6959 1.47243 1.069 1.01797 1.348 1.61828 0.800008 1.12278 0.771661 1.36953 2.16958 1.22537 1.00652 0.899903 1.93484 1.61327 0.853594 1.41384 0.743797 0.735861 0.957746
threshold=0 1 2 47.500000000000007 9.5000000000000018 3 950.00000000000011 4 5 1050.0000000000002 60.500000000000007 6670500000.000001 61.500000000000007 85.500000000000014 119.00000000000001 3.5000000000000004 2012.5000000000002 6 7 2007.5000000000002 8 33.500000000000007 13.500000000000002 9 4.5000000000000009 10 2.5000000000000004 21074995000.000004 47.500000000000007 4.5000000000000009
decision_type=9 9 9 10 10 9 10 9 9 10 8 8 8 8 8 8 8 9 9 8 9 8 10 9 8 1 10 8 10 8
left_child=2 -2 3 15 -4 6 12 8 9 10 -7 -6 28 -14 -15 -1 -17 18 19 -9 25 -21 23 -22 -25 26 -19 -5 29 -3
right_child=1 5 4 27 11 7 -8 17 -10 -11 -12 -13 13 14 -16 16 -18 20 -20 21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00052319697305634348 -0.00015347200277247453 0.0011756186754626442 1.6526145916131439e-05 4.905951698169986e-05 -0.0001994437789485204 2.6820587394666972e-05 -0.00072394189812598599 0.0028325835615961381 -0.00057590045529437367 0.0013720347537289257 -0.00087746329464806656 0.0014721268051798831 7.7788975604278226e-05 -0.00054107626139092706 0.00010773985862108759 0.0010900267615679127 -8.3486302654023347e-06 0.0010056313505188541 2.9705791910856759e-05 -0.0010898027680327261 -0.00026012007384331072 -2.9404748914458878e-05 -0.00033860899896719586 -7.9474230103429019e-05 0.0015220191656433002 0.0014202230600630372 3.6100947160697675e-05 -0.00095498726878233246 -0.00026916825694392802 -5.5857823906251272e-05
leaf_weight=25 467 43 92 25 28 156 43 25 149 30 30 101 56 51 95 28 172 29 183 58 103 31 188 35 78 57 124 55 57 341
leaf_count=25 467 43 92 25 28 156 43 25 149 30 30 101 56 51 95 28 172 29 183 58 103 31 188 35 78 57 124 55 57 341
internal_value=-0.000981055 -0.00158197 0.00178771 6.32911e-05 0.00405172 -0.00105423 -0.00235294 -0.00034188 -0.00218085 0.000352423 -0.00106952 0.00692308 -0.00195652 0.000394089 -0.00163265 0.00185841 0.000995025 0.000412148 -0.00123377 -0.00448 0.001216 -0.00777778 -9.63855e-05 0.00165899 0.005 0.00361991 0.00220779 -0.00493827 -0.00303167 -0.00238961
internal_weight=2955 2429 526 305 221 1962 686 1276 365 216 186 129 643 202 146 225 200 911 297 114 614 89 404 216 113 210 153 80 441 384
internal_count=2955 2429 526 305 221 1962 686 1276 365 216 186 129 643 202 146 225 200 911 297 114 614 89 404 216 113 210 153 80 441 384
cat_boundaries=0 29 31 32 62 64 65 66 68 70 71 72
cat_threshold=1073741840 2048 0 0 0 1 262144 0 0 32768 0 2052 0 1049088 0 0 0 0 0 8192 0 0 0 0 0 268451840 4 0 128 149536 2 81986 0 4 0 0 2147483648 0 0 2147483648 0 0 0 0 2112 0 0 4096 0 0 0 0 256 0 16777216 8 0 0 64 0 524288 12288 256 4244 67174722 4 41216 32 16810240 32 90 2
is_linear=0
shrinkage=0.04


Tree=121
num_leaves=31
num_cat=13
split_feature=8 12 9 6 17 7 12 12 8 3 2 6 9 2 13 2 2 2 2 2 2 2 3 6 2 2 1 1 1 1
split_gain=3.1096 2.47112 1.68815 1.56483 1.43562 1.41859 2.82271 2.12493 1.42375 1.33209 2.23201 1.22904 1.30727 1.18332 1.16947 2.47588 1.09027 1.08499 1.07254 0.997163 1.37372 0.963577 1.22913 0.928716 1.03563 0.769074 0.694512 0.671875 0.66738 0.66416
threshold=0 1 2 3 4 5 6 7 8 2000.5000000000002 24.500000000000004 9 10 442.50000000000006 11 2.5000000000000004 100.50000000000001 59.500000000000007 4.5000000000000009 58.500000000000007 4.5000000000000009 3.5000000000000004 2010.5000000000002 12 15.500000000000002 4.5000000000000009 3.5000000000000004 5.5000000000000009 5.5000000000000009 5.5000000000000009
decision_type=9 9 9 9 9 9 9 9 9 8 10 9 9 10 9 10 8 10 10 10 10 8 10 9 10 10 10 8 8 8
left_child=5 2 -2 25 23 6 16 26 -9 10 -6 21 28 14 29 -16 17 -1 -10 20 -14 -11 -23 24 -3 -4 -7 -17 -13 -5
right_child=1 4 3 13 9 7 -8 8 18 11 -12 12 19 -15 15 27 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.6156041134228759e-05 0.00011108208010149668 0.00040575851882685755 0.0035281593002668998 -0.00024931367012491989 -0.00185394003953121 -0.00041241412157170035 -7.5013839848594446e-05 9.3627014050667869e-06 0.00014976691024035205 0.0011828449421632924 0.0001996962310688133 -3.4494348335343262e-05 0.00019880089647305254 0.00066110024060257895 -0.0010114347724180562 4.8744635042368144e-05 -5.4225799942102525e-05 9.5361195840055758e-05 -0.00031153617984841731 -0.00042817994940634206 0.0024960247379890179 2.5238019687741086e-05 -0.00095311136669550933 -0.00059617781337291127 -0.00022288210105507746 -9.6129297213245484e-05 -0.00039611540394773214 0.0015367088094757619 0.00045829104954997035 -0.00072371369274641499
leaf_weight=95 181 79 28 273 26 48 308 179 44 34 26 71 80 36 59 53 25 27 151 33 163 212 25 104 130 130 162 26 39 58
leaf_count=95 181 79 28 273 26 48 308 179 44 34 26 71 80 36 59 53 25 27 151 33 163 212 25 104 130 130 162 26 39 58
internal_value=-0.000984171 0 -0.00159064 -0.00252226 0.00131655 -0.00272381 -0.000987124 -0.00403361 -0.00207792 0.00230556 -0.00377358 0.00282675 0.00423174 -0.00360465 -0.00421277 -0.000805369 0.00341772 0.00520325 -0.00436893 0.00571429 0.00680328 0.000638298 -0.000252101 -0.000925926 0.000636364 0.000946746 -0.00723982 0.00375 0.000330579 -0.0054386
internal_weight=2905 1866 844 663 1022 1039 455 584 374 709 52 657 386 505 469 138 147 122 195 276 243 271 237 313 209 158 210 79 110 331
internal_count=2905 1866 844 663 1022 1039 455 584 374 709 52 657 386 505 469 138 147 122 195 276 243 271 237 313 209 158 210 79 110 331
cat_boundaries=0 30 32 34 35 36 48 50 52 81 82 84 85 86
cat_threshold=1342177280 8 4 134217728 2147483648 0 0 2147483648 1 0 0 33554688 2112 0 0 4096 0 0 4096 0 128 0 16777216 8 0 1073741824 0 0 524288 4096 206176 32 0 20480 66 11 0 0 67108864 0 0 64 0 131072 33622016 0 0 128 16778274 32 16785696 32 0 8 0 0 0 0 0 0 1 0 0 0 2048 0 0 0 0 0 0 0 128 0 16777216 0 0 0 0 0 524288 28 0 28676 6 384
is_linear=0
shrinkage=0.04


Tree=122
num_leaves=31
num_cat=11
split_feature=7 9 7 8 0 0 11 12 3 2 2 3 1 3 9 7 3 2 2 0 2 2 12 2 17 0 1 12 2 0
split_gain=2.95524 2.10495 2.04836 1.68312 2.39366 1.76302 1.35064 1.32102 1.2021 1.08003 0.954529 0.917822 0.860212 0.856241 0.856132 0.757623 1.4197 0.740763 0.729329 0.671386 0.675797 0.698727 0.666002 1.77028 1.67915 1.16514 1.83261 1.43739 1.05665 1.00093
threshold=0 1 2 3 46.250000000000007 47.750000000000007 4 5 1999.5000000000002 30.500000000000004 108.50000000000001 2017.5000000000002 4.5000000000000009 2007.5000000000002 6 7 2001.5000000000002 45.500000000000007 9.5000000000000018 42.250000000000007 10.500000000000002 24.500000000000004 8 65.500000000000014 9 37.750000000000007 5.5000000000000009 10 5.5000000000000009 38.20000000000001
decision_type=9 9 9 9 10 10 9 9 8 8 10 10 10 10 9 9 10 10 10 10 10 10 9 8 9 10 8 9 10 8
left_child=7 13 9 5 6 10 18 -1 -9 -3 19 22 -10 -2 17 -16 -17 -14 -5 20 -4 -22 23 29 28 26 -26 -27 -24 -8
right_child=1 2 3 4 -6 -7 11 8 12 -11 -12 -13 14 -15 15 16 -18 -19 -20 -21 21 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00010787681402511851 0.0020991051321173518 0.002075620874086752 -0.00035438780181536346 -0.00056270218829631343 -0.0004371143743586714 0.00047614525965670399 -0.0013983854123415539 -0.00066064742576585898 -0.00027607608361783774 0.0028914819792814229 0.0012030896206337617 -0.00032222368203047583 -0.00020314116489977607 -8.9229477592596136e-05 9.5427573000677064e-05 4.2042930407859558e-06 -0.00035670079124876963 1.982616244141866e-05 -0.00039639934589214221 -0.00058187663646982915 0.00068122665735167228 -9.1912501088060595e-05 0.0021679868020012096 0.0011218888267386263 0.0010619471815548566 5.1711833550847073e-05 -0.00040012953172514188 -0.00072952147312449261 0.00010414698527711153 0.00019568444843166334
leaf_weight=420 110 51 67 31 94 34 31 25 143 50 39 76 73 37 101 356 52 28 72 66 60 53 37 71 75 140 87 229 95 159
leaf_count=420 110 51 67 31 94 34 31 25 143 50 39 76 73 37 101 356 52 28 72 66 60 53 37 71 75 140 87 229 95 159
internal_value=-0.00102599 2.25352e-05 -0.000405405 -0.000785855 -0.00147351 0.00175758 -0.000960145 -0.00254756 -0.00152091 0.00482143 0.000769231 -0.000474777 -0.00124668 0.00443038 -0.000589198 0.000115385 -0.000668258 -0.00375 -0.00508772 -0.000161943 0.00110497 0.00298246 -0.00012973 0.00154412 -0.000801187 -0.00180812 0.000981595 -0.00308108 0.00307692 -0.000418848
internal_weight=2962 1764 1617 1516 1197 319 1103 1198 778 101 285 1000 753 147 610 509 408 101 103 246 180 113 924 261 663 531 162 369 132 190
internal_count=2962 1764 1617 1516 1197 319 1103 1198 778 101 285 1000 753 147 610 509 408 101 103 246 180 113 924 261 663 531 162 369 132 190
cat_boundaries=0 16 18 36 59 60 62 64 73 74 75 76
cat_threshold=131072 268435456 1677729792 524800 65538 134227968 131072 805437440 33622016 32 0 128 16 0 67108864 32 1073741824 144 268451840 1 0 10240 0 64 0 8192 0 0 0 0 0 0 0 0 0 256 1073741824 0 0 0 0 0 262144 2147483648 0 0 0 4 2048 1049088 0 0 0 0 0 0 128 0 4194304 67141664 67215616 2 1 16388 131072 0 67108864 0 2 0 0 0 65536 16793602 24 1084480
is_linear=0
shrinkage=0.04


Tree=123
num_leaves=31
num_cat=12
split_feature=7 8 7 8 0 13 12 11 12 2 12 2 2 2 2 1 1 12 1 12 2 0 2 1 2 3 8 2 2 2
split_gain=3.44321 1.88843 1.94896 1.43793 1.80984 1.57262 2.82281 2.66684 4.70996 1.59075 1.38833 1.73543 1.1745 1.26262 1.58736 1.24775 0.99104 0.976673 0.915961 1.24274 1.35181 0.863207 0.842518 0.825021 0.823884 0.822424 0.802615 0.907403 0.798261 0.765226
threshold=0 1 2 3 45.425000000000004 4 5 6 7 321.00000000000006 8 49.500000000000007 4.5000000000000009 12.500000000000002 16.500000000000004 5.5000000000000009 5.5000000000000009 9 5.5000000000000009 10 24.500000000000004 27.750000000000004 455.00000000000006 5.5000000000000009 84.500000000000014 2008.5000000000002 11 1.5000000000000002 283.00000000000006 866.50000000000011
decision_type=9 9 9 9 8 9 9 9 9 8 9 8 8 8 8 8 8 9 10 9 10 10 8 8 10 8 9 10 8 8
left_child=10 17 -3 25 5 7 16 18 -9 21 11 -1 -8 -14 -15 -16 -7 23 19 20 -5 -10 -19 -2 -13 -4 -12 -28 -27 -17
right_child=1 2 3 4 -6 6 12 8 9 -11 26 24 13 14 15 29 -18 22 -20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=1.4308427648188626e-05 -0.00022756185215676793 0.0008563411849021918 -0.00044508726663234911 0.0011143564437841036 -0.00045284727879177925 0.00017370004365737656 -0.0016334435750237474 5.4805467889522673e-05 -0.00017680933909748121 0.00026146905748529291 -1.1406286985717883e-05 -0.00061627112657625105 0.0010259669249207803 -0.00068728173648366917 0.00013890399019366839 -0.00047292594322669859 0.0044385509406475168 -0.00037308947938257119 0.0014172625598573418 -0.00059974472940076855 -0.00011787038397542915 -0.00088965910711792163 0.00018640289438295098 0.0027342434486089928 -1.3091423052742357e-05 0.00034484250107531979 -0.00083986544758015921 -0.00021553649676917531 -4.4689916100111303e-05 0.00023472378581210763
leaf_weight=173 68 141 30 83 61 100 33 115 118 26 127 52 65 31 204 55 33 167 42 115 40 79 28 33 51 215 40 498 63 39
leaf_count=173 68 141 30 83 61 100 33 115 118 26 127 52 65 31 204 55 33 167 42 115 40 79 28 33 51 215 40 498 63 39
internal_value=-0.00119617 -0.000240602 0.000282519 -0.000141207 -0.000752 -0.000407125 0.00112084 -0.0017806 -0.00412607 -0.0074359 -0.00317227 -0.000696864 -0.000502283 0.000101266 -0.000909091 0 0.00597222 -0.00312704 0.00109966 0.000167364 0.00283582 -0.0089899 -0.00475728 0.000178571 -0.00480769 0.00225705 -0.0041716 -0.0048816 0.00301075 -0.00378947
internal_weight=2925 1984 1688 1547 1239 1178 560 618 338 223 941 276 427 394 329 298 133 296 280 238 123 197 195 101 103 308 665 538 278 94
internal_count=2925 1984 1688 1547 1239 1178 560 618 338 223 941 276 427 394 329 298 133 296 280 238 123 197 195 101 103 308 665 538 278 94
cat_boundaries=0 18 48 61 87 88 89 90 91 92 94 96 117
cat_threshold=2 268435456 1174667264 2621952 2 134217792 131072 272629760 67584 32 40992 256 0 0 67108864 32 128 384 1073741824 0 0 0 65536 0 0 0 0 0 0 256 0 512 0 0 0 0 4096 0 2147483776 0 0 0 0 1073790976 68 0 524288 4096 268451840 129 0 0 0 0 0 8192 33554432 0 0 0 16 16 0 0 0 0 1 262144 0 1 0 0 4 0 0 0 4096 0 0 0 8192 0 0 4194304 0 0 268435456 10 204864 4 68207648 68672 258 32 65794 32 0 12 0 0 0 0 262144 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 256
is_linear=0
shrinkage=0.04


Tree=124
num_leaves=31
num_cat=7
split_feature=7 8 2 2 2 2 9 4 8 9 2 7 9 2 1 2 0 2 5 0 1 2 2 2 2 2 3 4 2 2
split_gain=2.96837 2.20226 1.8548 1.71399 1.70173 1.70723 1.44334 1.65051 1.40081 1.97599 1.64083 1.28792 1.37721 1.41563 1.40266 2.64743 1.17153 1.00621 1.00972 0.916863 0.896886 1.01543 1.55438 0.938889 0.810583 0.809082 0.930225 0.780384 0.871987 1.21601
threshold=0 1 10.500000000000002 67.500000000000014 535.00000000000011 199.50000000000003 2 2560040000.0000005 3 4 8.5000000000000018 5 6 12.500000000000002 5.5000000000000009 3.5000000000000004 40.675000000000004 8.5000000000000018 4.5000000000000009 37.750000000000007 1.5000000000000002 54.500000000000007 47.500000000000007 26.500000000000004 365.00000000000006 203.50000000000003 1997.5000000000002 54014.000000000007 49.500000000000007 151.50000000000003
decision_type=9 9 10 10 10 10 9 8 9 9 8 9 9 10 8 10 8 8 8 10 10 10 10 8 8 10 10 8 10 8
left_child=6 2 -2 -4 5 19 16 -8 9 10 -3 -10 13 14 15 -13 -1 -11 -19 -5 23 22 -22 -14 -25 26 -23 -15 -29 -30
right_child=1 8 3 4 -6 -7 7 -9 11 17 -12 12 20 27 -16 -17 -18 18 -20 -21 21 25 -24 24 -26 -27 -28 28 29 -31
leaf_value=2.7571622585540469e-05 -0.00088125662481068905 -0.0019660370877967993 1.871504904354282e-05 1.7156892533876091e-05 0.00012027729167591872 -0.00061789326636901626 -0.00015271884413131431 0.0023327089578878456 -0.00065090315919029255 0.0023023900381438978 1.369526492425166e-05 -0.0022530374777853268 0.0023600690293928751 -0.00014597496443293778 0.001667432829853368 2.1818340071106946e-05 -0.00029935864679227821 -7.8452997294959913e-05 0.00091564602725298979 -0.0004522487338490322 -4.4103522514582492e-05 2.5753315304299917e-05 -0.00069878724602787654 -0.0011627806265639862 0.00035277652499921431 -0.00061580056369713531 0.00034663138951842145 -0.0007811342880374994 0.00045374452970470714 -0.0010676412959808345
leaf_weight=183 102 30 112 25 36 30 51 161 120 38 101 25 41 34 47 60 44 62 47 28 1014 183 47 26 91 34 39 68 25 28
leaf_count=183 102 30 112 25 36 30 51 161 120 38 101 25 41 34 47 60 44 62 47 28 1014 183 47 26 91 34 39 68 25 28
internal_value=-0.0011865 -0.00171725 -0.0047093 -0.00284483 -0.00616667 -0.00928571 0.00182222 0.00412556 -0.00123445 0.00138408 -0.00211268 -0.00162705 -0.00133108 -0.0038255 -0.000902256 -0.00395349 -0.000420168 0.00443038 0.00272727 -0.00481481 -0.000820996 -0.00116844 -0.00171375 0.00201258 0.000169492 0.00108949 0.00197309 -0.00653846 -0.00803279 -0.00407407
internal_weight=2932 2493 333 231 119 83 439 212 2160 278 131 1882 1762 287 132 85 227 147 109 53 1475 1317 1061 158 117 256 222 155 121 53
internal_count=2932 2493 333 231 119 83 439 212 2160 278 131 1882 1762 287 132 85 227 147 109 53 1475 1317 1061 158 117 256 222 155 121 53
cat_boundaries=0 17 47 49 75 77 95 97
cat_threshold=268451841 1 0 2105348 34 2 0 8192 33554432 402653232 0 0 16 268435456 0 0 144 0 2060 4 0 0 0 0 2147483648 0 0 0 131072 2112 0 0 0 0 0 0 2048 0 0 4194304 0 0 0 4 0 524288 4096 0 2068 1073741840 2 0 134217728 2147483648 1 262144 0 0 0 0 2048 8192 0 0 0 0 0 0 0 0 524288 0 0 0 268451840 0 2080 0 0 603987968 524288 0 0 0 0 2048 0 0 0 0 0 0 0 0 128 1 12320
is_linear=0
shrinkage=0.04


Tree=125
num_leaves=31
num_cat=17
split_feature=7 7 12 9 15 13 6 3 11 12 12 0 0 11 9 7 12 0 6 1 0 6 0 0 6 3 5 3 0 0
split_gain=4.24304 2.27896 1.91458 2.39355 2.47394 1.76421 1.46115 1.75532 1.12327 1.47834 1.13191 1.15685 1.0674 1.33585 1.06842 1.49759 1.98275 1.8977 1.89177 0.990904 0.975953 0.969314 0.912338 0.770723 0.674295 0.910885 0.830982 0.638964 0.616675 0.579683
threshold=0 1 2 3 4 5 6 2018.5000000000002 7 8 9 23.500000000000004 46.250000000000007 10 11 12 13 22.750000000000004 14 5.5000000000000009 35.850000000000009 15 38.20000000000001 39.07500000000001 16 1999.5000000000002 4.5000000000000009 2016.5000000000002 35.250000000000007 29.500000000000004
decision_type=9 9 9 9 9 9 9 8 9 9 9 10 8 9 9 9 9 10 9 10 10 9 10 10 9 10 8 8 10 10
left_child=6 19 3 20 -5 -6 7 -1 9 -8 23 -12 13 21 22 27 17 -17 -18 -2 -3 -4 -15 -10 25 26 -7 -16 -20 -26
right_child=1 2 12 4 5 24 8 -9 10 -11 11 -13 -14 14 15 16 18 -19 28 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0025549314222202213 9.3522964962815535e-05 -4.5801747218732205e-05 -0.00025660051075966807 -0.00019513105991251223 4.6495572550391275e-05 -3.5126890332861651e-05 -0.00051110529759739625 -0.00034223476661978227 -0.00037728318610554369 -2.9421490653191997e-05 0.0040054449201148406 -6.992008526118809e-06 -0.00015153012693353674 -7.4887356467527862e-05 -2.1931168360111999e-05 -4.0751840291619603e-06 -0.0001489849124176601 -0.00072409125540687572 7.7170964985029402e-06 0.0055565674307219834 -0.0010890481735521007 0.0001730459616954505 -0.001417540366488126 -4.2215695005225485e-05 -2.3346328578881527e-05 -0.00033630365700368261 0.00072210781742697348 0.00040732533066204727 0.00046990562121052904 -0.00086816127296060583
leaf_weight=29 169 25 119 127 172 51 105 115 38 135 27 92 92 76 31 58 139 71 34 39 94 531 33 77 82 31 71 81 91 92
leaf_count=29 169 25 119 127 172 51 105 115 38 135 27 92 92 76 31 58 139 71 34 39 94 531 33 77 82 31 71 81 91 92
internal_value=-0.00103142 -0.000232759 -0.00063447 -0.00224868 -0.00119309 0.000117647 -0.00394277 -0.00748387 -0.00272165 -0.00462151 -0.000653061 0.002 0.00026335 0.00056917 -0.000768 3.87597e-05 -0.00113861 -0.005 0.000872727 0.00365297 -0.00723077 0.00181543 -0.00416667 -0.00333333 -0.00159763 0.000365854 0.00195122 0.00390244 0.00426471 -0.00324324
internal_weight=2927 2309 2101 745 626 499 618 144 474 240 234 119 1356 1264 614 505 393 129 264 208 119 650 109 115 327 153 122 112 125 174
internal_count=2927 2309 2101 745 626 499 618 144 474 240 234 119 1356 1264 614 505 393 129 264 208 119 650 109 115 327 153 122 112 125 174
cat_boundaries=0 18 29 30 32 33 34 35 38 39 41 44 46 63 65 66 67 68
cat_threshold=0 16 67117056 526848 2 2112 33685504 272629760 0 8224 0 128 0 0 0 32 0 384 268435456 1 1048576 0 32 134217730 4194304 536879104 0 268435456 32 222272 256 8244 2150629376 4 70 16416 1024 524288 10594 40962 32 4 1024 524288 1 20480 0 128 0 0 0 0 0 0 67584 0 0 0 0 0 0 0 16 83888384 2 12 128 340
is_linear=0
shrinkage=0.04


Tree=126
num_leaves=31
num_cat=15
split_feature=7 8 12 2 7 12 2 12 9 4 15 2 12 6 11 2 2 11 4 2 2 2 4 6 13 4 6 3 2 3
split_gain=3.27488 2.74958 2.48964 2.91738 2.43693 1.78511 1.54505 3.68708 1.86429 1.66427 1.63928 1.76506 1.80107 1.60885 1.46765 1.3906 1.37503 1.28849 1.65774 1.19521 1.09908 1.07751 1.05644 1.09477 0.985267 1.12332 0.958953 1.04549 0.947364 0.946948
threshold=0 1 2 5.5000000000000009 3 4 12.500000000000002 5 6 1950.0000000000002 7 40.500000000000007 8 9 10 34.500000000000007 52.500000000000007 11 3890.0000000000005 70.500000000000014 44.500000000000007 29.500000000000004 481.00000000000006 12 13 15.000000000000002 14 2020.5000000000002 29.500000000000004 1999.5000000000002
decision_type=9 9 9 10 9 9 10 9 9 10 9 10 9 9 9 10 10 9 10 8 10 10 10 9 9 10 9 8 8 10
left_child=16 2 -2 -4 5 19 7 8 22 26 11 14 -13 17 15 -8 24 18 21 -3 -7 -12 23 -6 -1 28 27 -9 -26 -15
right_child=1 4 3 -5 6 20 10 9 -10 -11 13 12 -14 29 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.1338188245692039e-05 4.4012453543018637e-07 0.0022380392231313097 -0.00035083677327186536 0.0011178145118373806 0.0023266528552365173 -0.00063941667928638427 3.9257727976647063e-05 -0.00063671154597244595 0.0020478010337682305 0.0028178055047624185 -0.00043437974892363229 0.00077394009003775468 -1.9945440299053984e-05 -0.00039736540996457851 -0.00022870868643714459 -0.00018919532313461219 -0.00087749672321685073 7.1005186598043226e-05 0.00013552236609449154 3.6018861777513675e-05 0.00098974573361452654 -0.00075297445060428458 -0.0010984042491158164 -3.6675997677875214e-05 -0.0008808024182423679 -0.0017442563931681931 -0.00022092181554729252 0.00042644643210550728 0.00017141203217086343 5.6699812859406508e-05
leaf_weight=130 248 73 45 128 100 69 76 27 116 32 42 103 195 266 227 29 61 149 33 36 37 45 27 133 77 26 276 76 29 31
leaf_count=130 248 73 45 128 100 69 76 27 116 32 42 103 195 266 227 29 61 149 33 36 37 45 27 133 77 26 276 76 29 31
internal_value=-0.000761128 -0.000281369 0.00263889 0.00619565 -0.000851064 0.00309735 -0.00129388 7.61421e-05 0.00289406 -0.00251185 -0.00220551 -0.00074883 0.00147157 -0.0037435 -0.00276276 0.0012069 -0.00449102 -0.00135714 -0.00427481 0.0065 -0.000683761 -0.0075 0.000885609 0.00179487 -0.00334601 -0.00559441 -0.00331579 0.000175439 -0.00411215 -0.00577922
internal_weight=2942 2619 421 173 2198 215 1983 787 376 411 1196 630 298 566 332 105 323 269 120 109 106 87 260 233 262 132 379 103 106 297
internal_count=2942 2619 421 173 2198 215 1983 787 376 411 1196 630 298 566 332 105 323 269 120 109 106 87 260 233 262 132 379 103 106 297
cat_boundaries=0 18 44 46 63 64 66 68 69 71 72 73 75 76 77 78
cat_threshold=131075 0 270336 526848 0 134217794 0 809500672 0 32 0 320 0 0 67108864 0 0 256 268435472 2050 0 0 0 1 0 0 0 32768 0 2052 10240 1048576 0 0 0 0 33554432 10240 256 0 4194304 0 0 268435456 67330082 32 0 1 536870912 8192 0 0 0 8192 33554432 402653200 8192 0 16 268435456 0 32 16 16875522 17858562 34 0 26628 67108864 98560 32 386 32800 32772 1536 200 12 210
is_linear=0
shrinkage=0.04


Tree=127
num_leaves=31
num_cat=7
split_feature=7 8 0 2 2 2 2 0 9 2 2 4 7 2 6 4 2 2 2 2 1 14 0 6 2 3 2 0 2 3
split_gain=3.08288 2.1294 1.91829 1.70186 1.65936 1.52985 1.67083 1.4538 1.46213 2.06248 1.37921 1.44036 1.23461 1.18292 1.00464 0.954777 0.889461 0.885594 0.787559 1.07499 0.777644 0.986777 1.49913 1.23075 0.782686 0.897827 0.739028 0.599339 1.29196 0.594589
threshold=0 1 16.750000000000004 32.500000000000007 73.500000000000014 30.500000000000004 74.500000000000014 27.250000000000004 2 24.500000000000004 95.500000000000014 7650.0000000000009 3 99.000000000000014 4 4350.0000000000009 62.500000000000007 122.50000000000001 75.500000000000014 10.500000000000002 5.5000000000000009 5 35.850000000000009 6 15.500000000000002 2014.5000000000002 9.5000000000000018 39.07500000000001 108.50000000000001 2008.5000000000002
decision_type=9 9 10 10 10 10 10 8 9 10 10 10 9 10 9 10 10 10 8 10 10 9 10 9 10 10 10 10 10 10
left_child=2 29 3 -1 -5 7 16 26 9 12 -8 17 -9 -6 -10 -16 -7 -12 19 -4 21 23 -23 -14 25 -25 -3 -20 -29 -2
right_child=1 5 18 4 13 6 10 8 14 -11 11 -13 20 -15 15 -17 -18 -19 27 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=2.6725825085520684e-05 -0.00031604627545490872 -0.0013158619738887723 -0.00032211086917453006 -0.00019268761677018631 0.000316057755143504 0.00030908945176875589 -0.00088601617634409991 0.00017773092820881688 -0.00018126354694828707 -0.00093482832634244066 0.000998964962991522 -0.0010493426865440369 -0.0011354641973341018 -7.5501358159968393e-05 0.0021323703078016364 -0.00026306322915509384 0.00055336792470029651 9.7594596070891269e-05 -0.00037350177766981574 -6.4811280654311084e-05 0.00021962069668195029 0.0040557259915441077 -6.2028532131890306e-05 -0.00059584446176476292 0.00021628109746465895 8.0733198771980593e-05 -9.7612033150085162e-05 -0.00099956958248426987 3.6769046974889364e-05 2.2036990982314821e-05
leaf_weight=188 216 37 170 145 30 170 60 101 113 74 35 28 118 25 140 35 38 179 55 365 86 39 141 144 42 28 28 36 32 45
leaf_count=188 216 37 170 145 30 170 60 101 113 74 35 28 118 25 140 35 38 179 55 365 86 39 141 144 42 28 28 36 32 45
internal_value=-0.00129755 -0.000324948 -0.00302744 -0.000822622 -0.00338308 0.000218579 0.00203523 -0.000603372 -0.000244821 -0.00114796 0.000132013 0.00148148 -0.000485714 0.0025 0.00214047 0.00397849 0.00478469 0.00260465 -0.00437026 -0.00369403 -0.00118227 -0.00179337 0.000628272 -0.00303207 -0.00106667 -0.00231214 -0.00636364 -0.00725806 -0.00463768 -0.00360294
internal_weight=2943 1897 1046 388 200 1636 510 1126 1061 773 302 242 699 55 288 175 208 214 658 535 598 512 180 332 214 172 65 123 68 261
internal_count=2943 1897 1046 388 200 1636 510 1126 1061 773 302 242 699 55 288 175 208 214 658 535 598 512 180 332 214 172 65 123 68 261
cat_boundaries=0 18 47 49 66 67 68 69
cat_threshold=131075 0 1140850688 2621440 524288 134217792 131072 537001984 33619968 268443680 8192 0 268435456 0 0 32 0 256 0 4 0 134217728 0 0 0 0 0 0 0 260 0 0 0 0 0 0 33554432 0 2147483904 0 16777216 8 0 1073741824 4 0 524288 256 14372 0 0 537919488 4 0 0 0 0 2048 0 0 128 0 0 0 0 1073741824 22 139264 14
is_linear=0
shrinkage=0.04


Tree=128
num_leaves=31
num_cat=11
split_feature=7 8 12 7 12 0 9 1 2 13 2 0 2 12 2 2 2 1 1 3 9 2 2 12 3 3 13 2 2 3
split_gain=3.25477 2.56343 2.27572 2.25364 2.30616 2.22747 1.95395 1.6672 1.3335 1.25673 2.0803 1.47635 1.42564 1.13338 1.09224 1.08831 1.13023 1.08772 1.05194 1.04955 0.936936 1.02141 2.08899 0.990222 0.935905 0.830094 0.828133 1.09808 0.752473 0.792741
threshold=0 1 2 3 4 22.750000000000004 5 5.5000000000000009 55.500000000000007 6 203.50000000000003 45.425000000000004 108.50000000000001 7 176.00000000000003 34.500000000000007 8.5000000000000018 4.5000000000000009 5.5000000000000009 2010.5000000000002 8 64.500000000000014 29.500000000000004 9 2018.5000000000002 1975.5000000000002 10 11.500000000000002 95.500000000000014 2023.5000000000002
decision_type=9 9 9 9 9 10 9 8 8 9 10 8 8 9 10 8 10 8 8 10 9 10 8 9 10 10 9 8 10 8
left_child=13 2 28 17 6 -4 -5 8 24 10 12 18 -6 14 15 16 -1 -3 19 -11 23 22 -22 -19 -8 -10 -15 -28 29 -2
right_child=1 3 5 4 9 -7 7 -9 25 11 -12 -13 -14 26 -16 -17 -18 20 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-9.7568670849170754e-05 0.00010805110033459187 0.0011757240628263333 -0.00014909758961497487 -0.00097325713423064293 -0.00011057318361778812 4.020653555567577e-05 -5.1577672341380776e-05 -0.00027342881440514335 0.00044147735638674137 5.1541558994543382e-05 -0.00092110378213384081 -0.00042742391108589571 0.0013065425278144715 -0.00014417314577723774 0.001965413139356329 -1.5687019285763881e-05 0.001970280584259001 -0.00026196879832980359 0.00042721532286883247 -0.00015787668851793057 -0.00097910958740889944 -0.00065232742025266076 0.00072220908796069236 -1.7931225850951193e-05 -0.00078080521806718657 -5.5306756295507857e-05 0.0038934969518823691 9.8355105259528842e-06 -0.0007027518072311523 0.0024403666552549907
leaf_weight=28 51 39 30 106 297 82 387 170 95 281 33 31 34 114 25 110 86 101 117 34 77 25 29 162 27 41 29 188 27 75
leaf_count=28 51 39 30 106 297 82 387 170 95 281 33 31 34 114 25 110 86 101 117 34 77 25 29 162 27 41 29 188 27 75
internal_value=-0.00104366 -0.00170195 0.00195652 -0.00217454 -0.00147837 -0.00227642 -0.00296296 -0.00213406 -0.00108893 2.38663e-05 -0.00170667 0.00139241 -0.000783133 0.00162437 0.00361538 0.00284444 0.00556522 -0.00472973 0.00203233 0.000822785 -0.00546835 -0.00830986 -0.0071028 -0.00357664 -0.00221687 0.00233577 5.84795e-05 0.00149123 0.005 0.00661417
internal_weight=2931 2351 265 2086 1653 112 826 720 550 827 364 463 331 580 249 224 114 433 432 315 394 131 106 263 414 136 331 217 153 126
internal_count=2931 2351 265 2086 1653 112 826 720 550 827 364 463 331 580 249 224 114 433 432 315 394 131 106 263 414 136 331 217 153 126
cat_boundaries=0 17 43 45 63 65 67 68 69 71 73 74
cat_threshold=268582913 129 0 2048 32 0 0 8192 65536 134217744 0 128 144 268435456 0 0 4240 16 2 0 0 0 1 0 0 1 32768 0 2048 0 0 268435456 0 0 0 0 2048 256 0 4194304 0 0 268484608 32866 32 0 16 1048576 524292 0 134217728 131072 536870912 0 32 0 0 0 0 0 32 1073741824 384 239680 34 256 36 12 16943138 0 2080 17842464 32 2
is_linear=0
shrinkage=0.04


Tree=129
num_leaves=31
num_cat=10
split_feature=8 7 8 2 7 12 0 2 2 1 2 2 2 2 12 2 3 2 2 2 0 3 2 0 6 2 2 12 7 11
split_gain=3.39987 2.44521 1.8552 1.34541 2.51891 1.72907 1.48791 1.37804 1.26109 1.23757 1.23401 1.20401 1.49268 1.24392 1.60323 1.19665 1.05398 1.09567 1.59923 1.02049 1.0178 0.903057 1.12336 0.877412 0.75928 1.05858 0.71037 0.692856 1.16743 0.798509
threshold=0 1 2 11.500000000000002 3 4 40.675000000000004 15.500000000000002 13.500000000000002 2.5000000000000004 1.5000000000000002 50.500000000000007 455.00000000000006 10.500000000000002 5 176.00000000000003 2001.5000000000002 58.500000000000007 25.500000000000004 7.5000000000000009 23.500000000000004 2003.5000000000002 5.5000000000000009 42.250000000000007 6 5.5000000000000009 1.0000000180025095e-35 7 8 9
decision_type=9 9 9 10 9 9 10 10 10 10 10 8 8 10 9 10 10 10 10 10 10 8 10 10 9 10 10 9 9 9
left_child=11 -2 21 4 20 -6 7 8 -5 26 -11 13 15 19 23 -13 27 18 -18 -1 -4 -3 -23 -15 25 -12 -7 28 -9 -29
right_child=1 2 3 6 5 9 -8 16 -10 10 24 12 -14 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00017699110688795372 0.0011772106617935663 0.00013616546094155524 -1.7477631731424027e-05 -5.0390796141748241e-05 -0.00016404199102424856 0.0025246136913403207 -0.00078460684081605337 3.525105712419929e-05 -0.00026079781998639362 -0.00025293412040987561 0.00252874207593468 -6.5542663445583576e-05 0.00010401335703001279 0.00027784074526543634 0.0005138638823241593 -0.00043048521101731298 -9.6370119875466284e-05 -8.7833460985677905e-05 0.0021429482276335678 -0.00016760486062430857 -0.00094758785360248509 4.4867548240787867e-05 -0.00039126716143854877 -0.00052672800354500279 8.7670140024656006e-05 0.0011316344327136462 0.0043258819446796793 -0.00012769653746236287 -0.00013255625519221326 -0.00010108874973305149
leaf_weight=103 112 26 54 56 242 75 117 180 93 87 42 85 50 76 112 27 40 62 59 59 53 31 175 25 126 60 29 190 250 223
leaf_count=103 112 26 54 56 242 75 117 180 93 87 42 85 50 76 112 27 40 62 59 59 53 31 175 25 126 60 29 190 250 223
internal_value=-0.000993151 -0.00163811 -0.00192898 -0.00152269 -0.000208062 0.000744048 -0.00232887 -0.00188908 -0.00546667 0.00227907 0.00107595 0.00186131 -0.000981595 0.0031383 0.00514019 -0.00353982 -0.00135323 0.00160494 0.0042 0.000490798 -0.00559322 -0.00526749 -0.00637681 0.000892857 0.00262009 0.00495575 0.00609524 -0.00191943 -0.000725624 -0.00306604
internal_weight=2919 2382 2270 2038 768 661 1270 1153 149 419 315 537 162 375 213 112 1004 161 99 162 107 232 206 101 228 102 104 843 430 413
internal_count=2919 2382 2270 2038 768 661 1270 1153 149 419 315 537 162 375 213 112 1004 161 99 162 107 232 206 101 228 102 104 843 430 413
cat_boundaries=0 30 42 71 89 90 91 92 93 101 102
cat_threshold=268435472 2056 0 0 2147483648 1 262144 0 1 32768 0 133124 0 1048576 0 0 0 0 0 10240 0 0 4194304 0 0 0 0 0 0 8192 131074 1 0 0 0 2 0 8192 0 0 8192 256 0 4 4 134217728 0 0 0 2147483648 0 0 0 0 64 0 0 0 0 0 4096 2 0 0 0 8 0 0 68 0 524288 0 0 0 4 2 0 0 131072 2048 0 32 0 0 0 0 0 0 128 1107008 98 138 83945538 0 0 0 4 0 0 131072 131072 16416
is_linear=0
shrinkage=0.04


Tree=130
num_leaves=31
num_cat=13
split_feature=7 11 8 9 4 5 8 3 7 15 13 6 0 8 0 6 9 0 4 11 0 4 0 3 4 3 0 4 1 3
split_gain=3.93125 2.03964 1.83416 1.32434 2.28821 1.13842 1.16957 1.41756 1.16273 1.06239 1.09451 1.12313 1.06282 0.969965 0.919131 0.980333 0.7492 1.02205 0.713626 0.70357 1.20941 0.624203 0.594472 0.54674 0.544652 0.527421 1.00369 0.486106 0.430021 0.450913
threshold=0 1 2 3 355.00000000000006 1.5000000000000002 4 1997.5000000000002 5 6 7 8 36.400000000000006 9 42.960000000000008 10 11 42.250000000000007 55828770000.000008 12 15.500000000000002 8048725000.000001 43.675000000000004 2015.5000000000002 52809240000.000008 2007.5000000000002 37.750000000000007 25409110000.000004 3.5000000000000004 2010.5000000000002
decision_type=9 9 9 9 8 10 9 10 9 9 9 9 10 9 8 9 9 10 8 9 10 8 10 8 8 10 10 8 10 10
left_child=5 -2 -3 9 -5 6 24 8 22 10 11 12 -4 -11 15 -6 17 -10 -17 20 -13 -18 -8 -12 -1 -9 -27 -25 -20 -30
right_child=1 2 3 4 14 -7 7 25 16 13 23 19 -14 -15 -16 18 21 -19 28 -21 -22 -23 -24 27 -26 26 -28 -29 29 -31
leaf_value=0.002681952201407327 -0.00027679593538138648 -0.00030971087811078492 -0.00058432013770726599 0.0023832574716254129 7.0592803702567149e-05 0.00080187755929589605 -0.00011466327787136521 0.0013992414277076649 1.458992824041161e-05 7.6152997356047087e-05 -0.00019173618524472857 -4.3315454260408614e-05 0.00026318866805858933 -0.00014739283320306385 -0.001298429652156301 -0.0012022466026181179 -0.00015936530901264234 -0.0009034874053313758 6.7628889893995851e-05 -0.00015031908916753877 0.0011511326228148989 0.0023095639703489467 -0.0016598052040212254 0.00013185601408132188 3.4502491325589801e-05 0.0003793797308148328 -5.7799158486595558e-05 7.6649340811023599e-05 -0.00043574552095755338 3.3945549624441182e-05
leaf_weight=25 194 106 25 27 109 50 232 55 94 101 66 105 117 514 60 27 34 27 38 157 26 92 25 27 84 27 54 246 155 28
leaf_count=25 194 106 25 27 109 50 232 55 94 101 66 105 117 514 60 27 34 27 38 157 26 92 25 27 84 27 54 246 155 28
internal_value=-0.00112705 -0.00201964 -0.00160411 -0.00128331 -0.00316484 0.00125926 0.00088 0.000184332 -0.000792079 -0.000659498 0.000333333 -0.000997732 0.00183007 -0.00188498 -0.00397129 -0.00318436 0.00116279 -0.00106061 -0.00447876 -0.00240803 -0.000140845 0.00321168 -0.00261194 0.002 0.0045 0.00379562 0.00170732 0.00284672 -0.00387387 -0.00467391
internal_weight=2927 2128 1934 1828 444 799 749 640 504 1384 769 430 142 615 417 357 247 121 248 288 131 126 257 339 109 136 81 273 221 183
internal_count=2927 2128 1934 1828 444 799 749 640 504 1384 769 430 142 615 417 357 247 121 248 288 131 126 257 339 109 136 81 273 221 183
cat_boundaries=0 18 20 50 52 75 92 93 94 95 121 122 124 125
cat_threshold=268435459 161 637534208 2105348 34 0 0 8192 67584 16 0 8192 67108992 0 67108864 32 4112 256 2214608896 1049600 268435456 12 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 0 8 0 0 64 0 0 4096 1073741952 22656 0 2056 0 0 0 0 0 0 0 0 0 0 0 1048576 0 4096 0 0 0 8192 0 0 4194304 0 128 536870912 4 0 0 0 0 67584 0 0 0 0 0 0 0 4096 201326592 10 340 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 0 128 0 0 0 0 16384 448 0 2052 32800
is_linear=0
shrinkage=0.04


Tree=131
num_leaves=31
num_cat=9
split_feature=7 8 7 0 8 2 3 7 12 0 12 2 2 2 2 2 2 3 0 4 11 2 3 2 1 2 2 0 4 6
split_gain=3.63201 2.38342 2.0444 1.97254 1.79071 1.77764 1.24791 1.11812 1.64038 2.26004 1.42539 1.6594 1.35589 1.28875 1.55239 1.21712 1.20933 1.25899 1.11094 1.05168 1.00412 0.984182 0.978779 0.918725 1.19215 0.859719 0.856882 1.75072 1.42458 1.5741
threshold=0 1 2 42.250000000000007 3 44.500000000000007 2005.5000000000002 4 5 12.250000000000002 6 58.500000000000007 9.5000000000000018 75.500000000000014 49.500000000000007 39.500000000000007 24.500000000000004 2007.5000000000002 38.20000000000001 3890.0000000000005 7 5.5000000000000009 2004.5000000000002 10158.000000000002 5.5000000000000009 8.5000000000000018 65.500000000000014 32.500000000000007 3146480000.0000005 8
decision_type=9 9 9 10 9 10 10 9 9 10 9 10 10 8 10 10 10 10 10 10 9 8 10 8 8 8 10 8 8 9
left_child=5 -2 3 -3 22 6 21 10 20 -10 12 15 -6 14 16 25 17 -11 -18 -15 23 -1 -4 24 -9 -12 28 -28 -22 -30
right_child=1 2 4 -5 7 -7 -8 8 9 13 11 -13 -14 19 -16 -17 18 -19 -20 -21 26 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00096402667857443448 -0.00019776085027388036 0.00094511179628085527 3.0256057602251473e-05 -6.3283474835600375e-05 -0.00074763524519099183 -0.00077615493849865665 -0.0014424426070721098 -0.00061164914758784052 -0.00013238352713091929 0.00018497810148950577 1.6394340975054435e-05 -0.00054525263594118912 6.5049736561064724e-05 -0.0001280673439930169 0.00034139679497204869 0.0019249956774012845 4.3535131308303222e-05 -0.00014355957577770085 -0.00049550179658723441 0.00014393657999551835 0.00022968561899432418 0.00010399770617677717 0.00078434500307615455 3.3865878878245329e-05 -0.0011769371536498596 -0.00030243293275219687 0.00096584699726758321 -0.00010891959077397929 0.00018098164264593208 -0.0001828627129532734
leaf_weight=38 235 139 186 76 28 70 25 65 28 231 42 42 92 130 30 34 42 30 65 26 105 88 47 35 28 109 50 122 142 544
leaf_count=38 235 139 186 76 28 70 25 65 28 231 42 42 92 130 30 34 42 30 65 26 105 88 47 35 28 109 50 122 142 544
internal_value=-0.00097094 -0.00055269 -0.000177491 0.00345133 -0.000538869 -0.00577586 -0.00355263 -0.000925652 -0.000486936 0.00121417 -0.00296089 -0.00478992 0.000610687 0.0018018 0.00300752 -0.00333333 0.00227642 0.00374046 -0.0012963 -0.00127389 -0.00139746 -0.00188976 0.00270492 -0.00460432 -0.00702128 -0.00486842 -0.000924025 0.0016185 -0.0014899 -0.00215429
internal_weight=2924 2703 2468 215 2253 221 151 2020 1673 582 347 227 120 554 398 185 368 261 107 156 1091 126 233 128 93 151 963 172 791 686
internal_count=2924 2703 2468 215 2253 221 151 2020 1673 582 347 227 120 554 398 185 368 261 107 156 1091 126 233 128 93 151 963 172 791 686
cat_boundaries=0 18 47 61 88 106 108 109 112 113
cat_threshold=131072 268435456 1073741824 526336 0 66 0 4194304 0 8192 32768 256 0 0 0 0 1073741952 256 0 4 4 0 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 4096 0 128 0 0 8 0 0 0 0 524288 268435457 128 0 0 32 0 4194304 268443648 33554432 0 32 0 67108992 268435456 1342177296 0 0 0 2147483648 1 0 0 0 0 0 0 0 0 268435456 0 0 0 0 2048 256 0 4194304 0 0 0 4 0 0 536879104 2097156 0 134217728 131072 0 0 32 0 0 0 0 67108864 32 0 128 60482 32 67161152 49152 0 524288 66
is_linear=0
shrinkage=0.04


Tree=132
num_leaves=31
num_cat=15
split_feature=7 11 8 3 7 12 12 0 12 0 13 4 8 3 8 14 17 0 6 0 12 0 4 3 0 4 12 0 4 3
split_gain=3.58111 2.05458 2.40571 1.80588 1.40126 2.50696 1.31005 1.19585 1.4443 1.34771 1.08275 0.905304 1.33629 1.60554 0.722461 0.778808 0.89267 1.07934 0.982886 2.09915 1.26024 0.923769 0.767226 0.731204 0.701043 0.637182 0.615439 0.756861 0.598728 0.538087
threshold=0 1 2 2001.5000000000002 3 4 5 43.675000000000004 6 9.5000000000000018 7 8.0000000000000018 8 1992.5000000000002 9 10 11 43.675000000000004 12 18.500000000000004 13 35.250000000000007 12093950000.000002 2000.5000000000002 38.57500000000001 25235975000.000004 14 23.500000000000004 4683340000.000001 1997.5000000000002
decision_type=9 9 9 10 9 9 9 10 9 10 9 10 9 10 9 9 9 10 9 10 9 10 8 10 10 8 9 10 8 10
left_child=3 29 6 28 7 10 24 8 -4 -10 -6 12 13 -8 22 -16 -17 18 19 -18 21 -20 -7 -22 -3 -11 27 -27 -1 -2
right_child=1 2 4 -5 5 14 11 -9 9 25 -12 -13 -14 -15 15 16 17 -19 20 -21 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.003775206825421833 -0.00037082377029811652 -0.00014276984804375558 9.3189059266762791e-06 0.0031833005023479545 -0.00031596776685844931 -8.6238333160437724e-05 3.7761106291327451e-05 -0.0013843166978217169 0.001709662041332578 -0.00086491682081152993 -3.1658685103295168e-05 -5.7689957994995211e-05 0.00077575990402777961 -0.00061314810361412953 0.00019205141539565317 -0.00081504217125420557 -3.0055687506802542e-05 0.00042185662457733031 -0.00089231329710422365 0.00062337861672819624 -0.00066044942446843893 0.00015311194534696428 0.0011707586077130472 0.00033445256805855197 -7.5565569906359544e-05 -0.00022252443710865321 -0.00026023971181437844 3.3565329822238255e-06 3.9175178620496354e-05 -0.00017675803655137657
leaf_weight=41 119 35 111 42 299 38 88 42 33 35 236 70 198 26 111 136 176 56 25 80 129 170 94 38 80 34 141 75 137 53
leaf_count=41 119 35 111 42 299 38 88 42 33 35 236 70 198 26 111 136 176 56 25 80 129 170 94 38 80 34 141 75 137 53
internal_value=-0.0011665 -0.00156261 -0.00126217 0.00363636 -0.00186473 -0.0012758 0.00122047 -0.00377593 -0.0032093 -0.00449848 -0.00347985 0.00234097 0.00332268 -0.00032 -0.000131579 -0.000536481 -0.000974421 -0.000350365 -0.000840065 0.00104869 -0.00214477 9.70874e-05 0.00251748 -0.00460674 -0.00238095 -0.00552448 -0.00478088 -0.00183333 0.00201117 -0.00568306
internal_weight=2948 2728 2556 220 2059 1588 497 471 429 318 535 382 312 114 1053 921 810 674 618 256 362 195 132 167 115 285 250 109 178 172
internal_count=2948 2728 2556 220 2059 1588 497 471 429 318 535 382 312 114 1053 921 810 674 618 256 362 195 132 167 115 285 250 109 178 172
cat_boundaries=0 14 17 46 63 64 65 66 67 90 106 107 108 109 111 113
cat_threshold=268451841 1 8192 8192 524320 2 37748736 8192 0 0 32768 0 0 268435456 67108864 590848 6144 1073741840 12 0 0 2147483648 1 262144 0 1 0 0 2048 10240 0 0 0 0 0 0 0 256 0 4194304 0 0 0 0 0 524288 131072 0 603979776 0 0 134225920 131072 536870912 2048 32 32 0 0 0 67108864 0 4096 230464 85000448 1248256 10 0 8 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4194304 0 0 0 0 0 0 0 2147483648 0 0 0 4 0 512 0 4096 144 42 72 68157698 2 67141696 32
is_linear=0
shrinkage=0.04


Tree=133
num_leaves=31
num_cat=11
split_feature=8 7 12 2 14 4 2 7 2 0 8 2 0 12 7 1 13 11 4 2 0 9 4 2 2 0 2 1 2 2
split_gain=3.35873 2.12009 2.00068 1.97369 1.76495 1.85554 1.61299 1.59653 1.57805 1.34794 1.24347 1.06369 1.04202 0.989738 1.55703 1.35403 1.16692 1.28986 1.34641 1.14358 0.944954 0.858043 1.1429 0.7972 0.720777 0.740658 1.19531 0.975007 0.681344 0.794903
threshold=0 1 2 17.500000000000004 3 141.00000000000003 38.500000000000007 4 55.500000000000007 22.250000000000004 5 283.00000000000006 42.710000000000008 6 7 5.5000000000000009 8 9 8400.0000000000018 8.5000000000000018 14.500000000000002 10 111.00000000000001 9.5000000000000018 1.5000000000000002 36.400000000000006 33.500000000000007 5.5000000000000009 147.50000000000003 81.500000000000014
decision_type=9 9 9 8 9 10 8 9 8 10 9 8 10 9 9 10 9 9 8 8 10 9 10 10 10 10 10 8 10 10
left_child=2 3 -1 23 5 20 -5 12 -8 -4 -9 -10 -6 14 -12 21 17 -15 -19 -17 -3 -16 28 -2 -18 27 -27 -26 29 -23
right_child=1 4 9 6 7 -7 8 10 11 -11 13 -13 -14 16 15 19 24 18 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00039522885051383131 -0.00012949628379196554 -0.00041114598686302627 0.00014494821067600582 0.00011534243405606048 0.004591185976460679 -0.0009705106608473102 -0.0012222060859115303 0.00048588980727313217 2.5055299464504799e-05 -0.00023703223105503213 4.7482512612617715e-05 -0.00094218762094428149 1.3505118799166383e-05 9.1460492791917145e-05 0.00069602503626406073 3.8051448753719797e-05 -0.00035023592040467122 2.7203222639577974e-05 -0.00013598297202253919 -0.0002851793446750861 0.00098179264459211883 1.052243643371753e-05 -0.0011045008989833604 -0.00061986465507722242 0.00065841955501632298 -0.0019490078170012026 0.00028648770586414685 0.0052381345693380864 -0.00046546407538059501 0.00049350542867522052
leaf_weight=249 67 76 51 69 65 40 36 102 82 146 106 61 40 110 103 37 67 50 496 77 50 458 87 62 37 31 35 29 41 29
leaf_count=249 67 76 51 69 65 40 36 102 82 146 106 61 40 110 103 37 67 50 496 77 50 458 87 62 37 31 35 29 41 29
internal_value=-0.00130435 -0.000728269 -0.00446389 -0.00345361 -0.000238861 -0.0040678 -0.00144578 9.9453e-05 -0.00344444 -0.00125 -0.000178384 -0.00152778 0.00465517 -0.000432373 0.000463646 -0.000142349 -0.00140878 -0.00221889 -0.00301616 -0.00417391 -0.00188976 0.000500695 -9.58466e-05 -0.00753846 0.0012381 0.00300752 0 0.00597015 0.000604915 0.00102459
internal_weight=2989 2543 446 377 2166 166 248 2000 179 197 1895 143 105 1793 938 832 855 656 546 114 126 718 615 129 199 132 66 66 528 487
internal_count=2989 2543 446 377 2166 166 248 2000 179 197 1895 143 105 1793 938 832 855 656 546 114 126 718 615 129 199 132 66 66 528 487
cat_boundaries=0 30 47 48 49 59 86 87 95 96 98 100
cat_threshold=268435472 0 0 0 65536 0 0 0 0 0 0 33685760 2112 0 0 0 0 0 33558528 2048 128 0 0 8 0 1073758208 0 0 524416 4096 131072 0 1677729792 2621444 2 64 0 268435456 33554432 0 8192 128 0 0 0 32 1073741952 67231778 131088 268435458 1 0 0 32 0 0 8192 0 16 0 2 4 0 0 1 0 0 0 32768 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 268435456 64 67201058 0 128 0 0 0 0 0 131072 6 49152 2147484672 256 8324
is_linear=0
shrinkage=0.04


Tree=134
num_leaves=31
num_cat=11
split_feature=7 9 7 12 13 12 12 2 5 12 15 2 0 2 6 2 0 2 2 1 6 2 2 0 2 1 2 2 4 2
split_gain=3.57679 2.06079 2.30181 1.79279 1.52855 2.74109 1.95774 1.6272 1.50543 1.42957 1.63283 1.39249 1.35328 1.23323 1.17864 2.13161 1.66055 1.05818 1.05161 1.00919 0.993286 0.95783 2.1572 1.74974 0.98069 0.933256 0.89109 0.865801 0.799868 1.3224
threshold=0 1 2 3 4 5 6 7.5000000000000009 1.5000000000000002 7 8 15.500000000000002 16.750000000000004 17.500000000000004 9 13.500000000000002 39.07500000000001 11.500000000000002 19.500000000000004 5.5000000000000009 10 33.500000000000007 55.500000000000007 16.750000000000004 12.500000000000002 3.5000000000000004 104.50000000000001 4.5000000000000009 2867949500.0000005 9.5000000000000018
decision_type=9 9 9 9 9 9 9 8 8 9 9 8 10 10 9 10 10 10 10 10 9 8 8 10 10 10 10 10 8 10
left_child=9 3 13 17 6 14 7 -4 -9 25 20 -5 18 -3 15 -6 -17 -2 -7 28 -11 23 -23 -16 27 -1 -12 -25 29 -14
right_child=1 2 4 11 5 12 -8 8 -10 10 26 -13 19 -15 21 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00096956492910607042 0.00031865492320484637 0.0029306455670467814 -0.00065136819494128419 -0.00088570822127003628 -0.00064403002730230698 -0.00026613905737260524 0.00010118915832883601 -0.00084526621001892012 4.0886818708365528e-05 -4.07695201160152e-05 -0.00040238682709773602 -0.0004647583474930883 -0.00045243426322933545 9.9504518801651895e-05 5.1221169224469069e-05 -0.00026023725290748702 0.0016964688561585462 -8.7454729807348038e-05 -7.8666564288099044e-05 0.00024767662646766551 -0.00056188031654215822 -0.00050801003921385757 -0.00015406751159588339 -0.00035400420449601457 -0.0017431302493512392 -5.0381107441381805e-05 -0.00034195404528340132 1.1751986301220541e-05 -1.0586242941172941e-05 0.0040549243811888406
leaf_weight=40 74 65 49 88 50 34 179 27 276 198 188 106 29 80 56 25 47 103 77 111 157 42 87 26 37 191 25 50 400 41
leaf_count=40 74 65 49 88 50 34 179 27 276 198 188 106 29 80 56 25 47 103 77 111 157 42 87 26 37 191 25 50 400 41
internal_value=-0.00106793 -0.000211982 0.000355753 -0.00287958 -8.46433e-05 -0.000926091 0.00166052 -0.000110193 0.000986842 -0.00333333 -0.00442142 -0.00546341 0.000625889 0.005 -0.00343387 0 0.00438356 0.000106383 -0.00339286 0.00140893 -0.00256831 -0.00478964 -0.00753846 -0.00294118 -0.00578947 -0.000578512 -0.00723214 -0.00311688 0.00059448 0.00450704
internal_weight=2958 2159 1788 371 1643 1112 531 352 303 799 568 194 692 145 420 122 72 177 111 581 355 298 129 169 113 231 213 76 470 70
internal_count=2958 2159 1788 371 1643 1112 531 352 303 799 568 194 692 145 420 122 72 177 111 581 355 298 129 169 113 231 213 76 470 70
cat_boundaries=0 18 20 34 36 37 39 41 42 43 44 45
cat_threshold=131074 16 1174413312 2624000 589824 64 131072 268435456 33554432 8240 32800 384 268435584 0 0 0 16 256 257 8212 268435456 129 536870912 8192 32 0 0 0 0 0 0 0 0 268435456 68157730 32 4 83961952 2 116002 32 16805120 69206016 336 280
is_linear=0
shrinkage=0.04


Tree=135
num_leaves=31
num_cat=13
split_feature=7 8 8 7 12 12 2 9 2 12 13 12 2 12 2 3 16 2 3 2 2 2 2 2 2 6 2 3 2 2
split_gain=2.71805 2.58492 1.75862 1.72123 1.60014 1.41735 1.37358 1.23134 1.72668 1.21365 1.19069 2.85117 1.33797 1.33611 1.13049 1.11367 0.975632 0.909175 0.891528 0.862852 0.923506 1.0984 0.781146 0.872974 0.818957 1.05135 1.06195 0.989366 0.769755 0.743883
threshold=0 1 2 3 4 5 478.50000000000006 6 38.500000000000007 7 8 9 1.0000000180025095e-35 10 9.5000000000000018 2003.5000000000002 11 10.500000000000002 2012.5000000000002 78.500000000000014 12.500000000000002 17.500000000000004 4.5000000000000009 11.500000000000002 18.500000000000004 12 28.500000000000004 2000.5000000000002 151.50000000000003 41.500000000000007
decision_type=9 9 9 9 9 9 10 9 8 9 9 9 10 9 10 10 1 10 10 10 8 8 8 8 8 9 8 10 10 10
left_child=2 17 5 9 -5 16 7 8 -4 14 11 15 -13 -12 -3 -6 -1 -2 22 20 -7 -22 -15 -24 -25 26 -26 -27 -11 -18
right_child=1 3 6 4 10 19 -8 -9 -10 28 13 12 -14 18 -16 -17 29 -19 -20 -21 21 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=0.00086875923491895439 -6.8197430412766379e-05 3.8812652859476773e-05 0.00019156947936988189 2.9661789717110312e-05 -0.00035736155102817691 6.0235204228575867e-06 0.00020215018905958004 -0.00059497320177023024 -0.00027811939787493857 -0.00024279451378806272 0.00019223326138423147 0.0013348208587465038 -5.9884036845261337e-05 -0.00032989617618113699 0.0022422453672369257 -7.6661211588273666e-05 3.7193516179527819e-05 0.00055723579559540325 -0.00062518106900775192 0.00014138175155359534 -0.0001850222156409842 -0.00017903251797456222 0.00020504943232538153 -0.00027084556926393333 0.00052976179365863633 -0.00042086750254270554 4.7481025898576948e-06 0.00079422244181948543 0.00091666269312177921 -0.00043280620079134025
leaf_weight=51 27 34 98 257 235 59 27 274 46 110 110 40 519 36 66 50 54 82 43 25 25 125 71 56 29 154 147 26 28 26
leaf_count=51 27 34 98 257 235 59 27 274 46 110 110 40 519 36 66 50 54 82 43 25 25 125 71 56 29 154 147 26 28 26
internal_value=-0.00131013 -0.000544345 -0.00326431 -0.000880317 -0.00131166 -0.00111702 -0.00495614 -0.00563246 -0.00206452 0.002249 -0.00180747 -0.00280702 -0.00108772 -0.000527086 0.00540541 -0.00601351 0.00211268 0.00516667 -0.00132635 -0.00293878 -0.00390476 -0.00556291 -0.000884615 -0.000454545 -0.00116223 -0.000448179 0.00171123 -0.00251309 -0.000268456 -0.000493827
internal_weight=2930 2120 810 2011 1773 365 445 418 144 238 1516 844 559 672 100 285 131 109 562 234 209 150 519 483 412 356 176 180 138 80
internal_count=2930 2120 810 2011 1773 365 445 418 144 238 1516 844 559 672 100 285 131 109 562 234 209 150 519 483 412 356 176 180 138 80
cat_boundaries=0 18 45 68 85 86 88 90 92 93 95 96 97 98
cat_threshold=131072 144 605028352 526848 589824 134217792 33685504 536870912 0 268443680 0 256 8388608 0 0 32 1073746048 128 16 0 0 0 2147483648 1 0 0 0 0 0 0 0 1048576 0 0 0 0 0 0 0 0 4194304 0 0 0 4 0 0 0 0 0 0 262144 0 0 0 0 133120 8192 0 0 4096 0 0 0 0 384 0 16777216 268435456 1 0 2097280 32 2 0 268443648 0 0 8192 0 128 268435456 67108864 0 16 67240992 67648 32 0 4260 32770 32 10 1089600 2 1050688 2 200
is_linear=0
shrinkage=0.04


Tree=136
num_leaves=31
num_cat=10
split_feature=8 9 4 14 8 2 12 6 2 2 9 2 2 12 1 2 2 0 12 4 1 12 0 2 2 2 5 1 2 0
split_gain=1.40251 2.17742 1.18477 1.17898 1.11441 0.996112 1.71733 1.6374 1.61702 0.960439 0.816202 0.921679 1.29255 0.896373 0.940621 1.09459 2.48715 0.793132 0.781823 0.712457 0.689957 0.681685 1.17555 1.20848 1.15205 0.785359 0.748819 1.22923 0.971313 0.686921
threshold=0 1 5595120000.000001 2 3 65.500000000000014 4 5 1.0000000180025095e-35 1075.0000000000002 6 21.500000000000004 7.5000000000000009 7 5.5000000000000009 8.5000000000000018 29.500000000000004 14.500000000000002 8 141.00000000000003 4.5000000000000009 9 18.500000000000004 40.500000000000007 16.500000000000004 27.500000000000004 5.5000000000000009 5.5000000000000009 12.500000000000002 35.850000000000009
decision_type=9 9 10 9 9 10 9 9 10 10 9 8 10 9 10 10 10 10 9 10 8 9 10 8 10 8 8 8 10 10
left_child=1 -1 3 -2 -3 7 9 10 -9 20 11 12 -5 17 19 -16 -17 -12 -10 -15 -7 22 -19 24 -24 26 -23 28 -28 -27
right_child=2 4 -4 5 -6 6 -8 8 18 -11 13 -13 -14 14 15 16 -18 21 -20 -21 -22 25 23 -25 -26 29 27 -29 -30 -31
leaf_value=-0.00044635521954205614 0.00059743150938842862 1.5832381138238815e-05 -0.0013687524142333273 -0.0024525987163314866 0.00046570293249146742 -5.0828204663098123e-05 -0.00010599649055812677 -0.0012744150462509652 -9.9281660462438023e-05 -0.00028996499671315236 -0.00019595950498519699 -0.0022185479660257103 0.00031279186171992993 -0.0001409866494121559 0.00022871184549465794 -0.00035405789610294393 1.5466522011493568e-05 4.486025004922567e-05 9.9969100255563608e-05 -0.0011385046235867691 0.00014048146160423159 0.00012039377085947934 -8.9525092095996689e-05 -0.0020775620904894508 0.0001167708681789037 -5.6899747477956457e-06 7.5522409310337942e-05 -0.00047874211108251075 -0.00033419629149257447 0.00024567246257969802
leaf_weight=135 107 385 25 32 112 26 194 49 112 33 37 39 40 430 40 31 52 48 307 30 206 53 49 25 41 49 87 39 72 72
leaf_count=135 107 385 25 32 112 26 194 49 112 33 37 39 40 430 40 31 52 48 307 30 206 53 49 25 41 49 87 39 72 72
internal_value=-0.00104801 0.000622084 -0.00149829 -0.00140808 0.00185039 -0.00160617 4.34783e-05 -0.00205187 0 0.00210145 -0.00278778 -0.00606557 -0.00383562 -0.00241852 -0.00353535 -0.000483871 -0.00309524 -0.00123499 0.000809524 -0.00442516 0.00309013 -0.000858209 0.00126437 -0.000862069 0.00131868 -0.00177546 -0.00309524 -0.00422111 -0.002625 0.000819672
internal_weight=2957 632 2325 2300 497 2193 459 1734 468 265 1266 111 72 1155 583 123 83 572 419 460 232 535 163 115 90 372 251 198 159 121
internal_count=2957 632 2325 2300 497 2193 459 1734 468 265 1266 111 72 1155 583 123 83 572 419 460 232 535 163 115 90 372 251 198 159 121
cat_boundaries=0 30 32 33 53 55 56 58 60 62 63
cat_threshold=16 10 0 0 0 1 262144 0 1 32768 0 4 8192 1049088 0 4096 0 0 0 8192 0 0 0 0 0 0 64 0 0 8192 0 8228 131200 0 8 0 0 0 0 262144 0 1 0 0 4 0 512 0 4096 0 0 0 8192 1098850 32 396 256 176 67307618 2 163872 32 65568
is_linear=0
shrinkage=0.04


Tree=137
num_leaves=31
num_cat=10
split_feature=8 11 14 12 4 8 3 8 2 2 2 11 0 3 12 0 12 2 2 0 0 4 2 3 8 4 3 2 2 2
split_gain=1.7388 1.96408 1.65541 2.51971 1.42567 1.39995 1.49181 1.39862 1.25519 1.76594 1.08367 0.953252 1.17824 0.918444 1.26512 1.11091 2.42552 0.980044 0.969153 1.36679 0.903734 0.872639 0.842532 0.815964 1.01807 1.35897 1.00133 1.18003 1.21997 1.31688
threshold=0 1 2 3 107371.50000000001 4 2016.5000000000002 5 38.500000000000007 55.500000000000007 49.500000000000007 6 39.07500000000001 2000.5000000000002 7 38.20000000000001 8 39.500000000000007 46.500000000000007 24.500000000000004 35.250000000000007 2331015000.0000005 34.500000000000007 2010.5000000000002 9 67750710000.000008 2016.5000000000002 8.5000000000000018 19.500000000000004 21.500000000000004
decision_type=9 9 9 9 8 9 8 9 10 10 10 9 10 8 9 10 9 10 10 10 10 10 8 8 9 8 8 8 10 10
left_child=4 2 3 -2 -1 8 -7 -3 -5 -10 -4 12 -6 -9 23 16 18 20 19 -16 -18 -17 -21 -15 25 -25 -26 -28 -29 -30
right_child=1 7 10 5 11 6 -8 13 9 -11 -12 -13 -14 14 15 21 17 -19 -20 22 -22 -23 -24 24 26 -27 27 28 29 -31
leaf_value=-0.00056891961192356182 -0.00016133978377141033 0.001174054795538062 -0.00022551377887246814 5.5880580107796618e-05 -0.00061694610395065293 0.0014723350708994332 -0.00010033371721597462 -0.00037567184058424631 -0.00019137479078874976 4.6867983958200912e-05 -0.00075830979017915473 -5.1596180913549011e-06 -0.00027725983410235242 0.0013168226145110395 -8.5830999164855369e-05 -0.0001021037053460816 -0.00016319356288526876 -0.0007166474826015445 0.0014277762303074226 0.0035574622310534211 0.001626707144409636 -0.0013552747834386025 0.00033719999214895327 2.0630028326813487e-05 -0.00086754636524112529 0.0025134865234518956 0.0006386324601700366 -0.00035778241144090116 0.0009971766853750807 -9.4647919688384271e-08
leaf_weight=31 284 120 85 76 29 27 126 107 36 60 39 166 113 73 35 633 68 40 30 27 28 42 27 62 31 44 154 166 27 192
leaf_count=31 284 120 85 76 29 27 126 107 36 60 39 166 113 73 35 633 68 40 30 27 28 42 27 62 31 44 154 166 27 192
internal_value=-0.00106076 -0.000701887 -0.00244624 -0.00151613 -0.00371429 0.000892857 -0.00182927 -2.08659e-05 0.00327869 0.000412371 -0.00651852 -0.00297735 -0.00522876 -0.00031163 -8.33333e-05 -0.0010627 0.00117187 -0.00244898 0.00507692 0.00333333 -0.000412371 -0.00192308 0.00727273 0.00113158 0.00070901 0.00410256 0 0.000407407 -0.000777202 0.00118182
internal_weight=2978 2639 733 609 339 325 153 1906 172 96 124 308 142 1786 1679 930 255 136 119 89 96 675 54 749 676 106 570 539 385 219
internal_count=2978 2639 733 609 339 325 153 1906 172 96 124 308 142 1786 1679 930 255 136 119 89 96 675 54 749 676 106 570 539 385 219
cat_boundaries=0 29 31 32 34 57 83 85 87 88 104
cat_threshold=2415919104 4 0 0 65536 0 0 2147483648 0 0 0 131328 2112 0 0 0 0 0 33554432 0 2147483648 0 4194304 8 0 0 0 0 128 2147532835 1114112 8192 68290626 32 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 16 2048 0 0 0 1 0 0 0 32768 0 0 0 0 0 0 0 0 0 0 128 0 0 0 0 16384 4 1536 83896354 2 1278208 0 8 0 0 0 0 0 0 0 0 0 0 8192 512 0 4096
is_linear=0
shrinkage=0.04


Tree=138
num_leaves=31
num_cat=11
split_feature=7 11 2 7 2 13 12 4 12 0 2 12 3 4 6 1 0 2 2 2 3 2 12 5 4 9 5 3 3 12
split_gain=2.19496 1.77895 1.92748 2.03156 1.614 1.56094 2.34317 2.03533 1.54157 1.47497 1.33838 1.27 1.1863 1.04037 0.993799 0.939519 0.891074 0.918609 1.13774 0.889758 0.854372 0.831143 0.824624 1.04536 0.810751 0.967617 1.2715 0.971134 1.11884 1.31166
threshold=0 1 1750.0000000000002 2 18.500000000000004 3 4 21074995000.000004 5 40.675000000000004 57.500000000000007 6 2012.5000000000002 5965.0000000000009 7 5.5000000000000009 35.600000000000009 81.500000000000014 39.500000000000007 67.500000000000014 2006.5000000000002 352.00000000000006 8 2.5000000000000004 1373290000.0000002 9 3.5000000000000004 2008.5000000000002 2019.5000000000002 10
decision_type=9 9 10 9 10 9 9 8 9 8 10 9 10 10 9 10 10 8 10 8 10 10 9 8 10 9 8 8 8 9
left_child=11 21 3 4 -3 8 13 19 -5 14 -6 -1 16 -7 20 -16 17 18 -13 -8 -9 -2 23 -18 25 27 -27 -10 -29 -30
right_child=1 2 -4 5 10 6 7 9 24 -11 -12 12 -14 -15 15 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=1.1216718962465677e-05 -0.00030030220534065676 3.3969569084746354e-07 -0.00083034864960591654 -0.00032197343092008171 0.0017813973886987356 0.000230009431421081 0.0011261293761809909 0.00073312486467713711 -0.00051709282909321534 -0.00036627142154355141 7.0260301567870442e-05 -0.00016222743148745168 -0.0010363681178991869 -0.00014462106891247829 -9.4604403770404133e-05 -0.00010892902704753737 0.0019863705323038515 6.3003547293334356e-05 -0.0004795617850009748 -0.00010161269578734533 -0.00060623967918814969 1.1153173389928383e-05 -0.00021126393603815074 -0.00019003511713485465 -0.00076744106851805332 -0.00057549689405718147 0.001344354737206146 0.00046833003862062128 2.8268366381851708e-05 -0.00012538328422103008
leaf_weight=140 136 144 34 138 75 209 74 90 67 68 117 94 41 26 229 29 37 33 46 28 25 25 172 188 31 27 114 60 219 263
leaf_count=140 136 144 34 138 75 209 74 90 67 68 117 94 41 26 229 29 37 33 46 28 25 25 172 188 31 27 114 60 219 263
internal_value=-0.000798658 -0.000160786 0.000163619 0.000324484 0.00311239 -0.000245902 0.00106464 -0.000397112 -0.00135484 -0.00158371 0.00559585 -0.00265092 -0.00344051 0.00430894 -0.000588235 -0.00193309 -0.00301226 -0.0054023 -0.00680851 0.00466019 0.00238095 -0.00406977 -0.0019598 -0.000254237 -0.000631313 -0.000372836 0.0025 -0.00106452 -0.000515654 -0.00115942
internal_weight=2979 2228 2067 2033 336 1697 778 543 919 441 192 751 611 235 373 258 570 173 140 102 115 161 397 225 781 750 141 609 542 482
internal_count=2979 2228 2067 2033 336 1697 778 543 919 441 192 751 611 235 373 258 570 173 140 102 115 161 397 225 781 750 141 609 542 482
cat_boundaries=0 18 20 37 38 40 41 42 43 44 46 47
cat_threshold=16384 32 570425344 2886144 589824 134225986 33685504 809500672 0 134217728 32768 448 0 0 0 0 1073746048 128 16384 1114656 268566528 129 1048576 4 0 0 0 8192 33556480 0 8192 0 0 0 0 32 16 10 84020544 2 139328 84027392 338 81986 0 22660 81954
is_linear=0
shrinkage=0.04


Tree=139
num_leaves=31
num_cat=13
split_feature=7 8 12 7 12 8 1 2 2 1 17 4 9 13 12 2 12 2 2 2 2 11 2 2 2 2 15 2 2 2
split_gain=2.88403 2.59786 1.88057 1.69515 1.91185 1.874 1.56893 1.13172 1.08315 1.07112 1.06639 1.41402 0.899215 1.04873 1.82751 2.15078 1.72438 1.23429 1.11474 3.20247 1.10353 0.921945 1.12407 1.31938 0.931643 0.879607 0.787367 1.16509 0.732859 0.716099
threshold=0 1 2 3 4 5 5.5000000000000009 50.500000000000007 18.500000000000004 2.5000000000000004 6 19000.000000000004 7 8 9 33.500000000000007 10 77.500000000000014 13.500000000000002 7.5000000000000009 13.500000000000002 11 13.500000000000002 19.500000000000004 37.500000000000007 30.500000000000004 12 28.500000000000004 70.500000000000014 28.500000000000004
decision_type=9 9 9 9 9 9 10 8 8 10 9 10 9 9 9 10 9 10 8 10 10 9 8 10 10 8 9 8 8 10
left_child=2 6 9 4 7 -5 -2 -3 -4 -1 11 -7 -12 16 15 18 20 -17 19 -15 -14 24 -23 -24 -18 -10 28 -28 -16 -22
right_child=1 3 8 5 -6 10 -8 -9 25 -11 12 -13 13 14 26 17 21 -19 -20 -21 29 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0036729029939546009 0.00085233659929031093 0.0018110124237014703 -6.1949688270317434e-05 -0.00030333333469165783 -4.1417012505462479e-05 0.0011953281491233626 -0.00022667343169125332 1.2434122472200216e-05 -0.00072931427263458917 -4.7839294620928288e-05 -0.00040045652468865709 -0.00051735856289575116 0.00039858148126377559 -0.0014650034945235292 0.00022080905416423493 0.00017880481129125769 5.4298138913821963e-06 -0.00012154379819456551 -0.00042464727792140166 0.00097953836036168696 -0.00067524643938089214 -0.00032887126791301567 0.00063571118814863324 -7.7643591426763698e-05 -0.00028106719088007994 -0.00044523817725757199 0.00077380807072358949 -0.00046496870594822328 0.0023925393691714091 3.0021169628184907e-05
leaf_weight=30 190 92 121 123 149 88 33 45 64 231 116 29 114 57 133 65 176 47 112 46 56 88 31 173 44 240 41 67 30 66
leaf_count=30 190 92 121 123 149 88 33 45 64 231 116 29 114 57 133 65 176 47 112 46 56 88 31 173 44 240 41 67 30 66
internal_value=-0.0010283 -0.000315032 -0.00327116 -0.00078039 0.0020202 -0.00126095 0.00367521 0.00527027 -0.00490826 -0.000514706 -0.000867925 0.00265625 -0.00116768 -0.000854827 0.000394089 -0.00159763 -0.00184453 0.00283186 -0.00398148 -0.000961538 0.00097166 -0.00313576 -0.00462046 -0.00312195 -0.00103896 -0.00629508 0.00276596 0 0.00448276 -0.00162602
internal_weight=2897 2211 686 1988 286 1702 223 137 425 261 1579 117 1462 1346 598 327 748 112 215 103 236 512 292 204 220 304 271 108 163 122
internal_count=2897 2211 686 1988 286 1702 223 137 425 261 1579 117 1462 1346 598 327 748 112 215 103 236 512 292 204 220 304 271 108 163 122
cat_boundaries=0 17 46 47 64 65 89 90 92 93 94 95 97 98
cat_threshold=1 16 33554432 2623488 589824 8256 131072 805306368 0 0 0 384 276824064 268435456 67108864 32 4240 16 0 0 0 0 1 0 0 0 32768 0 2052 0 0 0 4096 0 0 0 0 0 0 4194304 0 0 0 0 0 524288 16902144 268435456 1 1073741824 8192 0 134217728 4194304 0 33556480 134217760 8192 0 0 0 0 0 1073741824 163938 0 2052 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 0 8 37 0 4 10 16835618 83886114 32772 512 2214592512
is_linear=0
shrinkage=0.04


Tree=140
num_leaves=31
num_cat=8
split_feature=7 8 7 2 4 2 8 6 2 1 11 2 2 2 2 6 4 5 2 3 2 4 4 5 2 2 3 3 6 2
split_gain=3.14369 1.72803 1.34274 2.19495 1.1891 1.01073 1.67814 1.25477 1.36655 1.29893 0.91761 0.993726 0.869913 0.821191 0.890647 0.771638 2.03419 0.946593 0.738871 0.738187 0.744021 1.12133 0.682396 1.08242 0.677218 1.12909 1.76205 1.25278 0.800265 0.672283
threshold=0 1 2 44.500000000000007 16829230000.000002 12.500000000000002 3 4 10.500000000000002 1.5000000000000002 5 17.500000000000004 6.5000000000000009 7.5000000000000009 9.5000000000000018 6 13818465000.000002 1.5000000000000002 6.5000000000000009 1997.5000000000002 478.50000000000006 520.00000000000011 9950.0000000000018 2.5000000000000004 65.500000000000014 42.500000000000007 2015.5000000000002 2007.5000000000002 7 4.5000000000000009
decision_type=9 9 9 10 10 10 9 9 10 10 9 10 8 8 10 9 8 8 8 8 10 8 10 8 10 10 10 10 9 10
left_child=19 12 3 -3 5 6 29 18 9 -9 11 -7 -2 -11 -15 16 -12 -17 -8 -1 21 -21 23 -19 25 26 27 -25 -26 -4
right_child=1 2 4 -5 -6 10 7 8 -10 13 15 -13 -14 14 -16 17 -18 22 -20 20 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-0.00081820576777328572 -0.00063556210102113655 -5.360593159991822e-05 -2.2048939532837153e-05 0.0045475751693824411 -0.001350475718785944 -0.00025157098063164794 8.1618331113020306e-06 0.0025999620785113111 0.00072038507754825789 -5.8278037627381706e-05 0.002087838381328453 -8.9665378740306779e-05 0.0010980547389463169 -0.00081416419553868022 -2.3947460903173123e-06 -0.00047373513918476108 -0.00079002939426757739 0.00014366763672001072 0.00065082661674939143 -0.00085115822546907079 0.00020910009909922423 -7.0440952401114039e-05 -0.0009040033270296988 -2.8496596920746244e-06 -4.751181828453355e-05 -0.00046165690355401526 -0.00029013474067802748 0.0021334685416646692 9.5639799144038308e-05 -0.00062259109488827847
leaf_weight=26 25 75 34 43 35 26 133 49 29 180 25 125 92 73 41 64 92 31 224 26 26 547 25 389 105 119 39 33 151 76
leaf_count=26 25 75 34 43 35 26 133 49 29 180 25 125 92 73 41 64 92 31 224 26 26 547 25 389 105 119 39 33 151 76
internal_value=-0.00131125 -0.000622867 -0.000880108 0.00310078 -0.00111901 -0.000998062 7.14286e-05 0.000783784 -0.000835509 -0.00156977 -0.00173061 -0.0045679 0.00390625 -0.00257627 -0.00521739 -0.00127306 -0.00421875 -0.000868666 0.00244565 -0.00380503 -0.00356667 -0.0038676 -0.000537514 -0.000345622 -0.000621266 -0.00137694 -0.00047619 0.000283688 0.00108949 -0.00429752
internal_weight=2958 2333 2216 118 2098 2063 839 729 372 343 1224 151 117 294 114 1073 117 956 357 625 599 573 892 867 836 580 461 422 256 110
internal_count=2958 2333 2216 118 2098 2063 839 729 372 343 1224 151 117 294 114 1073 117 956 357 625 599 573 892 867 836 580 461 422 256 110
cat_boundaries=0 18 44 54 84 85 88 89 90
cat_threshold=0 160 637542400 2621444 524288 64 0 4194304 33619968 32 8192 128 268435584 0 0 0 128 384 1073741840 2048 0 0 0 1 0 0 0 0 0 0 8192 1048576 0 0 0 0 0 0 0 0 4194304 0 0 268435456 0 1 0 10240 32 134217728 0 8192 0 134217728 0 0 0 0 0 0 0 2147483648 0 0 0 131076 2048 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 0 4096 198 49152 512 524288 128 262
is_linear=0
shrinkage=0.04


Tree=141
num_leaves=31
num_cat=14
split_feature=8 7 12 3 4 12 7 9 0 4 9 0 5 11 15 5 4 7 11 1 1 0 12 0 8 1 4 1 4 9
split_gain=3.30337 3.05531 1.98589 1.94669 1.82207 1.73678 1.55562 1.14013 1.02733 0.973912 1.00002 1.44093 0.941292 0.92351 1.06889 0.761843 1.11443 0.65541 0.725478 0.816319 0.6863 1.09574 0.654301 1.36767 0.596682 1.25947 1.00533 0.761198 0.69697 0.635607
threshold=0 1 2 2019.5000000000002 260.00000000000006 3 4 5 39.07500000000001 20282.500000000004 6 35.850000000000009 1.0000000180025095e-35 7 8 2.5000000000000004 26121510000.000004 9 10 2.5000000000000004 4.5000000000000009 23.500000000000004 11 15.500000000000002 12 5.5000000000000009 2091500000.0000002 5.5000000000000009 9300.0000000000018 13
decision_type=9 9 9 8 8 9 9 9 10 10 9 10 10 9 9 8 8 9 9 10 8 10 9 10 9 8 10 10 10 9
left_child=5 3 6 -2 -4 8 -3 -8 -1 10 13 -12 -7 -6 -15 -5 -17 18 -9 -20 -19 -22 23 -21 25 -23 27 28 29 -26
right_child=1 2 4 15 9 12 7 17 -10 -11 11 -13 -14 14 -16 16 -18 20 19 22 21 24 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00056571158302460851 -0.00092636386620547739 0.0014767644403275071 0.00010286535439256283 2.9414889406176315e-05 -3.6722140497715829e-05 -6.1249821533024832e-05 0.0016577153332352169 8.8706309528348022e-05 -0.00033848858871703412 -0.0006075111614620354 -0.00014295582624331615 -0.00013497842250806969 -0.00059113416654341219 -4.7090283285378125e-05 0.00032540673234969118 -0.00080005000292661778 -9.1154660818908438e-05 0.00025996010484959699 0.0023236833688611469 1.0320397851444341e-05 -0.00072120654588097471 5.6932416452681877e-06 2.1649253204678587e-05 -0.00052557323813363867 -0.00026737740473240732 -0.0009083407925439957 0.00084341502174446249 0.00028896449759098887 -0.00047297529833002728 6.8591478412471933e-06
leaf_weight=47 41 108 25 26 199 245 139 140 72 52 36 99 33 140 140 32 134 30 50 67 63 70 146 58 124 43 31 94 33 436
leaf_count=47 41 108 25 26 199 245 139 140 72 52 36 99 33 140 140 32 134 30 50 67 63 70 146 58 124 43 31 94 33 436
internal_value=-0.00111713 -0.000576549 -0.000128535 -0.00483607 -0.00190883 -0.00446078 0.000632988 0.000286645 -0.00846154 -0.00233883 -0.00188618 -0.00479452 -0.00249135 -0.000938776 0.000549828 -0.00331606 -0.00431138 -7.16332e-05 0.00114407 6.0241e-05 -0.000684492 -0.000893855 -0.000808824 -0.00279412 -0.000504808 -0.00306452 -5.48697e-05 -0.000377907 -0.000909091 -0.00057041
internal_weight=2953 2556 2323 233 691 397 1632 1524 119 666 614 135 278 479 280 192 166 1385 461 321 924 894 271 125 831 113 718 687 593 560
internal_count=2953 2556 2323 233 691 397 1632 1524 119 666 614 135 278 479 280 192 166 1385 461 321 924 894 271 125 831 113 718 687 593 560
cat_boundaries=0 30 48 50 51 68 70 72 74 75 92 94 95 109 111
cat_threshold=1073741824 0 4 134217728 2147483648 0 0 0 0 0 0 33554432 2112 0 0 0 0 0 33554432 0 128 0 4194304 8 0 1073741824 4 0 524288 12288 0 16 1073750016 524292 0 0 0 268435456 0 134217728 32 384 16 0 0 0 128 128 67217474 32 67141666 16387 1 0 0 0 8192 0 0 0 0 0 0 0 0 0 32 1073741824 1073741824 160 0 14340 16416 1536 67108864 0 0 0 512 32 0 131072 537001984 33622016 0 0 0 0 268435456 0 0 4096 32772 2147484672 67650 0 4 0 0 0 0 0 0 0 0 0 4 0 512 0 16388
is_linear=0
shrinkage=0.04


Tree=142
num_leaves=31
num_cat=11
split_feature=7 8 12 3 12 4 2 0 9 4 15 0 2 3 6 2 2 9 5 3 2 2 2 2 2 12 3 6 0 6
split_gain=4.66277 2.65178 1.70004 1.57464 2.10386 1.90511 1.54501 1.48543 1.8185 1.27935 2.00184 1.10395 1.10258 1.06624 1.02938 1.27426 1.35247 1.00614 1.79456 1.03206 0.930412 0.923728 0.899135 0.855895 1.08025 1.05617 1.42978 1.97158 1.1328 0.855241
threshold=0 1 2 2018.5000000000002 3 2960.0000000000005 9.5000000000000018 42.250000000000007 4 5965.0000000000009 5 35.600000000000009 3.5000000000000004 2002.5000000000002 6 18.500000000000004 94.500000000000014 7 1.0000000180025095e-35 2007.5000000000002 70.500000000000014 12.500000000000002 8.5000000000000018 54.500000000000007 80.500000000000014 8 2008.5000000000002 9 16.750000000000004 10
decision_type=9 9 9 8 9 10 10 8 9 10 9 10 10 8 9 8 10 9 10 10 8 8 8 8 8 9 8 9 10 9
left_child=3 13 17 -1 5 20 11 8 9 10 23 -6 -9 -2 21 -16 -17 19 -19 22 -5 -10 -3 25 -25 26 -4 -28 -27 -12
right_child=1 2 7 4 6 -7 -8 12 14 -11 29 -13 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=-0.0006696549527433149 -0.00052622412385431975 -0.0006915717485625805 -0.0012597606024729302 0.00010553963972945724 -6.2627188796398066e-05 -0.00069623180919577978 -5.8391156764763257e-05 0.00011865467424804877 0.0023540499344348832 0.0017775716848681357 8.2153963348474689e-06 -0.0017859096984403067 -0.00019007684724343222 -6.9642433809846696e-05 0.001711311434979912 0.0038051134951092537 0.00076253158434781199 -0.00069947064589364065 6.5441881831027618e-05 0.00023485578724070423 -3.6093166258837076e-05 -0.00039702881678991279 2.4870759072683769e-05 0.00020668399119863067 7.5073829573426572e-05 0.00011479247846757801 0.00053650108140104182 -0.00010681490464378384 3.6976132495318834e-05 -0.0005583193052704871
leaf_weight=97 27 26 34 258 31 26 284 66 40 38 129 56 125 251 104 97 25 101 66 29 53 70 130 58 119 39 111 157 162 150
leaf_count=97 27 26 34 258 31 26 284 66 40 38 129 56 125 251 104 97 25 101 66 29 53 70 130 58 119 39 111 157 162 150
internal_value=-0.000587838 0.000387991 0.000932697 -0.00316176 -0.00253879 -0.000172414 -0.00455497 0.0015114 0.001994 0.00109127 0.0008125 -0.00931818 -0.00177083 -0.00318339 0.00449568 0.00607595 0.00910569 -0.0015427 -0.00370787 0.000510204 0.000705128 0.000991736 -0.000764331 0.00196816 0.00438202 0.00115079 -0.000383387 0.000594796 0.00330189 -0.002
internal_weight=2959 2154 1876 805 708 337 371 1524 1333 997 959 87 191 278 336 226 122 352 167 185 311 110 156 680 177 503 302 268 201 279
internal_count=2959 2154 1876 805 708 337 371 1524 1333 997 959 87 191 278 336 226 122 352 167 185 311 110 156 680 177 503 302 268 201 279
cat_boundaries=0 18 45 47 49 51 52 53 55 57 58 59
cat_threshold=131072 16 538189824 786944 0 64 131072 268435456 33619968 134225952 8224 0 128 0 0 32 1073741952 384 268435456 2056 4 134217728 0 0 0 0 0 0 0 0 64 512 0 0 0 0 33554432 0 256 0 0 8 0 0 64 1180736 2 67251202 32 256 22560 2222981120 276 0 2080 83953666 32 150 274
is_linear=0
shrinkage=0.04


Tree=143
num_leaves=31
num_cat=12
split_feature=8 3 3 12 3 12 9 2 9 8 9 2 12 1 12 2 2 2 1 2 6 1 2 12 2 2 2 13 2 2
split_gain=2.94255 1.35974 1.83704 1.83089 1.66602 1.50856 1.48863 1.19942 1.05302 1.08856 1.0437 1.3861 1.4581 0.973299 0.967335 1.31763 0.885878 0.814503 0.806365 0.755442 0.7516 1.7313 0.60419 0.582419 0.887784 0.574493 0.569992 0.518759 0.629223 1.22619
threshold=0 2000.5000000000002 1988.5000000000002 1 2017.5000000000002 2 3 6.5000000000000009 4 5 6 25.500000000000004 7 4.5000000000000009 8 9.5000000000000018 22.500000000000004 76.500000000000014 4.5000000000000009 37.500000000000007 9 5.5000000000000009 16.500000000000004 10 14.500000000000002 21.500000000000004 8.5000000000000018 11 151.50000000000003 2930.0000000000005
decision_type=9 10 10 9 10 9 9 8 9 9 9 8 9 10 9 10 10 10 8 10 9 8 10 9 10 8 10 9 8 8
left_child=8 2 5 4 17 6 20 -8 9 14 22 16 18 -11 -1 -16 23 -3 -13 -4 21 -2 -7 24 26 -17 -12 -14 -29 -30
right_child=1 3 19 -5 -6 10 7 -9 -10 13 11 12 27 -15 15 25 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00016067664607781753 0.00091554417779484256 0.00046590774838954022 -0.00096995629299502896 0.00044782666428115902 -0.00034302528735317143 -0.00071555437732882864 0.00047973034357568167 -0.00046063833203987772 -2.9769492719324833e-05 -0.0012043275956382616 3.0173797108616896e-05 -0.00041802790199206184 3.2523342703854044e-05 -0.00039114594032849229 -0.00045849891773070084 0.00033349155467792712 0.00010426632248382362 -0.00061285817946995277 -0.00012269432294537808 -0.00021694760854074958 4.1040288863420929e-05 -0.00087167334306670341 -0.00011355486744669464 -3.0432178678374555e-05 -0.00010183780292663869 8.070729468748539e-05 0.00067312722723791298 -0.00035600177000794987 0.0023836595711826903 -0.00056094700124589283
leaf_weight=109 102 101 48 240 57 79 52 173 171 28 98 33 142 200 34 28 36 25 305 59 190 25 67 216 70 75 61 26 25 65
leaf_count=109 102 101 48 240 57 79 52 173 171 28 98 33 142 200 34 28 36 25 305 59 190 25 67 216 70 75 61 26 25 65
internal_value=-0.00126488 -0.000581093 -0.00104645 0.00146226 -0.00154639 -0.000736127 0.00101266 -0.00144068 -0.00362805 -0.00461856 -0.00150729 -0.00104779 -0.00234506 -0.00669456 -0.00249027 -0.000135135 0.000539419 0.000944882 -0.00401146 -0.00611111 0.0027439 0.00507246 -0.00458599 4.4843e-05 0.00141667 0.00211538 0.003125 0 -0.00188976 -0.00043956
internal_weight=2940 2295 1872 423 183 1765 542 225 645 474 1223 1077 596 228 246 137 481 126 338 107 317 127 146 445 229 103 159 258 116 90
internal_count=2940 2295 1872 423 183 1765 542 225 645 474 1223 1077 596 228 246 137 481 126 338 107 317 127 146 445 229 103 159 258 116 90
cat_boundaries=0 30 31 32 34 36 63 65 67 68 69 71 72
cat_threshold=2147483648 8 4 134217728 8192 0 0 2147483648 0 0 0 33685504 10304 512 0 0 0 0 0 0 2147483776 0 4194304 8 0 0 68 0 524288 4096 9474 1058818 256 2224 0 6164 2147483648 0 0 134217728 0 0 0 0 0 0 0 131072 2048 0 0 0 0 0 0 0 2147483776 0 4194304 0 0 0 64 257 36 213280 32 67166498 452 196704 32 6
is_linear=0
shrinkage=0.04


Tree=144
num_leaves=31
num_cat=8
split_feature=7 2 8 2 7 0 0 0 2 8 0 2 9 2 2 2 2 1 3 2 2 3 2 3 6 0 13 0 5 9
split_gain=3.45421 2.47104 2.20197 1.99338 1.56312 1.46486 1.39824 1.31036 1.90098 1.64713 1.25376 1.22191 1.13163 1.33724 1.54305 1.12888 1.17012 1.63372 0.964292 0.902563 1.51307 0.777906 0.675864 0.672292 0.865241 1.35703 0.861525 1.34002 1.65973 0.642385
threshold=0 70.500000000000014 1 14.500000000000002 2 48.175000000000004 12.250000000000002 40.250000000000007 59.500000000000007 3 30.500000000000004 4.5000000000000009 4 13.500000000000002 49.500000000000007 129.50000000000003 24.500000000000004 5.5000000000000009 2016.5000000000002 65.500000000000014 41.500000000000007 2008.5000000000002 9.5000000000000018 2017.5000000000002 5 31.500000000000004 6 32.500000000000007 1.0000000180025095e-35 7
decision_type=9 10 9 8 9 10 10 8 8 9 10 10 9 10 10 10 8 10 8 10 10 8 8 10 9 10 9 10 10 9
left_child=1 3 5 -1 19 6 -2 9 18 10 -6 -11 13 -13 -15 16 17 -8 -9 20 22 -18 -4 24 26 -26 27 -14 -29 -23
right_child=2 -3 4 -5 7 -7 15 8 -10 11 -12 12 23 14 -16 -17 21 -19 -20 -21 -22 29 -24 -25 25 -27 -28 28 -30 -31
leaf_value=2.3219269868484106e-05 -0.00015538071801262987 -0.00065434077074264961 -0.00037058236609890829 0.0029919300646095337 3.2773720535850263e-05 -0.00063776449946683299 6.0332460965177858e-05 -0.00055800681020674154 -2.6821680572233219e-05 -0.00037394088818814452 -0.00041588223566325412 0.00029833997683759606 0.0023020405502654738 -0.0022907178132752647 3.7843262282670765e-05 0.0010923988779463656 -0.00076380771245055713 -0.00014166163666537557 -0.00014873987491000661 -0.00037196346341499263 0.00051906311278415273 1.8512804644359448e-05 -0.00017051411280753827 -0.00068056168615598272 -0.00080662493039888265 0.00074213944274514887 4.0923894559483646e-05 -0.0010624447620399024 0.00048044940654762058 -0.00010519881976492229
leaf_weight=82 108 38 66 93 28 26 262 26 148 211 80 44 29 38 28 37 28 54 175 60 37 285 163 70 25 212 219 114 55 101
leaf_count=82 108 38 66 93 28 26 262 26 148 211 80 44 29 38 28 37 28 54 175 60 37 285 163 70 25 212 219 114 55 101
internal_value=-0.00095141 0.00383929 -0.00133577 0.00602273 -0.00213159 0.000285088 0.000570776 -0.00155981 -0.00371429 -0.000918544 -0.00537815 -0.000397727 0.000287425 -0.00330579 -0.00716418 0.00117187 0.000820793 0.00264984 -0.00623762 -0.00462908 -0.00374532 -0.000578313 -0.00495652 0.000870748 0.00128244 0.00314516 0.000140187 -0.00172249 -0.00317647 -0.000103359
internal_weight=2942 213 2729 175 1828 901 875 1502 349 1153 108 1045 834 110 66 767 730 316 201 326 266 414 229 724 654 237 417 198 169 386
internal_count=2942 213 2729 175 1828 901 875 1502 349 1153 108 1045 834 110 66 767 730 316 201 326 266 414 229 724 654 237 417 198 169 386
cat_boundaries=0 14 40 58 85 87 88 89 91
cat_threshold=268566528 1 0 8192 524288 8256 0 536879104 0 268435456 0 64 16 268435456 16 0 4 0 3221233664 1 0 0 0 32768 0 2048 8192 1024 268435456 4096 0 0 0 2048 256 0 20971520 0 0 1342210048 0 16 1073741824 524292 32 134217728 131072 131072 65536 8224 0 0 0 0 0 0 0 256 1073741824 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 8 0 0 64 256 8240 390 2 0 2048
is_linear=0
shrinkage=0.04


Tree=145
num_leaves=31
num_cat=12
split_feature=7 8 7 12 0 17 4 12 1 3 9 0 8 0 0 0 4 9 3 1 13 15 4 6 0 4 3 0 0 0
split_gain=4.20469 2.65082 1.97457 1.93287 1.31684 1.58321 1.2722 1.34295 1.26878 1.20694 1.44204 1.09372 1.66879 1.45708 0.977721 0.846126 0.822437 0.784662 0.699967 0.674503 0.55251 1.06396 0.666103 0.561446 0.631491 0.513173 0.506073 0.479966 0.394145 0.675726
threshold=0 1 2 3 43.175000000000004 4 27174645000.000004 5 5.5000000000000009 2024.5000000000002 6 9.5000000000000018 7 24.500000000000004 42.710000000000008 38.20000000000001 4683340000.000001 8 1992.5000000000002 1.5000000000000002 9 10 5965.0000000000009 11 44.07500000000001 12000.000000000002 2007.5000000000002 31.500000000000004 32.500000000000007 18.500000000000004
decision_type=9 9 9 9 10 9 8 9 10 8 9 8 9 8 10 10 10 9 10 10 9 9 10 9 10 10 10 10 10 10
left_child=6 8 15 11 5 18 19 -8 14 -7 -11 -4 16 -14 27 -3 -13 28 -5 -1 23 26 -23 24 -15 -21 -22 -2 29 -9
right_child=1 2 3 4 -6 9 7 17 -10 10 -12 12 13 20 -16 -17 -18 -19 -20 25 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017930622329703995 0.00032440308705218969 -3.5940457865777375e-05 -0.00039706449508344124 0.00026736342181237659 -0.00029307556327978545 6.9836250931771821e-05 4.377722815796403e-05 -0.00014223654716545299 -0.00018421283131146994 -4.9614780338274049e-05 -0.00068169712245534696 4.7554247543430963e-05 -0.0001990295912572293 -4.269552050423897e-05 -0.00049002613731769179 0.0013875473243127345 -0.0013780365017742825 -4.088454286325316e-05 -7.5200355175510935e-05 -0.00058284678691272523 0.00073199417165767497 -0.00031034799496133304 0.00094447288731750237 -0.00027499147596564909 0.00014896519358842397 -1.0506040205697787e-05 -0.0003737372384230753 0.0014714807063371182 -0.00045866891311806767 -8.8280798080120353e-06
leaf_weight=27 29 42 43 123 119 146 138 61 37 449 171 208 78 196 28 107 32 129 25 43 134 97 36 111 33 26 37 122 130 38
leaf_count=27 29 42 43 123 119 146 138 61 37 449 171 208 78 196 28 107 32 129 25 43 134 97 36 111 33 26 37 122 130 38
internal_value=-0.00099466 -0.000240265 -0.00066424 -0.000995608 -0.00220307 -0.00170492 -0.0039801 -0.00321932 0.00387665 -0.00241956 -0.00322061 0.000255906 0.000539979 -0.000436562 0.00544444 0.003625 0.00334661 -0.00444444 0.00201258 -0.00824742 0.000186047 0.00139683 -0.00125 -0.000911681 0.00025 -0.006 0.00340659 0.00671053 -0.00591667 -0.0042
internal_weight=2995 2403 2187 2038 1033 914 592 496 216 766 620 1005 962 722 179 149 240 358 148 96 644 304 133 340 229 69 171 151 229 99
internal_count=2995 2403 2187 2038 1033 914 592 496 216 766 620 1005 962 722 179 149 240 358 148 96 644 304 133 340 229 69 171 151 229 99
cat_boundaries=0 18 44 53 55 56 58 60 83 85 86 87 88
cat_threshold=2 0 100925440 524288 65538 134217792 0 805306368 65536 8240 32800 384 0 0 0 32 128 384 268435472 0 0 0 0 1 0 0 0 32768 0 4 0 1048576 268435456 4096 0 0 0 0 0 0 4194304 0 0 268435456 268435456 1 0 8192 0 0 0 8192 2048 68241442 2 41 134400 32 1 2176 0 8 0 0 0 0 0 0 0 0 0 0 8192 512 0 0 0 0 4096 0 0 0 16777216 0 2052 10 67108864 452
is_linear=0
shrinkage=0.04


Tree=146
num_leaves=31
num_cat=12
split_feature=7 8 4 12 4 7 11 13 0 12 5 2 9 1 2 4 0 12 2 0 12 2 3 2 2 12 2 2 17 0
split_gain=3.48539 2.54842 1.34632 1.35972 1.62488 1.26671 1.2301 1.89697 1.70423 1.1954 1.51939 1.18305 1.1255 1.06821 1.35079 1.23793 1.06495 0.979079 0.944475 2.26139 0.938264 0.894819 0.872356 0.857126 1.63194 1.54978 1.03299 0.812408 0.800173 1.22725
threshold=0 1 133.00000000000003 2 4850.0000000000009 3 4 5 36.400000000000006 6 2.5000000000000004 49.500000000000007 7 5.5000000000000009 18.500000000000004 1050.0000000000002 32.500000000000007 8 100.50000000000001 35.600000000000009 9 42.500000000000007 2018.5000000000002 32.500000000000007 141.50000000000003 10 16.500000000000004 49.500000000000007 11 42.710000000000008
decision_type=9 9 8 9 10 9 9 9 10 9 8 10 9 10 10 10 10 9 8 8 9 10 8 10 10 9 10 10 9 8
left_child=9 17 -3 12 5 16 20 11 18 10 -1 -8 13 14 15 -4 21 27 -9 -20 -7 -5 -18 25 -25 -11 -27 -2 29 -14
right_child=1 2 3 4 -6 6 7 8 -10 23 -12 -13 28 -15 -16 -17 22 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00020203971438355949 0.00010002802640048714 0.00065587112602241151 -0.00067026674588795739 -9.4657675171951901e-05 -0.00074200066943923564 0.00063162244747264399 -4.763018912477435e-05 0.00013988681674518945 -0.0004056308645543183 -0.0003816534043689046 -0.00055363766150311026 -0.00039554634434455947 -0.0010472874309375158 0.00045314973431334951 0.00012497385650881655 7.0331516787689453e-05 -0.00052763157386124246 -0.00019456537675502261 -0.00027928157751851758 0.00077197429930350833 4.5608935528207437e-06 0.00017813005327589338 -6.2054034736789277e-05 0.00040783106576711251 -6.8191841684068781e-05 3.775156721776085e-05 -0.0001408492749502699 -0.00033767748955959576 8.8426261377350099e-05 0.00016481586199766697
leaf_weight=28 72 52 93 64 52 122 143 76 72 129 208 54 69 36 98 37 50 187 45 33 138 48 81 80 26 74 26 33 635 39
leaf_count=28 72 52 93 64 52 122 143 76 72 129 208 54 69 36 98 37 50 187 45 33 138 48 81 80 26 74 26 33 635 39
internal_value=-0.000703206 -8.54701e-06 0.000498047 0.000332326 -0.000728008 -0.0003452 0.00054755 -0.00078341 0.00168776 -0.00347079 -0.00566802 -0.00355769 0.0013556 -0.000872727 -0.0019214 -0.00458015 -0.00275591 -0.00343234 0.00412903 0.00101266 0.00265683 0 -0.00530303 -0.00179191 0.0011215 -0.00321739 0.000720721 -0.000172414 0.00214854 -0.0010084
internal_weight=2900 2329 2037 1985 978 926 683 423 226 571 236 197 1007 264 228 130 243 292 154 78 260 112 131 335 106 229 100 105 743 108
internal_count=2900 2329 2037 1985 978 926 683 423 226 571 236 197 1007 264 228 130 243 292 154 78 260 112 131 335 106 229 100 105 743 108
cat_boundaries=0 18 45 46 56 59 60 61 63 65 67 68 69
cat_threshold=2 268435456 638590976 524292 2 134217792 0 805306368 0 134217776 8224 192 0 0 0 0 1073741952 896 0 2 0 134217728 2147483648 0 0 0 1 0 0 4 2048 0 0 0 0 0 0 2048 128 0 0 8 0 16384 64 67209282 0 129 0 0 0 0 131072 0 33556480 8192 16388 0 524288 10 1124354 256 12292 1075264 32 17833984 32 33120 50
is_linear=0
shrinkage=0.04


Tree=147
num_leaves=31
num_cat=12
split_feature=7 12 7 8 4 0 12 2 2 12 6 15 2 9 2 0 0 11 12 2 2 5 2 12 2 2 2 2 2 2
split_gain=4.38191 2.62349 2.3861 1.81425 1.39929 1.18492 1.13216 2.09919 1.2124 1.09695 1.54297 1.06949 1.05668 1.82802 1.84897 1.34852 1.03334 1.07525 2.30186 1.33686 1.12021 0.952612 1.0531 0.916032 1.43736 0.901564 0.873825 2.19263 0.851681 1.46095
threshold=0 1 2 3 4050.0000000000005 24.500000000000004 4 403.00000000000006 70.500000000000014 5 6 7 38.500000000000007 8 17.500000000000004 35.600000000000009 46.250000000000007 9 10 22.500000000000004 80.500000000000014 2.5000000000000004 95.500000000000014 11 7.5000000000000009 10.500000000000002 68.500000000000014 30.500000000000004 22.500000000000004 42.500000000000007
decision_type=9 9 9 9 8 10 9 8 10 9 9 9 8 9 10 10 10 9 9 8 10 8 10 9 10 10 10 10 10 10
left_child=1 4 26 6 -1 28 -4 8 -8 12 16 -6 13 14 -5 -14 17 25 19 -19 -21 -20 -23 24 -12 -11 27 -2 -3 -30
right_child=2 5 3 9 11 -7 7 -9 -10 10 23 -13 15 -15 -16 -17 -18 18 21 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0013069402991588675 6.7146782271620972e-05 0.0017178379733663717 -0.00020995269670613938 -0.00062558365812776635 -4.0449114352618668e-05 -0.00051285587309077838 -3.3023279836257301e-05 0.001533435270944139 -0.00039701116298836327 -0.00014221960530264255 -0.00080163888506479708 0.00010359136660582635 -0.00015785989439926596 6.7175842245461586e-05 0.00099428168592382345 -1.9007296061062106e-05 -0.00017231018529614061 0.00023965575950562367 -0.00062474053350722867 0.0044037136001152891 0.0010330094316956461 0.00052371748497940021 -0.00013345300256077054 -0.00026800641730037714 0.00066693629625540045 7.2025416433518783e-06 -9.2843399921775931e-05 0.0035490817351455563 -0.00069838476735178295 1.4052466199956371e-05
leaf_weight=25 137 33 122 81 216 272 138 29 32 27 40 143 123 373 36 181 27 84 26 40 29 131 33 210 67 138 44 36 35 41
leaf_count=25 137 33 122 81 216 272 138 29 32 27 40 143 123 373 36 181 27 84 26 40 29 131 33 210 67 138 44 36 35 41
internal_value=-0.000847458 -0.00342784 7.28929e-05 -0.000374115 -0.00101266 -0.00576531 -0.00307229 -0.00104762 -0.00280702 0.00016898 0.00115875 -0.000388889 -0.00089441 0.000244399 -0.00390625 -0.0027541 0.00245421 0.00290766 0.00412429 0.00768293 0.0122857 0.000995025 0.00218182 -0.00103659 0.00186441 0.000113636 0.00394737 0.0054023 -0.00236364 -0.00467532
internal_weight=2949 765 2184 1967 384 381 321 199 170 1646 852 359 794 490 117 304 535 508 343 153 69 190 164 317 107 165 217 173 109 76
internal_count=2949 765 2184 1967 384 381 321 199 170 1646 852 359 794 490 117 304 535 508 343 153 69 190 164 317 107 165 217 173 109 76
cat_boundaries=0 18 19 33 60 61 62 63 64 66 68 70 72
cat_threshold=3 128 67117056 524288 65536 134225984 131072 536870912 0 536879136 32800 0 268435456 0 0 32 1073745920 384 84011072 268451840 1 1073741824 8192 32 2 0 8192 33554432 0 8192 2097152 0 268435456 0 2056 0 0 2147483648 0 0 0 0 0 0 0 8192 512 0 0 0 0 4096 0 2147484032 0 0 8 0 1073758208 4 204896 1139714 330 201326592 0 4116 32 2147483648 33024 32 16779328 2
is_linear=0
shrinkage=0.04


Tree=148
num_leaves=31
num_cat=16
split_feature=8 12 4 13 9 4 2 17 2 16 8 2 12 4 12 6 2 2 17 2 6 13 2 6 9 2 12 2 2 2
split_gain=1.62164 2.52556 1.36665 1.36034 1.30787 1.71775 2.69588 2.1636 1.47481 1.30544 1.25001 1.05328 1.01213 0.840193 1.11163 1.19009 1.13014 1.04765 0.850806 1.74405 0.791777 0.759009 0.751389 0.710369 0.827061 1.04176 0.816525 0.827795 1.50166 0.656416
threshold=0 1 38500.000000000007 2 3 3890.0000000000005 7.5000000000000009 4 26.500000000000004 5 6 79.500000000000014 7 29019565000.000004 8 9 10.500000000000002 35.500000000000007 10 15.500000000000002 11 12 31.500000000000004 13 14 21.500000000000004 15 15.500000000000002 44.500000000000007 12.500000000000002
decision_type=9 9 8 9 9 10 10 9 8 1 9 10 9 8 9 9 8 10 9 10 9 9 8 9 9 10 9 8 10 10
left_child=1 -1 -3 9 10 7 -7 11 20 -4 12 -6 21 -12 15 16 -15 -18 19 -16 -9 29 -17 26 -25 -26 27 -20 -29 -2
right_child=4 2 3 -5 5 6 -8 8 -10 -11 13 -13 -14 14 18 22 17 -19 23 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00028163391754183921 -6.6225335249434642e-05 -0.00017095368253421838 -2.2128328269275243e-05 6.0629304434982599e-05 -4.4852140640117001e-05 -0.0014682967424284499 9.4578646404386294e-06 -0.00016090196548073976 0.0020031033208102399 -0.00054064251728554776 1.7774291241927642e-05 -0.0011022785967259097 -1.4652091173879002e-05 0.0023842969843034466 0.00038453124225743099 -0.00054112497139289671 -0.00029002172104505066 0.00012303443395367708 -1.3288615258240099e-05 -0.00092307812577001162 0.00095530925337648396 9.4572996713040432e-05 -0.00019023081052836234 -4.6227699592904518e-06 -0.0010970909220403158 5.1318052050213226e-05 -0.00015578977052754794 0.00087834158285900795 -1.8017983052729393e-05 2.9450905361230184e-05
leaf_weight=107 30 33 71 159 89 31 101 114 123 34 172 35 458 29 40 142 52 55 54 70 129 128 98 188 62 40 132 36 25 85
leaf_count=107 30 33 71 159 89 31 101 114 123 34 172 35 458 29 40 142 52 55 54 70 129 128 98 188 62 40 132 36 25 85
internal_value=-0.00095792 -0.00327711 -0.00123377 -0.000301887 -0.000569395 0.00101106 -0.00300752 0.00211813 0.00360743 -0.00362069 -0.00109072 -0.00237037 0.000252809 -0.00187396 -0.00232422 -0.00403101 -0.000816327 -0.00277778 -0.0012462 -0.00429752 0.00188525 0.00228346 -0.00573705 -0.000547445 -0.00186047 -0.00460177 0.00100775 0.00333333 0.00677419 -0.00015873
internal_weight=2922 404 297 264 2518 622 132 490 366 105 1896 124 701 1195 1023 376 136 107 647 110 243 243 240 537 290 102 247 115 61 115
internal_count=2922 404 297 264 2518 622 132 490 366 105 1896 124 701 1195 1023 376 136 107 647 110 243 243 240 537 290 102 247 115 61 115
cat_boundaries=0 30 31 32 34 35 36 66 67 68 69 70 71 72 73 75 76
cat_threshold=0 2058 0 0 2147483648 0 0 0 0 0 0 0 8192 0 0 0 0 0 4096 0 128 0 4194304 0 0 1073741824 4 0 524288 4096 68329472 4 385 18452 22 2 1073741824 0 0 0 0 0 0 2147483648 0 0 0 133124 0 0 0 4096 0 0 0 10240 0 0 16777216 0 0 0 64 0 0 8192 16819296 108608 10 10 278 2 210 0 2048 1026
is_linear=0
shrinkage=0.04


Tree=149
num_leaves=31
num_cat=11
split_feature=8 7 12 7 12 3 1 4 11 12 6 2 1 3 3 3 12 2 2 2 1 8 2 2 2 12 2 3 3 2
split_gain=4.63207 2.23569 2.12916 1.84159 1.528 1.34125 1.24128 1.09681 1.1335 1.97554 1.52995 1.47273 1.36259 1.10018 1.55702 1.65025 0.989753 0.962444 0.86482 1.24704 0.84879 0.832167 1.03783 0.907271 2.45191 0.96055 1.0258 0.885379 0.680757 0.641041
threshold=0 1 2 3 4 2017.5000000000002 5.5000000000000009 4683340000.000001 5 6 7 7.5000000000000009 5.5000000000000009 2018.5000000000002 2007.5000000000002 2002.5000000000002 8 5.5000000000000009 55.500000000000007 35.500000000000007 3.5000000000000004 9 1.5000000000000002 13.500000000000002 15.500000000000002 10 4.5000000000000009 2019.5000000000002 2020.5000000000002 68.500000000000014
decision_type=9 9 9 9 9 8 8 10 9 9 9 10 8 10 10 10 9 10 10 10 8 9 8 8 8 9 10 8 8 8
left_child=5 4 3 6 -2 -1 -3 8 13 -10 29 -12 -13 14 15 16 18 -18 19 -4 -5 27 -23 25 -25 28 -27 -22 -24 -11
right_child=1 2 7 20 -6 -7 -8 -9 9 10 11 12 -14 -15 -16 -17 17 -19 -20 -21 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00062009491660798945 7.8320564770777422e-05 3.2323268060494573e-05 1.8756802417989606e-05 0.0026332906182773286 -0.00026581718872733975 -0.0003635507656042236 0.0018229995932513888 -0.0013429864890652254 7.4362812427608563e-05 0.0001091939440848222 -0.0010965709872505158 1.1472299976844624e-06 -0.00080925919951923219 0.0015028831207033022 -0.00062006011313961548 0.00060326170101745904 0.00010246589041251752 -0.00017102268275799305 0.00010273477552544819 -0.00046833088659962389 0.00027037034778793157 -0.0016693499256962951 0.0011042115274724296 -0.00059815048525166501 4.208187891823201e-05 -0.00066110159520654582 6.8836402078673582e-05 -0.00012138413076542066 0.00058979173425420582 -2.883771998931195e-05
leaf_weight=34 122 88 130 29 217 194 34 29 216 55 33 57 25 35 51 27 79 353 63 44 25 27 46 43 442 25 81 212 125 46
leaf_count=34 122 88 130 29 217 194 34 29 216 55 33 57 25 35 51 27 79 353 63 44 25 27 46 43 442 25 81 212 125 46
internal_value=-0.000850067 -0.000382671 4.93624e-05 0.00126263 -0.00337143 -0.00619247 0.00571429 -0.00110048 -0.000921811 0.000722348 -0.00193833 -0.00492063 -0.00240964 -0.00181589 -0.00216578 -0.00166428 -0.0020597 -0.00316027 8.06452e-05 -0.00137143 0.000694184 0.000506329 0.001125 0.00141547 0.00037037 0.00323741 0 -0.00153226 0.00494505 0.00160714
internal_weight=2987 2759 2420 1177 339 228 122 1243 1214 432 216 115 82 782 747 696 669 432 237 174 1055 1026 789 762 485 277 106 237 171 101
internal_count=2987 2759 2420 1177 339 228 122 1243 1214 432 216 115 82 782 747 696 669 432 237 174 1055 1026 789 762 485 277 106 237 171 101
cat_boundaries=0 30 48 49 63 64 66 68 69 71 94 95
cat_threshold=0 2048 4 134217728 65536 0 0 0 1 0 0 33685760 64 0 0 0 0 0 0 0 2147483648 0 0 8 0 16384 0 0 524288 4096 0 144 34611200 786432 65568 134217792 0 0 0 0 40960 448 0 0 0 0 0 128 16875586 0 1 0 0 0 0 0 131072 2048 0 0 0 0 268435456 134178 32804 66048 1066240 32 14 67120128 2 0 0 0 0 2147483648 0 0 0 0 0 0 4 2048 512 0 0 0 0 4096 8192 0 0 16777216 16777282
is_linear=0
shrinkage=0.04


Tree=150
num_leaves=31
num_cat=18
split_feature=7 7 15 12 12 4 11 4 12 17 9 1 9 11 7 4 16 6 1 4 12 5 4 4 18 4 1 12 18 1
split_gain=3.51623 2.28254 2.29976 2.21484 2.09899 2.57105 1.88611 1.45713 1.17783 1.22341 1.17655 1.63684 1.04138 1.21186 1.25487 0.847263 0.836442 0.80938 0.681817 0.681015 0.661875 0.605336 0.52463 0.512756 0.570768 0.494263 0.454497 0.433155 0.365265 0.295466
threshold=0 1 2 3 4 86.000000000000014 5 8747595000.0000019 6 7 8 3.5000000000000004 9 10 11 2114435000.0000002 12 13 5.5000000000000009 1525190000.0000002 14 1.5000000000000002 4850.0000000000009 16472860000.000002 15 12415638000.000002 2.5000000000000004 16 17 5.5000000000000009
decision_type=9 9 9 9 9 10 9 8 9 9 9 10 9 9 9 10 1 9 10 8 9 8 8 8 9 8 10 9 9 10
left_child=3 23 4 7 6 12 -3 -1 17 19 11 -5 -6 14 -14 22 -8 -4 -9 -10 -16 -21 -11 -2 -25 -19 -24 -15 -23 -13
right_child=1 2 8 10 5 -7 16 18 9 15 -12 29 13 27 20 -17 -18 25 -20 21 -22 28 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0007691885623951223 0.0036184539801099548 2.1949888687444742e-05 -8.6626493849202289e-05 0.002066610391872743 -0.00012480584092156022 0.0008914420344544638 -0.00013657351661858997 1.3045182972462044e-05 -0.00018109897035586186 9.2418900487842856e-05 -0.0010675414669077199 -8.6061579626210975e-05 -5.1909272153949358e-06 -0.00012092649550297097 3.0370342399130833e-05 0.00010111741895798332 -7.1207176692311699e-05 0.0021865199138405701 0.0012254537201943094 -6.0300781054394293e-05 0.00051365157132494238 0.00078523092181164605 -0.00015309039593883967 6.3438192687073069e-05 0.00050499794234600155 3.7083704529408124e-05 -0.00052270473219877549 1.6542402219315022e-05 0.00063088792911496943 -0.00051276486447576991
leaf_weight=28 40 147 142 45 128 58 202 189 47 25 132 216 146 103 132 37 51 29 33 55 301 28 104 37 36 106 197 105 30 39
leaf_count=28 40 147 142 45 128 58 202 189 47 25 132 216 146 103 132 37 51 29 33 55 301 28 104 37 36 106 197 105 30 39
internal_value=-0.000390704 0.000365694 6.41026e-05 -0.002886 0.00105491 0.00205285 -0.00136253 0.000153257 -0.00162762 -0.00273408 -0.00460497 -0.0029582 0.00155022 0.0020802 0.00301695 -0.0040107 -0.00340909 0.000486111 0.00125561 0.000233918 0.0040991 0.00192982 -0.00477064 0.00564516 0.00405405 0.00260274 -0.00523179 -0.000547945 0.00474576 -0.00429688
internal_weight=2968 2286 2173 682 1373 973 400 250 800 523 432 300 915 787 579 363 253 277 222 160 433 113 326 113 73 135 301 208 58 255
internal_count=2968 2286 2173 682 1373 973 400 250 800 523 432 300 915 787 579 363 253 277 222 160 433 113 326 113 73 135 301 208 58 255
cat_boundaries=0 18 34 36 37 38 40 41 42 44 46 47 55 56 57 59 60 61 62
cat_threshold=1 268435456 1074798592 526336 524288 134219840 131072 541065216 0 32 8224 192 16 0 0 0 1073741952 256 268435456 0 0 8192 2 0 0 8192 0 0 32768 0 0 268435456 0 32 2214592512 1 84074560 67249472 32800 1024 68322624 24 0 2084 0 20 32804 131074 0 0 0 0 0 0 131072 2 264 1081376 2 4 16842786 4
is_linear=0
shrinkage=0.04


Tree=151
num_leaves=31
num_cat=12
split_feature=11 9 4 2 5 17 12 0 4 1 9 12 4 2 11 6 2 12 4 12 0 1 2 2 12 2 2 2 12 0
split_gain=1.31517 1.26237 0.961625 0.941354 1.40616 1.08689 1.44213 1.10938 0.895158 0.849369 0.819114 2.28446 0.919652 0.809342 1.53407 2.62602 3.04344 1.34636 1.16297 0.969242 1.98423 0.978225 1.39864 0.808931 2.29074 1.43818 1.37434 1.19961 1.24874 1.1308
threshold=0 1 5828530000.000001 5.5000000000000009 2.5000000000000004 2 3 44.07500000000001 86.000000000000014 3.5000000000000004 4 5 520.00000000000011 1750.0000000000002 6 7 11.500000000000002 8 1514.5000000000002 9 31.500000000000004 5.5000000000000009 18.500000000000004 38.500000000000007 10 29.500000000000004 44.500000000000007 24.500000000000004 11 23.500000000000004
decision_type=9 9 10 8 8 9 9 10 10 10 9 9 10 8 9 9 10 9 8 9 10 8 10 10 9 10 10 10 9 10
left_child=3 8 10 -1 -5 7 -7 -6 -2 -8 11 -3 -13 14 17 16 -16 -12 -19 20 -17 22 -21 25 29 27 -26 28 -20 -25
right_child=1 2 -4 4 5 6 9 -9 -10 -11 13 12 -14 -15 15 19 -18 18 23 21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00049672469383395419 0.00050938786320124056 0.00026039247652462902 -0.00091908150575932275 0.00040709625921117267 -0.00098806503098693111 0.00020511484147384351 1.3796543821946728e-05 -4.4741276073025915e-05 0.0029405804351410225 -0.00026996045115289745 -0.00018465989134348605 -0.00018720393864253283 0.0019290321651070741 -0.00065017268095466816 0.00051446340586167592 0.00081391343379124239 -0.00068342506284416518 -0.00032588063617836836 -0.00023566587468621948 -1.1277436962942033e-05 -5.0117561303295586e-05 0.0029334764893356891 0.00075563036044602684 -0.00014130605116545071 -0.00028030315995184905 8.8227340984801112e-05 5.3179045986411212e-05 -0.00024663072477757451 4.4891854251716268e-05 -0.00035100488807266573
leaf_weight=35 107 101 48 43 76 104 42 29 30 89 105 426 25 155 38 38 83 83 107 45 75 43 86 50 36 102 214 49 446 66
leaf_count=35 107 101 48 43 76 104 42 29 30 89 105 426 25 155 38 38 83 83 107 45 75 43 86 50 36 102 214 49 446 66
internal_value=-0.00111522 -0.000762943 -0.000978618 -0.00317016 -0.00265625 -0.00351906 -0.00170732 -0.00672414 0.00283784 -0.0043662 -0.000867734 -0.00220249 -0.00341991 -0.000447598 -0.000191962 0.00190931 -0.00287879 -0.000882585 -0.000463918 0.00395973 0.000806452 0.00583784 0.00439394 -0.000112045 -0.00163488 0.000680851 0.000613027 -6.6335e-05 0.000469314 -0.00598425
internal_weight=2976 2558 2421 418 383 340 235 105 137 131 2373 552 451 1821 1666 408 121 1258 1153 287 113 174 131 1070 366 704 250 602 553 116
internal_count=2976 2558 2421 418 383 340 235 105 137 131 2373 552 451 1821 1666 408 121 1258 1153 287 113 174 131 1070 366 704 250 602 553 116
cat_boundaries=0 3 5 6 7 9 10 11 12 13 14 15 17
cat_threshold=2 1639936 530432 1074004480 8320 10 67682 1 16404 67256608 2147483684 148 131328 16900128 1146944 17440 32
is_linear=0
shrinkage=0.04


Tree=152
num_leaves=31
num_cat=9
split_feature=8 7 12 2 8 7 12 2 2 0 12 0 8 2 3 12 2 2 2 0 0 1 2 5 2 2 2 2 2 2
split_gain=2.56801 2.58518 2.31651 1.76177 1.58041 1.65142 1.25901 1.19245 0.995034 0.900965 0.899766 0.856328 0.761318 1.44009 0.938406 0.74548 1.51649 2.36877 0.787532 0.726048 0.949771 0.947521 0.901796 0.89698 1.11131 1.2338 1.11887 1.00841 0.881034 0.716942
threshold=0 1 2 101.50000000000001 3 4 5 114.50000000000001 19.500000000000004 9.5000000000000018 6 9.5000000000000018 7 2.5000000000000004 2010.5000000000002 8 39.500000000000007 17.500000000000004 7.5000000000000009 42.960000000000008 18.500000000000004 5.5000000000000009 7.5000000000000009 1.0000000180025095e-35 28.500000000000004 77.500000000000014 283.00000000000006 22.500000000000004 16.500000000000004 71.500000000000014
decision_type=9 9 9 10 9 9 9 10 10 10 9 8 9 10 8 9 8 10 8 10 10 10 8 10 10 10 10 10 8 10
left_child=7 2 -2 15 -3 8 9 10 -6 -7 -1 -8 13 -13 -15 16 17 -4 -17 20 -11 23 -21 24 27 -26 -27 -22 -25 -20
right_child=1 4 3 -5 5 6 11 -9 -10 19 -12 12 -14 14 -16 18 -18 -19 29 22 21 -23 -24 28 25 26 -28 -29 -30 -31
leaf_value=1.0653425179825149e-05 3.487062034487565e-05 0.00034155059909927841 -0.00025940134388818592 -0.0009973149865617969 2.9198808398476219e-05 0.00095445503212538091 -0.00071210870184231108 -0.00029774535659633729 0.0026251548899492859 -0.00013590445257555928 -0.00020408022595951535 0.00062151925938650268 -0.00011674191451611194 0.00011001211330473382 -1.7690910460821385e-05 0.0007741845556697058 -0.00060921240707173757 0.00057065020825067595 -0.00010310914975285357 -0.00036756395319436307 6.8848980586651011e-05 0.0028551266238859086 2.0148368044416999e-05 2.0104061909833603e-05 0.0024255039063816142 -0.0011585822913943744 0.0021238528510243528 -0.0012316261017838316 -0.00021527048252941938 9.5620227117478859e-05
leaf_weight=103 122 237 38 46 48 25 35 45 57 68 197 35 689 25 212 43 57 28 270 28 169 43 59 40 50 26 33 27 25 35
leaf_count=103 122 237 38 46 48 25 35 45 57 68 197 35 689 25 212 43 57 28 270 28 169 43 59 40 50 26 33 27 25 35
internal_value=-0.00069273 -0.000247966 -0.00243077 -0.00359848 0.000484037 4.69208e-05 -0.0002875 -0.0038764 0.00465517 0.00115894 -0.00305648 -0.00115194 -0.000935551 0.000848057 -0.000252101 -0.00292373 -0.00552239 -0.00179104 -0.00178273 0.000843585 0.00145228 0.00217391 -0.0025 0.00150943 0.0024183 0.00563636 0.00166667 0.000609137 -0.00272727 -0.00254902
internal_weight=2915 2570 639 517 1931 1694 1589 345 105 593 300 996 961 272 237 471 123 66 348 568 481 413 87 370 305 109 59 196 65 305
internal_count=2915 2570 639 517 1931 1694 1589 345 105 593 300 996 961 272 237 471 123 66 348 568 481 413 87 370 305 109 59 196 65 305
cat_boundaries=0 30 48 50 73 89 91 92 119 120
cat_threshold=1342177280 10 0 134217728 0 1 0 0 0 0 0 33685504 2112 0 0 0 0 0 33558528 0 0 0 0 8 0 1073741824 4 0 128 8192 2 128 68427776 524288 0 134217792 33554432 268566528 33554432 16 32800 192 16 0 67108864 0 128 128 16801824 2 16 2052 4 0 0 0 0 0 0 32768 0 0 8192 0 0 4096 0 0 0 0 128 0 4194304 131072 1 0 2099200 0 0 0 8192 0 0 0 0 67108864 0 0 32 83919168 32 206112 0 0 0 0 2147483648 0 262144 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 0 0 16777216 0 0 0 64 100352
is_linear=0
shrinkage=0.04


Tree=153
num_leaves=31
num_cat=10
split_feature=8 7 7 12 14 9 2 18 12 0 2 4 2 2 0 2 2 4 2 4 2 9 0 2 6 4 2 2 2 2
split_gain=2.85776 2.34529 1.44008 1.34753 1.4516 1.33226 1.30338 1.65552 1.77828 1.37116 1.19866 1.11612 1.10469 1.38378 1.10368 1.07285 1.57305 1.06961 1.01781 0.899422 0.810524 0.729465 0.796908 0.717477 0.653563 0.841105 0.622989 1.02005 0.718853 1.27346
threshold=0 1 2 3 4 5 510.50000000000006 6 7 40.250000000000007 72.500000000000014 293.00000000000006 64.500000000000014 17.500000000000004 44.07500000000001 535.00000000000011 298.50000000000006 539925000.00000012 66.500000000000014 141.00000000000003 108.50000000000001 8 30.500000000000004 3.5000000000000004 9 13818465000.000002 54.500000000000007 40.500000000000007 12.500000000000002 6.5000000000000009
decision_type=9 9 9 9 9 9 8 9 9 10 10 10 10 10 10 10 10 8 10 10 10 9 10 8 9 8 10 10 10 10
left_child=15 -2 12 11 19 6 7 14 -9 10 26 18 13 -3 -6 16 20 -7 21 -5 -1 23 -23 -4 25 -19 27 28 29 -10
right_child=1 2 3 4 5 17 -8 8 9 -11 -12 -13 -14 -15 -16 -17 -18 24 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018436851460165826 0.0018284425191287213 -0.00052501732629359307 -0.00015784525796938453 -0.00017041332926197585 0.0029324669665941627 0.0035528797264775848 -0.00055344257499200466 2.9508069512260703e-05 -0.00015455945266111827 -0.00045820631813171532 0.0013149325389848344 -0.0010620220718126207 -0.00046225333827592862 0.0003989714370240094 1.9106456646440506e-05 1.8126649216725354e-05 -0.0004014179658540229 -0.0004197969270522961 -0.00014287781463728777 -0.00093621566494885402 4.360876077065257e-05 -0.00017075777681860416 -5.6235027730657803e-05 3.7133535242759306e-05 -1.1847439592003185e-05 0.0018745819130921149 -0.00018786041914843567 0.00054263308416338421 -0.00019372347856503325 0.00045364551565000964
leaf_weight=376 106 133 30 91 37 33 104 412 101 93 65 47 40 52 29 39 27 26 102 32 45 27 82 246 101 79 28 34 214 81
leaf_count=376 106 133 30 91 37 33 104 412 101 93 65 47 40 52 29 39 27 26 102 32 45 27 82 246 101 79 28 34 214 81
internal_value=-0.00097494 -0.000402299 -0.000678112 -0.000342043 0.000254615 0.000621547 6.61704e-05 0.000474886 7.77454e-05 -0.00127592 -0.000496183 -0.00205505 -0.00364407 -0.00247312 0.00656716 -0.00373494 -0.00436526 0.00328 -0.00151639 -0.00373134 -0.00374408 -0.000569948 -0.00316667 0.000557491 0.00231884 0.00431034 -0.00122004 -0.000835267 -0.00141058 0.000437158
internal_weight=2912 2425 2319 2094 1560 1437 1198 1094 1028 616 523 534 225 185 66 487 448 239 487 123 421 385 109 276 206 105 458 430 396 182
internal_count=2912 2425 2319 2094 1560 1437 1198 1094 1028 616 523 534 225 185 66 487 448 239 487 123 421 385 109 276 206 105 458 430 396 182
cat_boundaries=0 30 43 61 63 64 66 67 68 70 71
cat_threshold=1342177280 12 4 0 2147549184 0 524288 2147483648 0 0 0 131072 2112 0 268435456 0 0 0 33554432 0 0 0 4194304 0 0 16384 4 0 524288 12288 268435457 1 0 0 0 0 0 268443648 0 134217728 0 0 128 0 0 1611661312 524292 0 0 0 0 2048 0 32 128 0 0 0 0 0 128 85065760 32 131088 0 22564 4 93184 0 14336 192
is_linear=0
shrinkage=0.04


Tree=154
num_leaves=31
num_cat=11
split_feature=7 8 7 8 11 4 4 7 11 9 2 0 9 9 5 2 2 2 2 2 0 5 5 2 6 0 2 2 2 2
split_gain=3.23552 3.18098 1.67044 1.42677 1.32041 1.17181 2.86768 1.33547 2.69073 1.71155 1.9673 1.14061 1.05302 1.16153 1.04269 1.03949 0.969262 1.28537 1.02738 0.921336 0.867961 0.823569 0.799637 0.775343 0.859967 0.775112 0.759316 1.04457 1.0585 0.758459
threshold=0 1 2 3 4 722615000.00000012 6789.5000000000009 5 6 7 147.50000000000003 37.750000000000007 8 9 1.5000000000000002 29.500000000000004 67.500000000000014 92.500000000000014 42.500000000000007 28.500000000000004 28.500000000000004 2.5000000000000004 3.5000000000000004 41.500000000000007 10 35.850000000000009 5.5000000000000009 12.500000000000002 22.500000000000004 24.500000000000004
decision_type=9 9 9 9 9 10 10 9 9 9 10 10 9 9 10 8 10 10 10 10 10 8 8 8 9 10 10 10 10 10
left_child=4 12 25 11 16 6 7 8 -5 -9 15 -4 14 -14 19 29 18 -18 21 -2 -6 -1 -15 -17 -25 -3 -10 -28 -29 -11
right_child=1 2 3 5 20 -7 -8 9 26 10 -12 -13 13 22 -16 23 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.00062545935101645969 2.0201779806257038e-05 -8.9682275275038139e-06 -0.0004749223831011307 1.8107843144221648e-05 -0.00014778776512823556 -0.0010931276353862529 0.0015409881269913938 -0.0003415000830127468 -0.0012688756682787882 4.892263024345311e-06 -0.0007399388593869816 -9.5128064725429336e-05 4.0397888983463306e-05 0.00056033708567873933 0.00018951645241415348 0.00058698941668783539 0.00010561775744122315 -0.00017627548386954574 -0.00029311325520389178 -0.0010383759751206867 -0.00019407333402668314 -1.9021976636928172e-05 0.0017827988634407533 0.00077118865851133478 -4.8449122173117587e-05 0.0031009184719145112 -9.7994516775798963e-05 -0.00032454338963503913 -0.00030734600568262495 -0.0016785592015978068
leaf_weight=39 76 47 57 106 30 45 29 186 26 459 81 68 303 25 51 56 42 41 81 39 140 314 94 102 122 70 41 34 64 32
leaf_count=39 76 47 57 106 30 45 29 186 26 459 81 68 303 25 51 56 42 41 81 39 140 314 94 102 122 70 41 34 64 32
internal_value=-0.000978973 -0.00022482 -0.00113692 -0.00150099 -0.00335244 -0.00110473 -0.000896191 -0.00117557 -0.00361702 -0.00049571 0.0002781 -0.00544118 0.00227045 0.00332564 -0.000451977 0.000906736 -0.00223485 0.00166667 -0.00303448 -0.00258621 -0.00640884 -0.0020904 0.00661538 0.00284698 0.00177778 0.00328125 -0.00670455 -0.00585714 -0.00808081 -0.000203252
internal_weight=2900 2213 1625 1508 687 1383 1338 1309 271 1038 852 125 588 422 166 771 517 83 434 115 170 353 119 280 224 117 165 139 98 491
internal_count=2900 2213 1625 1508 687 1383 1338 1309 271 1038 852 125 588 422 166 771 517 83 434 115 170 353 119 280 224 117 165 139 98 491
cat_boundaries=0 18 45 53 83 84 101 103 105 107 109 110
cat_threshold=131072 128 68419584 526336 0 0 0 805437440 33554432 134217776 8224 0 0 0 67108864 32 1073741824 384 16 4 0 0 2147483648 1 262144 2147483648 0 32768 0 2048 8192 512 0 4096 0 0 4096 8192 384 0 0 0 0 268435456 64 268435456 1 1073741824 4 0 0 0 8192 0 2056 0 134217728 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4194304 8 0 32768 0 0 0 8192 16420 2 0 8192 0 0 0 131072 0 2048 0 0 0 0 0 0 0 4096 32 2147483648 256 4100 0 12292 128 2080 22
is_linear=0
shrinkage=0.04


Tree=155
num_leaves=31
num_cat=8
split_feature=7 8 12 2 12 7 5 2 4 2 3 1 2 1 3 2 2 2 0 3 0 17 12 6 4 4 4 4 2 3
split_gain=3.4439 2.89698 1.91274 1.59268 1.41961 1.46678 1.40977 1.28423 1.14375 1.35863 1.66108 1.46484 1.13737 1.52199 1.06453 1.02443 2.06609 0.939966 1.20786 1.17859 0.901922 0.869411 1.93965 1.2654 1.61857 1.4218 1.24455 1.28735 1.19324 0.873514
threshold=0 1 2 119.00000000000001 3 4 5.5000000000000009 151.50000000000003 10438345000.000002 34.500000000000007 2015.5000000000002 5.5000000000000009 9.5000000000000018 5.5000000000000009 2020.5000000000002 60.500000000000007 44.500000000000007 24.500000000000004 35.600000000000009 2011.5000000000002 35.850000000000009 5 6 7 3215.5000000000005 55828770000.000008 86.000000000000014 950.00000000000011 10.500000000000002 2016.5000000000002
decision_type=9 9 9 10 9 9 8 8 8 8 8 10 10 8 10 10 10 10 8 8 10 9 9 9 8 8 10 10 10 10
left_child=2 3 6 20 12 -6 -1 -8 -4 11 -11 17 13 -3 21 16 -12 18 -10 -20 -2 22 -7 24 -23 -26 29 -28 -27 -25
right_child=1 4 8 -5 5 14 7 -9 9 10 15 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 23 -24 26 25 28 27 -29 -30 -31
leaf_value=0.00053792360225159543 -5.6815265888623399e-05 -0.00035153099559302346 -0.00043860534836134948 7.6556357073798159e-05 0.0001478651887058291 -0.00038229359004652961 -4.794420767950669e-08 -0.001735083623814866 0.0018515402124771542 -0.00073628191986301777 -2.6382438184029411e-05 -0.00095745639565400606 -1.9262486960514025e-06 7.9912130460790828e-05 -0.0004788918092969752 -0.00018268419929629687 0.0025072009460539134 -0.000695566790894091 0.00019227301895014649 -0.00025430926847818113 -0.0004317423913049723 -0.00087081209187495295 9.949212553593156e-05 8.6295979951813706e-05 0.0027580031301436491 -0.00038219968324426645 0.0032003748303875315 0.0002838540877183249 3.2661470375927591e-05 0.00062857852368708228
leaf_weight=25 102 97 81 42 176 127 219 40 34 29 61 37 319 44 28 74 27 28 27 86 92 25 109 431 34 133 41 76 223 36
leaf_count=25 102 97 81 42 176 127 219 40 34 29 61 37 319 44 28 74 27 28 27 86 92 25 109 431 34 133 41 76 223 36
internal_value=-0.000805785 2.7959e-05 -0.00308087 -0.00404858 0.000554974 0.00117241 -0.00040678 -0.00130769 -0.00460606 -0.00381188 -0.00135417 -0.00600939 -0.00135881 -0.0043662 0.000675039 0.000245399 0.00314607 -0.00443182 -0.00310811 -0.00508772 -0.00574359 0.000857605 -0.00129555 0.00136634 -0.000328638 0.000306905 0.00255462 0.00627119 -0.000448179 0.00166667
internal_weight=2903 2135 768 236 1899 1439 284 259 484 403 191 212 460 141 1263 162 88 175 147 113 194 1235 236 999 415 390 584 117 356 467
internal_count=2903 2135 768 236 1899 1439 284 259 484 403 191 212 460 141 1263 162 88 175 147 113 194 1235 236 999 415 390 584 117 356 467
cat_boundaries=0 18 48 49 50 64 65 66 67
cat_threshold=2 16 1712332800 524288 65536 134217794 131072 272629760 0 134225952 32 448 0 0 67108864 32 16 640 1073741824 4 0 134217728 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147484032 0 0 8 0 0 4 0 524288 8192 1270848 16925984 0 1 0 4 0 8192 0 0 33619968 0 0 0 0 268435456 19 66 280
is_linear=0
shrinkage=0.04


Tree=156
num_leaves=31
num_cat=7
split_feature=7 7 3 3 2 11 2 3 12 3 0 12 2 1 4 2 2 2 2 2 2 2 2 2 2 17 4 14 4 3
split_gain=3.27204 1.70384 1.66141 2.47245 1.9472 1.48203 2.47857 1.55914 1.68236 1.35122 1.16212 1.22376 1.7476 1.25878 1.18551 1.16075 1.14064 1.27759 0.976241 0.994995 0.939261 1.33885 0.927267 0.849397 0.795125 0.73243 0.88735 0.710691 1.10815 1.0627
threshold=0 1 1989.5000000000002 2008.5000000000002 13.500000000000002 2 99.000000000000014 1996.5000000000002 3 1988.5000000000002 15.500000000000002 4 31.500000000000004 5.5000000000000009 5368.5000000000009 59.500000000000007 11.500000000000002 54.500000000000007 70.500000000000014 14.500000000000002 99.000000000000014 182.50000000000003 21.500000000000004 5.5000000000000009 26.500000000000004 5 5828530000.000001 6 390.00000000000006 2018.5000000000002
decision_type=9 9 8 8 10 9 10 10 9 10 10 9 10 8 8 10 8 10 10 8 10 10 8 10 10 9 8 9 10 10
left_child=5 9 -3 4 -4 6 -1 8 18 -2 16 12 14 -14 -12 -9 -5 -18 19 23 -10 -22 -16 -7 -11 26 -13 28 29 -27
right_child=1 2 3 10 -6 7 -8 15 20 24 11 25 13 -15 22 -17 17 -19 -20 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00012087630070652722 -0.00014018217392383292 0.0019237062192853926 0.0004451280247963041 1.7385447186697435e-05 -0.00080934419430207078 0.00040978706630088622 0.00018447288120956528 0.0017830727531849889 3.7298460199757243e-05 -0.0010651753455037394 0.00024870382517178769 9.551244051451136e-05 0.00012545631121540167 -0.00033074940201245796 -0.00014190743985203368 -8.0603215862851137e-06 -0.00037415948151043211 1.9444874404896951e-05 -0.00025208838718931758 1.6597168779952654e-05 -0.00041041283321654022 0.00014650174215816492 -0.00077307931404739353 -0.00021365547509301309 -0.00039010951236555512 0.00056831383284652762 -0.00025887885359097138 -7.7355160430592212e-05 -0.00060840524509728764 -8.5622985922100269e-05
leaf_weight=108 266 26 37 37 100 30 36 96 362 26 37 83 88 33 257 38 101 45 55 129 41 53 86 42 33 319 135 130 25 38
leaf_count=108 266 26 37 37 100 30 36 96 362 26 37 83 88 33 257 38 101 45 55 129 41 53 86 42 33 319 135 130 25 38
internal_value=-0.000539233 -0.00150549 -0.000944584 -0.00112113 -0.00623188 0.00131868 -0.00232258 0.00196033 0.00123422 -0.00410714 -0.000621908 -0.000178571 -0.00167969 0.00245902 -0.00304462 0.00592593 -0.00358696 -0.00517007 -0.00134831 -9.90099e-05 0.00265525 -0.000842105 -0.00377907 -0.00383562 -0.00966667 0.000863698 -0.00104803 0.0016826 0.00254453 0.00318436
internal_weight=2892 1902 1577 1551 137 990 144 846 712 325 1414 1231 501 121 380 134 183 146 256 201 456 94 343 72 59 730 218 512 382 357
internal_count=2892 1902 1577 1551 137 990 144 846 712 325 1414 1231 501 121 380 134 183 146 256 201 456 94 343 72 59 730 218 512 382 357
cat_boundaries=0 18 36 38 39 41 42 43
cat_threshold=268566531 145 0 8708 0 134225920 0 139264 33622016 268435488 32 256 16 268435456 0 0 16 128 0 0 1644175360 2885632 34 64 0 805306368 0 134217728 0 128 0 0 67108864 0 0 256 16384 2147550720 68304962 173408 2 10 139264
is_linear=0
shrinkage=0.04


Tree=157
num_leaves=31
num_cat=12
split_feature=7 12 12 8 7 8 3 13 12 2 0 8 0 3 2 2 3 2 9 2 2 3 5 9 6 0 0 0 2 2
split_gain=3.40603 1.88378 1.417 2.50005 1.47522 1.43581 1.04572 1.1167 1.56945 1.22996 1.01161 1.48185 0.980373 0.943849 0.908544 0.947892 0.901183 1.2008 0.863442 1.25135 1.5969 0.795756 0.780006 0.763947 0.865375 1.37344 1.26206 0.752685 1.05528 0.71916
threshold=0 1 2 3 4 5 2010.5000000000002 6 7 169.50000000000003 10.500000000000002 8 35.600000000000009 2015.5000000000002 7.5000000000000009 2.5000000000000004 2012.5000000000002 39.500000000000007 9 53.500000000000007 19.500000000000004 2001.5000000000002 5.5000000000000009 10 11 47.250000000000007 40.250000000000007 40.250000000000007 64.500000000000014 69.500000000000014
decision_type=9 9 9 9 9 9 10 9 9 10 10 9 10 10 8 10 8 10 9 10 10 8 8 9 9 10 10 10 10 10
left_child=1 -1 10 22 12 -6 7 8 -7 14 -2 29 -5 -8 15 -9 -14 -18 27 20 -20 -10 -4 24 26 -26 -13 28 -16 -12
right_child=2 -3 3 4 5 6 13 9 21 -11 11 23 16 -15 18 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00012646665599053364 -0.00045654048054551312 -2.2468066625336291e-06 -0.00012488745136543855 -0.00032488516379409305 0.00019730375116367327 8.2809753253947348e-05 -0.0014029395800925215 -5.1100305529487854e-05 -0.0014729572093710886 0.0014575178705372594 -4.0435222917523109e-06 -0.00021681023438098636 0.0012871781261041093 -4.5323595193380584e-05 -9.9160307303627348e-05 0.00078942778776010421 -0.00056148549047868818 8.7242878034743399e-05 -0.00074966856511956333 -0.00079287756519981663 0.0011444627665917295 -0.00024074420084112093 -0.00044759391417912301 -0.00072018379987031983 -6.4898467021166085e-05 4.2074819410693463e-05 -0.0022572885911771581 0.00030878049043050028 0.00012005619172406057 0.00029270691966800657
leaf_weight=294 38 414 30 62 235 100 35 37 26 35 77 91 35 69 128 81 78 33 79 26 64 181 80 116 339 28 33 34 31 31
leaf_count=294 38 414 30 62 235 100 35 37 26 35 77 91 35 69 128 81 78 33 79 26 64 181 80 116 339 28 33 34 31 31
internal_value=-0.000734444 0.00166898 -0.00149799 -0.000765101 -0.000275362 0.000290102 -0.000426894 4.86027e-05 -0.0018239 0.00117871 -0.00290576 -0.00259777 -0.00328767 -0.00419048 0.000665281 0.00369748 -0.00163265 -0.00339286 -0.000330579 -0.00233333 -0.000972222 -0.00376147 -0.00628099 -0.00333333 -0.00250996 -0.00142857 -0.00533333 0.00147059 0.000375 0.00168067
internal_weight=2940 708 2232 1479 1369 1161 926 822 307 515 753 715 208 104 480 118 146 111 362 169 143 207 110 607 491 367 124 193 159 108
internal_count=2940 708 2232 1479 1369 1161 926 822 307 515 753 715 208 104 480 118 146 111 362 169 143 207 110 607 491 367 124 193 159 108
cat_boundaries=0 17 18 20 47 64 85 86 88 111 113 115 116
cat_threshold=268451841 0 0 8320 32 0 0 139264 67584 0 32800 2097408 0 268435456 0 32 128 68706 215072 32 0 4 4 0 2147483648 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 8192 0 0 0 8 0 16384 4 131074 16 1677721600 2048 0 0 0 0 0 32 0 128 0 0 0 0 16 16 0 0 0 0 1 0 0 0 0 0 4 10240 512 0 4096 0 0 0 0 384 12 8512 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20971520 0 2064 0 22660 130
is_linear=0
shrinkage=0.04


Tree=158
num_leaves=31
num_cat=11
split_feature=7 8 12 17 2 7 12 12 2 2 12 2 2 7 2 5 8 0 2 4 4 6 2 2 2 0 2 2 2 2
split_gain=2.91102 1.83823 1.66015 1.56455 1.63251 1.54253 1.4723 1.3772 1.11966 1.27759 0.937841 0.877931 0.969368 0.756798 1.55727 0.739426 0.704657 0.747955 1.93561 0.716293 0.740497 0.725614 0.823866 1.06162 0.765311 1.45803 1.3319 1.09462 1.46832 1.10968
threshold=0 1 2 3 75.500000000000014 4 5 6 129.50000000000003 50.500000000000007 7 510.50000000000006 10.500000000000002 8 29.500000000000004 1.5000000000000002 9 42.250000000000007 11.500000000000002 984745000.00000012 4850.0000000000009 10 12.500000000000002 104.50000000000001 49.500000000000007 39.07500000000001 65.500000000000014 15.500000000000002 23.500000000000004 11.500000000000002
decision_type=9 9 9 9 10 9 9 9 10 8 9 8 10 9 8 10 9 10 10 10 10 9 10 10 8 8 10 10 10 10
left_child=2 10 -1 4 15 6 11 -7 9 -8 -2 12 -5 -4 -15 -3 -9 19 -19 20 21 22 -18 -24 27 26 -26 29 -29 -23
right_child=1 3 13 5 -6 7 8 16 -10 -11 -12 -13 -14 14 -16 -17 17 18 -20 -21 -22 24 23 -25 25 -27 -28 28 -30 -31
leaf_value=-4.7450588537429893e-05 -0.00040810737769092498 -2.9943791422724076e-05 1.485729674108427e-05 -0.00077763004806740809 -0.0017856955584517921 2.7668065198867e-05 3.1795375557308604e-06 -0.00012465650360454105 0.00054883769905437422 -0.00096620473775871579 -9.940704484165508e-05 -0.001174601167358631 -0.00019567664570665499 8.7470796432072013e-05 0.002720040386761866 -0.00035389202687220235 6.6698168831891288e-05 7.7977106772486593e-05 -0.00047441634534955312 0.0021824365766391907 -0.00071053811094095925 2.4911901229813795e-05 -0.00074076159668095447 3.0505044610720235e-05 -0.0002923287437655375 0.0004852861281682053 6.9588026419609148e-06 0.00043421957557143287 1.1396950120925454e-05 -0.00047292281639712999
leaf_weight=103 107 99 113 28 44 271 84 265 47 49 121 39 97 82 69 28 199 116 68 36 25 198 151 37 73 64 75 80 149 59
leaf_count=103 107 99 113 28 44 271 84 265 47 49 121 39 97 82 69 28 199 116 68 36 25 198 151 37 73 64 75 80 149 59
internal_value=-0.00102116 -0.00148855 0.00227513 -0.00114548 -0.00472527 -0.000846466 -0.00326761 -0.000383591 -0.000628272 -0.00253731 -0.00485356 -0.00594286 -0.00460317 0.00392727 0.00580247 -0.00265625 -0.000834371 -0.000447427 -0.00281081 -6.97472e-05 -0.000252025 -9.2081e-05 -0.00145729 -0.00338624 0.00067701 -0.00131455 -0.00348993 0.00156057 0.00356522 -0.000232558
internal_weight=2976 2609 367 2381 171 2210 344 1866 180 133 228 164 125 264 151 127 1595 1330 184 1146 1110 1085 387 188 698 212 148 486 229 257
internal_count=2976 2609 367 2381 171 2210 344 1866 180 133 228 164 125 264 151 127 1595 1330 184 1146 1110 1085 387 188 698 212 148 486 229 257
cat_boundaries=0 17 47 49 50 68 69 71 72 89 116 117
cat_threshold=268435456 17 0 8324 0 134217730 4194304 8192 2048 16 32768 0 16 268435456 67108864 0 128 268435456 2048 0 0 73728 0 524288 0 0 0 0 0 0 1048576 0 0 0 0 0 2048 0 0 4194304 8 0 16384 64 0 524416 4096 17842208 34 2 2 160 67108864 526336 32 0 0 268435456 0 32 8224 256 0 0 0 32 16 128 67110210 84935680 2 122882 0 0 0 0 0 134217728 0 0 2048 0 32768 0 0 0 67108864 0 128 0 8 0 0 0 0 0 0 0 0 0 4 2048 0 0 0 0 0 4096 0 384 0 0 0 0 0 4 404
is_linear=0
shrinkage=0.04


Tree=159
num_leaves=31
num_cat=10
split_feature=8 2 9 12 8 8 2 3 2 3 13 2 9 5 13 2 12 1 2 9 2 2 2 2 2 2 2 1 2 2
split_gain=1.71363 1.34218 1.31082 0.980848 1.42462 1.1343 1.32313 1.1286 1.55366 1.4795 1.04189 1.56583 0.971497 1.72542 1.64488 1.23604 1.53001 1.19777 0.935457 0.823711 0.817932 1.05737 1.25265 1.28212 1.40978 1.21126 1.20417 1.03528 0.764382 0.73125
threshold=0 68.500000000000014 1 2 3 4 34.500000000000007 1988.5000000000002 44.500000000000007 2002.5000000000002 5 64.500000000000014 6 1.5000000000000002 7 4.5000000000000009 8 5.5000000000000009 4.5000000000000009 9 9.5000000000000018 898.00000000000011 176.00000000000003 75.500000000000014 41.500000000000007 19.500000000000004 103.50000000000001 5.5000000000000009 95.500000000000014 3.5000000000000004
decision_type=9 8 9 9 9 9 10 10 10 10 9 10 9 10 9 8 9 8 10 9 10 10 10 10 10 10 10 8 10 8
left_child=1 -1 -2 5 18 6 -4 12 9 -9 28 -12 15 14 -14 -7 -17 -18 -5 -6 27 22 23 24 25 -22 -25 29 -8 -21
right_child=2 -3 3 4 19 7 10 8 -10 -11 11 -13 13 -15 -16 16 17 -19 -20 20 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028812358702680287 0.0015881749661453171 -2.4085625264227419e-05 -1.0110547300783423e-05 -0.00012419101694167268 0.00029532156837092316 -0.00029618049972071961 -9.5091913411948779e-07 -0.0011077815305377925 3.4148513698042395e-05 -0.00021674862620606916 -0.0004305290459953426 -4.8360272924057314e-05 -0.00057151996695786527 0.00011026750009584419 2.5735088005092166e-05 -4.4503615960778121e-05 0.00057172070477420791 -6.6835873298423112e-05 4.7041862711338923e-05 0.00025736772920296856 6.397430106126478e-05 -0.00056466045386542878 0.001327728819660834 -0.0012360063930574939 0.0010875075651019372 -0.0001715401459631849 -4.0724069572419811e-05 3.9483233591113278e-05 -0.00015945142834638659 -0.00047127020061566327
leaf_weight=81 101 46 325 38 117 61 94 33 99 149 73 61 115 81 117 112 181 54 249 36 121 29 43 29 42 128 30 101 29 119
leaf_count=81 101 46 325 38 117 61 94 33 99 149 73 61 115 81 117 112 181 54 249 36 121 29 43 29 42 128 30 101 29 119
internal_value=-0.00071848 -0.00507246 -0.00049676 -0.000672394 0.000256176 -0.00130408 -0.00269815 -0.00047384 -0.00262411 -0.00480874 -0.00488372 -0.00717241 0.000360111 -0.0012963 -0.00309013 0.00162291 0.00258621 0.00430894 0.00261745 -0.000620347 -0.0011611 -9.45626e-05 0.000456853 -0.00034188 0.000753425 -0.0004 -0.00566667 -0.0029572 -0.00164179 -0.005
internal_weight=2894 127 2767 2666 1082 1584 582 1002 281 182 257 134 721 313 232 408 347 235 287 795 678 422 393 350 291 249 59 256 123 155
internal_count=2894 127 2767 2666 1082 1584 582 1002 281 182 257 134 721 313 232 408 347 235 287 795 678 422 393 350 291 249 59 256 123 155
cat_boundaries=0 30 32 34 57 80 81 83 84 86 88
cat_threshold=0 0 0 134217728 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 0 2048 0 0 4194304 8 0 0 4 0 0 4096 1073741824 128 18046978 32 0 2048 0 0 0 0 262144 0 0 0 0 131072 0 0 0 0 0 0 4096 0 256 0 16777216 16 0 0 0 0 0 262144 0 0 0 0 131072 8192 512 0 0 0 0 33554432 0 384 0 16777216 12 0 18480 12 16908288 32 257 16400
is_linear=0
shrinkage=0.04


Tree=160
num_leaves=31
num_cat=12
split_feature=7 8 12 7 4 8 12 4 3 12 4 8 3 11 5 0 3 4 0 3 0 5 4 6 0 0 12 4 12 4
split_gain=2.48153 1.9434 2.09674 2.5334 2.13617 1.53103 1.30191 1.27884 1.13374 1.11134 1.25491 1.23784 0.916628 0.908062 0.905152 0.873971 0.848803 0.998564 0.814709 0.782838 0.739759 0.714021 0.710437 0.690016 0.862756 0.675187 0.568388 0.554031 0.548309 1.38025
threshold=0 1 2 3 141.00000000000003 4 5 807475000.00000012 2020.5000000000002 6 8048725000.000001 7 2011.5000000000002 8 10.500000000000002 12.250000000000002 2009.5000000000002 7470085000.000001 18.500000000000004 2008.5000000000002 26.500000000000004 2.5000000000000004 6789.5000000000009 9 16.750000000000004 43.675000000000004 10 2188290000.0000005 11 4850.0000000000009
decision_type=9 9 9 9 10 9 9 8 10 9 8 9 10 9 8 8 10 8 10 10 10 8 8 9 10 10 9 8 9 8
left_child=7 6 4 16 15 27 12 -1 14 10 -9 -12 25 -11 22 -3 17 -4 -17 26 -8 -20 -7 24 -16 -2 -13 -5 -25 -30
right_child=1 2 3 5 -6 8 20 9 -10 13 11 19 -14 -15 23 18 -18 -19 21 -21 -22 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-0.00028916757533018259 -0.00015237821350556403 -0.00040357188577612392 0.0016347351839031887 0.0050011266140132802 -0.00078298598369677566 -0.0011305305531706012 0.00020379163688900805 0.0010110091314010816 -0.00094349669350989984 3.5258697381195245e-05 -1.224904222247858e-05 -0.00024701841504736421 -0.00097789846846630724 -6.7417707414243471e-05 1.3521477530389348e-05 3.7031496365855785e-05 -5.845684736449641e-06 5.4799205798516935e-05 0.00041187189646308298 -0.00068009841800254379 -3.740019814170381e-05 -3.594742894534875e-05 -0.00015573031999480236 0.00059173837281463199 -0.0001320045627522859 1.843961254380133e-05 -0.00022548745571448591 0.00063066230929450736 0.0019743149425018912 2.9816080042621709e-06
leaf_weight=87 178 36 34 26 55 28 43 25 27 121 150 114 25 166 93 93 40 169 27 26 90 267 102 126 97 31 149 81 35 395
leaf_count=87 178 36 34 26 55 28 43 25 27 121 150 114 25 166 93 93 40 169 27 26 90 267 102 126 97 31 149 81 35 395
internal_value=-0.00062649 0.000113798 0.000677382 0.00153481 -0.00155419 0.000626836 -0.00248677 -0.00244994 6.56455e-05 -0.00194149 -0.00311579 -0.00368182 -0.0042449 6.71141e-05 0.00031927 -0.000613208 0.00511811 0.00637255 -5.15464e-05 -0.00513333 0.000694444 -0.00108475 -0.00274809 0.00085676 -0.00119403 -0.00352381 -0.00462121 0.00491525 0.00155203 0.000816327
internal_weight=2936 2098 1731 1253 478 1010 367 838 903 751 464 439 234 287 876 423 243 203 387 289 133 294 130 746 190 209 263 107 556 430
internal_count=2936 2098 1731 1253 478 1010 367 838 903 751 464 439 234 287 876 423 243 203 387 289 133 294 130 746 190 209 263 107 556 430
cat_boundaries=0 18 48 49 63 82 83 85 108 111 112 114 116
cat_threshold=0 16 1678770176 526848 65538 2 33685504 805306368 0 134217776 40960 128 0 0 67108864 32 1073746048 384 16 4 4 0 0 0 262144 0 0 0 0 0 10240 0 0 0 0 0 33554432 0 128 0 0 8 0 16384 68 0 0 4096 1204512 268435456 129 0 4 0 0 0 8192 33622016 0 32 0 0 268435456 0 2048 0 0 0 1 0 0 0 0 0 0 0 512 0 4096 0 0 4096 108610 16861250 34 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 384 0 16777216 16388 0 524288 8 83968 32 16777280 32
is_linear=0
shrinkage=0.04


Tree=161
num_leaves=31
num_cat=16
split_feature=7 11 12 12 9 4 7 11 11 12 1 4 1 4 10 1 4 18 6 12 11 3 12 3 3 3 4 3 12 5
split_gain=2.26938 1.87674 1.47578 1.42384 1.29005 1.55327 1.1086 1.08449 1.05758 1.02768 0.954915 0.929107 0.705869 0.657691 0.642116 0.690898 0.570092 0.874059 0.555446 2.0209 0.823984 0.749666 0.744954 0.791251 0.628623 0.59884 0.471129 0.465403 0.463696 0.429691
threshold=0 1 2 3 4 215.00000000000003 5 6 7 8 5.5000000000000009 355.00000000000006 5.5000000000000009 6373145000.000001 9 2.5000000000000004 208770000.00000003 10 11 12 13 2008.5000000000002 14 2011.5000000000002 2018.5000000000002 1995.5000000000002 52809240000.000008 2004.5000000000002 15 3.5000000000000004
decision_type=9 9 9 9 9 10 9 9 9 9 10 8 8 8 9 10 10 9 9 9 9 10 9 8 10 10 8 10 9 8
left_child=3 -2 4 12 7 10 13 -3 29 -10 -6 -8 27 -4 16 -16 17 -13 19 22 -20 25 23 -19 -23 28 -15 -1 -22 -5
right_child=1 2 6 8 5 -7 11 -9 9 -11 -12 14 -14 26 15 -17 -18 18 20 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.3877097652753607e-05 -0.00012630739076627151 8.2132885247432351e-06 -6.5262704665087768e-05 -9.3859729255996177e-05 9.6060904267218923e-05 -0.00021848767304980755 0.0001446131630086711 -0.00036085884726254846 -5.332354326966993e-05 -1.571213139044403e-06 0.0006084479528911047 0.0015849371277778346 -0.00014876876519824835 0.0015425544741248843 0.00025169738790133068 -0.00050567842238763211 -0.00022463935515297352 -0.0011151930179609337 2.4212091699240545e-05 0.0013399631661879853 7.9550447632570363e-06 0.0010194669240481602 0.00034353019307012292 -1.7270391461288172e-05 -0.00044142355696806133 -0.0010635895336364599 0.00055017934148054342 8.8675206756221316e-05 -0.00015020487505054803 -0.00028819379826344971
leaf_weight=165 101 100 45 50 97 32 49 227 120 290 26 47 60 25 46 87 42 25 170 102 112 37 164 112 25 27 151 27 128 257
leaf_count=165 101 100 45 50 97 32 49 227 120 290 26 47 60 25 46 87 42 25 170 102 112 37 164 112 25 27 151 27 128 257
internal_value=-0.000570071 0.000211268 0.000508744 -0.00214286 -0.00137931 0.00156627 0.00116726 -0.00278107 -0.00304945 -0.0016152 0.00370968 0.000658784 0.000456274 0.0037069 0.000426667 -0.00208333 0.000778443 0.000989474 0.000708749 0.00178744 -0.000196078 -0.00135294 6.41026e-05 -0.00202703 0.00253968 -0.00231343 0.00497175 0.00165803 -0.00165975 -0.00484277
internal_weight=2946 1977 1876 969 482 155 1394 327 717 410 123 1173 252 221 1124 133 991 949 902 403 499 329 301 137 62 267 176 192 240 307
internal_count=2946 1977 1876 969 482 155 1394 327 717 410 123 1173 252 221 1124 133 991 949 902 403 499 329 301 137 62 267 176 192 240 307
cat_boundaries=0 18 20 22 24 26 43 45 47 48 49 50 51 52 53 54 56
cat_threshold=131072 268435584 571482112 788996 589826 2 33685504 272629760 65536 402653216 0 2097216 128 0 0 0 16 384 16384 2147484160 141632 2 1051744 2 0 10276 268435458 1 0 0 32 8192 0 0 33556480 0 8192 128 0 268435456 0 0 1073741824 32 1024 4 1024 16859136 288 4 340 67208194 32800 99328 1098752 32
is_linear=0
shrinkage=0.04


Tree=162
num_leaves=31
num_cat=15
split_feature=7 12 9 2 7 14 2 9 12 12 13 2 12 12 2 2 18 2 15 6 2 2 3 2 2 3 4 12 2 2
split_gain=3.02763 3.03919 2.76153 1.8317 1.73462 1.68141 1.37284 1.33631 1.42687 1.32518 1.21539 1.1652 1.6654 1.48578 1.17388 0.963358 0.928739 0.899214 0.848852 0.996982 0.827835 0.705863 0.84208 0.691313 2.09502 0.659835 0.657915 0.628294 1.19819 0.626809
threshold=0 1 2 24.500000000000004 3 4 80.500000000000014 5 6 7 8 12.500000000000002 9 10 14.500000000000002 15.500000000000002 11 6.5000000000000009 12 13 80.500000000000014 43.500000000000007 1988.5000000000002 69.500000000000014 25.500000000000004 2010.5000000000002 4850.0000000000009 14 27.500000000000004 79.500000000000014
decision_type=9 9 9 10 9 9 10 9 9 9 9 8 9 9 10 8 9 10 9 9 8 8 10 10 8 8 8 9 8 10
left_child=1 20 3 -3 10 6 -6 9 18 21 -2 12 -10 14 -13 -15 -4 -14 19 23 -1 22 -7 24 -9 -5 -20 28 -28 -16
right_child=4 2 16 25 5 7 -8 8 11 -11 -12 13 17 15 29 -17 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00017182196676643002 -0.00058723702824426739 -0.00014241302865350747 0.004410013465623806 0.00097200076278177513 0.0019239194384753945 0.00026483526593302999 -0.00030352812336065683 1.9456889129614296e-05 0.0007165724796951167 -0.00057607866201948355 -0.00017761699218063142 -0.00027666604633289185 -0.00014010269132377573 -0.00051717915387555996 1.7188464383579573e-05 -0.00017053697808897539 0.0001877577009304332 3.7356995958788273e-05 0.00045767114812193203 0.00032036434949311854 -0.00094983996074056172 0.0009190094658228532 -0.0013742747871584981 0.0012248365096712633 -0.00012242422059784985 6.2770359011814496e-05 -9.3976266747546329e-05 -0.00017363026433248052 0.00014172489739543438 -5.1190601538877448e-05
leaf_weight=86 126 122 38 37 56 42 46 84 158 147 229 25 109 49 246 390 187 84 27 131 26 42 30 26 37 112 63 100 45 62
leaf_count=86 126 122 38 37 56 42 46 84 158 147 229 25 109 49 246 390 187 84 27 131 26 42 30 26 37 112 63 100 45 62
internal_value=-0.000688491 0.00180937 0.00315582 0.00035461 -0.00133615 -0.000865672 0.00389381 -0.00114256 -0.000704311 -0.00375 -0.00387978 -0.00149912 0.000397727 -0.00238034 -0.000290698 -0.00386667 0.00635593 -0.00205882 0.00103053 0.00249135 -0.00390244 -0.00032 -0.00273973 0.000126582 -0.00114754 0.00333333 -0.000731707 -0.0015311 0.000672269 0.00038835
internal_weight=2962 608 496 271 2354 1999 102 1897 1636 261 355 1123 351 772 333 439 225 193 513 278 112 114 72 147 121 149 235 208 108 308
internal_count=2962 608 496 271 2354 1999 102 1897 1636 261 355 1123 351 772 333 439 225 193 513 278 112 114 72 147 121 149 235 208 108 308
cat_boundaries=0 18 19 21 39 40 42 44 45 46 48 49 50 51 52 53
cat_threshold=268582914 268435585 67108864 2097664 32 0 0 8192 33619968 32 40960 0 67108864 268435456 67108864 0 1073741824 128 84951296 0 10240 1 0 1644167168 526336 0 134217794 0 272629760 0 268435472 32 128 128 0 0 32 4096 256 129 0 8228 1090624 2 1048930 12 2 32 16861440 4 67108864 152 32832
is_linear=0
shrinkage=0.04


Tree=163
num_leaves=31
num_cat=15
split_feature=7 8 7 0 13 3 1 3 15 7 0 14 0 6 9 9 3 11 6 7 0 1 13 0 1 0 11 3 3 0
split_gain=2.96813 3.08548 1.80688 1.46439 0.995657 0.979359 1.07805 0.965101 1.1242 0.873748 1.16699 0.762714 0.825018 0.916922 1.02088 0.792719 1.31979 0.705186 0.845689 0.730332 0.70452 0.689392 0.677561 0.91843 0.778079 0.663588 0.631382 0.507909 0.55366 0.46768
threshold=0 1 2 40.250000000000007 3 1999.5000000000002 5.5000000000000009 2013.5000000000002 4 5 44.07500000000001 6 40.675000000000004 7 8 9 2010.5000000000002 10 11 12 43.675000000000004 5.5000000000000009 13 35.250000000000007 4.5000000000000009 16.750000000000004 14 2004.5000000000002 2015.5000000000002 26.500000000000004
decision_type=9 9 9 10 9 10 10 10 9 9 10 9 10 9 9 9 10 9 9 9 10 8 9 8 10 10 9 8 8 10
left_child=3 4 25 5 7 6 -1 8 -2 -6 26 -4 13 15 -15 16 -13 18 19 -10 -14 -5 27 -24 -25 -3 -11 -16 -29 -27
right_child=1 2 11 21 9 -7 -8 -9 17 10 -12 12 20 14 22 -17 -18 -19 -20 -21 -22 -23 23 24 -26 29 -28 28 -30 -31
leaf_value=6.5608756120809627e-05 -0.00010668772396414283 -0.00011104979029099127 5.6946274547371443e-05 -0.00062809051525249517 3.6351842917028424e-05 0.003056088731460065 0.00026404229032234383 0.0013243579737065403 2.3092665446036167e-05 8.6670301228188859e-05 6.6025430175074007e-05 1.183229192829316e-05 -0.0022180008112427175 0.00017764765097531666 -2.6712574654865764e-05 0.0008661117950307329 -0.0008216903457608282 -0.00010450036248606409 0.00024545281565757193 -1.69646935822243e-05 -0.00013472862309946265 0.00017958505209918487 -0.00079288855262610986 -0.00036369603240792969 0.00036191038613655026 -0.00033294825701645435 -6.9441840552286751e-05 -0.00072857990286372858 -0.00023839710301125195 -0.00022068251301835318
leaf_weight=108 133 60 103 25 123 37 30 39 108 112 33 218 43 101 67 101 37 119 127 181 193 27 27 40 40 44 151 41 266 222
leaf_count=108 133 60 103 25 123 37 30 39 108 112 33 218 43 101 67 101 37 119 127 181 193 27 27 40 40 44 151 41 266 222
internal_value=-0.000852215 -0.00121898 -0.00234201 0.00344538 0.000386983 0.00534091 0.00374101 -0.000529248 -0.000896861 0.00190698 0.000651466 -0.00163043 -0.00192405 -0.00140575 -0.00236088 0.000217984 -0.000977444 -3.663e-05 0.000749415 -0.000466667 -0.00405063 -0.00226415 -0.00313008 -0.000169492 0.00197531 -0.00498516 -0.000227273 -0.00394805 -0.00474026 -0.00599251
internal_weight=2956 2729 1603 227 1126 175 138 707 668 419 296 1277 1174 938 582 356 255 535 416 289 236 52 481 107 80 326 263 374 307 266
internal_count=2956 2729 1603 227 1126 175 138 707 668 419 296 1277 1174 938 582 356 255 535 416 289 236 52 481 107 80 326 263 374 307 266
cat_boundaries=0 17 46 63 64 65 82 83 84 86 88 90 91 98 99 100
cat_threshold=268435457 129 0 8192 0 2048 0 8192 0 0 32 256 0 0 0 32 1073741824 268435472 6 0 0 2147549184 0 262144 0 0 32768 0 133120 8192 1024 0 4096 0 0 4096 8192 256 0 20971520 0 0 268435456 0 0 524288 0 0 8192 2052 0 134217728 131072 131072 67584 32 0 0 0 0 0 0 128 10 2148532224 0 0 0 4 0 0 0 537001984 0 0 0 0 0 0 0 0 4096 144 194 0 24704 0 22560 32804 2147483648 10 131072 0 0 0 0 0 131072 6 4
is_linear=0
shrinkage=0.04


Tree=164
num_leaves=31
num_cat=11
split_feature=7 8 7 0 12 9 4 4 15 2 0 8 12 12 2 11 2 2 2 2 2 2 4 2 0 9 2 4 2 0
split_gain=2.69898 2.25794 1.55524 1.38233 1.3529 1.87188 1.76707 1.13215 1.10219 1.18498 1.93446 1.05624 0.987136 0.944639 0.860395 1.00192 0.922053 0.905454 2.51105 2.0811 1.23907 0.76862 0.716388 0.713005 0.699058 0.752082 0.652958 0.61296 0.6064 0.570901
threshold=0 1 2 42.250000000000007 3 4 390.00000000000006 4350.0000000000009 5 1.5000000000000002 35.850000000000009 6 7 8 5.5000000000000009 9 12.500000000000002 85.500000000000014 103.50000000000001 55.500000000000007 231.50000000000003 283.00000000000006 313.50000000000006 26.500000000000004 44.07500000000001 10 14.500000000000002 27174645000.000004 10.500000000000002 16.750000000000004
decision_type=9 9 9 10 9 9 10 8 9 10 10 9 9 9 8 9 10 8 8 10 8 8 8 10 10 9 10 8 10 10
left_child=8 12 13 4 6 11 14 -7 -1 -10 -11 -6 -2 -3 -4 16 -16 19 -19 23 -20 -14 -13 -17 -5 -26 -12 -28 -15 -25
right_child=1 2 3 24 5 7 -8 -9 9 10 26 22 21 28 15 17 -18 18 20 -21 -22 -23 -24 29 25 -27 27 -29 -30 -31
leaf_value=-0.00029121947013727834 4.0803163659930418e-05 5.753025872223816e-07 5.2418815691126499e-05 -0.0011035273933257628 -0.00010903839988557707 0.0042127663794657624 -0.0010235074951977906 0.00058200245852276563 -0.00067059944122185302 0.0011898694249756403 -0.00083041283773397365 -0.00052660962185989034 0.00055821495514749128 0.00029373101008708604 -0.00018797695973262309 2.5944860297961725e-05 -8.4679579717814585e-05 -0.00050179750750181998 0.00012891264477367769 3.2146510071129343e-05 -0.00015028434000015524 0.0011215665891266724 1.4127854508600991e-05 -0.00031669378205830158 3.87268531433449e-06 -0.00014665113767925675 -0.00055356340104992794 0.0015954245511888131 0.00087062504034292939 1.0441606095277224e-05
leaf_weight=255 113 112 92 47 133 26 32 150 64 29 48 31 69 32 46 116 145 25 25 45 43 36 791 58 110 108 30 28 70 42
leaf_count=255 113 112 92 47 133 26 32 150 64 29 48 31 69 32 46 116 145 25 25 45 43 36 791 58 110 108 30 28 70 42
internal_value=-0.000643631 -0.000119617 -0.000497817 -0.00083815 -0.000444198 0.000402802 -0.00185294 0.00406417 -0.00344086 -0.00104762 0.00102941 -0.000310559 0.00366812 0.00266667 -0.00141066 -0.00201465 -0.00425743 -0.000657534 -0.00404255 0.000534351 0 0.00637931 0.000240096 -0.00110599 -0.00353383 -0.00255708 -0.00149533 0.00135593 0.00530973 -0.00356436
internal_weight=2951 2497 2279 2065 1800 1131 669 176 454 199 135 955 218 214 637 545 191 354 93 261 68 105 822 216 265 218 106 58 102 100
internal_count=2951 2497 2279 2065 1800 1131 669 176 454 199 135 955 218 214 637 545 191 354 93 261 68 105 822 216 265 218 106 58 102 100
cat_boundaries=0 18 41 58 60 62 63 87 89 91 93 95
cat_threshold=16386 32 1644175360 788480 2 134217792 0 805306368 33554432 536870912 32768 128 16 0 67108864 32 1073741824 384 1342177280 2048 0 0 0 1 0 2147483648 0 0 0 2048 0 0 0 4096 0 0 0 10240 0 0 4194304 1 129 0 0 0 8194 0 8192 0 8192 8192 256 0 0 0 0 16 16933920 32 0 22548 2214592512 0 0 0 0 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 0 0 128 0 0 8 74754 32 17826114 32 4 2147484672 0 18432
is_linear=0
shrinkage=0.04


Tree=165
num_leaves=31
num_cat=11
split_feature=8 12 2 3 8 3 6 0 12 14 9 12 4 2 2 4 15 0 2 0 2 9 13 2 2 2 2 0 2 0
split_gain=1.79381 1.63463 1.52818 1.42857 1.40107 1.38521 1.42805 1.64613 1.0906 2.09967 1.22572 1.39516 1.16024 1.06516 0.918822 1.1945 0.912194 1.02072 0.898989 0.890694 1.02495 1.01597 0.767691 0.780096 0.74267 0.738118 0.728138 0.724674 0.717525 0.945181
threshold=0 1 416.00000000000006 2019.5000000000002 2 2019.5000000000002 3 40.250000000000007 4 5 6 7 345.00000000000006 224.50000000000003 38.500000000000007 680725000.00000012 8 22.250000000000004 9.5000000000000018 40.250000000000007 15.500000000000002 9 10 71.500000000000014 9.5000000000000018 10.500000000000002 18.500000000000004 44.07500000000001 2.5000000000000004 40.675000000000004
decision_type=9 9 8 8 9 8 9 10 9 9 9 9 10 10 10 10 9 8 8 10 8 9 9 8 10 8 10 10 8 10
left_child=1 2 3 -1 14 6 7 -2 12 -10 11 18 22 16 15 -5 17 -3 -11 21 -21 26 23 -7 -19 -18 -13 -27 -12 -30
right_child=5 13 -4 4 -6 8 -8 -9 9 10 28 19 -14 -15 -16 -17 25 24 -20 20 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.00023590822761931918 3.357239833569281e-05 0.0017408719380727434 0.00043130205292833072 -0.00080006523357646132 7.8896017984924068e-05 -0.00010945178636681874 0.00026788060322218142 -0.00053175334136270182 -0.00038216239805962006 0.0014775042521005944 4.2935028712633997e-05 -0.00039232355199366966 -0.00092211010052693613 -0.00021551407201279461 -0.0017089044773412354 0.0014773030749419291 -0.00049774231092726497 0.00010392655678657547 1.63816107399839e-05 -7.4198838971994982e-05 -0.00087480383298178311 0.00017756982727902936 2.0246379515498347e-06 1.1281792405242186e-05 -7.4761780053513859e-05 -0.00021363346035364829 -5.8741495143088686e-05 -0.00042657000239699984 2.4381584732964257e-05 -0.00014979187742504509
leaf_weight=63 213 35 86 61 150 214 186 27 105 34 55 60 42 33 29 25 48 31 90 33 31 110 257 40 54 117 52 34 528 85
leaf_count=63 213 35 86 61 150 214 186 27 105 34 55 60 42 33 29 25 48 31 90 33 31 110 257 40 54 117 52 34 528 85
internal_value=-0.00066917 -0.0023166 -0.000564706 -0.00182371 -0.000526316 -7.36309e-05 0.00196721 -0.000159363 -0.000575705 0.000117253 0.000661157 -0.00104513 -0.00202128 -0.00429752 -0.00365079 -0.00183908 -0.0036875 -0.000610687 0.00237037 -0.00255892 -0.00676923 -0.00143498 -0.00152344 -0.00301887 -0.00302326 -0.0052381 -0.00390244 -0.00407895 0.00170839 0.0013355
internal_weight=2928 766 414 328 265 2162 426 240 1736 1183 1078 410 553 352 115 86 319 120 124 286 64 222 511 254 85 199 112 151 668 613
internal_count=2928 766 414 328 265 2162 426 240 1736 1183 1078 410 553 352 115 86 319 120 124 286 64 222 511 254 85 199 112 151 668 613
cat_boundaries=0 30 32 61 62 64 65 67 68 69 71 72
cat_threshold=1342177280 12 0 134217728 65536 1 0 0 0 0 0 131076 0 512 0 4096 0 0 33554432 0 128 0 4194304 8 0 49152 4 0 524288 12288 17967106 34 0 0 0 0 0 0 0 0 0 0 0 131076 0 512 0 4096 0 0 0 0 0 0 0 0 0 0 0 0 524288 212 16925952 34 131089 1 20516 68223008 69206016 0 16388 2
is_linear=0
shrinkage=0.04


Tree=166
num_leaves=31
num_cat=9
split_feature=7 11 8 12 7 4 2 3 2 2 2 12 2 2 3 2 0 4 2 0 1 2 2 12 8 0 0 0 2 7
split_gain=2.84622 1.8121 1.72993 1.68525 1.55291 1.81788 1.4474 1.40325 1.17585 1.34848 0.914436 1.00067 1.65782 1.19635 0.855385 1.85837 1.05249 1.00771 0.833519 0.806373 0.799234 1.16174 1.15699 0.710822 1.50816 1.16006 1.05218 1.19167 0.95777 0.918849
threshold=0 1 2 3 4 25409110000.000004 416.00000000000006 1980.5000000000002 89.500000000000014 26.500000000000004 6.5000000000000009 5 25.500000000000004 44.500000000000007 2015.5000000000002 29.500000000000004 39.07500000000001 101.00000000000001 86.500000000000014 32.500000000000007 3.5000000000000004 5.5000000000000009 11.500000000000002 6 7 46.250000000000007 30.500000000000004 37.250000000000007 15.500000000000002 8
decision_type=9 9 9 9 9 10 10 10 10 10 8 9 10 10 10 10 10 8 10 10 10 8 10 9 9 10 8 10 10 9
left_child=3 10 -3 7 8 6 14 -1 9 19 -2 12 -12 -13 17 16 -16 -6 -14 -4 -5 -22 -23 26 -25 29 28 -28 -19 -26
right_child=1 2 4 20 5 -7 -8 -9 -10 -11 11 13 18 -15 15 -17 -18 23 -20 -21 21 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=7.4299503199881655e-06 -0.00095821015521792676 0.00020367673290188292 1.1554709271770492e-05 -7.5156657022148462e-05 0.0016296416925254676 -0.00057665008797876279 0.0030130412993038648 -0.00028106230912449347 -0.00075690264691800739 0.00028051394989041966 0.00049070636223408576 -0.00076271338809078774 -0.00075044557106416219 -2.0975594002052845e-05 -0.00013675418783392956 0.0029436777119355283 0.00082076666998162292 -0.0005467241263141531 3.0023304263195883e-05 -0.00058999481953190267 0.00018743008980351305 -7.295949247357214e-05 5.1846740534955417e-05 -0.00022356731505233541 0.00048307127395183616 -0.00021349094318559025 0.00024693850460501211 -0.00013540283183374413 -5.2917663572600305e-05 -5.7848032402674218e-06
leaf_weight=271 35 107 42 51 25 27 38 50 41 46 42 59 33 41 25 26 73 34 25 184 32 29 176 120 110 83 25 189 72 832
leaf_count=271 35 107 42 51 25 27 38 50 41 46 42 59 33 41 25 26 73 34 25 184 32 29 176 120 110 83 25 189 72 832
internal_value=-0.000577446 -0.00121109 -0.000824645 0.00183871 -0.00109835 -0.00060355 -0.000435572 -0.000180723 -0.00364198 -0.00278388 -0.00447154 -0.00358209 -0.00036036 -0.00612613 -0.000619195 0.00256 0 -0.000885312 -0.00474576 -0.00405286 0.00401338 0.00512605 0.00398058 -0.00102319 -0.000536332 -1.9305e-05 -0.00265861 -0.00111628 -0.00598131 0.00038176
internal_weight=2943 2334 2099 609 1992 1679 1652 321 313 272 235 200 100 100 1614 124 98 1490 58 226 288 237 205 1465 1145 1025 320 214 106 942
internal_count=2943 2334 2099 609 1992 1679 1652 321 313 272 235 200 100 100 1614 124 98 1490 58 226 288 237 205 1465 1145 1025 320 214 106 942
cat_boundaries=0 17 19 48 50 63 64 65 85 102
cat_threshold=268435456 16 1140850688 2097664 0 8192 0 268574720 2048 0 32800 0 128 0 0 0 1073741840 16386 590848 0 0 0 0 0 0 0 0 1 32768 0 0 8192 0 0 0 0 0 0 0 256 0 0 0 0 0 0 0 524288 67135808 34 0 128 537927680 526336 524288 134217730 33554432 536870912 33554432 134225936 0 128 268435472 1114210 68173920 0 2048 0 0 0 0 0 0 0 0 0 4 2048 0 0 0 0 0 4096 8192 131074 1 0 0 0 0 0 0 0 32 0 0 0 268435456 0 0 4096
is_linear=0
shrinkage=0.04


Tree=167
num_leaves=31
num_cat=11
split_feature=7 2 8 8 7 12 2 0 9 6 12 12 1 2 2 2 4 0 2 2 0 2 2 15 2 1 12 1 2 2
split_gain=3.93549 2.2004 2.14112 1.46743 1.86147 1.8079 1.88459 1.62193 1.45694 1.38313 1.61519 1.61474 1.33439 1.30725 1.16837 1.15689 1.12282 1.20243 1.00951 1.00082 1.38729 2.2805 0.918083 2.27251 1.06144 1.05946 0.948246 0.752315 0.743956 0.725862
threshold=0 111.00000000000001 1 2 3 4 64.500000000000014 42.250000000000007 5 6 7 8 5.5000000000000009 10.500000000000002 12.500000000000002 29.500000000000004 10510.500000000002 42.710000000000008 25.500000000000004 72.500000000000014 22.750000000000004 39.500000000000007 44.500000000000007 9 111.00000000000001 2.5000000000000004 10 5.5000000000000009 6.5000000000000009 12.500000000000002
decision_type=9 10 9 9 9 9 8 10 9 9 9 9 8 10 8 10 8 10 10 8 10 10 8 9 8 10 9 10 10 10
left_child=1 16 28 12 5 6 -5 9 -9 11 -11 14 -4 -13 -6 -16 -1 -18 -15 20 21 27 25 24 -24 -12 -27 -7 -2 -14
right_child=2 -3 3 4 7 19 -8 8 -10 10 22 13 29 18 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00090715370865673611 -0.00071739183346842595 -0.0011457319941393961 0.00019494917206600349 6.5037833045842317e-05 0.0011162680214246024 2.3237794680568415e-05 -4.2188836200551805e-05 5.3059325470172777e-07 -0.0004229209984037752 -0.00019388256770593417 0.0013221976721381878 0.0024007453174707651 -0.00046888992588812073 -0.00016880518439570835 -0.00097581284022286497 -8.2672501259395398e-06 -7.4160454001983572e-05 -0.00049470425412003751 0.0017561058948811592 0.001973306209369845 -0.00082713254194658251 -0.00024912450180544001 3.9447346811307683e-05 -8.4427953229209159e-05 0.0014850565333919975 3.6622574627642737e-06 -0.00013409462078975309 7.908019036648284e-05 -0.0001020590889092432 0.00011162635299328372
leaf_weight=34 28 31 221 166 34 49 47 110 136 304 27 128 28 105 38 39 295 60 111 34 53 49 64 155 46 239 168 26 93 29
leaf_count=34 28 31 221 166 34 49 47 110 136 304 27 128 28 105 38 39 295 60 111 34 53 49 64 155 46 239 168 26 93 29
internal_value=-0.000644505 -0.00417633 -3.94011e-05 0.000231692 -0.000130902 0.0022069 0.00473214 -0.000723032 -0.0037247 -0.000219328 -0.00104536 0.00158798 0.00290657 0.00292958 -0.00245902 -0.00538462 -0.0034359 -0.00275281 0.00110599 -0.00045045 -0.00168539 0.00064 2.8169e-05 0.0018797 0.00595041 -0.00110345 -0.00161765 0.005 -0.005 -0.00241379
internal_weight=2947 420 2527 2406 2128 424 213 1704 246 1458 1003 455 278 344 111 77 389 355 216 211 177 124 699 265 110 434 407 75 121 57
internal_count=2947 420 2527 2406 2128 424 213 1704 246 1458 1003 455 278 344 111 77 389 355 216 211 177 124 699 265 110 434 407 75 121 57
cat_boundaries=0 18 48 74 85 86 88 89 90 92 93 95
cat_threshold=2 0 1644167168 2623488 2 66 0 805306368 0 268443648 32 128 268435472 0 0 32 1073741824 384 0 0 0 0 0 0 0 0 0 0 0 0 2112 0 0 0 0 0 0 0 0 0 0 8 0 49152 4 0 0 8192 1073741824 0 0 0 2147483648 1 0 0 0 0 0 2052 0 0 0 0 0 0 0 8192 256 0 4194304 0 0 268435456 268566529 1 0 512 0 0 0 131072 33554432 134217776 8192 17006690 0 18432 194 67281984 16926752 32 67108864 1050658 32
is_linear=0
shrinkage=0.04


Tree=168
num_leaves=31
num_cat=11
split_feature=8 12 17 8 12 4 4 6 0 8 3 4 0 3 0 4 1 6 0 12 3 13 0 3 1 3 12 0 0 0
split_gain=2.555 2.38617 1.32545 1.37675 1.42489 1.85214 1.84462 0.913706 1.21642 0.907283 0.907001 0.852991 0.840971 0.736733 0.993654 0.594804 0.836902 0.571599 0.978388 2.0678 0.822814 0.756204 0.750254 0.728821 0.5665 0.68099 0.550639 0.801206 0.526428 0.513431
threshold=0 1 2 3 4 775.00000000000011 93035.500000000015 5 10.500000000000002 6 1992.5000000000002 16829230000.000002 36.400000000000006 1993.5000000000002 33.175000000000004 6186315000.000001 5.5000000000000009 7 21.500000000000004 8 1997.5000000000002 9 35.250000000000007 2004.5000000000002 5.5000000000000009 2013.5000000000002 10 15.500000000000002 42.250000000000007 36.900000000000006
decision_type=9 9 9 9 9 10 10 9 10 9 10 10 10 10 10 8 8 9 10 9 10 9 10 10 8 10 9 10 10 10
left_child=1 15 10 -4 5 7 17 8 -5 11 12 -3 -2 14 -11 -1 -17 18 26 22 29 23 -20 -19 25 28 27 -6 -24 -21
right_child=2 9 3 4 6 -7 -8 -9 -10 13 -12 -13 -14 -15 -16 16 -18 21 19 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00048136957321119665 -0.0002579023609905562 0.00019460840784198298 0.00010597623305191207 -0.00029883975061398619 -6.4669515694539833e-05 0.0023973997975159024 -0.00034101636959903202 -0.00015817090092031804 4.5066528434674069e-05 4.1185577711573275e-05 -0.00056230771562383098 -0.00061616289550091351 5.435359432652831e-06 -0.00051461475904449831 -0.00027236082029205024 -0.00018333632128992862 -6.334342181098407e-05 5.5212838089886416e-05 -0.00047328392209443847 -0.00015164698324863224 -6.0395041832350669e-06 0.00023206638241603629 0.00038661228838545727 -0.00056413005459177157 0.001694660261807499 -0.00022118623285997786 1.7187572395052085e-05 2.1559717600396766e-05 -0.00065272864021583389 -0.00093912848399028807
leaf_weight=29 46 224 144 60 78 29 38 176 459 25 61 26 161 40 99 157 57 95 31 40 41 219 150 47 43 26 174 26 30 107
leaf_count=29 46 224 144 60 78 29 38 176 459 25 61 26 161 40 99 157 57 95 31 40 41 219 150 47 43 26 174 26 30 107
internal_value=-0.000489963 -0.00266467 0.000148342 0.000503953 0.000202128 0.00157823 -0.00067474 0.00117816 0.002 -0.000752941 -0.00243728 0.000766284 -0.00125 -0.00297143 -0.0016 -0.00574803 -0.0052093 -0.000379061 -0.00100396 -0.0021322 -0.00522613 0.000913978 0.000137457 -0.00130719 0.00088 0 0.000860215 -0.0013913 0.000883978 -0.00689189
internal_weight=2938 657 2281 2013 1869 724 1145 695 519 414 268 250 207 164 124 243 214 1107 746 468 188 361 280 142 249 206 278 104 180 147
internal_count=2938 657 2281 2013 1869 724 1145 695 519 414 268 250 207 164 124 243 214 1107 746 468 188 361 280 142 249 206 278 104 180 147
cat_boundaries=0 30 31 32 52 54 55 81 82 83 84 85
cat_threshold=2415919104 0 0 0 0 0 0 2147483648 0 0 0 0 2048 1049088 0 4096 0 0 33558528 2050 2147483776 0 4194304 8 0 1073758208 0 0 524288 4096 67217664 7 16 8 0 0 2147483648 0 0 0 1 0 0 4 0 0 0 0 0 0 0 8192 116736 34 394 0 0 0 0 0 0 0 2147483648 0 0 0 0 2048 512 0 4096 0 0 0 0 128 0 0 0 0 16384 394 67109186 2 83886338
is_linear=0
shrinkage=0.04


Tree=169
num_leaves=31
num_cat=9
split_feature=7 7 2 12 2 0 14 9 12 12 2 3 2 11 2 2 2 12 0 2 2 2 0 0 0 2 2 0 2 2
split_gain=3.63982 2.36416 2.18311 1.76916 1.46865 1.24438 0.95811 1.05363 1.85465 1.24456 1.53997 1.31457 1.3466 1.08105 0.980992 2.93521 1.52518 1.61583 1.16822 0.884432 1.14884 0.84377 0.778508 0.771645 0.74964 0.854016 0.742821 0.719227 0.720707 1.25687
threshold=0 1 70.500000000000014 2 1269.0000000000002 44.07500000000001 3 4 5 6 24.500000000000004 2006.5000000000002 4.5000000000000009 7 11.500000000000002 8.5000000000000018 50.500000000000007 8 38.20000000000001 30.500000000000004 21.500000000000004 8.5000000000000018 27.250000000000004 39.07500000000001 18.500000000000004 53.500000000000007 26.500000000000004 33.175000000000004 59.500000000000007 13.500000000000002
decision_type=9 9 10 9 10 10 9 9 9 9 10 10 8 9 8 10 8 9 10 10 10 10 10 10 10 10 10 10 10 10
left_child=2 3 19 5 6 -2 7 8 21 10 -9 12 -11 27 15 -8 18 -18 -16 20 -1 -3 24 -13 25 -5 -23 -14 29 -29
right_child=1 4 -4 22 -6 -7 14 9 -10 11 -12 23 13 -15 16 -17 17 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013945376360378959 -0.00030216428323349477 0.0014815097570562586 -0.00013271541225236659 2.5552786128386629e-05 0.00019246341987791738 0.00023105342928595007 -8.0476966558506999e-05 3.1050314144316364e-05 -0.00017364924373389101 -2.5956402233333619e-05 -0.00011597916467913194 -0.0001038376909114902 -8.6415568441680084e-05 4.8695144869554951e-05 -0.00016613276702564405 0.0023015038056152549 -0.00058757993694996463 0.00025555584987284162 -0.0012868226618158473 0.0026715858850039353 -0.00047909831939414006 -0.00018159631395874953 -9.3047623952919882e-05 -3.6543068342851369e-05 0.0012730332101402908 -5.0358757640935891e-05 0.0002861395433003011 0.0017132633940686759 0.0016037313115827702 -0.00010099593954883801
leaf_weight=91 226 37 45 62 36 27 57 398 204 77 273 25 25 281 65 25 115 166 60 41 27 49 184 65 28 40 46 49 34 71
leaf_count=91 226 37 45 62 36 27 57 398 204 77 273 25 25 281 65 25 115 166 60 41 27 49 184 65 28 40 46 49 34 71
internal_value=-0.000552901 -0.000942982 0.00446512 -0.00321799 -0.00033195 -0.00568182 -0.000471032 0 -0.00195965 0.000519481 -0.000674487 0.00178683 0.00256506 0.00338395 -0.00200401 0.00192771 -0.00285012 -0.00120567 -0.00650794 0.006875 0.00504202 0.00167832 -0.00110769 -0.00263736 0.00122137 -0.00038835 -0.000208333 0.000736842 0.00180645 0.000330579
internal_weight=2929 2725 204 567 2158 253 2122 1634 336 1298 671 627 537 460 488 82 406 281 125 159 118 132 314 90 130 102 95 179 154 120
internal_count=2929 2725 204 567 2158 253 2122 1634 336 1298 671 627 537 460 488 82 406 281 125 159 118 132 314 90 130 102 95 179 154 120
cat_boundaries=0 14 32 33 34 36 37 39 40 42
cat_threshold=268451840 17 0 2105344 0 134225922 0 8192 0 134217728 8192 0 16 268435456 131072 0 1141907456 786436 2 64 0 0 65536 268435488 0 2097152 0 0 0 0 1073741968 896 85067874 8320 257 52 1048866 68321538 32 4 65888 32
is_linear=0
shrinkage=0.04


Tree=170
num_leaves=31
num_cat=8
split_feature=8 8 2 0 2 9 0 2 4 12 12 2 0 2 6 4 5 12 0 0 12 2 2 2 2 0 2 2 2 2
split_gain=2.1825 1.59236 1.38252 0.874872 0.856867 1.45101 1.79302 1.76908 2.41872 2.34929 1.16694 1.31561 1.71626 1.19713 1.16973 1.13125 0.933599 0.998041 1.40241 0.931651 1.84885 0.954926 0.916319 0.868127 0.854921 1.6109 0.832501 0.883949 1.31163 1.13492
threshold=0 1 85.500000000000014 32.500000000000007 50.500000000000007 2 16.750000000000004 9.5000000000000018 8048725000.000001 3 4 10.500000000000002 29.500000000000004 2.5000000000000004 5 9736.0000000000018 4.5000000000000009 6 12.250000000000002 37.750000000000007 7 3.5000000000000004 103.50000000000001 25.500000000000004 4.5000000000000009 40.675000000000004 35.500000000000007 24.500000000000004 15.500000000000002 13.500000000000002
decision_type=9 9 8 10 10 9 10 10 8 9 9 10 10 10 9 10 8 9 10 10 9 10 10 8 10 10 10 10 10 10
left_child=2 -2 3 -1 5 6 -3 9 -9 24 15 12 13 -12 -13 19 -6 22 -19 20 21 -7 -18 -22 25 -8 27 28 29 -21
right_child=1 4 -4 -5 16 10 7 8 -10 -11 11 14 -14 -15 -16 -17 17 18 -20 26 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00029018530716296454 0.00055719835900546854 0.00010205869674255297 6.4319279499400748e-05 -0.00034198089890630001 -0.00020829413918676209 -0.00013873814603201139 -0.0017185136569738901 0.00095711472860919859 -0.00090742220208888118 0.00052596615584207026 4.0341670957602106e-05 -1.1531780985336582e-05 -0.00030975813216890916 -5.266678979811701e-05 0.00028725528950829471 -0.00030629816346685603 -0.00040047922604358633 -0.00032623369000766899 7.0124784232561415e-06 0.00038192461503467001 9.0838262765657869e-06 0.00048502430101073914 -1.7513637818495908e-05 -0.00030873128243904093 1.4854856977706277e-05 0.00036261120996513798 0.0014728257685272439 -0.00031007793350376292 0.0020261526841080981 -0.001762377175157468
leaf_weight=32 101 50 65 237 57 27 48 29 228 157 29 193 177 28 148 52 61 29 412 224 84 94 43 77 33 27 32 45 48 27
leaf_count=32 101 50 65 237 57 27 48 29 228 157 29 193 177 28 148 52 61 29 412 224 84 94 43 77 33 27 32 45 48 27
internal_value=-0.000607945 -0.000202256 -0.0035942 -0.00496296 -0.000412955 1.07643e-05 -0.00164666 -0.00237094 -0.00472868 -7.5188e-05 0.000756173 -0.000580205 -0.00289362 0.00310345 0.000994152 0.00183079 -0.00172471 -0.00120879 -0.000309735 0.00230653 0.000565371 0.00409091 -0.00452174 -0.0022093 -0.00436975 -0.00710526 0.00360743 0.00301449 0.0038 0.00261905
internal_weight=2894 2560 334 269 2459 1857 572 522 257 265 1285 575 234 57 341 710 602 545 441 658 282 121 104 161 108 75 376 344 299 251
internal_count=2894 2560 334 269 2459 1857 572 522 257 265 1285 575 234 57 341 710 602 545 441 658 282 121 104 161 108 75 376 344 299 251
cat_boundaries=0 30 50 52 53 55 56 57 58
cat_threshold=0 0 0 134217728 0 0 0 2147483648 0 0 0 131328 10240 0 268435456 0 0 0 33558528 0 2147483648 0 0 8 0 16384 0 0 524288 4096 0 2050 0 0 0 0 0 0 0 0 0 2048 0 1024 0 0 0 0 0 10240 129 24628 1147968 1181794 34 12 68290592 1181728
is_linear=0
shrinkage=0.04


Tree=171
num_leaves=31
num_cat=13
split_feature=8 7 11 7 9 8 4 6 4 3 11 0 0 7 15 0 3 9 4 6 4 0 8 5 4 3 0 5 3 0
split_gain=3.0047 2.32948 2.17972 1.73399 1.34843 1.22513 0.932158 1.33601 0.849181 1.10815 0.736244 0.950432 0.733249 0.82916 0.792327 0.97547 0.817511 0.812592 1.76107 1.36065 0.895319 0.793979 0.627384 0.535912 0.504203 0.502498 0.489799 0.475328 0.463819 0.443409
threshold=0 1 2 3 4 5 152.50000000000003 6 10665290000.000002 2007.5000000000002 7 14.500000000000002 50.425000000000004 8 9 30.500000000000004 1984.5000000000002 10 260.00000000000006 11 481.00000000000006 39.07500000000001 12 1.0000000180025095e-35 25235975000.000004 1984.5000000000002 43.675000000000004 2.5000000000000004 2004.5000000000002 38.57500000000001
decision_type=9 9 9 9 9 9 10 9 8 8 9 10 8 9 9 10 10 9 10 9 10 10 9 10 8 10 10 8 10 8
left_child=2 8 -1 23 6 -6 7 25 -2 -10 11 -7 13 -12 21 -16 17 20 19 -19 -17 -15 24 -3 -4 -5 -24 -13 -26 -9
right_child=1 3 22 4 5 10 -8 29 9 -11 12 27 -14 14 15 16 -18 18 -20 -21 -22 -23 26 -25 28 -27 -28 -29 -30 -31
leaf_value=-5.915569198009507e-05 0.0040131639310315844 -0.00014711899209117973 -9.4627213252067576e-05 6.9617284318290734e-05 -0.00018615993734080405 -0.00019113361146441576 -0.00040144618140445235 -0.00084701821644312509 0.0038506452135072069 -2.6460282141336221e-05 3.1480139567783285e-05 0.00091731526899064165 8.0396751644435936e-05 -7.4542489263507156e-05 -0.00019048298894592364 -0.00014768237521582963 -0.00051178395357709405 0.00017477538512579826 -0.0014782692819917287 -0.00017470733149217211 0.0018724691295823347 0.00068497696927998679 6.9385584688177459e-05 -0.0005758506234057137 7.7691585658712375e-05 0.002306612383620248 0.00022378535646275566 2.4085093838266404e-06 0.00034834088612306857 2.1759724826040384e-05
leaf_weight=125 26 175 59 116 225 92 81 28 29 66 110 28 26 48 80 104 147 111 31 157 26 61 171 45 171 25 43 437 26 81
leaf_count=125 26 175 59 116 225 92 81 28 29 66 110 28 26 48 80 104 147 111 31 157 26 61 171 45 171 25 43 437 26 81
internal_value=-0.000772619 -0.00141167 0.00174917 -0.00171047 -0.00132346 -0.00178276 0.000994152 0.00223108 0.00378788 0.00229167 -0.00133424 -0.000176056 -0.00203947 -0.00226027 -0.00270619 -0.00323838 -0.00270364 -0.00181395 -0.00290323 -0.00193309 0.000851064 0.0005 0.00299376 -0.00502165 0.00149813 0.00460526 0.00462222 0.00055794 0.00252525 -0.00116667
internal_weight=2950 2355 595 2234 2014 1683 331 250 121 95 1458 557 901 875 765 656 576 429 299 268 130 109 470 220 256 141 214 465 197 109
internal_count=2950 2355 595 2234 2014 1683 331 250 121 95 1458 557 901 875 765 656 576 429 299 268 130 109 470 220 256 141 214 465 197 109
cat_boundaries=0 26 38 41 59 61 87 88 90 100 101 103 104 120
cat_threshold=1342177280 2058 4 134217728 2147549184 1 262144 0 0 32768 0 133120 0 1048576 0 4096 0 0 33554432 8192 256 0 0 0 0 268435456 0 1 0 10240 524320 0 0 268443648 0 0 0 256 32 1024 524288 0 128 1074790400 524292 0 134225984 0 0 0 134217728 0 64 0 0 0 0 0 256 1073872896 24592 16 0 0 0 0 0 0 0 0 0 0 4 2048 512 0 0 0 0 4096 2048 0 0 0 8 0 16384 408 32800 2148533248 0 0 0 2097152 0 0 0 0 67584 32 2149580800 0 4132 84 1073741824 0 0 134217728 65536 1 262144 0 0 0 0 133120 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=172
num_leaves=31
num_cat=12
split_feature=7 8 9 2 7 12 2 15 12 2 2 9 7 12 2 2 0 0 2 2 2 2 1 12 2 0 6 2 2 2
split_gain=2.81903 1.84169 1.40162 1.51088 1.32582 2.46236 2.92509 1.71966 1.44126 2.13451 1.42069 1.41788 1.37295 1.31755 1.39001 1.17202 1.09074 1.0117 0.885004 0.874274 1.5656 0.871936 0.892383 0.826644 0.94561 0.646922 0.642461 1.40913 0.673679 0.616718
threshold=0 1 2 49.500000000000007 3 4 11.500000000000002 5 6 1.5000000000000002 2.5000000000000004 7 8 9 14.500000000000002 2.5000000000000004 42.710000000000008 38.20000000000001 28.500000000000004 47.500000000000007 23.500000000000004 35.500000000000007 5.5000000000000009 10 22.500000000000004 35.250000000000007 11 59.500000000000007 14.500000000000002 4.5000000000000009
decision_type=9 9 9 10 9 9 8 9 9 8 8 9 9 9 10 10 10 10 10 10 10 8 8 9 10 10 9 10 10 8
left_child=2 13 3 -1 5 6 -3 19 10 -10 -9 17 21 14 -2 -7 -4 -11 -19 20 -6 -13 -23 26 25 -25 27 -14 -28 -12
right_child=1 4 16 -5 7 15 -8 8 9 11 29 12 23 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=2.0889335833018664e-05 -0.00032383318606147074 2.4401269859239961e-05 0.0004840302303501787 -0.00046523291084909601 -0.0006469611154287946 -0.00049391058569895566 -0.00026957982114360845 0.00096908285795187514 -0.00092068170520612116 0.0020399983367575202 -0.0007404110899866368 8.3681739942704779e-05 -8.527484546405617e-05 -0.00021828915083482058 6.2227415309124018e-05 1.8923168327162899e-05 2.2940997129872188e-05 0.00098742708036098754 -0.00049881978965689907 -0.00048341276649367161 0.00026673737651130127 -3.8041616815007732e-05 0.00035918988036300449 -0.00025681279076540165 -7.1284319113473768e-05 0.001811932326323138 -9.7953583493648474e-06 0.00036529186397270762 -0.00051556837071018433 -6.6176406169162768e-05
leaf_weight=85 52 71 106 30 67 27 222 35 38 33 40 114 277 127 71 329 34 90 30 28 25 65 53 26 64 100 95 52 91 448
leaf_count=85 52 71 106 30 67 27 222 35 38 33 40 114 277 127 71 329 34 90 30 28 25 65 53 26 64 100 95 52 91 448
internal_value=-0.000704033 -0.00108915 0.00323308 -0.00015873 -0.000740436 -0.00227273 -0.00493421 -0.00016835 0.000180505 0.000983319 -0.00153558 0.00131989 0.000696203 -0.00429119 -0.00104478 0 0.00582781 0.0047561 0.00330579 -0.00458015 -0.00301075 0.00329218 0.0010084 -0.000195531 0.00199005 0.00409449 -0.00102662 5.88235e-05 -0.00284264 -0.00212679
internal_weight=2925 2670 255 115 2420 649 293 1771 1651 1128 523 1090 937 250 123 356 140 153 120 120 92 232 118 705 190 126 515 329 186 488
internal_count=2925 2670 255 115 2420 649 293 1771 1651 1128 523 1090 937 250 123 356 140 153 120 120 92 232 118 705 190 126 515 329 186 488
cat_boundaries=0 18 48 50 67 68 69 71 73 90 92 93 94
cat_threshold=268435459 144 0 8704 0 8192 33554432 8192 0 134217728 32800 0 0 0 0 0 0 384 0 2048 0 0 0 0 0 0 0 0 0 0 2112 0 0 0 0 0 33554432 0 128 0 0 0 0 16384 4 0 0 12288 0 18432 131072 0 605036544 526336 0 134217792 131072 268435456 65536 268435488 8192 0 0 0 0 32 144 85131298 136314880 27680 34 0 16512 0 0 0 4 2 0 0 537001984 2048 0 0 0 0 268435456 0 0 4096 17908800 32 229634 450
is_linear=0
shrinkage=0.04


Tree=173
num_leaves=31
num_cat=11
split_feature=7 8 12 4 12 0 9 8 0 7 17 9 2 2 2 2 1 8 9 0 4 2 0 2 2 4 2 0 0 2
split_gain=2.59468 2.07598 1.86157 1.18268 1.10862 1.8332 1.42015 1.0785 1.27949 1.0783 1.05172 0.974896 1.19128 1.99964 0.877225 0.848454 1.44017 0.782961 1.09532 1.45172 1.18586 0.961617 0.861694 0.731976 0.699649 1.06819 0.698434 1.19939 0.6919 0.996541
threshold=0 1 2 642496500.00000012 3 14.500000000000002 4 5 42.250000000000007 6 7 8 11.500000000000002 41.500000000000007 10.500000000000002 176.00000000000003 5.5000000000000009 9 10 40.675000000000004 7085990000.000001 7.5000000000000009 42.710000000000008 37.500000000000007 1.0000000180025095e-35 2050.0000000000005 95.500000000000014 38.20000000000001 30.500000000000004 12.500000000000002
decision_type=9 9 9 8 9 8 9 9 10 9 9 9 8 10 10 8 8 9 9 10 8 10 10 10 10 10 10 10 10 10
left_child=2 3 28 -2 5 -3 -7 -6 10 -4 -9 12 -12 -14 -13 16 -5 -8 20 21 -19 -20 -22 -11 -10 -26 -16 -28 -1 -30
right_child=1 4 9 15 7 6 17 8 24 23 11 14 13 -15 26 -17 -18 18 19 -21 22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0001212301632941859 -0.00028813050145682696 -0.0002496217233549558 -8.3771952938178624e-05 0.00025095171154504214 4.7963471639249636e-05 -0.00018302556161920336 5.0030743893358934e-05 0.00023858733020681199 -3.0178081308349649e-05 -0.00058916664993166276 0.0016889933138504887 -0.00014998459173959589 -0.00022285273617551839 0.00040693900702891026 -9.2243978731687547e-06 -9.0117815768451235e-05 -0.00021352077225159861 -0.00080841824153534249 0.0011433283187597708 -0.00010971844607531977 -1.3248320267997826e-05 0.0021306034243305304 0.00014150303186205804 -0.00075418037276534736 -0.00054591120754071915 -7.2264764086327207e-05 -0.00041306356337209141 2.3260788149990219e-05 -0.00020955758480141641 0.001270359601941422
leaf_weight=31 26 42 103 141 113 200 121 101 48 142 37 233 42 33 489 45 33 48 31 31 292 77 85 68 70 41 72 54 41 59
leaf_count=31 26 42 103 141 113 200 121 101 48 142 37 233 42 33 489 45 33 48 31 31 292 77 85 68 70 41 72 54 41 59
internal_value=-0.000562712 -5.56439e-05 -0.00334066 0.00335937 -0.000440335 0.000618337 0.0010158 -0.0011756 -0.00152721 -0.005 -0.00103578 -0.00144181 0.00195122 -0.000789474 -0.0019092 0.00445455 0.00571429 0.00186782 0.00118261 0.00413333 0.000137615 0.0066055 0.000899471 -0.00669683 -0.004875 -0.00660714 -0.00113636 -0.00377953 0.000704225 0.00237624
internal_weight=2949 2505 444 245 2260 927 885 1333 1220 313 1061 960 112 75 848 219 174 685 564 139 425 108 377 210 159 111 615 126 131 100
internal_count=2949 2505 444 245 2260 927 885 1333 1220 313 1061 960 112 75 848 219 174 685 564 139 425 108 377 210 159 111 615 126 131 100
cat_boundaries=0 18 47 48 49 51 72 89 90 92 115 117
cat_threshold=131072 0 603987968 524288 524288 134217794 0 805306368 0 8224 0 2097280 268435584 0 0 32 1073741968 256 1342177280 0 0 0 2147483648 1 0 2147483648 0 32768 0 0 0 1048576 0 0 0 0 4096 8192 0 0 4194304 0 0 268435456 0 0 524288 17989696 197666 256 4144 0 0 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 256 0 0 603979776 0 0 64 0 0 0 0 0 128 0 0 0 0 128 50 1 4240 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 128 0 16777216 0 26624
is_linear=0
shrinkage=0.04


Tree=174
num_leaves=31
num_cat=9
split_feature=7 8 3 7 2 3 2 0 0 2 2 8 15 0 3 9 8 2 13 2 2 7 2 0 0 1 0 1 5 1
split_gain=2.62932 1.60601 1.5981 1.27128 1.26869 0.993968 0.756906 1.36209 1.02894 0.681708 0.674804 0.655611 0.669949 0.892158 0.734794 0.718437 0.940488 1.22679 2.49182 1.16884 0.919444 0.910492 0.939532 0.781172 0.767949 0.720922 2.60086 0.932944 0.894325 0.801461
threshold=0 1 1992.5000000000002 2 30.500000000000004 2013.5000000000002 58.500000000000007 42.710000000000008 31.500000000000004 2.5000000000000004 16.500000000000004 3 4 44.07500000000001 1988.5000000000002 5 6 34.500000000000007 7 22.500000000000004 16.500000000000004 8 10.500000000000002 23.500000000000004 12.250000000000002 5.5000000000000009 38.57500000000001 5.5000000000000009 2.5000000000000004 6.5000000000000009
decision_type=9 9 10 9 10 8 10 10 10 10 8 9 9 8 8 9 9 10 9 10 8 9 10 10 10 8 10 10 10 8
left_child=5 2 -2 4 10 -1 7 8 -7 -10 -3 -5 -13 14 -14 20 17 19 24 -17 -16 22 -18 -20 -19 28 29 -28 -23 -27
right_child=1 3 -4 11 -6 6 -8 -9 9 -11 -12 12 13 -15 15 16 21 18 23 -21 -22 25 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00051473261420085235 0.00016825080395932446 0.00028082467887987408 -8.2624824862307378e-05 -0.00014887688129430643 0.0010746280555397902 -0.00011638095676239858 8.6238653218160264e-05 -0.00060464226961478575 -0.00071078727318109715 4.9609969633976903e-05 -0.0012137478138769709 -0.00028998057254845831 0.0013097584171796938 5.0625775049937258e-05 0.0019765491219553865 5.0768600090833613e-06 -0.00017516210947924549 -0.00068449989938159208 5.3198921470709594e-06 6.5043441303274109e-05 -1.6542276289115422e-05 -0.0001328605067586608 9.1468196842470206e-05 0.000348507474593589 -7.3685311683391319e-05 -0.00033975287955321674 -6.6825010298501294e-05 0.0018902658320612176 -0.00069568682890547968 -9.7455631232037378e-05
leaf_weight=35 101 44 38 104 36 59 56 62 40 86 26 121 37 167 50 282 28 33 74 73 63 805 72 32 161 65 37 67 39 71
leaf_count=35 101 44 38 104 36 59 56 62 40 86 26 121 37 167 50 282 28 33 74 73 63 805 72 32 161 65 37 67 39 71
internal_value=-0.000863406 -0.000424725 0.0036 -0.000664532 0.0034188 -0.00412607 -0.00348684 -0.00443548 -0.00268817 -0.000629921 0.00056338 -0.000861204 -0.000708042 -0.000535302 -0.000773869 -0.000880696 -0.00107027 0.00015015 -0.00172757 0.00174157 0.00209677 -0.00174059 0.0018018 0.00307692 -0.00429268 -0.00208219 -0.000165975 0.00457143 -0.00265089 -0.00379562
internal_weight=2964 2626 139 2487 106 338 303 247 185 126 70 2381 2277 2156 1989 1952 1839 655 300 355 113 1184 100 106 194 1084 240 104 844 136
internal_count=2964 2626 139 2487 106 338 303 247 185 126 70 2381 2277 2156 1989 1952 1839 655 300 355 113 1184 100 106 194 1084 240 104 844 136
cat_boundaries=0 18 38 56 85 86 88 115 116 129
cat_threshold=0 0 1140850688 2621440 32 8192 0 809500672 0 1024 0 64 268435584 0 0 32 4224 128 0 2056 0 0 2147483648 0 0 0 0 32768 0 2048 0 0 0 0 0 0 0 2048 0 0 0 8192 0 0 0 8192 0 0 32768 0 0 268435456 67108864 0 1073741824 256 268435456 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 8 0 0 0 0 524288 143654912 1073741825 128 1073741840 0 0 0 0 0 0 2147483648 0 0 0 0 10240 512 0 4096 0 0 0 0 0 0 16777216 0 0 0 68 10 2 0 0 2052 0 0 0 0 0 8192 0 2097152 16
is_linear=0
shrinkage=0.04


Tree=175
num_leaves=31
num_cat=10
split_feature=7 8 0 12 2 1 8 2 0 7 2 3 9 0 2 0 7 12 2 2 2 3 1 4 2 2 6 2 12 1
split_gain=3.27701 2.03312 2.5078 2.14421 1.61588 1.49387 2.10061 2.05556 1.37578 1.58366 1.30405 1.28248 1.27305 1.25975 1.24726 1.24118 1.12664 1.10693 1.97523 1.19634 0.916561 0.904792 1.18367 1.47066 1.26898 1.09163 1.47296 1.06679 0.892921 1.28283
threshold=0 1 47.750000000000007 2 725.00000000000011 5.5000000000000009 3 70.500000000000014 47.250000000000007 4 39.500000000000007 1994.5000000000002 5 31.500000000000004 103.50000000000001 36.400000000000006 6 7 17.500000000000004 20.500000000000004 11.500000000000002 2015.5000000000002 5.5000000000000009 390.00000000000006 1.5000000000000002 12.500000000000002 8 25.500000000000004 9 1.5000000000000002
decision_type=9 9 10 9 10 10 9 10 10 9 10 10 9 10 10 8 9 9 8 8 10 8 10 10 8 10 9 10 9 10
left_child=11 2 5 4 14 6 -2 -8 9 10 13 17 15 -5 16 -11 -3 19 -19 -1 -7 27 23 24 -23 26 -26 -18 -14 -30
right_child=1 3 -4 8 -6 20 7 -9 -10 12 -12 -13 28 -15 -16 -17 21 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-9.9455531447567583e-05 -4.0082025611667403e-05 -0.00027005439352500104 0.00013035443104918444 1.0508536656530509e-05 -0.00086142593844865448 -0.00044974883913376121 0.00037558991223718863 -5.2589290326636729e-05 -0.00065385609805375118 0.0021619496101358492 -0.00034883291655340542 -0.0011404753517742705 -1.9903150148721238e-05 -0.00040906307662609721 0.0013324272710151064 -1.7881736342602039e-05 -0.0010274110275583581 -0.0006810434506044061 0.00018566001713253401 -0.0011702420716763128 -4.0969825477787937e-06 -0.00067810974562050326 0.00020565132006876042 -0.00063764096105479952 0.0011852250349050309 5.6831236127408145e-06 3.9276859119397042e-06 0.00012072210069625556 -0.00062974223362829203 -7.1621809772679518e-05
leaf_weight=44 245 101 61 49 34 31 181 43 39 36 39 38 343 29 59 94 67 85 126 74 52 25 88 70 109 229 102 75 55 322
leaf_count=44 245 101 61 49 34 31 181 43 39 36 39 38 343 29 59 94 67 85 126 74 52 25 88 70 109 229 102 75 55 322
internal_value=-0.000807875 -0.00029355 0.00169872 -0.000921053 0.00043299 0.000867993 0.00174468 0.00442553 -0.00220256 -0.00192149 -0.00609375 -0.00428571 -0.00125436 -0.0035443 0.00075594 0.0022695 0.000369089 -0.00357576 -0.00153153 -0.00651163 -0.00404762 0.000902062 0.00157051 0.000858209 0.00167382 0.00217687 0.00424528 -0.00195804 -0.00191518 -0.00324742
internal_weight=2945 2578 613 1965 959 552 469 224 1006 967 117 367 850 78 925 130 866 329 211 118 83 765 623 535 465 440 211 142 720 377
internal_count=2945 2578 613 1965 959 552 469 224 1006 967 117 367 850 78 925 130 866 329 211 118 83 765 623 535 465 440 211 142 720 377
cat_boundaries=0 18 45 47 74 83 85 92 94 95 96
cat_threshold=0 0 1048576 786432 0 2050 0 809500672 0 536870912 0 128 16 268435456 0 32 1073746064 384 1342177296 8 0 0 2147483648 1 262144 0 0 0 0 2052 0 512 0 0 0 0 4096 2048 256 0 4194304 0 0 0 64 197698 32 0 0 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 4096 0 0 0 4194304 0 0 0 64 131072 0 0 4 0 0 0 0 65536 0 52 2 0 0 0 0 0 131072 66880 32 198 16834560
is_linear=0
shrinkage=0.04


Tree=176
num_leaves=31
num_cat=12
split_feature=8 7 12 12 7 8 0 4 9 9 6 4 0 6 4 0 9 4 0 0 0 0 5 0 0 13 0 0 4 0
split_gain=3.14291 3.64133 2.22462 1.85643 1.50803 1.73078 1.21989 0.986857 1.29182 0.859723 1.34033 0.823858 0.883385 0.819081 0.815769 0.974769 0.73566 0.719365 0.718455 0.641128 0.810878 0.584581 0.602478 0.561148 0.559336 0.525021 0.817906 0.683933 0.503136 0.471712
threshold=0 1 2 3 4 5 35.250000000000007 5544455000.000001 6 7 8 9950.0000000000018 18.500000000000004 9 6050.0000000000009 45.425000000000004 10 22.000000000000004 14.500000000000002 43.175000000000004 38.57500000000001 43.175000000000004 1.0000000180025095e-35 31.500000000000004 36.400000000000006 11 23.500000000000004 12.250000000000002 81348.500000000015 29.500000000000004
decision_type=9 9 9 9 9 9 8 8 9 9 9 10 10 9 10 8 9 10 10 10 10 10 10 10 10 9 10 10 10 10
left_child=2 19 11 4 -3 -6 -7 28 25 24 23 12 18 -8 15 16 -15 -12 -1 20 -2 22 -10 -11 -5 26 27 -9 -4 -14
right_child=1 3 7 9 5 6 13 8 21 10 17 -13 29 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.3758105332566404e-05 7.8714193858075994e-06 -0.00024327477826386002 1.6927968049813557e-05 0.00011088147137058968 0.00080289862576030655 -0.00042034576744995892 -0.00023097874159983434 -7.565513662118662e-05 0.001590572635362797 -8.0507681636845526e-05 -2.9788516715072432e-05 -0.00095777630572285949 5.5427113339057144e-05 -0.00028073518881818418 0.0013664567550528872 0.00011690868064000882 0.00010134120536221758 -0.00013978187888127991 -8.5567441314893242e-05 -0.00014896755308555499 0.0014188672628301191 2.9004967765899894e-05 0.00054782890333573422 -0.00025192118483346348 -0.00026575611178984102 0.000116741108081726 -0.00013807596585579062 2.9181736571288751e-05 -0.00095986599753928204 4.1250829823624717e-06
leaf_weight=67 59 110 83 45 101 71 232 34 94 101 184 27 34 104 36 45 193 29 127 31 137 37 66 263 93 181 105 104 43 108
leaf_count=67 59 110 83 45 101 71 232 34 94 101 184 27 34 104 36 45 193 29 127 31 137 37 66 263 93 181 105 104 43 108
internal_value=-0.000353141 -0.00136585 0.00132025 -0.00203956 -0.000797342 -0.000151324 -0.000895954 0.00255937 0.00324759 -0.00355372 -0.0042517 -0.00122995 -0.000712166 -0.000327332 0.000822622 0.000233236 -0.000604027 -0.00151786 -0.00246154 0.00327731 0.00426396 0.00586538 0.00720497 -0.00576 -0.000536913 0.00183908 0.000551181 0.00258993 -0.000629921 0.00167832
internal_weight=2944 1834 1110 1607 892 782 681 747 621 715 577 363 336 610 378 342 297 213 194 227 196 197 160 364 138 424 243 138 126 142
internal_count=2944 1834 1110 1607 892 782 681 747 621 715 577 363 336 610 378 342 297 213 194 227 196 197 160 364 138 424 243 138 126 142
cat_boundaries=0 29 46 48 50 62 91 93 95 96 97 99 100
cat_threshold=1342177296 2052 0 0 3221225472 1 262144 2147483648 1 32768 0 2052 8192 1049088 0 0 0 0 0 0 2147483648 0 16777216 0 0 0 64 0 128 0 129 1074790400 10244 0 0 0 8192 0 134217760 0 0 0 0 0 0 1073741824 17842496 32 16844866 32 0 0 0 0 0 0 0 131072 67584 0 0 128 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 384 0 4194304 0 0 0 0 0 524288 1 10272 0 16388 332 14 0 20500 10
is_linear=0
shrinkage=0.04


Tree=177
num_leaves=31
num_cat=11
split_feature=7 11 2 8 7 12 12 6 3 15 12 2 2 2 2 0 18 0 2 3 2 2 4 0 6 2 2 0 2 0
split_gain=2.98513 2.0069 1.51565 1.46434 1.55595 1.81375 1.27064 1.37093 1.34043 1.20107 1.29762 1.5862 1.53168 1.53535 1.49917 1.79295 1.14845 1.31833 0.991017 0.985287 0.953857 0.940867 0.818258 0.833519 0.817645 0.930522 0.884169 0.711054 0.686102 0.649973
threshold=0 1 49.500000000000007 2 3 4 5 6 1994.5000000000002 7 8 14.500000000000002 9.5000000000000018 31.500000000000004 54.500000000000007 35.250000000000007 9 40.250000000000007 62.500000000000007 2008.5000000000002 24.500000000000004 30.500000000000004 208770000.00000003 42.710000000000008 10 10.500000000000002 7.5000000000000009 29.500000000000004 7.5000000000000009 39.07500000000001
decision_type=9 9 8 9 9 9 9 9 8 9 9 8 8 10 10 8 9 10 10 8 10 8 10 10 9 10 10 10 10 10
left_child=19 2 20 -3 5 -5 7 -6 -8 -10 11 24 -12 -14 15 21 -9 -18 22 -1 27 -13 23 -4 25 -11 -26 -2 -29 -7
right_child=1 3 18 4 6 29 8 16 9 10 12 14 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.00098029428867604904 1.2792201553182282e-05 7.308839306418236e-05 0.0019585797007103168 5.7340611767031649e-06 -0.00024867744403469063 -9.6699898934815573e-05 0.0019580087911737821 0.0021148437087887117 5.6536260949968667e-05 -0.00042479196310555526 -0.00096917597742756105 -8.3395615158785575e-05 1.5736031447204368e-05 -0.00034801414369105998 1.4240476921827394e-05 -0.00019814757478794575 3.52181444403854e-05 -0.00027346408604586261 -0.00014039656703136673 5.8874406174389552e-05 -0.00090505080868254597 -0.00073160066349309716 -0.0010778693201027067 -0.00013255292722156754 3.085582118686148e-05 0.0011974247591027877 0.00041037751973611593 -0.00080479350640388252 -0.00014822652101265988 -0.00014508460905538812
leaf_weight=37 26 253 33 104 106 95 26 41 149 92 48 36 80 63 122 182 454 44 76 320 46 34 27 25 84 29 61 41 107 94
leaf_count=37 26 253 33 104 106 95 26 41 149 92 48 36 80 63 122 182 454 44 76 320 46 34 27 25 84 29 61 41 107 94
internal_value=-0.000606267 -0.0010815 -0.00372449 -0.000606884 -0.000982097 -0.00361842 -0.000493381 0.000884146 -0.0013766 -0.00163099 -0.00220903 -0.00129032 -0.0050495 -0.00319444 -0.00298667 -0.00474308 0.00170909 0.0012024 -0.000864198 0.00277174 -0.00597285 -0.0101408 0.00209302 0.00474576 0.00104869 -0.00136364 0.00294872 -0.00457143 -0.00563758 -0.0059
internal_weight=2935 2578 381 2197 1944 293 1651 645 1006 980 831 640 191 143 374 252 539 498 161 357 220 70 85 58 266 121 145 174 148 189
internal_count=2935 2578 381 2197 1944 293 1651 645 1006 980 831 640 191 143 374 252 539 498 161 357 220 70 85 58 266 121 145 174 148 189
cat_boundaries=0 17 20 46 56 58 59 60 61 63 64 65
cat_threshold=0 144 603979776 8704 0 0 0 268443648 0 0 0 64 16 268435456 67108864 32 4112 2147532800 197120 528385 268435456 12 0 0 2147483648 0 0 0 0 0 0 2048 8192 0 268435456 0 0 0 0 2048 128 0 0 8 0 268435456 2 0 33554432 2621444 0 134217792 0 0 67584 134225920 164896 32 83945760 20 2281701376 65602 32 4 274
is_linear=0
shrinkage=0.04


Tree=178
num_leaves=31
num_cat=8
split_feature=7 7 3 5 11 2 2 2 6 3 2 2 2 12 2 2 0 2 7 11 2 2 2 2 2 2 4 0 12 2
split_gain=2.00123 1.6677 1.53566 0.856257 0.84597 1.01482 1.86019 0.866092 0.783693 2.22249 1.80877 2.43809 1.28149 1.25858 1.29252 2.298 1.26524 1.15285 1.14615 1.09804 1.19487 1.49546 0.922886 0.776183 1.11953 1.22248 0.726828 0.698535 1.00386 1.39452
threshold=0 1 2001.5000000000002 4.5000000000000009 2 33.500000000000007 171.00000000000003 17.500000000000004 3 1992.5000000000002 11.500000000000002 99.000000000000014 2930.0000000000005 4 14.500000000000002 23.500000000000004 35.850000000000009 2.5000000000000004 5 6 35.500000000000007 54.500000000000007 67.500000000000014 49.500000000000007 38.500000000000007 27.500000000000004 38266465000.000008 10.500000000000002 7 3.5000000000000004
decision_type=9 9 10 8 9 10 10 10 9 8 10 10 10 9 10 10 8 8 9 9 10 10 10 10 10 10 8 8 9 8
left_child=3 2 26 -1 5 7 -7 -3 10 -10 -6 22 13 18 16 -16 -15 -18 -11 20 -17 -22 23 24 25 -12 -2 -20 29 -29
right_child=1 4 -4 -5 8 6 -8 -9 9 12 11 -13 -14 14 15 19 17 -19 27 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.465500650541742e-05 0.0023502793674702359 -6.9825290323066724e-06 0.0035673405945808412 -0.00036659855480891679 1.3920688821116301e-05 0.0014039186949721838 -0.0001840768611491228 -0.00031399726971919505 0.0024356033988706827 0.00056371790944901082 -0.00058180605855412187 0.00062277246069193388 -0.00094201890142045388 -1.5387128978616717e-06 7.5857176712048615e-05 7.6243538116926862e-06 4.5188668536511044e-05 -0.00066361630454427002 -0.0002446236468262697 1.6929525491207186e-05 -0.00047227339684024371 -7.4244379477619307e-05 -0.0018228460002602275 0.00029479164551531766 -0.00096928640747520947 0.00017905286667918574 -0.0002259572693463241 0.0011322594453403313 -2.0052221308830555e-05 9.0187056118651297e-06
leaf_weight=41 31 28 37 163 291 34 30 29 25 118 162 63 26 126 101 25 25 150 64 221 50 86 37 25 28 35 41 28 601 223
leaf_count=41 31 28 37 163 291 34 30 29 25 118 162 63 26 126 101 25 25 150 64 221 50 86 37 25 28 35 41 28 601 223
internal_value=-0.000747029 -0.000450745 0.00416667 -0.00446512 -0.000658592 -0.00378788 -0.000615385 -0.00793103 -0.000491868 -7.44681e-05 -0.00168712 -0.00364672 -0.000238482 -0.000109951 -0.00130818 -4.13223e-05 -0.00337748 -0.00556818 0.000803828 -0.00146214 -0.00383721 -0.00554745 -0.00520833 -0.00430279 -0.00504425 -0.00393939 0.00109589 0.00030205 0.000609613 0.00267176
internal_weight=2944 2740 109 204 2631 121 64 57 2510 1869 641 350 1844 1818 784 483 301 175 1034 382 161 136 287 250 225 197 72 916 852 251
internal_count=2944 2740 109 204 2631 121 64 57 2510 1869 641 350 1844 1818 784 483 301 175 1034 382 161 136 287 250 225 197 72 916 852 251
cat_boundaries=0 18 33 36 37 39 56 57 58
cat_threshold=131072 0 33562624 524288 524288 2048 0 0 0 134217728 32768 128 0 0 0 32 1073741824 384 268451840 1 0 8192 0 0 0 8192 0 0 0 64 67108864 0 67108864 67108864 2147484192 4096 132 83902818 32 2 0 67108864 2048 0 0 0 0 33556480 32 0 0 0 0 0 0 4096 32 83902496
is_linear=0
shrinkage=0.04


Tree=179
num_leaves=31
num_cat=9
split_feature=7 7 8 0 4 0 9 5 10 4 9 0 14 0 0 0 0 0 0 1 4 4 0 11 0 0 4 5 18 0
split_gain=2.58653 1.65829 1.27813 1.55328 1.47077 1.32218 1.14013 1.16702 1.07738 1.07535 1.06017 1.42454 0.876586 1.44886 0.918796 2.06598 1.05347 1.04092 0.827247 0.781539 0.656274 0.648524 0.629907 0.611384 1.52135 0.569413 0.53596 1.019 0.416718 0.674312
threshold=0 1 2 10.500000000000002 4683340000.000001 42.250000000000007 3 4.5000000000000009 4 481.00000000000006 5 38.57500000000001 6 29.500000000000004 39.07500000000001 32.500000000000007 27.250000000000004 22.250000000000004 16.750000000000004 4.5000000000000009 152.50000000000003 1.0000000180025095e-35 30.500000000000004 7 30.500000000000004 44.07500000000001 625.00000000000011 2.5000000000000004 8 38.20000000000001
decision_type=9 9 9 10 10 10 9 8 9 10 9 10 9 10 8 10 10 10 10 10 10 10 10 9 10 10 10 10 9 10
left_child=10 6 3 -3 5 9 22 -8 12 21 18 -12 14 -14 15 16 17 -4 -1 -10 28 23 -2 24 -5 -20 27 -16 -15 -30
right_child=1 2 8 4 -6 -7 7 -9 19 -11 11 -13 13 20 26 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.159347476784149e-06 2.6816898657102684e-05 -0.00013864266401292013 2.6354828020345166e-05 -9.4613651484998229e-05 -0.0010502827816800319 0.0010201899492440702 0.00072730273472771507 -0.00033077334806648652 5.3194926290522915e-05 -0.00039710075943013125 0.0019904214118966479 -0.00018158481997772923 -0.0012150686936548284 0.0013199891402646813 -3.0366450048546766e-05 -0.00060765242888948022 0.001990389183854475 -0.00041809772392824128 -0.00017906258701160029 -0.00050719541204568229 -0.00022662321882577886 8.3260597862704343e-05 0.00039271384193433789 2.3990351920915033e-05 4.5226829022411155e-05 -0.00032612966933243115 0.00010426480332437649 -0.00065606853333825658 0.0019728235572969766 -0.00059848251254791764
leaf_weight=56 28 105 48 50 42 54 31 87 32 31 25 94 27 35 799 62 29 29 242 124 27 27 80 423 97 47 74 33 57 36
leaf_count=56 28 105 48 50 42 54 31 87 32 31 25 94 27 35 799 62 29 29 242 124 27 27 80 423 97 47 74 33 57 36
internal_value=-0.000497954 2.42131e-05 -0.000310835 0.000928571 0.0016 0.00204978 0.00320675 0.000310078 -0.00104006 0.00152623 -0.0032 0.000153846 -0.000631413 0.00186528 -0.00106912 -0.00378698 -0.000373832 -0.00282051 -0.00432584 -0.00407186 0.00346154 0.00190635 0.00605042 0.00161121 -0.000632911 -0.00531034 -0.000573319 -0.000864346 0.00465116 0.00319149
internal_weight=2931 2467 2241 829 724 682 226 118 1412 628 464 119 1256 182 1074 168 106 77 345 156 155 597 108 570 147 289 906 832 128 93
internal_count=2931 2467 2241 829 724 682 226 118 1412 628 464 119 1256 182 1074 168 106 77 345 156 155 597 108 570 147 289 906 832 128 93
cat_boundaries=0 18 35 58 60 61 63 64 66 67
cat_threshold=2 0 570425344 526336 524288 134217728 0 268435456 65536 134225968 32768 256 128 0 0 0 4096 384 268566528 1 1073741824 512 0 0 0 536879104 0 268435456 8224 0 0 268435456 0 0 1073741824 1073741824 4 0 0 2147483648 1 0 0 0 0 0 2048 0 512 0 4096 0 0 33554432 2048 384 0 20971520 0 18432 288 0 30720 139264 32772 1536 4
is_linear=0
shrinkage=0.04


Tree=180
num_leaves=31
num_cat=8
split_feature=7 7 13 0 2 9 4 2 0 2 2 1 9 4 2 11 0 1 2 2 1 2 11 0 2 2 7 2 2 4
split_gain=2.74912 1.71559 1.55297 1.28072 1.02067 1.0083 1.35818 0.966054 0.825873 0.830967 0.865075 0.796597 0.792633 1.17759 0.723016 0.587883 1.6285 1.91114 1.2741 0.859778 0.822743 0.824567 0.645441 0.553796 0.896331 0.982454 0.531682 0.612015 1.58718 1.42345
threshold=0 1 2 14.500000000000002 11.500000000000002 3 5828530000.000001 1.5000000000000002 28.500000000000004 3.5000000000000004 4.5000000000000009 5.5000000000000009 4 625.00000000000011 64.500000000000014 5 33.175000000000004 3.5000000000000004 3.5000000000000004 7.5000000000000009 4.5000000000000009 6.5000000000000009 6 22.250000000000004 10.500000000000002 24.500000000000004 7 50.500000000000007 103.50000000000001 775.00000000000011
decision_type=9 9 9 10 10 9 10 10 8 8 10 8 9 8 8 9 10 10 8 10 10 8 9 10 10 10 9 10 10 10
left_child=3 2 4 -1 -2 8 12 -5 -3 -10 -11 -4 23 -14 -13 18 17 -17 -15 20 -18 -22 -21 -7 -25 -26 -9 29 -29 -28
right_child=1 5 11 7 -6 6 -8 26 9 10 -12 14 13 15 -16 16 19 -19 -20 22 21 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=9.9712540519441011e-05 3.0970780407884037e-05 -0.00010006659788103889 -0.00094772187938438888 -0.0013928056026926328 0.0021485730902671917 -0.00021596933599415279 -0.000260485450932606 -8.7382540759719526e-05 0.0017337856239770489 -0.00054674516741780364 0.00010647062330946256 -2.5330143683106598e-05 -9.5171162961662503e-05 -6.6627915098216303e-05 0.00032975525225477755 0.00063215012402157106 -0.00057018871796248765 -0.00030549715468090709 2.3030737844109695e-05 -6.5785092027219607e-05 6.1122829913280447e-05 0.00092304795841613441 5.4117676911964453e-05 -0.0007842969973797764 0.0013688759662264971 -0.00016799151906258915 -8.4087589065049434e-05 -0.00028111458626799645 -3.5721237408878891e-05 0.00053823594792788752
leaf_weight=44 38 27 85 78 84 26 33 195 26 44 220 37 97 48 30 48 36 120 351 484 144 36 128 46 33 40 201 56 93 34
leaf_count=44 38 27 85 78 84 26 33 195 26 44 220 37 97 48 30 48 36 120 351 484 144 36 128 46 33 40 201 56 93 34
internal_value=-0.00078299 -9.6831e-05 0.00280702 -0.00294944 0.00601504 -0.000510511 -0.000904224 -0.00343465 0.00152439 0.00219931 0.00150943 0 -0.000744811 -0.000452428 0.00323529 -0.000157593 -0.000675273 -0.00426036 0.00112195 4.82509e-05 0.00221198 0.00331492 -0.000717781 -0.00346154 -0.0025 0.00027027 -0.00286207 -0.00182278 -0.00386667 -0.00059322
internal_weight=2962 2261 274 701 122 1987 1670 657 317 290 264 152 1637 1492 67 1395 996 168 399 828 216 180 612 145 119 73 579 384 149 235
internal_count=2962 2261 274 701 122 1987 1670 657 317 290 264 152 1637 1492 67 1395 996 168 399 828 216 180 612 145 119 73 579 384 149 235
cat_boundaries=0 18 35 36 38 40 43 45 63
cat_threshold=131074 0 33554432 2883588 524322 66 0 268435456 67584 134225936 32 256 268435584 0 0 0 1073741840 384 16385 268435585 0 10240 0 0 0 536879104 0 0 32768 0 0 0 0 0 4096 12 1073741824 24704 257 32 2147483680 2147483648 524288 32772 1024 0 0 33554432 2621440 0 66 0 268435456 65536 16 0 0 0 0 0 0 0 256
is_linear=0
shrinkage=0.04


Tree=181
num_leaves=31
num_cat=15
split_feature=7 7 1 12 8 9 8 7 1 11 5 4 13 1 12 11 11 6 3 4 3 3 6 1 6 3 5 3 4 1
split_gain=3.26294 1.80842 1.33917 1.34336 1.30579 1.17594 1.5563 1.05887 1.04845 0.91056 1.07916 0.907288 1.29774 0.857427 0.814341 1.35502 1.28841 1.01091 0.787917 0.781326 0.965526 0.737441 0.609659 0.599616 0.579243 0.568864 0.613899 0.542584 0.802855 0.642867
threshold=0 1 3.5000000000000004 2 3 4 5 6 5.5000000000000009 7 1.0000000180025095e-35 10087555000.000002 8 5.5000000000000009 9 10 11 12 1995.5000000000002 1950.0000000000002 1997.5000000000002 2020.5000000000002 13 5.5000000000000009 14 1996.5000000000002 5.5000000000000009 2005.5000000000002 390.00000000000006 4.5000000000000009
decision_type=9 9 8 9 9 9 9 9 8 9 10 8 9 10 9 9 9 9 10 10 10 8 9 10 9 10 8 8 10 10
left_child=2 13 -1 -4 8 6 -6 24 -3 10 27 -9 23 25 16 -16 19 21 22 20 -8 -17 -18 -13 -5 26 -2 -7 29 -29
right_child=1 4 3 7 5 9 14 11 -10 -11 -12 12 -14 -15 15 17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00013104969851038817 -0.00056945866719036785 0.00045977327480983376 8.9969544471451003e-05 -0.00011094242101961527 -0.00033394842844288066 -0.00010601584534327912 -0.00043954358453362374 0.00084327078401543083 -0.00025006603289533301 -0.00016038001767679333 -0.00035281767322910442 -4.3211638498625862e-05 6.3772539109550051e-05 0.00026536752978877586 -8.1684988811403511e-05 -0.00099300801674164765 -5.2815281298776998e-05 9.5122562366327661e-05 -0.00031921486992157353 0.00027296216727975777 -4.6305944131006527e-05 -3.3200587584047982e-06 0.00014099638053476581 3.6666105524219006e-05 2.8287524833316979e-05 -0.0014244580465744151 -0.00014864025556498461 0.0037422302495976824 -0.00042279892037704769 0.00045240253642951699
leaf_weight=52 38 85 214 109 103 47 241 38 25 168 62 82 111 26 132 34 136 243 60 33 108 109 124 33 107 39 98 26 45 154
leaf_count=52 38 85 214 109 103 47 241 38 25 168 62 82 111 26 132 34 136 243 60 33 108 109 124 33 107 39 98 26 45 154
internal_value=-0.000679847 -0.00147182 0.0015852 0.00207194 -0.00107914 -0.00133987 -0.00196402 0.000814664 0.00297521 0.000311891 0.00150725 0.00247273 0.0015859 -0.005 -0.00152721 -0.000302457 -0.00241234 0.000906801 -0.000483384 -0.00396947 -0.00462857 -0.00168831 0.00045977 -0.00142857 -0.00123348 -0.00625 -0.0049635 0.00263736 0.00345133 0.00464088
internal_weight=2882 2136 746 694 1935 1825 1323 480 110 502 334 264 226 201 1220 518 702 386 320 382 349 143 260 115 216 175 136 272 225 180
internal_count=2882 2136 746 694 1935 1825 1323 480 110 502 334 264 226 201 1220 518 702 386 320 382 349 143 260 115 216 175 136 272 225 180
cat_boundaries=0 17 35 37 66 68 92 109 112 113 115 116 117 118 119 120
cat_threshold=268566528 268435457 0 516 2 8194 0 537010176 33556480 0 8192 0 67108992 268435456 0 0 4096 0 0 1048576 526336 65536 0 0 0 0 134225920 0 128 268435456 0 0 0 1073741952 256 230400 32 1073741840 2048 0 0 2147483648 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 0 0 0 0 64 0 524288 256 6164 0 0 4 0 0 0 0 0 0 0 0 0 2048 512 0 0 0 0 0 0 0 0 4194304 8 131072 1 0 4 0 0 0 0 33556480 0 8192 0 0 0 0 0 4096 4 1024 524288 10 114946 32 32800 16388 322 8 140
is_linear=0
shrinkage=0.04


Tree=182
num_leaves=31
num_cat=9
split_feature=9 4 6 2 12 11 2 2 12 11 3 2 4 3 12 2 2 2 6 4 4 2 5 2 2 4 1 2 2 13
split_gain=1.10483 1.0742 1.17731 1.52403 1.37239 1.63487 1.61601 1.30266 1.18829 1.74067 1.62133 1.20794 1.12531 1.10616 1.15351 1.27814 1.03168 1.22761 1.00704 1.0965 1.15375 1.06459 1.11735 0.950694 1.19145 0.921038 0.816911 0.841429 0.784251 0.760092
threshold=0 984745000.00000012 1 8.5000000000000018 2 3 2.5000000000000004 1.5000000000000002 4 5 2018.5000000000002 35.500000000000007 208770000.00000003 2013.5000000000002 6 74.500000000000014 9.5000000000000018 11.500000000000002 7 1950.0000000000002 8400.0000000000018 39.500000000000007 1.0000000180025095e-35 898.00000000000011 14.500000000000002 5157000000.000001 5.5000000000000009 38.500000000000007 26.500000000000004 8
decision_type=9 8 9 8 9 9 10 10 9 9 8 8 10 8 9 10 10 10 9 10 10 10 10 8 10 8 10 8 10 9
left_child=25 12 4 7 26 6 -6 -4 10 -10 28 -11 18 -7 23 -16 -8 -18 19 -2 -21 22 -20 24 -15 -1 -3 -28 -5 -19
right_child=1 2 3 8 5 13 16 -9 9 11 -12 -13 -14 14 15 -17 17 29 21 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=7.80583453035888e-05 -0.00028959652917052379 2.9672722369511464e-05 -0.00066633727247932483 -0.00027450452492701062 3.7264194224135853e-05 -0.00017424520515312735 -0.00022092117735752481 0.00018734496026020508 -0.00039102148177160955 0.00040398900360685277 -0.0005245639580821759 1.3574706072105869e-06 -0.0031687099322002866 0.00027307180974759152 -7.7467327187719089e-06 5.8016776239995236e-05 0.00014081218669019792 3.9695418366392232e-06 0.00023689818772012927 0.00022481850771672641 -0.00036836145361419882 -0.00036286023916876076 -0.00051181165140661738 1.3601077782503524e-05 0.0011291257388836228 -0.00079508742791730921 0.00069262834256541336 9.6939924753769455e-06 0.00087133412691986934 -9.1699058625884791e-05
leaf_weight=25 80 387 27 44 59 47 93 182 124 56 256 126 29 25 180 26 50 216 66 38 32 48 27 30 64 99 49 41 56 372
leaf_count=25 80 387 27 44 59 47 93 182 124 56 256 126 29 25 180 26 50 216 66 38 32 48 27 30 64 99 49 41 56 372
internal_value=-0.000609137 -0.000436466 -0.000159299 -0.00133787 0.000472727 -0.000272805 -0.00129838 0.00161905 -0.00229261 -0.000378549 -0.00381471 0.00207254 -0.00261682 0.0018799 0.00276074 0.000737327 -0.0018306 -0.00125196 -0.00184932 -0.00397516 -0.00056338 0.000657895 0.00319149 0.00569231 0.00822222 -0.00414815 0.0022541 0.00571429 0.00039604 -0.0017657
internal_weight=2954 2830 2510 871 1639 1162 790 209 662 306 356 182 320 372 325 206 731 638 291 150 70 141 93 119 89 124 477 90 100 588
internal_count=2954 2830 2510 871 1639 1162 790 209 662 306 356 182 320 372 325 206 731 638 291 150 70 141 93 119 89 124 477 90 100 588
cat_boundaries=0 2 3 4 6 8 10 11 12 13
cat_threshold=384 16 330 16828480 36 1536 84002 32 4 1024 132354 274 4
is_linear=0
shrinkage=0.04


Tree=183
num_leaves=31
num_cat=12
split_feature=7 8 12 7 9 12 4 7 12 7 4 0 5 0 5 13 0 12 1 0 4 0 3 3 3 9 0 0 0 0
split_gain=3.14244 2.69683 1.9285 1.77691 1.17953 1.90704 1.46517 1.21902 1.15499 1.20258 1.05413 1.0648 0.883008 0.85288 0.78397 0.792038 0.775102 0.725303 0.721129 1.15025 0.690626 1.97569 0.976953 0.722463 0.682214 0.680921 0.680059 0.642263 0.63572 0.635408
threshold=0 1 2 3 4 5 11633120000.000002 6 7 8 2091500000.0000002 40.250000000000007 1.0000000180025095e-35 32.500000000000007 4.5000000000000009 9 40.250000000000007 10 5.5000000000000009 32.500000000000007 481.00000000000006 40.250000000000007 2013.5000000000002 2021.5000000000002 2002.5000000000002 11 37.250000000000007 35.600000000000009 36.900000000000006 28.500000000000004
decision_type=9 9 9 9 9 9 8 9 9 9 10 10 10 10 8 9 10 9 8 10 10 10 8 8 10 9 10 10 10 8
left_child=25 2 26 12 7 6 -6 16 17 -10 11 14 18 -4 28 -16 -5 24 -3 -20 21 22 -11 -24 27 -1 -2 -9 -7 -17
right_child=1 3 13 4 5 10 -8 8 9 20 -12 -13 -14 -15 15 29 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.4406253846496213e-05 -0.00013993842900084986 -4.6318646288874278e-05 0.00012969856513997513 -7.9160362699752794e-05 0.00083779646475370842 -0.00023636103621800687 -0.00014365702612344932 2.2068540390414172e-05 -6.2366282988577388e-05 0.00047500566215710196 0.0042519000335870059 -3.0585317858111691e-05 -0.00032465192953765157 -0.00015348856905667674 4.4771645302361665e-05 5.0251827961389496e-05 -0.0012258820713407915 -7.8379107413901751e-05 -1.5299116539715385e-05 -0.0013043452368589215 -0.00046432577684598188 0.0011196356040746736 -0.00052171988583886279 1.2650654431070052e-05 -0.00018836792510938951 0.00070025211363017098 -0.0010346580690152151 -5.6499871388950853e-05 8.2704520747469708e-05 0.0011736391309797511
leaf_weight=114 44 144 27 50 25 36 111 158 103 53 25 106 41 94 116 39 53 170 26 33 39 39 28 388 125 124 66 233 139 185
leaf_count=114 44 144 27 50 25 36 111 158 103 53 25 106 41 94 116 39 53 170 26 33 39 39 28 388 125 124 66 233 139 185
internal_value=-0.000449744 -0.000842261 -0.00487603 -0.000444265 -8.06452e-05 0.00116015 -0.0029932 -0.000758621 -0.000415739 0.000786687 0.00207002 0.00176849 -0.00360784 -0.00106061 0.00251938 0.00363636 -0.00473684 -0.0015495 -0.00264706 -0.00633333 0.00154122 0.00196464 0.00123404 0.00057554 -0.000759013 0.00385542 -0.00859504 5.10204e-05 0.000340909 0.00493617
internal_weight=2934 2696 231 2465 2221 782 136 1439 1336 650 646 621 244 121 515 340 103 686 203 59 547 508 469 416 516 238 110 391 175 224
internal_count=2934 2696 231 2465 2221 782 136 1439 1336 650 646 621 244 121 515 340 103 686 203 59 547 508 469 416 516 238 110 391 175 224
cat_boundaries=0 16 46 48 60 62 63 81 83 100 101 103 105
cat_threshold=268435456 16 1048576 640 2 0 0 8192 33554432 134217728 40960 0 144 0 0 32 1342177280 1048576 4 0 0 0 0 0 0 0 0 33685504 2112 0 0 0 0 0 0 0 0 0 4194304 0 0 0 0 0 524288 4096 67118114 32 131072 0 1073750016 524292 0 8194 0 0 0 536870960 0 192 257 10272 1117184 0 0 0 2097152 32 0 0 0 0 0 0 0 0 0 0 0 1073745920 128 67272994 34 0 128 0 0 0 0 0 0 67584 0 0 0 0 0 0 0 16 4 32802 32 0 2068
is_linear=0
shrinkage=0.04


Tree=184
num_leaves=31
num_cat=9
split_feature=7 7 9 8 12 12 2 7 4 11 2 0 12 4 0 2 0 2 4 3 2 2 2 2 0 2 4 2 2 2
split_gain=2.31245 1.7031 1.70518 2.09991 2.96551 1.61737 1.60263 1.09963 1.09597 1.04527 1.03309 1.35695 1.00394 0.946719 0.903307 0.997859 0.869636 0.95545 0.81299 0.924252 0.781152 0.77241 0.767368 1.06127 1.14411 0.718318 0.681246 0.640277 0.639134 0.628623
threshold=0 1 2 3 4 5 14.500000000000002 6 425.00000000000006 7 37.500000000000007 35.850000000000009 8 6670500000.000001 23.500000000000004 26.500000000000004 37.750000000000007 34.500000000000007 676.50000000000011 2008.5000000000002 8.5000000000000018 74.500000000000014 39.500000000000007 70.500000000000014 38.57500000000001 19.500000000000004 152.50000000000003 77.500000000000014 7.5000000000000009 36.500000000000007
decision_type=9 9 9 9 9 9 8 9 10 9 10 10 9 8 10 8 10 10 10 8 10 10 10 10 10 8 10 8 10 10
left_child=13 5 16 12 6 -2 20 -6 9 -7 11 25 -4 -1 29 -16 17 -3 19 -9 -5 -12 -14 -24 -25 -11 -21 -17 -18 -8
right_child=1 2 3 4 7 8 14 18 -10 10 21 -13 22 -15 15 27 28 -19 -20 26 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00049011577263598834 5.3216398844320167e-05 -0.00010413647734161202 0.00035823059676985734 -2.9842251021108268e-05 7.3462939080783942e-05 0.00015671818535061279 3.9993825760973321e-05 -0.00014328107652616495 -0.00093444673200458793 -2.2571666936244127e-06 -0.00010013204596631909 -0.00086299039767318681 -2.9301495674474155e-05 -0.00010652494729747275 -0.0012960388192967897 -3.2428051538886394e-05 -0.00022242577118682051 0.00037256721847143129 -0.00039324971531058851 9.4294801423444598e-06 0.00038519635907757532 1.0852805298569023e-05 0.0016630360608504446 -7.6807803812641853e-05 0.00047864536308850347 6.0715668046178452e-05 0.00033263057812959573 -0.00042945125881693969 -0.00042142758136321846 -0.00010542408292828043
leaf_weight=35 212 54 146 61 109 150 25 115 45 25 37 33 139 171 32 25 119 43 49 722 34 26 26 31 25 40 25 72 267 37
leaf_count=35 212 54 146 61 109 150 25 115 45 25 37 33 139 171 32 25 119 43 49 722 34 26 26 31 25 40 25 72 267 37
internal_value=-0.000450358 -0.000131627 -0.000646054 -3.56295e-05 -0.000789674 0.0017962 -0.00430976 0.000232784 0.000108992 0.000961538 -0.00127907 0.00121212 0.00259259 -0.00442396 -0.0065625 -0.00846154 -0.00271255 0.000612245 -0.000238612 4.63499e-05 -0.000208333 -0.0053125 0.000775862 0.00385542 0.000701754 0.00454545 0.000561497 -0.00632653 -0.00361757 -0.00253968
internal_weight=2930 2724 2156 1673 1306 568 286 1020 356 311 161 98 367 206 191 129 483 97 911 862 95 63 221 82 56 65 747 97 386 62
internal_count=2930 2724 2156 1673 1306 568 286 1020 356 311 161 98 367 206 191 129 483 97 911 862 95 63 221 82 56 65 747 97 386 62
cat_boundaries=0 17 35 37 60 61 62 72 75 76
cat_threshold=2 0 570425344 2048 2 134217728 0 272629760 0 268435456 8192 0 0 0 0 0 1073741824 1 268435473 1056768 2105344 0 8194 33554432 139264 0 134217760 32 0 16 268435456 0 32 0 256 256 12292 268435472 0 0 0 0 0 262144 2147483648 0 0 0 0 2048 0 0 4096 0 0 33558528 8192 384 0 4194304 16785696 93280 268435456 128 67108864 0 32 0 0 0 33554432 8192 4 0 524288 16810082
is_linear=0
shrinkage=0.04


Tree=185
num_leaves=31
num_cat=17
split_feature=8 7 17 3 12 14 7 13 12 5 12 4 6 0 12 11 0 0 4 12 11 4 4 0 7 8 4 6 3 0
split_gain=1.97104 1.89088 1.4324 1.43199 1.67711 1.60824 1.57556 1.65487 1.36076 1.42232 1.09185 1.04283 0.969112 1.72126 1.08067 0.951395 0.85661 0.831748 0.768834 0.873585 1.28544 0.954904 0.783712 0.737493 0.653272 0.779841 0.637518 0.624705 0.600805 0.579484
threshold=0 1 2 2010.5000000000002 3 4 5 6 7 2.5000000000000004 8 9330535000.0000019 9 40.675000000000004 10 11 18.500000000000004 38.57500000000001 10510.500000000002 12 13 87817200000.000015 481.00000000000006 39.07500000000001 14 15 54014.000000000007 16 1999.5000000000002 16.750000000000004
decision_type=9 9 9 10 9 9 9 9 9 8 9 10 9 10 9 9 10 10 8 9 9 8 10 10 9 9 8 9 10 10
left_child=8 -2 11 4 12 6 16 15 9 -1 23 26 13 14 29 17 -6 -8 22 -20 -21 -22 -14 -9 -10 -26 -3 -11 -28 -4
right_child=1 2 3 -5 5 -7 7 10 24 27 -12 -13 18 -15 -16 -17 -18 -19 19 20 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00036288884395553112 6.5969331803366065e-05 -3.5684024813775751e-06 -7.9332805574097167e-05 -0.00014808823484784738 -0.00036405831895827136 -0.00057926044790633567 -0.0003769353547708221 3.8606764400199723e-05 4.6474145621786537e-05 -7.0820388132055714e-05 0.00013875315692139624 0.00066099105169364241 -0.00015061420154893312 -0.0014623037804442163 8.6667220665432869e-05 -3.2093722282411365e-06 -7.833757428336696e-05 -0.00017209906143420995 -0.00048926557488108817 -0.00026427205719180334 -0.00029064500392028236 0.00049459503690886921 0.0026162326387104786 -0.00029480874910163378 -2.0537017857691352e-05 0.00014462986183552573 -0.00073913461383945389 0.00013252988224994768 -0.00043031880605028051 2.834288560109144e-05
leaf_weight=45 106 35 91 223 54 131 31 64 103 100 155 25 30 25 239 176 62 115 104 186 48 112 30 37 110 167 88 106 25 142
leaf_count=45 106 35 91 223 54 131 31 64 103 100 155 25 30 25 239 176 62 115 104 186 48 112 30 37 110 167 88 106 25 142
internal_value=-0.000694538 -0.00122814 -0.0014828 -0.00117135 -0.00080742 -0.00212919 -0.00130496 -0.00040747 0.00127726 -0.000992366 0.00194757 -0.0048913 0.000294695 0.00153543 0.00211416 -0.00228228 -0.00535433 -0.00458599 -0.000921305 -0.00150776 -0.000448179 0.00210526 0.00327869 -0.00125 0.00276215 0.00159722 -0.00644295 0.000386473 -0.00789474 8.19672e-05
internal_weight=2965 2334 2228 2055 1832 825 694 578 631 251 256 173 1007 497 472 322 116 146 510 450 346 160 60 101 380 277 148 206 113 233
internal_count=2965 2334 2228 2055 1832 825 694 578 631 251 256 173 1007 497 472 322 116 146 510 450 346 160 60 101 380 277 148 206 113 233
cat_boundaries=0 29 47 48 50 51 60 61 62 64 65 66 67 68 70 87 110 111
cat_threshold=16 2060 4 134217728 65536 0 0 2147483648 0 32768 0 131076 0 1049600 0 4096 0 0 0 10240 256 0 4194304 0 0 16384 0 0 128 2 0 1073741824 0 0 0 33554432 8192 0 32 0 0 0 0 0 32 0 256 2 1148194 2 8336 0 0 67108864 4 0 0 0 0 67584 2 65858 147456 32 90 1082624 32772 65568 4 1024 0 0 0 4 0 0 131072 0 2048 0 0 128 0 0 0 0 4096 0 2056 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 256 0 4194304 264
is_linear=0
shrinkage=0.04


Tree=186
num_leaves=31
num_cat=13
split_feature=7 7 8 2 4 9 5 8 12 2 12 2 14 12 12 1 2 11 2 2 2 2 2 9 2 2 2 2 5 12
split_gain=3.7633 1.51929 1.51388 1.50474 1.24396 1.29514 1.32505 1.06167 0.997044 0.969308 0.886062 1.01464 0.865205 1.43524 1.22527 1.09102 1.15564 1.56711 1.92112 1.51428 1.49849 1.29053 0.984405 1.63875 1.47262 0.869346 1.03173 0.867309 0.852625 0.848265
threshold=0 1 2 510.50000000000006 972430000.00000012 3 1.5000000000000002 4 5 4.5000000000000009 6 85.500000000000014 7 8 9 4.5000000000000009 45.500000000000007 10 38.500000000000007 147.50000000000003 33.500000000000007 298.50000000000006 39.500000000000007 11 11.500000000000002 16.500000000000004 11.500000000000002 22.500000000000004 1.5000000000000002 12
decision_type=9 9 9 8 8 9 8 9 9 10 9 10 9 9 9 10 8 9 10 10 10 10 8 9 10 10 8 10 10 9
left_child=4 -2 3 10 -1 8 -7 -4 -6 -10 -3 -12 14 25 15 -9 17 18 20 -18 27 -21 23 -16 -25 26 -14 28 -17 -24
right_child=1 2 7 -5 5 6 -8 12 9 -11 11 -13 13 -15 22 16 19 -19 -20 21 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00023409759092167805 -0.00012329749990986017 -1.8557949637809658e-05 0.00010818560186958593 0.00012263455272634616 -0.00015498691740226889 -0.00032517635484495598 0.0023578218268969311 0.0045446621515411326 -6.6961491212325086e-05 0.00010965760166342875 -8.4594786737852705e-05 -0.00029897792765581243 0.00011352308959459379 -0.00027958364687954431 5.9265961641372655e-05 1.4341559548967098e-05 6.5435586529893894e-05 -0.00013966595799978166 -0.00051517899353576975 -0.00087053121793360336 0.00084033780413179222 8.9985105948215966e-05 -0.00010715052333793552 4.600964077923209e-05 -0.00034503985344549906 0.00044254019573358505 -0.0011032029125758668 -0.00010000549606207444 -0.00066883036678582646 4.6391763301834035e-05
leaf_weight=47 256 145 112 54 121 27 118 37 25 95 227 43 26 175 218 341 124 111 36 28 26 37 111 64 54 45 37 60 37 116
leaf_count=47 256 145 112 54 121 27 118 37 25 95 227 43 26 175 218 341 124 111 36 28 26 37 111 64 54 45 37 60 37 116
internal_value=-0.000291131 -0.000885026 -0.000545055 -0.00254167 0.00310811 0.00392765 0.00679487 -1.10742e-05 0.0018254 0.00427481 -0.00341346 -0.00469751 -0.000271547 -0.0022449 0.000141743 -0.000825472 -0.00114856 -0.00199346 -0.000939335 0.00157895 -0.000258065 -0.00333333 0.00156794 0.00296736 -0.000930233 0.00134454 -0.0015625 -0.000820046 -0.000105541 -0.000438596
internal_weight=2953 2520 2264 469 433 386 145 1795 241 120 415 270 1683 283 1400 837 800 611 500 189 464 65 563 336 118 108 63 438 378 227
internal_count=2953 2520 2264 469 433 386 145 1795 241 120 415 270 1683 283 1400 837 800 611 500 189 464 65 563 336 118 108 63 438 378 227
cat_boundaries=0 17 35 65 67 96 97 99 100 102 103 104 106 107
cat_threshold=268435456 268435473 603979776 2105344 32 2 33554432 268443648 33554432 0 0 320 128 0 67108864 32 1073745920 0 0 8192 2564 589826 0 0 4194304 0 0 32768 128 0 0 0 0 128 128 1073741840 2062 4 0 65536 0 0 0 0 0 0 131072 8192 512 0 0 0 0 0 2048 128 0 4194304 0 0 49152 4 0 0 4096 0 10244 0 0 0 0 2147483648 1 0 0 0 0 0 0 0 1024 0 4096 0 0 33554432 0 0 0 0 0 0 268435456 0 0 524288 1083458 16810048 32 8320 16810050 32 83987714 36 0 6144 1196096
is_linear=0
shrinkage=0.04


Tree=187
num_leaves=31
num_cat=12
split_feature=7 8 7 12 12 2 2 0 6 3 3 2 2 7 6 2 13 12 2 4 0 12 3 0 12 5 3 2 2 2
split_gain=3.66798 2.85461 2.75111 1.79814 1.75028 1.3589 1.33555 1.27434 1.19939 1.78977 1.23038 1.1548 1.13634 1.1158 1.0713 1.09716 0.977353 1.57717 1.87023 1.48584 1.93092 1.19127 1.49932 1.28966 0.909086 0.829935 1.00103 0.805098 0.798806 0.772993
threshold=0 1 2 3 4 151.50000000000003 11.500000000000002 42.250000000000007 5 2006.5000000000002 2012.5000000000002 416.00000000000006 59.500000000000007 6 7 15.500000000000002 8 9 1382.5000000000002 19000.000000000004 42.710000000000008 10 2022.5000000000002 39.07500000000001 11 2.5000000000000004 2011.5000000000002 15.500000000000002 61.500000000000007 26.500000000000004
decision_type=9 9 9 9 9 8 10 10 9 10 10 10 10 9 9 8 9 9 8 10 10 9 8 10 9 8 10 8 10 10
left_child=7 4 12 8 6 29 -2 28 -4 11 -11 24 14 -5 15 -3 19 27 -19 20 21 22 -15 -24 -10 -23 -27 -18 -1 -6
right_child=1 2 3 13 5 -7 -8 -9 9 10 -12 -13 -14 16 -16 -17 17 18 -20 -21 -22 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011825106936657194 0.0003027552264016009 -0.00023017932319692848 0.00011349008832503671 2.5663061829490629e-05 3.9183590333990995e-05 8.3592379624164442e-05 -0.00014878744070614402 2.7106211438336912e-05 -7.751713116071812e-05 -0.00066932372278365908 -0.00019114196631971227 0.0004507378298833942 -0.00074593574887540373 -0.00020136469802601198 -0.0013403436958796177 0.00035863874878984349 -0.00040540321557436699 0.00033431302623036172 -0.00099772816635436369 -0.00088068257337809547 0.00014954522455646214 0.00039625098721010946 -0.00013427113374646639 0.00068519241863075565 -1.3794250261227603e-05 -0.00044723489738316856 2.606171345007624e-06 1.1289477586871045e-05 1.6232883876590164e-05 0.0015449470986236946
leaf_weight=169 53 66 131 242 88 63 85 112 268 30 70 31 68 69 116 62 59 133 29 29 53 30 60 112 347 97 27 124 56 55
leaf_count=169 53 66 131 242 88 63 85 112 268 30 70 31 68 69 116 62 59 133 29 29 53 30 60 112 347 97 27 124 56 55
internal_value=-0.000122658 -0.000636503 -0.00115724 -0.000584016 0.00270423 0.00497696 -0.000805369 0.00373563 -0.00191441 -0.00253633 -0.00752475 -0.00179289 -0.00458204 0.00052093 -0.00342857 -0.00057554 -0.000192077 0.00140449 0.00416185 -0.00135246 -0.000801782 -0.00176768 7.93651e-05 0.00208092 -0.00217532 -0.00436364 -0.00608 -0.00113402 0.00557522 0.00736111
internal_weight=2934 2597 2253 1941 344 206 138 337 877 746 100 646 312 1064 244 128 822 345 162 477 448 395 241 172 615 154 124 183 225 143
internal_count=2934 2597 2253 1941 344 206 138 337 877 746 100 646 312 1064 244 128 822 345 162 477 448 395 241 172 615 154 124 183 225 143
cat_boundaries=0 17 43 60 62 63 64 72 73 74 75 76 77
cat_threshold=268435457 16 1073741824 8704 32 2 0 8192 0 32 0 256 16 268435456 0 32 1073745920 0 0 0 0 0 0 262144 0 0 32768 0 2048 0 0 0 4096 0 0 0 0 256 0 4194304 8 0 268435456 131074 0 537927680 526340 524288 134217728 0 0 33554432 8192 0 64 268435584 0 0 0 16 83930368 32 1246210 2 0 129 0 0 0 0 131072 131072 282 10 16418 1064994 35072
is_linear=0
shrinkage=0.04


Tree=188
num_leaves=31
num_cat=12
split_feature=11 12 9 0 12 0 3 11 0 4 4 9 9 4 6 0 1 12 3 1 3 4 12 18 0 12 3 1 4 5
split_gain=1.10252 1.54064 1.09298 1.59204 1.21257 1.18661 1.02608 0.914745 1.41022 1.35157 1.3462 1.08313 0.939152 0.831003 0.780204 1.1598 0.670628 0.921654 1.55622 0.815549 1.40845 0.814931 0.940797 0.852536 0.946552 0.560168 0.847595 0.616295 0.611137 0.814591
threshold=0 1 2 39.07500000000001 3 12.250000000000002 2007.5000000000002 4 37.750000000000007 625.00000000000011 152.50000000000003 5 6 73462200.000000015 7 35.850000000000009 4.5000000000000009 8 2016.5000000000002 5.5000000000000009 1.0000000180025095e-35 7085990000.000001 9 10 40.250000000000007 11 2002.5000000000002 5.5000000000000009 19000.000000000004 1.0000000180025095e-35
decision_type=9 9 9 10 9 10 10 9 10 8 8 9 9 8 9 10 10 9 8 10 10 8 9 9 10 9 10 10 8 10
left_child=1 -1 3 -2 5 -4 14 8 -6 -10 -9 -11 -12 -3 -7 -16 21 19 -19 20 -18 -14 -23 24 -24 -13 27 28 -27 -30
right_child=2 13 4 -5 7 6 -8 10 9 11 12 25 16 -15 15 -17 17 18 -20 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=1.849043618133095e-05 -6.255304458051114e-05 -0.00033288984498614838 0.00010429253481998302 0.0017411088085179927 -0.00025988161671357089 -6.6134159668891363e-05 -0.00096541800984311981 0.0023561470596172285 -0.00045223768180598258 -0.00038792862127614571 0.00018863935101428808 -7.2106995624068301e-05 -0.00077348761718646134 -0.00011932776581517147 -0.00038170107634968533 7.6696310966539735e-05 -7.172492160705702e-05 -0.00045102618836480703 2.0099535166799854e-05 -0.00022058528487093555 0.00010117943786635663 0.00053785860206073015 0.0010841828836306887 -0.0004619372023495316 -0.0014339013096806141 0.001240196341880484 -7.805673358177501e-05 -6.7122163149946351e-05 9.7840298592473119e-05 -2.4304764250899781e-05
leaf_weight=110 43 32 34 65 114 218 41 27 73 120 115 172 40 177 33 111 83 47 486 33 26 108 29 97 28 44 106 53 215 89
leaf_count=110 43 32 34 65 114 218 41 27 73 120 115 172 40 177 33 111 83 47 486 33 26 108 29 97 28 44 106 53 215 89
internal_value=-0.000666667 -0.00284848 -0.000390831 0.00336134 -0.000564042 -0.00245536 -0.00311881 -0.000160681 -0.00104313 -0.000504009 0.000619469 -2.5e-05 0.000402562 -0.00481818 -0.00242424 0 -2.02429e-05 0.000680473 0.00143382 -0.0020915 -0.000545455 -0.00158416 -0.000760456 -0.00266667 0.00103448 0.000608696 0.00127413 0.0021393 0.00275072 0.00209836
internal_weight=2969 319 2650 108 2542 437 403 2105 986 872 1119 799 1092 209 362 144 977 675 533 142 109 302 262 154 57 679 507 401 348 304
internal_count=2969 319 2650 108 2542 437 403 2105 986 872 1119 799 1092 209 362 144 977 675 533 142 109 302 262 154 57 679 507 401 348 304
cat_boundaries=0 2 3 4 6 7 9 11 12 13 15 16 18
cat_threshold=49155 1245728 1147968 1075970561 16780544 2 2147483652 0 20 0 4100 392 1048672 32864 32 4 1048672 32
is_linear=0
shrinkage=0.04


Tree=189
num_leaves=31
num_cat=12
split_feature=7 7 14 2 2 2 6 9 18 12 2 3 9 0 2 3 2 2 12 4 0 2 2 1 2 7 6 2 12 4
split_gain=2.21457 1.59383 1.4807 1.42762 1.80823 1.69278 1.60861 1.33068 1.93702 1.45798 1.21799 1.21699 0.963591 1.46364 0.896737 0.888923 0.886827 1.38859 0.866693 1.58003 1.20017 1.11157 0.786582 0.782407 0.933018 0.757832 1.13296 1.52098 1.1039 1.02494
threshold=0 1 2 70.500000000000014 131.00000000000003 44.500000000000007 3 4 5 6 15.500000000000002 2001.5000000000002 7 18.500000000000004 44.500000000000007 1996.5000000000002 9.5000000000000018 15.500000000000002 8 25235975000.000004 40.675000000000004 151.50000000000003 8.5000000000000018 4.5000000000000009 32.500000000000007 9 10 1.0000000180025095e-35 11 45.000000000000007
decision_type=9 9 9 10 10 10 9 9 9 9 10 8 9 10 10 10 8 10 9 8 8 8 8 10 8 9 9 10 9 10
left_child=3 12 14 5 -5 6 -1 8 -4 10 22 -8 13 -2 23 -6 -13 -18 19 -9 21 -21 -10 24 -3 -20 27 -27 -29 -28
right_child=1 2 7 4 15 -7 11 18 9 -11 -12 16 -14 -15 -16 -17 17 -19 25 20 -22 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=5.7492383151114268e-05 3.934388241773945e-05 -7.6887418277316047e-05 0.0018371561435356655 -0.00087264757072347265 -8.6372737995787927e-06 0.0013930699283712399 -0.0017782226332818851 -0.00074303013464071198 1.5472243514444984e-05 -0.00015693423128954721 6.4616109545454487e-05 -0.00073002625749062132 -3.2798495571313424e-05 -0.00070724892197244322 -0.00039537643167506079 0.00022598212173264188 0.00049142331834573839 -0.00029653966035581903 -2.1984858046657507e-05 -6.6516189107090896e-06 0.00013745638292519402 -0.00058340936117371454 -0.00030749816954173782 -0.00059192511980896254 0.0017455247575093936 0.0036604989679087296 -9.559647023596796e-05 -2.3159216591963629e-05 0.00038988144413877992 0.0011882176282078305
leaf_weight=129 26 46 30 56 42 52 25 52 68 286 132 49 117 100 51 25 68 46 180 396 41 60 64 35 26 30 284 127 243 60
leaf_count=129 26 46 30 56 42 52 25 52 68 286 132 49 117 100 51 25 68 46 180 396 41 60 64 35 26 30 284 127 243 60
internal_value=-0.000515779 -0.00100609 -0.000657066 0.00190855 -0.00177419 0.00318919 0.00207547 -0.000358527 -0.00196277 -0.00254083 -0.000290909 -0.00040201 -0.00401575 -0.00642336 -0.00426036 0.00264706 0.000853659 0.00278261 0.000283019 -0.000964286 -0.000281124 -0.000875274 -0.00300752 -0.00240741 0 0.00102674 0.0015894 0.00301703 0.00237197 -0.000112676
internal_weight=2946 2454 2211 492 123 369 317 2053 580 550 264 188 243 126 158 67 163 114 1473 549 497 456 132 107 72 924 744 400 370 344
internal_count=2946 2454 2211 492 123 369 317 2053 580 550 264 188 243 126 158 67 163 114 1473 549 497 456 132 107 72 924 744 400 370 344
cat_boundaries=0 15 33 34 35 37 38 40 42 44 61 62 63
cat_threshold=268451841 17 8192 8192 0 8192 33554432 8192 67584 134217760 0 256 128 268435456 67108864 131072 0 1644167168 262144 589824 66 0 268435456 0 0 40960 128 0 0 0 32 128 128 131088 264 256 20484 4 67273056 34 0 2064 67250464 32 2 0 0 0 2 0 0 131072 0 0 0 0 0 0 0 0 4112 78 16826368
is_linear=0
shrinkage=0.04


Tree=190
num_leaves=31
num_cat=13
split_feature=7 8 3 8 7 12 3 8 12 3 9 3 13 2 2 2 2 8 17 1 2 2 2 2 2 2 12 3 2 15
split_gain=1.99884 1.9449 1.35703 1.25731 1.23575 1.1708 1.1065 1.05932 1.29392 1.1786 1.11021 1.013 1.00478 2.14791 1.42126 0.981807 0.963452 0.914627 1.27892 1.05288 1.38951 0.914452 0.807609 0.771709 0.980685 1.07106 0.707955 1.04192 1.00811 0.87095
threshold=0 1 2010.5000000000002 2 3 4 2015.5000000000002 5 6 2007.5000000000002 7 2019.5000000000002 8 11.500000000000002 12.500000000000002 8.5000000000000018 8.5000000000000018 9 10 5.5000000000000009 5.5000000000000009 19.500000000000004 2.5000000000000004 47.500000000000007 77.500000000000014 262.50000000000006 11 2007.5000000000002 129.50000000000003 12
decision_type=9 9 10 9 9 9 8 9 9 10 9 10 9 8 10 8 10 9 9 10 8 10 10 10 10 10 9 10 10 9
left_child=2 -2 3 -1 6 -5 21 10 9 12 -6 -11 14 16 15 -9 -14 -10 -19 26 -21 -3 -7 -24 -25 -26 27 28 -20 -28
right_child=1 4 -4 5 7 22 -8 8 17 11 -12 -13 13 -15 -16 -17 -18 18 19 20 -22 -23 23 24 25 -27 29 -29 -30 -31
leaf_value=4.8773661247771825e-05 -0.00016295515022136443 -0.0017678567452473716 -0.00021383785662695942 -0.00014468414671313213 5.5192687825069697e-05 -0.00013710860114471757 0.00062665512999096509 -0.00017084468687148302 -0.00016218589728062227 0.0012196843471615182 -6.5216061955908344e-06 -0.00018135034364235027 0.00028338865047288663 1.6774410273256991e-07 9.8127383301260809e-06 -0.00032277090924413441 0.0017636698977942444 -0.00043411455398555175 1.030955312756987e-05 0.0062928684565103053 1.3782733192009289e-05 0.00062537994730043072 0.00012477845821983635 -0.00034594456539636552 0.00014082319521641296 -0.00088764044625623485 -1.8790736794045417e-05 -0.00034879704403177668 0.0017153306238081002 -0.00059504620656824158
leaf_weight=104 100 25 50 252 101 26 149 86 145 69 115 26 45 252 151 34 31 118 281 25 102 29 159 42 41 26 211 48 41 104
leaf_count=104 100 25 50 252 101 26 149 86 145 69 115 26 45 252 151 34 31 118 281 25 102 29 159 42 41 26 211 48 41 104
internal_value=-0.000455002 0.000121792 -0.00230661 -0.00184332 0.000381992 -0.00258528 0.00327103 7.01403e-05 -0.000258427 0.00107801 0.00264317 0.00520833 0.000433333 0.00188791 -0.00134752 -0.0046281 0.00779221 -0.00112339 -0.00063762 -4.86027e-05 0.00328125 -0.00145455 -0.000786885 -0.000148699 -0.00272727 0.000294118 -0.000670554 0.000524934 0.00136223 -0.00202454
internal_weight=2988 2288 700 650 2188 546 203 1985 1769 694 216 95 599 328 271 120 76 1075 930 812 127 54 294 268 109 67 685 370 322 315
internal_count=2988 2288 700 650 2188 546 203 1985 1769 694 216 95 599 328 271 120 76 1075 930 812 127 54 294 268 109 67 685 370 322 315
cat_boundaries=0 17 46 67 85 86 116 118 120 121 151 152 153 154
cat_threshold=147458 268435456 1175715840 524288 2 2 131072 0 0 268435488 0 256 268435456 0 0 32 1073741968 0 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 4 0 524288 0 0 0 0 0 0 262144 0 0 0 0 2048 10240 0 0 0 0 0 0 0 256 0 17 8192 2048 0 8256 0 8192 33554432 16 0 2097152 0 268435456 67108864 0 0 128 84066338 16 2048 0 0 0 1 0 0 0 0 0 0 2048 0 0 4096 0 0 0 2048 256 0 0 0 0 1073741824 0 0 0 8192 85033024 2 0 2048 2 0 8 0 0 0 0 262144 0 0 0 0 131072 8192 0 0 0 0 0 0 0 0 0 4194304 0 0 0 0 0 0 4096 8 10498 69206016
is_linear=0
shrinkage=0.04


Tree=191
num_leaves=31
num_cat=15
split_feature=7 4 11 12 11 0 12 0 0 4 18 6 9 4 6 4 0 9 0 11 0 7 6 12 0 4 1 0 0 12
split_gain=2.70842 1.65052 1.63691 2.24936 1.29727 1.19243 1.18287 2.39179 2.02003 1.22717 1.10744 0.998201 0.97991 1.13358 1.11726 1.02061 0.945269 0.907064 0.798394 0.649419 0.549767 0.543369 0.723097 0.698184 0.62864 0.543137 0.521239 0.86012 0.736103 0.572288
threshold=0 86.000000000000014 1 2 3 33.175000000000004 4 35.850000000000009 37.250000000000007 4850.0000000000009 5 6 7 6373145000.000001 8 6373145000.000001 14.500000000000002 9 10.500000000000002 10 44.07500000000001 11 12 13 18.500000000000004 152.50000000000003 5.5000000000000009 47.750000000000007 35.850000000000009 14
decision_type=9 8 9 9 9 10 9 8 10 10 9 9 9 8 9 10 10 9 10 9 10 9 9 9 10 10 8 10 10 9
left_child=2 -2 3 19 5 16 7 -6 -9 10 -10 -12 13 -4 -15 25 -3 -8 -5 -1 21 -20 -23 24 -24 -14 27 28 -19 -30
right_child=1 4 12 18 6 -7 17 8 9 -11 11 -13 15 14 -16 -17 -18 26 20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.5966992639917521e-05 -0.00083594855439734779 -0.00037901062423419064 0.0015951612367439338 -0.00016520431824226022 -0.00068192118523047185 -0.00047462845801803154 1.9218309070225814e-05 0.0020529577038913517 0.0021673938210575016 -0.00029793343760928795 -0.00013025234140052078 0.00016972734085278775 -1.3563343368616643e-06 -1.1932368710638742e-05 8.7721468491537281e-05 0.00068448453506825052 -1.8318634010157098e-05 3.1605206593852133e-05 2.1078165824519603e-05 -0.00025556652143926328 0.00017848750297901007 0.00011785153457658738 8.2496357378190061e-05 -8.0522792806121397e-05 -4.1134391130199792e-05 -0.0009197264286326856 -0.00046581029717707167 9.5594645872338908e-05 -0.00050427285262568235 -7.4772895914207996e-05
leaf_weight=123 29 26 43 57 88 93 109 28 31 73 125 339 103 110 178 25 96 65 126 102 37 107 34 145 69 37 132 28 106 255
leaf_count=123 29 26 43 57 88 93 109 28 31 73 125 339 103 110 178 25 96 65 126 102 37 107 34 145 69 37 132 28 106 255
internal_value=-0.000938356 -0.00201958 0.000428462 -0.000690506 -0.0018558 -0.00469027 -0.00136691 -0.000172662 0.000737018 0.000210896 0.000927419 0.000430108 0.00220907 0.00345029 0.00262976 -0.000340909 -0.00227642 -0.00252125 0.000648464 -0.00398305 0.00115607 0.000788382 -5.46448e-05 -0.00123552 0.00122807 -0.00170213 -0.00314908 -0.00254945 -0.00299766 -0.00370166
internal_weight=2919 1623 1296 800 1594 215 1379 684 596 568 495 464 496 331 288 165 122 695 575 225 518 481 355 248 103 140 586 454 426 361
internal_count=2919 1623 1296 800 1594 215 1379 684 596 568 495 464 496 331 288 165 122 695 575 225 518 481 355 248 103 140 586 454 426 361
cat_boundaries=0 18 20 22 23 25 26 27 29 30 32 33 41 42 43 45
cat_threshold=268451841 128 1056768 8708 524320 134217728 4325376 139264 67584 134217776 32768 128 144 268435456 0 0 4112 256 36 67072 83887360 32 49184 84935938 32 4 12 0 6180 134 1073741824 16512 32 0 0 0 0 0 0 0 131072 258 51202 196608 2
is_linear=0
shrinkage=0.04


Tree=192
num_leaves=31
num_cat=11
split_feature=7 11 4 10 7 3 12 0 0 2 6 9 2 2 2 3 17 2 2 2 17 4 4 1 0 2 1 12 2 12
split_gain=1.83501 1.60568 2.11647 1.33557 1.42306 1.20662 1.04909 1.72852 1.40506 1.07974 0.992821 1.64288 1.29361 0.910314 1.16551 0.90094 1.41261 0.805781 0.8788 0.761367 0.760497 1.56208 1.44536 0.972318 0.961653 0.730743 0.714467 0.642983 0.785227 0.616316
threshold=0 1 8.0000000000000018 2 3 2020.5000000000002 4 9.5000000000000018 24.500000000000004 10.500000000000002 5 6 34.500000000000007 24.500000000000004 16.500000000000004 2006.5000000000002 7 26.500000000000004 18.500000000000004 44.500000000000007 8 44556186500.000008 16472860000.000002 4.5000000000000009 39.07500000000001 37.500000000000007 5.5000000000000009 9 6.5000000000000009 10
decision_type=9 9 10 9 9 8 9 10 10 10 9 9 8 10 8 8 9 10 8 10 9 8 8 8 10 10 8 9 10 9
left_child=5 2 19 17 -5 -1 20 -8 9 -9 15 12 -12 14 26 -10 -17 18 -3 -2 22 24 -6 -23 -22 -11 -13 -18 -29 -7
right_child=1 3 -4 4 6 29 7 8 10 25 11 13 -14 -15 -16 16 27 -19 -20 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00064427146815816628 -0.00026020158640250202 -1.4164223007782085e-05 -0.0010616750411720232 0.00032183829188795696 0.00043227928240852976 3.5962339470039243e-05 0.00091361894630473731 -0.00022228233871928184 -0.00022384566430282859 1.427960277894158e-05 -5.8447796224072594e-05 0.00029178675479553108 0.00048708093715887912 0.00015703466026288027 0.0016558879714113318 -3.1677670800895897e-05 0.0012739543777270867 7.9454525899080857e-06 -0.0019202555822823797 6.1517499816190484e-05 -1.7400427616678371e-05 -0.00039604377764746346 -3.1965209963757958e-05 -1.1461171682753957e-05 -0.00069639342100039417 -5.5113928673833355e-05 0.0024426205760798327 -0.00052997320915608274 0.00056497906527201995 -0.00010422409512074182
leaf_weight=65 91 45 25 227 31 108 35 54 73 68 71 108 32 103 51 224 124 45 42 41 33 78 73 656 41 77 25 36 68 170
leaf_count=65 91 45 25 227 31 108 35 54 73 68 71 108 32 103 51 224 124 45 42 41 33 78 73 656 41 77 25 36 68 170
internal_value=-0.00052037 -0.000146832 -0.00392857 0.000115179 0.000347977 -0.00322034 9.65251e-06 0.000810345 0.000538117 -0.0025 0.00120087 0.00269327 -0.00157895 0.00422819 0.00605405 3.73134e-05 0.000706402 -0.00363636 -0.00613636 -0.00210526 -0.00099675 -0.00141636 0.00208696 -0.000870748 -0.00693333 -0.000684932 0.00402985 0.00284519 0.000347826 -0.00215054
internal_weight=2920 2577 157 2420 2288 343 2061 1149 1114 199 915 390 103 287 184 525 452 132 87 132 912 808 104 734 74 145 133 228 104 278
internal_count=2920 2577 157 2420 2288 343 2061 1149 1114 199 915 390 103 287 184 525 452 132 87 132 912 808 104 734 74 145 133 228 104 278
cat_boundaries=0 17 20 21 35 37 38 40 41 42 43 45
cat_threshold=0 268435472 1174675456 524288 2 64 0 268435456 0 48 0 256 0 0 0 0 4224 2214608896 65568 4096 1 131073 129 0 2560 0 8192 0 8192 0 134217728 32 128 16 268435456 91424 34 388 0 24596 26 9 1048642 52480 32
is_linear=0
shrinkage=0.04


Tree=193
num_leaves=31
num_cat=9
split_feature=8 11 2 4 8 5 2 4 14 4 12 8 0 0 2 4 2 8 1 0 2 11 4 12 2 2 2 2 0 4
split_gain=1.92045 1.47056 1.92892 1.52648 1.42349 1.33429 1.65369 1.03247 1.13164 1.42311 1.08576 1.07732 1.85885 1.05142 1.49418 1.05602 0.922288 0.884045 0.949692 1.1094 0.859282 1.51494 0.775201 0.92653 0.695515 0.643591 1.12838 0.636257 0.616985 0.825625
threshold=0 1 247.00000000000003 1.0000000180025095e-35 2 1.5000000000000002 6.5000000000000009 30474295000.000004 3 260.00000000000006 4 5 39.07500000000001 37.250000000000007 39.500000000000007 21354125000.000004 11.500000000000002 6 5.5000000000000009 39.07500000000001 1750.0000000000002 7 45.000000000000007 8 66.500000000000014 20.500000000000004 39.500000000000007 24.500000000000004 40.250000000000007 625.00000000000011
decision_type=9 9 10 10 9 8 10 10 9 8 9 9 10 10 8 8 10 9 8 10 8 9 10 9 8 8 10 10 10 10
left_child=-1 2 3 -2 5 -3 -7 8 10 -10 11 -6 -13 20 15 -15 -17 22 -19 -20 21 27 23 -12 -16 -25 -27 -11 29 -14
right_child=1 4 -4 -5 7 6 -8 -9 9 13 17 12 28 14 24 16 -18 18 19 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00086021262970085392 -1.0305684118705472e-05 -5.2855050354239097e-05 -0.000316085300527007 -0.00038402968368693278 2.4985476041834433e-05 -4.248219029786782e-05 0.00060759440525927745 -0.00047798839567313677 0.0023775138600094082 -9.2146815894871286e-05 -8.5613215708946197e-05 -0.00014889463646518663 7.3914428030974485e-05 -2.5481613399591653e-06 0.0023799092450668626 -0.00031813508057261687 -0.0026278965119865207 -4.8980069966120254e-05 -0.00033303003405976028 0.00062331328532877711 -4.2910677518293029e-05 0.0019764380021928219 -0.00016689136041026843 -0.00013817327367142697 2.4326770568343648e-05 0.00030158798710722579 -0.0001228594986113407 2.6435656315442203e-05 -0.00023369587037759489 0.0027382555775025707
leaf_weight=101 195 61 41 29 201 56 150 27 26 44 129 92 359 49 26 26 27 569 30 83 95 112 28 37 124 37 66 56 70 27
leaf_count=101 195 61 41 29 201 56 150 27 26 44 129 92 359 49 26 26 27 569 30 83 95 112 28 37 124 37 66 56 70 27
internal_value=-0.000396772 -0.000194242 -0.00297101 -0.0016 9.93125e-05 0.00280576 0.00444444 -0.000221182 -0.000129646 0.00137584 -0.000644048 0.0005 -0.000429338 0.000964286 -0.000948617 -0.00466019 -0.00851852 -0.00151515 -0.000692641 0.00263158 0.00253247 0.00394366 -0.00331169 -0.00274074 0.0015894 -0.000264901 0.00134615 0 0.000612691 0.00124031
internal_weight=2973 2872 265 224 2607 267 206 2340 2313 585 1728 749 548 559 252 102 53 979 682 113 307 212 297 269 150 140 103 100 456 386
internal_count=2973 2872 265 224 2607 267 206 2340 2313 585 1728 749 548 559 252 102 53 979 682 113 307 212 297 269 150 140 103 100 456 386
cat_boundaries=0 30 33 60 61 62 85 108 109 110
cat_threshold=0 0 4 0 0 1 0 0 0 0 0 33554432 0 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 524288 4096 49152 533024 4096 1073741840 2052 0 0 2147483648 0 0 0 1 0 0 2052 0 1024 0 0 0 0 0 8192 0 0 0 0 0 16384 64 139264 83911714 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 256 0 16777216 0 8 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 4096 0 0 0 0 0 0 16777216 32 98624
is_linear=0
shrinkage=0.04


Tree=194
num_leaves=31
num_cat=13
split_feature=7 8 10 7 4 12 2 3 4 4 7 2 2 12 2 2 14 15 11 7 2 2 2 2 12 3 8 2 2 2
split_gain=2.8046 1.75905 1.36159 1.43287 1.30751 1.27481 1.36276 1.78164 1.19498 1.18683 1.04654 1.10515 1.05268 1.01976 0.992111 0.977103 0.956177 1.12681 1.17938 1.64669 0.953821 1.00444 0.925735 1.01583 0.880783 1.1286 1.04277 0.980583 1.60976 0.948189
threshold=0 1 2 3 6186315000.000001 4 47.500000000000007 2017.5000000000002 152.50000000000003 3215.5000000000005 5 8.5000000000000018 17.500000000000004 6 27.500000000000004 22.500000000000004 7 8 9 10 84.500000000000014 13.500000000000002 17.500000000000004 39.500000000000007 11 2010.5000000000002 12 29.500000000000004 12.500000000000002 9.5000000000000018
decision_type=9 9 9 9 8 9 10 8 10 8 9 10 8 9 10 10 9 9 9 9 10 10 8 10 9 10 9 10 10 10
left_child=8 4 15 -4 -2 6 7 -5 13 -7 11 -9 -12 14 -1 -3 17 22 -19 -20 21 -18 -11 -24 -21 26 -26 28 29 -28
right_child=1 2 3 5 -6 9 -8 10 -10 16 12 -13 -14 -15 -16 -17 20 18 19 24 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-9.3975951813121125e-05 -0.00042083443218714933 -0.0011038491998980149 0.00029313305855247054 -0.00047959633977480822 0.00018292022411031894 -0.00017566911830819266 -6.3714696662842127e-05 -0.00068917304859901659 -0.00062570753706374664 -0.00040945308297970942 0.00032105549603521409 2.2334170808306908e-05 1.5975472764750974e-05 -9.1855161051768171e-06 -0.00084627278257379149 0.00031048008311092447 -0.00035496883699089212 -0.00012446399265705565 0.00077645657468785603 2.2249595882115613e-05 0.00051477372255114061 -0.00029260230773466846 6.5190022390098081e-05 -0.00014879615854688667 -0.00012852063808438174 -0.00063291018178503579 -2.9823973666296412e-05 0.00077513234510583116 -0.00027278091095283229 0.0026036049750651812
leaf_weight=72 39 74 206 46 218 115 191 26 54 51 149 84 135 148 38 26 111 103 101 375 25 71 27 54 107 59 73 105 63 28
leaf_count=72 39 74 206 46 218 115 191 26 54 51 149 84 135 148 38 26 111 103 101 375 25 71 27 54 107 59 73 105 63 28
internal_value=-0.000443697 -1.49645e-05 -0.00035596 -0.000146805 0.0030597 -0.000464455 0.00102804 0.00226757 -0.00396285 -0.00110886 0.00313924 -0.000330579 0.00433898 -0.00293436 -0.00561983 -0.00468468 -0.000782866 -0.00031115 0.000156098 0.000629067 -0.00321101 -0.00437158 -0.00363636 -0.00121951 0 -0.00121076 -0.000424403 0.000928571 -0.000969697 0.00215686
internal_weight=2974 2662 2405 2305 257 2099 631 440 312 1468 394 110 284 258 110 100 1353 1146 1014 911 207 182 132 81 810 435 376 269 164 101
internal_count=2974 2662 2405 2305 257 2099 631 440 312 1468 394 110 284 258 110 100 1353 1146 1014 911 207 182 132 81 810 435 376 269 164 101
cat_boundaries=0 18 47 48 62 64 73 74 75 76 78 87 88 111
cat_threshold=0 268435456 1610612736 2560 524288 64 33554432 268435456 0 8224 0 256 268435584 0 67108864 0 144 640 1073741824 0 0 0 2147483648 1 0 0 0 0 0 0 8192 1048576 0 4096 0 0 0 0 0 0 4194304 0 0 32768 0 0 524288 20 16385 1 0 0 34 8192 0 8192 0 134217728 32768 0 16 268435456 85083136 32 0 0 0 0 0 0 131072 536870912 65536 68158562 8321 2147483648 67108864 1536 0 128 68157440 0 0 0 0 0 33556480 106528 0 0 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=195
num_leaves=31
num_cat=9
split_feature=7 7 12 1 2 12 2 6 2 17 0 0 2 0 2 2 0 0 2 2 2 7 12 2 2 2 12 5 2 2
split_gain=2.88266 2.18683 1.12065 1.07351 1.14146 1.00625 1.32832 0.968928 0.809365 0.695296 1.12424 2.4354 1.46647 1.05564 0.890677 0.931991 0.877911 0.738422 1.18446 0.984365 1.20819 0.890212 1.46114 0.780841 1.19617 0.759731 0.710534 1.05098 0.893539 0.875811
threshold=0 1 2 5.5000000000000009 24.500000000000004 3 145.50000000000003 4 34.500000000000007 5 40.675000000000004 43.675000000000004 147.50000000000003 36.400000000000006 54.500000000000007 36.500000000000007 36.400000000000006 30.500000000000004 99.000000000000014 3.5000000000000004 4.5000000000000009 6 7 20.500000000000004 37.500000000000007 65.500000000000014 8 3.5000000000000004 5.5000000000000009 55.500000000000007
decision_type=9 9 9 8 10 9 10 9 10 9 10 10 10 10 10 8 8 10 10 8 8 9 9 10 10 10 9 8 10 10
left_child=2 7 8 4 -4 6 -3 -2 -1 16 12 -12 17 -14 15 -13 -7 21 19 -19 -21 22 -11 -23 -25 -26 27 -22 -28 -29
right_child=1 5 3 -5 -6 9 -8 -9 -10 10 11 14 13 -15 -16 -17 -18 18 -20 20 26 23 -24 24 25 -27 28 29 -30 -31
leaf_value=-1.805385263715209e-05 2.1923466799904645e-05 -0.00011397414555943896 -4.4667744611963659e-05 -0.00042287223268910878 -0.00024504269297850103 -0.00031075869747034803 0.0011967921388726665 0.00061890877798738582 0.00042811063995586097 -2.7323118687547775e-05 -0.0016477615226384757 -9.959520764724062e-06 4.6312992037123028e-05 -0.00074164217912489508 4.1065918636853382e-05 -0.00057644582393383108 0.00062015646961420144 0.0012206094802527546 0.0005577535535591238 -0.00067888676905496941 0.0011807864448828555 -0.00013497257655277652 2.9536297544296988e-05 0.00013619446177322913 -0.00025909212632726055 1.7715501074242468e-05 0.00053749896534739606 1.3855321601070614e-05 -2.8614028469533538e-05 0.001105253381267417
leaf_weight=57 112 305 130 42 80 37 37 101 43 105 48 133 50 57 52 44 118 74 35 29 39 110 198 32 30 26 62 226 483 25
leaf_count=57 112 305 130 42 80 37 37 101 43 105 48 133 50 57 52 44 118 74 35 29 39 110 198 32 30 26 62 226 483 25
internal_value=-0.000410818 6.20396e-05 -0.00374656 -0.0051711 -0.00417062 -0.000295858 -0.00226629 0.00383929 0 4.94071e-05 -0.000171215 -0.00251799 0.000240202 -0.00425926 -0.000782609 -0.00213483 0.00253012 0.000569492 0.0012115 0.000937167 0.000554913 -0.000677291 0.000700637 -0.00267943 0 -0.00350877 0.000837321 0.00239203 -3.59712e-05 0.00150794
internal_weight=2920 2568 352 252 210 2355 342 213 100 2013 1858 277 1581 107 229 177 155 1474 973 938 864 501 303 198 88 56 835 290 545 251
internal_count=2920 2568 352 252 210 2355 342 213 100 2013 1858 277 1581 107 229 177 155 1474 973 938 864 501 303 198 88 56 835 290 545 251
cat_boundaries=0 18 36 38 40 41 42 50 52 53
cat_threshold=131074 0 536870912 526340 65536 64 33554432 0 2048 134225920 0 0 128 0 0 32 0 128 268435457 16 8192 8192 524288 8192 0 268435456 0 32 32768 0 16 268435456 67108864 0 0 256 16974080 32 1050880 2 210 36 0 0 0 0 0 0 131072 131072 83886082 32 83936320
is_linear=0
shrinkage=0.04


Tree=196
num_leaves=31
num_cat=12
split_feature=7 7 14 3 3 12 6 12 12 9 0 4 3 3 12 3 1 4 1 3 15 3 4 1 3 0 7 1 12 4
split_gain=2.43695 1.29468 0.813572 0.791605 1.16809 0.877945 0.739314 1.01267 0.905896 0.95813 1.12322 1.07005 0.91613 1.06458 0.921491 1.09045 0.899091 0.857385 0.926515 0.722882 0.924081 0.696258 0.668853 0.604647 0.769162 0.557557 0.798464 0.579076 0.557036 0.959008
threshold=0 1 2 2005.5000000000002 2017.5000000000002 3 4 5 6 7 21.500000000000004 1511170000.0000002 2019.5000000000002 2009.5000000000002 8 2000.5000000000002 6.5000000000000009 2091500000.0000002 4.5000000000000009 2002.5000000000002 9 1992.5000000000002 1300.0000000000002 5.5000000000000009 2020.5000000000002 24.500000000000004 10 5.5000000000000009 11 20282.500000000004
decision_type=9 9 9 8 8 9 9 9 9 9 10 10 10 10 9 8 8 8 10 10 9 10 10 8 8 10 9 10 9 8
left_child=3 -2 -3 -1 -5 -6 7 23 -8 17 -11 12 13 14 22 -16 25 -10 -19 20 -17 -20 -12 24 -4 26 27 -9 -22 -30
right_child=1 2 6 4 5 -7 8 16 9 10 11 -13 -14 -15 15 19 -18 18 21 -21 28 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=9.3607161375395265e-05 0.0014142744203343939 -0.00010408597860539715 -4.4723934039616612e-05 -0.00059068078565303493 3.2683440139891219e-06 -0.00012475809836779206 -0.00037820901207993532 -2.7555831791659103e-05 -0.00068658539984546964 -0.00057544940158020812 -0.00018380346198824783 -0.00039007081140201904 -0.00031733478547522507 0.00021838368598711355 -0.00013972630877852056 0.0012836775346929841 0.0014853458186349046 -0.00050388110137681967 0.00054337404553358223 -0.00024535751072278343 -0.00022283223217709036 4.2087398762120646e-05 0.00066887643138599626 -5.1388527023021879e-07 0.00016241892152763171 -5.4467604063859201e-05 2.2427630074410842e-05 6.3343865289766655e-06 0.00028736112243564092 3.2013192324598093e-06
leaf_weight=54 118 125 26 32 109 266 105 89 25 36 246 30 38 100 39 125 84 38 61 33 102 25 25 110 253 343 128 43 26 85
leaf_count=54 118 125 26 32 109 266 105 89 25 36 246 30 38 100 39 125 84 38 61 33 102 25 25 110 253 343 128 43 26 85
internal_value=-0.000376712 0.000129607 -8.50702e-05 -0.00300847 -0.00367647 -0.00303191 9.8832e-05 0.000846366 -0.000608696 -0.000229665 -0.000736607 -0.000447059 -0.000170732 0.000127877 -0.000439883 0.000760095 -8.59599e-05 0.002625 0.00416 0.00145161 0.0020059 0.00643678 -0.00219858 0.00245 0.0035 -0.000629139 0.000766284 -0.0013986 0.000267857 0.00213115
internal_weight=2919 2458 2340 461 407 375 2215 1076 1139 1034 885 849 819 781 681 410 687 149 124 371 338 86 271 389 279 603 260 132 213 111
internal_count=2919 2458 2340 461 407 375 2215 1076 1139 1034 885 849 819 781 681 410 687 149 124 371 338 86 271 389 279 603 260 132 213 111
cat_boundaries=0 18 32 33 34 35 36 38 40 41 42 50 51
cat_threshold=0 128 0 2624004 65538 66 0 805306368 33554432 536879152 32 0 0 0 0 0 128 128 16384 1 0 8192 32 0 0 8192 0 0 0 0 0 268435456 16 83928064 26 141664 2080 2 0 24576 124160 67108864 0 0 67108864 0 0 0 0 131072 2
is_linear=0
shrinkage=0.04


Tree=197
num_leaves=31
num_cat=9
split_feature=7 12 6 7 3 10 1 12 1 16 6 2 2 5 12 2 3 2 2 2 2 4 2 2 1 4 2 5 2 2
split_gain=3.04897 1.65881 1.79155 1.24674 1.17263 1.04446 1.88454 0.953494 1.43336 1.96759 1.12476 1.81668 0.951165 0.941863 1.04149 0.972112 1.01511 0.860892 1.83893 0.856652 0.830586 0.818759 1.01875 0.906373 0.773119 0.762343 0.570199 0.556261 0.479596 0.474736
threshold=0 1 2 3 2019.5000000000002 4 5.5000000000000009 5 5.5000000000000009 6 7 21.500000000000004 122.50000000000001 1.5000000000000002 8 78.500000000000014 2011.5000000000002 9.5000000000000018 33.500000000000007 23.500000000000004 19.500000000000004 1642125000.0000002 58.500000000000007 99.000000000000014 3.5000000000000004 4850.0000000000009 42.500000000000007 1.5000000000000002 27.500000000000004 20.500000000000004
decision_type=9 9 9 9 8 9 8 9 8 1 9 10 8 10 9 8 10 10 10 8 10 8 10 10 10 10 8 10 10 8
left_child=1 -1 12 13 -4 6 28 25 10 17 11 -9 -3 14 19 16 20 -10 -19 -2 -16 -6 24 -24 -23 27 -11 -7 -5 -29
right_child=3 2 4 5 21 7 -8 8 9 26 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-4.5570744541549859e-05 -9.8375572958850916e-05 0.00022649874786267787 0.0015366111742478239 -0.00040354550229213968 -0.00011164924295595569 -3.0714692221067709e-05 -0.0014068453811875515 0.00059663523618830544 0.0029959945150020671 -5.9336431091381317e-05 -1.4677825268165634e-05 -0.00015269577812148326 -0.00030879896126684514 -0.00041730462709431036 -0.00011837044723655765 -0.00099203773282468427 -0.0013481487702024708 -0.00037349414956146633 0.00057718077208491537 0.00088051567328694346 0.0002892494703407067 0.0015103575780028677 -0.0002128566272088861 0.00011899479078916641 4.4221385802103442e-05 -0.00015504129705341542 0.00012344559729218218 -2.1866863291677419e-05 0.00048506728913771724 6.3986231359649544e-05
leaf_weight=109 52 71 50 36 30 896 39 80 61 44 573 49 41 29 90 49 25 30 35 60 43 70 30 40 178 49 28 25 25 25
leaf_count=109 52 71 50 36 30 896 39 80 61 44 573 49 41 29 90 49 25 30 35 60 43 70 30 40 178 49 28 25 25 25
internal_value=-0.000283496 0.00219048 0.00314779 -0.000943076 0.00440098 -0.000548355 -0.00432432 -0.000325289 0.000614709 0.00361809 -0.000227596 0.003 -0.00130081 -0.00311978 -0.0025625 -0.00412844 -0.0027673 0.00661417 0.00333333 0.000650407 -0.00134328 0.00366762 0.00426332 0 0.00546185 -0.00117296 -0.00164384 -0.00092925 -0.000322581 0.00313725
internal_weight=2962 619 510 2343 398 1995 100 1895 900 198 702 129 112 348 319 207 158 126 65 112 133 348 318 70 248 995 72 946 61 50
internal_count=2962 619 510 2343 398 1995 100 1895 900 198 702 129 112 348 319 207 158 126 65 112 133 348 318 70 248 995 72 946 61 50
cat_boundaries=0 17 18 19 37 38 40 41 42 44
cat_threshold=268451840 1 0 8324 34 8192 0 536879104 67584 0 32 2097152 0 268435456 0 0 4096 1073152 260 2 0 1108353024 2621952 0 2112 0 268435456 0 8224 0 64 268435456 0 0 0 1073741968 128 1 1149248 34 2 144 16810048 32
is_linear=0
shrinkage=0.04


Tree=198
num_leaves=31
num_cat=11
split_feature=8 10 12 4 2 12 2 8 9 3 2 14 2 1 2 6 2 1 2 3 2 12 11 3 3 12 2 2 2 2
split_gain=1.32727 1.45449 1.21766 1.21128 1.18031 2.13984 1.51233 1.21331 1.45237 1.21962 1.15805 1.069 1.01003 1.00937 0.981633 0.911076 1.10647 1.10191 0.876764 0.853859 0.772227 1.26968 0.983351 1.30144 1.11689 1.60168 0.991183 0.897977 0.718623 0.646622
threshold=0 1 2 972430000.00000012 85.500000000000014 3 182.50000000000003 4 5 2006.5000000000002 38.500000000000007 6 27.500000000000004 5.5000000000000009 101.50000000000001 7 3.5000000000000004 5.5000000000000009 52.500000000000007 2002.5000000000002 37.500000000000007 8 9 2020.5000000000002 2004.5000000000002 10 10.500000000000002 44.500000000000007 9.5000000000000018 50.500000000000007
decision_type=9 9 9 8 8 9 8 9 9 8 10 9 10 8 8 9 10 8 10 10 10 9 9 8 8 9 10 10 10 8
left_child=2 13 -1 -4 7 14 -7 9 10 -3 19 -10 -11 -2 -6 16 -13 -18 -12 28 21 -17 24 -24 -23 26 -26 -22 -9 -5
right_child=1 4 3 29 5 6 -8 8 11 12 18 15 -14 -15 -16 20 17 -19 -20 -21 27 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-7.3721097397196896e-05 1.4067124745267279e-05 -0.0011286427870701489 -0.00017205113787046144 0.00016638124867771609 0.00052971484471768808 -0.0003574884599544248 -0.00029156705440858133 -0.00017089351606532687 -0.00013242484473931172 -0.00010497714314688267 0.0012784108736610023 0.00011837888373712247 6.3794982247173944e-05 0.001881012983264796 -5.8371454719150504e-05 -6.9978567934896323e-05 -0.00021119721665879609 -0.00065323279522353059 -6.7402595620968958e-05 8.8283241296949198e-07 -7.0678446173673138e-05 0.0020767395925693679 -0.00048140879613455922 2.1434818224967956e-05 3.6832601013792047e-05 3.2066200184814872e-05 6.2969680129327802e-05 2.0197869923777034e-06 -0.00072027026344436253 2.8643289559191488e-05
leaf_weight=114 101 25 32 114 35 95 188 94 110 153 31 25 81 39 213 123 110 27 30 70 77 25 32 170 56 327 59 225 108 82
leaf_count=114 101 25 32 114 35 95 188 94 110 153 31 25 81 39 213 123 110 27 30 70 77 25 32 170 56 327 59 225 108 82
internal_value=-0.000612382 -0.000916667 0.00169972 0.00334728 -0.001144 -0.00281955 -0.00510204 -0.000694232 -0.000292398 -0.00318519 -0.00261628 0.000290487 -0.00238298 0.00291391 0 0.000631413 -0.00208092 -0.00362319 0.00225806 -0.00380952 0.00104977 0.00171501 0.00238235 0 0.00338912 0.00297968 0.0068254 -0.000660066 -0.00512315 0.00467005
internal_weight=2971 2629 342 228 2489 531 283 1958 1699 259 333 1366 234 140 248 1256 162 137 61 272 1094 792 669 202 467 442 115 302 202 196
internal_count=2971 2629 342 228 2489 531 283 1958 1699 259 333 1366 234 140 248 1256 162 137 61 272 1094 792 669 202 467 442 115 302 202 196
cat_boundaries=0 29 30 31 33 63 65 66 67 69 70 71
cat_threshold=1073741840 2052 0 0 2147483648 0 0 0 0 32768 0 133120 0 1024 0 0 0 0 0 10240 0 0 4194304 0 0 1073741824 64 0 524288 48 1073154 16812128 34 268435456 0 4 0 65536 1 0 2147483648 0 0 0 256 0 0 268435456 4096 0 0 0 0 128 0 0 8 0 16384 0 0 0 4096 0 16404 131088 20 1280 32 36 68184096
is_linear=0
shrinkage=0.04


Tree=199
num_leaves=31
num_cat=11
split_feature=7 8 7 9 12 15 0 2 2 9 0 0 2 8 17 2 2 2 6 2 2 0 2 2 0 15 0 0 2 0
split_gain=2.39458 2.28868 1.51621 1.5069 1.46572 1.57075 1.5186 1.41508 1.37762 1.32973 1.20339 0.976483 0.960962 0.904 1.08496 0.889599 1.0603 0.791682 0.778247 1.04913 1.67181 1.2185 0.756373 1.3612 0.726952 0.726101 1.34993 0.874963 0.710893 0.659656
threshold=0 1 2 3 4 5 32.500000000000007 9.5000000000000018 7.5000000000000009 6 29.500000000000004 40.250000000000007 70.500000000000014 7 8 40.500000000000007 14.500000000000002 101.50000000000001 9 28.500000000000004 44.500000000000007 16.750000000000004 40.500000000000007 65.500000000000014 16.750000000000004 10 24.500000000000004 44.07500000000001 147.50000000000003 40.675000000000004
decision_type=9 9 9 9 9 9 8 10 8 9 10 10 8 9 9 8 10 10 9 10 10 10 8 10 10 9 8 10 10 8
left_child=10 3 7 15 5 17 22 -3 -8 -6 -1 -10 -12 -11 29 16 -2 18 -4 21 -21 -20 24 -24 -7 -16 -27 28 -28 -15
right_child=1 2 4 -5 9 6 8 -9 11 13 12 -13 -14 14 25 -17 -18 -19 19 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.00017395228499093919 -7.0190273333423648e-05 -7.2226013315734863e-05 -0.00010191858098110629 0.00017228214844550394 0.00050171519595217258 0.0016093147551090681 -0.00098734606455213474 0.002241918637095104 -0.00088202777111686011 -0.00014241672265139727 -6.4657122799758332e-05 -3.3201784239018651e-05 -0.00032192463984742403 -0.00091255527894098523 1.049860562964966e-05 -0.00024716084942042469 0.00010257157779811621 0.00043523878024473108 9.3582200917481369e-05 -0.00046582133680633575 5.8738068472123932e-05 -1.4257729173294819e-07 -0.00065351604264581194 3.5938517105407187e-05 -5.0547679269641321e-06 -0.00052084221959358245 0.00029611198940791893 -0.00032236096838271776 -0.00070087104646276543 -2.0250593286270658e-05
leaf_weight=54 39 50 111 225 135 27 36 56 86 114 184 50 79 133 757 57 37 26 41 36 65 102 28 37 42 36 141 44 29 78
leaf_count=54 39 50 111 225 135 27 36 56 86 114 184 50 79 133 757 57 37 26 41 36 65 102 28 37 42 36 141 44 29 78
internal_value=-0.000619891 -0.000213009 -0.000686922 0.00271003 -0.000923788 -0.00243553 -0.00454259 0.00376068 -0.00716763 -0.000202977 -0.00384146 -0.00525547 -0.00507576 -0.000595681 -0.000260374 -0.000694444 0.00207792 -0.000663265 -0.00117978 0.000156863 -0.00294118 0.00236111 -0.00148148 -0.00454545 0.00142857 0.000294695 -0.00153257 -0.000372093 0.000935673 -0.00279279
internal_weight=2935 2618 2260 358 2154 687 306 106 172 1467 317 136 263 1332 1218 133 76 381 355 244 101 143 134 65 69 1007 250 214 170 211
internal_count=2935 2618 2260 358 2154 687 306 106 172 1467 317 136 263 1332 1218 133 76 381 355 244 101 143 134 65 69 1007 250 214 170 211
cat_boundaries=0 18 48 65 67 69 70 72 93 94 95 96
cat_threshold=131074 48 1644167168 2099200 0 134225984 0 268435456 33554432 134225920 0 0 8388736 0 0 0 0 128 0 0 0 134217728 2147483648 1 262144 0 1 0 0 2048 0 1048576 0 4096 0 0 0 10240 0 0 4194304 0 0 0 0 0 524288 8192 268435457 1 0 0 0 0 0 8192 0 0 8192 0 0 0 0 0 1073741824 0 28672 174080 32 67108864 1073741825 160 268435456 4 4 0 0 0 0 2147483648 0 0 0 0 8192 0 0 0 0 0 0 0 256 50 452 2216689664
is_linear=0
shrinkage=0.04


Tree=200
num_leaves=31
num_cat=14
split_feature=8 1 17 8 15 3 4 12 0 11 4 3 0 18 12 3 0 8 9 12 0 1 3 15 13 3 0 0 3 12
split_gain=3.19569 2.51066 1.54197 1.24467 1.05124 1.00813 1.18167 0.975579 0.947184 0.796098 0.666683 0.590473 0.498582 0.486736 0.449434 0.999055 0.903294 0.902453 0.823655 0.824554 0.613928 0.601925 0.585152 0.56387 1.01418 0.865598 0.739062 0.664511 0.608643 0.455508
threshold=0 5.5000000000000009 1 2 3 2000.5000000000002 9330535000.0000019 4 52.740000000000002 5 575.00000000000011 2014.5000000000002 42.710000000000008 6 7 1990.5000000000002 16.750000000000004 8 9 10 39.07500000000001 5.5000000000000009 2011.5000000000002 11 12 2002.5000000000002 33.175000000000004 29.500000000000004 2015.5000000000002 13
decision_type=9 10 9 9 9 10 10 9 10 9 10 8 10 9 9 8 10 9 9 9 10 8 10 9 9 10 10 10 8 9
left_child=1 3 5 7 -4 6 -2 13 9 12 14 -3 -6 -1 23 -16 29 -18 19 20 -19 -22 -21 27 25 26 -25 -11 -26 -17
right_child=2 11 4 -5 8 -7 -8 -9 -10 10 -12 -13 -14 -15 15 16 17 18 -20 22 21 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=4.0795421587915828e-05 -0.00053587416907788568 -0.0001623234725325773 -0.00018931166432075485 0.00041680692211361505 7.1193910432114648e-05 2.5177165135197298e-05 0.00026997735420138726 -2.5570431608379351e-05 -0.00039679386055595955 -1.5277796286596868e-05 0.00065558259259731241 -3.1898314372824646e-05 0.00060320408625027968 0.00019684389045821149 0.00078968443239851643 -1.5075022875166155e-06 0.00016685902058462433 -0.00012971864859856908 0.00023554282577762821 -6.8475487329600079e-05 -9.019455913303886e-06 0.0020612425220879515 -0.00029977285368268272 -4.708407348111621e-05 0.0012534284046689238 9.2161475943655093e-05 -0.0009130455501064461 0.0044670668803060212 -2.1515955478044191e-05 3.1485175025451896e-05
leaf_weight=48 195 25 125 180 113 38 26 140 34 73 89 71 58 65 26 106 110 64 140 346 185 29 48 89 25 27 85 27 220 144
leaf_count=48 195 25 125 180 113 38 26 140 34 73 89 71 58 65 26 106 110 64 140 346 185 29 48 89 25 27 85 27 220 144
internal_value=-0.000304878 0.00248148 -0.000920674 0.00382488 -0.000561178 -0.00377778 -0.00495495 0.00174242 -0.000331869 -0.000219451 -0.000466377 -0.00329897 0.00230769 0.00435484 -0.000641834 -0.000198511 -0.000375107 -0.000953413 -0.00140948 -0.00199122 -0.000276817 0.000744186 -0.00316049 -0.00157989 -0.00218818 -0.00424528 -0.00548571 0.00108108 -0.000390625 0.00175299
internal_weight=2951 529 2422 433 2163 259 221 253 2038 2004 1833 96 171 113 1744 1198 1172 922 812 672 278 214 394 546 446 201 174 100 245 250
internal_count=2951 529 2422 433 2163 259 221 253 2038 2004 1833 96 171 113 1744 1198 1172 922 812 672 278 214 394 546 446 201 174 100 245 250
cat_boundaries=0 26 27 48 49 51 54 55 57 78 80 81 82 83 84
cat_threshold=0 2060 0 0 2147483648 0 0 0 1 32768 0 2052 0 1048576 268435456 4096 0 0 33558528 8192 256 0 0 0 0 32768 18 0 2048 0 0 0 0 0 0 1 0 0 2048 0 0 0 4096 0 0 33558528 0 256 143654912 43104 32 0 1536 524288 4 1067040 34 16 0 4 0 65536 1 0 0 0 0 0 131072 0 0 0 0 0 0 0 2048 128 0 18596 67174402 2147483648 2 67305728
is_linear=0
shrinkage=0.04


Tree=201
num_leaves=31
num_cat=8
split_feature=7 7 5 2 2 11 2 3 6 2 2 0 2 6 3 9 3 3 17 2 2 6 2 2 0 2 2 2 2 4
split_gain=3.15238 1.4425 1.27524 1.17169 2.87558 1.05296 0.855515 0.812805 0.764884 1.18364 1.2765 1.21004 1.06215 0.740092 0.999867 0.676389 0.878434 1.09206 0.914317 1.13888 1.23569 1.00167 1.54205 1.38384 1.06563 1.49692 1.35541 0.943944 0.794865 1.04478
threshold=0 1 4.5000000000000009 247.00000000000003 416.00000000000006 2 103.50000000000001 1997.5000000000002 3 49.500000000000007 20.500000000000004 35.850000000000009 6.5000000000000009 4 2020.5000000000002 5 1999.5000000000002 2003.5000000000002 6 10.500000000000002 15.500000000000002 7 3.5000000000000004 29.500000000000004 36.900000000000006 4.5000000000000009 14.500000000000002 6.5000000000000009 6.5000000000000009 2091500000.0000002
decision_type=9 9 8 10 10 9 10 8 9 10 8 10 10 9 8 9 8 8 9 10 10 9 8 10 10 10 10 8 8 8
left_child=5 2 -2 6 -5 8 15 -4 -1 10 12 -11 -10 -9 -15 -3 -17 -18 19 -19 -21 22 -20 24 25 -24 27 -26 -23 -30
right_child=1 3 7 4 -6 -7 -8 13 9 11 -12 -13 -14 14 -16 16 17 18 21 20 -22 28 23 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0004410628004374573 0.00027619285360955817 3.6518357110537639e-05 -0.00013242108777355099 -0.00061265412745377997 4.54596238432714e-05 -0.00032658288972221784 0.00011682688815774612 -2.9151682446126869e-06 0.0001012519156114422 -0.0002196317936828507 0.0002937819573730849 1.4501590171356327e-05 -8.1260908596263444e-05 0.0016602025835195633 0.00024866405932662874 -0.0003597482177738698 0.0022563287597188973 -0.00055512375721860968 0.00085614462590914546 0.00025115506407885846 -0.00033791751317185258 -0.0001037828402590435 -6.8387939928129531e-05 0.00024780646827146316 -0.00090471373894956747 0.0020393722729270536 -0.00062219974352643707 0.0003189559755404048 -0.00031126615890570976 1.4484636878364654e-06
leaf_weight=102 54 267 42 34 51 225 106 115 35 35 57 32 44 33 157 65 31 84 68 49 134 151 33 69 40 39 75 89 32 617
leaf_count=102 54 267 42 34 51 225 106 115 35 35 57 32 44 33 157 65 31 84 68 49 134 151 33 69 40 39 75 89 32 617
internal_value=-0.000492245 0.000122649 0.00228155 -0.000312958 -0.00488372 -0.00325323 -0.000112821 0.00143678 -0.00158228 -9.34579e-05 0.0020438 -0.00441176 -0.00125 0.00215686 0.00358209 -0.000314534 -0.00063012 -0.000436508 -0.000594193 -0.00266187 -0.000978261 -0.000114379 0.00146226 0.000404624 -0.000866426 0.00328767 -0.00234146 0.000153846 -0.000937115 -0.000338462
internal_weight=2965 2435 401 2034 85 530 1949 347 305 203 136 67 79 305 190 1843 1576 1511 1480 267 183 1213 413 345 276 72 204 129 800 649
internal_count=2965 2435 401 2034 85 530 1949 347 305 203 136 67 79 305 190 1843 1576 1511 1480 267 183 1213 413 345 276 72 204 129 800 649
cat_boundaries=0 18 35 36 37 38 40 41 42
cat_threshold=0 268435456 570425344 526848 524290 64 0 272629760 33619968 134217760 0 0 276824208 0 67108864 0 1073741840 128 268451840 128 8192 8192 0 8192 0 536879104 2048 0 32768 128 67108864 268435456 0 0 4096 36 198 260 1073741824 4128 10 86
is_linear=0
shrinkage=0.04


Tree=202
num_leaves=31
num_cat=12
split_feature=7 12 8 12 7 0 10 1 12 1 4 3 7 0 4 15 5 12 15 3 12 3 4 0 0 1 3 0 3 5
split_gain=2.05077 1.9099 1.60208 1.93002 1.50226 1.70826 1.28013 1.8682 1.30305 1.17361 1.10826 0.873964 0.829946 0.783547 0.984542 0.739703 1.33006 0.823634 0.713773 1.28395 1.07784 0.865886 0.751658 0.543508 0.529399 0.521164 0.939397 0.489356 0.486204 0.421523
threshold=0 1 2 3 4 42.710000000000008 5 3.5000000000000004 6 5.5000000000000009 1514.5000000000002 2010.5000000000002 7 32.500000000000007 2350.0000000000005 8 1.5000000000000002 9 10 2007.5000000000002 11 2024.5000000000002 215.00000000000003 39.07500000000001 35.250000000000007 5.5000000000000009 2020.5000000000002 23.500000000000004 2010.5000000000002 7.0000000000000009
decision_type=9 9 9 9 9 10 9 10 9 10 10 10 9 10 10 9 8 9 9 10 9 8 10 10 8 8 8 10 8 8
left_child=1 -1 3 13 5 -4 8 -8 10 -5 15 -3 25 -2 -15 17 -17 -6 20 22 21 23 29 -14 27 26 -10 -18 -22 -20
right_child=2 11 4 9 6 -7 7 -9 12 -11 -12 -13 18 14 -16 16 24 -19 19 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.8435914485290824e-06 0.00053819995541548593 -0.00021800934211292145 0.0014770912554168093 -1.6128526202763283e-06 -8.9225513725921253e-07 -4.5416186154341176e-05 0.00013628998403518723 -0.00093142979951451818 -9.3173507712656094e-05 -0.00021646783916366987 -0.0010571936815748373 -0.00040565802554326069 -0.00040346507045985192 0.00033942153332375827 -7.8961041636631539e-05 -0.00061724804971660771 2.5979814192069738e-05 -0.00013183922617884036 -0.00010444992209823311 0.0005200392823036282 0.0002122421772714489 0.00012487363739083435 6.5498145434865758e-05 1.8182862219973117e-06 9.4828736162462241e-05 0.0022586778946154596 0.00020482252105971099 -4.7010654723464997e-05 -4.4579226214871428e-05 -0.00010436677999400956
leaf_weight=113 50 187 66 150 114 51 57 143 30 29 26 29 26 143 43 28 91 215 108 25 35 277 100 132 84 30 46 30 254 220
leaf_count=113 50 187 66 150 114 51 57 143 30 29 26 29 26 143 43 28 91 215 108 25 35 277 100 132 84 30 46 30 254 220
internal_value=-0.000900102 -0.00382353 -0.000512624 0.00173709 -0.000945884 0.00328125 -0.00120077 -0.00417062 -0.000860786 -0.00136842 -0.00240401 -0.00599119 -0.000139104 0.00404858 0.00299465 -0.00206039 -0.000245902 -0.00323529 -0.000454545 -0.00168103 0.000326531 0.00156951 -0.00223776 -0.000754717 0.000873786 0.00307692 0.00155844 -0.000819672 -0.00153333 -0.00316109
internal_weight=2932 329 2603 415 2188 117 2071 200 1871 179 588 216 1283 236 186 562 233 329 1177 453 724 435 428 158 205 106 76 121 289 328
internal_count=2932 329 2603 415 2188 117 2071 200 1871 179 588 216 1283 236 186 562 233 329 1177 453 724 435 428 158 205 106 76 121 289 328
cat_boundaries=0 17 19 48 50 58 59 61 78 79 80 81 82
cat_threshold=131074 0 0 786436 0 64 33554432 4194304 33554432 134225952 32768 0 268435456 0 67108864 0 1073741824 165952 32 1073741824 2054 0 0 2147483648 1 0 0 0 32768 0 2048 8192 1048576 0 4096 0 0 4096 8192 0 0 4194304 8 0 0 0 0 524288 16943138 32 0 0 536870912 2097152 524322 0 0 8192 288 148768 32 1 129 0 0 0 0 0 536870912 0 0 0 0 16 0 0 32 128 76546048 16416 70254592 1058882
is_linear=0
shrinkage=0.04


Tree=203
num_leaves=31
num_cat=7
split_feature=8 12 12 1 2 4 2 2 8 17 2 1 12 0 2 0 0 1 12 2 2 2 2 0 0 2 2 1 2 2
split_gain=1.73142 2.77645 1.37303 1.69978 1.3067 1.36314 1.12387 0.968757 0.968077 1.41805 1.06268 1.87617 1.52912 1.16135 1.47425 1.0732 1.05521 0.939128 0.937986 0.916094 0.883758 1.15511 1.55356 0.795612 0.792982 0.869873 0.81314 0.759726 0.757212 0.714822
threshold=0 1 2 4.5000000000000009 79.500000000000014 972430000.00000012 12.500000000000002 22.500000000000004 3 4 29.500000000000004 3.5000000000000004 5 16.750000000000004 52.500000000000007 38.20000000000001 42.710000000000008 1.5000000000000002 6 1.5000000000000002 13.500000000000002 19.500000000000004 21.500000000000004 29.500000000000004 18.500000000000004 84.500000000000014 60.500000000000007 4.5000000000000009 535.00000000000011 298.50000000000006
decision_type=9 9 9 8 10 8 10 8 9 9 8 10 9 10 10 10 8 10 9 10 10 10 10 10 10 10 8 10 10 8
left_child=1 7 3 -2 5 6 -3 -1 23 16 11 15 29 14 -14 17 -10 -11 19 -13 -21 -22 -23 -4 26 -26 -5 -15 -6 -12
right_child=2 4 8 24 28 -7 -8 -9 9 10 12 18 13 27 -16 -17 -18 -19 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.736957674277846e-06 -0.00026864134014758178 -0.000195342301905157 0.00010478906518017083 2.3925008495311319e-05 -0.00019473332437634384 0.00024023709967742945 2.7802221361952208e-05 -0.0004132187313344815 -0.00064122232904459506 0.0019523457826485925 -1.4928302816912265e-05 -0.00069119773947903698 7.7302016758160614e-05 -4.5676215810814824e-05 -0.00014165502950255871 -0.00060314900361596818 -4.5692904651630783e-05 0.00051035563712996889 -8.5656493176600179e-07 -4.584051269951317e-05 -0.0011457704724663032 0.00016076274241719091 -0.00025494864677668263 -0.00010337049777760399 3.2408788787705588e-05 -0.00017321207819961159 6.3027124235759407e-05 0.00064815425880414778 0.00089016872153045766 -0.00070496214086048783
leaf_weight=47 66 44 35 90 77 377 29 55 117 25 180 26 40 40 40 27 83 30 295 247 72 40 56 193 227 56 36 206 26 51
leaf_count=47 66 44 35 90 77 377 29 55 117 25 180 26 40 40 40 27 83 30 295 247 72 40 56 193 227 56 36 206 26 51
internal_value=-0.000265849 0.00153153 -0.00078637 0.00111111 0.00265957 0.00363636 -0.00135135 -0.00424779 -0.00128997 -0.000920555 -0.00044733 -0.00136752 0.000896057 0.00261128 -0.00148148 0.00433735 -0.00398104 0.0075 -0.00200814 -0.00314159 -0.00274038 -0.00497041 -0.00206186 -0.00368201 0.00209756 0.000915493 0.00472441 0.00404858 -0.00134615 -0.00157025
internal_weight=2933 655 2278 475 553 450 73 102 1803 1575 1375 818 557 326 80 82 200 55 736 441 415 168 96 228 409 283 126 246 103 231
internal_count=2933 655 2278 475 553 450 73 102 1803 1575 1375 818 557 326 80 82 200 55 736 441 415 168 96 228 409 283 126 246 103 231
cat_boundaries=0 30 32 33 60 61 63 64
cat_threshold=16 2052 0 0 1073807360 0 262144 0 1 32768 0 4 8192 0 0 4096 0 0 33554432 10240 256 0 4194304 0 0 0 0 0 524288 4096 1115136 2 16933888 1342177280 8 0 134217728 0 1 0 2147483648 0 0 0 0 2048 0 268435456 0 0 0 0 0 0 0 0 8 0 16384 4 34 68159552 32 35138
is_linear=0
shrinkage=0.04


Tree=204
num_leaves=31
num_cat=9
split_feature=8 11 7 2 0 2 8 9 4 12 12 2 1 4 2 2 2 3 2 9 12 2 2 2 0 0 4 0 0 2
split_gain=2.39777 1.92381 1.85408 1.59681 1.18017 1.12814 1.09657 1.36575 2.0702 1.51928 1.30862 1.16423 1.0425 0.939407 1.01349 1.23147 0.934034 0.928125 0.893412 0.826215 1.36055 1.76669 1.58736 1.22388 1.21199 1.06056 0.998765 0.878213 0.961443 1.04218
threshold=0 1 2 11.500000000000002 33.175000000000004 23.500000000000004 3 4 6789.5000000000009 5 6 49.500000000000007 5.5000000000000009 55.000000000000007 147.50000000000003 55.500000000000007 50.500000000000007 1997.5000000000002 7.5000000000000009 7 8 2.5000000000000004 42.500000000000007 10.500000000000002 12.250000000000002 29.500000000000004 8.0000000000000018 36.400000000000006 44.07500000000001 72.500000000000014
decision_type=9 9 9 10 10 8 9 9 10 9 9 10 8 10 8 10 10 10 10 9 9 10 10 10 8 10 10 10 10 10
left_child=5 -2 3 4 -3 -1 16 8 9 -8 13 -11 -6 14 15 -9 18 -7 -4 20 21 -12 23 -23 -22 -24 27 -26 29 -29
right_child=1 2 6 -5 12 17 7 10 -10 11 19 -13 -14 -15 -16 -17 -18 -19 -20 -21 24 22 25 -25 26 -27 -28 28 -30 -31
leaf_value=0.00031042782415894975 -0.00014725196737007452 0.0012165897364051403 2.6647761218612233e-06 -0.00021207939327055669 -0.00041720310526621062 7.635969286681643e-05 3.9282924522510144e-05 -6.4652889842875537e-06 0.0014451177565684504 -0.00036605262056959019 -0.00023409014099339486 5.9670826711766271e-06 7.8569268617982864e-05 -0.00082102348695663359 -0.0003906921817577924 3.3250324714160232e-05 -4.383174902443443e-05 -0.00074552719756773914 0.00050467849961748361 0.00066407926186883514 -0.00028267941305003318 1.5818496039372575e-05 -8.2054258753210262e-05 0.00099386997932981568 3.2990078220151989e-05 0.0012421191446977532 -0.00014775106127878245 -0.00011119397060046055 0.00016126090532523563 2.2042615444490821e-05
leaf_weight=148 136 35 29 247 81 79 101 195 41 275 40 67 91 27 26 35 33 29 47 191 58 53 42 89 276 41 57 284 55 49
leaf_count=148 136 35 29 247 81 79 101 195 41 275 40 67 91 27 26 35 33 29 47 191 58 53 42 89 276 41 57 284 55 49
internal_value=-0.000628803 -0.000980826 -0.00072205 -0.00301075 -0.000480769 0.00299625 -0.000216777 -0.000437158 -0.00226263 -0.00310811 0.000156965 -0.00430595 -0.00184971 -0.0022449 -0.00155642 -0.000692641 0.0035 0 0.00623377 0.000722311 0.000265403 0.00268116 0.00415929 0.00671329 -0.000582278 -0.000238095 -0.000138504 0.000300752 -0.00092545 -0.00173653
internal_weight=2957 2701 2565 454 207 256 2111 2002 484 443 1518 342 172 283 256 230 109 108 76 1235 1044 265 225 142 779 83 721 664 388 333
internal_count=2957 2701 2565 454 207 256 2111 2002 484 443 1518 342 172 283 256 230 109 108 76 1235 1044 265 225 142 779 83 721 664 388 333
cat_boundaries=0 27 30 48 67 69 71 73 75 76
cat_threshold=0 2048 0 0 2147483648 1 262144 0 0 32768 0 0 0 1048576 0 0 0 0 0 10240 0 0 0 0 0 268435456 64 3 2147484192 6144 3 128 8192 524288 524320 134217794 0 536870912 33554432 134217744 32 128 268435456 0 0 0 1073745936 128 0 12 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 256 20484 16924960 2 83902496 2 0 2096 1051712
is_linear=0
shrinkage=0.04


Tree=205
num_leaves=31
num_cat=13
split_feature=7 12 8 2 11 2 7 12 13 2 12 12 6 2 6 2 12 2 2 2 18 0 2 2 2 1 2 5 2 2
split_gain=2.64904 1.8303 1.6139 2.12442 1.43005 1.4117 1.38324 1.36622 1.2599 1.34289 1.19539 1.11084 2.74205 1.74959 1.73372 1.28508 1.21594 1.06618 1.00568 0.910984 0.883708 0.836806 1.24597 0.757957 1.29034 1.60381 1.01023 0.750568 0.716898 1.06575
threshold=0 1 2 9.5000000000000018 3 161.00000000000003 4 5 6 34.500000000000007 7 8 9 4.5000000000000009 10 100.50000000000001 11 69.500000000000014 31.500000000000004 5.5000000000000009 12 40.250000000000007 30.500000000000004 70.500000000000014 26.500000000000004 5.5000000000000009 398.00000000000006 3.5000000000000004 55.500000000000007 11.500000000000002
decision_type=9 9 9 8 9 10 9 9 9 8 9 9 9 8 9 8 9 10 8 10 9 10 8 8 10 8 8 8 10 10
left_child=1 21 3 19 5 7 -6 -4 10 -10 -3 12 -8 -14 15 16 -13 -11 -12 -2 -18 22 -1 24 25 -16 -25 -15 29 -9
right_child=2 8 4 -5 6 -7 11 28 9 17 18 14 13 27 23 -17 20 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-5.3486596290781565e-05 9.2385577501374881e-06 0.00018375918162867323 -0.0001620395239764605 0.00018275792397624003 5.4599020425314391e-05 -0.00023739918512298176 -0.00027137223652800912 7.37863950191553e-05 -5.6369077512385961e-07 -0.00024422639839571047 -0.00018648872153807618 0.00035095248065879046 -0.00049314530468748787 -0.0003997443697957692 -0.00057992479340207125 0.0011690324003205887 -0.00055455875826357468 -5.247563722921456e-05 1.6432392207477166e-05 -0.00033306561069537113 3.49223694075107e-05 -4.8976239609004323e-05 -0.00048526206633322746 -0.00053523606192896979 0.00018905238364816057 0.00078410370620346731 -2.5295911787956983e-05 0.00014902590025293706 0.00033746544191750162 -0.00012436182378667838
leaf_weight=119 55 125 101 236 221 29 267 41 149 99 64 113 37 41 120 76 40 58 55 31 232 66 70 45 55 35 48 178 31 94
leaf_count=119 55 125 101 236 221 29 267 41 149 99 64 113 37 41 120 76 40 58 55 31 232 66 70 45 55 35 48 178 31 94
internal_value=-0.000784447 -0.00272059 -3.74357e-05 0.00252252 -0.000506887 -0.00299674 0 -0.00216418 -0.00135472 -0.00302839 0.000784314 -0.000508475 -0.00191011 0.00104869 0.000464516 0.00199153 0.00108808 -0.0056962 -0.002 -0.00275862 -0.000424028 -0.00548872 -0.00705263 -0.00184713 -0.00056872 -0.0024359 -0.00489362 0.00245455 0.000225989 -0.00102941
internal_weight=2931 805 2126 322 1804 296 1508 267 550 306 244 1287 523 256 764 461 385 157 119 86 272 255 189 303 210 155 93 219 166 135
internal_count=2931 805 2126 322 1804 296 1508 267 550 306 244 1287 523 256 764 461 385 157 119 86 272 255 189 303 210 155 93 219 166 135
cat_boundaries=0 18 19 48 51 65 66 67 69 71 72 73 75 76
cat_threshold=2 268435457 536870912 524288 524320 64 33554432 131072 33619968 48 8192 0 16 0 67108864 0 1073745936 384 68288770 1073741824 2048 4 0 2147483648 1 0 0 0 32768 0 4 10240 0 0 0 0 0 4096 2048 0 0 4194304 0 0 16384 0 0 524288 67108896 512 4096 0 0 1073741824 2097152 0 134217728 0 536879104 2048 0 0 128 128 268435456 1059936 12 75776 32 16891936 32 140 204 1181760 2 4
is_linear=0
shrinkage=0.04


Tree=206
num_leaves=31
num_cat=12
split_feature=7 8 2 12 12 7 2 8 7 13 2 2 5 12 3 4 3 1 2 2 2 18 4 1 5 6 2 12 2 2
split_gain=2.93311 2.07117 1.75923 1.52124 1.24305 1.17119 1.73429 1.25064 1.14661 1.03952 0.981467 1.08808 0.925442 0.891589 1.34731 1.4794 1.05207 0.833438 0.810313 0.898788 0.785683 0.772171 1.33516 1.00359 0.939775 0.900943 1.50404 1.00696 1.97847 0.982217
threshold=0 1 85.500000000000014 2 3 4 47.500000000000007 5 6 7 482.50000000000006 119.00000000000001 3.5000000000000004 8 2005.5000000000002 81348.500000000015 1995.5000000000002 3.5000000000000004 7.5000000000000009 49.500000000000007 211.00000000000003 9 6789.5000000000009 1.0000000180025095e-35 1.0000000180025095e-35 10 1.5000000000000002 11 13.500000000000002 41.500000000000007
decision_type=9 9 10 9 9 9 8 9 9 9 8 10 8 9 8 10 10 8 8 10 10 9 8 10 10 9 10 9 10 10
left_child=4 2 3 12 10 6 -3 -7 -6 -10 11 -1 -2 17 16 21 -15 -9 -19 -20 -4 -16 24 -24 -23 27 -27 28 -25 -29
right_child=1 5 20 -5 8 7 -8 13 9 -11 -12 -13 -14 14 15 -17 -18 18 19 -21 -22 22 23 25 -26 26 -28 29 -30 -31
leaf_value=-0.00014022596056985747 8.2217266132076367e-05 -1.9606659756483679e-05 -0.00058276267033143371 0.00026719541953767133 2.5822420246015556e-05 -7.5143970578466225e-05 -0.00081533944084263507 -0.00047950904209976387 -0.00024370104574579444 -1.7663836881354201e-06 -0.00093559436728373412 0.00056553739739975131 -0.0001164612455241354 5.2415059608321716e-05 0.0019445849639962987 -0.0010018435609256216 -0.0002566721339756839 -0.00019197444157391884 2.7102494389552591e-05 -7.9747085408676815e-05 1.077579741284751e-05 -4.0992503447512261e-06 -0.00082130022215217476 -0.00037327985175089395 -0.0011936799479733652 -0.00066638821311478576 0.000498875145140758 5.7077400444285332e-05 4.7643100474914493e-06 -3.6060745578971876e-05
leaf_weight=204 25 56 29 324 108 145 50 43 131 157 56 25 77 51 52 32 76 62 179 108 27 55 35 42 33 25 247 328 93 108
leaf_count=204 25 56 29 324 108 145 50 43 131 157 56 25 77 51 52 32 76 62 179 108 27 55 35 42 33 25 247 328 93 108
internal_value=-0.000636729 5.18807e-05 0.00235294 0.00327869 -0.00291908 -0.000567996 -0.00444444 -0.000301449 -0.00137592 -0.00267559 -0.00493243 -0.00391304 -0.00106195 3.79747e-05 0.000589226 0.00106565 -0.00328125 -0.00158809 -0.000971429 -6.94444e-05 -0.00421053 0.00133464 0.00107549 0.00154721 -0.00359551 0.00182464 0.00367491 0.000859107 -0.00205479 0.00178971
internal_weight=2983 2302 482 426 681 1820 106 1714 396 288 285 229 102 1569 1177 1050 127 392 349 287 56 1018 966 878 88 843 272 571 135 436
internal_count=2983 2302 482 426 681 1820 106 1714 396 288 285 229 102 1569 1177 1050 127 392 349 287 56 1018 966 878 88 843 272 571 135 436
cat_boundaries=0 18 44 46 47 64 93 110 111 113 114 115 116
cat_threshold=2 128 100663296 2885636 524290 66 0 805306368 33554432 134217744 8224 384 276824192 0 0 0 1073741968 128 1342177296 2056 0 0 2147549184 0 262144 0 0 0 0 0 10240 512 268435456 4096 0 0 4096 10240 0 0 0 0 0 268435456 67174656 32 1256768 0 16 1610620928 0 32 134217728 0 0 0 0 0 0 0 0 0 0 4096 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 49152 68 0 524288 0 0 0 4 0 64 0 0 33554432 0 8192 0 0 0 0 0 1073741840 12 147712 34 4 92 16786432
is_linear=0
shrinkage=0.04


Tree=207
num_leaves=31
num_cat=14
split_feature=11 7 12 2 9 2 2 9 2 8 9 12 2 2 2 2 2 2 12 4 6 2 2 2 6 2 6 4 6 16
split_gain=3.15327 2.69853 2.05753 2.39609 1.6133 2.68862 1.56172 1.39538 1.33899 1.34983 1.29492 1.16554 1.15262 1.14692 1.57354 1.06672 1.44761 1.06256 0.994413 0.963984 1.17711 1.75131 0.927353 0.921188 0.896583 0.780137 1.43264 0.758389 0.736552 0.723831
threshold=0 1 2 10.500000000000002 3 41.500000000000007 11.500000000000002 4 182.50000000000003 5 6 7 35.500000000000007 21.500000000000004 86.500000000000014 144.50000000000003 352.00000000000006 85.500000000000014 8 152.50000000000003 9 34.500000000000007 90.500000000000014 14.500000000000002 10 46.500000000000007 11 972430000.00000012 12 13
decision_type=9 9 9 10 9 10 10 9 10 9 9 9 10 8 8 10 10 10 9 10 9 8 8 10 9 10 9 8 9 1
left_child=11 7 6 18 12 23 10 -2 9 -7 -3 -1 -5 -13 -15 17 -17 25 27 20 21 -9 -23 -6 -12 26 -8 -4 -29 -20
right_child=1 2 3 4 5 8 15 19 -10 -11 24 13 -14 14 -16 16 -18 -19 29 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.392450857836792e-05 1.6802286925425848e-05 -0.00010209891116431891 -0.00091522683320114599 -0.00019888706203907702 0.00051188745421107743 2.0296837328324102e-05 -0.00067233392549397313 -0.0010269539120286097 0.001607368506399105 -0.00041603705939948556 0.00050757621412557798 -8.8063699679565845e-05 0.00012042948082694238 -0.0012128998249963986 -6.1680522789373524e-05 0.0046103990091893718 -0.00018594720767801221 -0.00034411036942255891 0.00029295309353088327 -0.0012484432136613322 -1.1541853728402885e-05 0.00049308670382593785 -0.00079611710746554823 6.7040936906721525e-05 1.6802477186672605e-06 0.00010000968120969844 -3.9717657038451648e-06 1.8281940798772213e-05 -0.00040086850771970718 -6.9077768428051919e-05
leaf_weight=110 123 100 26 81 67 110 133 72 44 119 133 103 70 51 54 30 39 80 109 59 133 26 31 295 129 121 218 108 107 56
leaf_count=110 123 100 26 81 67 110 133 72 44 119 133 103 70 51 54 30 39 80 109 59 133 26 31 295 129 121 218 108 107 56
internal_value=-0.00056501 -9.88593e-05 0.000484904 0.00159601 0.00289708 0.00374613 -0.000865191 -0.0029011 0.00080292 -0.000434783 0.00121212 -0.00425532 -0.000864198 -0.0060274 -0.00924528 -0.00209003 0.00257143 -0.00267631 -0.000884521 -0.00427711 -0.00334601 -0.00585714 -0.00103448 0.00606061 0.00263736 -0.00194503 -0.00289773 -0.00246032 -0.00175926 0.00147727
internal_weight=2937 2619 2175 1192 786 635 983 444 273 229 362 318 151 208 105 621 69 552 406 321 262 129 57 362 262 472 351 241 215 165
internal_count=2937 2619 2175 1192 786 635 983 444 273 229 362 318 151 208 105 621 69 552 406 321 262 129 57 362 262 472 351 241 215 165
cat_boundaries=0 3 20 22 24 26 49 51 52 53 54 55 56 57 58
cat_threshold=67125250 1574400 4096 16386 128 33554432 2623488 524290 134225920 0 0 0 671096848 0 128 0 268435456 67108864 0 1073745936 1057026 34 1 16404 0 12292 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 16777216 0 20484 24928 101408 450 452 150 140 2
is_linear=0
shrinkage=0.04


Tree=208
num_leaves=31
num_cat=17
split_feature=8 7 7 0 12 8 12 12 11 4 12 5 1 4 15 3 12 12 17 4 3 12 0 13 0 12 0 1 3 12
split_gain=2.36087 2.01746 1.39251 1.14859 1.2539 1.11235 1.39041 1.22263 0.857785 0.840659 0.788735 0.757661 0.99825 0.743311 0.671163 0.747708 0.675177 0.668582 1.0649 0.894203 0.644001 0.550343 1.0111 0.754741 0.707681 0.443162 0.426409 0.425138 0.420317 0.415577
threshold=0 1 2 44.07500000000001 3 4 5 6 7 355.00000000000006 8 1.5000000000000002 5.5000000000000009 1800.0000000000002 9 1998.5000000000002 10 11 12 5157000000.000001 2010.5000000000002 13 14.500000000000002 14 33.175000000000004 15 16.750000000000004 4.5000000000000009 1995.5000000000002 16
decision_type=9 9 9 10 9 9 9 9 9 8 9 8 10 8 9 8 9 9 9 8 8 9 10 9 10 9 10 10 10 9
left_child=3 10 -3 4 20 6 -4 14 -9 -10 27 -6 -13 -8 15 -7 -17 -11 -19 -20 -1 -15 -23 24 26 -25 -24 -2 -29 -21
right_child=1 2 5 -5 11 7 13 8 9 17 -12 12 -14 21 -16 16 -18 18 19 29 -22 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.00014226302448825835 0.0013073862898064449 0.0012477961743197952 -6.8960855435236119e-05 9.4536818962964736e-05 0.0019287656399523457 1.412602016554132e-05 -0.0001185034239713545 -0.00018600098284125011 -0.00071795433329334911 3.8800591750529634e-05 -0.0006875473513960628 7.7998396286531606e-05 -0.00011294657097241868 3.9520950115843336e-05 -3.6255635456186041e-05 -0.00044128774767912662 -9.5311730590097462e-05 -0.00029055384832581409 0.0015178963442587445 0.00017627509385125252 -3.7821613231230345e-05 -0.00012535642965197269 -2.2919925424531584e-05 5.3558982674317687e-06 5.1779772434557003e-06 3.6246898658554016e-05 -4.890134031665383e-05 -0.00013340574967507735 3.911992893669947e-05 -5.1991454746733722e-05
leaf_weight=36 25 100 145 55 25 26 32 159 40 157 101 128 26 122 210 104 130 134 26 122 121 65 38 132 66 168 32 87 31 322
leaf_count=36 25 100 145 55 25 26 32 159 40 157 101 128 26 122 210 104 130 134 26 122 121 65 38 132 66 168 32 87 31 322
internal_value=-0.00072151 -0.00116054 -0.000785989 0.0021393 0.00130564 -0.000999554 0.000197287 -0.00166551 -0.000823893 -0.000270936 -0.00454902 0.00347368 0.00258065 0.000990991 -0.0033264 -0.00472325 -0.00561702 2.62467e-05 -0.000585366 0.00033264 -0.00130952 0.0013141 0.000664063 0.001373 -0.00108844 0.00244373 -0.00394366 -0.00220779 -0.00336134 -8.98876e-05
internal_weight=2965 2574 2330 391 336 2230 800 1430 960 801 244 179 154 655 470 260 234 761 604 470 157 623 501 436 136 300 70 143 118 444
internal_count=2965 2574 2330 391 336 2230 800 1430 960 801 244 179 154 655 470 260 234 761 604 470 157 623 501 436 136 300 70 143 118 444
cat_boundaries=0 29 47 63 64 93 94 96 99 101 102 103 104 105 106 107 108 109
cat_threshold=16 8 4 0 65536 0 262144 0 1 0 0 131072 0 1049600 0 0 0 0 0 2048 256 0 0 0 0 268468224 0 0 128 2 0 8192 0 524320 134217792 0 0 0 536879136 0 320 0 0 0 0 1073741824 384 131073 17 0 0 0 0 0 8192 0 0 0 0 0 0 0 32 1253378 268435456 0 0 134217728 2147483648 0 0 0 0 32768 0 2052 0 0 0 4096 0 0 4096 0 0 0 20971520 0 0 0 0 0 524288 16704 238592 2 32800 0 524288 165890 32 67108864 164864 67125312 42 16812032 4 1187842 1048864
is_linear=0
shrinkage=0.04


Tree=209
num_leaves=31
num_cat=8
split_feature=11 8 12 12 0 8 3 4 1 2 2 2 0 2 2 3 9 2 0 2 2 3 11 2 2 0 2 15 3 3
split_gain=1.99061 1.666 1.61719 1.39493 1.36385 1.25276 1.49213 1.14314 1.11707 2.30177 1.43935 0.9814 0.935256 0.854267 1.93504 0.811846 0.793217 0.767445 0.756481 0.786687 1.38773 0.756079 0.747821 2.0166 0.714588 0.99934 0.706894 0.708451 1.69226 0.629448
threshold=0 1 2 3 26.500000000000004 4 2024.5000000000002 7085990000.000001 5.5000000000000009 7.5000000000000009 14.500000000000002 22.500000000000004 36.400000000000006 12.500000000000002 30.500000000000004 2012.5000000000002 5 1.5000000000000002 40.250000000000007 46.500000000000007 14.500000000000002 2001.5000000000002 6 21.500000000000004 103.50000000000001 44.07500000000001 50.500000000000007 7 1993.5000000000002 2007.5000000000002
decision_type=9 9 9 9 10 9 8 8 8 10 10 10 10 10 10 10 9 8 10 8 10 8 9 10 8 10 10 9 10 8
left_child=11 2 8 12 -4 6 -5 -8 9 -2 -10 -1 -3 -9 -15 16 29 -7 19 20 -6 -11 23 -19 26 -26 27 28 -24 -14
right_child=1 3 4 5 18 17 7 13 10 21 -12 -13 15 14 -16 -17 -18 22 -20 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.229140172609334e-05 0.0011765936393976872 -7.3174716174051474e-06 -0.00018730621271153324 0.00040465045566723034 0.00010667108754191191 -0.00037586607186000263 -7.4102408081344612e-05 0.0011378848453125557 -0.00047111532216405295 0.00090714240727194804 1.6353915540037179e-05 -0.0004447742229493912 0.0010395751244949736 -0.00021673368551144989 0.00045075478167987625 -0.00036657938457032916 -0.00054753919064694397 1.6468435370740055e-05 0.00010947564264903065 -1.1665690519642169e-05 0.0012713081854982989 -5.8910969452590223e-05 -1.8781902348763424e-06 -0.00070421745143942613 0.00027478655078656545 -0.0002652425869740327 -0.00012901481906020252 -1.2158635713035437e-05 0.0036828189082689635 -2.8333993535198944e-05
leaf_weight=54 42 264 28 28 67 55 31 71 40 25 38 59 26 26 49 36 131 71 44 56 46 162 126 74 176 46 181 759 36 120
leaf_count=54 42 264 28 28 67 55 31 71 40 25 38 59 26 26 49 36 131 71 44 56 46 162 126 74 176 46 181 759 36 120
internal_value=-0.000680593 -0.000460733 0.00150268 -0.00093224 0.00388889 -0.000356322 0.0025 0.00123596 -0.000440252 0.000956522 -0.00455696 -0.00564516 -0.00261905 0.00272109 -0.000263158 -0.00414013 -0.00338129 -0.0007557 0.00514019 0.00388235 0.00578947 -0.000957447 -0.000585034 -0.00320513 -0.000269663 0.00179372 -0.00068903 -0.000238612 0.00208092 -0.00101911
internal_weight=2967 2854 548 2306 241 1729 205 177 307 229 78 113 577 146 75 313 277 1524 213 169 113 187 1469 145 1324 222 1102 921 162 146
internal_count=2967 2854 548 2306 241 1729 205 177 307 229 78 113 577 146 75 313 277 1524 213 169 113 187 1469 145 1324 222 1102 921 162 146
cat_boundaries=0 3 33 35 37 66 68 70 71
cat_threshold=1 1573408 6144 268435472 2060 0 0 2147483648 0 262144 0 1 32768 0 2052 0 0 268435456 0 0 0 0 2048 2147483648 0 4194304 8 0 268451840 0 0 0 8192 67198978 32 1123328 2 0 0 0 0 65536 0 0 2147483648 0 0 0 0 0 0 0 4096 0 0 4096 8192 256 0 0 0 0 0 0 0 524288 0 18432 67158016 1024 2149580800
is_linear=0
shrinkage=0.04


Tree=210
num_leaves=31
num_cat=11
split_feature=0 8 12 2 4 2 2 0 12 4 4 4 11 8 12 0 9 11 2 2 0 9 6 12 2 2 0 0 2 2
split_gain=1.38081 1.44044 1.22466 1.20501 1.09095 1.0496 0.981672 1.52393 0.95321 2.39137 1.8952 2.47662 1.26124 1.34664 1.45422 1.5199 1.23156 1.29051 1.0279 1.0873 1.50007 1.02474 1.16357 2.00832 1.00682 1.01342 1.02384 1.05168 0.966022 0.904369
threshold=58.750000000000007 0 1 14.500000000000002 6670500000.000001 34.500000000000007 1.5000000000000002 16.750000000000004 2 111.00000000000001 1009900000.0000001 5595120000.000001 3 4 5 32.500000000000007 6 7 3.5000000000000004 36.500000000000007 38.57500000000001 8 9 10 89.500000000000014 55.500000000000007 16.750000000000004 14.500000000000002 119.00000000000001 55.500000000000007
decision_type=8 9 9 8 8 10 8 10 9 10 10 10 9 9 9 10 9 9 10 10 10 9 9 9 8 10 10 10 10 10
left_child=1 2 3 -1 -4 -5 7 -3 9 16 12 -12 29 14 -14 -16 17 -8 -19 20 -20 22 -15 24 25 26 27 -24 -25 -10
right_child=-2 6 4 5 -6 -7 8 -9 10 -11 11 -13 13 21 15 -17 -18 18 19 -21 -22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00037023812131643298 6.0839795913416593e-05 1.6393486085206632e-05 -0.0011520098515862287 0.000937173277200074 -0.00010707698712106862 -5.7172863295349433e-05 0.00010982673550024913 -0.00050562783745920824 -0.0006622894742780972 -0.00078849102807872391 0.0013239541152873357 -0.00013649782209206762 0.0010381214550645268 -0.00035134419998378519 -6.9509606099344977e-05 3.7777465285664389e-05 -0.00021732199798691455 -0.00054302915653337892 0.00017696668283555541 -6.32759029811325e-05 -8.5059080063025762e-05 9.0478916304768115e-05 5.0803528140619391e-06 4.7959860996797946e-05 -0.00040844258495646105 3.4779497853776319e-05 -1.0150700690303438e-05 -8.1596046466216884e-05 -0.00078071853473176138 2.0044199399222861e-05
leaf_weight=45 30 32 40 57 222 67 129 56 78 57 29 26 105 252 41 94 161 38 83 111 42 464 28 325 44 47 127 51 25 47
leaf_count=45 30 32 40 57 222 67 129 56 78 57 29 26 105 252 41 94 161 38 83 111 42 464 28 325 44 47 127 51 25 47
internal_value=-0.000656737 -0.000745554 -0.00285068 -0.000111111 -0.00454212 0.00192 -0.000367559 -0.00449438 -0.000216216 -0.00155063 0.00025641 0.0075 2.31348e-05 0.000334572 0.00302789 0.000136986 -0.000778761 0.000434783 -0.00112281 -0.000168776 0.00238095 -0.000160116 -0.000945055 -3.03951e-05 -0.0024026 -0.00149606 -0.00270531 -0.00625 0.00199446 -0.00367647
internal_weight=2953 2923 431 169 262 124 2492 88 2404 621 1783 55 1728 1603 240 135 564 403 274 236 125 1363 899 647 297 253 206 79 350 125
internal_count=2953 2923 431 169 262 124 2492 88 2404 621 1783 55 1728 1603 240 135 564 403 274 236 125 1363 899 647 297 253 206 79 350 125
cat_boundaries=0 30 31 33 36 57 58 60 63 65 66 67
cat_threshold=1073741824 0 0 0 0 0 0 2147483648 1 0 0 131072 64 512 0 4096 0 0 0 0 0 0 4194304 8 0 32768 4 0 524288 8192 57346 1056800 34 67125248 512 524288 16 12 0 134217728 0 0 0 0 0 32768 0 2048 0 0 0 0 0 0 4096 8192 384 16778562 0 14336 16388 0 524288 257 2068 324 16859456
is_linear=0
shrinkage=0.04


Tree=211
num_leaves=31
num_cat=10
split_feature=7 7 2 12 9 9 2 2 7 6 2 2 2 2 2 4 4 2 2 6 17 2 2 2 2 0 2 12 2 2
split_gain=2.54614 1.87577 1.76727 1.41414 1.48321 0.979105 1.26597 1.08113 0.822243 0.778714 1.25797 0.754015 0.7212 0.92596 0.706996 0.705858 0.986901 0.695032 1.18209 0.674322 0.807244 0.836481 0.785305 1.09615 0.66033 1.10177 1.01262 0.628418 1.18912 1.05668
threshold=0 1 74.500000000000014 2 3 4 272.00000000000006 28.500000000000004 5 6 14.500000000000002 69.500000000000014 10.500000000000002 4.5000000000000009 49.500000000000007 1050.0000000000002 12000.000000000002 30.500000000000004 23.500000000000004 7 8 2.5000000000000004 16.500000000000004 10.500000000000002 12.500000000000002 40.250000000000007 18.500000000000004 9 26.500000000000004 291.50000000000006
decision_type=9 9 10 9 9 9 10 8 9 9 8 10 10 10 10 8 8 10 10 9 9 8 8 10 10 10 10 9 10 8
left_child=-1 2 24 5 8 6 9 12 11 10 -3 -5 13 -7 -12 -10 -17 18 19 22 -21 -22 23 -18 -2 26 -26 28 -6 -29
right_child=1 3 -4 4 27 7 -8 -9 15 -11 14 -13 -14 -15 -16 16 17 -19 -20 20 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.00086924737360831732 -0.00016795793076859411 3.9336741306073011e-07 -0.00073737014073817166 -0.00017553113624614979 5.7543561415300819e-05 -0.00030873339159239068 -0.00014767101258215121 7.6387723239683676e-05 -0.00020218329609225094 1.9081593940626362e-05 0.0011305554385454642 0.00032696057667081391 -0.00023615726402724136 0.00028099220616049084 0.00028633327073496418 0.00063575483073890387 0.0004879207747390524 4.2741691098058258e-06 -0.00027648671712302784 1.8744033642725811e-05 5.0351682254223819e-05 -0.00016886094456840085 0.001093337029020809 -0.00018598226289306296 0.0012536587892028449 0.00017690432252646105 -0.00023732014994763518 -1.8965181120051966e-05 0.0015450646641414069 0.0020748651055640011
leaf_weight=117 159 34 52 145 77 36 37 108 66 446 44 27 52 43 28 37 81 373 76 106 46 218 54 47 25 26 88 181 43 29
leaf_count=117 159 34 52 145 77 36 37 108 66 446 44 27 52 43 28 37 81 373 76 106 46 218 54 47 25 26 88 181 43 29
internal_value=-4.82426e-05 -0.000300537 -0.00299169 9.81595e-05 -0.000593692 0.00143027 0.0023 -0.00072 -0.00121212 0.00282098 0.00581197 -0.00371585 -0.00318182 -0.00075 0.00931507 -0.000789238 -0.00053898 -0.000778443 -0.00158983 -0.000940325 -0.00188976 -0.00305455 0.00103627 -0.000620155 -0.00187291 0.000142857 -0.00157895 0.00175953 0.00396947 0.000361991
internal_weight=2901 2784 350 2434 1606 828 589 239 1276 552 106 172 131 79 72 1104 1038 1001 628 552 370 264 182 128 298 139 113 330 120 210
internal_count=2901 2784 350 2434 1606 828 589 239 1276 552 106 172 131 79 72 1104 1038 1001 628 552 370 264 182 128 298 139 113 330 120 210
cat_boundaries=0 17 35 36 38 40 51 52 53 54 55
cat_threshold=268435456 0 0 0 0 2 0 268443648 0 0 8192 0 0 268435456 0 0 16 131072 268435456 536870912 524800 524290 134225984 33554432 0 0 32 0 192 128 0 0 32 1073741952 384 84036704 0 14388 0 6176 0 0 0 0 32 0 131072 0 33554432 0 32 272 130 8 98560
is_linear=0
shrinkage=0.04


Tree=212
num_leaves=31
num_cat=5
split_feature=7 7 5 2 2 2 12 6 2 4 2 0 2 3 5 4 2 2 3 0 2 3 4 2 2 7 2 2 2 0
split_gain=3.36762 2.72228 1.80145 1.47229 2.10197 1.7316 1.39284 1.3349 1.77127 1.35848 1.06992 1.10515 0.997876 1.0982 0.916044 0.903587 0.839451 0.861136 0.819861 0.817055 0.851456 0.790897 0.761642 0.78217 1.35558 0.757869 1.47357 1.12838 1.8033 1.25381
threshold=0 1 2.5000000000000004 416.00000000000006 224.50000000000003 725.00000000000011 2 3 12.500000000000002 5544455000.000001 70.500000000000014 33.175000000000004 15.500000000000002 2002.5000000000002 1.5000000000000002 972430000.00000012 26.500000000000004 161.00000000000003 1997.5000000000002 42.710000000000008 1.5000000000000002 2002.5000000000002 7250450000.000001 8.5000000000000018 5.5000000000000009 4 84.500000000000014 13.500000000000002 31.500000000000004 16.750000000000004
decision_type=9 9 8 10 10 10 9 9 10 10 8 10 10 10 8 8 10 10 8 8 8 8 8 10 10 9 10 8 8 10
left_child=2 10 -1 4 6 -5 19 8 22 12 15 -12 -10 -14 -9 -2 -4 -18 -16 20 -3 -20 -8 24 -24 26 -23 29 -29 -27
right_child=1 3 16 5 -6 -7 7 14 9 -11 11 -13 13 -15 18 -17 17 -19 21 -21 -22 25 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.001668738253779516 -2.8788001565658305e-05 0.0002322412108778238 -0.00078310997343692182 0.0049574232706888566 -0.00019812199295312637 2.18236309017783e-05 0.00078039497431223734 -0.00012921225279704629 -0.00054271566278380596 0.00012526000314643681 0.00030670942093180998 -5.7828298728210824e-05 -0.0002065894563769888 -0.00077322573070933483 0.001620295022299736 0.00044717728965007811 -5.7767953966951784e-05 -0.00097120195191514826 -0.00034097999674383318 8.0267091658683406e-05 -4.1182786048743483e-05 -3.6263653561583455e-05 -5.7379208034689099e-05 -0.00053021226229098771 0.0012137486626387073 5.7402360526239705e-05 0.0013703167490027113 0.00011380604807559536 1.054432378808201e-05 -2.2994696692961724e-05
leaf_weight=26 30 26 79 32 52 44 38 116 27 38 26 84 131 54 30 202 62 34 30 41 472 246 117 40 27 32 37 208 325 257
leaf_count=26 30 26 79 32 52 44 38 116 27 38 26 84 131 54 30 202 62 34 30 41 472 246 117 40 27 32 37 208 325 257
internal_value=-0.0001417 0.000230797 -0.005 -0.000246812 -0.000426439 0.00519481 -0.000244222 0.000306122 -0.00149068 -0.0038247 0.00351275 0.00036036 -0.00507042 -0.00397849 0.000975232 0.00515021 -0.00670455 -0.00412371 0.00132075 -0.002 -0.00248497 0.00114437 0.00107623 0 0.00137931 0.00132007 -0.00047619 0.00192077 0.00303371 -6.89655e-05
internal_weight=2963 2762 201 2420 2344 76 2292 1753 472 250 342 110 212 185 1281 232 175 96 1165 539 498 1135 222 184 144 1105 283 822 533 289
internal_count=2963 2762 201 2420 2344 76 2292 1753 472 250 342 110 212 185 1281 232 175 96 1165 539 498 1135 222 184 144 1105 283 822 533 289
cat_boundaries=0 18 29 31 32 49
cat_threshold=131072 268435456 33554432 2097152 589824 134217728 0 272629760 0 0 8192 0 0 0 0 0 16 384 268435456 128 1610620928 8192 32 8192 0 536879104 33554432 268443680 32800 68182272 2 132 0 0 67108864 4 0 0 131072 0 0 0 0 256 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=213
num_leaves=31
num_cat=14
split_feature=7 8 12 12 0 7 12 8 0 11 12 17 3 6 1 4 3 0 3 0 4 6 1 0 1 7 12 0 0 3
split_gain=2.77869 2.09918 1.76856 1.5623 1.30973 1.13449 1.63998 1.25642 1.12439 0.94055 1.03646 1.57035 1.10996 0.938187 0.935775 0.911798 1.16727 1.40064 0.861576 0.820081 0.80618 0.801076 0.96111 0.91695 0.754873 1.23291 0.72129 1.03525 0.866044 0.735224
threshold=0 1 2 3 8.5000000000000018 4 5 6 44.07500000000001 7 8 9 2019.5000000000002 10 5.5000000000000009 6670500000.000001 1996.5000000000002 29.500000000000004 2016.5000000000002 15.500000000000002 625.00000000000011 11 3.5000000000000004 35.850000000000009 5.5000000000000009 12 13 40.250000000000007 40.250000000000007 2006.5000000000002
decision_type=9 9 9 9 10 9 9 9 10 9 9 9 10 9 8 8 10 10 10 10 8 9 10 10 10 9 9 10 10 8
left_child=2 3 24 -2 -3 6 19 14 -8 -9 13 20 18 -11 -7 -4 17 -17 21 -6 -12 22 -13 -23 25 -1 28 -28 29 -25
right_child=1 4 15 -5 5 7 8 9 -10 10 11 12 -14 -15 -16 16 -18 -19 -20 -21 -22 23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-7.2932951162130167e-06 4.285594558275818e-05 0.00016999853957273104 -0.00022117176510114689 -0.00012942814331371011 9.4163019583959342e-06 0.0001655529975779757 4.2065419610040065e-05 -0.00052295643712568568 -0.00021108119448904006 -0.0001111178169494309 -0.00016180948545013507 -0.00014307502791677251 -0.00057327683879250914 1.0957750419819946e-05 -0.00029099201773192363 0.0015017117621906096 -5.1844043545301588e-05 2.6895747477482246e-05 0.00096712593525111862 -6.8143450901914101e-05 -7.841387306953607e-05 -0.00059825180615732162 0.00010425879603410238 -0.00076123697394642426 -0.00015458749899572411 -0.00044661217361987584 8.1623963234989113e-05 -0.00020902348269018491 0.00011974985590779141 0.0002154596122166197
leaf_weight=110 102 39 35 178 47 140 229 104 27 224 26 38 36 145 68 29 32 135 31 66 239 28 279 31 50 236 83 38 34 88
leaf_count=110 102 39 35 178 47 140 229 104 27 224 26 38 36 145 68 29 32 135 31 66 239 28 279 31 50 236 83 38 34 88
internal_value=-0.000766621 -0.00012012 -0.00310345 -0.00329897 0.000331546 0.00018981 0.00215789 -0.000267803 0.00389513 -0.000696864 -0.000390684 0.00031185 0.00131994 -0.00215789 0.00255708 -0.000247934 0.000812183 0.00218182 0.00172043 -0.00177419 -0.00224638 0.0013871 0.0027439 -0.000127796 -0.00471744 -0.00414986 0.000581818 -0.00166667 0.00231707 0.000833333
internal_weight=2947 2320 627 280 2040 2001 369 1632 256 1424 1320 951 686 369 208 231 196 164 650 113 265 619 317 302 396 346 274 121 153 119
internal_count=2947 2320 627 280 2040 2001 369 1632 256 1424 1320 951 686 369 208 231 196 164 650 113 265 619 317 302 396 346 274 121 153 119
cat_boundaries=0 18 45 47 49 66 67 90 93 95 96 97 98 107 109
cat_threshold=0 0 537919488 524804 2 134217792 33554432 809500672 33556480 134225936 40960 192 268435472 0 0 32 4096 128 0 4 4 0 0 0 0 2147483648 1 0 0 0 0 0 0 0 0 0 0 0 2147484032 0 0 8 0 0 64 1123394 34 81984 32 1 128 1140850688 0 0 8192 0 131072 0 0 0 256 0 268435456 0 0 1073741824 68160832 268435456 0 0 0 2147483648 0 0 0 0 0 0 2048 10240 512 0 4096 0 0 0 2048 0 0 4194304 67125248 0 524288 17968160 2 56 268 90 0 0 537919488 4 0 64 0 0 2048 66 32
is_linear=0
shrinkage=0.04


Tree=214
num_leaves=31
num_cat=14
split_feature=7 12 8 4 4 7 3 12 12 11 6 4 8 6 4 3 1 3 4 3 3 3 5 4 1 12 3 12 13 7
split_gain=3.00736 2.26856 1.87085 1.71917 1.46607 1.26128 1.05404 1.82236 1.44202 1.16463 1.06829 1.07125 1.02254 1.00355 0.915379 0.910586 0.876042 0.766174 0.743361 0.733926 0.71389 0.558585 0.557662 0.539524 0.537942 0.592148 0.657722 0.531325 0.902817 0.503208
threshold=0 1 2 101.00000000000001 481.00000000000006 3 1980.5000000000002 4 5 6 7 1158870000.0000002 8 9 93035.500000000015 2012.5000000000002 5.5000000000000009 2020.5000000000002 16472860000.000002 2017.5000000000002 2002.5000000000002 2000.5000000000002 2.5000000000000004 12415638000.000002 1.5000000000000002 10 2003.5000000000002 11 12 13
decision_type=9 9 9 10 10 9 10 9 9 9 9 8 9 9 8 10 10 10 8 8 8 10 8 8 10 9 10 9 9 9
left_child=1 4 3 20 12 18 7 16 -8 23 11 -11 -1 14 -3 -10 29 -17 -4 -20 -2 -14 -22 -9 -16 26 -26 -12 -29 -7
right_child=2 13 5 -5 -6 6 8 9 15 10 27 -13 21 -15 24 17 -18 -19 19 -21 22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-2.092935887887393e-06 3.3767307416354698e-06 -0.00012535773304897191 0.0022496878243662621 0.00012128329530298742 -0.001471878289132249 3.0225239670045313e-06 -0.00025759306483070788 -0.00054385086380428051 -0.00011049678843235712 -0.000204337094063618 -4.7520641607761148e-05 0.0014379465855316909 -0.00018544409055515132 -0.00042921799116932394 -0.00017740355078977644 0.00066686834962251143 -1.0908941914848924e-05 -3.6800282262952066e-05 0.0019448940846810813 -2.3855500106364504e-05 -8.2666652061433871e-05 -6.8816819656021265e-05 -0.00045083455528313723 -0.00010209441363144834 -3.5585189909781435e-05 0.00013891785566482186 0.00016991714100807797 -9.0243073583522464e-05 4.3421983578042502e-05 0.00017060527601952201
leaf_weight=101 27 27 30 40 25 125 114 35 144 35 119 111 158 107 32 82 123 28 27 43 49 33 95 94 112 100 30 137 297 460
leaf_count=101 27 27 30 40 25 125 114 35 144 35 119 111 158 107 32 82 123 28 27 43 49 33 95 94 112 100 30 137 297 460
internal_value=-0.000584835 -0.00279891 0.00015274 -0.00333333 -0.00530488 0.00053598 0.000292428 0.000754717 -0.00162602 -0.000524434 0.000140845 0.00305732 -0.00464164 -0.000763723 0.000448718 0.000150943 0.00222531 0.00288288 0.00468468 0.0028169 -0.00523256 -0.00623762 -0.00634483 -0.00385714 0.00116364 0.0018107 0 -0.000673759 0 0.00290102
internal_weight=2940 725 2215 211 317 2004 1904 1536 368 828 699 146 292 408 301 254 708 110 100 70 171 191 144 129 274 242 142 553 434 585
internal_count=2940 725 2215 211 317 2004 1904 1536 368 828 699 146 292 408 301 254 708 110 100 70 171 191 144 129 274 242 142 553 434 585
cat_boundaries=0 18 19 49 63 64 65 68 69 92 93 94 96 97 109
cat_threshold=2 32 67371008 2623492 65538 134217792 0 272629760 67584 134217776 32 256 0 0 67108864 0 1073741952 384 68266016 0 4 4 0 0 0 262144 2147483648 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8 0 16384 64 0 0 8192 268435456 128 0 8192 0 0 0 8192 0 0 0 0 0 268435456 68267072 1125440 49152 1024 524288 336 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 20971520 408 132162 16777248 2 12 0 0 0 0 32 0 0 131072 0 0 0 128
is_linear=0
shrinkage=0.04


Tree=215
num_leaves=31
num_cat=14
split_feature=7 10 12 2 2 8 9 12 12 9 17 3 3 4 2 12 6 0 0 0 3 6 4 12 0 0 12 2 3 2
split_gain=2.65323 1.58685 1.52213 4.18307 1.31828 1.19133 1.99733 1.84768 1.69679 1.41836 1.87157 1.51857 1.38926 1.21996 1.07808 0.958812 1.18987 1.31549 1.25134 1.50968 0.915839 1.09112 1.52738 1.07688 0.909679 0.904896 1.08206 1.28924 1.14889 0.949725
threshold=0 1 2 17.500000000000004 9.5000000000000018 3 4 5 6 7 8 2005.5000000000002 2019.5000000000002 64507855000.000008 38.500000000000007 9 10 35.850000000000009 22.750000000000004 16.750000000000004 2009.5000000000002 11 950.00000000000011 12 37.250000000000007 48.175000000000004 13 291.50000000000006 2012.5000000000002 30.500000000000004
decision_type=9 9 9 10 8 9 9 9 9 9 9 8 8 8 8 9 9 8 10 10 10 9 10 9 10 10 9 10 10 8
left_child=2 5 3 -1 -3 6 7 13 20 10 -10 -12 -11 -2 -8 -13 18 -18 19 -17 21 22 -7 -23 -6 26 29 28 -28 -4
right_child=1 4 25 -5 24 8 14 -9 9 12 11 15 -14 -15 -16 16 17 -19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00036390387786173762 -0.0013167937714579736 -0.0001525403630257216 -0.00036232611414568796 0.0024305910759503746 0.0025139381432889253 0.0030654274361445032 -1.52542354923213e-05 -0.00028276819209679618 9.4317701015214083e-05 0.00027503613922952753 -0.00045228361438404363 -6.7120291129505466e-05 -0.00030365939492163821 0.0001032001328231047 0.0011598388629341016 3.8803571250412009e-06 -0.00062406966067669607 -3.9762075807914245e-07 0.00017567683544676528 -2.6158650759597891e-05 -0.00027538765895055659 0.00012546251069991854 -0.00019843501178698375 3.6929531540863539e-06 0.00040244239023532911 -0.00031604339701374329 -3.7313601373227813e-05 -0.00026365521270818706 -0.00069564565554806283 -1.9895146200070711e-05
leaf_weight=62 28 40 71 51 25 77 67 180 138 68 39 248 241 83 44 111 26 85 116 28 82 103 25 446 74 31 274 35 32 55
leaf_count=62 28 40 71 51 25 77 67 180 138 68 39 248 241 83 44 111 26 85 116 28 82 103 25 446 74 31 274 35 32 55
internal_value=-0.000730074 -0.0001174 -0.00305466 0.00112903 0.00386667 -0.000382903 -0.00232446 -0.00403974 5.42299e-05 -0.000936094 -2.49377e-05 -0.000933735 -0.0031875 0.000163934 0.00213115 -0.000455285 0.000848806 -0.00245902 0.00233083 -0.000142857 0.00153226 0.00205521 0.00566372 0.00125 0.0066 -0.00400786 -0.00363248 -0.00221591 -0.00143322 -0.00671533
internal_weight=2985 2374 611 113 139 2235 402 291 1833 1100 791 653 309 111 111 614 366 111 255 139 733 651 102 549 99 498 467 341 306 126
internal_count=2985 2374 611 113 139 2235 402 291 1833 1100 791 653 309 111 111 614 366 111 255 139 733 651 102 549 99 498 467 341 306 126
cat_boundaries=0 17 18 19 45 47 48 49 51 52 54 55 56 57 59
cat_threshold=2 17 1056768 2621444 2 0 0 805306368 33556480 536870944 0 0 0 0 0 32 4240 261 16812032 0 8 0 0 0 0 262144 2147483648 1 0 0 0 0 512 0 0 0 0 0 2048 128 524288 0 8 0 1073790976 0 14336 67313760 1076226 1073741824 14464 10 33024 32 456 192 8192 1187840 34
is_linear=0
shrinkage=0.04


Tree=216
num_leaves=31
num_cat=9
split_feature=7 0 8 12 4 2 2 3 2 4 2 9 12 2 0 2 2 3 2 12 2 9 12 0 2 17 2 2 2 3
split_gain=3.22226 2.08547 1.38532 1.42236 1.40125 1.51792 1.17137 1.15563 1.14659 1.35447 1.12651 1.07009 1.79471 1.67678 1.53477 1.42782 1.70849 0.94118 1.07506 1.10511 1.00581 0.881234 1.8983 0.910004 1.06167 0.766796 0.769056 1.15385 0.734487 0.724058
threshold=0 48.175000000000004 1 2 722615000.00000012 106.50000000000001 67.500000000000014 1988.5000000000002 151.50000000000003 10087555000.000002 104.50000000000001 3 4 73.500000000000014 42.710000000000008 41.500000000000007 78.500000000000014 2000.5000000000002 47.500000000000007 5 55.500000000000007 6 7 39.07500000000001 42.500000000000007 8 12.500000000000002 7.5000000000000009 24.500000000000004 2010.5000000000002
decision_type=9 8 9 9 8 8 10 8 10 8 8 9 9 8 10 10 10 8 10 9 10 9 9 10 8 9 10 10 10 10
left_child=1 21 3 10 -5 6 -6 -4 11 -10 -2 13 -13 17 -15 -14 -17 -9 19 -19 -20 -1 29 24 -24 26 27 -21 -25 -23
right_child=2 -3 7 4 5 -7 -8 8 9 -11 -12 12 15 14 -16 16 -18 18 20 25 -22 22 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00033376549317274849 1.1452018940332209e-05 -0.00024011013056025377 0.0031665638988452828 -0.0007805030101969379 0.00013405541370843822 0.001804817907025651 -0.00050743846523822352 -0.00069517278361626463 0.00079473767622957332 -0.00048118824853915498 -0.00063496434764196861 9.374306372350816e-05 -0.00023881320582653132 4.9150194941418594e-05 0.00097848782777653297 0.00077083453873925121 -0.00029204326876470789 -1.0843609580675206e-05 -0.00028456458908340923 -0.00014048351960717299 -5.5844671710048032e-07 5.0049956350761707e-05 -5.7493288449705914e-05 -0.00024112605983628299 -0.00047902689344994089 2.6473376093498757e-05 9.3614503569945388e-05 -0.00077960503095575006 0.00015611585576365882 -6.9283521898100278e-05
leaf_weight=155 81 34 27 39 189 93 25 26 35 97 31 211 282 168 25 25 28 177 54 48 92 203 40 38 29 544 40 29 47 27
leaf_count=155 81 34 27 39 189 93 25 26 35 97 31 211 282 168 25 25 28 177 54 48 92 203 40 38 29 544 40 29 47 27
internal_value=-0.000387755 -0.00304795 0.000269247 0.00221748 0.00347339 0.00448052 0.00260465 -0.000208442 -0.000329437 -0.00390977 -0.00162602 -5.71429e-05 -0.00150808 0.000609555 0.00402062 -0.0032948 0.00259259 -3.95648e-05 0.000162437 0.000715137 -0.0029932 -0.00248148 -0.00131646 -0.00460606 -0.00828571 0.00145833 -0.00140625 -0.00384615 -0.00209302 0.000995851
internal_weight=2939 573 2366 458 346 307 214 1908 1881 132 112 1749 546 1203 193 335 53 1010 984 838 146 539 384 154 69 661 117 77 85 230
internal_count=2939 573 2366 458 346 307 214 1908 1881 132 112 1749 546 1203 193 335 53 1010 984 838 146 539 384 154 69 661 117 77 85 230
cat_boundaries=0 18 41 42 44 45 46 48 50 51
cat_threshold=131074 128 1048576 526848 524288 2 0 272629760 33556480 32 32 256 128 0 0 32 1073746048 384 1073741840 2052 0 0 2147483648 1 0 0 0 0 0 131072 8192 1049088 0 4096 0 0 0 0 256 0 4194304 67182656 1073741824 26624 67110978 41216 0 28816 16949282 32 24
is_linear=0
shrinkage=0.04


Tree=217
num_leaves=31
num_cat=9
split_feature=11 9 14 4 12 4 2 4 11 6 2 2 2 2 12 2 2 2 12 2 3 2 2 2 2 2 2 16 3 2
split_gain=1.54012 1.68597 0.753499 1.39624 0.894289 0.983209 1.11828 0.796431 0.740995 1.73354 1.13418 1.08593 1.05572 0.786796 2.03352 1.09168 1.15489 0.950233 0.907719 2.35561 0.778343 0.724333 0.720907 0.650368 0.64828 0.627863 0.589133 0.88611 0.690689 1.09777
threshold=0 1 2 237200.00000000003 3 2091500000.0000002 22.500000000000004 2188290000.0000005 4 5 151.50000000000003 129.50000000000003 37.500000000000007 36.500000000000007 6 41.500000000000007 88.500000000000014 26.500000000000004 7 10.500000000000002 2003.5000000000002 352.00000000000006 15.500000000000002 47.500000000000007 48.500000000000007 29.500000000000004 69.500000000000014 8 2007.5000000000002 41.500000000000007
decision_type=9 9 9 10 9 10 8 10 9 9 8 10 10 10 9 10 10 10 9 10 10 8 10 8 10 8 10 1 10 10
left_child=-1 -2 3 8 5 6 -4 -6 9 12 11 13 22 17 15 -15 24 18 19 -10 -19 -8 -3 -7 -17 -11 28 -28 29 -16
right_child=1 2 4 -5 7 23 21 -9 10 25 -12 -13 -14 14 26 16 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00020780068558607924 0.00048555280883377349 0.00051969615207966054 -0.00048828133778073385 -0.0010024023692521667 -1.0393267455697241e-05 0.0012865292869695111 0.0017524351379605463 -0.00028768418043910058 -4.7088443732050677e-05 1.614287622899724e-05 -0.00014863025357328752 0.0039890366484475947 0.00071805335395822565 -0.00020946112139611729 -3.2233677811177586e-06 0.0022742243416531949 -9.5919808002342674e-05 1.6874736795813306e-06 -2.3536309650005194e-05 0.0019395906218434079 0.0013535492144602656 8.1496030384364818e-05 -5.0577484146607787e-05 0.0001255302427614069 5.8867735684557941e-05 -0.00014327080646911127 1.2935774702356184e-05 -0.00023914359545329944 7.9990414291906118e-05 -0.00034609464905109631
leaf_weight=102 154 49 45 39 189 42 45 29 67 58 113 30 35 34 40 27 44 133 982 41 38 96 30 38 107 62 67 62 28 127
leaf_count=102 154 49 45 39 189 42 45 29 67 58 113 30 35 34 40 27 44 133 982 41 38 96 30 38 107 62 67 62 28 127
internal_value=-0.000724441 -0.000538085 -0.00077548 -0.00108813 0.000646465 0.00216606 0.000641711 -0.00122271 -0.000956322 0.00114286 -0.00120964 -0.000973742 0.00448 -0.00110122 -0.00238361 0.000717489 0.00201117 -0.000554675 -0.000989918 0.00235294 0.0022093 0.00239437 0.00225 0.00592593 0.00385185 -0.0021374 -0.00429851 -0.00230769 -0.00581633 -0.00678571
internal_weight=2953 2851 2697 2213 484 266 186 218 2174 234 1940 1827 114 1797 536 212 178 1261 1090 108 171 141 79 80 134 120 324 129 195 167
internal_count=2953 2851 2697 2213 484 266 186 218 2174 234 1940 1827 114 1797 536 212 178 1261 1090 108 171 141 79 80 134 120 324 129 195 167
cat_boundaries=0 2 4 5 6 9 10 11 12 13
cat_threshold=67108865 590368 1073873280 128 139280 123202 2147532800 0 524288 138 84059424 68159488 2
is_linear=0
shrinkage=0.04


Tree=218
num_leaves=31
num_cat=10
split_feature=7 8 7 4 0 2 8 12 0 0 3 7 12 2 2 1 5 12 13 1 3 2 0 12 2 2 1 4 2 1
split_gain=3.72471 2.2762 1.95427 1.54546 1.67105 1.41305 1.365 2.12464 1.61337 1.18673 1.13355 0.995676 1.86348 1.17832 1.23885 1.18292 1.12668 1.11166 1.79734 1.59442 0.987695 0.95888 0.922001 1.12448 1.95098 1.66399 1.21446 1.13483 0.885241 0.865594
threshold=0 1 2 3681544000.0000005 40.250000000000007 58.500000000000007 3 4 35.850000000000009 35.250000000000007 2010.5000000000002 5 6 203.50000000000003 416.00000000000006 5.5000000000000009 1.5000000000000002 7 8 5.5000000000000009 2010.5000000000002 4.5000000000000009 35.250000000000007 9 12.500000000000002 7.5000000000000009 5.5000000000000009 18214475000.000004 17.500000000000004 5.5000000000000009
decision_type=9 9 9 8 10 10 9 9 10 10 8 9 9 10 10 8 10 9 9 8 10 10 8 9 10 8 8 8 10 10
left_child=5 -2 3 -3 -5 9 7 8 -4 -1 -7 12 -8 16 -15 -16 17 18 19 -13 22 -20 -19 25 27 -24 -26 -25 -11 -22
right_child=1 2 6 4 -6 10 11 -9 -10 28 -12 13 -14 14 15 -17 -18 20 21 -21 29 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=1.0802485671064232e-05 -0.00037069697573734574 0.0018629054553179003 -8.4103198109630742e-05 0.0006464719393211027 -0.00013366425395400228 -0.00011365434669222908 3.1631628641193289e-05 0.00016438911286982717 5.9550847896616688e-06 -0.00072758962645345091 -0.0011179550384880698 -0.00014773255674576546 -1.5825375019034027e-05 -0.000598400358896285 -0.00098046619168638219 0.0016297709104502189 -0.0004977046773620231 -5.0804694192372324e-05 -0.0006240562920307724 -0.00052502281901595899 -0.00031884703027138531 0.00010167433604706844 -0.0017604542561363346 -5.8821490831633128e-05 4.8068715743596615e-05 6.6213602130780198e-05 -0.000910794076264807 0.0012398926372004838 -1.2950591690383817e-05 0.00041504748804985784
leaf_weight=53 111 36 59 125 90 25 114 235 189 146 56 139 245 29 30 25 60 250 28 37 105 91 30 46 154 88 47 177 65 26
leaf_count=53 111 36 59 125 90 25 114 235 189 146 56 139 245 29 30 25 60 250 28 37 105 91 30 46 154 88 47 177 65 26
internal_value=-0.000940934 -0.00040357 -0.000137875 0.00312977 0.00194444 -0.00477528 -0.000523702 0.00133603 -0.00123552 -0.0034717 -0.0095122 -0.00105081 0.000810811 -0.00154406 -0.00611765 -0.0025 -0.00125098 -0.000984413 -0.0030719 -0.0055615 -0.000278373 0.000769231 0.000252207 0.00117864 0.00211494 -0.00217054 -0.000693069 0.00473214 -0.00481132 -0.00348485
internal_weight=2911 2566 2455 251 215 345 2204 483 248 264 81 1721 359 1362 84 55 1278 1218 295 176 923 119 792 542 424 118 201 223 211 131
internal_count=2911 2566 2455 251 215 345 2204 483 248 264 81 1721 359 1362 84 55 1278 1218 295 176 923 119 792 542 424 118 201 223 211 131
cat_boundaries=0 18 48 65 94 95 109 110 111 112 113
cat_threshold=16384 128 1048576 2097664 2 134217792 0 541065216 33554432 0 0 128 16 0 0 32 0 384 1073741824 10 4 0 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 0 0 0 8192 268435456 1 0 8192 32 0 4194304 8192 0 134225936 0 64 0 0 0 0 1073746048 268435472 0 0 0 0 1 262144 0 0 0 0 2048 2048 0 0 0 0 0 4096 0 384 0 4194304 8 0 268435456 0 0 524288 67184674 0 0 1140850688 2048 0 0 0 131072 2048 0 0 256 0 268435456 16973858 204864 10 51200
is_linear=0
shrinkage=0.04


Tree=219
num_leaves=31
num_cat=16
split_feature=7 8 8 12 3 5 17 7 4 12 13 8 18 3 3 3 4 6 4 13 12 7 4 7 5 3 3 12 3 5
split_gain=3.09945 2.90255 1.52019 1.31909 2.34739 2.34906 1.24123 2.20929 1.86348 1.08247 1.03654 1.00337 0.992942 1.04221 0.946011 0.905278 0.702803 0.655591 1.0176 0.794353 0.902625 1.43286 0.605931 0.594375 0.508788 0.656554 0.555146 0.436581 0.39213 0.365876
threshold=0 1 2 3 2008.5000000000002 inf 4 5 3023950000.0000005 6 7 8 9 2004.5000000000002 2018.5000000000002 1995.5000000000002 33.000000000000007 10 1950.0000000000002 11 12 13 1972110000.0000002 14 1.5000000000000002 2015.5000000000002 2001.5000000000002 15 1996.5000000000002 9.0000000000000018
decision_type=9 9 9 9 10 8 9 9 10 9 9 9 9 10 8 10 10 9 8 9 9 9 8 9 10 8 10 9 10 8
left_child=22 24 10 4 5 -4 29 15 9 11 -3 -9 -13 -14 -11 16 -8 18 -16 20 -20 -22 -1 -7 25 26 -2 28 -24 -5
right_child=1 2 3 6 -6 23 7 8 -10 14 -12 12 13 -15 17 -17 -18 -19 19 -21 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.7433352832703127e-06 -0.00011787048507205356 1.1119590827028958e-05 0.00059213820363666512 -0.00087548023042060663 0.00069387739366760575 4.6308966167885051e-06 0.0021852875557547692 3.3612956602446788e-05 -0.0012129048742131943 -6.2140077409118528e-05 0.00046802691758848883 0.00089390987619054842 -0.00037276192448853606 5.1294613879413476e-05 -0.00016987259239499509 -0.00033851243136460594 2.6129438002122642e-05 0.00012802148534078129 0.0001148363183527934 4.4455192466230643e-05 1.1804970749444976e-05 -0.00020895645245584405 -4.3333555907310029e-06 -6.7529734852449504e-05 -1.7192336519471496e-05 -0.00036604583183585504 1.865998123619761e-05 -0.00020976093503314531 -0.000622558790355825 -0.00012412299853750141
leaf_weight=48 26 100 54 55 47 115 49 118 27 218 114 25 186 48 40 25 28 235 142 202 112 152 72 230 34 126 31 182 29 73
leaf_count=48 26 100 54 55 47 115 49 118 27 218 114 25 186 48 40 25 28 235 142 202 112 152 72 230 34 126 31 182 29 73
internal_value=-0.000455163 1.52497e-05 0.00042394 0.000100365 0.00201313 0.00105 -0.000400916 -8.65266e-05 -0.000488127 -0.000297498 0.00355556 -0.0021134 -0.00348148 -0.00442553 0.000341727 0.00530973 0.00794872 0.000927602 0.000242792 0.000656814 -0.000383693 -0.00174545 -0.00403509 -0.00017341 -0.00429825 -0.00532609 -0.00172414 -0.00485915 -0.00196429 -0.00402878
internal_weight=2943 2612 2395 2181 446 399 1735 1607 1505 1478 214 377 259 234 1101 102 77 883 648 608 406 264 331 345 217 183 57 283 101 128
internal_count=2943 2612 2395 2181 446 399 1735 1607 1505 1478 214 377 259 234 1101 102 77 883 648 608 406 264 331 345 217 183 57 283 101 128
cat_boundaries=0 18 48 71 72 73 80 82 83 106 107 108 109 111 119 136 137
cat_threshold=0 268435456 536870912 788480 0 134217794 0 536870912 0 8240 8224 64 268435456 0 67108864 32 128 384 0 4 0 0 0 0 0 2147483648 1 0 0 0 64 0 0 0 0 0 33558528 0 0 0 0 8 0 1073774592 4 0 0 8192 268435456 2048 0 134217728 0 1 0 0 0 32768 0 0 0 1048576 0 4096 0 0 0 10240 0 0 4194304 83968000 2 131072 17 0 2097152 34 0 33554432 34848 2 12 0 0 0 0 0 0 262144 0 0 0 0 4 8192 0 0 0 0 0 0 0 0 0 16777216 4 282 10 256 32 0 0 0 0 0 0 131072 131072 0 0 0 0 0 0 0 131072 65536 0 0 0 0 0 0 0 4096 1049634
is_linear=0
shrinkage=0.04


Tree=220
num_leaves=31
num_cat=18
split_feature=7 12 9 8 7 12 4 6 6 4 9 4 4 12 5 12 1 18 7 12 4 1 7 13 12 15 4 1 1 5
split_gain=2.26898 3.32355 2.57826 1.84752 1.66301 1.63078 1.2807 1.26219 1.16397 1.43087 1.11844 2.25642 1.11184 1.10976 1.04011 0.849966 0.820869 1.15439 0.753511 0.665579 0.648048 0.560085 0.550874 0.531825 1.41426 0.434598 0.359455 0.322757 0.301544 0.233745
threshold=0 1 2 3 4 5 1050.0000000000002 6 7 14469800500.000002 8 5081865000.000001 4683340000.000001 9 4.5000000000000009 10 4.5000000000000009 11 12 13 12415638000.000002 5.5000000000000009 14 15 16 17 33.000000000000007 5.5000000000000009 5.5000000000000009 1.0000000180025095e-35
decision_type=9 9 9 9 9 9 10 9 9 8 9 8 10 9 8 9 10 9 9 9 8 8 9 9 9 9 10 10 8 10
left_child=1 25 21 13 15 8 18 16 9 -6 26 -12 -8 29 -9 20 17 -7 -4 -18 -5 -3 23 -20 -25 -1 27 -10 -13 -2
right_child=3 2 6 4 5 7 12 14 10 -11 11 28 -14 -15 -16 -17 19 -19 22 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-9.4875866020061045e-05 -9.7516728550175463e-05 -0.00016418558051690014 1.0709947179776692e-07 -0.00064706993428305989 -0.00014077832025922277 -0.00042292864792003114 0.0013865753187770481 -0.00028144899415316615 -3.0809039150518916e-05 0.00024102390767289706 0.0014607044284529992 -9.3486425237401246e-05 0.00052411079347450598 -0.0003209796378927976 7.4233463027795216e-05 -0.00037503704953021358 -0.0001767641508028106 -0.00058109529566237935 0.00014055377741136965 -2.06949152935465e-05 7.4644957458893662e-05 -1.2204536313902282e-05 0.00039134808311224844 1.6946847344705418e-05 -4.1360420060669866e-05 -6.0028608104545353e-06 -0.00034134545694580965 -0.00071144111575257793 0.00074446395131438697 4.6903327259641967e-05
leaf_weight=163 79 63 146 36 48 25 33 48 178 239 39 107 25 190 198 138 127 40 116 137 78 53 145 110 105 162 44 37 31 39
leaf_count=163 79 63 146 36 48 25 33 48 178 239 39 107 25 190 198 138 127 40 116 137 78 53 145 110 105 162 44 37 31 39
internal_value=-0.000624161 0.000795053 0.00218092 -0.00147673 -0.000896861 -0.000305577 0.0031259 -0.00187713 0.000953678 0.00288591 -0.000357942 0.00202128 0.00881356 -0.00426332 0.000311284 -0.00380228 -0.00347059 -0.00757576 0.00263242 -0.00256604 -0.00096 -0.00314961 0.00336756 0.0022807 0.000973451 -0.00255952 -0.002 -0.00138889 -0.00028777 -0.000930233
internal_weight=2979 1121 796 1858 1550 1298 680 575 723 287 436 177 58 308 246 252 329 65 622 264 114 116 476 331 215 325 259 215 138 118
internal_count=2979 1121 796 1858 1550 1298 680 575 723 287 436 177 58 308 246 252 329 65 622 264 114 116 476 331 215 325 259 215 138 118
cat_boundaries=0 17 19 21 51 68 70 71 72 74 76 77 78 88 89 97 98 99 100
cat_threshold=268435459 129 1610620928 10756 34 134217728 131072 268574720 33556480 134217728 0 0 16 268435456 0 0 128 68158720 34 1 24592 16 12 4 0 0 0 262144 0 1 0 0 0 8192 1048576 0 0 0 0 0 2048 256 0 4194304 0 0 0 4 0 0 12288 131072 0 0 524288 524288 2 0 0 0 536870960 8224 384 0 0 0 0 1073741840 1115394 34 204 76 0 6272 106560 32 42274 4 0 0 1610620928 4 32 0 0 0 2048 134217728 67280896 0 0 0 2048 0 0 131072 131072 4 16973920 67108864
is_linear=0
shrinkage=0.04


Tree=221
num_leaves=31
num_cat=13
split_feature=8 12 3 0 12 0 8 12 12 1 9 18 0 0 11 0 6 0 12 17 0 3 6 1 0 5 1 0 5 0
split_gain=1.91002 2.15461 1.58623 1.14673 1.10923 1.4721 1.0074 1.8138 1.48529 1.52055 1.4645 1.33718 1.48923 1.13663 1.38943 0.980313 1.49408 2.01439 1.57481 1.57236 1.34347 0.950118 0.860261 0.793898 0.702966 0.649802 0.632913 0.622081 0.621172 0.593339
threshold=0 1 2020.5000000000002 22.250000000000004 2 31.500000000000004 3 4 5 1.5000000000000002 6 7 40.250000000000007 15.500000000000002 8 9.5000000000000018 9 35.250000000000007 10 11 18.500000000000004 2002.5000000000002 12 5.5000000000000009 42.250000000000007 3.5000000000000004 5.5000000000000009 38.57500000000001 1.0000000180025095e-35 40.250000000000007
decision_type=9 9 8 10 9 10 9 9 9 10 9 9 10 10 9 8 9 8 9 9 10 10 9 10 10 8 10 8 10 10
left_child=1 3 -3 -1 5 -4 7 -2 9 -8 15 -12 27 -11 -15 -10 18 -18 20 -19 26 23 -21 -22 -16 -20 -17 -13 -24 -5
right_child=6 2 4 29 -6 -7 8 -9 10 13 11 12 -14 14 24 16 17 19 25 22 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019868701109544419 -1.295348255592188e-05 -0.00012959126073738502 7.0151560978786169e-05 -4.8082097080666129e-05 0.00023039005521241051 -7.9922349202448125e-05 -0.0010739094227912816 0.00023764365782199095 -0.0001241054573323197 1.439771385228994e-05 0.0017837671603092176 -1.0762850067429498e-05 -0.00035404823845471613 -0.00023728987746892471 0.00025453009431064544 4.884667734508241e-06 -0.0010305021124395709 -0.001012544424235351 7.1037706734138338e-05 -0.00025107491185188735 -0.00013328993001447743 0.00019090408044252882 9.725078842137691e-05 -0.00015254229471182157 -9.9596856453452185e-05 2.3887388995298409e-05 3.2519118495173416e-05 0.00043511400165421323 -0.0011628422773887692 -0.00057932963146988925
leaf_weight=37 118 39 51 152 109 69 48 143 74 85 80 96 66 169 74 86 30 104 50 119 160 34 257 37 28 344 27 255 26 25
leaf_count=37 118 39 51 152 109 69 48 143 74 85 80 96 66 169 74 86 30 104 50 119 160 34 257 37 28 344 27 255 26 25
internal_value=-0.000320748 -0.00259635 -0.000143369 -0.00551111 0.00113043 -0.00152672 0.000126934 0.00242647 -0.000150442 -0.00231325 0.000334052 0.00216535 0.00129187 -0.00145658 -0.00272059 -0.000353201 -9.41176e-05 -0.0016819 0.00106809 -0.00110454 -0.000901408 -0.00267241 9.68523e-05 -0.00373737 0.00106195 0.00276543 0.00263158 0.00232955 0.00129252 -0.00438202
internal_weight=2992 482 268 214 229 120 2510 261 2249 404 1845 497 417 356 271 1348 1274 536 738 506 344 231 402 197 102 394 113 351 283 177
internal_count=2992 482 268 214 229 120 2510 261 2249 404 1845 497 417 356 271 1348 1274 536 738 506 344 231 402 197 102 394 113 351 283 177
cat_boundaries=0 30 31 33 59 60 61 63 64 65 66 67 68 69
cat_threshold=268435456 0 0 134217728 0 0 0 2147483648 1 0 0 0 10304 1048576 268435456 0 0 0 33554432 2 2147483776 0 4194304 8 0 1073741824 64 0 524288 4096 67307554 49408 32 0 1050626 0 0 0 0 0 0 0 0 0 2052 0 0 0 0 0 0 0 2048 256 0 0 0 0 16384 98338 1181760 129 14480 4 16420 266 16786690 35 4
is_linear=0
shrinkage=0.04


Tree=222
num_leaves=31
num_cat=12
split_feature=7 12 10 7 9 4 17 0 4 12 0 0 7 17 0 6 4 0 0 9 1 3 3 12 0 3 0 0 3 0
split_gain=2.29554 1.62944 1.37981 1.86666 2.64626 1.40653 1.33879 1.17899 1.12877 1.04038 1.0115 0.933488 1.36288 0.893983 1.49933 0.876562 1.02242 0.861934 0.771688 0.722006 0.660059 0.622231 0.622231 0.586071 0.871221 0.796136 0.545632 0.51998 0.509337 0.487817
threshold=0 1 2 3 4 215.00000000000003 5 43.675000000000004 208770000.00000003 6 36.400000000000006 44.07500000000001 7 8 42.710000000000008 9 86.000000000000014 18.500000000000004 21.500000000000004 10 5.5000000000000009 2021.5000000000002 1990.5000000000002 11 33.175000000000004 1997.5000000000002 35.600000000000009 50.425000000000004 2010.5000000000002 35.850000000000009
decision_type=9 9 9 9 9 10 9 10 10 9 8 10 9 9 10 9 10 10 10 9 8 8 10 9 10 10 10 10 10 10
left_child=1 11 -2 5 7 17 10 8 9 18 -6 12 20 14 -3 -8 28 -4 -5 -11 -1 -9 -21 26 -25 -26 -20 -13 -17 -19
right_child=2 13 3 4 6 -7 15 21 -10 19 -12 27 -14 -15 -16 16 -18 29 23 22 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=5.7152940787972283e-05 -0.00048372885312787163 -1.974329329499369e-06 -2.8674172200027214e-05 -3.9504921252486726e-06 -4.9353212196550092e-05 -0.00068377523963921046 -0.00012565438639512651 -1.9980073629568553e-05 -0.0009260885821651499 6.1424803884335687e-06 0.00070298104792893674 4.4944885943252186e-05 -0.0005565415787224026 3.6062333574591324e-05 -9.3175298214447373e-05 -4.8196175906767277e-06 0.0020918023268470523 0.0024100585781346951 0.00039836747530124227 -3.9299859292896147e-06 -0.00024144328025421657 0.00016015858311241971 -0.0004122111181508359 -7.0442125615386434e-05 -0.00027205051828090634 8.321340667741595e-05 -0.00013431220828426406 -0.00016257846971129197 0.0022887867525972182 0.00092140625538085887
leaf_weight=68 131 86 31 254 27 32 127 25 27 504 176 50 155 186 34 132 30 29 43 77 35 77 25 26 125 38 212 25 31 113
leaf_count=68 131 86 31 254 27 32 127 25 27 504 176 50 155 186 34 132 30 29 43 77 35 77 25 26 125 38 212 25 31 113
internal_value=-0.000579809 -0.00267692 1.73686e-05 0.000267035 -0.000122013 0.0037963 0.00228464 -0.00101108 -0.00133634 -0.00116475 0.00476636 -0.00459302 -0.00586873 -0.000504732 -0.00305344 0.00060423 0.0022549 0.0054023 -0.00220028 6.48298e-05 -0.00157895 0.0031068 -0.00283186 -0.00323596 -0.0049 -0.00402439 -0.00172932 -0.000789474 0.00109756 0.00671329
internal_weight=2931 639 2292 2161 1956 205 523 1433 1331 1304 203 333 258 306 120 320 193 173 698 606 103 102 102 444 189 163 255 75 163 142
internal_count=2931 639 2292 2161 1956 205 523 1433 1331 1304 203 333 258 306 120 320 193 173 698 606 103 102 102 444 189 163 255 75 163 142
cat_boundaries=0 18 19 20 34 36 37 39 56 57 58 60 62
cat_threshold=147458 128 34873344 2621952 2 64 33554432 272629760 33556480 48 8192 64 268435456 0 0 32 4224 384 1270786 5 1 0 67108864 10240 0 0 0 536879104 0 0 32 128 144 268435456 257 10276 56 67150114 34 2 0 8192 0 0 0 0 0 2048 0 0 0 0 0 0 0 4224 44 260 0 2048 258 34
is_linear=0
shrinkage=0.04


Tree=223
num_leaves=31
num_cat=12
split_feature=8 7 0 7 8 4 12 8 13 8 5 3 5 8 1 4 0 0 12 5 9 5 0 1 13 1 4 0 3 1
split_gain=2.27182 1.96087 1.96597 1.38765 1.62536 0.911412 0.902817 1.64624 1.40134 1.60053 1.31324 1.28543 1.59448 1.05232 1.02987 0.87764 0.893218 0.876483 0.859986 1.03467 0.777104 0.749477 0.735969 0.679983 0.673886 0.642462 0.620334 0.524558 0.522666 0.512217
threshold=0 1 39.07500000000001 2 3 8747595000.0000019 4 5 6 7 4.5000000000000009 2007.5000000000002 5.5000000000000009 8 5.5000000000000009 15.000000000000002 15.500000000000002 32.500000000000007 9 9.0000000000000018 10 2.5000000000000004 39.07500000000001 1.5000000000000002 11 5.5000000000000009 86.000000000000014 14.500000000000002 1998.5000000000002 5.5000000000000009
decision_type=9 9 10 9 9 8 9 9 9 9 8 10 8 9 10 10 8 10 9 8 9 8 10 10 9 8 10 10 10 10
left_child=21 2 -2 -3 5 -5 8 26 9 14 -10 12 -11 28 22 16 -12 -18 19 -15 23 -1 -6 -20 -21 -7 -8 -26 -9 -4
right_child=1 3 29 4 6 25 7 13 10 11 15 -13 -14 18 -16 -17 17 -19 20 24 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00088539705187876908 0.0025323348626752561 -0.0001393005083776444 2.7155193890990858e-05 -0.00036363636151605762 1.9673701403988275e-05 0.00036075353840704595 -0.00013819330300329113 1.9443570016974831e-05 0.00033865410784429174 3.6007668384563377e-05 -9.0082211860860191e-05 0.00023817599184358329 -0.00040245962419501071 -0.0002460708994901495 -3.9347000906495569e-05 -8.6753078841823601e-05 0.0001588023692804441 6.5645852379070388e-05 0.0011452376237294005 -4.7941683871215449e-05 -0.00083231316240251374 -0.00014806884833355128 0.0011275150071951856 -1.6111096151476547e-05 -0.00032015396351425807 5.9647838473679831e-05 1.2293985743845327e-05 9.6734879956628111e-05 0.0012386760366285188 0.0025496784961645601
leaf_weight=27 39 209 161 29 146 52 206 75 39 76 38 44 176 92 50 27 40 162 31 200 111 186 27 225 31 51 26 318 25 25
leaf_count=27 39 209 161 29 146 52 206 75 39 76 38 44 176 92 50 27 40 162 31 200 111 186 27 225 31 51 26 318 25 25
internal_value=-0.000502547 -0.000182349 0.00330508 -0.000508542 -0.000216638 0.00391608 -0.000487132 -0.00112509 0.000550239 -0.000716981 0.00264984 -0.00260586 -0.00379447 -0.000464701 0.00179487 0.00171642 0.00248963 0.0035468 -0.000863592 3.06748e-05 -0.00238095 -0.004375 0.00333333 -0.00104869 0.000690909 0.00596154 -0.00411523 0.00172222 0.00324324 0.00171123
internal_weight=2944 2731 225 2506 2297 132 2165 1340 825 519 306 296 252 1108 223 267 240 202 1008 641 367 213 173 256 549 103 232 349 100 186
internal_count=2944 2731 225 2506 2297 132 2165 1340 825 519 306 296 252 1108 223 267 240 202 1008 641 367 213 173 256 549 103 232 349 100 186
cat_boundaries=0 30 44 62 89 90 114 115 138 167 169 171 172
cat_threshold=1073741824 0 0 0 8192 0 0 2147483648 1 0 0 33554688 64 1048576 0 0 0 0 0 0 0 0 4194304 0 0 1073774592 0 0 128 8192 268451840 1 8192 0 34 8256 0 8192 0 134217728 0 128 0 268435456 2 16 0 2621444 0 134217728 33554432 268435456 0 16 0 0 0 0 0 0 128 128 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 512 0 4096 0 0 0 10240 0 0 0 0 0 0 4 68372544 0 4 0 0 0 1 0 0 0 0 0 131076 2048 0 0 0 0 0 0 0 384 0 0 8 10 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 384 0 16777216 16 8 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 33554432 0 0 0 0 0 0 16384 0 0 524288 41218 2 1 6144 4
is_linear=0
shrinkage=0.04


Tree=224
num_leaves=31
num_cat=11
split_feature=7 8 7 11 8 9 17 0 1 0 7 13 6 5 0 3 0 0 8 0 3 1 3 5 0 0 3 3 1 0
split_gain=2.24071 1.84875 1.91291 1.4698 1.5849 1.21797 1.19583 1.14869 0.985486 0.927805 0.928687 1.09397 1.10418 1.06798 0.856757 0.919797 0.684137 1.08681 0.667344 0.643098 0.584609 0.570847 0.559337 0.552546 0.52314 1.16343 0.795591 0.72514 0.509684 0.505701
threshold=0 1 2 3 4 5 6 47.750000000000007 5.5000000000000009 46.250000000000007 7 8 9 1.0000000180025095e-35 40.250000000000007 2006.5000000000002 36.400000000000006 35.600000000000009 10 29.500000000000004 2018.5000000000002 2.5000000000000004 1.0000000180025095e-35 22.500000000000004 36.400000000000006 29.500000000000004 2016.5000000000002 2003.5000000000002 5.5000000000000009 39.07500000000001
decision_type=9 9 9 9 9 9 9 10 8 10 9 9 9 10 10 8 10 8 9 10 8 10 10 8 10 10 10 8 8 10
left_child=14 29 23 -4 7 24 21 8 18 10 -8 12 22 16 15 -1 17 -13 -5 -10 -18 -7 -12 -3 25 -6 27 -26 -25 -2
right_child=1 2 3 4 5 6 9 -9 19 -11 11 13 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 28 26 -27 -28 -29 -30 -31
leaf_value=0.0010944793977468237 -0.00074836970343358897 0.002206392379247859 -8.5330882091412267e-05 2.1183772465462879e-05 -0.00013612379117603269 3.0177386778973416e-06 -2.7201209400686823e-05 0.00014988284458965497 2.3460297479402926e-05 -0.000122249642201524 -3.9590736454186985e-06 1.6621266120395718e-05 0.00039782831148304609 0.0012892601586715101 -0.00054715411773798906 -0.00012912282670704656 0.00078216131087135207 0.0039791042486097793 0.00014251528919096757 -8.1315910239112562e-05 -7.3832064284502506e-05 -0.0007777081609042114 -0.00047643774521574758 1.6106528005224163e-05 0.00034861457121891702 0.0010923729928664727 4.8571676801429929e-05 -0.00039015065308966256 0.00042732156776882136 -7.5316745265610057e-05
leaf_weight=38 58 27 105 204 45 31 389 37 28 59 250 127 160 27 46 260 76 26 148 108 113 79 67 50 34 27 29 120 28 157
leaf_count=38 58 27 105 204 45 31 389 37 28 59 250 127 160 27 46 260 76 26 148 108 113 79 67 50 34 27 29 120 28 157
internal_value=-0.000399458 7.63359e-06 0.00033264 7.82609e-05 0.000309795 -0.000299401 0.000169611 0.00220149 0.00171779 0.000521073 0.000760518 0.00149358 0.000204918 0.00310526 -0.00338028 -0.00267559 0.0025656 0.00454545 0.00283286 -0.00116788 0.000947368 -0.00363636 -0.00115854 0.00534483 -0.00278195 0 -0.00402174 -0.00516129 0.00405063 -0.00345133
internal_weight=2953 2609 2394 2289 2184 1659 1404 525 488 1294 1235 846 477 369 344 298 342 153 352 136 189 110 317 105 255 72 183 154 78 215
internal_count=2953 2609 2394 2289 2184 1659 1404 525 488 1294 1235 846 477 369 344 298 342 153 352 136 189 110 317 105 255 72 183 154 78 215
cat_boundaries=0 18 48 66 69 96 98 99 116 117 118 139
cat_threshold=2 268435456 605028352 526336 524288 134225984 0 536870912 0 134225936 32 0 0 0 0 0 0 640 0 2048 4 0 0 0 0 2147483648 0 0 0 2048 8256 0 268435456 0 0 0 33558528 0 2147483648 0 0 0 0 0 64 0 0 8192 0 0 1073750016 128 0 0 0 8192 0 0 0 0 0 268435456 67108864 32 0 256 32768 65568 2048 1342177280 12 0 0 2147483648 1 262144 0 0 0 0 4 0 512 0 0 0 0 0 10240 128 0 0 0 0 0 4 1 52 6 131072 0 0 0 0 0 131072 0 33619968 0 0 128 0 0 0 0 4112 10 156 0 8 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 128
is_linear=0
shrinkage=0.04


Tree=225
num_leaves=31
num_cat=10
split_feature=7 7 8 12 4 11 12 8 0 2 2 4 2 0 0 7 17 0 4 0 2 1 2 2 2 2 1 8 2 4
split_gain=3.26605 2.43027 2.57757 1.56809 1.29114 0.960914 1.12989 1.22602 1.61433 1.46891 2.3503 1.25365 1.17949 1.82754 0.981417 0.889195 0.865231 1.23608 0.93751 0.905541 0.841036 0.822109 0.798171 0.714937 0.822924 0.911165 0.712796 0.806956 1.38023 1.05405
threshold=0 1 2 3 215.00000000000003 4 5 6 14.500000000000002 69.500000000000014 29.500000000000004 54014.000000000007 29.500000000000004 23.500000000000004 29.500000000000004 7 8 44.07500000000001 7049.5000000000009 40.250000000000007 10.500000000000002 5.5000000000000009 283.00000000000006 20.500000000000004 47.500000000000007 111.00000000000001 3.5000000000000004 9 11.500000000000002 260.00000000000006
decision_type=9 9 9 9 10 9 9 9 10 10 10 10 8 10 10 9 9 10 10 10 10 8 8 8 8 8 8 9 10 10
left_child=3 21 -3 20 15 6 12 8 -8 10 -10 22 13 -4 -14 -5 17 -7 26 -20 -1 -2 -9 -17 -25 -26 -18 28 -28 -29
right_child=1 2 5 4 -6 16 7 11 9 -11 -12 -13 14 -15 -16 23 18 -19 19 -21 -22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=0.0002570581073695166 3.4172801063903081e-05 -0.00023861522673222169 -5.7331693909645763e-06 -4.1496992479181925e-05 1.3298750265704485e-05 -0.00017052201967501901 -0.00028829029516508342 -5.8516783009245902e-05 4.8033164529854848e-05 0.0001946656383294254 -3.9113721946577583e-05 -0.0016441476670867416 -5.1660647183666701e-05 -0.0003240203077638526 0.00042499058273847367 -9.8373230029267242e-05 0.0028146557936242545 7.5812953166689564e-05 0.0010486780731518053 8.1881550139364386e-05 -1.2030779549938587e-05 0.0020922303657909679 0.001652552173428532 -0.0012016196723563866 -2.6467369259428609e-05 -0.00046521435764098842 -0.00017505594005413628 5.6789646701815854e-06 0.00028221763636423705 -0.00032613162766690354
leaf_weight=25 158 101 72 135 53 172 49 142 76 39 74 26 95 48 43 107 33 37 25 30 114 53 25 34 28 51 45 928 63 52
leaf_count=25 158 101 72 135 53 172 49 142 76 39 74 26 95 48 43 107 33 37 25 30 114 53 25 34 28 51 45 928 63 52
internal_value=-0.000579414 6.67501e-05 -0.000338518 -0.00333333 -0.00458234 -1.91847e-05 -0.00122857 4.52489e-05 0.00192771 0.00368421 0.0018543 -0.0022549 -0.00327138 -0.00628099 -0.000863309 -0.0055618 0.000587393 -0.00172727 0.00101095 0.00607143 0.0004 0.00405405 -0.00107143 -0.00709957 -0.00964912 -0.00725 0.000766488 0.000587695 0.00369748 0.000201816
internal_weight=2933 2386 2175 547 408 2074 689 431 238 189 150 193 258 120 138 355 1385 209 1176 55 139 211 167 220 113 79 1121 1088 108 980
internal_count=2933 2386 2175 547 408 2074 689 431 238 189 150 193 258 120 138 355 1385 209 1176 55 139 211 167 220 113 79 1121 1088 108 980
cat_boundaries=0 18 32 55 56 59 60 83 92 93 114
cat_threshold=16386 268435584 8192 788484 0 134225920 33554432 805306368 2048 134217760 8192 0 16 0 0 0 144 256 268435457 16 1610612736 8192 0 2 0 8192 33554432 0 32768 2097408 0 268435456 16 2056 4 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4194304 174336 2147532832 0 524288 85068096 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 16777216 16386 128 0 2048 0 0 0 0 2048 35 268435456 0 0 0 0 1 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 128
is_linear=0
shrinkage=0.04


Tree=226
num_leaves=31
num_cat=16
split_feature=7 8 7 12 10 8 12 17 12 9 9 8 0 0 7 3 1 3 0 1 0 3 18 3 0 13 3 0 1 18
split_gain=3.37907 1.73076 1.28577 1.95979 1.34549 1.43823 1.17019 1.15749 2.1117 1.70898 1.21891 1.18725 1.08937 0.893981 0.85662 0.792166 0.75489 0.751137 0.844093 0.617034 0.601478 0.483133 0.80901 0.477774 0.555897 1.38677 0.5461 0.448155 0.437853 0.437231
threshold=0 1 2 3 4 5 6 7 8 9 10 11 24.500000000000004 35.850000000000009 12 2006.5000000000002 3.5000000000000004 2007.5000000000002 43.175000000000004 5.5000000000000009 29.500000000000004 2020.5000000000002 13 2006.5000000000002 38.20000000000001 14 1996.5000000000002 18.500000000000004 5.5000000000000009 15
decision_type=9 9 9 9 9 9 9 9 9 9 9 9 10 10 9 8 8 10 10 8 10 8 9 8 8 9 10 10 8 9
left_child=6 13 3 21 19 12 20 -7 10 -10 -9 -12 -6 -2 -11 -8 -16 18 29 -4 -1 -3 -23 26 -25 -26 -18 -17 -29 -5
right_child=1 2 4 17 5 7 15 8 9 14 11 -13 -14 -15 16 27 23 -19 -20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=5.0737831718166153e-05 1.2832414936703175e-05 -4.9316914667798526e-05 -8.766556217196353e-05 0.001006730950225716 -4.660460186794779e-05 -0.00015026735142114944 -9.1533935406573613e-06 9.8590457477811807e-05 -0.00017341295171192429 -3.0874162656857607e-06 6.6587506132975703e-07 -0.00014046374240557214 0.00013326130743344323 -0.00031032048022609614 -0.00016447876148653506 -7.6837749736995424e-05 0.00061075169496362493 -6.9541885113331143e-05 -3.222788386132436e-06 -0.00052081623022044005 -8.7254851165816664e-05 -0.00086619343703084437 1.7640270584458052e-05 6.085611202024666e-06 0.001146334348463398 0.00019906303560709659 -0.00057688884433130031 -0.00059603789982794805 -0.00041824132158062354 0.00022334818176194204
leaf_weight=43 26 25 69 40 30 227 39 102 115 172 181 320 193 89 35 45 25 40 46 50 72 34 66 169 127 183 28 140 35 166
leaf_count=43 26 25 69 40 30 227 39 102 115 172 181 320 193 89 35 45 25 40 46 50 72 34 66 169 127 183 28 140 35 166
internal_value=-0.000559154 -3.11405e-05 0.000203749 0.00219626 -0.000216004 5.21376e-05 -0.00405195 -0.000353982 6.81199e-05 0.00134104 -0.00172638 -0.00253906 0.00299145 -0.00460317 0.00205333 -0.00555556 0.00280277 0.0039604 0.00490119 -0.00415385 -0.00047619 -0.00191176 -0.000792079 0.00322702 0.003625 0.00463023 -0.00037037 -0.00669683 -0.00761364 0.00599034
internal_weight=2932 2558 2443 417 2026 1907 374 1684 1457 854 603 501 223 115 739 259 567 292 252 119 115 125 100 532 479 310 53 220 175 206
internal_count=2932 2558 2443 417 2026 1907 374 1684 1457 854 603 501 223 115 739 259 567 292 252 119 115 125 100 532 479 310 53 220 175 206
cat_boundaries=0 18 48 65 66 67 94 96 97 99 101 103 126 136 137 138 139
cat_threshold=131074 128 637534208 524288 0 134217792 0 805306368 0 536870912 32768 0 8388736 0 0 0 16 256 16 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 8 0 0 0 0 524288 4096 268435456 1 1310720 2052 524288 8194 0 8192 2048 268435456 8224 0 0 268435456 0 0 4096 149856 1 268435456 4 0 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 4096 0 256 0 0 0 0 32768 4 83888384 32 19 68192544 34 0 148 1 148 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 0 0 2 0 131072 0 65536 32 4 2 4
is_linear=0
shrinkage=0.04


Tree=227
num_leaves=31
num_cat=9
split_feature=8 7 1 7 1 0 8 13 8 8 1 2 2 2 2 2 2 0 4 9 6 0 2 2 2 4 2 2 0 2
split_gain=3.05288 1.8362 1.56981 1.2188 0.999853 2.3236 1.05027 0.978111 1.88856 1.75532 1.00631 0.989863 1.28765 0.976525 1.22894 0.944225 0.897538 0.811985 0.769141 1.04415 1.16162 1.42429 1.15401 1.09548 1.35147 1.08371 0.949784 0.856355 0.766616 0.817384
threshold=0 1 5.5000000000000009 2 5.5000000000000009 38.20000000000001 3 4 5 6 4.5000000000000009 49.500000000000007 6.5000000000000009 35.500000000000007 30.500000000000004 62.500000000000007 100.50000000000001 47.750000000000007 722615000.00000012 7 8 43.675000000000004 9.5000000000000018 75.500000000000014 41.500000000000007 3550.0000000000005 169.50000000000003 14.500000000000002 33.175000000000004 17.500000000000004
decision_type=9 9 10 9 10 10 9 9 9 9 10 10 10 10 10 10 8 10 10 9 9 10 10 10 10 10 10 10 10 10
left_child=7 2 -2 16 6 -6 -5 9 11 -1 -11 12 -9 14 -10 -15 -3 -7 19 25 21 27 -22 24 28 -8 -25 -21 -24 -30
right_child=1 3 -4 4 5 17 18 8 13 10 -12 -13 -14 15 -16 -17 -18 -19 -20 20 22 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=0.00032155052386883653 9.530213146504707e-06 -8.0667045879039275e-05 0.0026555410684509441 -0.00019384559353767373 -0.0033424416808561122 -1.6046444146411432e-06 -0.00021485783348143883 -0.00029790766101704945 2.5459097645565978e-05 -0.00034621662621809435 1.0279688732310888e-05 -0.00032412408203498445 5.1778333448737615e-06 -0.00012197534351560791 0.00089676694622944811 1.7579794300672801e-05 -0.00046832278831480777 -0.00035552296163913864 -0.00071627811229820534 0.0003701030559209784 -0.00039796510738614898 0.00044400927171444948 0.0010998304545191929 -0.00015656233534787844 0.002095191852017635 0.00058252017230742581 0.00047937531578270411 -8.274713260870925e-05 0.00040001250524781542 -0.00034184401863292637
leaf_weight=109 173 169 38 103 27 89 322 27 495 29 235 36 71 142 29 149 45 30 38 112 116 34 27 36 30 34 31 94 43 32
leaf_count=109 173 169 38 103 27 89 322 27 495 29 235 36 71 142 29 149 45 30 38 112 116 34 27 36 30 34 31 94 43 32
internal_value=-0.000373388 -0.00152999 0.00189189 -0.002052 -0.00152192 -0.00462585 -0.00110161 0.00105026 0.000354167 0.00276042 0.000872727 -0.00386207 -0.0020202 0.00108959 0.00213333 -0.000753425 -0.0048 -0.00216667 -0.000645833 -0.000416667 0.000671378 0.00270916 -0.000920245 0.0009 0.00300752 -0.00207084 -0.00323529 0.00154589 0.000776699 -0.00131579
internal_weight=2945 1623 211 1412 1198 146 1052 1322 949 373 264 134 98 815 524 291 214 119 949 911 555 240 315 199 132 356 67 206 102 75
internal_count=2945 1623 211 1412 1198 146 1052 1322 949 373 264 134 98 815 524 291 214 119 949 911 555 240 315 199 132 356 67 206 102 75
cat_boundaries=0 27 44 62 92 93 114 135 137 138
cat_threshold=16 12 0 134217728 2147483648 0 262144 0 0 32768 0 133120 2048 1049088 268435456 4096 0 0 0 8192 384 0 16777216 8 0 268451840 4 268435456 1 1073741824 2097156 0 2 0 8192 0 0 32768 0 16 0 0 32 1073741840 2 0 0 526848 0 134225920 0 0 65536 134217760 0 0 0 0 0 0 4096 256 268435456 2050 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 4194304 0 0 0 64 0 0 4096 4 16 8 0 0 0 0 0 0 0 0 0 131072 2048 0 0 0 0 0 0 0 256 0 8 0 0 0 0 0 0 0 0 0 131072 2048 512 0 0 0 0 0 0 256 0 20516 196
is_linear=0
shrinkage=0.04


Tree=228
num_leaves=31
num_cat=9
split_feature=7 12 2 12 5 2 3 0 0 6 12 2 9 2 0 13 2 5 2 2 0 2 6 3 12 2 2 3 0 2
split_gain=2.05176 1.86232 1.79364 1.45672 1.25232 1.25095 1.91352 1.02942 0.981949 1.67758 1.50169 1.2258 0.938324 2.0571 1.02148 1.86662 1.10167 0.986306 0.873935 0.801179 0.76179 0.705773 0.623775 0.765358 0.581429 1.13076 0.574695 1.19475 0.879677 0.555762
threshold=0 1 12.500000000000002 2 3.5000000000000004 119.00000000000001 1989.5000000000002 27.750000000000004 39.07500000000001 3 4 10158.000000000002 5 7.5000000000000009 42.250000000000007 6 5.5000000000000009 2.5000000000000004 32.500000000000007 5.5000000000000009 36.400000000000006 7.5000000000000009 7 2014.5000000000002 8 9.5000000000000018 20.500000000000004 2010.5000000000002 35.850000000000009 47.500000000000007
decision_type=9 9 8 9 8 8 10 10 10 9 9 8 9 10 10 9 10 8 10 8 8 8 9 8 9 10 8 8 10 8
left_child=1 2 -1 8 -4 22 20 -3 9 29 18 12 13 -12 15 24 -17 -15 19 -10 -7 -9 -5 -24 -14 -26 -6 -28 -29 -2
right_child=3 7 4 5 26 6 -8 21 10 -11 11 -13 14 17 -16 16 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.00096968839405185746 -2.0354195334704172e-06 -0.00012012317138221818 0.000979358158028525 -3.126757640792732e-05 -7.2279601885014705e-05 0.00032385815007891951 -0.00012523056655183495 -0.00033921518893286872 -5.9430249403646942e-06 -0.00035523080233271996 0.00033811642686444544 0.0013497392928351459 5.6372859599065351e-05 -0.00028361298631615742 -8.5068807363910542e-05 -0.0011860913022396602 0.00039232858381510027 -0.00029665222567217599 -8.3918012501271735e-06 -0.000783329580618215 -0.00047398873074449454 1.5933301208903571e-05 0.00053849825449368892 7.8299048939811649e-06 -0.00097665431326795734 -1.8963964959475278e-05 0.00022295944816200119 8.5486467392215101e-05 -0.00013068950038583438 -0.00014710809359755217
leaf_weight=80 259 30 28 128 37 63 31 42 27 140 37 32 113 73 99 25 179 47 51 82 65 200 61 611 30 70 27 27 100 155
leaf_count=80 259 30 28 128 37 63 31 42 27 140 37 32 113 73 99 25 179 47 51 82 65 200 61 611 30 70 27 27 100 155
internal_value=-0.000589831 0.00154639 0.00367742 -0.00110506 0.00190909 0.000103093 -0.003125 -0.000848057 -0.00191608 -0.00324324 -0.00108545 -0.000251397 -0.000623145 -0.00321429 0.000227704 0.00110048 0.00372093 -0.00595041 -0.00444444 -0.00672727 -0.000930233 0 0.000749064 0.00122987 -0.00151786 -0.0036036 0.000729167 0.00180645 0.00015625 -0.00178824
internal_weight=2949 571 299 2378 219 959 159 272 1419 554 865 705 673 157 516 417 204 120 160 109 128 242 800 672 213 100 191 154 127 414
internal_count=2949 571 299 2378 219 959 159 272 1419 554 865 705 673 157 516 417 204 120 160 109 128 242 800 672 213 100 191 154 127 414
cat_boundaries=0 17 19 21 22 23 25 26 27 28
cat_threshold=268435457 16 68165632 8192 32 2 0 536879104 2048 268443680 32 128 0 268435456 67108864 0 1073745920 1131522 32 1117474 32 26 1048864 0 20480 2 84 2
is_linear=0
shrinkage=0.04


Tree=229
num_leaves=31
num_cat=7
split_feature=8 12 2 2 8 4 2 3 10 0 3 2 12 9 12 2 3 0 3 1 2 1 4 2 2 2 2 3 2 0
split_gain=1.98873 1.3344 1.68009 1.18099 1.35699 1.16989 1.60439 1.128 1.51152 1.78634 1.24164 0.967439 1.61276 1.13564 1.4477 1.07075 1.00073 0.96482 1.23273 0.854457 0.834936 0.823041 1.43843 1.30341 0.932173 1.42987 0.753021 1.06745 0.738095 0.735608
threshold=0 1 1.0000000180025095e-35 85.500000000000014 2 6373145000.000001 46.500000000000007 1997.5000000000002 3 37.250000000000007 2010.5000000000002 78.500000000000014 4 5 6 169.50000000000003 2005.5000000000002 30.500000000000004 2020.5000000000002 5.5000000000000009 47.500000000000007 5.5000000000000009 8.0000000000000018 4.5000000000000009 11.500000000000002 32.500000000000007 99.000000000000014 2004.5000000000002 163.00000000000003 43.175000000000004
decision_type=9 9 10 10 9 8 8 8 9 10 10 10 9 9 9 10 8 10 8 10 10 8 10 8 8 10 10 10 10 10
left_child=1 3 -3 4 5 -1 -7 20 9 -9 11 13 15 16 21 -13 -10 18 -4 -12 -2 22 23 -15 -25 -26 27 -19 -14 -11
right_child=7 2 17 -5 -6 6 -8 8 10 29 19 12 28 14 -16 -17 -18 26 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-5.9785070767972568e-05 -0.00080200196333947817 -0.0014902160256721332 -0.00013351777808793487 -0.00020659307831412123 -4.9863338632150089e-06 1.3527603574949865e-05 0.0014889801480797616 0.00046665626065163225 0.0015016813237475192 -0.00065460300160964386 -0.00019043120180377572 -0.00020356089734598016 -0.0013981602745855072 -0.0010755537504503821 0.00015295093342960087 0.00062849549536380777 -0.00027988470415852619 5.7840580419217248e-05 1.1045798123774375e-05 0.00022663173177807751 -1.7132799504011587e-05 0.00011993637500083309 -0.0010355040017314822 0.0021111001593963862 -0.00014758175249944829 0.00031342713486893104 0.0016598026747960048 0.0013868683059064324 -3.7665857165336546e-05 -0.0013179874358762334
leaf_weight=47 51 56 25 84 397 124 72 43 34 93 157 41 41 26 432 59 220 194 250 32 50 57 27 33 75 25 34 25 77 29
leaf_count=47 51 56 25 84 397 124 72 43 34 93 157 41 41 26 432 59 220 194 250 32 50 57 27 33 75 25 34 25 77 29
internal_value=-0.00027482 0.000879454 0.00228571 -0.000272109 0.000312012 0.00259843 0.00406091 -0.00121513 -0.000945406 -0.00443182 -0.00047513 1.74216e-05 -0.00237443 0.000580645 0.00142857 0.00144144 -0.00166038 0.00302457 0.00137681 -0.00347368 -0.00529412 -0.00102362 -0.00235294 -0.000875 0.000746269 -0.00118812 0.00480315 0.00390909 -0.00527132 -0.00715447
internal_weight=2910 1308 584 724 640 243 196 1602 1501 165 1336 1147 218 929 675 100 254 528 275 189 101 243 186 159 133 100 253 219 118 122
internal_count=2910 1308 584 724 640 243 196 1602 1501 165 1336 1147 218 929 675 100 254 528 275 189 101 243 186 159 133 100 253 219 118 122
cat_boundaries=0 27 29 50 51 52 54 55
cat_threshold=268435472 2048 0 0 2147483648 1 262144 0 0 32768 0 131076 0 1049088 268435456 4096 0 0 0 8192 384 0 20971520 0 0 16384 4 68239618 32 0 0 0 0 2147483648 0 262144 0 0 0 0 131072 0 512 0 4096 0 0 0 0 128 17 74050 0 16532 1098080
is_linear=0
shrinkage=0.04


Tree=230
num_leaves=31
num_cat=8
split_feature=7 8 4 12 2 2 5 13 2 2 2 2 3 12 7 8 3 3 2 2 2 7 2 2 2 2 2 2 2 2
split_gain=2.12065 1.84074 1.39452 1.25875 1.57302 1.53875 1.4239 1.31868 1.22311 1.13056 1.0532 0.907971 0.981523 0.83504 1.2645 1.07567 1.17097 1.63282 0.871662 0.956635 0.715483 0.999192 0.777442 0.824375 1.28777 1.09973 1.07168 0.851687 0.742298 0.724697
threshold=0 1 355.00000000000006 2 79.500000000000014 3.5000000000000004 1.0000000180025095e-35 3 13.500000000000002 492.00000000000006 31.500000000000004 23.500000000000004 2018.5000000000002 4 5 6 2019.5000000000002 2016.5000000000002 24.500000000000004 66.500000000000014 2.5000000000000004 7 111.00000000000001 36.500000000000007 21.500000000000004 9.5000000000000018 40.500000000000007 13.500000000000002 85.500000000000014 69.500000000000014
decision_type=9 9 8 9 8 10 10 9 10 10 10 10 8 9 9 9 10 10 10 10 8 9 10 8 10 10 8 10 10 10
left_child=9 2 -2 5 7 -4 8 -5 -7 11 -10 12 -1 20 18 -16 17 -17 -15 -20 -3 -22 23 24 25 -23 -25 -27 29 -28
right_child=1 13 3 4 -6 6 -8 -9 10 -11 -12 -13 -14 14 15 16 -18 -19 19 -21 21 22 -24 26 -26 27 28 -29 -30 -31
leaf_value=-0.00011515297823819993 0.00040051194455799078 3.7316846075228229e-05 0.00064683196192536483 2.7258958451881198e-06 -5.7040393760736666e-05 -0.00090017165867312349 3.5570339034336487e-05 0.00022444173460065998 6.4128619129846248e-05 -0.00079979218160055156 -7.5163884119291421e-05 0.00083373022369300994 9.6868782753603005e-05 9.6432371845374127e-05 -0.00013673611555681475 -8.3343914443467784e-05 -0.00082274932717563587 0.0008357286101287187 -3.6002473593370607e-05 0.00026071219017822502 2.5305585571970825e-05 -0.00024868228168497099 -0.00037663350532092467 0.00010846094590633015 -5.5888532763930246e-05 0.00011513892000081683 9.6139726473154492e-07 -1.0624875674842827e-05 2.5497494835846625e-05 -6.6255257317777703e-05
leaf_weight=28 25 53 72 121 118 54 58 142 59 28 82 65 104 72 105 884 40 38 75 50 114 88 52 35 81 53 108 68 39 36
leaf_count=28 25 53 72 121 118 54 58 142 59 28 82 65 104 72 105 884 40 38 75 50 114 88 52 35 81 53 108 68 39 36
internal_value=-0.00050882 -0.000819612 0.000889488 0.000565771 0.00209184 -0.00125 -0.00275591 0.00386364 -0.00438776 0.00313559 -0.00239437 0.00434343 0.00240602 -0.00144855 -0.00207059 -0.00261596 -0.00213772 -0.00186349 0.000865385 -0.00111111 -0.000352304 -0.000711111 -0.00140105 -0.000943026 -0.00233677 -0.000666667 0.000913242 0.00180328 -0.000326087 -0.00165517
internal_weight=2947 2722 731 706 381 325 253 263 195 225 141 197 132 1991 1264 1067 962 922 197 125 727 674 560 508 290 209 218 121 183 144
internal_count=2947 2722 731 706 381 325 253 263 195 225 141 197 132 1991 1264 1067 962 922 197 125 727 674 560 508 290 209 218 121 183 144
cat_boundaries=0 17 47 49 50 52 69 90 99
cat_threshold=268435456 1 1073750016 2097152 524288 2 0 8192 33554432 16 0 0 16 0 67108864 0 16 1073741840 8 0 0 3221225472 1 0 0 0 32768 0 131076 2048 512 0 4096 0 0 4096 10240 256 0 0 8 0 268451840 0 0 524288 12288 1122306 2 2 18031648 2 0 0 67108864 0 0 0 0 131072 0 0 0 256 0 0 0 0 1073741824 0 4 0 0 0 0 0 2147483648 0 0 0 0 0 1048576 0 0 0 0 33554432 0 128 0 128 0 0 0 0 131072 0 2048
is_linear=0
shrinkage=0.04


Tree=231
num_leaves=31
num_cat=13
split_feature=11 8 12 2 12 8 4 12 2 12 9 2 2 8 6 12 2 2 3 0 11 2 2 2 2 9 3 3 0 2
split_gain=2.62163 1.87933 1.39141 1.57567 1.27732 0.978808 1.33246 1.28774 1.5317 0.996235 0.856069 1.20123 2.13565 1.16873 1.09781 1.05652 1.00212 0.915808 1.02775 0.888702 0.798847 1.20959 0.968215 0.728307 0.678571 0.642556 0.937214 0.625742 0.607172 0.601368
threshold=0 1 2 39.500000000000007 3 4 111.00000000000001 5 70.500000000000014 6 7 72.500000000000014 85.500000000000014 8 9 10 620.00000000000011 3.5000000000000004 2017.5000000000002 12.250000000000002 11 15.500000000000002 42.500000000000007 151.50000000000003 4.5000000000000009 12 1.0000000180025095e-35 1999.5000000000002 42.710000000000008 17.500000000000004
decision_type=9 9 9 10 9 9 8 9 10 9 9 10 10 9 9 9 10 10 10 10 9 10 10 8 10 9 10 10 10 8
left_child=2 28 3 -1 -3 9 -7 8 24 23 14 13 -13 -12 -9 17 -14 -15 20 -17 21 27 -23 -6 -8 -21 -27 -19 -2 -4
right_child=1 4 29 -5 5 6 7 10 -10 -11 11 12 16 15 -16 19 -18 18 -20 25 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00015706419593207953 -0.00013847961091659756 -5.351473433094611e-05 -0.00028981736402208471 0.00060234345212634827 1.9434349014240127e-05 0.00093838751070173031 -1.6800198769360009e-05 -0.00023506411884273605 -7.716399110858418e-05 0.00015886048749258919 0.0001490215546288809 0.0012921489848703516 -2.8543563648639746e-05 7.3679020171546491e-05 1.6058416741664416e-05 6.1993158698356866e-05 0.0011019835151321899 -0.00023883406769698468 -0.00037403862287991533 -5.6754261761078341e-05 -5.0068008579629007e-05 0.00090820181549112534 -9.1714227625487872e-05 -8.029029969954138e-05 6.216144078184271e-05 -0.00040886381255035077 0.00034922266784484182 0.0010551109337884768 -0.0005422450123037237 -5.3323176837558605e-05
leaf_weight=68 84 170 57 39 80 44 59 128 44 168 142 41 131 112 130 51 34 97 44 328 163 78 41 37 232 81 25 30 29 152
leaf_count=68 84 170 57 39 80 44 59 128 44 168 142 41 131 112 130 51 34 97 44 328 163 78 41 37 232 81 25 30 29 152
internal_value=-0.000294521 0.000130069 -0.00366972 0.000169492 0.000367853 0.000617761 0.00030303 0.000150602 0.00236994 0.00277027 -0.000311938 8.51668e-05 0.00289855 -0.000402347 -0.00237918 -0.000867107 0.000843373 0.0003125 -0.000484581 -0.00221774 0.000146341 0.00155642 0.0045 -0.00015625 0.00349315 -0.00285057 -0.00547009 -0.00109375 -0.00467742 -0.00554545
internal_weight=2919 2603 316 107 2490 2320 2035 1991 335 285 1656 1398 206 1192 258 1050 165 565 453 485 409 246 119 117 291 434 106 127 113 209
internal_count=2919 2603 316 107 2490 2320 2035 1991 335 285 1656 1398 206 1192 258 1050 165 565 453 485 409 246 119 117 291 434 106 127 113 209
cat_boundaries=0 3 30 32 33 63 64 66 68 89 90 92 93 95
cat_threshold=49155 2148007968 2049 16 0 0 0 65536 0 0 2147483648 0 0 0 256 64 1048576 0 0 0 0 0 0 0 0 0 0 0 0 64 1149952 2 1049600 0 0 0 0 2147483648 0 262144 0 0 0 0 2048 0 0 0 4096 0 0 0 2048 0 0 4194304 0 0 0 4 0 524288 4096 67305472 67305536 32 256 4100 0 0 0 0 0 0 0 0 0 0 0 0 10240 512 0 0 0 0 0 0 256 340 57346 2 4 0 10368
is_linear=0
shrinkage=0.04


Tree=232
num_leaves=31
num_cat=11
split_feature=11 12 3 3 9 12 9 3 2 14 2 4 4 5 15 2 2 2 3 2 12 4 2 6 4 3 12 6 2 2
split_gain=2.09905 1.44316 2.01323 2.01173 0.863604 0.915592 1.36543 1.25741 0.98371 0.862084 1.57018 0.858515 1.25304 0.839456 0.827673 1.81735 1.6623 1.51912 1.05023 0.822335 0.78106 1.27984 0.940354 0.739833 1.26084 0.93091 0.712661 0.685427 1.71173 1.18669
threshold=0 1 2018.5000000000002 2009.5000000000002 2 3 4 2002.5000000000002 9.5000000000000018 5 2930.0000000000005 5828530000.000001 1158870000.0000002 10.500000000000002 6 6.5000000000000009 22.500000000000004 13.500000000000002 2019.5000000000002 151.50000000000003 7 93035.500000000015 75.500000000000014 8 4.0000000000000009 2017.5000000000002 9 10 42.500000000000007 38.500000000000007
decision_type=9 9 8 8 9 9 9 8 8 9 8 10 10 8 9 8 8 10 10 8 9 8 10 9 10 8 9 9 10 10
left_child=1 2 -1 -3 20 6 8 -7 -6 19 -11 12 14 -4 18 -16 17 -17 27 23 21 -2 -22 25 -25 -8 -18 29 -29 -9
right_child=4 3 13 -5 5 7 9 11 -10 10 -12 -13 -14 -15 15 16 26 -19 -20 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00017192526676481634 -0.00054774119145783117 1.4437959433877268e-05 -0.00016970543453531661 -0.00031219915084587771 -0.00066296594380510498 -0.00019057417495091044 0.002278399867367682 -8.7827419584840537e-06 -0.00019127016354147485 0.00036615661863109494 -0.0003851798913521165 -0.00014417956781294096 0.0024069270562794998 0.0003831010662243273 0.0030996773059857219 -0.00032824699789415492 -0.00017817886568490592 -0.00090102315021628248 -0.00048405483094988712 -0.00021877070272370959 9.5339847614894779e-05 0.00024880823315694302 -2.7808343629338595e-05 -1.2594630970568232e-05 -0.00067954007254218847 -1.0903949232172749e-05 2.8167467812565405e-05 0.0011603894263536318 -0.00021197670624069077 9.4254734854715147e-05
leaf_weight=37 50 33 29 114 31 92 37 357 75 101 66 65 37 48 81 47 156 36 40 60 133 70 28 459 34 122 159 142 29 185
leaf_count=37 50 33 29 114 31 92 37 357 75 101 66 65 37 48 81 47 156 36 40 60 133 70 28 459 34 122 159 142 29 185
internal_value=-0.000548409 -0.00389706 -0.00032 -0.0064557 -0.000207177 -0.00045417 -0.00138554 0.00019485 -0.00547009 -0.000831461 0.00168539 0.000509363 0.000740157 0.00333333 0.000519059 -0.00077551 -0.00190476 -0.00690476 0.00133508 -0.00143845 0.00184932 -0.000610687 0.00360465 -0.00104135 -0.00178571 0.00129412 -0.00056962 0.00170868 0.00384615 0.000940325
internal_weight=2953 261 114 147 2692 2411 985 1426 106 879 167 1334 1269 77 1232 479 398 83 753 712 281 120 161 652 493 159 315 713 171 542
internal_count=2953 261 114 147 2692 2411 985 1426 106 879 167 1334 1269 77 1232 479 398 83 753 712 281 120 161 652 493 159 315 713 171 542
cat_boundaries=0 3 4 6 7 9 10 11 12 13 14 15
cat_threshold=67158016 524800 2048 1057890 1076101120 4096 1287200 257 48 139280 77594624 131138 258 18498 270
is_linear=0
shrinkage=0.04


Tree=233
num_leaves=31
num_cat=8
split_feature=2 11 9 12 2 11 9 4 2 9 2 2 6 2 12 2 1 3 2 2 2 2 1 2 2 5 2 1 2 2
split_gain=1.12102 1.42617 1.15346 1.94202 1.19309 1.04253 1.56415 1.06724 1.05615 0.98383 0.998764 1.37051 0.946317 0.930173 0.912942 1.61726 1.11195 1.02937 1.02198 0.908363 0.913961 0.844731 1.25166 0.786076 0.727982 0.69249 0.66354 0.643555 0.626655 0.575628
threshold=725.00000000000011 0 1 2 3.5000000000000004 3 4 680725000.00000012 48.500000000000007 5 45.500000000000007 13.500000000000002 6 14.500000000000002 7 49.500000000000007 4.5000000000000009 1992.5000000000002 50.500000000000007 64.500000000000014 16.500000000000004 2.5000000000000004 4.5000000000000009 89.500000000000014 11.500000000000002 1.5000000000000002 31.500000000000004 4.5000000000000009 24.500000000000004 17.500000000000004
decision_type=10 9 9 9 10 9 9 8 10 9 8 10 9 10 9 10 10 10 10 8 10 8 10 10 10 8 10 10 10 8
left_child=1 13 4 9 21 6 27 -7 -8 10 11 -4 -9 -1 18 16 -16 -17 -6 20 -14 -3 -23 -21 -18 -11 -26 -5 -15 -27
right_child=-2 2 3 5 14 7 8 12 -10 25 -12 -13 19 28 15 17 24 -19 -20 23 -22 22 -24 -25 26 29 -28 -29 -30 -31
leaf_value=-0.00065577182213047533 -0.00019105702029388995 -0.00023699938607624205 0.00076044123871611192 -8.1286875264794393e-05 0.00025555401515340746 0.00038739773495375827 0.00035715807973328849 1.4613004773167405e-05 -0.00017197782610871572 -0.00027560251219554743 0.0017285550575351749 -0.00023432972235397644 0.00027738817101372607 1.6670816396668897e-06 0.00066529462071954985 0.00068951335910895752 -0.00073321062738102689 -8.6675941841107837e-05 -0.00034105709725523069 -0.00016233618216695333 0.00062250270268599201 -8.649158219064645e-05 0.0012674666460004858 0.00011257085018911539 -0.00010750720431239814 2.12097367494124e-05 -0.00050279428802127771 -3.4760897111851817e-07 -7.2061122550053371e-05 -4.2742487732567724e-05
leaf_weight=25 78 50 49 48 79 28 104 120 31 101 33 25 71 27 41 47 100 28 28 39 44 35 51 34 131 377 39 346 57 651
leaf_count=25 78 50 49 48 79 28 104 120 31 101 33 25 71 27 41 47 100 28 28 39 44 35 51 34 131 377 39 346 57 651
internal_value=-0.000363263 -0.000232394 -4.37796e-05 0.000407197 -0.00153125 0.00184932 0.000703704 0.00357349 0.00424658 -0.000609463 0.00288136 0.000533333 0.00297735 -0.0045 -0.00246964 -0.00332494 -0.00467949 0.00184211 0.000847458 0.00462312 0.00706897 0.00175182 0.00413793 0.00135135 -0.00560886 -0.000964912 -0.00397661 -0.000592593 -0.00282353 -0.000660836
internal_weight=2917 2839 2730 2101 629 865 529 336 135 1236 107 74 308 109 493 386 311 75 107 188 115 136 86 73 270 1129 170 394 84 1028
internal_count=2917 2839 2730 2101 629 865 529 336 135 1236 107 74 308 109 493 386 311 75 107 188 115 136 86 73 270 1129 170 394 84 1028
cat_boundaries=0 3 5 7 8 10 12 13 14
cat_threshold=67108866 2148204544 1 131712 16420 67160354 32 36 0 2064 1073742081 16 148 17760
is_linear=0
shrinkage=0.04


Tree=234
num_leaves=31
num_cat=9
split_feature=8 12 8 0 2 9 9 9 9 2 13 3 2 3 5 4 2 2 3 2 1 1 1 3 2 2 13 2 2 5
split_gain=2.84277 1.4488 1.85157 1.42263 1.40256 1.55826 1.39489 1.31663 1.14818 1.03601 0.997649 1.06651 1.00977 1.57021 0.944796 0.9399 0.948357 1.19474 0.85227 0.799289 0.784857 0.704476 0.688965 0.672395 0.671038 2.31692 0.636966 1.28025 1.01117 0.628781
threshold=0 1 2 47.750000000000007 48.500000000000007 3 4 5 6 144.50000000000003 7 2020.5000000000002 14.500000000000002 2010.5000000000002 2.5000000000000004 353375000.00000006 37.500000000000007 80.500000000000014 1962.0000000000002 24.500000000000004 4.5000000000000009 4.5000000000000009 5.5000000000000009 1999.5000000000002 49.500000000000007 22.500000000000004 8 151.50000000000003 365.00000000000006 1.5000000000000002
decision_type=9 9 9 10 8 9 9 9 9 8 9 8 10 10 8 10 8 8 10 10 8 8 10 10 10 8 9 8 8 8
left_child=4 3 22 6 5 19 9 -4 10 18 15 12 -12 23 -8 16 -9 -18 -2 -1 -16 -13 24 -14 25 -3 28 -28 -22 -7
right_child=1 2 7 -5 -6 29 14 8 -10 -11 11 21 13 -15 20 -17 17 -19 -20 -21 26 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00035367549753495097 -0.00025629458485511237 0.00041121467394766853 -0.0003439425746736191 0.00094725418678578424 -0.00019498479552094495 -8.5321303784837717e-05 -0.00049880030466514574 -0.00011515900630683973 0.00033652971110065266 6.2565273362693574e-05 5.6426117768921817e-05 0.0022473942833163107 -0.00036364694121509444 -0.0003274148133650101 -0.00033348301304492623 -0.0014540093957696955 0.0025663256828934067 -0.00038462522590762663 -0.0012357058973450209 4.9657390491830712e-06 8.8602181173058635e-06 3.7425308375560463e-06 -4.3586625399072435e-06 0.00020947165683843138 0.0014525646245099821 -0.00010518203759858125 1.7834919013637318e-07 -0.00058802146144234515 0.0026579153551633183 0.00047389418985730461
leaf_weight=81 83 153 104 26 90 44 30 69 323 26 77 33 33 52 47 34 25 33 34 26 175 754 56 49 60 55 212 50 26 70
leaf_count=81 83 153 104 26 90 44 30 69 323 26 77 33 33 52 47 34 25 33 34 26 175 754 56 49 60 55 212 50 26 70
internal_value=-0.0004913 -5.32319e-05 0.000520562 -0.00158333 -0.00403727 -0.00243243 -0.00195906 -5.00939e-05 0.000267917 -0.00532468 -0.000324786 0.000158573 -0.00235849 -0.00444444 -0.000943739 -0.00313953 -0.00171875 0.0020339 -0.00728814 -0.00559322 -0.000547945 0.000837563 0.00322388 -0.000963855 0.00416357 0.0030622 -4.31034e-05 -0.00131868 0.00160377 0.00096
internal_weight=2930 2619 1910 709 311 221 683 1586 1482 143 1159 998 211 134 540 161 127 58 117 107 510 787 324 82 268 208 463 262 201 114
internal_count=2930 2619 1910 709 311 221 683 1586 1482 143 1159 998 211 134 540 161 127 58 117 107 510 787 324 82 268 208 463 262 201 114
cat_boundaries=0 30 32 58 60 62 64 66 67 68
cat_threshold=268435472 4 4 0 0 0 0 0 1 0 0 33554432 64 0 268435456 0 0 0 4096 2 0 524288 0 8 0 16384 0 0 524288 12288 142336 34 0 8 0 0 3221225472 0 0 2147483648 0 0 0 131076 8192 0 0 0 0 0 0 10240 384 0 0 0 0 268435456 0 2084 0 16548 385 32784 131072 26628 8 12
is_linear=0
shrinkage=0.04


Tree=235
num_leaves=31
num_cat=10
split_feature=7 12 8 11 12 2 2 1 7 15 2 0 6 2 2 2 2 2 2 12 0 2 4 2 2 18 2 4 2 2
split_gain=3.5576 2.30728 2.11879 1.59094 1.69992 1.81457 1.45031 1.48645 1.2878 1.84199 2.16579 1.53926 1.23207 1.58363 1.25055 1.1742 1.10037 1.40927 1.22821 1.08922 1.71769 1.0113 0.879021 0.881649 1.08557 0.866147 1.06344 0.869311 0.836447 0.884152
threshold=0 1 2 3 4 2.5000000000000004 67.500000000000014 5.5000000000000009 5 6 5.5000000000000009 44.07500000000001 7 26.500000000000004 14.500000000000002 57.500000000000007 4.5000000000000009 12.500000000000002 17.500000000000004 8 43.675000000000004 455.00000000000006 199.50000000000003 141.50000000000003 22.500000000000004 9 12.500000000000002 8015305000.000001 24.500000000000004 7.5000000000000009
decision_type=9 9 9 9 9 8 8 10 9 9 8 10 9 8 10 8 8 8 8 9 8 8 10 10 10 9 10 10 10 10
left_child=1 6 15 28 22 -6 7 -1 11 12 -11 -7 13 14 -10 -2 -3 -18 -19 20 -12 -17 23 24 -5 26 -21 -28 29 -4
right_child=2 16 3 4 5 8 -8 -9 9 10 19 -13 -14 -15 -16 21 17 18 -20 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=6.7014488969654459e-05 -2.8656655318464174e-05 -0.0004461549949746768 -0.00038378149654555216 -0.00020868264310578867 0.00011912638488858817 0.00039162201139291141 -5.7104805467673714e-05 -0.00038213305190566872 -2.155200049209327e-05 0.0015793471705129038 0.00032632062055810708 -0.00021938495565841266 4.4966730136266622e-05 0.00023410098606390761 -0.0021537520909562604 -0.00031812420598615888 1.3509415538521807e-05 -0.00036526293602392459 -9.654684718618967e-05 0.0004880253919723998 -0.00042991936253898187 -0.00031135038374443982 4.5732873534021222e-05 -0.00022305383938160618 2.5185780530989633e-06 -0.00028244924527381698 -0.00084205567581683736 3.1526445482512603e-05 -0.00023470118570529053 0.00012274290950557544
leaf_weight=160 184 47 29 137 93 79 74 46 42 37 75 37 726 48 25 38 71 32 227 82 34 27 49 25 97 222 58 36 61 36
leaf_count=160 184 47 29 137 93 79 74 46 42 37 75 37 726 48 25 38 71 32 227 82 34 27 49 25 97 222 58 36 61 36
internal_value=-0.000817717 -0.00338323 -6.11888e-05 0.000372732 0.000669106 0.00119626 -0.000549828 0.00115942 0.000865513 0.000501433 -0.0012973 0.00472441 0.00166667 -0.00206349 -0.00617647 -0.00346154 -0.00541237 -0.00471299 -0.00607692 -0.00200787 0.0015 -0.00818182 -0.00200627 -0.003 -0.00221277 -0.00293399 -0.000903955 -0.00378947 -0.00379562 -0.000909091
internal_weight=2934 657 2277 2028 1902 1594 280 206 1501 1385 544 116 841 115 67 249 377 330 259 507 109 65 308 259 234 398 176 94 126 65
internal_count=2934 657 2277 2028 1902 1594 280 206 1501 1385 544 116 841 115 67 249 377 330 259 507 109 65 308 259 234 398 176 94 126 65
cat_boundaries=0 18 20 50 52 54 71 72 73 74 75
cat_threshold=131072 16 1056768 2623488 0 64 131072 4194304 2048 134217728 32800 0 128 0 0 32 1073741824 896 16780384 34 268435456 8 0 0 0 0 0 0 1 0 0 0 10240 1048576 0 0 0 0 4096 0 256 0 0 8 0 16384 0 0 0 12288 67108864 2148533248 17472 2 0 128 0 0 0 0 0 0 0 0 8192 0 0 268435456 0 0 4224 2215641088 4 67272960 4
is_linear=0
shrinkage=0.04


Tree=236
num_leaves=31
num_cat=8
split_feature=7 8 12 12 7 12 1 1 2 4 4 4 3 3 2 12 2 2 2 6 2 2 4 3 0 0 2 5 2 0
split_gain=2.95726 2.38956 1.97618 1.6524 1.71677 1.42053 1.37982 1.2181 1.21675 1.58098 1.08612 1.06649 0.990237 0.962395 0.955255 0.907212 0.901357 0.880979 0.866013 0.842605 0.824768 0.802475 1.58608 0.776064 0.759095 0.64836 0.646735 0.626207 0.586111 1.28622
threshold=0 1 2 3 4 5 2.5000000000000004 5.5000000000000009 13.500000000000002 215.00000000000003 481.00000000000006 27174645000.000004 2010.5000000000002 2004.5000000000002 4.5000000000000009 6 89.500000000000014 16.500000000000004 32.500000000000007 7 70.500000000000014 10.500000000000002 972430000.00000012 2007.5000000000002 39.07500000000001 42.710000000000008 9.5000000000000018 5.5000000000000009 14.500000000000002 16.750000000000004
decision_type=9 9 9 9 9 9 10 10 8 8 10 8 10 10 10 9 10 8 8 9 10 10 8 8 10 10 10 8 8 10
left_child=5 2 16 6 7 12 18 13 19 -10 28 -7 14 25 -1 20 -2 -17 -3 21 24 22 -6 -13 -11 -5 -21 -4 -8 -30
right_child=1 3 27 4 8 11 10 -9 9 15 -12 23 -14 -15 -16 17 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00067662368341427027 -1.6030107041302699e-05 0.0019766298331342826 -8.7085177662160615e-05 2.9600097837239047e-05 -0.0020410992627186175 -0.00021197810165645591 -1.2714096891563998e-05 0.00041644060130600734 0.000223684386647669 7.2178987003184152e-05 0.00017816793844389168 -0.00026740818723673953 -8.6822256958356546e-05 0.0027248035920603188 -6.1484194707404072e-05 -0.0011767034810925025 0.00065763154460462658 -0.00013458223358504996 0.00019024962362273356 -0.00012813646119347766 -0.00021274816787450134 -0.00039055880732576044 0.0014313961980344559 1.9603105381307273e-05 -4.1905589167114956e-05 -0.00032465158141036453 1.9333826863068283e-05 -0.00020887248760075749 -3.3886300177918824e-05 4.5576936699021074e-05
leaf_weight=30 76 27 60 120 25 44 262 32 28 90 56 34 34 30 159 47 35 467 61 167 50 26 78 167 65 30 66 142 116 295
leaf_count=30 76 27 60 120 25 44 262 32 28 90 56 34 34 30 159 47 35 467 61 167 50 26 78 167 65 30 66 142 116 295
internal_value=-0.000883562 -0.000316816 -0.00351852 0.00016752 -0.000705706 -0.00375783 0.00157005 0.00251121 -0.00133929 -0.00227273 0.0010137 -0.00148438 -0.00606838 0.00132597 -0.00515789 -0.00263889 0.000819672 -0.00350476 0.00629213 0.000550964 -0.000277778 0.003 0.00480769 -0.00029703 0.00115385 0 -0.000901639 -0.0058216 0.000563798 0.00150485
internal_weight=2919 2451 313 2138 1321 468 817 212 1109 747 729 245 223 180 189 719 111 514 88 362 205 129 103 201 155 150 233 202 673 411
internal_count=2919 2451 313 2138 1321 468 817 212 1109 747 729 245 223 180 189 719 111 514 88 362 205 129 103 201 155 150 233 202 673 411
cat_boundaries=0 18 48 50 51 68 70 72 73
cat_threshold=0 0 33554432 2621444 2 64 0 536870912 2048 134225968 32800 64 268435456 0 0 32 128 128 268435472 4 4 134217728 0 0 0 0 1 0 0 2048 8192 0 0 0 0 0 4096 8192 0 0 4194304 8 0 16384 64 0 524288 8192 43040 32 85042176 0 129 67108864 2048 32 0 0 0 33619968 0 0 0 0 268435456 0 0 1073741840 223328 32 149536 2 196
is_linear=0
shrinkage=0.04


Tree=237
num_leaves=31
num_cat=10
split_feature=7 12 7 11 2 3 11 2 1 12 7 13 2 5 0 3 4 2 4 13 1 3 3 2 4 6 0 2 3 2
split_gain=2.90053 2.6782 1.63119 1.3755 1.2313 0.862827 0.841295 1.00471 0.832702 0.80587 1.07009 0.944013 1.32519 1.11897 0.975 1.07467 1.01805 0.885264 0.865432 0.927594 1.72995 0.896535 0.850359 0.799994 1.03414 0.820458 1.09325 1.33249 1.03854 0.791238
threshold=0 1 2 3 10.500000000000002 2020.5000000000002 4 15.500000000000002 5.5000000000000009 5 6 7 321.00000000000006 2.5000000000000004 42.250000000000007 2017.5000000000002 925740000.00000012 22.500000000000004 456.00000000000006 8 2.5000000000000004 2012.5000000000002 1992.5000000000002 75.500000000000014 345.00000000000006 9 22.750000000000004 14.500000000000002 2004.5000000000002 24.500000000000004
decision_type=9 9 9 9 8 8 9 10 10 9 9 9 8 10 8 8 10 10 8 9 10 8 8 8 8 9 10 10 10 8
left_child=1 6 5 -2 -4 -3 -1 -8 -7 18 -11 12 17 14 16 -16 22 -12 -5 -20 -21 -22 -13 24 -24 26 -26 -28 -27 -23
right_child=3 2 4 9 -6 8 7 -9 -10 10 11 13 -14 -15 15 -17 -18 -19 19 20 21 29 23 -25 25 28 27 -29 -30 -31
leaf_value=0.00028537005236874081 -5.1505362347370467e-05 -0.00019550415738102346 -0.00057366257146313166 -0.00040724910188025379 -0.00014052563372302985 -4.0729056773756157e-05 -0.00026348674781480954 9.7248862785903619e-06 0.0016057184417633864 0.00053103802898561985 -3.4066600240727499e-05 0.0024248386373413667 0.00039709050683107706 -0.00021266799051129938 -0.00024264939184206468 2.5316680314801944e-06 0.0021005126506212692 -0.00057152360428776913 -9.4347611590173128e-05 -0.00063466698515171063 0.0019275958946735727 -1.6861920713324707e-05 0.0025073624358284618 -5.3728967567323596e-05 6.5187131660593421e-07 -0.00011621768137349165 0.00022912327268588941 0.00024319389827560657 0.00052751490317159977 5.7451559953634048e-05
leaf_weight=110 123 34 67 29 180 234 37 100 38 103 52 28 31 30 31 140 27 42 286 68 35 98 30 160 156 236 94 91 104 145
leaf_count=110 123 34 67 29 180 234 37 100 38 103 52 28 31 30 31 140 27 42 286 68 35 98 30 160 156 236 94 91 104 145
internal_value=-0.000578231 -0.00261406 -0.00414894 0.000195349 -0.00658915 -0.00201893 0.000852713 -0.00121622 -0.00131868 0.000453873 0.00101025 0.000665083 -0.0025 0.00103691 0.00125683 -0.00151163 0.00176915 -0.00505263 -0.000684524 -0.000379147 0.0010084 0.00243728 0.00153333 0.00130734 0.00188202 0.00155425 0.00289773 0.00505376 0.00011396 0.00155738
internal_weight=2939 800 553 2139 247 306 247 137 272 2016 1355 1252 125 1127 1097 171 926 94 661 632 346 278 899 871 711 681 341 185 340 243
internal_count=2939 800 553 2139 247 306 247 137 272 2016 1355 1252 125 1127 1097 171 926 94 661 632 346 278 899 871 711 681 341 185 340 243
cat_boundaries=0 18 20 37 39 42 44 61 62 63 64
cat_threshold=131072 0 34611200 4 589856 134217794 131072 272629760 33554432 671088672 32800 192 0 0 0 32 1073741840 384 16818272 2 0 0 1056768 4 32 2 131072 0 0 0 0 0 0 0 0 0 16 32768 2147484192 4 1024 524288 67112032 34 0 1 1073741824 0 0 0 0 8192 0 8192 0 0 128 0 0 0 4096 8 2 280
is_linear=0
shrinkage=0.04


Tree=238
num_leaves=31
num_cat=13
split_feature=7 11 12 8 6 12 3 3 15 6 12 11 4 3 3 18 4 0 1 4 1 4 13 5 0 0 3 6 1 0
split_gain=2.39899 2.08995 1.66901 1.69169 1.58661 1.35707 1.11755 0.915876 0.880819 1.11524 1.71299 1.53207 1.1823 1.02613 1.1968 0.94695 1.06341 0.906975 0.897316 0.991942 0.838377 0.808991 0.777644 0.766359 0.713804 0.685041 0.667975 0.538275 0.523621 0.516791
threshold=0 1 2 3 4 5 2018.5000000000002 2000.5000000000002 6 7 8 9 1950.0000000000002 1998.5000000000002 2006.5000000000002 10 1950.0000000000002 24.500000000000004 1.0000000180025095e-35 4277935000.0000005 5.5000000000000009 7085990000.000001 11 3.5000000000000004 32.500000000000007 32.500000000000007 2004.5000000000002 12 5.5000000000000009 39.07500000000001
decision_type=9 9 9 9 9 9 10 10 9 9 9 9 10 8 8 9 10 8 10 8 8 8 9 8 10 10 10 9 8 10
left_child=2 25 28 20 24 27 8 -6 -7 11 12 -10 23 -12 -15 -16 17 -17 21 -20 29 -13 -19 -11 -5 -2 -25 -3 -1 -4
right_child=1 5 3 4 7 6 -8 -9 9 10 13 18 -14 14 15 16 -18 22 19 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00012201673270645586 -4.7363761632368551e-06 -6.3623190849604333e-05 -1.4794358238781058e-05 -2.2451813067903006e-05 -5.4933962125396366e-05 -0.00014223927328806951 0.00074937013570547612 0.0010846602421158025 2.7963914613593489e-06 -0.00016363415554032201 0.00015506237465888971 -0.00057133710129953386 0.00067695296383281096 -0.00070931692817921999 -0.0023042412455116334 -0.00093448524018317162 2.7720815028580147e-05 -0.00014654841030509403 0.0032162196752498319 0.00013414929289758958 -0.0001642362784702911 0.00076351452789666038 5.0105845104830851e-05 0.00017010609515956786 -0.00040722237695774768 -0.00020154022820356943 -0.0001487607223194587 1.7630442712146533e-06 -0.0001107776427317475 7.1461747994874263e-05
leaf_weight=138 41 160 112 41 106 128 91 25 542 37 30 30 26 43 26 26 38 170 26 121 54 109 124 118 221 102 30 106 51 63
leaf_count=138 41 160 112 41 106 128 91 25 542 37 30 30 26 43 26 26 38 170 26 121 54 109 124 118 221 102 30 106 51 63
internal_value=-0.000769755 -5.62061e-05 -0.00260341 -0.0036019 -0.00519802 0.000291165 0.000706837 -0.00126761 0.000467692 0.000743198 -0.000471281 0.00171633 0.00243243 -0.00183761 -0.00238318 -0.00166234 -0.00111421 -0.00186916 0.0040404 0.00635135 -0.00075 0.00185714 -0.00122034 0.00139785 -0.00703297 -0.00454545 0.00268456 -0.00231047 0.0007 0.000568182
internal_weight=2935 2124 811 622 393 1981 1715 131 1624 1496 668 828 211 457 427 384 358 320 286 147 229 139 294 185 262 143 148 266 189 175
internal_count=2935 2124 811 622 393 1981 1715 131 1624 1496 668 828 211 457 427 384 358 320 286 147 229 139 294 185 262 143 148 266 189 175
cat_boundaries=0 18 20 22 45 46 48 49 50 51 52 53 54 55
cat_threshold=131074 0 537927680 2624000 32 134217792 131072 805306368 2048 0 8224 256 0 0 67108864 32 1073741968 384 67141633 2148663328 64 34 0 4 0 0 0 0 262144 0 0 0 0 131072 0 512 0 0 0 0 0 0 128 0 16777216 456 19456 2 136314880 202 16851232 36 4 10 280
is_linear=0
shrinkage=0.04


Tree=239
num_leaves=31
num_cat=14
split_feature=7 8 3 0 10 4 17 12 0 12 14 6 3 4 11 8 7 0 0 0 1 6 3 3 9 0 0 0 0 12
split_gain=2.1268 1.65258 1.42843 1.17617 1.12412 0.882473 1.07061 1.62889 1.4647 1.29374 1.63122 1.21571 1.50269 1.06963 1.03764 0.993877 0.811156 0.980921 0.852612 1.89099 0.778604 0.76681 1.25694 0.747112 0.958732 0.615319 0.588489 0.531215 0.447217 0.428116
threshold=0 1 2000.5000000000002 44.07500000000001 2 55.000000000000007 3 4 40.675000000000004 5 6 7 2008.5000000000002 2331015000.0000005 8 9 10 16.750000000000004 20.500000000000004 35.250000000000007 5.5000000000000009 11 2010.5000000000002 1997.5000000000002 12 31.500000000000004 48.175000000000004 18.500000000000004 42.710000000000008 13
decision_type=9 9 8 10 9 8 9 9 8 9 9 9 10 8 9 9 9 10 10 10 10 9 10 10 9 8 10 10 10 9
left_child=28 3 -3 23 5 -4 7 8 -7 15 11 -11 14 -9 29 27 17 -17 -18 -20 21 -21 -23 24 -2 -12 -5 -8 -1 -13
right_child=1 2 4 26 -6 6 9 13 -10 10 25 12 -14 -15 -16 16 18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014959967869052804 -0.00010047720942608862 -0.00020035578860884586 -0.00016290086046105045 0.00018942874969607004 0.0001863467662750651 -2.7576772000372786e-05 -3.2185117655032517e-05 0.0004130058396432901 -0.00076821536599439358 -7.612805805731426e-05 -8.8326673863967645e-05 -9.286896956403723e-05 0.0004374065402588201 1.8678858958622867e-05 4.7572438693279651e-05 -0.00036221405300615575 1.0257991960074264e-05 -2.7745730055492858e-05 -0.00017006188963893719 0.000161525479645519 0.00040342363228457857 4.4980329167998433e-07 -0.00066415605051453499 -0.00013888562749396981 0.00016118770991475629 -0.00096987532256267886 1.0935240166709548e-05 -0.0001322338022600178 2.423073050373148e-05 -4.8413515230336659e-05
leaf_weight=70 130 135 36 46 126 89 37 33 27 158 112 118 79 129 144 25 164 78 56 119 38 182 32 68 167 124 30 63 34 295
leaf_count=70 130 135 36 46 126 89 37 33 27 158 112 118 79 129 144 25 164 78 56 119 38 182 32 68 167 124 30 63 34 295
internal_value=-0.000828523 -0.00103823 -0.00145228 0.00119469 -0.00121854 -0.00143322 -0.00133143 0.000968858 -0.00251969 -0.00167847 -0.00261287 -0.00168944 -0.000865533 0.00346821 -0.0016129 -0.000447205 0.000113475 -0.00298246 0.000697674 -0.000233645 0.000806452 0.000179641 -0.00124444 0.000273224 0.00114094 -0.00550607 0.00571429 -0.00396396 0.00452174 -0.00259434
internal_weight=2944 2840 2399 441 2264 2138 2102 278 116 1824 1030 794 636 162 557 794 694 103 591 427 371 333 214 365 297 236 76 100 104 413
internal_count=2944 2840 2399 441 2264 2138 2102 278 116 1824 1030 794 636 162 557 794 694 103 591 427 371 333 214 365 297 236 76 100 104 413
cat_boundaries=0 14 44 45 46 47 49 50 51 52 73 90 91 93 94
cat_threshold=268435456 16 0 8192 0 0 0 8192 0 0 8192 0 16 268435456 0 1048578 4 0 2147483648 0 262144 2147483648 0 32768 0 2052 0 1048576 0 0 0 0 0 8192 0 524288 4194304 0 0 32768 64 0 0 4096 257 9 131138 85090306 2 8321 276 16420 16 0 0 0 0 1 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 384 131074 0 0 0 32 0 0 0 67584 0 0 0 0 0 0 0 4096 448 0 20512 65600
is_linear=0
shrinkage=0.04


Tree=240
num_leaves=31
num_cat=13
split_feature=7 7 12 9 4 12 3 7 0 6 3 4 3 3 7 9 4 12 9 4 0 12 3 1 0 6 0 1 4 0
split_gain=3.25062 2.2158 1.45536 1.44931 1.54886 1.40241 1.27197 1.25275 1.92616 1.10369 1.02215 0.910025 0.85641 1.30055 0.769821 1.1994 1.19623 0.781964 1.43093 0.963052 0.773699 0.764845 0.749958 0.927799 0.718168 0.579518 0.856835 0.575208 0.619558 0.566458
threshold=0 1 2 3 101.00000000000001 4 2014.5000000000002 5 40.675000000000004 6 2006.5000000000002 1525190000.0000002 1994.5000000000002 2007.5000000000002 7 8 52809240000.000008 9 10 1050.0000000000002 44.07500000000001 11 2013.5000000000002 5.5000000000000009 39.07500000000001 12 35.850000000000009 3.5000000000000004 575.00000000000011 40.675000000000004
decision_type=9 9 9 9 10 9 10 9 10 9 10 10 8 8 9 9 8 9 9 8 8 9 8 10 10 9 10 10 10 10
left_child=9 5 3 -3 10 22 7 8 -4 11 21 -1 -9 -14 16 -16 -15 18 19 -17 25 -5 -2 -24 -18 27 -27 -19 -29 -21
right_child=1 2 6 4 -6 -7 -8 12 -10 -11 -12 -13 13 14 15 17 24 20 -20 29 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0016438749730735226 -0.00056703047516940333 1.7072319253976786e-05 3.5983665768881679e-05 -3.0377619978594341e-07 -0.00063342148473054748 -8.719307973237279e-06 -0.00013541504068751209 0.0011669116164344474 -0.00019568747338365001 3.8119598422525771e-06 -0.00042502609349696739 1.4544554291120449e-05 -0.0001870904200853829 1.2690104452346419e-05 -0.00066794767393663079 -0.0012018313753694087 -6.7598765183802807e-05 0.0011530307533286078 0.00041527415928250378 -3.6300140379808002e-07 0.00012688042363393493 -5.9031202216033311e-05 -0.00016464677696550467 1.4844983969837245e-05 -0.0014078369497719124 -1.2630071384833741e-05 0.00098457173432787938 1.3728817860823028e-05 -0.0003056871630629843 -0.00016580289886711341
leaf_weight=113 40 148 260 203 46 170 158 44 28 114 42 47 115 35 120 31 36 26 138 251 37 165 174 36 34 34 88 159 26 43
leaf_count=113 40 148 260 203 46 170 158 44 28 114 42 47 115 35 120 31 36 26 138 251 37 165 174 36 34 34 88 159 26 43
internal_value=-0.000560432 -0.000985915 -0.00048288 -0.00214634 -0.00325482 -0.00361949 0.000131422 0.000491368 0.00280936 0.00350877 -0.00253041 0.00561404 -8.14332e-05 -0.000289608 0.000151086 0.000518672 -0.00293103 0.00106635 -4.21941e-05 -0.0014881 0.0024147 -0.00184282 -0.00551724 -0.00473934 -0.00619718 0.00185629 0.00390977 0.00045045 -0.000322581 -0.000813559
internal_weight=2961 2687 2267 604 456 420 1663 1505 288 274 410 160 1217 1173 1058 953 105 833 463 325 370 368 250 210 70 333 122 211 185 294
internal_count=2961 2687 2267 604 456 420 1663 1505 288 274 410 160 1217 1173 1058 953 105 833 463 325 370 368 250 210 70 333 122 211 185 294
cat_boundaries=0 17 35 37 39 41 55 56 73 75 76 78 80 81
cat_threshold=0 268435456 1073741824 8192 34 64 4194304 8192 0 0 0 128 16 0 0 0 1073745920 0 16 34611200 524292 0 134217728 0 536870912 65536 134217728 32768 64 268435456 0 0 32 0 384 67133696 32 0 20500 1139746 32 2 129 0 2048 0 0 0 131072 0 8224 0 0 0 268435456 136 1 0 0 0 0 0 0 268435456 33554432 0 8192 0 128 0 67108864 0 16 256 8240 165922 0 6144 8192 32 392
is_linear=0
shrinkage=0.04


Tree=241
num_leaves=31
num_cat=11
split_feature=8 11 8 9 2 12 1 0 2 2 0 2 0 1 3 14 2 2 0 2 17 2 12 9 11 9 0 2 0 3
split_gain=2.21419 1.31004 1.25291 2.29627 1.79007 1.22332 1.32809 0.977928 0.869138 1.66004 0.840538 0.950031 0.817145 0.812801 0.724774 0.790214 0.9963 1.25471 0.942227 1.14139 0.960131 1.4003 1.17024 1.14976 0.972569 1.24489 1.05543 1.3863 0.970025 0.952193
threshold=0 1 2 3 51.500000000000007 4 4.5000000000000009 50.425000000000004 108.50000000000001 34.500000000000007 18.500000000000004 27.500000000000004 14.500000000000002 3.5000000000000004 2016.5000000000002 5 352.00000000000006 23.500000000000004 42.250000000000007 416.00000000000006 6 88.500000000000014 7 8 9 10 23.500000000000004 26.500000000000004 30.500000000000004 2007.5000000000002
decision_type=9 9 9 9 10 9 10 10 10 8 10 10 8 10 10 9 10 10 8 10 9 8 9 9 9 9 10 8 10 10
left_child=5 10 3 -3 -5 -1 -7 12 9 -8 -2 -12 13 -4 15 16 17 -14 19 20 21 -17 23 -22 28 26 -26 -28 -25 -24
right_child=1 2 7 4 -6 6 8 -9 -10 -11 11 -13 14 -15 -16 18 -18 -19 -20 -21 22 -23 29 24 25 -27 27 -29 -30 -31
leaf_value=4.5387082347332354e-05 1.2387765564270127e-05 -3.6146316709562142e-06 -5.6500540730084479e-05 0.00069327762808846672 -5.4055421934933183e-05 -0.00057776640694569888 -2.9668000103626469e-05 5.3611345642394784e-05 0.00022397479656916631 -0.00023096920768509222 -3.6901815808079163e-05 -0.0014347577950001877 0.00015046978460368622 -0.00028448930998408172 0.00011169627800448722 -1.6686171010178443e-05 -0.00048794267942227522 0.0018458625506262295 -5.8644714379134654e-05 0.0015221384000106042 -0.00021459086485446478 -0.0014250979578794443 -5.5250431810449642e-06 1.9280953226861185e-05 -8.2333528211719914e-05 0.0012809979243536774 -0.00014844676974444583 0.00033409639003593837 0.0010416985333737117 -0.00019063626868689453
leaf_weight=127 30 177 93 121 33 35 163 50 40 58 41 34 58 27 125 101 29 36 208 37 102 37 560 124 27 108 196 92 44 38
leaf_count=127 30 177 93 121 33 35 163 50 40 58 41 34 58 27 125 101 29 36 208 37 102 37 560 124 27 108 196 92 44 38
internal_value=-0.000264228 0.000189051 0.000386196 0.00263158 0.00606061 -0.00290323 -0.00429967 1.90204e-05 -0.00343511 -0.00441441 -0.00396552 -0.00657895 -0.000117474 -0.00330579 8.32033e-05 -0.000122358 0.00283582 0.00505263 -0.000356083 0 -0.000181818 -0.00322148 0.000168971 0.00127841 0.00196013 0.000875576 -0.000429448 0.000276817 0.00446927 -0.00111658
internal_weight=2951 2528 2423 331 154 423 296 2092 261 221 105 75 2042 120 1922 1797 123 94 1674 1466 1429 138 1291 693 591 423 315 288 168 598
internal_count=2951 2528 2423 331 154 423 296 2092 261 221 105 75 2042 120 1922 1797 123 94 1674 1466 1429 138 1291 693 591 423 315 288 168 598
cat_boundaries=0 30 32 59 61 63 64 65 67 69 71 73
cat_threshold=1342177296 4 0 134217728 65536 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 8192 128 524288 4194304 0 0 16384 64 0 0 12288 3 2149064704 0 2056 0 0 2147483648 0 0 2147483648 1 32768 0 131072 2048 0 268435456 4096 0 0 0 0 0 0 0 8 0 0 4 0 10240 16777536 32 129 34 67174498 34 257 48 32800 1024 0 6148
is_linear=0
shrinkage=0.04


Tree=242
num_leaves=31
num_cat=8
split_feature=8 4 2 9 10 2 2 2 1 0 9 6 11 0 2 2 2 2 2 2 8 0 4 2 1 2 2 2 4 11
split_gain=2.32986 1.41529 1.50124 1.2682 1.18997 1.23131 1.50388 1.48011 0.892798 1.22274 0.958601 1.14307 0.874619 2.59676 1.29539 1.21395 1.35413 1.11933 1.46608 1.05362 0.999835 0.916417 0.807729 0.726287 0.704984 0.652958 1.25414 0.700935 0.648886 0.891083
threshold=0 313.50000000000006 147.50000000000003 1 2 49.500000000000007 60.500000000000007 99.000000000000014 1.5000000000000002 36.400000000000006 3 4 5 47.250000000000007 7.5000000000000009 58.500000000000007 65.500000000000014 12.500000000000002 20.500000000000004 67.500000000000014 6 40.250000000000007 40797.000000000007 7.5000000000000009 5.5000000000000009 8.5000000000000018 18.500000000000004 46.500000000000007 6050.0000000000009 7
decision_type=9 8 10 9 9 8 8 8 10 8 9 9 9 10 10 8 10 10 10 10 9 10 8 10 8 8 10 10 8 9
left_child=3 -2 4 12 -3 8 -7 -8 9 -6 11 -10 14 15 -1 20 21 -16 -19 -20 -14 -17 -5 -22 -4 -24 -27 -28 -12 -30
right_child=1 2 24 22 5 6 7 -9 10 -11 28 -13 13 -15 17 16 -18 18 19 -21 23 -23 25 -25 -26 26 27 -29 29 -31
leaf_value=0.00019057919976713577 -0.00055807703502807726 -0.0004737985387869159 -8.353507071660715e-05 0.0015347852077380964 0.0021506870375748123 0.0015056494813228483 -5.5626317331558538e-05 0.00023305256921808849 -4.7809168093806421e-05 -0.00036568589009238649 -0.00023446807022033057 -0.00065325013686152295 6.0024447767403899e-06 8.4450249109977444e-05 -8.5092979699510351e-05 -0.00019881217171686673 3.8752958733567768e-06 8.0230763705699818e-05 -0.00013673318971910931 1.867250751956817e-05 -2.2723731088092336e-06 -0.0012207651037800815 -6.5520022199052624e-05 0.00062029443058591487 -0.00075722994825511592 0.0014766938769309591 -0.00027076415162035516 6.0646806535444857e-05 2.6156643205652587e-05 -3.2594737588382827e-05
leaf_weight=56 63 114 97 26 35 53 89 213 128 26 53 128 356 29 65 27 173 59 100 69 25 34 43 92 45 60 30 45 389 253
leaf_count=56 63 114 97 26 35 53 89 213 128 26 53 128 356 29 65 27 173 59 100 69 25 34 43 92 45 60 30 45 389 253
internal_value=-0.000369624 -0.00134355 -0.00112069 0.000907692 -0.00074224 -0.000391872 0.00162921 0.000528053 -0.00110563 0.00354839 -0.00140756 -0.00344569 0.000346715 0.0011245 -0.00127778 0.000649718 -0.00170213 -0.00238095 -0.00104803 -0.00294118 0.00181435 -0.00677419 0.00372093 0.00484375 -0.00503497 0.00290503 0.00426471 0.000789474 -0.000594901 -0.000248834
internal_weight=2975 1686 1623 1289 1481 1367 355 302 1012 61 951 256 1085 736 349 707 234 293 228 169 473 61 204 117 142 178 135 75 695 642
internal_count=2975 1686 1623 1289 1481 1367 355 302 1012 61 951 256 1085 736 349 707 234 293 228 169 473 61 204 117 142 178 135 75 695 642
cat_boundaries=0 30 32 33 35 36 38 61 62
cat_threshold=1342177296 1048584 0 0 2147483648 1 262144 2147483648 0 32768 0 131072 2048 1049088 0 0 0 0 4096 8192 256 0 20971520 8 0 268484608 0 0 0 4096 1 30720 1 1073741824 180 146 4 1024 0 0 0 0 0 0 0 0 0 0 0 0 2048 512 0 0 0 0 0 0 0 0 20971520 16388
is_linear=0
shrinkage=0.04


Tree=243
num_leaves=31
num_cat=13
split_feature=7 6 7 12 3 12 2 9 3 9 2 2 6 2 9 7 2 2 1 2 7 2 13 2 12 5 2 3 1 3
split_gain=2.95143 2.2765 1.79614 1.93263 1.62901 1.0449 1.39008 2.4649 1.23981 1.42853 1.20448 1.14958 1.22132 1.23971 1.10732 0.919634 1.00064 0.90197 0.879407 0.832835 0.75804 1.32787 0.978955 0.742627 0.72696 0.6731 0.818424 0.657395 1.4451 0.949009
threshold=0 1 2 3 2019.5000000000002 4 21.500000000000004 5 2013.5000000000002 6 23.500000000000004 9.5000000000000018 7 55.500000000000007 8 9 4.5000000000000009 19.500000000000004 3.5000000000000004 52.500000000000007 10 72.500000000000014 11 48.500000000000007 12 1.5000000000000002 47.500000000000007 2014.5000000000002 5.5000000000000009 2016.5000000000002
decision_type=9 9 9 9 8 9 10 9 10 9 10 10 9 10 9 9 10 10 10 8 9 10 9 10 9 8 10 8 10 10
left_child=1 18 3 -2 -3 8 14 25 9 -4 -10 -11 13 23 -7 16 -16 -14 -1 -20 21 -9 -22 -13 27 -8 -27 -17 29 -29
right_child=2 4 5 -5 -6 6 7 20 10 11 -12 12 17 -15 15 24 -18 -19 19 -21 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00075922815678758587 -6.9552863741861875e-05 -0.0013690971386354533 2.3198061928937365e-05 0.00013897519289528758 -0.00037953872036524674 0.00035482482422377615 -0.0010440025585437241 -0.00030266737285053583 -1.5954621001839087e-05 -0.00013557889242811429 -0.0004773393432565598 -9.5454883201284698e-07 2.5110377477446377e-05 2.8702730709255775e-05 0.00011717012359383717 0.0002133401744675112 1.322654546385138e-06 -0.00054862382623468878 -1.8275737577120311e-05 -0.00013283789263951462 -4.665754633613517e-05 0.0001298609909596138 5.8221706679049138e-05 -0.00039345900347022679 0.00013886926862191729 -1.3548215675029952e-06 -0.00089873564022177274 -0.00021295124681159906 0.00021279411572884045 -0.00028437717888973423
leaf_weight=38 117 45 138 263 124 168 28 80 41 155 30 164 51 102 31 42 98 120 176 47 133 38 209 29 128 40 47 195 41 30
leaf_count=38 117 45 138 263 124 168 28 80 41 155 30 164 51 102 31 42 98 120 176 47 133 38 209 29 128 40 47 195 41 30
internal_value=-0.000881655 -0.00390023 -0.000347964 0.00214834 -0.00744444 -0.000800372 -9.0978e-05 -0.0015625 -0.0019025 -0.00144737 -0.00694444 -0.00224684 -0.0012848 0.000326797 0.00106267 0.000173611 0.003 -0.00384615 -0.00139706 -0.00241071 -0.000169851 -0.0027907 0.000793201 -0.00154639 -0.000715884 -0.00650794 -0.00522727 -0.00175549 -0.00254682 -0.00380531
internal_weight=2948 430 2518 380 169 2138 1308 575 830 759 71 621 466 295 733 565 129 171 261 223 460 118 342 193 436 115 87 308 266 225
internal_count=2948 430 2518 380 169 2138 1308 575 830 759 71 621 466 295 733 565 129 171 261 223 460 118 342 193 436 115 87 308 266 225
cat_boundaries=0 17 18 32 33 35 37 39 40 42 51 60 61 62
cat_threshold=0 16 571482112 786944 524288 64 33554432 809500672 0 134225952 32768 0 268435472 0 0 32 1073746048 408 268435456 268435585 1073741824 2105344 32 0 0 8192 65536 16 32 0 0 268435456 85082400 16870656 2 1 12416 1 20512 76 0 12432 0 0 0 4 0 0 131072 131072 2048 0 0 67108864 0 0 0 131072 0 2048 2 1081410
is_linear=0
shrinkage=0.04


Tree=244
num_leaves=31
num_cat=11
split_feature=7 12 7 12 3 11 4 12 0 0 4 3 3 10 4 4 0 9 0 7 1 0 3 0 3 1 5 4 11 12
split_gain=4.20287 1.92326 1.44046 1.39511 1.12109 0.778458 0.820715 0.778831 1.32232 0.683351 0.626767 0.510048 1.05314 0.647283 0.685137 0.69104 0.783807 0.796444 2.23674 0.787351 1.13652 1.09068 0.594994 0.539779 0.496654 0.715455 0.451574 0.835108 0.419035 0.443075
threshold=0 1 2 3 1988.5000000000002 4 10510.500000000002 5 22.250000000000004 44.07500000000001 11029.500000000002 2015.5000000000002 2020.5000000000002 6 208770000.00000003 6789.5000000000009 50.425000000000004 7 35.850000000000009 8 1.5000000000000002 44.07500000000001 2003.5000000000002 40.250000000000007 1991.5000000000002 4.5000000000000009 5.5000000000000009 133.00000000000003 9 10
decision_type=9 9 9 9 10 9 8 9 8 10 10 10 10 9 10 10 10 9 10 9 10 10 8 8 10 10 8 10 9 9
left_child=1 -1 3 -2 -5 6 -4 8 -7 24 -10 13 -13 23 15 16 17 18 -15 -19 -21 22 -22 -9 25 -3 27 -24 -28 -30
right_child=2 9 5 4 -6 7 -8 11 10 -11 -12 12 -14 14 -16 -17 -18 19 -20 20 21 -23 26 -25 -26 -27 28 -29 29 -31
leaf_value=0.00082211003548895436 2.5721748100693275e-06 -8.7931772128300163e-05 -0.00086723470233621928 -0.00014334284553058297 -0.00058874647490966933 2.7547783693400162e-05 -5.2140396474484874e-05 -1.2058632162421645e-05 -2.8052790225530087e-06 -0.00044483627052564149 -0.0002828701595740313 7.6873487377184801e-05 -0.00014401321533284774 0.00011060174311083415 -0.00067816915432793222 0.00023851971730550758 -0.0003131748614217145 -0.00023029258460795178 -0.00050529158435445257 0.004025329237378159 3.1682678744573423e-05 0.0001060428741000763 0.00013398906673472766 0.0013785826780235411 -4.6042096352039149e-06 6.2926954150839271e-05 -1.3006287048256128e-06 -0.0002416792453021799 -1.1539179154382851e-05 -0.00013970988583452028
leaf_weight=102 109 29 25 179 53 170 191 79 411 33 27 84 36 59 62 31 25 112 169 45 60 46 66 34 25 42 260 33 168 180
leaf_count=102 109 29 25 179 53 170 191 79 411 33 27 84 36 59 62 31 25 112 169 45 60 46 66 34 25 42 260 33 168 180
internal_value=-0.000848608 0.00421488 -0.00129174 -0.00369318 -0.0054321 -0.000931208 -0.00317181 -0.000691882 0.000516963 0.000714286 -0.000637813 -0.00116667 0.00132231 -0.00138462 -0.00162773 -0.00143426 -0.00158497 -0.00143453 -0.00351464 -0.000897044 -0.000460299 -0.000810811 -0.00117187 0.00145161 0.00247423 0.00416667 -0.00149718 0.001 -0.00190476 -0.00278552
internal_weight=2945 231 2714 341 232 2373 216 2157 608 129 438 1549 120 1429 1316 1254 1223 1198 228 970 858 813 767 113 96 71 707 99 608 348
internal_count=2945 231 2714 341 232 2373 216 2157 608 129 438 1549 120 1429 1316 1254 1223 1198 228 970 858 813 767 113 96 71 707 99 608 348
cat_boundaries=0 18 19 37 38 41 43 44 46 63 64 65
cat_threshold=268451840 128 1073741824 8192 32 8194 0 8192 0 0 0 0 128 268435456 0 0 0 32768 16850946 0 0 101720064 2097152 0 0 0 541065216 0 134225968 8192 0 276824080 0 0 0 1073741952 128 67142720 67125248 66560 4096 175104 2 33 256 16516 131074 0 0 0 0 0 0 0 65536 0 0 128 0 0 0 0 4096 32 68157730
is_linear=0
shrinkage=0.04


Tree=245
num_leaves=31
num_cat=14
split_feature=8 9 4 12 6 8 12 2 2 6 9 2 2 13 2 3 2 2 4 12 11 16 16 4 4 4 2 2 12 2
split_gain=2.52185 0.940316 1.22213 0.947406 0.926331 0.910594 1.07944 1.09586 1.02089 1.00339 0.730425 1.88225 1.61016 1.13718 0.903164 1.11695 0.72901 0.957024 0.843787 0.725388 0.948428 2.10771 1.13027 0.904057 1.41088 0.818609 1.51404 0.678747 0.67714 0.835774
threshold=0 1 3890.0000000000005 2 3 4 5 5.5000000000000009 37.500000000000007 6 7 9.5000000000000018 12.500000000000002 8 44.500000000000007 2008.5000000000002 24.500000000000004 9.5000000000000018 8.0000000000000018 9 10 11 12 972430000.00000012 8400.0000000000018 1009900000.0000001 40.500000000000007 10.500000000000002 13 41.500000000000007
decision_type=9 9 10 9 9 9 9 8 10 9 9 10 10 9 10 10 10 8 10 9 9 1 1 8 10 10 8 10 9 10
left_child=19 2 5 -3 -5 -2 8 -8 9 -7 11 -9 -12 28 15 -15 17 -6 -18 20 22 25 -1 24 -21 26 -22 -19 -13 -30
right_child=1 3 -4 4 16 6 7 10 -10 -11 12 13 -14 14 -16 -17 18 27 -20 23 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00010413637808127873 -0.00015072323739740768 -0.00018602372359321606 0.00048255358150477433 -0.00020938182907684677 4.2601832392819004e-06 -2.081360209370331e-05 1.3856499268740663e-05 -0.00097866723015876283 2.2397719311832987e-05 1.089312917045504e-05 2.9884400209283513e-05 -7.5641689621619436e-06 -0.0011394699016403821 7.5230790337457165e-05 -0.000110654878993941 -0.00023760444198721588 5.8798943256661576e-05 0.0017516950034458746 -0.00022373251096688307 6.7259978409666139e-05 -0.00078490245296286793 0.00015599900456393813 -0.0001326486057467946 0.00010445531401423125 -0.00025855515775973002 7.8153191305574418e-06 -0.00020137558811569533 0.00062204714093802235 -0.00024751861650884166 -1.6467345821027379e-05
leaf_weight=89 136 124 34 121 76 208 161 81 212 133 37 127 81 135 137 25 74 36 31 27 39 42 44 385 37 35 54 73 85 55
leaf_count=89 136 124 34 121 76 208 161 81 212 133 37 127 81 135 137 25 74 36 31 27 39 42 44 385 37 35 54 73 85 55
internal_value=-0.000517888 -0.00120383 -0.00167672 0.00025641 0.00118483 -0.00184634 -0.00151882 -0.00235294 -0.000106383 -0.00146199 -0.00301047 -0.00234756 -0.00589147 -0.00155752 0.000194805 0.00223602 0.00239203 0.00397849 -0.000188679 0.00146789 -6.36943e-05 -0.00198895 0.00236111 0.00247826 -0.00184615 -0.00465116 -0.00659574 0.00636364 -0.00338129 -0.00529801
internal_weight=2934 2182 1647 535 411 1613 1477 924 553 341 763 645 118 564 297 160 290 185 105 752 303 170 133 449 64 128 93 109 267 140
internal_count=2934 2182 1647 535 411 1613 1477 924 553 341 763 645 118 564 297 160 290 185 105 752 303 170 133 449 64 128 93 109 267 140
cat_boundaries=0 30 32 33 34 64 66 67 69 70 72 73 74 75 76
cat_threshold=1073741824 2052 0 134217728 2147483648 0 0 2147483648 0 0 0 2052 2048 1050112 268435456 4096 0 0 33558528 0 2147483776 0 0 0 0 32768 4 0 0 8192 256 18452 1123360 144 0 8 0 0 65536 1 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16384 0 0 0 4096 84061184 2 284 0 2052 2 116992 32 36 2 2 1130560
is_linear=0
shrinkage=0.04


Tree=246
num_leaves=31
num_cat=10
split_feature=7 8 7 10 3 8 1 8 2 2 2 13 2 2 3 5 11 2 3 2 2 2 11 3 2 2 2 2 6 2
split_gain=2.55718 2.46868 1.34694 1.4146 1.19499 1.24808 1.07024 1.03713 1.03229 1.27878 1.35223 0.924025 1.6091 2.3382 0.884875 0.858525 1.08534 1.20055 1.01238 0.801801 0.771437 0.745598 0.745261 1.35884 0.721098 0.625523 0.586966 1.09395 0.589606 1.20092
threshold=0 1 2 3 2021.5000000000002 4 5.5000000000000009 5 50.500000000000007 34.500000000000007 18.500000000000004 6 57.500000000000007 40.500000000000007 2005.5000000000002 1.5000000000000002 7 29.500000000000004 2016.5000000000002 25.500000000000004 23.500000000000004 69.500000000000014 8 1977.5000000000002 17.500000000000004 22.500000000000004 11.500000000000002 19.500000000000004 9 4.5000000000000009
decision_type=9 9 9 9 10 9 8 9 8 10 10 9 10 8 10 8 9 10 8 10 10 10 9 10 10 8 10 10 9 10
left_child=7 15 6 25 5 -5 11 21 9 10 -9 -3 13 -13 22 -2 17 -17 -18 -16 -12 -1 23 24 -7 -4 28 -28 -24 -30
right_child=1 2 3 4 -6 14 -8 8 -10 -11 20 12 -14 -15 19 16 18 -19 -20 -21 -22 -23 26 -25 -26 -27 27 -29 29 -31
leaf_value=-4.24576597131221e-05 -2.1943294784634304e-05 3.617378571135532e-05 0.0010097535496440457 -0.0002047567109450199 -0.00082341612541767971 1.3974150727165124e-05 7.888531226530659e-05 -2.6092354348499213e-05 -0.00021533448694739833 0.0002528020283683219 -0.001255171432081923 -1.1768673278567121e-06 8.1658278616600911e-05 -0.00062562484149196961 -2.5415956849883515e-06 -2.8241313678947223e-05 2.1080915817996981e-05 3.5208134295743321e-05 0.00046939935245319479 0.00048111044945635227 -0.00037710389044377736 0.00034247004073009182 0.00013586246847705041 -6.7645176303230418e-05 0.00019613670039202448 4.1695095064397948e-06 -0.00075844831563287585 -4.6907060543830423e-05 -0.00038853932262149725 0.00019861951473185258
leaf_weight=211 67 143 55 165 25 55 154 168 163 53 33 177 60 39 113 56 48 53 160 61 46 35 126 33 38 89 91 255 139 72
leaf_count=211 67 143 55 165 25 55 154 168 163 53 33 177 60 39 113 56 48 53 160 61 46 35 126 33 38 89 91 255 139 72
internal_value=-0.000395442 0.000262582 -0.000336665 -0.00103916 -0.00150338 -0.00132289 0.00126712 -0.00247222 -0.0035865 -0.00225914 -0.00346774 0.000238095 -0.00111498 -0.00276498 -0.000744467 0.00313924 0.00408805 0.0005 0.0056621 0.00182857 -0.00775 -0.000311284 -0.00130864 0.00145985 0.00404255 0.00258065 -0.00181556 -0.00299712 -0.000650888 -0.00189189
internal_weight=2983 2274 1890 1317 1173 1148 573 709 463 300 247 419 276 216 983 384 317 109 208 174 79 246 809 126 93 144 683 346 337 211
internal_count=2983 2274 1890 1317 1173 1148 573 709 463 300 247 419 276 216 983 384 317 109 208 174 79 246 809 126 93 144 683 346 337 211
cat_boundaries=0 18 47 64 65 89 115 116 119 121 122
cat_threshold=147456 0 34603008 2624000 0 134217794 33685504 268435456 0 134217776 0 320 268435472 0 67108864 0 1073741840 384 1073741824 2052 0 0 2147483648 1 0 0 0 0 0 2052 0 1048576 0 0 0 0 33558528 0 128 0 4194304 0 0 0 4 0 524288 268435459 1 67108864 0 0 0 0 139264 33619968 8192 8224 0 0 268435456 0 0 128 33 0 0 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 16777216 8 0 0 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 128 0 16777216 0 0 16384 4 16416 512 524288 16416 1536 200
is_linear=0
shrinkage=0.04


Tree=247
num_leaves=31
num_cat=6
split_feature=7 7 9 0 3 2 4 9 0 4 6 0 3 2 0 3 4 4 2 7 2 2 2 2 2 5 2 3 2 2
split_gain=2.40338 1.56723 1.64708 1.00489 0.953186 0.811076 0.778578 0.695313 1.06101 0.9008 0.761065 1.41825 1.37183 1.23854 0.995664 1.25863 0.869718 0.818807 0.78088 0.759691 1.10795 0.705715 0.705324 1.46828 0.689675 0.65235 0.681042 1.31631 0.650958 0.639881
threshold=0 1 2 42.710000000000008 2016.5000000000002 492.00000000000006 7470085000.000001 3 12.250000000000002 552615000.00000012 4 43.175000000000004 2011.5000000000002 1.5000000000000002 36.900000000000006 2009.5000000000002 1950.0000000000002 86.000000000000014 35.500000000000007 5 131.00000000000003 8.5000000000000018 44.500000000000007 17.500000000000004 155.00000000000003 1.0000000180025095e-35 17.500000000000004 2020.5000000000002 3.5000000000000004 13.500000000000002
decision_type=9 9 9 10 8 8 10 9 8 8 9 8 8 10 10 10 10 10 10 9 8 8 10 8 8 10 10 8 10 10
left_child=24 2 3 4 -2 -6 7 10 22 -10 14 12 -12 -14 -3 18 17 -15 21 20 29 28 23 -9 25 26 -1 -28 -16 -11
right_child=1 6 -4 -5 5 -7 -8 8 9 19 11 -13 13 16 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00025984895809173737 -0.0002164882532204615 0.00025900073549760093 0.00044848039717813041 -0.00034289373576726237 0.00064087423356198772 -7.4437433309562092e-05 -0.00068135992032061668 -0.00038170198237310162 0.00011039068225823456 -2.6226908082307431e-05 0.00019670554434021882 3.2859190391043573e-05 0.00031474716404638058 -3.8541927979238722e-05 -0.0020943501957199828 5.4645622916709157e-05 1.159815201376091e-05 -0.00083435798158774336 -4.9327630798146062e-05 6.8573953852535401e-06 2.6774465671763894e-05 -0.0011190359044078236 -0.00030224689478941969 6.6897365234694912e-05 -0.001190858377753017 -0.0004540570775834496 -0.0004357931497642653 0.00032392564957085313 0.00013316827432493738 -0.00016269326275683227
leaf_weight=75 31 38 141 65 89 50 47 39 90 35 31 54 29 243 31 47 44 31 45 1177 41 104 47 43 26 46 34 49 30 41
leaf_count=75 31 38 141 65 89 50 47 39 90 35 31 54 29 243 31 47 44 31 45 1177 41 104 47 43 26 46 34 49 30 41
internal_value=-0.00032481 2.24383e-05 0.00237726 0.000243902 0.00187135 0.00328571 -0.000374238 -0.000267738 0.000223097 0.000548736 -0.00127371 -0.000180587 -0.00105541 -0.00178161 -0.00281046 -0.00379845 -0.00250784 -0.00334545 -0.00511848 0.000277992 -0.00265625 -0.00638554 -0.00323077 -0.000963855 -0.00414938 -0.0035122 -0.00226415 0.000238095 -0.00290323 -0.00571429
internal_weight=2893 2663 376 235 170 139 2287 2240 1513 1384 727 432 378 347 295 257 318 274 210 1294 117 165 129 82 230 204 158 83 61 76
internal_count=2893 2663 376 235 170 139 2287 2240 1513 1384 727 432 378 347 295 257 318 274 210 1294 117 165 129 82 230 204 158 83 61 76
cat_boundaries=0 18 35 37 39 40 57
cat_threshold=131072 0 1048576 524288 65536 134225984 0 536870912 0 32 8192 0 268435456 0 0 0 128 256 268435458 268435584 1644167168 2097152 34 0 0 8192 0 0 32 256 0 0 0 0 4112 0 26624 257 20516 198 0 0 8192 0 0 0 0 0 2048 134217728 0 128 0 0 0 0 1073741824
is_linear=0
shrinkage=0.04


Tree=248
num_leaves=31
num_cat=11
split_feature=8 7 9 12 8 12 9 2 13 5 2 7 12 2 2 3 3 1 2 6 2 2 3 2 2 2 2 1 2 2
split_gain=2.63295 2.8653 1.54229 1.32153 1.82115 1.25828 1.25792 1.24856 1.61589 1.22347 1.01799 1.59022 1.05648 1.07859 1.03305 1.0071 1.05753 0.997213 1.11379 0.931516 1.12336 0.914311 0.960073 0.824904 0.80645 0.724916 1.74795 0.869318 0.72217 0.715212
threshold=0 1 2 3 4 5 6 44.500000000000007 7 1.5000000000000002 8.5000000000000018 8 9 44.500000000000007 6.5000000000000009 2008.5000000000002 1983.0000000000002 5.5000000000000009 19.500000000000004 10 2.5000000000000004 61.500000000000007 2008.5000000000002 20.500000000000004 4.5000000000000009 78.500000000000014 131.00000000000003 5.5000000000000009 11.500000000000002 39.500000000000007
decision_type=9 9 9 9 9 9 9 10 9 10 10 9 9 10 10 10 10 8 10 9 8 10 10 8 10 8 10 8 10 10
left_child=5 2 25 9 17 -1 10 8 -8 15 14 -12 13 -13 19 16 29 -5 -19 24 -21 22 -7 28 -6 27 -27 -2 -4 -3
right_child=1 3 23 4 6 21 7 -9 -10 -11 11 12 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.6584222449675964e-07 -2.4014761883250915e-06 3.6196729321105181e-05 -0.00066549548854322182 0.00073068173423187946 -6.3900759310371314e-05 -0.00034934952954845499 -0.00022708790410526093 0.0016974531457106324 0.00099400161580074807 0.00010801198489893694 5.1325619636770625e-05 -1.1958576979935742e-05 -8.4237776090247962e-05 0.00078023190473288653 2.6089907366255716e-05 0.00024269872284577332 -0.00027747102491289868 0.00039232796375962667 -0.00018137257757793181 -0.0004504860549278078 0.00022857354537048736 -5.7081467067057188e-05 -6.5257842384625063e-06 -0.00022330119208540113 -0.00093868565143175433 -0.00087578804294686564 0.00026608995397744197 0.00034336614184613977 -0.0028851722430970027 -1.1766042648702069e-05
leaf_weight=102 141 291 44 116 118 104 101 50 108 27 123 80 634 57 38 46 33 85 37 34 96 62 25 78 25 35 43 28 26 106
leaf_count=102 141 291 44 116 118 104 101 50 108 27 123 80 634 57 38 46 33 85 37 34 96 62 25 78 25 35 43 28 26 106
internal_value=-0.000228058 0.000183838 -0.0029064 0.000749097 0.000210158 -0.00375 -0.000325424 0.00214815 0.000857143 0.00252918 -0.000871711 -0.00156425 -0.00222506 0.000945946 0.00108974 0.00209644 0.00148492 0.00337349 0.00097561 0.000218978 0.00255319 -0.00564356 -0.00784615 -0.00603774 -0.00194805 -0.000852713 -0.00405063 0.000588235 -0.00957746 0.0020603
internal_weight=2893 2600 395 2205 1702 293 1464 259 209 503 1205 894 771 137 311 476 430 238 122 273 130 191 129 148 143 247 78 169 70 397
internal_count=2893 2600 395 2205 1702 293 1464 259 209 503 1205 894 771 137 311 476 430 238 122 273 130 191 129 148 143 247 78 169 70 397
cat_boundaries=0 30 48 50 51 80 81 83 84 94 96 97
cat_threshold=1073741840 2 0 0 0 0 0 0 0 0 0 33554432 64 0 0 0 0 0 4096 8192 256 0 4194304 0 0 16384 0 0 0 8192 0 268435584 571482112 524292 524288 134217728 33554432 0 33554432 0 32 2097408 0 0 0 32 1073741968 128 0 6144 68370432 0 2052 0 134217728 0 1 0 0 0 0 0 0 0 512 0 4096 0 0 0 0 0 0 0 0 0 268435456 0 0 524288 43104 257 22532 12 131072 0 67108864 0 0 64 0 0 65536 32 8224 2 14
is_linear=0
shrinkage=0.04


Tree=249
num_leaves=31
num_cat=11
split_feature=8 12 10 1 12 9 12 2 9 4 2 2 3 6 12 2 2 2 8 12 1 2 2 2 2 2 2 3 2 4
split_gain=3.29417 1.62551 1.41027 1.45077 1.21551 1.38087 1.77179 1.82087 1.13973 1.41866 1.86096 1.07354 1.10965 1.03318 1.27033 2.7155 1.53125 1.01976 1.00482 0.989485 1.64407 0.967301 0.899108 0.659143 0.612041 0.584376 1.7924 0.583878 0.575884 1.02212
threshold=0 1 2 5.5000000000000009 3 4 5 18.500000000000004 6 1246835000.0000002 7.5000000000000009 39.500000000000007 2020.5000000000002 7 8 100.50000000000001 24.500000000000004 4.5000000000000009 9 10 5.5000000000000009 7.5000000000000009 9.5000000000000018 16.500000000000004 70.500000000000014 99.000000000000014 291.50000000000006 2007.5000000000002 7.5000000000000009 11.000000000000002
decision_type=9 9 9 8 9 9 9 10 9 8 10 10 8 9 9 8 10 8 9 9 10 10 8 10 8 10 10 8 10 10
left_child=1 18 4 21 8 13 -7 17 25 -10 -11 12 -3 -6 24 16 -16 -8 22 20 -20 -4 -1 -12 -15 -2 -27 -13 -21 -30
right_child=2 11 3 -5 5 6 7 -9 9 10 23 27 -14 14 15 -17 -18 -19 19 28 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=1.5634227523264599e-07 -0.00028024551826106859 -5.7338064580676472e-05 -0.00054227534063379325 0.0011248552968443448 -2.3472275955427334e-06 0.00013420979628918418 6.3172564220224101e-05 0.00023713051716505617 0.0022766466780253227 0.001615022162626616 -0.0013867326248529111 2.6486712140219028e-05 1.1374767701788359e-05 -8.8596655242199058e-05 -3.0719336892204296e-06 0.0013150622901307685 -0.00026442655649589142 -0.0008318714467008448 0.00024086335062648346 0.00056323065368886211 -7.9382344758514021e-05 8.820383799811538e-05 0.00017904889227509104 -0.00031580630111797346 -0.00069171873118357042 0.00045282784646929032 -0.00060031266113501401 -8.2195380263350168e-05 3.1307408428915552e-06 -0.00032005909677145894
leaf_weight=26 570 32 39 44 212 121 29 69 32 41 37 26 314 85 50 35 39 87 119 48 30 68 81 68 39 45 64 204 203 27
leaf_count=26 570 32 39 44 212 121 29 69 32 41 37 26 314 85 50 35 39 87 119 48 30 68 81 68 39 45 64 204 203 27
internal_value=-0.000707106 0.000999108 -0.00177031 0.00185185 -0.0021175 -0.000926641 0.00113565 -0.00132653 -0.00315668 -0.00021164 -0.00190476 -0.000477002 0.00092219 -0.00229299 -0.00401544 -0.000888889 -0.00466667 -0.00444444 0.00256881 0.00159817 0.004125 -0.000555556 0.0059322 -0.00471698 -0.00681481 -0.00391304 -0.00127273 -0.0025974 0.000138408 -0.000692641
internal_weight=2884 1110 1774 151 1623 766 306 185 857 178 146 576 346 460 248 124 89 116 534 427 149 107 107 105 124 679 109 230 278 230
internal_count=2884 1110 1774 151 1623 766 306 185 857 178 146 576 346 460 248 124 89 116 534 427 149 107 107 105 124 679 109 230 278 230
cat_boundaries=0 27 28 29 31 33 34 36 37 38 62 63
cat_threshold=16 14 0 0 2147483648 0 262144 2147483648 1 32768 0 0 10240 1024 268435456 0 0 0 33558528 2048 256 524288 16777216 8 0 268468224 64 68291682 257 3170 34 1 2096 67191040 0 30724 86 67198976 0 12 0 0 0 0 0 0 0 0 0 0 10240 1024 0 0 0 0 0 0 0 0 0 8 2144
is_linear=0
shrinkage=0.04


Tree=250
num_leaves=31
num_cat=12
split_feature=7 8 7 11 17 1 12 2 12 2 2 4 2 12 4 7 2 5 11 2 12 2 2 0 7 0 1 4 0 0
split_gain=2.52655 1.80212 1.7967 1.47763 1.45363 1.16253 1.09512 0.973141 0.950994 0.899875 0.898997 0.869924 0.845586 1.30987 0.990838 0.959331 0.963541 1.15705 0.931066 1.96089 1.21473 0.860395 1.76992 0.761331 0.74739 0.813368 0.743811 0.83638 0.74269 1.24994
threshold=0 1 2 3 4 3.5000000000000004 5 12.500000000000002 6 5.5000000000000009 16.500000000000004 25235975000.000004 9.5000000000000018 7 4350.0000000000009 8 11.500000000000002 1.5000000000000002 9 38.500000000000007 10 34.500000000000007 44.500000000000007 40.675000000000004 11 32.500000000000007 5.5000000000000009 3890.0000000000005 37.750000000000007 23.500000000000004
decision_type=9 9 9 9 9 10 9 8 9 10 8 8 8 9 8 9 8 8 9 8 9 8 10 8 9 10 8 8 10 10
left_child=6 8 -3 -4 5 -5 24 9 28 -8 -9 -12 13 -6 -14 21 -17 -18 19 -19 -20 -16 -23 -22 -1 -26 27 -15 29 -2
right_child=1 2 3 4 12 -7 7 10 -10 -11 11 -13 14 26 15 16 17 18 20 -21 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.3842916682201864e-05 4.4680326886492595e-06 9.5048189588844422e-05 -0.00033547060711619281 -0.001484539729844272 -0.00013820474618203349 -0.00011201914588809814 -0.00015788023658458883 -0.0004519010931025491 9.8680639977750668e-05 0.00033735404657086576 -0.00072090050922547278 -0.00016460547980138074 0.00015914590250293515 0.0028095082807145033 0.00035899253859504653 4.3619018316682911e-05 -0.0010637041000873637 -0.0001336700224025833 -0.00019714168852289049 0.0015545440951521884 1.0177200911307694e-05 -0.00017427884999825948 0.0001850011850113731 -5.8668176532989949e-05 0.0016617225881870113 -2.2023603996643715e-05 0.0031901057632722995 -0.00013975249800964208 3.1829991248741864e-05 -9.887539867072804e-05
leaf_weight=100 41 106 103 30 124 193 44 27 178 44 43 184 74 26 51 102 35 45 111 74 624 25 34 82 48 95 48 168 46 31
leaf_count=100 41 106 103 30 124 193 44 27 178 44 43 184 74 26 51 102 35 45 111 74 624 25 34 82 48 95 48 168 46 31
internal_value=-0.000190671 0.000397968 -2.90416e-05 -0.000316327 -4.30802e-05 -0.00299145 -0.00251678 -0.00396601 0.00325733 -0.000449438 -0.00533333 -0.00447368 0.000379437 -0.0013079 0.000874404 0.000591216 0.000202952 -0.000185185 8.53789e-05 0.00323077 -0.000410628 0.00396694 0.001 0.000223152 -0.000393701 0.00142857 0.000474308 -0.000615385 0.000310078 -0.00219178
internal_weight=2936 2351 2055 1949 1846 223 585 342 296 88 254 227 1623 366 1257 1183 1073 971 936 119 817 110 59 706 243 143 242 194 118 72
internal_count=2936 2351 2055 1949 1846 223 585 342 296 88 254 227 1623 366 1257 1183 1073 971 936 119 817 110 59 706 243 143 242 194 118 72
cat_boundaries=0 18 44 60 62 63 65 67 68 77 80 82 99
cat_threshold=131072 144 68165632 2623488 0 134225984 0 809500672 0 8192 32 384 0 0 67108864 0 1073745936 128 268435456 2056 0 0 2147483648 1 0 2147483648 0 0 0 2048 0 0 0 0 0 0 0 2048 128 0 4194304 0 0 268435456 0 0 0 0 0 2 0 8192 33554432 134217728 32768 0 0 268435456 0 32 67125248 66048 18 16942112 34 67167232 32 67276096 0 1 0 0 32 0 0 0 65536 32768 2147483648 524288 32 32 0 128 67108864 0 0 0 0 536870912 0 8192 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=251
num_leaves=31
num_cat=11
split_feature=7 7 2 2 10 2 2 5 9 4 6 12 7 4 2 2 2 12 17 2 7 2 4 12 1 2 2 2 2 2
split_gain=4.15269 1.60183 1.5286 2.02726 1.24445 1.60466 1.5022 1.11637 0.794833 1.05824 1.14737 0.864384 1.19978 1.82947 1.31865 0.882867 1.11541 1.03259 0.905321 1.91338 0.752999 0.72299 0.748007 0.718984 1.53422 0.820336 0.717514 0.810835 0.830318 0.726115
threshold=0 1 62.500000000000007 99.000000000000014 2 7.5000000000000009 13.500000000000002 2.5000000000000004 3 86.000000000000014 4 5 6 1246835000.0000002 231.50000000000003 66.500000000000014 41.500000000000007 7 8 29.500000000000004 9 9.5000000000000018 355.00000000000006 10 4.5000000000000009 33.500000000000007 1.5000000000000002 12.500000000000002 6.5000000000000009 3.5000000000000004
decision_type=9 9 10 10 9 8 10 8 9 8 9 9 9 10 8 10 10 9 9 10 9 8 10 9 8 10 10 10 10 10
left_child=2 -2 7 -4 8 -6 -7 -1 -3 -10 -11 20 21 14 15 16 17 18 -14 26 -12 -13 23 25 -25 -23 -20 28 29 -28
right_child=1 4 3 -5 5 6 -8 -9 9 10 11 12 13 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00068447239178766491 -0.00021234452198672926 -0.00010456504712820447 -0.0019185756672396082 0.00015228272637827445 -0.00023243964264644035 0.00092571965028000137 3.1488738585707663e-05 0.00013048010783244025 -0.00014482427309737034 -0.00035073519077126746 -6.3471547731808188e-06 5.8073148907098469e-05 -0.00019638990244331468 0.00013480849846438049 -0.00053086347034376764 4.7099639778167555e-05 -0.00043061472233262065 -9.2418592587009134e-05 -0.00011735824275721285 0.0024537935589830796 3.0812394553620951e-05 0.0001834369046755313 -0.00011967801904219755 -0.00025892842909641445 9.984086529755132e-06 4.6320127729870823e-06 0.00062982403403459846 -1.7331553100490281e-05 0.0016678192454152453 -0.00070904343351188006
leaf_weight=33 118 122 25 43 27 49 53 233 35 122 102 55 132 56 130 118 81 233 26 31 472 49 26 46 233 69 41 85 52 47
leaf_count=33 118 122 25 43 27 49 53 233 35 122 102 55 132 56 130 118 81 233 26 31 472 49 26 46 233 69 41 85 52 47
internal_value=-6.79117e-05 -0.000610454 0.00405797 -0.00115942 -0.00038354 0.00328571 0.00582524 0.00554307 -0.000598147 -0.000417407 -0.000308111 -7.63723e-05 -0.000578567 -0.00134228 -0.00176049 -0.00118064 -0.00170096 -0.00114198 9.41176e-05 0.00136519 0.00123077 0.00106339 0.000518868 0.000954774 -0.000206897 0.00341085 0.000238095 0.000973451 0.00283688 0.000449438
internal_weight=2944 2610 334 68 2492 129 102 266 2363 2241 2206 2084 1510 1032 976 846 728 647 414 282 574 478 423 397 279 118 251 225 140 88
internal_count=2944 2610 334 68 2492 129 102 266 2363 2241 2206 2084 1510 1032 976 846 728 647 414 282 574 478 423 397 279 118 251 225 140 88
cat_boundaries=0 16 34 35 37 38 40 52 53 54 63 64
cat_threshold=268435459 1 1073741824 8704 524320 2 4194304 536879104 33554432 268435472 0 256 0 268435456 0 32 131072 0 8192 0 0 0 0 4194304 0 0 8192 0 0 0 0 0 144 256 261 257 16 16 84049984 2 0 0 67108864 4 2 0 0 131072 67584 0 0 128 1124354 10 0 128 67108864 0 0 0 0 131072 2048 3330
is_linear=0
shrinkage=0.04


Tree=252
num_leaves=31
num_cat=9
split_feature=7 2 7 4 6 3 15 2 1 11 3 2 6 2 2 1 7 6 2 3 2 2 9 4 2 3 1 2 2 2
split_gain=2.39717 1.12776 1.24017 1.45272 1.32244 1.14672 0.98439 0.943628 1.27881 0.798539 2.54218 2.21822 0.953244 0.888167 0.844423 0.734137 0.731086 0.859388 1.49994 1.71969 1.89558 1.25752 1.01825 1.00686 1.34888 0.787202 0.709863 1.26681 0.673323 0.929796
threshold=0 3.5000000000000004 1 55.000000000000007 2 2003.5000000000002 3 9.5000000000000018 5.5000000000000009 4 2010.5000000000002 11.500000000000002 5 6.5000000000000009 37.500000000000007 5.5000000000000009 6 7 111.00000000000001 2017.5000000000002 12.500000000000002 141.50000000000003 8 950.00000000000011 24.500000000000004 1998.5000000000002 4.5000000000000009 108.50000000000001 22.500000000000004 43.500000000000007
decision_type=9 10 9 8 9 10 9 8 8 9 10 10 9 10 10 10 9 9 10 8 10 10 9 10 10 10 8 10 10 10
left_child=7 6 4 -4 5 15 -2 -1 -9 16 11 13 14 -11 -13 26 -5 21 19 -19 -21 22 -18 24 25 -24 -3 28 -28 -30
right_child=1 2 3 9 -6 -7 -8 8 -10 10 -12 12 -14 -15 -16 -17 17 18 -20 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-3.4566000042453028e-05 2.8365140947599343e-05 -0.00026292675653952105 -0.00021065341231221168 9.6152963467233129e-06 -0.00023992540863702062 8.3947099539827269e-05 -0.00014626256637850332 4.0551360211580343e-05 0.002625157296234235 0.00010514803257247963 -0.00017670323893185014 -0.00011694102709540744 2.1446952320758328e-05 0.00083837552901037786 7.2318235292598848e-05 -5.6653996490041437e-05 -0.00010205941816856524 0.0009323815742541086 -0.00071047227455235174 -0.00054331582119111494 6.9970482759131874e-05 0.0012117612617753438 0.0015414001442246672 -0.00060870713988929741 -0.00038437095768060206 0.00032978423579645979 -5.3828513662068646e-06 -0.00066839657099656332 0.0004414698223803981 6.356302460623908e-06
leaf_weight=62 129 36 26 226 143 53 344 137 48 38 47 64 291 59 57 63 407 75 34 100 132 32 55 44 43 28 54 39 33 40
leaf_count=62 129 36 26 226 143 53 344 137 48 38 47 64 291 59 57 63 407 75 34 100 132 32 55 44 43 28 54 39 33 40
internal_value=-0.000197279 -0.00054754 -0.000171171 0.000316563 -0.00199153 -0.000486322 -0.00232068 0.00348837 0.00505376 0.000461627 0.00169312 0.00254902 0.00125908 0.00795918 -0.00166667 -0.00157895 -0.000134794 -0.00062435 0.000965909 0.00188312 0.000171674 -0.00151613 -0.00197232 0.000662983 0.00251969 0.00547619 -0.000394089 0.000718563 0.00265625 0.00513514
internal_weight=2939 2692 2219 1758 461 318 473 247 185 1732 556 509 412 97 121 265 1176 950 341 307 232 609 577 170 126 83 202 166 127 73
internal_count=2939 2692 2219 1758 461 318 473 247 185 1732 556 509 412 97 121 265 1176 950 341 307 232 609 577 170 126 83 202 166 127 73
cat_boundaries=0 14 31 32 33 36 37 54 55 57
cat_threshold=268451840 1 34603008 2097152 524288 2 0 8192 0 134217760 32800 0 0 268435456 131075 0 1677729792 0 0 134225984 0 0 33622016 536870912 0 0 0 0 0 0 16 280 67108864 67108900 1048576 528384 70 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 1073741824 142 0 18452
is_linear=0
shrinkage=0.04


Tree=253
num_leaves=31
num_cat=9
split_feature=7 8 12 7 0 12 1 3 1 6 2 2 2 7 0 2 0 2 2 2 9 2 11 3 3 3 0 2 2 2
split_gain=3.57124 2.99225 1.6619 1.80333 1.40923 2.17771 2.73685 1.16077 1.13152 1.09837 1.14449 0.929294 1.17941 0.873628 1.06563 1.17975 0.80331 0.796275 0.79481 0.946233 0.679971 1.11652 0.965462 2.52343 0.966995 0.932853 0.759592 0.67875 0.668893 0.594462
threshold=0 1 2 3 21.500000000000004 4 4.5000000000000009 1997.5000000000002 4.5000000000000009 5 18.500000000000004 55.500000000000007 17.500000000000004 6 43.175000000000004 70.500000000000014 14.500000000000002 4.5000000000000009 10.500000000000002 27.500000000000004 7 1.5000000000000002 8 2019.5000000000002 2018.5000000000002 2011.5000000000002 35.600000000000009 34.500000000000007 14.500000000000002 11.500000000000002
decision_type=9 9 9 9 10 9 10 8 8 9 8 10 10 9 8 8 10 10 10 10 9 10 9 8 8 8 10 10 10 8
left_child=8 4 9 11 -2 17 -7 -5 -1 10 -3 12 -4 -9 20 -16 -11 -6 -19 -20 21 26 23 27 -24 -22 -15 -23 -27 -10
right_child=1 2 3 7 5 6 -8 13 29 16 -12 -13 -14 14 15 -17 -18 18 19 -21 25 22 24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0010262933147588882 -5.6696022408289085e-05 -0.00017442984909393999 5.4858534191666307e-05 -0.0010356140337172803 0.00073165124047072541 -0.0008211225759673724 0.0001139989550397047 -9.8579414905621828e-05 -0.00010356503769038739 6.815663591055455e-05 0.00012588460901699961 0.00022263957801911262 -6.8653737909585291e-06 -0.00072885151584163317 0.00019481155081940926 -5.8767620885689103e-05 -7.3536890946073193e-05 -0.00058421039484812809 0.00075689602510916384 -6.7950452823666298e-05 -0.0010490838582230566 0.00022125591261822563 -0.00010097328643503545 -0.00027341563406722006 3.8929305803137031e-05 0.00056893485073928219 -0.00027789158032462071 0.0010090164886285891 1.6648822945057874e-05 -0.00017371743459854372
leaf_weight=28 105 91 55 33 27 30 250 108 115 42 74 86 82 30 54 27 386 35 46 74 25 38 28 203 254 115 35 30 86 329
leaf_count=28 105 91 55 33 27 30 250 108 115 42 74 86 82 30 54 27 386 35 46 74 25 38 28 203 254 115 35 30 86 329
internal_value=-0.000335387 0.000284553 -0.000486001 0.000323077 0.00280277 0.0038013 0.00591065 -0.000371402 -0.00347826 -0.00221854 0.000568182 0.00350427 0.0015942 -0.000135397 0.000277778 0.00463415 -0.00328018 0.000207254 -0.000897436 0.000661157 -0.000142012 -0.000826709 -0.000252708 -0.00191489 0.00136519 0.00168776 -0.00575758 0.00463768 0.00267327 -0.00404494
internal_weight=2921 2449 1882 1289 567 462 280 1066 472 593 165 223 137 1033 925 81 428 182 155 120 844 618 553 271 282 226 65 68 201 444
internal_count=2921 2449 1882 1289 567 462 280 1066 472 593 165 223 137 1033 925 81 428 182 155 120 844 618 553 271 282 226 65 68 201 444
cat_boundaries=0 17 46 48 60 61 62 79 81 82
cat_threshold=131072 144 1056768 2623488 0 8256 33554432 4194304 2048 8208 32 0 268435584 0 67108864 32 4096 16 2048 0 0 2147483648 1 262144 0 1 0 0 0 0 512 0 0 0 0 4096 2048 384 0 4194304 0 0 32768 64 0 524288 1082464 2 0 0 1140850688 0 0 0 0 139264 0 0 0 256 1196034 6 2 0 536870912 4 0 0 0 0 0 32 0 128 0 0 0 0 1073741824 1 6164 49156
is_linear=0
shrinkage=0.04


Tree=254
num_leaves=31
num_cat=12
split_feature=7 12 11 8 2 1 11 12 2 7 2 2 9 15 12 12 12 2 2 2 2 0 5 2 2 2 2 2 2 2
split_gain=3.72411 3.4105 2.01015 2.05391 1.83446 1.67777 1.40136 1.24328 1.18282 1.14921 1.01538 0.882543 0.82267 1.63456 3.44416 1.74634 1.6857 1.05043 1.02655 1.2559 1.00705 1.00151 0.920888 0.824525 0.822181 0.81622 0.802632 0.798284 1.53712 0.80062
threshold=0 1 2 3 8.5000000000000018 5.5000000000000009 4 5 42.500000000000007 6 28.500000000000004 14.500000000000002 7 8 9 10 11 80.500000000000014 3.5000000000000004 13.500000000000002 21.500000000000004 35.600000000000009 1.5000000000000002 18.500000000000004 46.500000000000007 18.500000000000004 7.5000000000000009 51.500000000000007 39.500000000000007 23.500000000000004
decision_type=9 9 9 9 10 8 9 9 8 9 10 8 9 9 9 9 9 8 8 8 10 10 8 8 8 8 10 10 8 10
left_child=1 4 -2 7 -1 -6 8 24 10 -5 -3 -9 20 15 -15 26 17 -16 -17 -20 23 -18 -22 -11 -4 -21 -14 28 29 -8
right_child=2 6 3 9 5 -7 27 11 -10 12 -12 -13 13 14 16 18 21 -19 19 25 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.9638544705318277e-06 -0.00031716592627727635 -0.00013433960022055658 -9.2350055240224553e-05 -7.2354925081548059e-05 9.2339344794538649e-05 0.0034133440675660864 9.1107636498719555e-05 -0.00031051115145388055 0.00013610202775854674 4.3684538559709555e-05 -0.00056664603059815028 -1.1328242631947206e-06 0.00010914124097148203 6.3373256221090912e-05 5.6341689573109478e-05 0.00077557328533572445 -8.0502830639801458e-05 -0.00044112279209436168 -7.9711474851649195e-05 0.0010846429923909895 -0.00022709723863542308 -0.00072680589151381976 8.8192439635292894e-06 0.0011482235027018106 -0.00098385433855199258 6.4033385853079497e-05 -4.3452640612500204e-05 -8.9887076147405766e-05 0.0015204481267837976 -0.00025297488889400202
leaf_weight=55 122 38 70 264 179 29 129 69 50 176 26 175 97 140 80 37 88 28 103 34 35 97 113 43 44 253 244 49 40 25
leaf_count=55 122 38 70 264 179 29 129 69 50 176 26 175 97 140 80 37 88 28 103 34 35 97 113 43 44 253 244 49 40 25
internal_value=-0.000190931 0.00253566 -0.000929832 -0.000636075 0.00591241 0.00784689 -5.43478e-05 -0.00336043 -0.00352 -8.6815e-05 -0.00738462 -0.00156863 0.000329322 -0.000181518 -0.00211712 0.000924262 -0.00453947 -0.000336134 0.00260274 0.00204604 0.00195767 -0.00683673 -0.000536913 0.00372727 -0.00672 0.00340278 -0.00119318 0.00165354 0.00287179 0.00103226
internal_weight=2932 620 2312 2190 263 208 357 358 114 1832 64 244 1568 1201 433 768 293 108 427 390 367 185 148 219 114 287 341 243 194 154
internal_count=2932 620 2312 2190 263 208 357 358 114 1832 64 244 1568 1201 433 768 293 108 427 390 367 185 148 219 114 287 341 243 194 154
cat_boundaries=0 14 15 18 48 51 52 69 71 72 73 74 76
cat_threshold=268435458 1 1073741824 8196 589856 8194 131072 536879104 0 0 0 0 67109008 268435456 68282368 32768 2149056544 2048 0 2048 4 0 0 0 0 0 0 0 0 0 10240 512 0 4096 0 0 4096 0 0 0 4194304 0 0 0 64 0 524288 12288 16416 0 524288 1246272 0 0 33554432 526336 0 0 0 268435456 65536 0 32768 0 268435456 0 0 0 4240 1 12448 203423744 17957122 17835266 33792 32
is_linear=0
shrinkage=0.04


Tree=255
num_leaves=31
num_cat=8
split_feature=7 8 8 7 3 2 2 9 2 2 9 2 5 2 6 3 0 2 2 1 2 2 2 2 2 15 2 2 3 3
split_gain=2.97975 2.43641 1.66634 0.956428 1.12631 1.28531 0.951399 0.88621 0.894568 1.38147 0.768169 1.36113 1.75859 1.21359 0.933098 0.972111 0.739985 0.758488 0.728205 0.708669 0.813492 0.887542 0.679615 2.88748 0.622777 0.573094 0.761014 0.716921 1.38927 1.3759
threshold=0 1 2 3 2014.5000000000002 44.500000000000007 3.5000000000000004 4 10.500000000000002 37.500000000000007 5 26.500000000000004 1.5000000000000002 8.5000000000000018 6 2010.5000000000002 24.500000000000004 7.5000000000000009 99.000000000000014 4.5000000000000009 54.500000000000007 31.500000000000004 17.500000000000004 43.500000000000007 11.500000000000002 7 72.500000000000014 24.500000000000004 2007.5000000000002 2005.5000000000002
decision_type=9 9 9 9 8 10 10 9 10 10 9 10 8 8 9 10 10 10 10 10 10 10 10 10 8 9 8 10 8 10
left_child=6 -2 7 4 5 -4 -1 8 -3 -10 11 13 -13 -5 15 24 -8 -18 -11 -14 21 -21 -6 -24 -12 26 -16 28 -27 -29
right_child=1 2 3 10 22 -7 16 -9 9 18 14 12 19 -15 25 -17 17 -19 -20 20 -22 -23 23 -25 -26 27 -28 29 -30 -31
leaf_value=0.0021911429850497298 -0.00011371746403234796 -0.00018348310879709117 -0.0011870539045008854 3.2036857273709529e-06 -0.00012206975044382062 -6.583574302766237e-05 -3.4657134748883322e-06 0.00046553363704045838 0.00021137171504125973 -0.00057317128898315417 0.0024847069091194739 -0.00079729757980441464 -0.0011819461666896913 -0.00019807422277875021 5.8753277266987423e-06 0.002472888905981492 -7.7466732078619317e-05 8.1974516421894354e-05 5.9299301446031903e-05 0.00042670547899184899 0.0006301158031925525 -5.1088163874055679e-05 0.0011290768934227914 -0.00025447972435632237 -3.5167626495145045e-05 0.0021914754207254818 0.00018479820929037771 -2.257725780076214e-05 2.8187819690117523e-06 -0.0002640434585215701
leaf_weight=30 320 55 28 143 80 26 46 102 40 38 42 34 26 238 152 29 33 202 26 26 59 54 31 50 66 27 25 403 487 42
leaf_count=30 320 55 28 143 80 26 46 102 40 38 42 34 26 238 152 29 33 202 26 26 59 54 31 50 66 27 25 403 487 42
internal_value=-9.45626e-05 -0.000533835 -7.69231e-05 -0.00046176 -0.00292035 -0.008 0.00354037 0.00286765 0.000823529 0.00304762 -0.000160944 -0.00135364 0.0013 -0.00277487 0.000389408 0.00337838 0.0029078 0.00381356 -0.000615385 0.00301205 0.00414286 0.00148148 -0.00135802 0.00121951 0.00183486 0 0.00202128 -0.000391753 0.000621359 -0.00156951
internal_weight=2960 2649 2329 2068 215 54 311 261 159 104 1853 580 199 381 1273 137 281 235 64 165 139 80 161 81 108 1136 177 959 514 445
internal_count=2960 2649 2329 2068 215 54 311 261 159 104 1853 580 199 381 1273 137 281 235 64 165 139 80 161 81 108 1136 177 959 514 445
cat_boundaries=0 17 47 73 90 92 94 95 96
cat_threshold=268435456 268435584 0 8708 0 0 4194304 536879104 33554432 0 32768 0 16 268435456 0 0 128 1073741824 2 0 0 0 1 0 0 1 0 0 33554432 8256 0 0 4096 0 0 33558528 0 2147483648 0 4194304 0 0 0 0 0 0 12288 268435456 2056 0 0 65536 0 0 0 0 32768 0 2048 0 1536 0 0 0 0 0 0 0 0 0 8 0 49152 0 16 1645223936 2621440 524288 134217728 0 268435456 2048 0 0 0 0 0 0 0 1073741824 0 10244 256 20516 320 2147483648
is_linear=0
shrinkage=0.04


Tree=256
num_leaves=31
num_cat=12
split_feature=7 7 12 8 2 4 9 2 4 3 1 2 9 5 4 12 4 9 9 3 12 13 3 3 12 1 2 3 2 2
split_gain=3.18036 2.00608 3.01622 2.0623 1.23045 1.05049 1.0119 1.16175 1.61179 1.00323 1.40035 1.12435 0.977703 1.87215 0.966162 0.925212 2.27979 1.17586 0.996786 0.89835 1.37169 0.800261 0.829399 1.25111 0.954449 0.793857 1.01788 1.07573 0.756419 0.692702
threshold=0 1 2 3 5.5000000000000009 19000.000000000004 4 11.500000000000002 6186315000.000001 2018.5000000000002 4.5000000000000009 80.500000000000014 5 9.0000000000000018 520.00000000000011 6 5081865000.000001 7 8 2003.5000000000002 9 10 1999.5000000000002 2010.5000000000002 11 2.5000000000000004 7.5000000000000009 2002.5000000000002 36.500000000000007 10.500000000000002
decision_type=9 9 9 9 8 10 9 8 8 8 10 8 9 8 8 9 8 9 9 8 9 9 8 8 9 10 10 10 10 10
left_child=4 2 9 12 -1 19 -6 -8 -9 -2 -11 -12 25 -14 -5 17 -17 -16 28 -4 -21 -20 -23 -24 -25 -3 -27 -28 -18 -19
right_child=1 3 5 14 6 -7 7 8 -10 10 11 -13 13 -15 15 16 18 29 21 20 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0011585418596852294 -0.00060477793245638622 -0.00076846372549290722 0.00094093190659425116 -0.00012034918626898871 -0.00029104586085285436 0.00087134227446941995 0.00084700624305995126 -0.0011926796550296359 -3.9996554243799667e-05 -0.00044661681836920763 -1.1348523295211522e-05 0.0026174158365119384 -4.1265364847475896e-06 0.0010081032459413565 -1.0330176995054785e-05 0.00054175062602649152 -0.00061395772985889613 -1.281067809870251e-05 -3.6012234812332623e-05 1.1713397341139854e-05 0.00029763396284316457 -0.0002708020203814243 0.0012493853547558586 -3.2943438888395353e-05 7.0876018352166172e-05 -0.00021541619189733297 6.7593518967825624e-05 -5.5806182458191243e-05 3.2473452825030333e-05 -0.00080156457304155989
leaf_weight=37 26 35 26 88 100 38 35 29 142 44 170 25 51 64 446 60 83 81 307 222 124 28 33 133 204 30 122 36 35 112
leaf_count=37 26 35 26 88 100 38 35 29 142 44 170 25 51 64 446 60 83 81 307 222 124 28 33 133 204 30 122 36 35 112
internal_value=-0.000566229 -8.35232e-05 0.00177843 -0.000735069 -0.00412429 0.00389549 -0.00338762 -0.00147465 -0.00290698 -0.00152174 -0.00075 0.000714286 0.00206304 0.00492063 -0.00133251 -0.00110309 -0.000246085 -0.00224615 -0.000800971 0.0033244 0.00276657 -0.000195531 0.000977995 0.00150943 0.000769231 0.00042735 0.00148148 0.0027673 -0.00403101 -0.00480392
internal_weight=2966 2623 675 1948 343 410 306 206 171 265 239 195 338 115 1610 1522 883 639 823 372 346 705 398 370 337 223 188 158 118 193
internal_count=2966 2623 675 1948 343 410 306 206 171 265 239 195 338 115 1610 1522 883 639 823 372 346 705 398 370 337 223 188 158 118 193
cat_boundaries=0 18 35 37 66 68 70 71 73 75 76 77 78
cat_threshold=131073 268435456 1048576 2621440 65538 64 0 536870912 0 8192 32800 2097472 0 0 67108864 0 128 384 268435458 1 1073741824 0 0 8194 131072 268443648 33619968 16 8192 0 0 268435456 0 32 16 1196320 34 16 12 4 134217728 2147483648 0 0 2147483648 0 32768 0 0 0 512 0 0 0 0 0 8192 128 0 4194304 0 0 0 0 0 524288 0 20500 0 26624 149794 256 18564 0 148 99394 2 17924096
is_linear=0
shrinkage=0.04


Tree=257
num_leaves=31
num_cat=6
split_feature=11 3 8 2 2 3 3 2 2 4 2 11 5 2 2 0 2 2 2 2 2 2 8 4 17 6 2 2 2 2
split_gain=1.40711 1.39145 1.64363 1.17093 1.79721 1.11135 1.13455 1.43425 1.09804 1.05464 1.02442 0.937411 1.1679 1.55928 2.09285 1.40594 0.988956 0.952941 1.0103 0.842105 0.768307 0.739704 0.631142 1.17788 0.947277 1.13585 0.880196 0.713612 0.87189 0.753844
threshold=0 2003.5000000000002 1 58.500000000000007 76.500000000000014 1999.5000000000002 1980.5000000000002 49.500000000000007 10.500000000000002 10510.500000000002 80.500000000000014 2 1.5000000000000002 39.500000000000007 47.500000000000007 35.850000000000009 12.500000000000002 86.500000000000014 247.00000000000003 61.500000000000007 18.500000000000004 7.5000000000000009 3 208770000.00000003 4 5 94.500000000000014 73.500000000000014 42.500000000000007 9.5000000000000018
decision_type=9 10 9 10 10 10 10 10 8 10 10 9 8 10 10 10 8 10 10 10 8 10 9 10 9 9 10 10 10 10
left_child=10 2 8 -3 -5 6 11 -8 21 -10 -1 22 -13 15 -15 20 -17 19 -19 -16 -14 -2 -4 24 -24 -26 27 28 29 -27
right_child=1 3 5 4 -6 -7 7 -9 9 -11 -12 12 13 14 17 16 -18 18 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-3.2702818030685419e-05 7.8416103882261723e-05 -3.5963762052801939e-05 9.6023810788636864e-06 -0.00041144085279675835 -3.7112015398896859e-05 0.00062405227964770662 -0.0010500258593051726 2.905968383650759e-05 4.3380396621444104e-05 0.00071980078999359879 -0.0012182391020906635 -0.00035897235788926455 0.00095357552219162763 0.0023833844343302247 8.601663851166563e-05 1.7045379263933569e-05 -9.0694879451049822e-05 0.00058647099220081604 9.4996516603629293e-06 -0.00039198921070727978 8.0280125359877271e-06 -0.00059168403443628388 0.00014627845913409488 -0.0014016882853439229 -0.00034439163738177571 -6.0284522218374549e-05 -0.00027150638303250927 7.289624698998409e-05 -0.00012885674903394319 1.0067843529739662e-05
leaf_weight=70 75 323 158 27 68 54 58 40 226 25 30 40 57 35 28 92 217 57 55 28 102 34 117 33 134 218 52 39 114 348
leaf_count=70 75 323 158 27 68 54 58 40 226 25 30 40 57 35 28 92 217 57 55 28 102 34 117 33 134 218 52 39 114 348
internal_value=-0.000622673 -0.000446771 -8.20681e-05 -0.00257757 -0.00645833 -0.000517489 -0.000672269 -0.00484848 0.00237197 0.00388889 -0.00504505 -0.000457143 0.000692521 0.00110119 0.00401961 -0.000170576 -0.00174194 0.00213018 0.00424779 -0.00210526 0.002875 -0.000909091 -0.00112745 -0.00148218 -0.00125122 -0.00168122 -0.00104859 -0.000694444 -0.000998532 -0.000352734
internal_weight=2954 2854 2436 418 95 2076 2022 98 360 251 100 1924 711 671 203 468 309 168 112 56 159 109 1213 1055 1022 905 771 719 680 566
internal_count=2954 2854 2436 418 95 2076 2022 98 360 251 100 1924 711 671 203 468 309 168 112 56 159 109 1213 1055 1022 905 771 719 680 566
cat_boundaries=0 3 33 36 57 58 59
cat_threshold=3 598048 2049 268435456 2056 0 134217728 0 0 262144 0 1 0 0 2052 0 0 0 0 0 0 0 0 0 0 4194304 8 0 0 64 0 0 4096 36 0 524288 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 512 0 0 0 0 4096 0 128 35 276
is_linear=0
shrinkage=0.04


Tree=258
num_leaves=31
num_cat=12
split_feature=7 8 12 5 8 12 12 6 9 2 2 3 2 0 2 6 5 2 0 0 2 0 6 12 3 3 3 3 9 2
split_gain=1.77842 1.84563 2.16259 0.978792 0.946627 1.49597 1.48617 1.31918 1.0279 1.59812 1.58259 1.38968 1.11631 0.900079 0.889134 1.02668 0.826561 0.801092 0.798215 0.782548 0.748566 0.739527 0.732425 1.60616 1.3782 1.09364 0.976775 1.7446 1.72666 1.85757
threshold=0 1 2 2.5000000000000004 3 4 5 6 7 54.500000000000007 41.500000000000007 1994.5000000000002 7.5000000000000009 44.07500000000001 70.500000000000014 8 2.5000000000000004 145.50000000000003 33.175000000000004 36.900000000000006 298.50000000000006 15.500000000000002 9 10 2008.5000000000002 2018.5000000000002 1999.5000000000002 2013.5000000000002 11 15.500000000000002
decision_type=9 9 9 8 9 9 9 9 9 10 10 10 10 10 10 9 8 10 10 10 10 10 9 9 8 8 10 10 9 8
left_child=16 2 3 -2 6 7 -3 -6 12 10 22 19 -7 17 18 -16 -1 -5 -11 -12 -17 -8 23 26 -24 -26 28 -28 29 -10
right_child=1 4 -4 13 5 8 21 -9 9 14 11 -13 -14 -15 15 20 -18 -19 -20 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00023373493949307544 -0.00014462785513725152 -0.00040386508911495868 0.00011115245457837375 -3.4947135124525633e-05 -4.4397911608839995e-06 0.001189696870693382 -0.00017332022906181522 -0.00019247290660658224 -0.0011287539847194949 6.2027272790743385e-05 -0.0003655863417330352 8.0537228761983211e-05 1.0981709717370336e-05 0.00019720408943044276 -5.8915289822607524e-05 5.4121148828869536e-05 -0.000274017782171434 5.5232521668600044e-05 0.00066400311575243621 -0.0011135553857102565 0.0010705244263292714 5.7182945446569987e-05 -0.0004325756516451662 0.0002941823110326425 0.00042920151932754894 -8.8472118141780239e-06 0.0044042229623013187 -0.00012249791405512413 6.9117793925954637e-05 -7.6049006708700518e-06
leaf_weight=35 54 107 189 109 360 28 37 237 69 40 39 27 77 29 103 65 192 37 44 31 39 97 36 119 28 468 31 36 140 64
leaf_count=35 54 107 189 109 360 28 37 237 69 40 39 27 77 29 103 65 192 37 44 31 39 97 36 119 28 468 31 36 140 64
internal_value=-0.00046496 -0.000174482 0.00223776 -0.000416667 -0.000617231 -0.000334608 -0.00293651 -0.00200658 0.000347826 4.31655e-05 -0.000661157 -0.0055102 0.00396552 0.00102273 0.00267123 0.00125 -0.00378151 -0.000272109 0.00611765 -0.0084507 0.00382609 0 -0.000181452 0.000978723 -0.00117864 -0.000643863 -0.00045584 0.00382353 -0.00153285 -0.00458333
internal_weight=2967 2740 418 229 2322 2081 241 597 1484 1379 1088 97 105 175 291 207 227 146 84 70 104 134 991 459 532 496 340 67 273 133
internal_count=2967 2740 418 229 2322 2081 241 597 1484 1379 1088 97 105 175 291 207 227 146 84 70 104 134 991 459 532 496 340 67 273 133
cat_boundaries=0 17 43 45 72 73 75 76 78 79 80 81 83
cat_threshold=1 16 570433536 0 0 134217792 33554432 268435456 0 0 40992 256 268435456 0 0 0 128 0 2060 0 0 0 0 262144 2147483648 0 32768 0 2048 2048 1048576 0 0 0 0 0 8192 2147483648 0 4194304 0 0 32768 19778 32 1073741824 0 4 0 65536 0 0 0 0 0 0 33554436 64 0 0 0 0 0 33554432 0 128 0 0 0 0 0 64 17957216 49154 32 76 1073873025 128 26 402 100354 0 18448
is_linear=0
shrinkage=0.04


Tree=259
num_leaves=31
num_cat=9
split_feature=9 0 6 3 1 2 2 3 12 9 2 1 2 13 12 0 2 2 12 3 0 2 3 11 2 1 6 2 1 2
split_gain=0.873527 1.07642 1.28932 1.2635 1.1137 1.41863 1.07055 0.958362 0.90949 1.66896 0.992453 0.959927 0.923638 1.58686 2.29082 1.97809 1.50999 2.11581 1.36169 1.44732 1.2567 0.909255 0.915934 0.744655 0.958887 1.72358 0.740276 0.73335 0.692163 0.641599
threshold=0 42.250000000000007 1 2019.5000000000002 5.5000000000000009 10.500000000000002 70.500000000000014 1989.5000000000002 2 3 147.50000000000003 5.5000000000000009 1.0000000180025095e-35 4 5 35.250000000000007 24.500000000000004 39.500000000000007 6 2020.5000000000002 37.750000000000007 5.5000000000000009 2005.5000000000002 7 47.500000000000007 5.5000000000000009 8 1.0000000180025095e-35 5.5000000000000009 95.500000000000014
decision_type=9 8 9 8 10 8 8 8 9 9 10 10 10 9 9 10 10 10 9 8 10 10 8 9 10 8 9 10 8 10
left_child=6 2 4 -3 5 -2 -1 -4 9 11 27 -9 -10 18 15 -15 -16 -18 21 20 -20 -14 -23 -21 25 -25 28 -11 -5 -17
right_child=1 3 7 26 -6 -7 -8 8 12 10 -12 -13 13 14 16 29 17 -19 19 23 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.782193782659761e-07 0.0005642758479888954 -0.0002525185982659295 0.00081407182005769133 3.4287947097482172e-05 -0.0004431857939680839 1.9014214970063392e-05 0.0003341191767485441 0.0001344112846140888 -0.00040878784183085771 0.00064569454094261399 -0.00020283395385980896 0.0020441737404881624 0.00062215516132802407 -0.00026432923640676623 0.00045590809456655282 3.2588880745052506e-05 -0.00037404720168261464 2.2116399238214512e-05 -0.00042340110804644837 -0.00030993581121446567 -6.6588303231682744e-05 6.9992434699770459e-05 -6.5173076764679649e-05 1.8359266452634416e-05 -0.00012499690757621806 -0.00015846618297523206 -7.8344199399040811e-05 -7.1137137011234591e-06 -0.00010669865224940622 -0.00048910295510626864
leaf_weight=75 112 58 27 76 46 254 33 121 113 33 45 27 49 63 99 133 27 124 30 100 36 32 259 119 62 38 250 450 28 28
leaf_count=75 112 58 27 76 46 254 33 121 113 33 45 27 49 63 99 133 27 124 30 100 36 32 259 119 62 38 250 450 28 28
internal_value=-0.00068521 -0.000821053 -0.000502471 -0.00271186 0.001513 0.00228883 0.00268908 -0.000918065 -0.00102564 0.000174672 -0.000890538 0.00377358 -0.00163265 -0.00131667 0.000494845 -0.00238298 0.00306513 0.000657895 -0.00247283 -0.00409091 -0.00955224 -0.000569801 -0.00143836 -0.0030625 -0.00147826 0.000126582 -0.00180282 -0.000371901 0.00104348 -0.000123457
internal_weight=2947 2839 2427 412 412 366 108 2015 1988 676 528 148 1312 1199 474 224 250 151 725 385 66 340 291 319 219 157 354 483 104 161
internal_count=2947 2839 2427 412 412 366 108 2015 1988 676 528 148 1312 1199 474 224 250 151 725 385 66 340 291 319 219 157 354 483 104 161
cat_boundaries=0 1 2 3 5 6 8 10 11 12
cat_threshold=1076232193 144 67158368 0 20624 10 1026 32 1026 32 32772 260
is_linear=0
shrinkage=0.04


Tree=260
num_leaves=31
num_cat=4
split_feature=7 0 7 2 4 2 2 2 2 0 4 2 3 3 2 2 9 3 2 3 2 1 4 2 4 0 15 0 0 2
split_gain=2.62954 1.88542 1.67764 1.4966 1.71753 0.933588 0.728875 1.67936 1.08455 0.722673 0.954612 0.741075 0.896323 0.759968 0.707378 0.846999 1.00612 0.979017 0.977429 0.795242 1.57599 1.3362 0.755404 0.977504 0.982368 0.737485 0.678958 0.695167 1.1302 0.552788
threshold=0 45.425000000000004 1 7.5000000000000009 15.000000000000002 13.500000000000002 403.00000000000006 247.00000000000003 725.00000000000011 30.500000000000004 4683340000.000001 30.500000000000004 2001.5000000000002 2008.5000000000002 105.50000000000001 90.500000000000014 2 2008.5000000000002 46.500000000000007 2017.5000000000002 13.500000000000002 3.5000000000000004 81348.500000000015 9.5000000000000018 456.00000000000006 10.500000000000002 3 39.07500000000001 16.750000000000004 147.50000000000003
decision_type=9 10 9 8 10 8 10 10 10 8 10 8 10 8 10 10 9 8 10 8 10 10 10 8 8 8 9 10 10 10
left_child=1 9 3 -2 5 -5 7 14 -8 -1 11 12 -11 -13 15 16 22 -18 19 -19 21 -21 23 24 -4 -25 27 28 -26 -7
right_child=2 -3 6 4 -6 29 8 -9 -10 10 -12 13 -14 -15 -16 -17 17 18 -20 20 -22 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.00014384278809068007 0.0002275193098893169 -0.00014535127696390759 -0.00056497804596119746 -0.00046688877747250504 -0.00073045505765925614 -7.5935893242373711e-06 0.0045329438112650068 -0.00011508385940295796 -4.9284429650562345e-05 1.0895150301024615e-05 -0.00012245786103818546 0.00183975657368741 0.00094055270021527811 0.0022236487654475924 2.0512276191766431e-05 -0.00022563970419472667 -0.00015331103234110801 0.0019320820964595954 0.0022763265561740556 0.00054170481406934812 -3.2748551231982503e-05 0.00012073437337271287 -0.00014071529540949257 -0.00012006843988963567 -2.0750142062908594e-06 5.016418719350213e-07 6.100318007199235e-05 -9.2669208998898974e-05 -0.00034570852298916322 -0.00020185440266711651
leaf_weight=26 47 29 25 34 61 148 30 45 38 50 33 32 31 43 104 72 39 27 27 25 102 135 65 93 32 1124 101 201 54 48
leaf_count=26 47 29 25 34 61 148 30 45 38 50 33 32 31 43 104 72 39 27 27 25 102 135 65 93 32 1124 101 201 54 48
internal_value=-0.000595483 0.00329412 -0.000959821 -0.00355301 -0.00472603 -0.00311688 -0.000570213 -0.000695423 0.00347826 0.00472222 0.00557895 0.00687898 0.00414634 0.00973684 -0.000538841 -0.000697127 -0.000546075 0.00136612 0.00214511 0.00144828 0.000760456 0.00322981 -0.00094959 -0.000784795 -0.00246377 -0.000213465 -0.00195373 -0.00288591 -0.00597701 -0.00203046
internal_weight=2921 244 2677 338 291 230 2339 2271 68 215 189 156 81 75 2226 2122 2050 355 316 289 262 160 1695 1630 413 1217 388 287 86 196
internal_count=2921 244 2677 338 291 230 2339 2271 68 215 189 156 81 75 2226 2122 2050 355 316 289 262 160 1695 1630 413 1217 388 287 86 196
cat_boundaries=0 15 33 35 36
cat_threshold=268435458 268435585 0 8192 2 2 0 8192 0 0 0 64 0 268435456 67108864 0 0 1073741824 2621440 0 134225984 33554432 272629760 33554432 0 32 2097536 0 0 0 0 1073741968 128 0 30768 2214592512
is_linear=0
shrinkage=0.04


Tree=261
num_leaves=31
num_cat=13
split_feature=7 8 7 15 17 3 0 9 7 17 0 3 0 9 1 0 8 0 11 1 4 4 4 14 0 0 3 6 3 0
split_gain=2.9378 1.93631 1.83795 1.97643 1.00653 0.97808 0.944453 0.861584 1.02902 0.810784 0.708237 0.680391 0.76103 0.653641 0.65071 0.6457 0.830281 0.58229 0.493592 1.07916 0.674374 0.741346 0.614838 1.1561 1.0622 0.970337 0.672432 0.669762 0.716513 0.488871
threshold=0 1 2 3 4 1993.5000000000002 50.425000000000004 5 6 7 40.250000000000007 2005.5000000000002 30.500000000000004 8 3.5000000000000004 31.500000000000004 9 35.850000000000009 10 5.5000000000000009 1868495000.0000002 390.00000000000006 38266465000.000008 11 16.750000000000004 42.960000000000008 2019.5000000000002 12 2007.5000000000002 29.500000000000004
decision_type=9 9 9 9 9 10 10 9 9 9 10 10 10 9 10 10 9 10 9 10 8 10 8 9 10 10 10 9 10 10
left_child=4 13 3 11 17 -6 7 9 14 -4 -5 12 -3 -2 -9 -15 -17 -1 19 -10 21 -20 -22 24 -24 26 27 28 29 -26
right_child=1 2 6 10 5 -7 -8 8 18 -11 -12 -13 -14 15 -16 16 -18 -19 20 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=4.8935656732389531e-05 -1.1699129284394872e-05 -4.2520171031412699e-06 -4.4553484070775089e-06 0.00011314773659364619 -0.00023543317654169726 -5.3901017379764936e-05 7.3348756369995272e-05 0.0017667556176763099 -3.0292374753742026e-05 -0.00025078075501966168 4.8426389987383804e-05 -0.00013423926388448138 0.0023632261625521522 1.390845586257683e-06 5.2856753964931616e-05 4.0752176507012903e-05 0.0002325540865332698 -5.9013316265996708e-05 -3.8028335818651725e-05 -0.00020637189112420628 0.0032960859568049727 -0.00068892280628070075 0.00043222353445322882 -0.00025538633462549146 0.00015361296635177268 0.00025434400361774579 -0.0002987796495331452 0.00011584918635186625 8.7777147294758608e-05 -9.4258805908609139e-05
leaf_weight=28 105 187 139 117 140 82 42 25 267 191 49 27 45 76 83 106 145 80 53 71 30 53 39 160 32 42 37 198 64 260
leaf_count=28 105 187 139 117 140 82 42 25 267 191 49 27 45 76 83 106 145 80 53 71 30 53 39 160 32 42 37 198 64 260
internal_value=-0.00061197 -0.000158252 -0.000639064 0.00169725 -0.00410557 -0.00566524 -0.001202 -0.00135244 -0.000898246 -0.00316716 0.00497175 -0.000518519 0.000171674 0.00225734 0.00268908 0.00313609 0.00420635 -0.000672269 -0.00121488 -0.00252149 -0.000735444 -0.00373832 -0.0003708 -0.00057623 0.000175695 -0.00022082 -0.000641892 -0.000288288 -0.0013079 -0.0021843
internal_weight=2973 2643 2211 425 330 222 1786 1744 1414 330 166 259 232 432 108 327 251 108 1306 338 968 106 862 832 672 633 591 554 356 292
internal_count=2973 2643 2211 425 330 222 1786 1744 1414 330 166 259 232 432 108 327 251 108 1306 338 968 106 862 832 672 633 591 554 356 292
cat_boundaries=0 18 41 58 59 60 62 76 77 79 91 94 95 96
cat_threshold=3 144 8192 524288 589824 8256 33554432 272629760 0 0 32 64 268435456 0 0 0 1073741952 768 268435456 2052 0 134217728 2147483648 1 0 2147483648 0 32768 0 133124 8192 1048576 0 0 0 0 0 0 256 0 4194304 0 0 67108864 2560 0 0 0 139264 0 48 0 0 0 0 0 32 4096 70254592 41 385 12304 0 1 1048576 0 32 0 0 0 33554432 0 0 0 128 268435456 24 0 24612 0 4 0 0 2147483648 0 0 2147483648 0 0 0 2052 32 1024 524288 8320 396
is_linear=0
shrinkage=0.04


Tree=262
num_leaves=31
num_cat=10
split_feature=7 10 8 9 11 2 2 4 0 0 6 3 4 7 2 2 9 2 2 2 3 3 6 2 3 5 3 2 6 2
split_gain=2.51549 1.69907 1.96628 1.34331 1.3343 1.28296 1.78539 1.14336 1.38335 1.12324 1.14441 1.60372 1.11374 1.01843 1.00685 1.12074 0.827992 1.47896 1.20909 1.52116 0.808324 0.866115 0.649544 0.891383 0.78714 0.649001 0.720413 0.694119 0.64889 0.968126
threshold=0 1 2 3 4 26.500000000000004 74.500000000000014 9736.0000000000018 22.250000000000004 24.500000000000004 5 2011.5000000000002 1300.0000000000002 6 20.500000000000004 7.5000000000000009 7 478.50000000000006 24.500000000000004 12.500000000000002 1996.5000000000002 2003.5000000000002 8 11.500000000000002 2010.5000000000002 1.5000000000000002 2006.5000000000002 21.500000000000004 9 1.5000000000000002
decision_type=9 9 9 9 9 10 10 8 10 8 9 10 10 9 8 8 9 8 10 10 8 8 9 8 8 10 8 10 9 8
left_child=7 5 16 9 -5 14 -7 -1 -9 -4 -11 12 25 -6 15 -2 -3 18 19 -18 -15 -22 23 -10 -24 26 -12 -27 -23 -30
right_child=1 2 3 4 13 6 -8 8 22 10 11 -13 -14 20 -16 -17 17 -19 -20 -21 21 28 24 -25 -26 27 -28 -29 29 -31
leaf_value=4.6255006092223992e-05 -0.00079715830281465113 8.9460142550024099e-06 -0.00025525490238692327 -6.917186937844378e-05 0.00022325192307192764 0.00015004802445830022 -0.0004647496502590798 5.8963918462460184e-05 4.1066716943873873e-05 -0.00054935257375881012 0.00084852790404543299 -0.00030353059050248989 -0.00046225330628836049 -0.00022273486525307363 -0.0013861999390990577 0.00028908401595845846 1.9048967761072788e-05 0.0027362481230047918 -1.6344195431869934e-05 0.0020119068143583975 0.00015113038113351963 3.7763530037651096e-05 -9.0201171552095621e-05 -0.00014439706921422159 -0.00053534746202210215 0.00092823994057543045 -6.8997181343632976e-06 4.2197159307093554e-05 -0.00011937478503185162 -2.5065496036091875e-06
leaf_weight=41 31 109 45 110 103 27 27 48 29 129 34 35 37 39 56 28 46 28 29 27 52 509 50 84 133 28 169 27 49 823
leaf_count=41 31 109 45 110 103 27 27 48 29 129 34 35 37 39 56 28 46 28 29 27 52 509 50 84 133 28 169 27 49 823
internal_value=-0.000817968 -0.000360429 -8.20008e-05 -0.000463636 8.25472e-05 -0.00411111 0.000727273 -0.00378788 -0.00463768 -0.00225243 -0.00169565 -0.000351906 0.000608108 0.000390921 -0.00672414 -0.003 0.00328 0.00539007 0.00349515 0.00621622 0.000107889 0.000264993 -0.00565657 -0.00241935 -0.0071134 0.0015444 0.000490196 0.00535714 7.23589e-05 -0.000588901
internal_weight=2982 2597 2428 2189 1685 169 54 385 344 504 459 330 295 1575 115 59 239 130 102 73 1472 1433 296 113 183 258 203 55 1381 872
internal_count=2982 2597 2428 2189 1685 169 54 385 344 504 459 330 295 1575 115 59 239 130 102 73 1472 1433 296 113 183 258 203 55 1381 872
cat_boundaries=0 18 19 45 47 49 50 63 65 66 67
cat_threshold=16386 128 100671488 0 524290 134225984 0 4194304 0 671088672 8192 0 268435456 0 0 32 0 256 5 0 1050632 0 0 0 1 0 0 0 32768 0 4 0 0 0 4096 0 0 0 2048 0 0 0 0 0 268435456 256 4260 67108864 2147484672 132 0 0 0 2052 0 0 0 8192 0 0 0 256 16 0 10240 136 452
is_linear=0
shrinkage=0.04


Tree=263
num_leaves=31
num_cat=8
split_feature=8 2 9 8 8 5 4 2 8 2 2 2 4 3 4 13 2 15 4 3 2 2 2 3 18 2 2 4 2 3
split_gain=2.09173 1.06835 1.04875 0.94744 0.929935 0.660973 0.656378 1.12127 0.628793 0.626449 0.600635 1.502 1.2818 1.06675 1.04522 0.860287 2.98912 0.787504 2.10573 1.77858 1.26511 1.01782 0.865382 0.767476 0.748785 0.716204 0.784878 0.685823 0.958156 0.878073
threshold=0 1750.0000000000002 1 2 3 2.5000000000000004 4041470000.0000005 44.500000000000007 4 8.5000000000000018 11.500000000000002 9.5000000000000018 520.00000000000011 2021.5000000000002 38500.000000000007 5 35.500000000000007 6 86.000000000000014 2015.5000000000002 455.00000000000006 283.00000000000006 147.50000000000003 2003.5000000000002 7 39.500000000000007 21.500000000000004 5081865000.000001 8.5000000000000018 2016.5000000000002
decision_type=9 10 9 9 9 8 8 8 9 10 8 10 8 8 10 9 8 9 10 8 8 10 10 10 9 10 10 8 10 10
left_child=2 3 8 5 9 -2 -6 -8 -1 -4 11 12 -5 -13 15 16 -12 18 20 -19 22 24 23 25 -21 26 -17 -14 29 -29
right_child=1 -3 4 10 6 -7 7 -9 -10 -11 14 13 27 -15 -16 17 -18 19 -20 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.4341369063284337e-05 -0.0011004277610355828 -0.00091080049767718659 0.0001921967781718692 -0.00099234993190570712 0.0048239246431556635 -5.019192276257911e-05 6.9705982838286223e-06 0.0010887561861777329 -1.2001846867093491e-06 -2.2857210369551242e-05 -0.00055747048462311715 -5.4118143030343902e-05 0.00043987400838616962 0.00056010172742666949 -0.00065509193507313774 5.5619747934088084e-06 0.001315016273544387 0.00013924132307920444 0.00047186826981320706 0.0005027720618477361 0.001976962517414158 -0.0012168893064986009 -0.00023455047100298998 -0.00012143413586080953 -0.00012760540636417517 7.222111353968331e-05 -0.00020061874920813239 -3.0700760933832784e-05 -0.0009403706405424117 0.00050387560590959169
leaf_weight=110 26 29 40 39 25 83 76 37 755 103 52 30 31 63 42 162 57 38 26 34 26 25 33 137 272 139 90 308 29 44
leaf_count=110 26 29 40 39 25 83 76 37 755 103 52 30 31 63 42 162 57 38 26 34 26 25 33 137 272 139 90 308 29 44
internal_value=-0.000330858 -0.00117196 0.00100259 -0.00105204 0.00308219 -0.0045 0.00536913 0.00438596 0.000296804 0.000649351 -0.000793839 0.000293578 -0.000663717 0.00489362 -0.00132275 -0.00108059 0.00216667 -0.00145015 -0.000544872 -0.00289474 -0.00105442 -0.00391566 -0.00145907 -0.0010586 -0.00325733 -0.000153061 -0.00142292 0 -0.000471204 0.000113314
internal_weight=2961 1815 1146 1786 281 109 138 113 865 143 1677 544 451 93 1133 1091 109 982 613 369 587 331 561 528 306 391 252 412 381 352
internal_count=2961 1815 1146 1786 281 109 138 113 865 143 1677 544 451 93 1133 1091 109 982 613 369 587 331 561 528 306 391 252 412 381 352
cat_boundaries=0 26 28 57 76 96 97 98 99
cat_threshold=0 1050632 4 134217728 0 1 262144 2147483648 1 32768 0 0 0 1050112 0 4096 0 0 4096 10240 0 0 20971520 0 0 268435456 256 26624 268435456 0 0 0 0 0 0 0 0 0 0 0 64 0 0 0 0 0 33554432 0 0 0 0 0 0 1073758208 0 0 524288 0 8 0 0 0 0 262144 2147483648 0 0 0 0 0 0 0 4096 0 0 4096 0 8 0 134217728 0 0 0 2147483648 0 0 0 0 0 1048576 0 0 0 0 4096 8192 8 69206016 4
is_linear=0
shrinkage=0.04


Tree=264
num_leaves=31
num_cat=14
split_feature=8 12 8 9 12 3 8 0 0 13 3 3 3 0 9 3 12 4 3 8 15 12 4 5 4 6 3 0 0 18
split_gain=1.72665 1.18493 1.71398 1.17202 1.15769 1.31699 0.98296 1.36721 0.960637 0.952766 2.1147 1.38872 0.839755 0.865808 0.706716 0.859567 0.772913 1.15696 1.05472 0.723204 0.731896 1.23832 1.09085 0.688284 0.709465 0.681221 0.734712 0.632122 0.564458 0.543817
threshold=0 1 2 3 4 2020.5000000000002 5 24.500000000000004 36.400000000000006 6 2011.5000000000002 2004.5000000000002 2009.5000000000002 42.250000000000007 7 2007.5000000000002 8 21074995000.000004 2008.5000000000002 9 10 11 5368.5000000000009 3.5000000000000004 86.000000000000014 12 2018.5000000000002 38.57500000000001 40.250000000000007 13
decision_type=9 9 9 9 9 8 9 8 10 9 10 10 8 10 9 8 9 8 8 9 9 9 8 8 10 9 8 10 8 9
left_child=4 2 23 8 12 -6 27 -8 -3 10 29 -11 -1 -14 15 -4 17 -16 -18 -17 -21 22 -22 -2 -25 -24 -27 -5 -20 -9
right_child=1 3 14 6 5 -7 7 9 -10 11 -12 -13 13 -15 16 19 18 -19 28 20 21 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00026502325934366414 -0.00017769471274679206 5.8567824052282449e-05 3.3011131633884361e-05 9.8415489955527852e-06 -0.00065757807580787639 4.3153099658255205e-06 -7.4743262026757414e-05 6.7300862948016521e-05 -0.0007665588112237032 0.00012750822970804875 0.00018961592909541025 -0.00017022080262535155 0.00094317348715659225 7.7877281162486159e-06 -0.0010249098396893431 3.6439579732174824e-05 -0.0014149285969427439 -2.1781139647885083e-05 0.00044384458080394041 -4.2833490134341899e-07 -0.00035462279390010567 -0.00012970343923420557 0.00025585291441561966 -0.00010392294342832288 2.0339154998012532e-05 -0.00012226491083723091 -2.5183021509960214e-05 0.00021566240861851328 8.2152349721305025e-05 -0.00022289838087161229
leaf_weight=35 46 44 105 242 31 98 51 40 72 202 33 31 120 52 30 125 43 101 142 154 32 269 104 164 25 25 199 41 80 155
leaf_count=35 46 44 105 242 31 98 51 40 72 202 33 31 120 52 30 125 43 101 142 154 32 269 104 164 25 25 199 41 80 155
internal_value=-0.000698479 -0.00105222 -0.00169184 0.00010846 0.00195965 -0.001 0.000669975 -0.000382409 -0.00346457 0.00030303 -0.00150628 0.00204918 0.00376147 0.00508671 -0.00114085 -0.00169922 0.00029484 -0.00211268 0.00152174 -0.00211221 -0.00254408 -0.00315625 -0.00150943 -0.00479675 -0.00389474 -0.000851064 -0.00204255 0.00251701 0.00269058 -0.00316327
internal_weight=2891 2555 1644 911 336 129 795 512 116 461 228 233 207 172 1409 1013 396 131 265 908 783 629 360 235 189 328 224 283 222 195
internal_count=2891 2555 1644 911 336 129 795 512 116 461 228 233 207 172 1409 1013 396 131 265 908 783 629 360 235 189 328 224 283 222 195
cat_boundaries=0 30 32 58 60 61 84 85 87 89 110 111 112 113 114
cat_threshold=16 0 0 134217728 65536 1 262144 2147483648 0 32768 0 2048 0 1048576 0 0 0 0 33554432 8192 0 0 0 0 0 32768 4 0 0 4096 58466 32 0 2056 0 0 0 0 0 0 0 0 0 131076 2112 0 0 0 0 0 0 0 128 0 0 0 0 16384 0 16432 32866 0 8 0 0 0 0 0 0 0 0 0 4 8192 0 0 0 0 0 0 0 128 0 16777216 10 128 6164 96 32 0 4 0 0 0 0 0 0 0 0 0 0 0 512 0 4096 0 0 0 0 256 2282225664 24642 322 4
is_linear=0
shrinkage=0.04


Tree=265
num_leaves=31
num_cat=10
split_feature=7 8 4 12 0 12 12 13 2 4 2 0 7 0 4 1 9 12 2 4 2 0 7 5 2 3 1 2 1 2
split_gain=2.92954 1.62757 1.52944 1.38746 1.5672 1.28097 1.05489 1.23282 1.74249 1.57429 1.7025 1.26427 1.07557 1.05737 1.04055 0.98914 0.959752 1.1742 1.11563 1.09818 0.939281 0.867319 0.831822 0.814113 0.836484 1.23228 0.748374 0.816785 0.743381 0.725144
threshold=0 1 199.50000000000003 2 16.750000000000004 3 4 5 11.500000000000002 283.00000000000006 38.500000000000007 46.250000000000007 6 40.250000000000007 1.0000000180025095e-35 5.5000000000000009 7 8 6.5000000000000009 86.000000000000014 80.500000000000014 39.07500000000001 9 1.0000000180025095e-35 3.5000000000000004 1975.5000000000002 2.5000000000000004 33.500000000000007 5.5000000000000009 15.500000000000002
decision_type=9 9 10 9 10 9 9 9 8 10 8 10 9 10 10 8 9 9 10 10 8 10 9 10 10 10 10 8 8 10
left_child=2 5 3 4 -1 29 7 11 14 10 -10 16 -8 -11 -9 -6 19 18 -18 -3 -4 28 -5 24 -24 -26 27 -14 -12 -2
right_child=1 6 20 22 15 -7 12 8 9 13 21 -13 26 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0001047350184262541 0.00037041895758932242 1.8687797268484019e-05 -0.0008890062134408439 -5.9859048087744782e-05 -0.00014922245268305544 9.1479411265780189e-05 -2.6474926038773107e-05 0.00015099298629927204 -0.00015842675263272099 -0.00071984054822912921 0.00078995709725909085 -0.00019722787089097694 -0.00071090022170125164 -4.2468381481803877e-05 0.0019492246810715842 0.00029411621022404691 -8.3866165739081571e-05 -8.9364706973782407e-05 2.8301192272728316e-05 0.0025650332591586533 -0.00059319053682727941 0.00079449528759440119 -0.0010257051174527377 -0.00069392308079141429 0.00058116103658086612 -7.1114413766082415e-05 2.537559474937723e-05 0.00011461002066361915 -0.00061082114925820725 -8.932012655105126e-05
leaf_weight=35 60 127 26 117 64 169 105 35 47 28 27 62 31 40 26 33 60 475 248 29 25 77 28 38 69 65 607 67 28 52
leaf_count=35 60 127 26 117 64 169 105 35 47 28 27 62 31 40 26 33 60 475 248 29 25 77 28 38 69 65 607 67 28 52
internal_value=-0.000303344 0.000282041 -0.00305284 -0.00235556 0.00111888 0.00308219 -0.000103286 -0.00080303 0.00137931 -8.06452e-05 0.00188889 -0.00148221 0.00102314 -0.00521739 0.00741935 -0.00142857 -0.00112766 -0.00168766 0.000250784 0.00167665 -0.00961538 0.00421053 -0.00371951 -0.00189573 -0.000736196 0.000592593 0.00159218 -0.00161616 0.000357143 -0.000325203
internal_weight=2900 2400 500 449 132 281 2119 1309 308 247 179 1001 810 68 61 97 939 783 308 156 51 132 317 200 162 134 705 98 55 112
internal_count=2900 2400 500 449 132 281 2119 1309 308 247 179 1001 810 68 61 97 939 783 308 156 51 132 317 200 162 134 705 98 55 112
cat_boundaries=0 18 45 47 48 50 51 68 70 71 80
cat_threshold=147456 16 1174405120 2623488 0 8256 33554432 268435456 33619968 8192 32 0 268435472 0 0 32 16 128 0 2048 0 134217728 2147549184 0 262144 0 1 0 0 0 8192 0 0 0 0 0 4096 2048 0 0 4194304 0 0 0 64 68608 32 131106 101634 34 6 0 128 0 4 0 0 0 536870912 0 0 8192 0 0 0 0 0 4096 1073741824 24704 100352 131072 0 67108864 0 0 0 0 0 65536
is_linear=0
shrinkage=0.04


Tree=266
num_leaves=31
num_cat=13
split_feature=7 8 0 9 12 12 17 5 1 8 12 1 5 11 5 1 6 18 0 5 0 0 0 11 12 0 0 0 0 0
split_gain=2.93 1.18099 1.48267 1.37422 1.93531 1.15059 0.994411 1.71269 1.01341 0.954856 1.52304 0.943919 1.7997 0.891253 1.37956 1.12001 0.88478 0.833318 0.808364 0.955814 0.806286 0.781673 0.670439 0.591487 0.511287 0.809086 0.791878 0.455776 0.8727 0.433178
threshold=0 1 45.425000000000004 2 3 4 5 1.5000000000000002 5.5000000000000009 6 7 5.5000000000000009 3.5000000000000004 8 10.500000000000002 4.5000000000000009 9 10 36.900000000000006 2.5000000000000004 16.750000000000004 23.500000000000004 43.675000000000004 11 12 16.750000000000004 23.500000000000004 35.850000000000009 40.250000000000007 35.600000000000009
decision_type=9 9 10 9 9 9 9 8 8 9 9 8 8 9 8 10 9 9 10 8 10 10 8 9 9 10 10 10 10 10
left_child=5 2 18 17 11 20 7 -6 -9 -8 23 12 -5 24 -15 -16 -14 -3 -2 -20 -1 -17 -19 -11 26 -26 -12 -23 -29 -22
right_child=1 3 -4 4 6 -7 9 8 -10 10 13 -13 16 14 15 21 -18 22 19 -21 29 27 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00010005735385075098 -1.1702934298796209e-06 0.00076272893229351274 -0.00027981124073445329 8.9345992320062349e-05 -0.0006027420145146323 -0.00015186415440474833 0.00015709149664683508 4.2461615376687689e-05 -0.00029304229002335091 -0.00011360822005872962 7.4414786740462092e-06 4.2328007386416293e-05 -0.00012143321345231328 0.00034100354478574959 0.00045051125754678621 -4.3259593294244781e-05 1.5782774067609749e-05 -0.00037349411660809296 -1.2391374849372027e-05 0.00015242234846112978 -0.00013594021952243908 7.5338130363746818e-05 9.0514183138878931e-06 -1.3385004341017747e-05 -1.0602214375481367e-05 0.00076267751376569493 -0.00022392148617580431 -0.00033830858280943233 5.7197539058506665e-06 -4.7898172481808392e-06
leaf_weight=44 97 27 32 51 35 272 112 58 53 310 72 103 102 26 56 28 190 246 26 199 55 29 29 183 55 168 42 76 55 125
leaf_count=44 97 27 32 51 35 272 112 58 53 310 72 103 102 26 56 28 190 246 26 199 55 29 29 183 55 168 42 76 55 125
internal_value=-0.000703416 -0.000129502 0.0019726 -0.000491261 -6.61157e-05 -0.0034714 -0.000818115 -0.00382166 -0.00160714 -0.000425184 -0.000792079 0.00218818 0.00122093 0.000550162 -0.00113879 -0.00212245 0 -0.0029393 0.0028483 0.00415929 -0.00119149 -0.00359788 -0.00369565 -0.00242063 0.00189655 0.00299145 -0.00032 -0.00248447 -0.00348485 -0.00243094
internal_weight=2956 2460 354 2106 1804 496 1358 146 111 1212 1100 446 343 607 270 244 292 302 322 225 224 188 275 493 337 223 114 160 131 180
internal_count=2956 2460 354 2106 1804 496 1358 146 111 1212 1100 446 343 607 270 244 292 302 322 225 224 188 275 493 337 223 114 160 131 180
cat_boundaries=0 18 47 49 51 53 54 84 86 87 88 89 92 93
cat_threshold=131072 268435456 8192 2621440 2 134225984 33554432 268435456 65536 48 40992 0 128 0 0 32 16 384 268435472 2048 4 0 2147483648 1 0 2147483648 0 32768 0 0 0 0 0 4096 0 0 0 2048 256 0 4194304 8 0 32768 0 0 524288 0 16528 68355072 2 16829504 32 49 0 0 0 0 0 0 262144 0 0 0 0 4 8192 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 0 4096 34912 32 36 340 4 36 0 524288 8448
is_linear=0
shrinkage=0.04


Tree=267
num_leaves=31
num_cat=8
split_feature=7 8 8 8 0 2 2 0 7 0 2 17 2 3 9 7 3 2 2 2 0 2 2 2 2 2 2 0 2 2
split_gain=2.59629 1.96742 1.50364 1.4857 1.44075 1.24501 1.14633 0.917567 0.901999 1.39445 1.04944 1.03587 1.03155 1.00225 0.944561 0.811842 1.54886 0.966394 0.7593 1.72065 0.978891 0.862661 0.712065 0.848636 0.705735 0.694107 0.648344 0.532749 0.492713 0.773737
threshold=0 1 2 3 39.07500000000001 298.50000000000006 44.500000000000007 30.500000000000004 4 28.500000000000004 12.500000000000002 5 100.50000000000001 1988.5000000000002 6 7 2001.5000000000002 84.500000000000014 38.500000000000007 478.50000000000006 35.850000000000009 5.5000000000000009 3.5000000000000004 12.500000000000002 21.500000000000004 38.500000000000007 66.500000000000014 39.07500000000001 28.500000000000004 41.500000000000007
decision_type=9 9 9 9 10 10 10 10 9 10 10 9 8 8 9 9 10 10 10 10 10 8 10 10 10 8 10 10 10 10
left_child=3 5 4 25 -3 6 7 -2 9 -4 -11 12 -10 -13 24 16 17 22 20 27 -5 -22 -16 -24 -15 -1 -27 -20 -25 -30
right_child=1 2 8 18 -6 -7 -8 -9 11 10 -12 13 -14 14 15 -17 -18 -19 19 -21 21 -23 23 28 -26 26 -28 -29 29 -31
leaf_value=8.8220289314691066e-05 -1.2090067320329468e-05 -0.00075227926317644744 -1.4530162119967827e-05 1.3816511976401103e-05 -4.2092300465448321e-05 -9.1205938850862374e-05 0.0014539900756602008 0.00016281585286382239 -3.2885980451879963e-05 -0.00028458620493339027 0.0015191598115975324 0.0011839256217146853 -0.00069136224655210301 -4.36101830925395e-05 -5.5377528087916517e-05 6.8707389041477994e-06 -9.9590734056747014e-05 0.00015299810938806501 -0.00056061226115716072 1.4182647972660335e-05 -0.001589925851464571 -8.1332081527989438e-05 0.00010648604039154464 -2.7310587789841635e-05 -0.000868105963700998 -5.5042778930314284e-05 3.3538815519804644e-05 -0.0007653362338036374 5.8940888689882346e-05 -9.1125106173066682e-05
leaf_weight=43 29 29 47 73 72 26 49 124 86 26 52 36 41 76 31 1300 58 41 31 33 31 184 59 99 38 50 25 48 58 85
leaf_count=43 29 29 47 73 72 26 49 124 86 26 52 36 41 76 31 1300 58 41 31 33 31 184 59 99 38 50 25 48 58 85
internal_value=-0.000483059 6.46987e-05 -0.000302895 -0.00302457 -0.00482143 0.00351464 0.00472906 0.00298701 -6.52985e-05 0.00308824 0.00658228 -0.000277365 -0.00362319 -3.17125e-05 -0.000162514 8.03674e-05 -0.00140271 -0.000481283 -0.00418491 -0.00707965 -0.00318339 -0.00453704 -0.0012012 -0.000596026 -0.00352 0.000930233 -0.00131579 -0.01025 -0.00164609 -0.000138889
internal_weight=2980 2462 2234 518 101 228 202 153 2133 125 78 2008 127 1881 1845 1731 431 373 400 112 288 215 332 301 114 118 75 79 242 143
internal_count=2980 2462 2234 518 101 228 202 153 2133 125 78 2008 127 1881 1845 1731 431 373 400 112 288 215 332 301 114 118 75 79 242 143
cat_boundaries=0 18 44 74 97 105 106 108 118
cat_threshold=1 128 8192 788480 524290 8256 33554432 541065216 65536 8192 8192 128 128 0 0 32 0 384 0 2052 4 134217728 0 1 0 2147483648 0 0 0 0 0 0 268435456 4096 0 0 0 0 0 0 4194304 8 0 32768 268435456 0 0 0 0 0 524288 0 0 0 0 0 64 0 0 0 0 0 33554432 8192 0 0 0 0 0 0 68 0 0 8192 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16777216 0 268435473 67108864 512 0 0 0 8192 17 1 32 0 0 1048576 2097156 0 2 131072 0 33556480 134217728
is_linear=0
shrinkage=0.04


Tree=268
num_leaves=31
num_cat=10
split_feature=7 12 2 8 3 7 0 3 4 0 12 12 3 12 1 2 3 0 2 9 9 4 2 0 12 0 3 5 1 2
split_gain=3.50917 1.72664 1.69581 1.26825 1.34208 1.20936 1.65182 2.20159 1.20635 1.37754 1.15883 1.12326 1.11179 1.25325 1.67587 2.02545 1.47184 1.51062 1.7297 1.31816 1.1036 1.26899 1.19574 1.00905 1.00482 1.02868 0.884147 0.908339 1.28396 0.839407
threshold=0 1 13.500000000000002 2 2014.5000000000002 3 32.500000000000007 2012.5000000000002 4850.0000000000009 44.07500000000001 4 5 2020.5000000000002 6 5.5000000000000009 7.5000000000000009 2012.5000000000002 35.250000000000007 79.500000000000014 7 8 1950.0000000000002 8.5000000000000018 20.500000000000004 9 42.250000000000007 2017.5000000000002 2.5000000000000004 5.5000000000000009 272.00000000000006
decision_type=9 9 8 9 10 9 10 8 10 10 9 9 10 9 8 10 8 8 10 9 9 10 10 10 9 10 10 8 10 10
left_child=1 -1 -3 4 8 6 -5 -8 9 11 -4 -2 13 14 19 -16 -15 18 23 -7 22 26 -19 -18 -21 -26 27 -22 29 -29
right_child=3 2 10 5 -6 12 7 -9 -10 -11 -12 -13 -14 16 15 -17 17 20 -20 24 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-2.8254589025706879e-05 -6.2300315915813091e-05 0.00012806411991917344 -6.7428218201825983e-06 0.00025625468889511893 -0.00018382753083265869 7.9974278812642303e-05 3.5073208600877594e-05 -0.00062215575486625598 -0.00014363241308331 3.1328426112651188e-05 0.00028105594570604353 0.00013602995055240542 0.00086846934913360492 -0.00037508576699778472 -0.00097986455359475142 -5.265301519433052e-05 -3.7821529927697382e-05 0.00018907183235363336 0.00014687818501251117 -0.00024977462175282742 -0.00014543635407726185 -9.4764557269897412e-05 -0.00044188404895589172 -0.00021232895906081239 -1.6987572687909847e-06 -0.00024398235422083304 -0.0008642815721488262 0.00017380804706917274 0.0034605642573039218 -0.00034126500993032495
leaf_weight=220 134 97 110 42 36 142 61 127 25 35 140 248 39 135 55 70 147 79 51 120 49 79 102 67 196 28 25 240 32 28
leaf_count=220 134 97 110 42 36 142 61 127 25 35 140 248 39 135 55 70 147 79 51 120 49 79 102 67 196 28 25 240 32 28
internal_value=-0.000344595 0.00245675 0.00418994 -0.0010154 0.000817996 -0.00147532 -0.00414938 -0.00592593 0.0014447 0.00196172 0.0025498 0.00125326 -0.00108555 -0.00125152 -0.00266881 -0.0068254 -0.000382775 0.0002 -0.00233083 -0.00164271 0.00125984 0.00228448 -0.00135417 -0.00390698 -0.00292958 -0.00119149 0.00330667 0.00382857 0.00465116 0.00371747
internal_weight=2959 567 347 2392 478 1914 230 188 442 417 250 382 1684 1645 611 125 1034 899 265 486 634 453 181 214 344 224 374 349 300 268
internal_count=2959 567 347 2392 478 1914 230 188 442 417 250 382 1684 1645 611 125 1034 899 265 486 634 453 181 214 344 224 374 349 300 268
cat_boundaries=0 17 19 49 61 62 63 64 66 68 69
cat_threshold=268435456 1 1073750016 2105856 0 134225920 4194304 139264 0 134217728 32768 64 16 268435456 0 0 4096 68158722 32 1073741824 4 0 0 2147549184 0 262144 0 0 32768 0 0 2048 0 0 0 0 0 4096 0 384 0 0 8 0 49152 64 0 0 4096 2 16 537919488 526336 0 64 0 0 2048 0 8192 128 81984 17940512 253984 0 28676 0 24580 147488
is_linear=0
shrinkage=0.04


Tree=269
num_leaves=31
num_cat=7
split_feature=7 7 8 0 12 0 4 6 1 2 8 9 4 2 2 2 3 2 0 2 0 2 2 2 2 2 2 4 1 2
split_gain=2.65062 1.70098 2.376 2.08633 1.55282 1.33522 1.84437 1.28544 2.02435 1.55538 1.28118 1.19413 1.19666 1.19493 1.15452 1.15157 1.13798 1.12861 1.1704 1.06975 1.06638 0.95968 0.907651 0.839414 0.760345 0.748383 0.944881 0.731319 0.708191 0.790227
threshold=0 1 2 22.750000000000004 3 40.250000000000007 55065260000.000008 4 3.5000000000000004 35.500000000000007 5 6 133.00000000000003 442.50000000000006 70.500000000000014 36.500000000000007 2008.5000000000002 73.500000000000014 40.250000000000007 332.00000000000006 35.250000000000007 72.500000000000014 27.500000000000004 30.500000000000004 70.500000000000014 34.500000000000007 16.500000000000004 16472860000.000002 5.5000000000000009 129.50000000000003
decision_type=9 9 9 10 9 10 8 9 10 8 9 9 10 8 8 10 8 8 10 10 10 10 10 8 10 8 10 8 10 10
left_child=7 4 3 -3 23 21 -7 9 20 -1 22 14 17 -14 15 -12 -5 -13 19 28 -9 -6 -4 27 -25 26 -18 -2 29 -19
right_child=1 2 10 16 5 6 -8 8 -10 -11 11 12 13 -15 -16 -17 25 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=6.5644639904647307e-05 0.00039619255998950108 -0.00014934512380207821 -0.00036008233631790176 -4.8059125566055629e-05 8.2045953853970843e-05 9.3050280408775164e-05 -0.00056353766329024784 0.0016751819605471496 -0.0012286729419506059 -0.00086263840346667564 -0.00023076906629924566 -2.9808659478902655e-06 -4.5423696217241629e-05 -0.00113731687013356 -0.001268292790936343 0.0010215118650086198 0.00012001476951219559 3.7831474209326643e-07 0.0010723136126932077 -0.00030040040370010957 -0.0013813730503636635 -5.4631107447242753e-05 -1.1659840120472609e-05 0.002568116727331855 1.6976976973701596e-05 1.5416971801229806e-05 0.00039087936132077062 1.402674934414705e-05 0.0020276268505816119 0.00063569121888569665
leaf_weight=91 25 29 75 45 68 27 37 29 98 67 182 1113 160 27 33 32 139 143 48 35 29 40 59 41 28 99 46 44 28 39
leaf_count=91 25 29 75 45 68 27 37 29 98 67 182 1113 160 27 33 32 139 143 48 35 29 40 59 41 28 99 46 44 28 39
internal_value=-0.000284072 0.000135695 -0.00023901 0.00271003 0.00286604 0.000218579 -0.00430769 -0.00369231 -0.00622754 -0.000946746 -0.000785894 -0.000497029 -8.72818e-05 -0.00308511 -0.00302326 -0.00204651 0.00369697 0.000312722 0.00251701 0.00138211 -0.000677966 0.00293578 -0.00441379 0.00590604 0.00942857 0.00463158 0.00612903 0.00314286 0.00246445 0.00153005
internal_weight=2956 2642 2332 358 310 172 64 314 156 158 1974 1840 1593 187 247 214 329 1406 293 245 58 108 134 138 69 284 185 69 210 182
internal_count=2956 2642 2332 358 310 172 64 314 156 158 1974 1840 1593 187 247 214 329 1406 293 245 58 108 134 138 69 284 185 69 210 182
cat_boundaries=0 17 34 61 62 63 90 92
cat_threshold=131072 0 34603008 526336 34 8256 33554432 4194304 0 0 32 128 268435584 0 0 0 128 268435456 268435584 1073741824 2105344 0 134217728 0 8192 0 134217728 40960 0 0 268435456 0 32 4096 16 1048580 0 0 2147483648 1 262144 2147483648 1 32768 0 0 2048 0 0 0 0 0 0 2048 0 0 4194304 0 0 32768 64 204802 148 0 2056 4 0 0 0 0 0 0 0 0 33556480 64 0 0 0 0 0 33554432 0 0 0 0 8 0 0 4 0 148
is_linear=0
shrinkage=0.04


Tree=270
num_leaves=31
num_cat=12
split_feature=7 17 8 17 4 8 7 11 2 3 2 2 11 0 2 18 11 13 4 2 13 2 3 2 5 4 2 3 2 2
split_gain=3.01066 1.82752 1.48178 1.43818 1.55094 1.39613 1.52561 1.88066 1.36952 1.3435 1.17152 1.05053 1.03877 1.5532 1.68811 0.98708 0.785558 0.925652 0.748354 1.04789 0.947211 1.66552 1.19582 1.53567 1.28941 1.20067 0.869783 1.14164 0.828598 0.704508
threshold=0 1 2 3 7729560000.000001 4 5 6 131.00000000000003 2003.5000000000002 15.500000000000002 478.50000000000006 7 40.250000000000007 3.5000000000000004 8 9 10 625.00000000000011 145.50000000000003 11 4.5000000000000009 2003.5000000000002 39.500000000000007 1.5000000000000002 15.000000000000002 3.5000000000000004 2017.5000000000002 69.500000000000014 39.500000000000007
decision_type=9 9 9 9 8 9 9 9 8 10 10 8 9 8 10 9 9 9 10 8 9 10 8 10 8 10 10 8 10 10
left_child=1 15 -2 4 -4 8 7 -7 -5 -6 -3 -9 -8 18 -15 -1 -12 -18 19 20 22 -22 -14 24 -24 26 -26 -28 -25 -23
right_child=2 10 3 5 9 6 12 11 -10 -11 16 -13 13 14 -16 -17 17 -19 -20 -21 21 29 23 28 25 -27 27 -29 -30 -31
leaf_value=0.00026651541162241442 0.00011959087594199503 -2.0873785850135106e-05 -0.00051552271796232677 -0.00026078576826584767 -9.2367859467046288e-06 -0.00044168083045633468 0.00028202656598089957 6.0528676330307006e-06 3.4001625903243848e-05 -0.00058435534647273359 0.00027861160263025652 -0.00071242859147275801 0.00024036520261923046 0.00026196207765138979 -0.0002341879096848487 0.00037712841177043547 -2.0733517547135705e-05 8.9319632794193635e-05 0.00048800477983490965 -0.00015047082907752697 -0.00068731828397311295 3.9300913999937848e-05 0.0018881795943797997 -0.00028519074697435086 0.0001363169088134697 -0.00023297976988033043 0.0017037179951547899 -1.0320204400997568e-05 -2.1744505276970472e-05 0.00061026357013027166
leaf_weight=42 116 222 61 75 184 125 116 250 29 29 104 51 29 41 123 62 106 108 79 124 39 239 28 59 51 33 46 247 28 105
leaf_count=42 116 222 61 75 184 125 116 250 29 29 104 51 29 41 123 62 106 108 79 124 39 239 28 59 51 33 46 247 28 105
internal_value=-7.45257e-05 0.00232061 -0.000750647 -0.000990009 -0.00364912 -0.000591286 -0.000317982 -0.00237986 -0.00486957 -0.00214953 0.00130672 -0.000576923 0.000329041 -1.56006e-05 -0.00363636 0.00695652 0.00288401 0.00124444 0.000523466 0.000233236 0.000707182 0.00218274 -0.000413534 -0.000892495 0.000147783 -0.00047619 0.000231884 -0.000612245 -0.00568182 0.00313043
internal_weight=2951 644 2307 2191 274 1917 1813 426 104 213 540 301 1387 1271 164 104 318 214 1107 1028 904 383 521 492 405 377 344 293 87 344
internal_count=2951 644 2307 2191 274 1917 1813 426 104 213 540 301 1387 1271 164 104 318 214 1107 1028 904 383 521 492 405 377 344 293 87 344
cat_boundaries=0 17 18 44 45 74 91 94 97 98 101 102 103
cat_threshold=0 1 1073750016 4 34 8194 37748736 536879104 67584 134225920 32768 0 0 268435456 0 0 4096 24 0 2048 4 0 0 0 0 0 1 32768 0 0 8192 0 0 0 0 0 33554432 0 0 0 0 8 0 32768 18 0 0 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 2147483648 0 4194304 0 0 0 64 0 524288 0 0 67108864 2048 0 134217728 131072 0 0 0 8224 384 16 0 0 0 16 4 0 524288 0 1536 524288 4 4 2147484672 524288 12 2
is_linear=0
shrinkage=0.04


Tree=271
num_leaves=31
num_cat=9
split_feature=8 7 3 8 2 7 2 2 10 9 8 6 3 2 2 2 0 5 2 2 2 5 2 2 2 2 2 6 2 3
split_gain=2.1922 1.83955 1.30891 1.09541 1.33404 1.20486 1.27914 1.40431 1.38979 1.52241 1.08725 1.02627 0.839058 1.03334 0.79321 0.769921 0.887202 0.740192 0.710846 0.694735 1.44097 1.93065 0.65288 0.586819 0.570907 0.684591 0.551993 1.07153 0.930511 1.03497
threshold=0 1 1992.5000000000002 2 85.500000000000014 3 58.500000000000007 64.500000000000014 4 5 6 7 2005.5000000000002 492.00000000000006 5.5000000000000009 94.500000000000014 42.250000000000007 2.5000000000000004 19.500000000000004 10.500000000000002 5.5000000000000009 1.0000000180025095e-35 3.5000000000000004 15.500000000000002 151.50000000000003 13.500000000000002 18.500000000000004 8 11.500000000000002 1989.5000000000002
decision_type=9 9 10 9 10 9 10 10 9 9 9 9 10 10 8 10 10 10 8 10 8 10 10 10 10 8 8 9 10 10
left_child=2 -2 10 4 -3 24 8 -8 22 11 17 -10 13 -9 -12 16 -16 19 -13 20 21 -1 -7 -4 25 -5 27 28 29 -11
right_child=1 3 23 5 -6 6 7 12 9 26 14 18 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.2116517477914782e-05 -0.00017612032255570398 -0.00059519468727348374 4.8351393869126013e-05 0.00036968424112501455 0.00089962186063893054 -0.00010160139009187219 -0.00022316863839606072 1.3161511977699547e-06 -0.0015539009500839286 2.0514902181361095e-05 -2.7764300259747187e-06 4.7247074750913498e-05 -0.00019602749647383178 -0.0010765490048225245 0.00053579709836704126 2.9622867978353897e-05 1.6122373243483425e-05 -0.00012670265232387124 -0.0001502201484393595 3.9914463930657011e-05 -0.00027981719571279484 0.0014260359297929171 -0.00078994961455698849 -3.7538050995209458e-05 0.002234708280832116 5.9289614614499441e-06 2.5281322878072386e-05 0.00010541864731720807 -0.00018809988134357524 -0.0011443560186032186
leaf_weight=40 219 100 55 46 27 67 40 211 126 138 35 81 28 45 85 56 34 25 57 277 45 27 79 110 30 128 482 210 58 26
leaf_count=40 219 100 55 46 27 67 40 211 126 138 35 81 28 45 85 56 34 25 57 277 45 27 79 110 30 128 482 210 58 26
internal_value=-0.000220884 -0.000869172 0.001575 -0.000472362 -0.00391304 -0.000214707 -0.000578662 -0.00283077 -3.01887e-05 0.000437342 0.002432 -0.00218182 -0.00182456 -0.00108949 0.00470588 0.00602273 0.00783333 0.00112941 0.000268456 0.00158974 -0.00106195 0.00264706 -0.00356688 -0.00156627 0.00260465 0.00182857 0.00121081 0.000184758 -0.00171674 -0.000242424
internal_weight=2987 2198 789 1979 127 1852 1648 324 1324 1178 624 264 284 256 210 175 119 414 138 389 112 67 146 165 204 174 914 432 222 164
internal_count=2987 2198 789 1979 127 1852 1648 324 1324 1178 624 264 284 256 210 175 119 414 138 389 112 67 146 165 204 174 914 432 222 164
cat_boundaries=0 30 48 78 95 96 98 124 125 126
cat_threshold=268435456 2060 0 134217728 2147483648 1 262144 0 0 32768 0 2052 2048 0 0 0 0 0 4096 2048 384 0 4194304 8 0 32768 0 0 0 4096 0 0 1048576 524292 0 134217728 0 536870912 2048 16 32 0 268435456 0 0 0 0 256 0 0 0 0 0 0 0 2147483648 0 0 0 0 8256 1048576 0 0 0 0 0 0 0 0 0 0 0 1073741824 0 0 524288 8192 0 128 0 0 32 0 0 8192 0 32 8192 0 128 0 0 0 1073745920 17 1 4148 0 4 0 0 0 0 262144 0 0 0 0 4 2048 0 0 0 0 0 4096 0 384 0 0 0 0 32768 326 28
is_linear=0
shrinkage=0.04


Tree=272
num_leaves=31
num_cat=13
split_feature=7 12 8 7 7 17 12 4 4 0 8 4 3 4 4 0 0 0 0 12 6 3 0 8 12 9 0 0 0 0
split_gain=2.46923 2.17067 1.93172 2.29486 1.65109 1.16206 1.04408 0.958214 0.895588 0.739015 0.704725 0.942872 0.753162 0.67779 0.643182 0.607354 0.763079 0.815458 0.582021 0.570626 0.797539 0.913148 0.903667 0.76763 0.888083 0.829525 1.68059 1.37187 0.950902 1.03827
threshold=0 1 2 3 4 5 6 152.50000000000003 963180000.00000012 42.710000000000008 7 267495000.00000003 2019.5000000000002 7250450000.000001 1158870000.0000002 42.250000000000007 35.850000000000009 18.500000000000004 40.250000000000007 8 9 2017.5000000000002 14.500000000000002 10 11 12 40.250000000000007 35.250000000000007 48.175000000000004 35.600000000000009
decision_type=9 9 9 9 9 9 9 10 8 10 9 10 8 8 8 10 10 10 10 9 9 8 10 9 9 9 10 8 10 8
left_child=1 9 6 7 -3 8 -2 -4 -5 -1 11 -8 -12 -6 -14 16 17 -16 -15 20 22 -22 -7 24 -21 28 27 -27 29 -25
right_child=2 4 3 5 13 19 10 -9 -10 -11 12 -13 14 18 15 -17 -18 -19 -20 23 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-4.9127919815958879e-05 5.6128961698220794e-06 1.3396923365114333e-05 -6.5931853038030393e-05 0.00077390012698856485 0.00035489687148000827 6.4132814978172799e-05 5.4114244469687377e-05 -0.0011597075576116821 3.7276055822914603e-05 5.7710452745283194e-05 -0.00064841645977111286 -0.00011585905333028279 -0.00024839866518938436 0.00069212250727797905 -0.00010877493595749854 -0.00019811948733369889 -4.370818801859855e-06 -5.6087686998509411e-05 7.6009677398758411e-06 8.813706266302291e-05 -6.0582426210586962e-05 0.0001585607750156015 -2.629936965782065e-05 0.0002037377935225493 -4.4181415698218985e-06 -0.00020750207597512117 -0.00022083288072217045 0.00015621647346794276 7.8519111523647208e-05 -0.00028165576103774016
leaf_weight=230 116 250 192 26 27 28 77 31 115 25 39 31 26 72 43 27 96 51 28 105 35 99 105 61 230 34 59 246 27 424
leaf_count=230 116 250 192 26 27 28 77 31 115 25 39 31 26 72 43 27 96 51 28 105 35 99 105 61 230 34 59 246 27 424
internal_value=-0.000331529 0.00186625 -0.000934019 -0.000317287 0.00376289 0.000224299 -0.00309478 -0.00401709 0.00355263 -0.000977444 -0.00408978 -0.0010084 -0.00518771 0.0073913 -0.0045082 -0.00376147 -0.00293194 -0.00547368 0.00633663 -0.000122951 0.00151079 0.00358621 -0.000694444 -0.000501253 0.00109827 -0.00113689 0.0004 0.00170819 -0.00214149 -0.00259259
internal_weight=2955 632 2323 1817 377 1594 506 223 141 255 390 108 282 127 243 217 190 94 100 1453 267 134 133 1186 335 851 339 280 512 485
internal_count=2955 632 2323 1817 377 1594 506 223 141 255 390 108 282 127 243 217 190 94 100 1453 267 134 133 1186 335 851 339 280 512 485
cat_boundaries=0 18 20 50 67 79 80 81 102 104 105 132 133 135
cat_threshold=268566528 1 1073741824 8192 0 0 33685504 0 33556480 402653184 32768 320 0 0 0 0 4224 128 1065986 34 0 2056 0 0 2147549184 0 0 2147483648 0 0 0 4 10240 1048576 0 4096 0 0 0 2048 2147484032 0 4194304 0 0 32768 0 0 0 4096 0 16 536870912 2621444 0 134217728 0 536870912 0 16 0 0 16 0 0 32 1073741840 131072 0 0 0 0 0 131072 0 2048 0 0 256 37 17893376 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 1048576 0 4096 0 0 0 0 256 17974272 2 24 0 0 0 0 0 1 262144 0 0 32768 0 0 0 0 0 0 0 0 0 0 0 0 16777216 0 0 0 64 34912 0 26656
is_linear=0
shrinkage=0.04


Tree=273
num_leaves=31
num_cat=12
split_feature=7 4 8 8 4 0 9 4 0 13 3 4 1 9 7 11 3 15 6 13 0 9 3 3 4 0 3 3 3 3
split_gain=2.64033 1.87171 1.69175 1.29949 1.06081 0.914034 0.941289 2.77211 1.10155 0.854391 0.830948 0.805426 0.793332 0.943181 0.788608 1.19167 0.967229 0.769771 0.754478 1.22877 0.783294 0.768683 0.893195 0.718237 1.09471 0.70922 0.708495 0.67972 0.625429 0.618483
threshold=0 2188290000.0000005 1 2 12000.000000000002 50.425000000000004 3 3890.0000000000005 35.850000000000009 4 2014.5000000000002 120418.00000000001 5.5000000000000009 5 6 7 1994.5000000000002 8 9 10 36.400000000000006 11 2010.5000000000002 1995.5000000000002 7650.0000000000009 36.900000000000006 1992.5000000000002 2020.5000000000002 2012.5000000000002 2018.5000000000002
decision_type=9 10 9 9 8 10 9 10 10 9 10 10 8 9 9 9 10 9 9 9 8 9 8 10 8 10 10 8 10 8
left_child=1 4 10 9 -1 6 7 8 -5 -4 25 14 13 26 16 27 17 -8 21 23 -21 22 -17 24 -20 -2 -10 -16 -6 -24
right_child=2 -3 3 5 28 -7 11 -9 12 -11 -12 -13 -14 -15 15 18 -18 -19 19 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011133192553072035 -6.5899974341512298e-05 -0.0010997296650634781 8.1476181689055244e-06 5.6735446243934008e-05 -1.7834243118457494e-05 5.3811315739160651e-05 1.7201745083568197e-05 0.001139728572404053 0.00061813581084017247 0.00051442926975092012 -0.00037759657520247458 -0.00020168848627804436 -0.00060570780558702355 -0.00016056056789345518 -2.9983490072211793e-05 5.4425574879672927e-05 -0.00031391851732749388 -0.00035257436904750249 0.00029180192907350742 0.00016785342516453027 5.0814313661007307e-06 0.00089387990821169442 -0.00044019581971596725 -0.00015122541468649332 -0.00012497287661815903 8.7353250458832573e-06 -2.017808313809155e-05 0.0002103306549022932 -4.7544128474115153e-05 5.0211865525540136e-06
leaf_weight=25 88 29 110 127 289 44 167 35 64 107 27 95 48 109 32 43 31 131 26 46 142 124 26 73 147 102 43 77 26 463
leaf_count=25 88 29 110 127 289 44 167 35 64 107 27 95 48 109 32 43 31 131 26 46 142 124 26 73 147 102 43 77 26 463
internal_value=0.000110459 -0.003 0.000575256 0.000896165 -0.00222874 0.000579848 0.000458537 0.00210526 0.00117347 0.00377193 -0.0027193 1.22399e-05 -0.000301887 0.000737327 0.000235448 0.000710744 -0.00147059 -0.000802676 0.000290645 -0.000988764 0.00140704 0.00113943 0.000441989 -0.00280156 -0.00149425 -0.00188482 0.00322034 0.0045 -0.00158228 -4.08163e-05
internal_weight=2896 369 2527 2310 340 2093 2049 426 391 217 217 1623 264 216 1528 1199 329 298 1090 434 188 656 532 246 173 190 107 109 315 489
internal_count=2896 369 2527 2310 340 2093 2049 426 391 217 217 1623 264 216 1528 1199 329 298 1090 434 188 656 532 246 173 190 107 109 315 489
cat_boundaries=0 18 45 69 71 72 74 91 94 95 96 97 99
cat_threshold=147457 16 67108864 2099204 0 134217728 0 0 0 134225920 0 128 0 268435456 67108864 0 0 384 1073741824 4 0 0 0 0 0 0 0 0 0 0 64 1048576 268435456 0 0 0 0 0 2147483648 0 4194304 0 0 1073790976 68 16 2048 0 134217728 2147491840 0 0 0 0 0 0 131072 8192 0 0 0 0 0 4096 8192 0 524288 0 8 1073742081 16388 10 1073741824 16384 0 0 537919488 524288 32 0 131072 0 33554432 0 0 0 0 0 0 0 4112 67125248 512 524288 67108864 202 10 0 6144
is_linear=0
shrinkage=0.04


Tree=274
num_leaves=31
num_cat=10
split_feature=7 7 12 2 0 9 0 7 0 13 12 12 4 2 2 2 3 4 12 2 1 2 1 0 7 2 0 2 2 5
split_gain=2.97654 2.35309 2.14316 1.11018 1.09664 1.08344 1.0572 1.41558 1.09217 1.66205 1.73685 1.67174 1.31312 1.02718 0.995355 0.988098 0.934103 0.87892 0.874786 2.24822 1.09753 0.98723 0.912895 1.25931 0.88348 0.871421 0.845147 0.757575 0.746154 0.842672
threshold=0 1 2 17.500000000000004 38.20000000000001 3 14.500000000000002 4 40.250000000000007 5 6 7 9300.0000000000018 15.500000000000002 23.500000000000004 27.500000000000004 2022.5000000000002 86.000000000000014 8 15.500000000000002 4.5000000000000009 4.5000000000000009 5.5000000000000009 23.500000000000004 9 27.500000000000004 16.750000000000004 6.5000000000000009 8.5000000000000018 5.5000000000000009
decision_type=9 9 9 8 8 9 10 9 10 9 9 9 8 8 10 8 8 8 9 10 8 8 8 10 9 8 10 10 10 8
left_child=2 -2 3 -1 -5 17 -7 25 9 11 -11 27 -12 -13 -15 16 -4 -3 20 -20 -19 -22 -21 -24 26 -8 -23 -9 -10 -30
right_child=1 5 15 4 -6 6 7 8 28 10 12 13 -14 14 -16 -17 -18 18 19 22 21 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001376569859092669 0.00071496948344634608 -0.00012777580202183003 0.00010936428703605117 -0.00011288281203945871 4.1803459399858411e-05 0.00023455598394338752 1.1900294622648745e-05 5.3618736823324299e-05 5.560257892369691e-06 -6.5663753004940871e-06 -6.2084262668662412e-05 -0.00019410481511251021 0.00051433678992978576 0.0019372503011829423 0.00011690536436098853 -0.0002178986281158757 -0.00024730179099741179 -0.00024131340998675198 6.1055194617196657e-05 -8.382491248681845e-07 -7.1763632169563615e-05 7.4389094793048118e-06 4.5204591916814254e-06 -0.00037436889282059125 8.446901873249147e-06 0.0014633523266898863 -0.00011164641871971525 -0.00032233321834233662 -3.2906879393834742e-07 -0.00023912966452641627
leaf_weight=35 102 29 32 31 36 34 59 26 64 127 25 131 145 27 75 97 127 90 194 217 98 65 27 32 680 44 82 104 34 57
leaf_count=35 102 29 32 31 36 34 59 26 64 127 25 131 145 27 75 97 127 90 194 217 98 65 27 32 680 44 82 104 34 57
internal_value=-0.000109327 0.000372237 -0.00346883 0.00141593 -0.00147059 0.00011304 0.00116303 0.000914037 0.00031477 0.00102874 0.00318182 -0.000802139 0.00574586 0.00122951 0.00427184 -0.00539326 -0.003625 -0.00055082 -0.000417227 0.000997921 -0.00107212 -0.000669546 -0.00129964 -0.00566667 -0.000217391 0.00508772 -0.00291139 -0.00425532 -0.00269231 -0.005
internal_weight=2926 2568 358 102 67 2466 952 918 815 660 297 363 170 233 102 256 159 1514 1485 470 1015 925 276 59 827 103 147 130 155 91
internal_count=2926 2568 358 102 67 2466 952 918 815 660 297 363 170 233 102 256 159 1514 1485 470 1015 925 276 59 827 103 147 130 155 91
cat_boundaries=0 18 32 34 36 46 47 48 50 52 69
cat_threshold=0 16 605028352 524288 589824 0 33554432 4194304 33554432 134217760 8224 2097152 128 0 0 32 1073741824 256 268435456 0 1073741824 0 0 134225920 0 8192 0 0 0 0 67108864 268435456 11328 32 384 10256 2 128 0 0 32 0 131072 0 0 8192 10 34850 1247264 32 16900162 32 131072 0 0 0 32 0 0 131072 0 0 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=275
num_leaves=31
num_cat=12
split_feature=11 12 2 12 9 2 0 11 0 2 6 2 2 9 2 2 2 6 2 6 0 2 2 13 5 1 2 5 12 6
split_gain=1.53549 0.927963 1.55194 1.18712 1.42929 1.82816 1.37294 1.00959 1.80294 1.12053 1.00146 1.40156 0.918736 0.88249 1.17174 1.10607 0.757694 0.793769 0.940828 0.718705 0.715334 0.95266 0.681787 0.677666 0.622155 0.619746 0.599751 0.599259 0.594411 0.699487
threshold=0 1 24.500000000000004 2 3 36.500000000000007 24.500000000000004 4 23.500000000000004 492.00000000000006 5 108.50000000000001 39.500000000000007 6 8.5000000000000018 15.500000000000002 2.5000000000000004 7 8.5000000000000018 8 40.250000000000007 50.500000000000007 45.500000000000007 9 3.5000000000000004 5.5000000000000009 99.000000000000014 4.5000000000000009 10 11
decision_type=9 9 8 9 9 8 10 9 10 10 9 10 10 9 8 10 8 9 10 9 10 8 10 9 8 8 10 8 9 9
left_child=24 16 13 6 5 -5 -4 8 -6 19 27 12 -12 14 -3 -16 -2 18 -18 22 21 -21 -9 -19 -1 -23 -24 -8 -15 -30
right_child=1 2 3 4 7 -7 10 9 -10 -11 11 -13 -14 28 15 -17 17 23 -20 20 -22 25 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00021952341267695631 -0.00080382135293994856 2.5256000511753031e-05 -7.0117399280889012e-05 -0.0010814425092366519 3.2826799319707332e-07 -0.00019805423031233005 5.2557054328872252e-06 4.2884308517301405e-05 -0.00022949957547162115 -0.00093143731519162998 2.3364480566812065e-05 0.001807187081136803 -0.00072413010284144263 -2.7470569734369121e-05 -0.000580614966187909 -0.00013532001177580356 0.00012288348531050986 0.00015536568645316607 -0.00033075283571474049 0.00039373307703996832 0.00043713800182452193 -9.9978270514853313e-05 0.00088937821690848295 1.0901753957206495e-05 -5.7361305441752107e-05 -2.3769406281033412e-05 4.1709446435262974e-05 -0.00040719897558545883 -2.3371433043912761e-05 3.0885539420850706e-05
leaf_weight=46 34 78 131 27 103 100 25 72 37 31 62 40 44 116 39 33 43 195 76 54 75 30 42 276 218 27 33 93 148 589
leaf_count=46 34 78 131 27 103 100 25 72 37 31 62 40 44 116 39 33 43 195 76 54 75 30 42 276 218 27 33 93 148 589
internal_value=-0.000500343 -0.000202703 -0.000617647 -0.00171373 -0.0005919 -0.0042029 -0.00339901 0.00038835 -0.00238411 0.00149333 -0.00181132 0.000509554 -0.00186916 0.000498008 -0.00223602 -0.0060274 0.00113386 0.001489 -0.00138462 0.00221557 0.000406091 -0.00160714 0.00417722 0.00219917 -0.00334545 -0.00517241 0.00710526 -0.00434109 0.00099537 0.00141711
internal_weight=2917 2653 2029 1026 631 127 395 504 140 364 264 146 106 1003 150 72 624 590 119 333 186 111 147 471 264 57 75 118 853 737
internal_count=2917 2653 2029 1026 631 127 395 504 140 364 264 146 106 1003 150 72 624 590 119 333 186 111 147 471 264 57 75 118 853 737
cat_boundaries=0 3 5 7 9 11 12 14 15 16 17 18 19
cat_threshold=67158016 589856 2048 67110976 32 17940480 2 0 12448 32 1024 400 0 16400 208 280 12 17664 68
is_linear=0
shrinkage=0.04


Tree=276
num_leaves=31
num_cat=13
split_feature=7 8 12 0 3 2 0 7 8 2 11 12 4 6 2 2 12 2 1 11 6 2 12 2 2 11 2 2 2 2
split_gain=2.72861 1.76792 2.23298 2.48407 1.13162 1.07085 1.11094 1.06941 1.05146 2.16233 0.964187 1.04043 1.0276 1.02568 0.824166 1.36662 0.795742 0.718785 1.06477 0.668053 1.23184 1.17952 1.11405 1.65438 0.761556 0.649415 0.636482 0.624441 0.824846 0.839138
threshold=0 1 2 33.175000000000004 2010.5000000000002 70.500000000000014 39.07500000000001 3 4 85.500000000000014 5 6 73656950000.000015 7 15.500000000000002 131.00000000000003 8 49.500000000000007 5.5000000000000009 9 10 108.50000000000001 11 14.500000000000002 12.500000000000002 12 81.500000000000014 2.5000000000000004 12.500000000000002 15.500000000000002
decision_type=9 9 9 10 10 8 10 9 9 10 9 9 8 9 8 10 9 10 8 9 9 8 9 10 10 9 10 10 10 10
left_child=5 2 14 -4 8 16 -7 17 9 -5 -9 19 -13 25 -2 -16 -1 18 -3 22 21 -21 23 -12 -22 -14 -8 -24 -29 -30
right_child=1 7 3 4 -6 6 26 10 -10 -11 11 12 13 -15 15 -17 -18 -19 -20 20 24 -23 27 -25 -26 -27 -28 28 29 -31
leaf_value=1.7432102424272956e-05 0.00028425069087624879 -0.0021400537809655872 -9.7167738061827434e-05 4.4056800146385909e-05 -0.00017911566851203987 -0.00016536325012417308 -0.0010341840085607856 -7.2735167338606744e-05 2.7743405804940834e-05 -0.00089231626959215046 -0.00037703423290828651 0.00031200910110683821 2.0921468063050953e-06 -8.1521192677200821e-05 2.9133277214974385e-05 0.0015540677085946087 -5.4156460727838863e-05 0.0017008013517605036 0.006274053796235606 -2.647441545601481e-05 -0.00032671214165453933 0.0004972630196006378 -0.00032661185155482999 1.5870166201352731e-05 -0.00049342669961532698 0.00018006487526143645 1.7943089319985006e-05 0.00013541859845659588 -0.00022325069315883185 9.9689995548146725e-06
leaf_weight=100 73 35 69 140 33 73 32 133 161 26 61 53 283 117 118 32 193 45 32 64 77 36 59 58 83 121 31 199 47 334
leaf_count=100 73 35 69 140 33 73 32 133 161 26 61 53 283 117 118 32 193 45 32 64 77 36 59 58 83 121 31 199 47 334
internal_value=-0.000232956 0.00028 0.00205128 0.000318182 0.00166205 -0.00313636 -0.00613139 -0.000357143 0.00237805 0 -0.000610599 -0.000324392 0.00102564 0.000498084 0.00521368 0.00370861 -0.00183673 0.00325203 0.000882353 -0.00108844 -0.00280443 0.000720721 -0.00046814 -0.00384615 -0.00491228 0.00144578 -0.0021875 0.000215385 0.000619621 -0.000471204
internal_weight=2918 2489 652 429 360 429 136 1837 327 166 1725 1592 574 521 223 150 293 112 67 1018 260 100 758 119 160 404 63 639 580 381
internal_count=2918 2489 652 429 360 429 136 1837 327 166 1725 1592 574 521 223 150 293 112 67 1018 260 100 758 119 160 404 63 639 580 381
cat_boundaries=0 18 45 47 64 78 81 83 84 86 88 89 90 91
cat_threshold=147456 128 1073741824 524288 2 134225984 0 0 65536 0 0 2097152 128 0 67108864 32 1073741952 384 16 12 0 134217728 2147483648 0 262144 2147483648 1 32768 0 2048 0 512 0 4096 0 0 4096 8192 256 0 4194304 0 0 1073741824 68 17860896 32 268435457 1 0 2097152 0 0 0 8192 0 0 0 0 0 0 0 0 16 16 0 0 0 0 0 262144 0 0 0 0 2048 0 512 0 1024 524288 16820322 32 142 140576 32 36 2147483648 392 32768 36
is_linear=0
shrinkage=0.04


Tree=277
num_leaves=31
num_cat=11
split_feature=8 8 12 9 0 0 2 5 0 3 2 0 3 2 12 3 2 17 2 6 2 2 5 6 12 6 2 0 15 3
split_gain=2.36827 1.31458 1.30328 1.27663 1.21755 0.982682 1.38532 0.863946 0.813336 0.751415 0.661239 0.653583 0.600852 0.78742 0.568669 1.43054 1.23182 1.14186 1.09318 0.875333 1.16336 1.09887 0.859209 0.667389 0.628648 0.988121 1.8018 0.845 0.620918 0.557194
threshold=0 1 2 3 33.175000000000004 47.750000000000007 6.5000000000000009 3.5000000000000004 44.07500000000001 2018.5000000000002 542.50000000000011 22.250000000000004 1995.5000000000002 59.500000000000007 4 2003.5000000000002 11.500000000000002 5 14.500000000000002 6 6.5000000000000009 8.5000000000000018 1.5000000000000002 7 8 9 32.500000000000007 24.500000000000004 10 2007.5000000000002
decision_type=9 9 9 9 10 8 10 8 10 8 10 10 10 8 9 8 10 9 10 9 8 8 10 9 9 9 10 10 9 8
left_child=2 8 12 4 -3 10 -7 -4 9 -2 14 -11 13 -1 16 -16 19 -17 28 21 -21 -5 23 29 -20 27 -27 -26 -19 -18
right_child=1 3 7 5 -6 6 -8 -9 -10 11 -12 -13 -14 -15 15 17 22 18 24 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-2.1170760914799304e-05 -8.336891836012939e-05 -0.00018038290911448485 0.00011809451253803615 -1.2843496235532826e-05 -2.9839830981117643e-05 -4.5170352882060171e-05 0.00013507526160946525 8.1546473152300795e-05 -0.00035067860943009064 0.00057510746290081018 -0.00040438831318802217 -3.5786701184647995e-05 -0.00032150848086835991 3.6947850366786383e-05 0.00040822261232619894 0.00011420655168773664 0.0010301948803105886 -0.00012417057804782418 2.2514438650986792e-05 0.00022546745746950591 -0.00043124112546976789 0.00077122516659606794 0.0004402058070662207 -0.00042179005643767199 -3.0141385707338486e-08 -0.0027998827989141263 2.6740404980465373e-05 0.00027884724427870825 -2.5163800530236815e-06 -1.4478083128253161e-05
leaf_weight=117 90 41 50 115 104 40 56 149 25 26 62 211 43 26 57 138 26 123 123 67 66 110 27 249 160 36 74 39 119 400
leaf_count=117 90 41 50 115 104 40 56 149 25 26 62 211 43 26 57 138 26 123 123 67 66 110 27 249 160 36 74 39 119 400
internal_value=-0.000410774 -0.000847784 0.00247475 -0.000481498 -0.00397436 -0.000219256 0.00371134 0.00466667 -0.0030854 -0.00262195 -0.000411647 -0.00142857 0 0.00125 -0.000279793 0.000477273 -0.000896359 4.92005e-05 -0.000642336 0.00100279 -0.00152778 0.00245763 -0.00187767 -0.00215976 0.000554273 -0.0004375 -0.00330579 0.0012381 -0.00279835 -0.0010984
internal_weight=2969 2584 385 2232 145 2087 96 199 352 327 1991 237 186 143 1929 869 1060 812 674 358 133 225 702 675 432 309 110 199 242 426
internal_count=2969 2584 385 2232 145 2087 96 199 352 327 1991 237 186 143 1929 869 1060 812 674 358 133 225 702 675 432 309 110 199 242 426
cat_boundaries=0 20 49 51 53 55 56 57 58 60 61 62
cat_threshold=268435456 1050624 4 134217728 2147483648 0 262144 0 0 32768 0 2048 8192 1024 0 0 0 0 33558528 10240 1073741840 8 0 0 1073741824 1 0 2147483648 0 0 0 131072 2112 0 0 0 0 0 0 0 2147483648 0 0 8 0 16384 64 0 524288 65538 32 131329 16 83912738 32 24 202 74 33792 2 8 201326592
is_linear=0
shrinkage=0.04


Tree=278
num_leaves=31
num_cat=8
split_feature=7 8 2 14 3 1 2 4 7 3 13 9 2 0 0 2 1 2 8 4 9 2 2 2 4 3 3 3 0 4
split_gain=3.14585 1.84589 1.05857 1.73261 0.982685 0.912131 1.13632 0.739594 0.731709 2.59882 1.31713 1.11725 1.11669 0.96432 1.23087 0.788565 0.766585 0.812698 0.727426 0.694933 0.798632 0.682955 1.74631 1.26268 0.825421 0.678219 0.670426 0.635692 0.942866 0.784198
threshold=0 1 492.00000000000006 2 1995.5000000000002 5.5000000000000009 3.5000000000000004 16472860000.000002 3 2019.5000000000002 4 5 1.5000000000000002 39.07500000000001 32.500000000000007 99.000000000000014 5.5000000000000009 22.500000000000004 6 86.000000000000014 7 58.500000000000007 73.500000000000014 94.500000000000014 5039060000.000001 1991.5000000000002 1996.5000000000002 2017.5000000000002 16.750000000000004 6050.0000000000009
decision_type=9 9 10 9 10 8 10 10 9 8 9 9 10 10 10 10 10 10 9 10 9 10 10 10 8 10 10 8 10 8
left_child=4 5 3 -3 -1 18 -7 8 9 -5 13 15 -11 14 16 27 17 -10 -2 20 -15 24 -23 -24 -14 -8 -22 -12 -29 -30
right_child=1 2 -4 7 -6 6 25 -9 10 12 11 -13 21 19 -16 -17 -18 -19 -20 -21 26 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-9.3132455982498642e-05 7.5673016544897111e-06 0.00080080220461383085 -0.00037854824961719658 -0.00031504921690391543 -0.00086091259351093183 -0.00057255075701505124 4.6887072209536033e-05 -0.00083560262628125772 -0.00015425413018355983 -9.5647333441917226e-05 -0.00017479780472136498 0.00017655773045515135 -7.0559529657749924e-05 -0.00022280684101541937 -0.001272294372146945 6.0326927596001669e-05 -0.00045929996241618199 0.00039293694110700275 0.00013982673323546636 0.0011443263062061249 -4.415491042422559e-05 -0.00015854616276200773 0.0012678087526072801 -0.0001057405443776105 1.284151476983908e-05 -5.7315771306534202e-05 0.00012088127731114895 -0.00011407944085767952 -0.00080752271293462743 1.8096006276309141e-05
leaf_weight=294 139 115 73 50 55 31 76 28 34 79 97 182 40 108 29 44 32 44 158 59 199 57 25 48 408 25 92 36 27 263
leaf_count=294 139 115 73 50 55 31 76 28 34 79 97 182 40 108 29 44 32 44 158 59 199 57 25 48 408 25 92 36 27 263
internal_value=-0.000440977 4.59946e-05 -0.000431193 -0.000267048 -0.00394444 0.00240909 -0.000300752 -0.000552209 -0.000460594 -0.00147632 0.000127287 0.00136364 -0.000820669 -0.00121711 -0.00414286 0.000292887 -0.00216216 0 0.00369128 -0.000348584 -0.00095 -0.000207254 -0.00274809 0.00135135 0.000534521 0.00176471 0.000198675 -0.000235849 0.000611621 0.00137457
internal_weight=2947 2598 2169 2096 349 429 132 1981 1953 707 1246 649 657 597 139 467 110 78 297 458 399 578 130 73 448 101 291 423 326 290
internal_count=2947 2598 2169 2096 349 429 132 1981 1953 707 1246 649 657 597 139 467 110 78 297 458 399 578 130 73 448 101 291 423 326 290
cat_boundaries=0 18 44 45 62 63 65 88 90
cat_threshold=0 268435488 100663296 2621440 0 8256 33554432 541065216 0 0 8192 384 268435584 0 0 0 1073741952 256 268435472 2060 4 134217728 2147483648 0 0 2147483648 0 32768 0 0 0 1048576 0 0 0 0 0 10240 256 0 4194304 0 0 268435456 129 0 0 1048576 4 34 0 131072 268566528 0 134217760 32 0 0 0 0 32 4096 2 0 6320 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2048 256 0 4194304 0 16516
is_linear=0
shrinkage=0.04


Tree=279
num_leaves=31
num_cat=9
split_feature=7 12 8 12 2 2 2 2 13 8 0 2 2 6 4 4 17 2 12 4 2 2 2 1 0 2 4 2 2 1
split_gain=2.03849 2.70176 1.64471 1.12715 1.11995 1.02063 1.01634 1.68247 1.01797 1.18864 1.83288 1.58692 1.54339 0.99278 1.06018 1.09146 0.958588 0.828376 0.777008 0.689017 0.644345 0.617886 0.604191 0.59705 0.634013 0.580341 0.5106 0.96382 0.507326 1.11421
threshold=0 1 2 3 71.500000000000014 45.500000000000007 442.50000000000006 182.50000000000003 4 5 39.07500000000001 55.500000000000007 7.5000000000000009 6 1158870000.0000002 133.00000000000003 7 2.5000000000000004 8 45.000000000000007 49.500000000000007 24.500000000000004 455.00000000000006 1.5000000000000002 40.675000000000004 16.500000000000004 6050.0000000000009 12.500000000000002 50.500000000000007 4.5000000000000009
decision_type=9 9 9 9 10 8 10 10 9 9 10 10 8 9 10 10 9 10 9 10 10 10 10 10 10 10 8 8 10 10
left_child=1 4 -2 16 5 -1 7 8 9 11 21 -5 -12 14 15 23 -4 -3 25 -14 -20 -11 28 -10 -25 -19 -15 -28 -18 -30
right_child=2 17 3 6 -6 -7 -8 -9 13 10 12 -13 19 26 -16 -17 22 18 20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-3.9727111630618595e-05 -8.7734453855929927e-05 -1.2639666438367669e-05 -0.00022347631837504878 -1.0600772925144498e-05 -0.0001600450796824049 0.0012341172977214398 -0.00069193793534417126 0.00036290609507844352 -0.001084222679312461 -0.00015274125923788517 8.9154771560657765e-05 0.00010229806256329965 -0.00024964324075433809 0.0035678264538411496 0.00013958281346383218 -0.00066070573429293238 2.0991349592449637e-05 -1.2441473179762852e-05 9.2950622551555293e-05 -0.00072655946619370581 3.2234682447764841e-05 -0.00019782397304425104 0.00068283499041687178 3.9353226316762854e-06 -0.00038153267129597878 0.00018198957951774732 -0.00013696181832635547 8.7720260938013446e-05 -0.00032678378482344785 9.6271585955776118e-06
leaf_weight=146 220 50 105 151 35 27 57 33 40 49 120 34 204 26 33 25 597 55 116 49 47 32 30 193 36 79 44 120 33 139
leaf_count=146 220 50 105 151 35 27 57 33 40 49 120 34 204 26 33 25 597 55 116 49 47 32 30 193 36 79 44 120 33 139
internal_value=-0.000430622 0.00173145 -0.000940781 -0.000592318 -0.00182648 -0.000574713 -0.00136834 -0.00112605 -0.00138289 -0.00243077 -0.00352688 0.000306122 -0.00240642 -3.78788e-05 -0.00136095 -0.00216949 0.000480874 0.00385475 0.0047651 -0.00417323 0.00655172 -0.00902439 0.000962963 -0.00140741 -0.000608696 0.00193103 0.00218905 0.00145455 0.000753247 -0.00115607
internal_weight=2925 555 2370 2150 208 173 1246 1189 1156 639 454 185 373 517 327 294 904 347 297 253 163 81 799 269 229 134 190 164 769 172
internal_count=2925 555 2370 2150 208 173 1246 1189 1156 639 454 185 373 517 327 294 904 347 297 253 163 81 799 269 229 134 190 164 769 172
cat_boundaries=0 17 18 48 50 51 74 75 76 78
cat_threshold=268566530 0 8192 2097156 524322 66 0 8192 33619968 402661376 32768 64 0 268435456 67108864 0 128 17981792 268435456 10 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 64 0 524416 8192 18008096 32 10 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4096 0 0 0 0 128 0 16777216 156 8 2 32
is_linear=0
shrinkage=0.04


Tree=280
num_leaves=31
num_cat=12
split_feature=11 2 8 12 0 4 4 12 0 8 0 12 9 9 4 2 4 6 9 12 0 2 2 4 2 2 15 2 0 2
split_gain=2.28582 2.46667 1.99121 1.2681 1.71288 1.56457 1.12185 1.09714 1.6543 1.06817 2.11941 1.16826 1.00358 0.956679 0.979993 1.10379 0.892733 0.871713 0.928536 0.870807 1.31954 0.854198 1.30008 0.839049 0.795456 0.771584 0.766947 1.45503 1.20135 0.972851
threshold=0 24.500000000000004 1 2 42.250000000000007 12000.000000000002 1950.0000000000002 3 48.175000000000004 4 31.500000000000004 5 6 7 8048725000.000001 8.5000000000000018 22.000000000000004 8 9 10 22.750000000000004 13.500000000000002 16.500000000000004 1950.0000000000002 7.5000000000000009 17.500000000000004 11 39.500000000000007 18.500000000000004 66.500000000000014
decision_type=9 8 9 9 10 10 10 9 10 9 8 9 9 9 10 8 10 9 9 9 10 8 10 10 10 10 9 8 10 10
left_child=1 25 7 4 6 9 12 8 13 19 -11 17 26 14 15 -2 -14 18 21 -5 -21 -12 -23 24 -15 -1 29 -28 -29 -4
right_child=2 -3 3 5 -6 -7 -8 -9 -10 10 11 -13 16 23 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1.3153559311689378e-05 -0.00041154621315818928 -0.0001303841321925603 -3.5625366659886025e-05 3.5586404762746325e-05 -0.00017683768561347791 -0.00085904714595642418 0.00045489075801320668 7.1707692190621237e-05 5.7418236035147175e-05 -0.00017768976782825519 0.0010409500863337228 -0.00047351772793970072 0.00030849990251546444 0.0017945197982371043 -0.00093895300616516416 4.4114868012101742e-06 -8.9655777756760818e-05 4.1099763141048131e-05 -0.00038501178760846243 1.3252551015128234e-05 -0.00025162508087589686 -0.0012471620730793022 5.7226826074838753e-05 0.0010989772848748202 -0.00035114911690300234 0.00017165513186206738 0.00015153197426794662 -0.00018332594720831707 0.00063539208440872136 2.3767994220378342e-05
leaf_weight=162 35 206 275 104 105 36 29 260 28 95 37 206 189 31 26 186 27 191 107 144 29 28 52 29 46 44 98 51 41 66
leaf_count=162 35 206 275 104 105 36 29 260 28 95 37 206 189 31 26 186 27 191 107 144 29 28 52 29 46 44 98 51 41 66
internal_value=-0.000492578 -0.00321513 -3.9032e-05 -0.000687142 0.000426009 -0.00163462 0.00108108 0.00187117 0.000459184 -0.00134809 -0.0021458 -0.00131833 0.000775401 -0.000282486 -0.00162791 -0.000810811 0.00299559 -4.69484e-05 -0.00170213 0.000763889 -0.000978261 0.00078125 -0.00148148 0.00273504 0.000769231 -0.000193237 -0.000184502 0.00179104 -0.00172043 -0.00130682
internal_weight=2963 412 2551 1910 881 1029 776 641 381 993 716 621 747 353 247 221 216 415 224 277 173 117 80 106 77 206 531 190 92 341
internal_count=2963 412 2551 1910 881 1029 776 641 381 993 716 621 747 353 247 221 216 415 224 277 173 117 80 106 77 206 531 190 92 341
cat_boundaries=0 2 32 34 36 59 60 62 64 65 67 68 69
cat_threshold=49154 525856 268435456 2052 4 134217728 0 0 262144 0 1 32768 0 2052 8192 1049088 0 4096 0 0 0 0 256 0 0 0 0 16384 0 0 524288 4096 115008 32 1131586 32 0 8 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 68296706 0 2068 131072 14336 78 0 2080 132130 68157440
is_linear=0
shrinkage=0.04


Tree=281
num_leaves=31
num_cat=18
split_feature=7 7 8 12 4 3 8 12 3 8 12 6 12 13 16 16 1 15 1 3 1 9 12 13 6 3 3 3 3 4
split_gain=3.18853 1.96153 1.68924 1.70339 1.14593 1.0673 1.05896 1.66061 1.01501 0.895537 1.56808 1.33081 0.983677 0.816644 1.82192 1.76174 0.785687 0.783637 0.779938 0.722623 0.700835 0.668829 0.699272 1.22161 1.14478 0.658867 0.494393 0.48 0.468534 0.454633
threshold=0 1 2 3 775.00000000000011 1999.5000000000002 4 5 2000.5000000000002 6 7 8 9 10 11 12 5.5000000000000009 13 5.5000000000000009 2002.5000000000002 1.5000000000000002 14 15 16 17 2011.5000000000002 2006.5000000000002 2018.5000000000002 2018.5000000000002 5828530000.000001
decision_type=9 9 9 9 10 8 9 9 10 9 9 9 9 9 1 1 8 9 10 8 10 9 9 9 9 8 10 8 8 10
left_child=5 17 3 16 9 -1 -7 8 -8 10 -4 25 13 14 27 -15 -3 26 -5 -14 -21 -22 23 -23 28 -11 -2 -13 -24 -6
right_child=1 2 4 18 29 6 7 -9 -10 11 -12 12 19 15 -16 -17 -18 -19 -20 20 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011691255184111071 -0.00039848112372563803 -0.00018825333968333524 0.00010868318740882899 -3.5513551493195909e-05 9.5596634244046183e-05 -3.6731353067125386e-05 -0.00014936792420055411 0.00031379448395753686 2.5797738693142947e-05 -0.0006003419108758834 -2.6598459130298124e-05 -0.00022691148452963717 0.0012908998884408262 0.00012974984006447699 -5.4659638568210765e-06 -3.474257356501198e-05 -0.00074833767101910808 -0.00015805724446185109 2.8917119067415342e-05 0.00078241604852195227 8.6135996917668941e-05 -3.0546192189433444e-05 -0.00013027979395211276 5.2934316640893544e-05 -5.033134542181017e-05 -7.8428804114913925e-05 -0.00030330107300425625 -0.00094812636599101558 7.6833730347658505e-05 -0.00030639817880693697
leaf_weight=27 78 80 127 150 147 105 72 208 29 68 139 26 48 65 107 45 28 116 25 67 100 177 32 178 295 226 28 48 79 48
leaf_count=27 78 80 127 150 147 105 72 208 29 68 139 26 48 65 107 45 28 116 25 67 100 177 32 178 295 226 28 48 79 48
internal_value=-0.00057932 -0.00112687 -0.000768566 -0.00360544 -0.000354156 0.00252212 0.00308434 0.0041875 -0.000178571 -0.000667396 0.00144404 -0.00103053 -0.000453834 -0.00245033 -0.0040625 0.000330579 -0.00739496 -0.00463519 -0.000967742 0.000162107 -8.61141e-05 -0.000394432 -0.000803109 0.000491803 -0.00191847 -0.00340984 -0.00717949 -0.00906667 0.00147541 0.00255102
internal_weight=2968 2527 2305 283 2022 441 414 309 101 1827 266 1561 1267 291 181 110 108 222 175 976 928 861 761 355 406 294 106 74 111 195
internal_count=2968 2527 2305 283 2022 441 414 309 101 1827 266 1561 1267 291 181 110 108 222 175 976 928 861 761 355 406 294 106 74 111 195
cat_boundaries=0 18 34 64 66 89 90 109 110 111 113 114 115 116 117 119 121 122 123
cat_threshold=268435457 128 1073750016 4 2 134217730 0 268443648 0 48 32800 0 16 268435456 0 0 1073741824 128 131072 32 536870912 2621952 524288 8256 33554432 4194304 0 134217728 0 128 268435456 0 0 32 1342177280 2048 4 0 65536 0 0 0 0 0 0 2048 8256 1048576 0 0 0 0 0 0 2147483776 0 0 8 0 0 0 0 524288 12288 32802 32 0 4 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 0 0 16777216 68355104 0 12 0 0 0 1 262144 2147483648 1 32768 0 0 2048 0 0 4096 0 0 4096 163874 384 67321856 2 10 2 2 67108864 1 16384 1058880 32 2 68
is_linear=0
shrinkage=0.04


Tree=282
num_leaves=31
num_cat=9
split_feature=7 2 12 0 7 2 2 6 3 12 6 13 0 2 2 0 4 12 0 4 6 2 0 2 2 2 3 4 2 2
split_gain=3.15356 1.75796 1.78191 1.65501 1.32129 1.25641 3.10136 2.15238 1.57862 1.22657 1.23934 1.65796 1.1601 1.10194 0.976143 1.54945 1.88285 1.09913 1.13561 0.994689 0.967066 1.27752 0.956685 0.930592 0.994171 1.18173 1.00552 1.1736 0.920028 0.918939
threshold=0 42.500000000000007 1 43.675000000000004 2 58.500000000000007 66.500000000000014 3 2004.5000000000002 4 5 6 12.250000000000002 10.500000000000002 11.500000000000002 35.850000000000009 267495000.00000003 7 35.850000000000009 7470085000.000001 8 45.500000000000007 42.710000000000008 54.500000000000007 70.500000000000014 81.500000000000014 2002.5000000000002 52809240000.000008 32.500000000000007 1.5000000000000002
decision_type=9 10 9 10 9 10 10 9 8 9 9 9 10 10 10 10 8 9 10 8 9 10 10 10 10 10 8 8 10 10
left_child=20 4 5 23 -2 -3 -7 8 -8 12 14 13 -6 -12 15 -11 -17 18 -16 -19 21 22 -1 -4 -25 -26 -27 -28 -21 -18
right_child=1 2 3 -5 9 6 7 -9 -10 10 11 -13 -14 -15 17 16 29 19 -20 28 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.00022813786561918904 -2.4738716746490751e-05 0.00024827649648599958 -0.00058483412753208342 4.4053212454642224e-05 0.0022307782592766046 -0.00019518160579991674 0.00014675721246245387 3.8813008415843342e-05 -0.00033247916016399871 1.6468333958385984e-06 -0.0001595928474290176 9.7054179026940797e-05 -2.3860463789020513e-05 5.36074348300275e-06 0.00022998695548466231 -0.00065274962551669096 0.00022333511282432995 7.9080893458147725e-05 2.4720168763217031e-05 -0.00013530087303138317 1.4042837365693117e-05 0.0018241837195709821 -5.891811501783195e-05 2.8957363027899419e-05 -0.00022785512697140575 5.1571530274934218e-05 3.2161565364248194e-05 -0.0002602306891721895 3.813467264272674e-05 0.0013656436261031502
leaf_weight=74 220 77 68 41 33 31 26 192 101 90 114 145 604 112 55 25 74 30 70 97 161 39 45 56 29 30 25 110 29 103
leaf_count=74 220 77 68 41 33 31 26 192 101 90 114 145 604 112 55 25 74 30 70 97 161 39 45 56 29 30 25 110 29 103
internal_value=1.37599e-05 -0.000454196 -0.00203304 -0.00405405 0.000233074 -0.000228311 -0.00125356 -6.25e-05 -0.00391304 0.000640704 0.00154974 -0.00026178 -0.000709877 -0.00236287 0.00270548 0.0043686 0.00630542 0.00106383 0.00367647 -0.0011976 0.00369697 0.00591716 0.00416667 -0.00514107 -0.00398406 -0.00533333 -0.0039759 -0.00544118 -0.00283465 0.00775281
internal_weight=2906 2587 786 359 1801 427 350 319 127 1581 944 371 637 226 573 292 202 281 125 156 319 158 119 318 250 194 165 135 126 177
internal_count=2906 2587 786 359 1801 427 350 319 127 1581 944 371 637 226 573 292 202 281 125 156 319 158 119 318 250 194 165 135 126 177
cat_boundaries=0 17 19 36 37 39 40 41 42 43
cat_threshold=268435458 1 33554432 8704 2 2 0 8192 0 8192 32768 320 0 0 0 32 4224 16821568 32 0 0 67108864 2052 65536 0 33554432 536870912 33554432 32 8224 0 0 0 0 0 1073741824 274 83930112 34 204 10 1114208 146
is_linear=0
shrinkage=0.04


Tree=283
num_leaves=31
num_cat=14
split_feature=7 8 1 12 8 12 1 11 2 7 2 2 2 2 15 12 1 2 2 10 2 2 2 12 6 11 2 2 12 2
split_gain=2.99776 1.8623 2.70614 1.55215 1.28155 1.49796 1.02446 0.819674 1.38365 1.24089 1.02579 0.89127 0.778403 0.772783 0.732311 2.43097 0.830782 0.635765 0.785376 0.607121 0.922987 1.58544 0.735116 0.6031 0.847194 0.696073 1.08979 0.884824 1.03548 0.549448
threshold=0 1 5.5000000000000009 2 3 4 5.5000000000000009 5 24.500000000000004 6 9.5000000000000018 73.500000000000014 70.500000000000014 10.500000000000002 7 8 4.5000000000000009 49.500000000000007 22.500000000000004 9 416.00000000000006 151.50000000000003 8.5000000000000018 10 11 12 75.500000000000014 78.500000000000014 13 4.5000000000000009
decision_type=9 9 10 9 9 9 8 9 10 9 10 10 8 8 9 9 10 10 10 9 10 10 10 9 9 9 8 10 9 10
left_child=3 2 -2 6 5 -3 12 8 10 17 -6 -10 -1 -5 15 -11 -17 18 -9 22 21 23 -16 29 -25 27 -27 28 -26 -21
right_child=1 4 -4 13 7 -7 -8 9 11 14 -12 -13 -14 -15 19 16 -18 -19 -20 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00013748400447919807 9.8017529286487109e-05 -0.00022241814297139229 -0.00033743382487600116 0.00021901235099441863 -9.7478085440769752e-05 -4.0358305290766341e-06 -0.00039278541199987415 -0.00052161716779053791 -0.00082705185153230331 -1.7707560091153597e-05 3.5798015154533402e-05 -2.5764301073500917e-05 -1.1045049736111424e-05 0.00020863454331575328 -1.2470126869459363e-05 0.0025623136027380865 3.5782718177657105e-05 -0.00014455229390502921 0.00043851043758504462 -0.00016250500307339878 0.00072780836730096615 -0.00048458908142279711 0.00044872138891498991 -6.0459545299700324e-05 3.5820518815441461e-05 0.00019713249775918484 2.4237496039347661e-05 6.3185498110591713e-05 -2.8830591902249124e-05 -2.8432138045246802e-05
leaf_weight=96 188 110 37 61 53 123 58 45 63 209 76 66 35 158 57 29 137 34 26 62 27 29 65 404 129 51 65 44 224 187
leaf_count=96 188 110 37 61 53 123 58 45 63 209 76 66 35 158 57 29 137 34 26 62 27 29 65 404 129 51 65 44 224 187
internal_value=-8.13835e-05 -0.000595845 0.00279661 0.00305489 -0.000937231 -0.00368852 0.0003 -0.000611562 -0.00267658 -0.000305177 0.000153846 -0.00569231 0.00227273 0.00530435 -3.46821e-05 0.00150259 0.00497175 -0.00431034 -0.0025 -0.000472325 -0.000746148 -0.000919732 0.00210526 -0.000685518 -0.000193966 0.000877863 0.00346457 4.90196e-05 -0.000621469 -0.00238462
internal_weight=2948 2540 225 408 2315 233 189 2082 258 1824 129 129 131 219 1719 375 166 105 71 1344 1222 1195 122 1166 917 513 116 397 353 249
internal_count=2948 2540 225 408 2315 233 189 2082 258 1824 129 129 131 219 1719 375 166 105 71 1344 1222 1195 122 1166 917 513 116 397 353 249
cat_boundaries=0 17 43 44 71 72 75 85 86 88 89 91 92 93 95
cat_threshold=268435459 0 603987968 2097664 0 0 4194304 8192 33554432 268443664 32768 320 0 0 0 0 4112 1342177280 2 0 0 1073741824 0 0 0 0 0 0 2052 0 0 0 0 0 0 0 0 256 0 0 0 0 268435456 1180770 0 0 4 0 2147483648 1 0 2147483648 0 0 0 0 2112 1048576 0 0 0 0 0 2048 2147483648 0 4194304 0 0 0 68 67118402 67158016 66560 4096 131072 0 1048576 0 0 134217728 0 0 2048 134217728 2284322816 92448 32 33 17844480 2 198 36 67248160 32
is_linear=0
shrinkage=0.04


Tree=284
num_leaves=31
num_cat=12
split_feature=7 7 5 12 6 11 12 2 3 12 3 13 6 3 7 2 2 5 2 2 3 12 2 6 2 2 2 2 2 2
split_gain=3.14572 1.97469 1.20052 1.13984 1.06242 1.00797 1.17457 0.979986 0.92032 0.850033 1.41105 0.825287 0.893938 1.38359 0.836894 1.19362 0.792972 0.769695 0.817276 0.746193 0.730705 1.01177 1.46873 1.40781 1.11758 1.01733 1.16604 1.30411 1.00607 0.879014
threshold=0 1 1.5000000000000002 2 3 4 5 6.5000000000000009 2008.5000000000002 6 2006.5000000000002 7 8 2022.5000000000002 9 15.500000000000002 73.500000000000014 10.500000000000002 144.50000000000003 36.500000000000007 2019.5000000000002 10 19.500000000000004 11 53.500000000000007 30.500000000000004 24.500000000000004 15.500000000000002 19.500000000000004 136.50000000000003
decision_type=9 9 10 9 9 9 9 8 8 9 10 9 9 8 9 10 10 8 8 10 10 9 8 9 10 8 10 10 10 10
left_child=3 9 5 7 -5 6 -3 -1 -7 -2 17 12 13 -10 15 -13 19 -11 -19 -8 21 22 -16 28 25 26 27 -25 -23 -26
right_child=1 2 -4 4 -6 8 16 -9 11 10 -12 14 -14 -15 20 -17 -18 18 -20 -21 -22 23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=4.2772224911402643e-06 0.00016618420840991633 2.7174950717068213e-06 -6.2498223035554188e-05 -9.7942501677934497e-05 7.7753773097555262e-06 -7.0448002488561197e-05 -2.7829724019099446e-05 -0.00010295250251555643 -0.00099123927047635625 0.00020368657449438388 -3.0312154554792416e-05 -7.9915664181484652e-06 6.3700639640913441e-05 3.3469366796623491e-05 2.6393997251901168e-05 -0.0012243789160134356 5.8850540700028378e-05 9.9959754144052236e-06 0.0002427863592779289 -0.00048282590495141164 -0.00014081690673599213 -9.7137222721883635e-05 -0.00037104052175607194 6.279816275160499e-05 -0.00046688779415362093 0.00092231946880126257 -0.00023611398249308025 0.00044147370875151636 0.00065493494097498936 0.00075653357017536394
leaf_weight=51 107 228 116 107 241 148 83 260 32 51 49 74 230 122 112 29 30 128 27 45 37 107 131 156 30 100 27 41 42 37
leaf_count=51 107 228 116 107 241 148 83 260 32 51 49 74 230 122 112 29 30 128 27 45 37 107 131 156 30 100 27 41 42 37
internal_value=-0.000362538 0.000334764 -0.000172764 -0.00277612 -0.00111421 7.60043e-05 -0.00171285 -0.00453416 0.000559345 0.00300268 0.00157895 0.000902141 0.00243038 0 0.000235546 -0.00298246 -0.00426036 0.00309179 0.00166667 -0.00589147 0.000673887 0.000943878 -0.0011811 0.00188748 0.00313433 0.00418462 0.00266667 0.00373737 -0.001375 -0.00147059
internal_weight=2978 2319 1957 659 348 1841 386 311 1455 362 255 1307 384 154 923 103 158 206 155 128 820 783 243 540 391 324 224 197 149 67
internal_count=2978 2319 1957 659 348 1841 386 311 1455 362 255 1307 384 154 923 103 158 206 155 128 820 783 243 540 391 324 224 197 149 67
cat_boundaries=0 18 35 37 38 40 42 43 44 45 63 64 65
cat_threshold=0 268435584 605028352 2621440 589824 134217792 33554432 4325376 33554432 0 32800 0 268435456 0 0 32 1073741824 768 268435456 1 33562624 4 0 8192 0 8192 2048 134217728 8192 256 67108880 268435456 0 0 128 83953666 32 262 2147500064 1024 67192898 32 16810080 4 148 1 0 0 0 0 0 0 0 65536 0 0 128 128 0 0 0 0 128 84107296 20
is_linear=0
shrinkage=0.04


Tree=285
num_leaves=31
num_cat=9
split_feature=7 11 9 2 7 2 9 0 2 2 0 2 2 2 0 6 10 11 2 2 3 2 4 4 2 11 1 3 0 2
split_gain=3.15275 1.78343 1.82326 1.48335 1.18584 1.82061 0.965811 1.59168 0.925747 0.883117 0.962965 0.842483 2.74901 1.22619 0.762747 0.757925 0.74444 0.903042 0.864073 1.00964 0.835905 0.750775 0.718257 0.890004 0.699645 0.668355 1.55107 0.74479 0.608995 0.608251
threshold=0 1 2 9.5000000000000018 3 40.500000000000007 4 40.675000000000004 55.500000000000007 44.500000000000007 31.500000000000004 50.500000000000007 99.000000000000014 41.500000000000007 18.500000000000004 5 6 7 199.50000000000003 30.500000000000004 2020.5000000000002 12.500000000000002 3146480000.0000005 3890.0000000000005 86.500000000000014 8 5.5000000000000009 2017.5000000000002 39.07500000000001 1.5000000000000002
decision_type=9 9 9 10 9 10 9 8 10 10 10 10 10 10 10 9 9 9 8 10 8 10 10 10 10 9 8 8 10 8
left_child=1 9 3 -3 5 25 7 15 -7 10 -1 13 -13 -4 -10 -6 18 20 19 21 -18 -8 23 29 -17 27 -27 -2 -14 -19
right_child=4 2 11 -5 6 8 16 -9 14 -11 -12 12 28 -15 -16 24 17 22 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.8447395073195594e-06 0.00067560461571389394 -0.0031261705387912288 0.00012602438076200428 2.6982289025276884e-05 0.0005300587445004368 -0.00037427253981654475 -6.5327264725176804e-05 -8.0465704679184575e-05 -4.3792057105207509e-05 2.0749592351982925e-05 -0.00022891380350195334 -0.00022733012358134631 1.5995150717884598e-06 0.0024133748595318852 -0.00012162313233559985 -1.2018485797185008e-05 -0.00016415499701111002 -0.00027949404837407599 -0.00090817161942815974 0.0014934724855494609 -2.6101498206827501e-05 -0.00019795922534164846 -0.00051583760892832237 0.00017412585268623105 0.0011456280710712718 -3.8877418424760891e-05 9.0845007434339211e-05 -4.6127552626522574e-05 0.0030537788905830253 -8.6320218891700061e-06
leaf_weight=93 25 25 259 80 103 40 52 59 63 76 39 42 26 27 60 195 43 41 67 27 93 32 30 46 39 143 61 96 42 943
leaf_count=93 25 25 259 80 103 40 52 59 63 76 39 42 26 27 60 195 43 41 67 27 93 32 30 46 39 143 61 96 42 943
internal_value=-0.000505391 0.00180556 0.00308594 -0.00155172 -0.00123402 -0.00296593 -0.000741157 0.000982801 -0.00646341 -0.00127854 -0.00330827 0.00432432 0.00144144 0.00557491 -0.00467742 0.00207101 -0.00124188 -0.00086164 -0.00359788 -0.00160714 -0.00380952 -0.00376471 -0.000448179 -0.000271581 0.000653061 -0.00128834 0.000186047 -0.00348485 0.00637681 -0.000527919
internal_weight=2967 709 501 105 2258 488 1770 396 163 208 132 396 110 286 123 337 1374 1196 178 111 136 84 1060 1030 234 325 204 121 68 984
internal_count=2967 709 501 105 2258 488 1770 396 163 208 132 396 110 286 123 337 1374 1196 178 111 136 84 1060 1030 234 325 204 121 68 984
cat_boundaries=0 18 20 22 40 42 43 44 46 49
cat_threshold=268435456 1 67117056 10756 524320 8194 0 536879104 33622016 134217776 0 256 16 0 0 32 0 128 16416 2147484160 0 8324 2 0 1073741824 524288 2 64 33554432 4325376 0 0 32 64 128 268435456 0 0 1073741824 256 0 4272 90 17 49152 1024 4 0 524288
is_linear=0
shrinkage=0.04


Tree=286
num_leaves=31
num_cat=13
split_feature=7 7 8 12 4 12 2 12 4 13 1 2 2 4 4 13 1 9 8 2 4 4 2 12 7 2 13 3 2 1
split_gain=3.03334 1.3837 1.0957 1.76886 1.06824 0.93466 1.09505 0.931697 1.16512 1.43742 1.20607 1.17652 1.87214 0.864121 0.857089 1.36267 1.90445 1.23355 1.31853 1.36877 1.14669 0.842532 0.793979 0.748521 0.664241 0.862657 0.704185 0.821795 0.672321 0.619199
threshold=0 1 2 3 5368.5000000000009 4 11.500000000000002 5 1074820000.0000002 6 3.5000000000000004 13.500000000000002 33.500000000000007 520.00000000000011 4683340000.000001 7 5.5000000000000009 8 9 103.50000000000001 133.00000000000003 3550.0000000000005 14.500000000000002 10 11 2.5000000000000004 12 2010.5000000000002 18.500000000000004 4.5000000000000009
decision_type=9 9 9 9 8 9 10 9 10 9 8 8 8 8 10 9 8 9 9 10 10 10 10 9 9 10 9 8 10 10
left_child=5 4 3 -3 -2 6 -1 14 9 10 -9 -11 -13 -12 15 16 23 -17 -19 20 -20 -22 -5 -4 28 -26 27 -27 -15 -6
right_child=1 2 7 22 29 -7 -8 8 -10 11 13 12 -14 24 -16 17 -18 18 19 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=9.1209850459961218e-07 5.8372316858346096e-05 -0.00047786657170480141 -0.00021631995209094867 -3.7862448937175945e-05 0.00037104740787700761 1.5046795698232529e-05 0.00015881069613215006 0.0017999908236544116 0.00021180918765352887 6.6982621733160388e-05 -9.4367056881274891e-05 -0.00088239897397322407 -0.00010037861086352962 -5.5818022296207916e-05 -9.0324092218665441e-05 0.0013080014667610129 -0.00034702480472830643 0.00032060307967562095 -5.2145477181682056e-05 0.0011047855454859956 -0.0011912756612069586 -8.4869624491759062e-05 3.5533994486343088e-05 2.7565136549156934e-06 0.00017411515368110031 0.0016259953669842987 -2.8234060656018303e-06 1.1814188049648067e-05 9.2105592813496175e-06 -0.00015217122934565452
leaf_weight=45 40 102 142 48 34 246 75 33 34 31 26 33 118 30 61 121 52 102 478 51 27 27 61 133 37 28 209 156 78 295
leaf_count=45 40 102 142 48 34 246 75 33 34 31 26 33 118 30 61 121 52 102 478 51 27 27 61 133 37 28 209 156 78 295
internal_value=-0.000385917 -0.0008699 -0.000484522 -0.00315315 -0.00310526 0.00297082 0.00580153 -0.000188305 0.000849515 0.000538462 0.00148026 -0.00248705 -0.00407895 0.00106195 -0.000896266 -0.000652557 -0.00278107 0.000244798 -0.000431034 -0.00117845 -0.00180113 -0.00727273 0.0005 -0.00152174 0.00141002 0.00208617 0.0015736 0.00328205 -0.00134454 -0.00393939
internal_weight=2953 2587 2218 211 369 366 120 2007 813 779 597 182 151 564 1194 1133 327 806 685 583 532 54 109 275 538 430 393 184 108 329
internal_count=2953 2587 2218 211 369 366 120 2007 813 779 597 182 151 564 1194 1133 327 806 685 583 532 54 109 275 538 430 393 184 108 329
cat_boundaries=0 18 36 66 67 69 71 72 73 75 96 97 104 105
cat_threshold=0 0 1610620928 2099204 32 8194 0 536879104 0 16 40960 0 0 0 67108864 32 1073741824 128 147458 129 33554432 786432 0 134217728 0 0 33556480 134217728 0 0 8388736 0 0 0 128 256 268435456 0 4 0 65536 0 262144 2147483648 0 0 0 0 8192 0 0 0 0 0 0 2048 0 0 0 8 0 16384 0 0 0 8192 65602 1130560 32 49506 32 6 4 0 180 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 4096 0 0 4096 0 128 32770 0 0 67108864 0 0 0 131072 4
is_linear=0
shrinkage=0.04


Tree=287
num_leaves=31
num_cat=16
split_feature=7 8 12 0 10 11 7 8 11 3 17 1 3 17 5 3 6 13 12 0 5 3 8 3 12 0 12 1 0 0
split_gain=3.00154 2.01196 1.26695 1.30999 1.36298 1.35494 1.68171 1.12666 1.2631 0.971966 0.95132 1.13657 1.12432 0.916861 1.3443 1.07473 1.06991 0.893915 1.77205 1.64256 0.883195 0.849683 0.797026 0.966749 0.756369 0.729346 0.643126 0.668046 0.658739 0.638899
threshold=0 1 2 14.500000000000002 3 4 5 6 7 2005.5000000000002 8 5.5000000000000009 2016.5000000000002 9 4.5000000000000009 2012.5000000000002 10 11 12 39.07500000000001 1.0000000180025095e-35 2001.5000000000002 13 2022.5000000000002 14 43.675000000000004 15 4.5000000000000009 42.710000000000008 33.175000000000004
decision_type=9 9 9 10 9 9 9 9 9 8 9 8 10 9 8 8 9 9 9 10 10 10 9 8 9 10 9 10 10 10
left_child=21 17 7 -4 -5 9 -7 20 -9 -6 11 -10 -12 14 -8 -15 -17 19 25 -2 -3 26 24 -24 -18 -19 28 -28 -1 -25
right_child=1 2 3 4 5 6 13 8 10 -11 12 -13 -14 15 -16 16 22 18 -20 -21 -22 -23 23 29 -26 -27 27 -29 -30 -31
leaf_value=2.5269789191639801e-05 -0.00012893716728893168 9.7691833802713299e-05 -0.00020396679143377838 -0.00015911099496719318 2.2610494888652965e-05 -0.00011980430063182723 -0.00049063780529372996 0.00034362628331152222 6.1481191678325328e-06 -0.00010655285666754111 -3.0118847833193742e-05 0.00023895644022790209 0.001875839523210594 -0.00028510758392151557 0.00068745656813259612 0.00041941701622079109 -1.5352234432128852e-05 2.7362316871801794e-05 -0.00021318770351420825 3.2733235268587178e-05 -1.9968543072117484e-05 7.3407479756291142e-05 0.00015370689611749811 -0.00013231597251497362 3.9541882544078535e-05 -0.00064494042657017305 -6.6434638971024645e-05 0.00029403994191635975 -0.00041717837418040913 -8.959041701821491e-05
leaf_weight=124 42 83 90 122 25 106 30 111 80 84 567 34 30 71 82 135 107 99 140 118 26 104 25 36 120 25 28 108 43 144
leaf_count=124 42 83 90 122 25 106 30 111 80 84 567 34 30 71 82 135 107 99 140 118 26 104 25 36 120 25 28 108 43 144
internal_value=-0.00022449 -0.000739284 -0.000226522 -0.00109428 -0.000716912 -0.000184426 0.000369089 0.000870488 0.000336134 -0.00416667 -0.000304709 0.00288 -0.000953947 0.00105125 0.00422764 0.000431433 0.00102113 -0.00321839 -0.00465455 -0.000701754 0.0045 0.00291866 0 -0.00175926 0.00159664 -0.000888889 0.00190789 0.00380952 0.00011236 -0.00287293
internal_weight=2939 2532 2108 1177 1087 965 856 931 822 109 711 114 597 750 112 638 567 424 264 160 109 407 432 205 227 124 303 136 167 180
internal_count=2939 2532 2108 1177 1087 965 856 931 822 109 711 114 597 750 112 638 567 424 264 160 109 407 432 205 227 124 303 136 167 180
cat_boundaries=0 17 44 45 46 48 65 95 97 98 99 100 101 103 126 128 129
cat_threshold=268566530 1 1610620928 535044 524320 8194 0 8192 0 0 8192 0 67108864 0 0 0 16 1342177296 8 4 0 0 1 0 0 0 0 0 2048 10240 512 0 0 0 0 0 2048 2147483648 0 4194304 0 0 1073758208 68 17926464 17 49152 1024 0 0 67108864 0 0 0 0 0 2048 8224 0 0 0 0 0 0 1073745920 0 4 0 0 0 0 0 0 0 0 0 131076 0 0 0 0 0 0 33558528 0 0 0 0 0 0 0 0 0 0 4096 49152 2147484672 9 38 196 4 40962 32 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4096 0 0 0 0 128 0 16777216 67117056 32 16811298
is_linear=0
shrinkage=0.04


Tree=288
num_leaves=31
num_cat=12
split_feature=8 7 12 1 3 3 12 2 4 4 2 2 2 7 9 12 2 12 2 6 2 2 9 2 12 2 2 12 2 2
split_gain=2.55774 2.57797 2.26974 2.82306 1.71002 1.17463 1.12309 1.88199 1.27927 1.35331 1.38937 2.18259 1.21682 1.18633 1.18153 1.17976 1.12972 0.840568 0.830984 0.830878 0.675647 0.673012 0.663662 1.04029 0.796909 0.68459 0.964033 0.62985 0.62676 0.7094
threshold=0 1 2 5.5000000000000009 2014.5000000000002 2021.5000000000002 3 69.500000000000014 5157000000.000001 1732015000.0000002 27.500000000000004 108.50000000000001 99.000000000000014 4 5 6 199.50000000000003 7 1.5000000000000002 8 45.500000000000007 8.5000000000000018 9 20.500000000000004 10 27.500000000000004 8.5000000000000018 11 69.500000000000014 20.500000000000004
decision_type=9 9 9 8 10 8 9 10 8 10 8 10 10 9 9 9 10 9 8 9 8 10 9 10 9 10 8 9 10 8
left_child=2 5 3 28 -4 -2 7 22 9 10 21 20 -9 17 15 -15 18 -10 -16 -20 -12 -8 24 -24 25 26 -3 -7 29 -1
right_child=1 6 4 -5 -6 27 8 12 13 -11 11 -13 -14 14 16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.9686073355891266e-06 -0.00024867859384912093 6.5415271652611291e-05 0.00010542259133913489 -0.000100808122328786 -4.3191959077368833e-05 -0.00019918768507647401 0.00033782637745684242 -0.00034744414069358241 0.00013570755875878861 0.00052449429388339301 -0.00013895124131565239 0.00078325755494137897 -6.525046581195681e-05 -5.6935129985546953e-06 -0.00050354674496940529 -0.00036509410926591104 -0.00045718397873521609 2.9877370554487471e-06 0.00054399145837223271 -1.0313599354105918e-06 -0.00065190892003855086 0.00079373134643375917 -0.00015216527124891854 3.9995451272361038e-05 5.8982882807825376e-05 9.9832565056701122e-06 -0.00021247091276642039 -5.6558309354208804e-05 -4.3254638759151478e-05 0.00049801700139624923
leaf_weight=27 36 28 219 44 26 136 54 29 110 31 27 30 52 124 32 121 49 193 109 783 28 56 73 28 155 26 47 172 27 25
leaf_count=27 36 28 219 44 26 136 54 29 110 31 27 30 52 124 32 121 49 193 109 783 28 56 73 28 155 26 47 172 27 25
internal_value=-0.000324362 -0.000779528 0.00274406 -0.00164179 0.00492188 -0.00394366 -0.000264117 -0.002049 0.000193402 0.00299559 0.00173469 -0.00209302 -0.00756098 -0.00022339 -0.000781123 -0.00320313 -0.000142276 0.00197452 0.000172973 0.000403135 -0.00678571 0.00468468 -0.000837989 -0.00339286 0.000299625 -0.00232143 -0.00447368 -0.00323625 0.00275 0.00528302
internal_weight=2897 2529 368 123 245 344 2185 438 1747 226 195 85 81 1521 1218 245 973 303 924 892 55 110 357 101 256 101 75 308 79 52
internal_count=2897 2529 368 123 245 344 2185 438 1747 226 195 85 81 1521 1218 245 973 303 924 892 55 110 357 101 256 101 75 308 79 52
cat_boundaries=0 24 42 44 46 55 57 58 59 60 62 64 65
cat_threshold=16 2060 0 134217728 2147549184 0 0 0 0 32768 0 2052 0 0 268435456 0 0 0 0 0 0 0 4194304 8 0 16 605028352 2621444 0 0 0 268435456 0 134225920 8224 128 128 268435456 0 0 1073741824 128 82016 32 85065760 2 0 1 1073741824 2048 0 0 131072 536870912 33556480 131073 4228 73986 114752 2 0 6148 83886080 2 1117250
is_linear=0
shrinkage=0.04


Tree=289
num_leaves=31
num_cat=8
split_feature=8 8 5 3 4 0 5 4 4 2 0 12 8 0 12 6 2 3 2 3 2 0 2 0 2 15 0 13 3 2
split_gain=1.69535 1.06915 0.889541 0.778658 0.778512 1.70092 1.15364 1.23549 1.50777 0.919797 0.923139 0.691924 1.13822 0.976947 0.690796 1.13036 1.79775 1.69616 0.880305 0.704108 1.07064 0.741602 0.684225 0.575498 0.572773 0.536805 0.853052 0.567173 0.52125 0.505281
threshold=0 1 3.5000000000000004 2010.5000000000002 1732015000.0000002 40.675000000000004 2.5000000000000004 5157000000.000001 9330535000.0000019 4.5000000000000009 23.500000000000004 2 3 33.175000000000004 4 5 7.5000000000000009 1980.5000000000002 2.5000000000000004 1988.5000000000002 321.00000000000006 21.500000000000004 12.500000000000002 10.500000000000002 46.500000000000007 6 15.500000000000002 7 2015.5000000000002 44.500000000000007
decision_type=9 9 8 10 8 10 8 8 8 10 8 9 9 10 9 9 8 10 10 10 10 10 8 8 8 9 10 9 8 10
left_child=2 3 -1 11 5 9 24 -8 -9 -3 -11 -2 -13 -14 15 16 18 -17 -10 20 23 -21 -15 -16 -6 27 -27 29 -12 -18
right_child=1 4 -4 -5 6 -7 7 8 14 10 28 12 13 22 19 17 25 -19 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00075314271586009347 -3.1801371671491554e-06 -0.00065561032040129419 -4.1344287598157335e-05 -3.6554422802623779e-05 0.00030546339214694741 -0.00039928058533281077 0.00017279879078294869 -0.0011703480264045752 -8.0202719908584191e-06 -8.9962808834158643e-05 -2.6731808835052106e-05 -1.1626253203900206e-05 -2.8581974241781439e-05 0.0011532265986970457 -0.00014602654746951772 3.5490342949273669e-05 -3.03540635371391e-05 0.0021064140150872037 -0.001082652210833146 2.9696659940015024e-05 -0.0012035264273023928 -0.00020086573616328706 5.1463045679298606e-05 1.0417797845718725e-06 -8.9000946039412561e-05 0.0018848890756678572 -5.2578508015699302e-05 4.3382909536830995e-05 0.00018960728141827589 1.588791239107934e-05
leaf_weight=38 109 37 212 35 87 38 39 28 27 32 25 101 26 42 80 122 56 48 41 35 25 274 99 863 26 31 102 100 125 53
leaf_count=38 109 37 212 35 87 38 39 28 27 32 25 101 26 42 80 122 56 48 41 35 25 274 99 863 26 31 102 100 125 53
internal_value=-0.000446398 -0.000147221 -0.0035249 0.00170213 -0.0004859 -0.00255814 -0.000225711 -0.000457143 -0.000604454 -0.00118182 0 0.00227513 0.00329749 0.0052809 -0.000462863 0.000676819 -0.000475059 0.00331492 -0.00637681 -0.000978261 -0.000454076 -0.00264516 0.00690141 -0.000233051 0.00368421 0.000699708 -0.00125 0.00190909 0.0013245 -0.000166667
internal_weight=2956 2706 250 412 2294 257 2037 1924 1885 219 182 377 268 167 1857 580 410 170 68 1277 968 309 141 943 113 342 133 209 150 109
internal_count=2956 2706 250 412 2294 257 2037 1924 1885 219 182 377 268 167 1857 580 410 170 68 1277 968 309 141 943 113 342 133 209 150 109
cat_boundaries=0 30 57 59 85 86 87 88 89
cat_threshold=1073741824 0 0 0 0 1 0 2147483648 0 0 0 33685504 2112 0 0 0 0 0 0 2050 2147483648 0 0 0 0 0 0 0 524288 8192 0 2056 0 134217728 2147549184 0 262144 0 1 0 0 0 8192 1049600 0 0 0 0 0 8192 0 0 0 8 0 268484608 64 98336 32 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 16384 84976640 332 67108864 12
is_linear=0
shrinkage=0.04


Tree=290
num_leaves=31
num_cat=9
split_feature=7 8 2 12 9 1 3 1 12 11 4 2 2 9 2 2 12 2 7 2 2 1 4 3 2 3 1 2 2 1
split_gain=2.32978 2.05984 1.67302 1.78536 1.78011 1.19079 1.10551 1.34961 1.13824 1.54177 1.45603 1.19556 1.19631 1.10806 1.20054 1.56942 1.01213 0.9312 0.923875 0.899681 0.808647 0.745041 1.23628 0.630685 1.09838 0.846569 0.612275 0.559986 0.55995 0.55098
threshold=0 1 40.500000000000007 2 3 5.5000000000000009 2010.5000000000002 5.5000000000000009 4 5 3990640000.0000005 60.500000000000007 10.500000000000002 6 25.500000000000004 8.5000000000000018 7 106.50000000000001 8 11.500000000000002 4.5000000000000009 5.5000000000000009 11.000000000000002 2016.5000000000002 25.500000000000004 2021.5000000000002 4.5000000000000009 119.00000000000001 14.500000000000002 5.5000000000000009
decision_type=9 9 10 9 9 8 10 10 9 9 10 8 10 9 10 10 9 10 9 10 8 10 10 10 10 10 8 10 8 10
left_child=2 17 4 26 16 19 8 23 9 13 11 12 -11 14 15 -3 20 -2 28 -6 -1 22 -18 24 -8 -25 -4 29 -10 -28
right_child=1 6 3 -5 5 -7 7 -9 18 10 -12 -13 -14 -15 -16 -17 21 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-7.5836760341942982e-05 -0.00017024640332074625 -0.00017777038316332038 -0.00032803174294777194 -0.0001555692018298771 -1.6356720808374804e-05 1.3126988716436473e-05 -2.8781460455107322e-05 0.0010368776017543268 6.7114718879039977e-05 -2.0888501476079568e-05 -0.00053852566357353031 -7.9033009726003911e-07 0.0004002393490682721 2.9589864539047996e-06 -8.450849698373731e-05 -0.0016218336335678174 -1.9677817327661275e-05 1.4628808210588318e-05 5.6188913530803573e-05 -0.00022081588722336676 4.6674470409868719e-05 -6.3218514572866986e-05 0.00025575041562589721 1.3200869417886452e-05 -0.00043396300206488547 -0.00032277785349872802 -2.1646738703751112e-05 -0.00010433276740869246 0.00079891462445758066 0.00081008121942545593
leaf_weight=31 170 31 30 179 62 70 42 27 47 46 30 134 93 127 38 41 193 46 760 95 178 52 27 91 27 26 101 39 55 33
leaf_count=31 170 31 30 179 62 70 42 27 47 46 30 134 93 127 38 41 193 46 760 95 178 52 27 91 27 26 101 39 55 33
internal_value=-0.000472279 0.000401737 -0.00192552 -0.00407311 -0.000789845 -0.00361345 0.000897909 -0.0017757 0.00131148 -0.000145191 0.00171975 0.00270073 0.00528571 -0.0025 -0.00528926 -0.00876712 0.000609756 -0.00317181 0.00219931 -0.0056962 0.00263636 -0.000989399 0 -0.00299465 -0.006 -0.00118644 -0.00121495 -0.000344828 0.00566372 0.000888889
internal_weight=2921 1831 1090 382 708 227 1615 213 1402 540 303 273 139 237 110 72 481 216 862 157 209 272 220 186 69 117 203 173 102 134
internal_count=2921 1831 1090 382 708 227 1615 213 1402 540 303 273 139 237 110 72 481 216 862 157 209 272 220 186 69 117 203 173 102 134
cat_boundaries=0 18 48 50 52 54 55 57 58 72
cat_threshold=131073 17 1141899264 524288 524290 134217792 131072 272760832 65536 0 32800 2097216 144 0 0 32 1073741840 512 1342177280 8 4 0 0 1 0 0 0 0 0 0 0 0 268435456 0 0 0 33554432 8192 0 0 16777216 8 0 0 64 0 0 8192 84074752 32 0 10272 181600 2 36 0 2084 68266016 0 0 536870912 0 0 0 0 536879104 2048 0 0 256 0 268435456
is_linear=0
shrinkage=0.04


Tree=291
num_leaves=31
num_cat=10
split_feature=8 12 8 2 6 15 2 14 6 2 2 0 17 1 4 2 12 2 1 0 2 4 0 16 2 2 2 2 2 2
split_gain=1.76243 1.26395 1.62869 1.06576 1.52126 1.17341 1.05406 0.932163 1.01897 1.72247 1.44016 1.3311 1.2759 1.38024 0.910457 0.81136 0.783402 1.07533 0.698798 1.95741 0.668391 0.641658 0.58727 0.577685 0.598205 0.547294 0.708953 0.521896 1.35674 0.632425
threshold=0 1 2 74.500000000000014 3 4 8.5000000000000018 5 6 11.500000000000002 7.5000000000000009 16.750000000000004 7 5.5000000000000009 141.00000000000003 62.500000000000007 8 131.00000000000003 5.5000000000000009 16.750000000000004 30.500000000000004 215.00000000000003 22.250000000000004 9 6.5000000000000009 172.50000000000003 898.00000000000011 25.500000000000004 10.500000000000002 75.500000000000014
decision_type=9 9 9 8 9 9 10 9 9 10 10 10 9 8 10 10 9 8 8 10 8 10 10 1 10 8 8 8 10 8
left_child=16 3 23 5 18 15 -7 14 12 10 -10 -11 13 -9 20 -2 17 -1 19 -5 -4 25 -18 24 -3 -6 -27 28 -14 -29
right_child=1 2 7 4 21 6 -8 8 9 11 -12 -13 27 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-3.0255077510616958e-05 -3.3939673588960774e-05 0.00046045762860082108 -6.3111006888654238e-05 -4.87531311402023e-05 -0.00051608190028829882 0.0004409829993618786 1.9454870738968565e-05 -3.086908250587328e-05 2.0319503027437236e-05 1.1091902590152359e-05 0.00048092021626484183 -0.0001381523625003922 9.076842068949986e-05 0.001522487657781042 -0.00084636286430260553 3.2138337414977512e-05 -1.3549830180537014e-06 0.00056714355183800085 -8.0159610683097071e-05 0.001115728804684828 0.0011208938055130347 -0.00063334599790294984 -0.00016611257259484092 6.0832971690771842e-06 0.00087718797684338773 1.4085905315326386e-05 -0.00030671547169973222 0.00054079620731535278 -0.00026106231797157876 7.472916537484054e-05
leaf_weight=218 514 25 28 41 28 45 173 220 157 104 58 281 65 54 36 25 38 37 69 32 41 34 127 34 49 25 46 117 70 140
leaf_count=218 514 25 28 41 28 45 173 220 157 104 58 281 65 54 36 25 38 37 69 32 41 34 127 34 49 25 46 117 70 140
internal_value=-0.000607094 -0.000198255 0.000550336 -0.00126558 -0.0034058 -0.000501319 0.0019214 0.00015919 0.000469851 -0.000720131 0.00212963 -0.00233161 0.00153619 -0.000561404 -0.00327586 -0.00149091 -0.00296984 -0.00142857 -0.000261438 0.00243243 -0.000857143 -0.00625 -0.00511364 0.00504202 0.00746667 -0.005 -0.00305556 0.00297767 0.00102941 0.00410853
internal_weight=2931 2511 1479 1032 275 757 218 1371 1266 600 215 385 666 274 105 539 420 255 142 73 69 133 165 108 74 99 71 392 135 257
internal_count=2931 2511 1479 1032 275 757 218 1371 1266 600 215 385 666 274 105 539 420 255 142 73 69 133 165 108 74 99 71 392 135 257
cat_boundaries=0 30 32 62 63 64 65 66 67 69 70
cat_threshold=1342177280 0 4 0 8192 1 0 2147483648 0 0 0 133120 2048 0 0 0 0 0 0 0 128 0 4194304 0 0 1073758208 68 0 0 8192 85280 34 16 12 0 0 0 0 0 0 0 32768 0 0 8192 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 12 2215641088 131088 402 25 1288448 32 2
is_linear=0
shrinkage=0.04


Tree=292
num_leaves=31
num_cat=7
split_feature=8 12 4 8 4 2 18 9 12 12 2 2 4 2 0 2 4 2 2 4 4 2 1 1 2 2 0 1 2 2
split_gain=2.89864 2.22587 1.63222 1.43165 1.01367 0.904174 0.820958 0.783088 3.57801 1.65796 1.1369 0.992105 0.92098 0.854398 0.989474 0.973719 0.965153 1.06813 1.02311 0.795638 0.779897 0.950088 0.745999 0.692636 0.65683 0.641607 0.753338 0.619049 0.78791 0.588545
threshold=0 1 972430000.00000012 2 22819750000.000004 19.500000000000004 3 4 5 6 85.500000000000014 11.500000000000002 111.00000000000001 89.500000000000014 38.20000000000001 272.00000000000006 6789.5000000000009 49.500000000000007 64.500000000000014 86.000000000000014 722615000.00000012 46.500000000000007 2.5000000000000004 4.5000000000000009 36.500000000000007 15.500000000000002 22.250000000000004 5.5000000000000009 365.00000000000006 10.500000000000002
decision_type=9 9 8 9 8 8 9 9 9 9 8 8 10 8 8 10 8 10 10 10 8 10 10 10 8 10 8 8 10 10
left_child=1 5 -3 -2 -4 -1 -6 9 19 -5 20 12 -11 16 27 -16 -13 22 -19 24 -10 -22 -18 -24 -9 -25 -27 -15 -29 -8
right_child=3 2 4 7 6 -7 29 8 10 11 -12 13 -14 14 15 -17 17 18 -20 -21 21 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=2.8149883810790755e-05 -0.00012602911206073487 -0.00050504291218480548 0.00046471358163906017 7.5037203763983486e-06 0.00062563203246746469 -4.3865650323766661e-05 0.0021411378796467773 -0.00025273917585458608 0.0023403866587980815 2.9659657231064787e-05 -2.1261278517883397e-05 -0.00020590578732633703 -0.00050173179843163499 1.2089913384301099e-05 9.7879680430565939e-05 -0.00052638495272471885 -0.0011904839966629765 -0.00033711635146424615 -3.3120784132307792e-05 -0.00088031886917264049 0.00013210860406573488 0.0023001858640576958 0.0016507842905665628 -6.1231368526790678e-05 0.00033739670590829721 -4.1668096540234955e-05 5.0058505778949322e-06 -0.00052849564625141461 4.634460113379646e-06 2.6201052188703502e-05
leaf_weight=36 122 26 26 836 54 77 33 60 33 306 90 56 35 55 78 32 25 63 59 25 195 35 37 69 30 95 172 56 25 138
leaf_count=36 122 26 26 836 54 77 33 60 33 306 90 56 35 55 78 32 25 63 59 25 195 35 37 69 30 95 172 56 25 138
internal_value=-0.000275168 0.00289277 0.00479167 -0.000761538 0.00595238 -0.00177419 0.00504425 -0.000540759 0.00091858 -0.000885572 0.00291209 -0.0018569 -5.84795e-05 -0.00262454 -0.000647773 0.00216216 -0.0034662 -0.00291747 -0.00617886 -0.00492063 0.00431818 0.0034632 -0.00190476 -0.00144385 -0.00351648 -0.0020178 -0.0011194 -0.00291971 -0.00512195 0.00639535
internal_weight=2979 390 277 2589 251 113 225 2467 468 1999 353 1163 341 822 246 110 576 520 122 115 263 230 398 373 90 336 267 136 81 171
internal_count=2979 390 277 2589 251 113 225 2467 468 1999 353 1163 341 822 246 110 576 520 122 115 263 230 398 373 90 336 267 136 81 171
cat_boundaries=0 29 31 58 59 61 62 63
cat_threshold=268435456 2050 0 0 0 0 0 0 0 32768 0 0 0 1048576 268435456 4096 0 0 4096 2048 256 0 4194304 0 0 0 0 0 524288 1246464 2 0 0 0 0 0 0 0 2147483648 0 0 0 256 2112 0 0 0 0 0 0 0 0 0 0 0 0 0 64 4 131328 22532 205088 238880
is_linear=0
shrinkage=0.04


Tree=293
num_leaves=31
num_cat=8
split_feature=7 8 7 12 2 0 2 2 2 2 4 12 2 1 4 4 6 2 2 0 7 3 2 6 1 2 2 2 2 0
split_gain=2.37127 2.10373 1.22674 1.2628 1.368 1.25276 1.1844 1.42451 0.969386 0.79203 0.779059 0.901669 1.39454 0.803718 1.23018 1.15551 0.724563 1.86879 1.6785 0.74435 0.6724 1.15079 1.05589 1.04095 1.64578 0.891091 0.86112 0.803403 0.768492 0.960392
threshold=0 1 2 3 5.5000000000000009 35.600000000000009 13.500000000000002 29.500000000000004 8.5000000000000018 40.500000000000007 8400.0000000000018 4 1.5000000000000002 5.5000000000000009 7470085000.000001 1642125000.0000002 5 25.500000000000004 17.500000000000004 38.57500000000001 6 1992.5000000000002 8.5000000000000018 7 5.5000000000000009 9.5000000000000018 99.000000000000014 30.500000000000004 41.500000000000007 37.750000000000007
decision_type=9 9 9 9 10 10 10 10 10 8 10 9 8 8 10 10 9 10 10 10 9 10 10 9 8 10 10 10 10 10
left_child=16 8 3 4 -3 -5 -6 -8 -2 -7 11 20 -13 -12 15 -15 17 -1 -18 -19 -4 23 -23 24 -22 -25 27 -27 -29 -30
right_child=1 2 10 5 6 9 7 -9 -10 -11 13 12 -14 14 -16 -17 18 19 -20 -21 21 22 -24 25 -26 26 -28 28 29 -31
leaf_value=2.7047810920066695e-06 -0.00047329576391753393 -0.00073206364303672448 -9.3125399017424117e-06 -1.0171451831659794e-05 0.00057806935727654717 -0.0012309068417712154 -0.0012380059129094791 0.00037694859031038418 -5.0005542842868068e-05 -0.00025596290418100409 -5.7608749136903723e-05 0.00010729646716285401 -1.6714034848597237e-05 -9.2726956706528092e-05 -0.00074729741812120667 0.00038878948910486599 0.0001383813627502306 5.31943741588492e-05 -1.9927319373387319e-05 0.0029367002480145746 0.0013966047857197951 0.00058771740403397389 -0.00014580768875852357 -0.00012028887142143674 -7.8596089585118991e-05 1.1423691919745238e-05 -0.00053297748144146343 0.0014035616999465716 5.5386858510786398e-06 0.00025072903224316435
leaf_weight=51 47 57 121 34 30 38 26 30 94 47 93 44 1222 31 30 27 62 29 102 29 112 30 130 122 32 145 30 32 48 30
leaf_count=51 47 57 121 34 30 38 26 30 94 47 93 44 1222 31 30 27 62 29 102 29 112 30 130 122 32 145 30 32 48 30
internal_value=-0.000453315 -0.000816933 -0.000540752 -0.00307692 -0.00038961 -0.006 0.00275862 -0.000701754 -0.00539474 -0.00906977 -0.000235808 -1.90567e-05 -0.000689115 -0.00274725 0 0.00338983 0.00302817 0.0055 0.00114286 0.0108475 0.000996441 0.00146814 -0.00149068 0.00235507 0.00516129 0.00119617 0.00244755 0.00320313 0.00576577 0.0035443
internal_weight=2955 2682 2541 262 143 119 86 56 141 85 2279 2098 1266 181 88 58 273 109 164 58 832 711 160 551 144 407 285 255 110 78
internal_count=2955 2682 2541 262 143 119 86 56 141 85 2279 2098 1266 181 88 58 273 109 164 58 832 711 160 551 144 407 285 255 110 78
cat_boundaries=0 10 40 58 59 60 61 71 72
cat_threshold=268435456 16 0 2052 0 8192 0 8192 2048 402653184 2147483648 0 4 0 0 0 524288 2147483648 0 0 0 0 2112 0 0 0 0 0 0 0 0 0 0 0 0 0 64 0 0 8192 0 1 1056768 2097152 0 64 0 0 33554432 0 8224 0 144 0 0 0 4096 128 98370 67258434 152 2 128 67108864 0 0 0 0 0 65536 32 196
is_linear=0
shrinkage=0.04


Tree=294
num_leaves=31
num_cat=8
split_feature=8 12 8 12 12 1 3 9 0 11 2 2 2 9 3 0 1 2 3 2 2 3 2 2 2 3 1 2 2 3
split_gain=2.23461 1.11227 1.04883 1.99056 1.02821 1.49133 1.67595 1.49156 1.9431 0.931986 1.0945 0.810873 0.75761 0.730313 0.957545 0.696358 1.08333 0.946255 0.720811 1.11973 1.20542 0.899518 0.821619 0.690045 0.61585 0.588161 0.760447 0.558194 0.529979 0.638858
threshold=0 1 2 3 4 3.5000000000000004 2003.5000000000002 5 42.960000000000008 6 45.500000000000007 7.5000000000000009 3.5000000000000004 7 2011.5000000000002 24.500000000000004 5.5000000000000009 220.50000000000003 2005.5000000000002 4.5000000000000009 41.500000000000007 2003.5000000000002 10.500000000000002 5.5000000000000009 25.500000000000004 1998.5000000000002 5.5000000000000009 21.500000000000004 4.5000000000000009 2003.5000000000002
decision_type=9 9 9 9 9 10 8 9 10 9 10 10 8 9 8 8 10 8 10 10 10 8 10 10 10 10 8 8 8 8
left_child=1 28 3 -2 5 11 -7 12 -9 10 -6 -4 -8 14 -3 27 17 18 19 -17 21 -21 -20 -18 -25 26 -5 -11 -1 -30
right_child=2 13 4 25 9 6 7 8 -10 15 -12 -13 -14 -15 -16 16 23 -19 22 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-2.0445569871654357e-05 -3.1438524461009363e-05 -0.00015641564911064165 -2.066758367483601e-05 1.2866118877070677e-05 -0.0010848513904235801 9.2620316607323615e-05 1.2038987652260857e-05 0.000306044202921143 -0.00025513805359480559 0.00012501327781631489 2.6843153010247536e-05 0.0009345964721947553 -0.0001752456755227172 -6.9745714560696113e-05 1.9065767801862423e-07 -0.00045523241002108248 0.0046977217878148994 0.00033847420009323063 4.0588953892353173e-05 -0.00081030143996116519 -0.00010550713276817447 0.00045313516199676942 -0.00041455097042305769 -0.00010213659825769383 0.0002183127713221822 4.8895300909563846e-05 0.00015223601958510357 -0.00032941332099031942 1.5717117028302141e-05 -0.00010157164948118691
leaf_weight=68 114 29 38 133 65 64 34 113 36 30 42 46 341 121 457 63 30 95 39 25 98 216 60 28 28 48 43 40 28 375
leaf_count=68 114 29 38 133 65 64 34 113 36 30 42 46 341 121 457 63 30 95 39 25 98 216 60 28 28 48 43 40 28 375
internal_value=-0.00087517 -0.00231405 -3.19149e-05 0.00194842 -0.000479896 -0.00163982 -0.00237691 -0.00312381 0.000375 0.000436782 -0.00288136 0.00329412 -0.00440415 -0.00113269 -0.000402414 0.000943644 0.001347 0.000737018 3.98406e-05 0.000794045 0.00170588 0.00322314 -0.003 0.00551724 0.00280702 0.00408511 0.00316384 -0.0028169 -0.00377593 -0.00440594
internal_weight=2947 1078 1869 338 1531 672 588 524 149 859 107 84 375 607 486 752 682 596 501 402 339 241 99 86 56 224 176 70 471 403
internal_count=2947 1078 1869 338 1531 672 588 524 149 859 107 84 375 607 486 752 682 596 501 402 339 241 99 86 56 224 176 70 471 403
cat_boundaries=0 30 32 55 57 58 60 63 65
cat_threshold=1073741824 0 4 0 2147483648 1 786432 0 1 0 0 33687556 8256 1048576 0 4096 0 0 0 0 0 0 16777216 8 0 49152 68 0 0 12288 16793666 32 0 2058 0 134217728 0 0 0 2147483648 0 32768 0 0 0 1024 0 0 0 0 33558528 0 256 0 4194304 141568 32 83993888 0 6292 16384 0 524288 0 6148
is_linear=0
shrinkage=0.04


Tree=295
num_leaves=31
num_cat=15
split_feature=7 7 12 8 12 12 11 0 13 12 0 4 0 1 12 11 0 1 6 13 0 13 0 1 1 4 12 4 0 0
split_gain=2.87905 1.30943 2.70487 1.4435 3.30809 1.29956 1.23236 1.14549 0.941684 1.10653 1.05391 1.01343 0.89214 0.877443 0.782112 0.887609 0.758329 0.727706 0.815157 0.669821 0.666629 0.638802 0.687307 0.65285 0.634381 0.616659 0.586259 0.475645 0.473857 0.466057
threshold=0 1 2 3 4 5 6 42.710000000000008 7 8 36.900000000000006 1158870000.0000002 42.710000000000008 5.5000000000000009 9 10 16.750000000000004 1.5000000000000002 11 12 18.500000000000004 13 23.500000000000004 5.5000000000000009 5.5000000000000009 313.50000000000006 14 86.000000000000014 35.250000000000007 35.850000000000009
decision_type=9 9 9 9 9 9 9 10 9 9 10 8 10 8 9 9 10 10 9 9 10 9 10 10 10 10 9 10 10 10
left_child=7 2 -2 4 13 16 12 -1 10 -10 20 -11 21 -3 -4 24 -5 -13 -19 -18 -8 22 -7 -23 -16 26 -12 -21 -20 -17
right_child=1 3 14 5 -6 6 8 -9 9 11 25 17 -14 -15 15 29 19 18 28 27 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00019119843028427399 2.6588330332728561e-05 0.00085656202051673344 -8.4541760484171393e-05 7.8606848472411172e-05 -5.8365641361035613e-06 -0.00025435980597436012 -2.6617022965851334e-05 -7.9786505734844585e-05 -3.9087570400866412e-05 -4.5423530102510765e-05 8.1916769136824996e-06 -0.00016063500329998703 -0.0015072316834660172 2.2322225216200308e-05 -1.3335470029218755e-05 -8.7753706699018611e-05 5.879974903493235e-05 0.00067345706756579912 -1.3471847895374367e-05 -2.0903163855052752e-05 -0.00027214307712746687 2.4485725018763562e-06 -6.5760584852618816e-05 -0.00020260768487343484 5.5978727273320321e-05 0.00029539008731322981 -0.00011164326613187114 0.00010205430578693609 2.3811703133631569e-05 -0.00013456335486026206
leaf_weight=226 135 86 116 52 216 68 29 35 101 73 143 93 40 29 106 58 107 134 25 170 34 136 66 36 32 54 208 28 199 133
leaf_count=226 135 86 116 52 216 68 29 35 101 73 143 93 40 29 106 58 107 134 25 170 34 136 66 36 32 54 208 28 199 133
internal_value=-0.000175143 -0.000566593 -0.0022335 -0.0001029 0.0022807 -0.000553403 -0.00108966 0.00375 -0.000416667 0.000597484 -0.00175365 0.00134579 -0.00313725 0.00746032 -0.00372807 -0.00252941 0.00157609 0.00207965 0.00289694 0.000849673 -0.0065625 -0.00247557 -0.00441379 -0.000655738 0 -0.00103448 -0.00164773 -0.000574163 0.00119149 -0.00425743
internal_weight=2968 2707 580 2127 331 1796 1439 261 1093 625 468 524 346 115 445 329 357 451 358 305 63 306 134 172 138 405 351 198 224 191
internal_count=2968 2707 580 2127 331 1796 1439 261 1093 625 468 524 346 115 445 329 357 451 358 305 63 306 134 172 138 405 351 198 224 191
cat_boundaries=0 17 33 34 63 65 66 69 70 71 73 75 76 77 78 80
cat_threshold=268566528 16 8192 8196 0 2 0 8192 0 0 0 0 67108880 268435456 0 0 144 16386 268435584 1074790400 524288 524288 134217792 0 272760832 33554432 0 0 128 0 0 0 32 41248 16 0 0 0 0 0 0 2147483648 1 32768 0 0 0 512 0 0 0 0 4096 0 256 0 4194304 0 0 16384 0 0 524288 32864 32 17892352 49184 1048576 524288 2 49152 83886080 32 32800 1024 28 4 12 2 32
is_linear=0
shrinkage=0.04


Tree=296
num_leaves=31
num_cat=8
split_feature=8 12 0 6 12 6 0 2 2 8 3 3 2 2 2 2 12 2 4 3 9 2 3 2 3 2 3 4 2 2
split_gain=1.7719 1.29259 1.97938 1.33541 1.17363 1.1097 0.976432 0.942357 1.4982 1.16676 0.901922 0.866924 0.962271 0.864342 2.4179 0.852012 0.842491 1.02827 0.818897 0.866741 0.815916 0.787519 0.781389 0.770139 0.672658 0.740833 0.659076 0.651954 0.692733 0.935333
threshold=0 1 35.250000000000007 2 3 4 47.250000000000007 16.500000000000004 29.500000000000004 5 2004.5000000000002 2018.5000000000002 29.500000000000004 10.500000000000002 24.500000000000004 3.5000000000000004 6 22.500000000000004 215.00000000000003 2001.5000000000002 7 39.500000000000007 2004.5000000000002 13.500000000000002 2022.5000000000002 11.500000000000002 2000.5000000000002 625.00000000000011 70.500000000000014 34.500000000000007
decision_type=9 9 8 9 9 9 10 10 10 9 10 8 10 10 10 8 9 8 10 10 9 10 8 8 8 10 8 10 8 10
left_child=4 5 11 22 7 20 16 9 -9 -1 15 -3 -13 -6 -15 -7 17 -5 19 -16 21 24 -4 -11 -2 -26 -17 28 29 -28
right_child=1 2 3 6 13 10 -8 8 -10 23 -12 12 -14 14 18 26 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0001571842840824189 9.4700163377652307e-05 -1.371386952637721e-05 -0.00016711363618934883 0.00033938284179395594 -9.1727271921904221e-05 0.0019258552168404464 -4.915972818476888e-05 -0.00011778752110615187 -1.7320182894096091e-05 -6.6218837665026341e-05 -2.5185649373185016e-05 -8.5305989602737494e-05 -0.00011778444203947914 5.8462562589198796e-05 -4.1643662580952426e-05 9.9242205070950722e-05 -4.6531391900721529e-05 -0.0001634393516131638 7.8090176775162941e-05 -0.00021322001670000647 -0.00038157625214608971 0.0012055190137798633 0.00014483632019647531 0.00030759728807346678 5.66195163774097e-06 -0.00019124875530124541 9.0356688835342431e-05 0.00022606777858285909 -6.5102247411772399e-05 0.00012926408436985781
leaf_weight=110 36 34 34 62 172 26 36 92 321 96 73 58 38 95 210 37 476 41 29 26 109 38 233 28 64 36 136 30 80 36
leaf_count=110 36 34 34 62 172 26 36 92 321 96 73 58 38 95 210 37 476 41 29 26 109 38 233 28 64 36 136 30 80 36
internal_value=-0.000815762 1.16009e-05 -0.000899316 -0.000226501 -0.002 0.00132022 -0.00124601 -0.000820669 -0.00198068 0.00119149 0.00261072 -0.00549618 -0.00742268 -0.00338858 -0.00232687 0.00352601 -0.000862069 0.0022807 -0.00428571 -0.00506329 -0.000612245 0.00108108 0.00208633 -0.00148148 -0.000291971 -0.0019802 0.0029375 0.00226148 0.00158103 0.00300578
internal_weight=2892 1713 1012 882 1179 701 615 647 413 234 418 130 96 532 360 345 579 103 265 236 283 174 267 124 136 100 319 282 252 172
internal_count=2892 1713 1012 882 1179 701 615 647 413 234 418 130 96 532 360 345 579 103 265 236 283 174 267 124 136 100 319 282 252 172
cat_boundaries=0 30 32 33 35 36 59 61 63
cat_threshold=2147483664 0 0 0 2147483648 0 262144 2147483648 0 0 0 0 10240 512 0 4096 0 0 0 2048 128 0 20971520 0 0 1073758208 0 0 524288 4096 68192576 32 144 67128610 32 148 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 0 0 16777216 65536 2 0 26640
is_linear=0
shrinkage=0.04


Tree=297
num_leaves=31
num_cat=9
split_feature=7 8 7 2 2 2 2 4 8 13 4 3 9 3 2 12 2 7 2 2 2 3 9 2 2 2 3 2 2 3
split_gain=2.15011 1.76552 1.40275 1.91527 1.79212 1.24286 1.674 1.15854 0.895618 1.98969 0.963268 0.978865 0.883891 1.35823 0.862946 0.826032 1.41818 1.22059 0.813568 0.813409 1.15647 0.634033 0.617151 1.87132 2.28292 1.47173 0.908588 0.616469 0.91307 0.589836
threshold=0 1 2 58.500000000000007 27.500000000000004 70.500000000000014 32.500000000000007 1158870000.0000002 3 4 28.000000000000004 2005.5000000000002 5 2013.5000000000002 129.50000000000003 6 2.5000000000000004 7 31.500000000000004 49.500000000000007 26.500000000000004 2020.5000000000002 8 18.500000000000004 10.500000000000002 79.500000000000014 1999.5000000000002 8.5000000000000018 22.500000000000004 2009.5000000000002
decision_type=9 9 9 10 10 8 10 8 9 9 10 10 9 10 10 9 10 9 8 10 8 8 9 8 10 10 8 10 10 10
left_child=5 7 3 4 -3 6 -1 -2 9 10 11 -4 13 27 -7 16 -14 21 -9 20 -11 -17 25 24 -24 -19 -25 -10 -29 -28
right_child=1 2 8 -5 -6 14 -8 18 12 19 -12 -13 15 -15 -16 17 -18 22 -20 -21 -22 -23 23 26 -26 -27 29 28 -30 -31
leaf_value=5.5712151214457606e-05 -9.9487734393619584e-05 -0.00038772178750654971 7.3063430484054951e-06 -0.0005198514124412412 0.00045569244658551613 -0.00080594685917056096 0.0013983370214313594 8.5070500408619405e-05 0.0014960884880116155 -8.0206432888978445e-05 6.6479754240020834e-05 -9.6714542560398799e-05 7.0739326260564899e-05 -0.00023496715428407812 1.1968850648074181e-05 0.0011693005101233922 -4.1783853719579157e-05 -0.00018247271577436663 3.0063562151880774e-05 -0.00040191060035134286 2.7759172897496853e-05 2.3268644694312002e-05 4.8955023351737735e-06 -0.00083485831482491338 0.00083624123551459203 0.00070721794514028602 -1.9116497944864362e-05 -5.0001786672240199e-05 0.00013904286738863902 2.4927765383182533e-05
leaf_weight=132 25 162 108 41 32 36 35 79 50 108 29 26 60 31 57 26 339 300 126 60 44 116 199 31 89 36 385 52 85 39
leaf_count=132 25 162 108 41 32 36 35 79 50 108 29 26 60 31 57 26 339 300 126 60 44 116 199 31 89 36 385 52 85 39
internal_value=-0.000449132 -0.000788397 -0.00110614 -0.00398374 -0.00246154 0.00295203 0.00511905 0.00248963 -0.000782374 -0.00253886 0.000804598 -0.000592593 -0.000411033 0.0019214 -0.000638298 -0.000735745 -0.00229268 -0.000211039 0.00359223 -0.00502242 -0.00366013 0.00313725 -0.000678899 -2.65252e-05 0.00249135 -0.00207493 -0.00162281 0.00329787 0.00188406 -0.00112941
internal_weight=2938 2678 2448 235 194 260 167 230 2213 375 163 134 1838 218 93 1620 399 1221 205 212 152 142 1079 743 288 336 455 187 137 424
internal_count=2938 2678 2448 235 194 260 167 230 2213 375 163 134 1838 218 93 1620 399 1221 205 212 152 142 1079 743 288 336 455 187 137 424
cat_boundaries=0 18 47 64 94 95 97 99 108 110
cat_threshold=268435456 144 8192 8320 0 8192 0 8192 0 402653216 8192 0 16 0 67108864 0 0 256 268435456 2054 0 134217728 8192 1 0 0 0 32768 0 0 0 0 0 4096 0 0 0 8192 0 0 0 0 0 32768 0 0 128 2 0 34603008 0 2 134217794 33554432 0 33554432 0 32768 0 268435584 0 0 0 4096 0 8 0 0 2147483648 0 0 0 1 0 0 2048 2048 512 0 0 0 0 4096 2048 256 0 0 8 0 16384 4 0 0 4096 4 1073741825 8196 67134720 2 131072 1 0 4 0 0 0 536870912 65536 0 20528
is_linear=0
shrinkage=0.04


Tree=298
num_leaves=31
num_cat=13
split_feature=7 7 11 2 2 10 4 11 12 2 2 3 7 13 6 2 4 12 12 2 0 2 2 7 3 6 4 2 0 2
split_gain=3.03967 1.35932 1.09369 2.46948 0.944123 0.855577 2.11433 0.946442 0.853689 2.20968 1.39172 1.16106 0.902881 1.24554 1.62857 1.59666 1.51259 1.46548 1.12148 1.06469 0.975409 0.9625 0.843332 0.821323 0.898019 0.819859 0.797992 0.898473 1.9785 0.794016
threshold=0 1 2 64.500000000000014 9.5000000000000018 3 48265265000.000008 4 5 416.00000000000006 262.50000000000006 2015.5000000000002 6 7 8 141.50000000000003 850.00000000000011 9 10 16.500000000000004 10.500000000000002 6.5000000000000009 131.00000000000003 11 2005.5000000000002 12 45.000000000000007 1.0000000180025095e-35 39.07500000000001 22.500000000000004
decision_type=9 9 9 8 8 9 8 9 9 10 10 10 9 9 9 10 10 9 9 8 10 10 8 9 10 9 10 10 10 8
left_child=2 4 -1 -4 -2 6 -3 -7 10 12 11 23 22 14 18 25 17 19 -14 21 -20 -16 -10 -9 -25 -15 27 -27 -29 -8
right_child=1 5 3 -5 -6 7 29 8 9 -11 -12 -13 13 15 16 -17 -18 -19 20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=1.6205432414899689e-05 0.00022305735603683985 0.00010768755224788151 0.00030671920806646825 7.6062922898856303e-06 -0.0002030198618832202 -8.0932065541041714e-05 -4.2438706101677327e-05 -3.0874868025776436e-05 -0.00046979575041085299 0.0029812223391797944 -0.0002389486969727983 0.00051956786774084659 -4.1709408061549879e-05 6.5979796373483168e-06 -2.55437236070577e-06 -0.00039991056877823893 0.00055292531046156055 -0.00037738247569421904 -0.00015437816639479962 1.8619446063148359e-05 6.5375869679904497e-05 -0.00039954179725022244 6.3526803577786955e-05 6.2613135398237319e-07 -0.00014314603387553861 -1.9052561424466321e-05 -2.0155379097488437e-05 0.0045382337423035329 8.5794891421215881e-05 -0.00090894145810413104
leaf_weight=138 26 28 104 102 175 122 36 179 69 37 44 62 108 215 66 26 29 112 28 72 228 59 31 491 31 32 29 37 163 56
leaf_count=138 26 28 104 102 175 122 36 179 69 37 44 62 108 215 66 26 29 112 28 72 228 59 31 491 31 32 29 37 163 56
internal_value=-0.000320163 -0.000791699 0.00315493 0.00497696 -0.00386792 -0.000516451 -0.00366412 -0.000333187 -0.00012969 0.000488166 -0.00114914 -0.000759162 0.000214559 0.000526749 -0.00056101 0.00202729 -0.00252149 -0.00341935 0.00128 -0.00105769 0.00269663 -0.00333333 -0.00324324 -0.00122507 -0.000375235 0.00259958 0.00404412 0.00497854 0.00597015 -0.00688172
internal_weight=2935 2591 344 206 201 2390 120 2270 2148 1341 807 763 1304 1204 702 502 338 309 364 197 256 125 100 701 522 476 261 232 200 92
internal_count=2935 2591 344 206 201 2390 120 2270 2148 1341 807 763 1304 1204 702 502 338 309 364 197 256 125 100 701 522 476 261 232 200 92
cat_boundaries=0 18 36 38 39 41 43 60 61 62 63 64 81 82
cat_threshold=268435458 1 1073741824 2097152 34 2 0 8192 2048 0 32768 0 0 268435456 0 0 0 33024 131072 268435456 8192 524800 524288 134217728 33554432 0 0 134217728 32 0 128 0 0 0 144 128 16388 512 1 0 66560 84033632 32 0 0 536870912 0 0 0 0 0 0 32 0 256 0 0 0 0 1073745920 10 136 1082370 1058816 0 0 0 0 0 0 0 131072 65536 0 0 0 0 0 0 0 4096 200
is_linear=0
shrinkage=0.04


Tree=299
num_leaves=31
num_cat=14
split_feature=8 7 12 15 7 2 2 11 8 1 9 6 6 2 4 4 2 2 4 2 2 2 15 14 12 2 16 2 3 2
split_gain=2.4394 1.80398 1.08304 1.58779 1.208 1.38422 0.990664 1.15585 0.915392 0.802535 0.751194 1.2846 1.17023 0.8164 0.739275 1.03998 0.735785 0.734293 0.728998 0.911999 0.67787 0.664227 0.637618 0.750119 1.25305 1.27452 0.732422 0.618132 0.573586 0.558922
threshold=0 1 2 3 4 4.5000000000000009 106.50000000000001 5 6 4.5000000000000009 7 8 9 37.500000000000007 7085990000.000001 267495000.00000003 23.500000000000004 84.500000000000014 2331015000.0000005 5.5000000000000009 229.00000000000003 2.5000000000000004 10 11 12 59.500000000000007 13 68.500000000000014 1990.5000000000002 11.500000000000002
decision_type=9 9 9 9 9 8 10 9 9 8 9 9 9 10 10 10 8 8 10 10 10 10 9 9 9 10 1 8 10 10
left_child=6 -2 3 4 -3 -6 7 18 17 -5 12 -12 13 -10 15 21 -7 -4 19 -1 -8 -9 27 24 25 26 -24 -14 -18 -13
right_child=1 2 8 9 5 16 20 14 10 -11 11 29 22 -15 -16 -17 28 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.3093241163347785e-05 3.9491303545062809e-05 -9.215576752339417e-06 4.5826745633732456e-05 -0.00040007521744364285 -0.00013319875602846309 9.906940270369092e-05 0.00039531558519300346 -1.1290000610841844e-07 -0.00028639394011630514 -4.7144664655363041e-06 0.0005940199891822218 1.3487823038467184e-05 3.6866089171994077e-06 -0.0023326944842815677 0.00011063418816732451 -0.0011173693352108671 0.00086714288214526645 -7.7681205871158449e-05 -0.00024496502627201265 9.1261552809029922e-05 -1.1887589578734037e-05 -8.7920455026164749e-05 -4.0149647398379788e-06 4.4140501141853859e-05 -5.6865338993077334e-05 -0.00014729201266710845 0.00026017352260286229 4.704487799450874e-05 -9.5948688368707739e-06 -0.0002430314823027402
leaf_weight=51 266 116 127 42 36 115 29 42 132 222 116 62 100 38 28 25 92 44 35 43 46 269 53 129 405 43 58 25 40 75
leaf_count=51 266 116 127 42 36 115 29 42 132 222 116 62 100 38 28 25 92 44 35 43 46 269 53 129 405 43 58 25 40 75
internal_value=-0.000578313 0 -0.000403652 0.000919881 0.0024878 0.00387755 -0.00290155 -0.00360324 -0.00102962 -0.00145455 -0.00141139 0.000530303 -0.00191147 -0.00486188 -0.00469333 -0.00534125 0.00508065 0.00164835 -0.000142857 0.00168421 0.00131579 -0.00467949 -0.00123786 -0.00171674 -0.00235088 0.000727273 0.00303571 0.00132353 0.00300752 -0.00202703
internal_weight=2904 2336 2070 663 399 283 568 493 1407 264 1236 253 983 170 364 336 247 171 129 94 75 311 813 688 559 154 111 125 132 137
internal_count=2904 2336 2070 663 399 283 568 493 1407 264 1236 253 983 170 364 336 247 171 129 94 75 311 813 688 559 154 111 125 132 137
cat_boundaries=0 30 47 49 50 59 62 82 84 85 86 87 88 90 91
cat_threshold=1073741824 0 4 0 2147483648 1 0 0 0 0 0 33685760 2112 1049088 0 4096 0 0 4096 0 0 0 4194304 8 0 16384 68 0 0 4096 268435458 17 1310720 2048 0 0 0 8192 2048 0 0 256 0 0 0 0 128 17852480 2 69206016 0 0 67108864 0 0 0 0 131072 65536 32800 0 524288 0 2060 0 0 0 0 262144 0 0 0 0 2048 0 0 268435456 0 0 0 0 8192 1 22560 448 192 2155872256 8208 32 32 2
is_linear=0
shrinkage=0.04


Tree=300
num_leaves=31
num_cat=10
split_feature=7 12 12 6 0 4 0 3 0 12 4 0 5 0 0 7 12 0 11 9 0 0 0 0 0 12 0 4 0 5
split_gain=2.66142 1.51693 1.29286 1.77793 1.55013 1.18798 1.11663 1.11362 1.07471 1.15658 0.977302 1.28247 0.973085 0.874612 1.57763 0.825245 0.914244 1.79801 1.24096 0.897144 0.816065 0.778202 0.806032 0.776702 0.718834 0.658384 0.644739 0.607475 0.559727 0.553729
threshold=0 1 2 3 35.250000000000007 2710.0000000000005 47.750000000000007 2020.5000000000002 33.175000000000004 4 1009900000.0000001 45.425000000000004 1.5000000000000002 20.500000000000004 24.500000000000004 5 6 35.850000000000009 7 8 40.250000000000007 9.5000000000000018 24.500000000000004 35.250000000000007 10.500000000000002 9 35.250000000000007 575.00000000000011 40.250000000000007 1.5000000000000002
decision_type=9 9 9 9 10 10 10 10 8 9 10 8 10 10 10 9 9 10 9 9 10 10 10 10 10 9 10 8 10 8
left_child=1 20 3 4 -2 8 27 10 9 -5 11 13 26 24 -15 -16 17 -17 19 -19 -1 -11 -23 -18 -4 -26 -3 -6 -28 -10
right_child=2 12 7 5 6 -7 -8 -9 29 21 -12 -13 -14 14 15 16 23 18 -20 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=1.4364759348737266e-05 -0.00066163903628371659 4.6847381415986435e-05 -0.00013614316964165598 -5.6964019010052883e-05 -0.00049141019999780159 -6.4730746467098757e-05 6.2728175517605685e-05 0.00024692252148945216 -0.000100948937422487 -0.000141400332160444 0.00010284053723644604 -0.00021902470779625816 0.00071513764889200363 -0.00013050418626626482 3.2926794928087591e-05 0.00069208161066924845 -0.00067884546729111148 -2.675452732461281e-05 -0.00023998814629457854 5.3090466844452068e-05 -0.00074177669400633307 5.4808316117913592e-05 -0.00046856894147431663 -9.2713398352444189e-05 2.6896371495546136e-05 2.8301719744661114e-06 5.115002662421375e-06 -0.00020854284448390103 0.00026818959486849539 3.8450677079708841e-05
leaf_weight=73 33 41 81 112 25 66 34 29 62 29 53 64 26 32 110 47 25 179 127 117 42 127 25 198 108 210 97 369 56 351
leaf_count=73 33 41 81 112 25 66 34 29 62 29 53 64 26 32 110 47 25 179 127 117 42 127 25 198 108 210 97 369 56 351
internal_value=-0.000705324 0.00260116 -0.00113567 -0.00207395 -0.00402542 -0.000868455 -0.00344988 -0.000287563 -0.00039604 -0.0022449 -0.00045858 -0.000677444 0.00450216 -0.000388664 -0.0011244 -0.000771144 -0.00127841 -0.00024948 -0.00108491 0.000390879 -0.00111111 -0.000104167 0.00104575 -0.00333333 0.00115 0.00200627 0.00369231 -0.00405063 0.00246753 0.000917874
internal_weight=2948 335 2613 1233 461 772 428 1380 706 293 1351 1298 220 1234 835 803 693 470 423 296 115 181 152 223 399 318 194 394 153 413
internal_count=2948 335 2613 1233 461 772 428 1380 706 293 1351 1298 220 1234 835 803 693 470 423 296 115 181 152 223 399 318 194 394 153 413
cat_boundaries=0 18 19 21 22 23 40 41 44 46 47
cat_threshold=268435456 16 0 2105344 2 2 0 8192 2048 134217728 32768 128 0 268435456 67108864 0 0 384 115808 16908386 32 134 16777282 0 128 0 4 0 0 0 0 65536 8192 0 0 0 0 0 0 4096 67215616 4 0 524288 0 2212 67159040
is_linear=0
shrinkage=0.04


Tree=301
num_leaves=31
num_cat=9
split_feature=7 9 12 11 12 2 2 2 3 2 2 2 5 11 2 3 2 12 2 12 15 3 2 4 2 2 3 1 1 1
split_gain=3.34303 1.95585 2.31952 1.62475 1.70228 1.14126 1.29153 1.48125 1.09829 1.09049 1.15176 1.01974 1.01601 0.956336 1.53161 1.1025 0.907903 0.894646 1.09084 0.867631 1.1348 1.0612 0.949312 0.775124 0.77217 0.755994 0.728642 0.648893 0.608907 0.602795
threshold=0 1 2 3 4 15.500000000000002 24.500000000000004 29.500000000000004 2003.5000000000002 25.500000000000004 10.500000000000002 70.500000000000014 4.5000000000000009 5 3.5000000000000004 2020.5000000000002 11.500000000000002 6 22.500000000000004 7 8 2000.5000000000002 81.500000000000014 21074995000.000004 14.500000000000002 6.5000000000000009 2015.5000000000002 2.5000000000000004 5.5000000000000009 3.5000000000000004
decision_type=9 9 9 9 9 10 10 10 10 8 10 8 8 9 10 8 8 9 10 9 9 8 10 8 10 10 8 10 8 10
left_child=11 2 16 27 8 29 -7 -8 28 10 13 -1 -9 14 -6 -16 -2 24 -19 20 26 -21 23 -23 -12 -15 -11 -3 -5 -4
right_child=1 3 5 4 9 6 7 12 -10 19 17 -13 -14 25 15 -17 -18 18 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0009517884649269348 9.872691574699389e-05 0.0013128116319412798 -1.5154479903465301e-05 -4.5162430739509316e-06 0.00030208467931601033 0.00034693330359928607 -0.0014621015927419024 -6.5213957878071933e-05 -0.00011287747301192753 -0.00011757973287629397 0.0011298012055686259 2.1691657318001491e-05 2.6625847421968276e-06 2.3896082316099411e-06 3.3388285633151328e-06 -0.00043436519321154776 4.2670821628121306e-07 2.1262732349214274e-06 0.0002885846582734075 0.00036540300636126236 4.8662712143752174e-05 6.3615207577250033e-05 1.1236225003088407e-05 -4.2230069756996614e-05 2.6538287046200539e-05 0.00011615001051424657 2.4985569934443673e-06 2.4472108371611512e-05 -0.00013319037859957917 -0.00036343185441346294
leaf_weight=132 53 32 46 80 78 67 26 75 26 52 27 88 128 139 57 131 114 212 34 28 148 30 120 302 82 62 161 85 27 263
leaf_count=132 53 32 46 80 78 67 26 75 26 52 27 88 128 139 57 131 114 212 34 28 148 30 120 302 82 62 161 85 27 263
internal_value=-0.000116999 -0.000511869 -0.00219668 0.000176715 -0.000132817 -0.00334416 -0.00161616 -0.00304348 -0.00430556 0.000227001 0.00126367 0.00450216 -0.00186275 -4.2735e-05 -0.00158845 -0.00359788 0.00191011 0.00297753 0.00140078 -0.000783848 0.000698925 -0.00187373 -0.00238411 -0.00348348 0.00583333 0.00198113 -0.00116071 0.00453125 -0.00277778 -0.00509677
internal_weight=2905 2685 772 1913 1796 605 296 229 133 1663 822 220 203 467 266 188 167 355 246 841 361 480 452 332 109 201 213 117 107 309
internal_count=2905 2685 772 1913 1796 605 296 229 133 1663 822 220 203 467 266 188 167 355 246 841 361 480 452 332 109 201 213 117 107 309
cat_boundaries=0 17 19 21 24 25 27 28 29 30
cat_threshold=0 0 8192 10240 524288 2 0 8192 0 402653200 0 128 67108864 0 0 0 1073741840 256 12452 68241408 2 32768 0 524289 67108896 4 1024 17836352 16796930 201326592
is_linear=0
shrinkage=0.04


Tree=302
num_leaves=31
num_cat=15
split_feature=7 8 8 7 12 7 7 3 0 3 9 9 3 12 15 12 11 4 1 0 12 0 0 4 0 0 0 4 18 5
split_gain=3.32768 2.18084 1.56948 1.66081 1.46155 1.37613 1.1556 1.56081 1.0727 0.875075 0.951794 0.823512 0.809083 1.66333 0.803166 0.882603 0.764543 0.744289 0.727689 0.693884 0.920971 1.11714 0.906314 0.869922 0.693316 0.566625 0.523873 0.476268 0.473379 0.414346
threshold=0 1 2 3 4 5 6 2005.5000000000002 42.960000000000008 2011.5000000000002 7 8 2021.5000000000002 9 10 11 12 313.50000000000006 2.5000000000000004 10.500000000000002 13 38.20000000000001 15.500000000000002 5157000000.000001 39.07500000000001 36.400000000000006 39.07500000000001 925740000.00000012 14 1.0000000180025095e-35
decision_type=9 9 9 9 9 9 9 10 10 10 9 9 8 9 9 9 9 10 10 10 9 10 10 8 10 10 10 10 9 10
left_child=29 18 5 -4 9 27 7 26 12 10 -5 -8 -7 -14 15 24 -15 -16 -2 -13 23 22 -22 -21 -12 -17 -6 -3 -25 -1
right_child=1 2 3 4 6 8 11 -9 -10 -11 14 19 13 16 17 25 -18 -19 -20 20 21 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00056163454975603603 -7.4848566418665998e-05 -0.00034813121784289081 -0.00014298278387727236 0.00010004930296254599 3.5706635728374179e-05 -4.5264473468975551e-06 -9.2463549535253266e-05 -0.00017139062033834308 5.3430624179888753e-05 -8.6912739091218332e-05 -4.8002634652277718e-06 -0.0001459766810890173 0.00061108989263232167 -2.8387161893626002e-05 -0.00010065473828063887 4.7994749068180913e-06 2.2551337622616074e-05 1.0002284144903229e-05 -0.0003168959316883502 0.00025299584440944048 1.1640329057627242e-06 4.0876702409775593e-06 0.00013496910924537531 -0.0013587750560886036 0.00055267884174682537 -0.00021702124886619601 0.00066818970903597123 2.51526872806096e-05 -5.2117435105003551e-06 -1.3066982658074267e-05
leaf_weight=87 76 59 127 120 31 100 131 27 114 69 62 80 103 150 202 49 121 31 63 68 81 158 118 33 53 68 52 45 451 26
leaf_count=87 76 59 127 120 31 100 131 27 114 69 62 80 103 150 202 49 121 31 63 68 81 158 118 33 53 68 52 45 451 26
internal_value=-0.000520974 -0.000238346 2.21076e-05 -0.000544016 -0.00023219 0.00165007 0.000580177 0.00429752 0.00240401 -0.00174436 -0.0012628 0.000176835 0.0016 0.00245333 -0.00205882 -0.000329218 0.000638298 -0.00368852 -0.00493333 0.00058 0.000901099 0.00244565 0.0045 -0.000142096 0.00206349 -0.00265625 0.00738095 -0.00243478 -0.000742268 -0.00693548
internal_weight=2955 2842 2703 2011 1884 692 1230 110 588 654 585 1120 474 374 465 232 271 233 139 989 909 357 199 552 115 117 83 104 484 113
internal_count=2955 2842 2703 2011 1884 692 1230 110 588 654 585 1120 474 374 465 232 271 233 139 989 909 357 199 552 115 117 83 104 484 113
cat_boundaries=0 18 48 77 94 96 111 123 125 127 128 129 130 131 133 134
cat_threshold=0 268435456 0 2097152 524288 64 0 272629760 0 0 0 0 268435584 0 0 0 0 256 0 0 4 0 0 0 0 0 0 0 0 0 64 0 0 4096 0 0 0 0 0 0 0 8 0 0 64 0 0 8192 268435456 1050632 0 0 0 1 262144 0 1 0 0 4 10240 1049088 0 0 0 0 33554432 10240 256 0 4194304 0 0 0 0 0 524288 131073 0 0 4 0 0 0 536870912 33554432 0 0 0 0 0 0 0 128 67152960 2 0 0 0 0 2 0 0 131072 0 32 8192 0 0 268435456 67108864 0 0 67108864 2048 0 134217730 0 0 2048 32 0 256 0 8372 0 4224 83888224 67108864 9280 16388 16908322 32 4
is_linear=0
shrinkage=0.04


Tree=303
num_leaves=31
num_cat=8
split_feature=7 12 6 1 4 7 1 2 8 15 13 2 2 12 3 2 4 4 2 4 2 2 5 2 2 3 2 2 2 2
split_gain=1.58233 1.727 1.33048 1.87467 1.84194 1.37493 1.43889 1.20156 1.19948 1.22447 1.39835 1.16698 1.06589 0.98255 0.899749 1.14238 0.81384 0.808414 0.777458 0.796751 0.802247 0.767331 0.745223 0.716005 0.665612 0.647075 1.06652 0.641591 0.747737 0.658603
threshold=0 1 2 2.5000000000000004 19000.000000000004 3 5.5000000000000009 41.500000000000007 4 5 6 2.5000000000000004 33.500000000000007 7 2011.5000000000002 122.50000000000001 2114435000.0000002 9330535000.0000019 2.5000000000000004 4350.0000000000009 10.500000000000002 34.500000000000007 3.5000000000000004 34.500000000000007 86.500000000000014 1975.5000000000002 65.500000000000014 22.500000000000004 15.500000000000002 10.500000000000002
decision_type=9 9 9 10 10 9 10 10 9 9 9 10 10 9 10 10 8 8 8 8 8 10 8 8 10 10 10 10 10 10
left_child=14 8 3 11 5 6 -5 18 22 10 12 -3 27 -4 15 17 -15 -1 -7 -20 -21 -22 -2 -12 25 26 -9 28 29 -10
right_child=1 2 13 4 -6 7 -8 24 9 -11 23 -13 -14 16 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00043603059907084687 -4.993978436452551e-05 4.7149717580907689e-06 1.551787464869392e-05 8.2249987398341782e-06 -0.00060553829088838996 6.7809968339105357e-06 4.0346090613105902e-05 -3.3623375520406288e-05 -6.8234585531001815e-05 -8.4220496636362436e-05 -1.7380694219681913e-06 0.0012044281147190006 -0.00021541208994641181 0.0019615779751648789 -0.0011668626965341744 -0.00082022455717176254 0.00011175272129094083 -9.1154619187250326e-06 6.2829782508870842e-05 -0.00033223112037212844 -2.9974854197547529e-05 -0.00025879542862632831 0.00039417873225154664 0.0003681397698181854 -3.1117740104988912e-05 0.00016454394232351177 0.00029303003985305055 8.6670231603704905e-05 -8.1931537124582129e-05 0.0001625239947149737
leaf_weight=59 28 43 266 153 27 52 52 49 77 387 150 50 85 30 28 34 246 246 39 144 206 25 79 117 107 26 32 33 32 29
leaf_count=59 28 43 266 153 27 52 52 49 77 387 150 50 85 30 28 34 246 246 39 144 206 25 79 117 107 26 32 33 32 29
internal_value=-0.000388813 -3.1068e-05 0.000808729 -5.90551e-05 -0.000613363 -0.000293454 0.0025 -0.00115774 -0.0013035 -0.00178067 -0.000486891 0.00531915 -0.00254682 0.00238698 -0.00280423 -0.00229412 0.00404181 -0.00150327 -0.00231263 -0.00289157 -0.00345745 -0.00198276 0.00254237 0.00151079 0.00130233 0.00351852 0.00170732 -0.000813953 -0.00201439 -0.000373832
internal_weight=2931 2564 1547 1005 912 885 205 680 1017 910 523 93 256 542 367 339 276 305 466 414 375 231 107 267 214 107 81 171 138 106
internal_count=2931 2564 1547 1005 912 885 205 680 1017 910 523 93 256 542 367 339 276 305 466 414 375 231 107 267 214 107 81 171 138 106
cat_boundaries=0 18 20 21 31 60 61 62 63
cat_threshold=16386 268435456 571473920 526336 34 134217794 0 268435456 0 134217744 32 256 0 0 0 0 1073741824 128 67258464 34 284 0 0 0 4 0 0 0 131072 2048 32 0 0 0 0 0 0 0 0 0 0 0 4 2048 0 0 0 0 0 0 0 0 0 4194304 0 0 16384 0 0 524288 203423744 2 17826050
is_linear=0
shrinkage=0.04


Tree=304
num_leaves=31
num_cat=11
split_feature=8 7 12 12 2 7 7 2 9 15 6 4 4 0 9 0 3 2 0 2 2 0 0 0 8 2 2 5 2 2
split_gain=2.44459 2.08216 1.81907 1.42277 1.67766 1.42549 1.31784 1.55094 1.20284 1.10725 1.32889 1.67931 1.40895 1.05839 1.02672 0.928121 1.40181 1.17673 1.20357 0.927841 1.3804 0.905995 0.893139 0.88707 0.849983 1.24061 0.890214 0.751255 0.720703 1.56992
threshold=0 1 2 3 3.5000000000000004 4 5 40.500000000000007 6 7 8 3550.0000000000005 31889.500000000004 42.710000000000008 9 35.850000000000009 2008.5000000000002 108.50000000000001 18.500000000000004 203.50000000000003 81.500000000000014 29.500000000000004 29.500000000000004 29.500000000000004 10 12.500000000000002 6.5000000000000009 1.5000000000000002 26.500000000000004 36.500000000000007
decision_type=9 9 9 9 8 9 9 8 9 9 9 8 8 10 9 10 8 10 10 10 8 10 10 10 9 10 8 8 8 8
left_child=2 13 -1 4 22 -6 7 21 -4 23 12 -12 -11 -2 -13 17 -17 18 -10 20 27 -5 -3 -7 -18 26 -26 -8 -16 -30
right_child=1 3 8 6 5 9 19 -9 15 10 11 14 -14 -15 28 16 24 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-1.9627154274317605e-05 -8.2880519463195419e-05 0.00011458504833569805 -1.5872555133285006e-05 1.78357597037504e-05 -9.6551031176943532e-05 8.0317923387767111e-05 0.00011717316349304951 0.0010688971042613815 7.148146659083921e-05 0.00318270433825095 -0.000579970139963919 8.3780353128730671e-05 1.5251690994126931e-05 -0.00032313191892736627 1.8571713885506825e-06 -3.6420937224832526e-05 4.4902570399010242e-05 0.00057051448795032657 -0.00051751418118755059 -0.00064893897408886409 4.141564471989767e-05 -0.00021067582121400363 3.6209286220199036e-05 3.6932175789665679e-05 0.00078605213338658333 0.00058838709822822471 -1.255924212582471e-05 -5.6296894613794283e-05 -0.00010119410645305749 -3.4954801989854902e-05
leaf_weight=135 158 37 111 40 108 48 41 39 27 32 25 115 232 50 115 34 114 26 33 65 174 64 63 70 32 58 28 665 28 158
leaf_count=135 158 37 111 40 108 48 41 39 27 32 25 115 232 50 115 34 114 26 33 65 174 64 63 70 32 58 28 665 28 158
internal_value=-0.00062201 -0.00120616 0.00164204 -0.000816901 0.00024952 -0.00027897 -0.00181984 0.00168831 0.002827 0.000311751 -0.000307263 -0.00163717 0.00189091 -0.00493151 -0.00105516 0.00396694 0.00524345 0.00045977 -0.00262295 -0.00236402 -0.00204313 -0.000761905 0.00514851 0.00372093 0.00635193 0.00868217 0.0052459 -0.00282885 -0.00224359 -0.00385027
internal_weight=2925 2327 598 2119 1031 931 1088 143 463 823 705 441 264 208 416 352 266 86 60 945 880 104 100 118 232 118 60 706 301 186
internal_count=2925 2327 598 2119 1031 931 1088 143 463 823 705 441 264 208 416 352 266 86 60 945 880 104 100 118 232 118 60 706 301 186
cat_boundaries=0 29 46 47 49 66 75 77 78 79 81 110
cat_threshold=268435456 2056 4 0 2147491840 0 0 0 0 32768 0 4 0 1536 268435456 0 0 0 4096 8192 256 524288 4194304 0 0 32768 64 0 524288 0 0 537919488 2097156 0 0 0 4194304 33554432 0 32 0 0 0 0 0 1073745920 67256416 1138946 2 2 0 67108864 0 0 0 0 536870912 65536 0 0 128 0 0 0 0 128 131072 1 0 0 0 0 0 536870912 67584 0 12288 2290089984 210 0 20484 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 4096 0 256 0 0 0 0 0 0 0 524288
is_linear=0
shrinkage=0.04


Tree=305
num_leaves=31
num_cat=14
split_feature=7 11 8 4 10 9 11 0 8 7 0 0 0 17 4 3 3 9 6 3 6 5 0 9 3 4 3 8 1 1
split_gain=2.67322 2.14687 1.5958 1.57951 1.17323 1.16515 1.3174 1.18871 0.994596 1.03355 0.891289 0.868659 0.834699 0.724104 0.802985 0.65724 0.598612 0.529758 0.804928 1.34994 0.651367 1.22026 1.42107 0.632314 1.08484 0.61286 0.597457 0.620331 0.622652 0.621654
threshold=0 1 2 8747595000.0000019 3 4 5 40.250000000000007 6 7 44.07500000000001 39.07500000000001 29.500000000000004 8 2867949500.0000005 2001.5000000000002 2001.5000000000002 9 10 2009.5000000000002 11 1.0000000180025095e-35 44.07500000000001 12 2012.5000000000002 925740000.00000012 2020.5000000000002 13 3.5000000000000004 2.5000000000000004
decision_type=9 9 9 8 9 9 9 10 9 9 10 10 10 9 8 8 10 9 9 10 9 10 10 9 8 8 8 9 10 10
left_child=5 12 3 -3 -4 7 16 11 10 -10 -6 -1 -2 14 -11 -15 -7 18 19 -17 25 22 23 -22 -25 -19 -26 28 -28 -29
right_child=1 2 4 -5 8 6 -8 -9 9 13 -12 -13 -14 15 -16 17 -18 20 -20 -21 21 -23 -24 24 26 -27 27 29 -30 -31
leaf_value=-2.1138227807782073e-06 -3.642811141645552e-05 -0.00076007250046323811 -0.00030045818958022606 -6.2004534192645628e-05 1.9791155050867816e-05 -1.1811449421799125e-05 0.00081621957411439185 -0.00061182599160829914 -0.00010819718436188453 0.00038104288978864533 4.8892228645556202e-05 8.0147975594258011e-05 -0.00015859974906710762 0.0001143246011248067 6.3731938192113086e-05 -0.0010109842283783622 0.0010676260511176495 -6.5016657546088653e-05 -2.046178747793448e-05 0.0024533916940821855 6.9639367659846129e-06 -0.00093434207732464355 0.00035493314244128271 -0.00083600437136581722 3.8383864813482662e-05 0.00017303487981191524 -0.00016025577949804415 9.4605879005840168e-05 3.669455027903723e-06 -7.5192969357651407e-05
leaf_weight=204 42 45 104 186 265 72 122 93 117 31 46 137 62 75 74 76 32 28 146 25 107 27 46 38 43 212 51 35 219 206
leaf_count=204 42 45 104 186 265 72 122 93 117 31 46 137 62 75 74 76 32 28 146 25 107 27 46 38 43 212 51 35 219 206
internal_value=-0.000620155 -0.00126025 -0.000976051 -0.00404959 -0.000595358 0.00160954 0.00388186 0.000359551 -0.000351438 -0.000765795 0.00167702 0.00146199 -0.0066087 -0.000455172 0.00258621 -0.000713755 0.000347826 -0.000936508 -0.00255814 -0.00517857 -0.000508309 -0.0010728 -0.00077748 -0.00122857 -0.00172471 0.0012749 -0.0012973 -0.00167969 -0.000284698 -0.00309524
internal_weight=2966 2306 2202 231 1971 660 226 434 1867 1556 311 341 104 1439 105 1334 104 1259 247 101 1012 772 745 699 592 240 554 511 270 241
internal_count=2966 2306 2202 231 1971 660 226 434 1867 1556 311 341 104 1439 105 1334 104 1259 247 101 1012 772 745 699 592 240 554 511 270 241
cat_boundaries=0 17 20 50 51 53 54 83 100 101 103 104 105 107 130
cat_threshold=268435458 17 1107296256 2105472 524322 134217728 131072 8192 0 134217728 0 0 0 0 67108864 32 4112 67108864 2148081696 2048 16 4 0 0 0 0 0 2147483648 0 0 0 131072 64 512 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 0 0 0 4096 5 1 10240 16388 1073741824 0 0 0 0 1 262144 0 0 32768 0 0 0 0 0 4096 0 0 4096 0 256 0 0 0 0 268468224 0 0 524288 131072 128 8192 524288 0 0 0 268435456 0 0 0 256 0 0 0 0 1073741824 6 1073742080 4132 196 194 1 16384 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=306
num_leaves=31
num_cat=8
split_feature=8 2 0 7 6 2 2 0 7 0 0 2 2 2 2 2 8 1 2 11 6 0 2 2 2 6 2 2 4 2
split_gain=2.19288 1.62917 2.01433 1.45713 1.07647 1.58482 2.46646 1.19572 1.00771 1.10348 0.992367 1.03091 1.05925 0.801962 0.78171 0.56769 0.482801 0.707957 0.562167 0.635689 0.729858 1.18689 0.855664 0.802118 0.868777 0.963434 0.940299 1.27683 0.759991 0.625358
threshold=0 103.50000000000001 42.710000000000008 1 2 25.500000000000004 12.500000000000002 40.250000000000007 3 44.07500000000001 35.250000000000007 21.500000000000004 11.500000000000002 13.500000000000002 182.50000000000003 2930.0000000000005 4 5.5000000000000009 1269.0000000000002 5 6 35.600000000000009 6.5000000000000009 187.50000000000003 48.500000000000007 7 27.500000000000004 10.500000000000002 2772799500.0000005 41.500000000000007
decision_type=9 10 10 9 9 10 8 10 9 8 10 10 10 10 10 10 9 8 8 9 9 8 10 10 10 9 10 10 10 10
left_child=1 2 10 4 7 6 -6 13 9 -5 -1 12 -12 -2 -3 16 17 -10 19 -18 28 -22 -23 24 25 -24 27 -27 29 -21
right_child=3 14 -4 8 5 -7 -8 -9 15 -11 11 -13 -14 -15 -16 -17 18 -19 -20 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00013398202602360243 0.00022311145696434664 0.0022814208490504486 -0.00066126341690527109 -7.9312994565512441e-05 -0.00040311160178291061 -0.00037475883318116132 0.0015675822429144404 -6.1284377450583353e-05 2.158714175315879e-05 0.0002885354370685178 -1.6780355994683305e-05 -0.00011525430543272819 0.00039868879417685575 0.0024704002226649635 -3.82558791233123e-05 -0.00051198203141783699 -0.00019651483064315301 0.0012267050762146071 0.00010119342186229119 -3.6526173060025257e-06 0.00062380909253846541 -0.00020416896337913215 -5.6591158896317498e-05 -0.00029223511205056952 0.0006437206839668264 -0.00011093163530894401 -0.00067932875894719305 0.0009871702054588382 0.00034465875284475091 -3.8035585149245319e-05
leaf_weight=45 47 25 29 183 51 30 33 36 74 26 50 49 32 29 40 26 114 30 202 770 61 143 146 34 80 44 25 78 37 372
leaf_count=45 47 25 29 183 51 30 33 36 74 26 50 49 32 29 40 26 114 30 202 770 61 143 146 34 80 44 25 78 37 372
internal_value=-0.000482665 -0.00384342 -0.00572816 -0.000126771 0.0028692 0 0.00282353 0.00552846 -0.000415309 -0.003 -0.0040678 -0.00227273 0.000481928 0.00883117 0.00151515 -0.000160214 -9.04568e-05 0.00243478 -0.000226736 -0.000440945 -0.000244309 0.000868167 0.000290381 0.00122549 0.00176471 0.000748299 0.00291139 0.00455285 -0.000823529 -0.00101487
internal_weight=2941 270 205 2671 226 114 84 112 2445 209 176 131 82 76 65 2236 2210 104 2106 1904 1790 611 550 407 373 293 147 122 1179 1142
internal_count=2941 270 205 2671 226 114 84 112 2445 209 176 131 82 76 65 2236 2210 104 2106 1904 1790 611 550 407 373 293 147 122 1179 1142
cat_boundaries=0 27 43 44 55 81 84 85 86
cat_threshold=1342177296 0 0 0 0 1 0 2147483648 0 0 0 0 2112 1048576 0 0 0 0 0 0 2147483648 0 4194304 0 0 0 64 268435459 1 1073741824 512 0 8192 0 536879104 0 134225920 8192 0 0 0 0 32 146 0 0 603987968 524292 32 134217730 33554432 0 0 0 32768 0 2048 0 0 0 0 0 0 1 0 0 2048 0 0 0 0 0 0 0 10240 0 0 0 0 0 49152 32768 0 524288 392 6
is_linear=0
shrinkage=0.04


Tree=307
num_leaves=31
num_cat=4
split_feature=8 7 7 2 2 3 0 2 1 9 4 0 2 0 2 0 2 4 2 2 1 2 2 2 3 2 2 0 2 2
split_gain=2.18966 3.24568 1.14886 1.55067 1.29649 1.13856 0.937964 0.826917 0.820647 0.90374 1.40731 1.38187 1.57097 0.924428 0.904645 0.885906 0.865271 0.85958 0.865045 1.16929 0.808773 0.780854 0.882799 1.64376 0.743081 1.0124 0.727818 0.825969 0.749382 0.707588
threshold=0 1 2 4.5000000000000009 510.50000000000006 2009.5000000000002 40.675000000000004 49.500000000000007 4.5000000000000009 3 561120000.00000012 33.175000000000004 3.5000000000000004 43.675000000000004 2.5000000000000004 40.250000000000007 43.500000000000007 6050.0000000000009 7.5000000000000009 13.500000000000002 4.5000000000000009 24.500000000000004 9.5000000000000018 13.500000000000002 2001.5000000000002 79.500000000000014 42.500000000000007 10.500000000000002 30.500000000000004 15.500000000000002
decision_type=9 9 9 8 8 10 10 10 8 9 10 10 10 10 10 10 10 8 10 10 10 10 10 10 10 10 10 10 8 10
left_child=20 6 3 -3 5 7 -2 -5 -4 14 11 -11 13 -13 -10 17 21 -16 -19 -20 26 22 -14 -24 25 -18 28 -28 -1 -25
right_child=1 2 8 4 -6 -7 -8 -9 9 10 -12 12 16 -15 15 -17 24 18 19 -21 -22 -23 23 29 -26 -27 27 -29 -30 -31
leaf_value=-5.0592748220950061e-05 -3.5394252360205771e-05 -0.0013589751044079891 0.00059658726153436707 7.2799158992964416e-05 -7.4180716568115199e-05 -1.9817956468486387e-05 -0.00039346027899885174 0.0012674800275203424 -0.00022756992836484358 -0.00055956403752912111 -0.0002888127209949687 0.00092934979188783015 -0.00061523707853893938 -0.00016131330203954521 -0.00034342790535411892 -3.7833651803325094e-05 0.0010298454100694699 0.0018268630323269974 -0.00020060625887452943 0.00047487778752781652 1.0684651922971965e-05 -0.00084405999785168721 0.00042402781014342142 -0.0011835821075086984 0.00052123928548375887 -0.00022023665880560372 -8.2727576757086747e-05 -0.00064380675317838871 0.00027297200816040146 -4.3675382941898992e-06
leaf_weight=83 453 25 35 75 38 29 50 52 43 70 52 107 100 41 43 58 25 49 45 154 907 50 52 29 36 65 36 26 48 48
leaf_count=83 453 25 35 75 38 29 50 52 43 70 52 107 100 41 43 58 25 49 45 154 907 50 52 29 36 65 36 26 48 48
internal_value=-0.000615385 -0.00146049 -0.000405405 0.00217391 0.00348718 0.00509554 -0.00416342 0.00671875 -0.000934412 -0.00114232 -0.00201166 -0.00150641 -0.000830325 0.00268456 0.000397022 0.00108571 -0.00211823 0.0019863 0.00289157 0.0017 0.000792079 -0.00335714 -0.00234783 -0.000153846 0.000629921 -0.00131868 -0.00154639 -0.00507937 0.000151515 -0.00384615
internal_weight=2924 1824 1321 219 194 156 503 127 1102 1067 675 623 553 148 392 349 405 291 248 199 1100 279 229 129 126 90 193 62 131 77
internal_count=2924 1824 1321 219 194 156 503 127 1102 1067 675 623 553 148 392 349 405 291 248 199 1100 279 229 129 126 90 193 62 131 77
cat_boundaries=0 30 48 65 67
cat_threshold=1073741824 1050628 4 134217728 2147483648 0 262144 0 1 32768 0 131072 8192 512 0 0 0 0 0 2048 256 0 16777216 0 0 1073774592 4 0 524416 8192 2 16 537927680 526848 0 134217728 131072 131072 33622016 134217760 32 256 128 0 0 0 1073741824 128 0 129 1073741824 2097156 524288 0 0 8192 0 8192 0 0 0 0 0 32 16 1073741824 20612
is_linear=0
shrinkage=0.04


Tree=308
num_leaves=31
num_cat=10
split_feature=7 7 1 12 2 2 0 1 8 0 1 2 11 9 0 2 0 12 2 12 3 2 13 2 2 2 0 12 2 2
split_gain=3.14335 2.15422 1.66826 1.14982 1.08818 1.16324 1.02414 1.12441 0.949273 2.10238 2.00433 1.36081 1.74357 1.49312 1.88005 1.16663 1.16041 1.0736 0.896834 0.870397 0.834361 0.823997 0.730485 1.05633 0.729011 1.28597 0.61285 0.755695 0.62872 0.602861
threshold=0 1 4.5000000000000009 2 46.500000000000007 22.500000000000004 39.07500000000001 5.5000000000000009 3 43.675000000000004 5.5000000000000009 11.500000000000002 4 5 46.250000000000007 9.5000000000000018 18.500000000000004 6 7.5000000000000009 7 2020.5000000000002 4.5000000000000009 8 3.5000000000000004 84.500000000000014 34.500000000000007 40.250000000000007 9 7.5000000000000009 10.500000000000002
decision_type=9 9 8 9 8 10 10 10 9 10 10 10 9 9 8 10 10 9 10 9 8 10 9 10 10 10 10 9 8 10
left_child=2 4 -1 22 5 -2 -5 18 9 10 16 13 17 -10 15 19 -3 -13 -8 21 -21 -15 -4 -24 25 -19 27 28 -22 -18
right_child=1 8 3 6 -6 -7 7 -9 11 -11 -12 12 -14 14 -16 -17 29 24 -20 20 26 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00047632712507457599 8.4321839763923379e-05 0.0001922251757165583 -8.0651500747705993e-05 -0.00021420314573372679 7.3416908331935814e-06 0.00041749256900814658 -0.00046615475206142066 0.00071978647625662976 -0.00018621185409465113 0.00011520933714194826 -0.00022459006838595032 2.184214876269408e-05 -4.9561469920078594e-05 0.00087156300105448278 -0.00015085139946886984 0.00031010629752849185 -2.9642510050464922e-05 4.5947975532811823e-06 -0.00010506223180819064 -0.00067257619173091145 2.8714103714477803e-06 1.5114475384194748e-05 -0.00080407213032742677 3.2511397950365505e-05 0.0017251407423117726 -0.00012736630959029328 0.0040291737335189735 6.8288732773353898e-05 -0.0007252455534519697 3.7398648441850925e-05
leaf_weight=29 108 25 116 86 92 30 26 25 127 33 37 114 790 87 44 79 63 81 167 27 70 64 25 122 34 120 27 125 41 122
leaf_count=29 108 25 116 86 92 30 26 25 127 33 37 114 790 87 44 79 63 81 167 27 70 64 25 122 34 120 27 125 41 122
internal_value=-0.000599251 6.80561e-05 -0.0031631 -0.00369718 0.00365145 0.00604317 -0.00533333 -0.00401826 -0.000339463 0.00178694 0.000564516 -0.000673547 -0.00152632 0.000722543 0.0016 0.00230326 0.00208531 0.000833333 -0.00505155 0.00149321 0.00013289 0.00382716 -0.00153285 0.000379747 -0.000731707 -0.00168317 0.000833333 0.000168776 -0.00213115 0.000967742
internal_weight=2936 2340 596 567 230 138 304 218 2110 280 247 1830 1139 691 564 520 210 349 193 441 290 151 263 147 235 201 263 236 111 185
internal_count=2936 2340 596 567 230 138 304 218 2110 280 247 1830 1139 691 564 520 210 349 193 441 290 151 263 147 235 201 263 236 111 185
cat_boundaries=0 18 33 35 58 60 62 63 64 65 67
cat_threshold=0 268435472 33554432 526340 524320 134217794 0 541065216 33556480 536870944 32 256 268435456 0 0 32 1073741968 896 268435456 128 1610874880 8192 2 2048 0 0 0 0 8192 2097152 67108864 0 67108864 17924160 34 0 1048580 4 0 2147549184 1 0 0 0 0 0 4 0 0 0 0 0 0 4096 0 256 0 4194304 32 512 0 16388 16843872 40962 2 84224 32
is_linear=0
shrinkage=0.04


Tree=309
num_leaves=31
num_cat=7
split_feature=8 8 0 3 2 2 3 3 0 11 4 2 2 2 1 11 2 3 18 8 3 2 2 2 1 2 2 2 8 2
split_gain=2.95865 1.56606 2.8716 1.07901 1.02367 1.74954 1.91782 0.934264 0.920825 0.915181 1.30813 0.80467 1.28982 0.980271 0.765616 0.747369 0.845628 0.70915 0.845579 0.702193 0.674897 0.668815 1.20971 0.781682 0.730665 0.677724 0.612805 0.591183 0.876223 2.53243
threshold=0 1 36.400000000000006 2001.5000000000002 11.500000000000002 6.5000000000000009 2017.5000000000002 2016.5000000000002 9.5000000000000018 2 625.00000000000011 7.5000000000000009 10.500000000000002 15.500000000000002 3.5000000000000004 3 49.500000000000007 2013.5000000000002 4 5 2019.5000000000002 141.50000000000003 77.500000000000014 14.500000000000002 4.5000000000000009 20.500000000000004 9.5000000000000018 898.00000000000011 6 63.500000000000007
decision_type=9 9 10 8 8 10 10 8 10 9 8 10 10 10 8 9 10 8 9 9 10 10 10 10 10 10 10 10 9 8
left_child=3 2 -2 -1 5 7 17 -3 -5 10 -9 -10 -13 -14 -6 16 -15 -7 -19 21 27 22 23 24 -16 -25 -20 28 29 -21
right_child=1 4 -4 8 14 6 -8 9 11 -11 -12 12 13 15 19 -17 -18 18 26 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.000247205826570287 8.3598437100604878e-05 -0.00072832760677989941 -0.00063707265996239216 -9.1379511511533454e-05 0.00051599013497067854 -8.5895310760975008e-05 -0.00012224857748883267 -0.0011028747530564687 8.3586278505052295e-05 -7.4778938396171676e-05 0.00064900769959578501 -7.6085637812113306e-05 3.7441233975954445e-05 -3.2613633661426893e-05 0.00014639259374582992 9.2502672276850718e-06 2.4372498112370523e-05 -9.4875132507610267e-06 8.996756674822138e-05 -1.6233364167135278e-05 -0.00060792759989542595 0.00054934107298734605 -0.0016126777171584904 0.00011976034578268014 -0.00056273405854376788 5.733719601895615e-05 0.00056949136453006584 -0.00067408608413352053 -2.1875272219986641e-05 -0.00016867464959389623
leaf_weight=38 29 25 80 91 36 31 29 25 159 118 149 74 80 101 33 319 60 25 70 90 30 27 27 26 28 62 65 49 913 35
leaf_count=38 29 25 80 91 36 31 29 25 159 118 149 74 80 101 33 319 60 25 70 90 30 27 27 26 28 62 65 49 913 35
internal_value=-0.000191453 -0.00105315 -0.0055 0.00167203 -0.000766807 0.00070632 0.00343891 -0.00119497 0.00140113 -0.000546075 0.0012973 0.00183879 0.00119685 0.00185383 -0.00135593 0.00116424 -0.00104651 0.00489583 0.00596273 -0.001514 -0.00189716 0.000654206 -0.000225989 0.0012 -0.00225806 0.00359551 0.00720588 -0.00174632 -0.00153994 -0.00455882
internal_weight=2924 2002 109 922 1893 537 220 317 884 292 174 793 634 560 1356 480 161 191 160 1320 1117 203 176 149 61 88 135 1087 1038 125
internal_count=2924 2002 109 922 1893 537 220 317 884 292 174 793 634 560 1356 480 161 191 160 1320 1117 203 176 149 61 88 135 1087 1038 125
cat_boundaries=0 26 56 57 59 60 87 116
cat_threshold=0 2052 0 134217728 65536 0 262144 0 0 0 0 4 0 0 0 0 0 0 4096 2048 256 524288 16777216 8 0 268435456 268435456 0 4 0 0 0 0 2147483648 0 0 0 33554432 64 0 268435456 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 4 16388 1024 4 0 0 0 0 0 1 0 0 1 0 0 2048 0 1049088 0 0 0 0 0 0 2147483648 0 0 0 0 16384 64 16 8 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 524288
is_linear=0
shrinkage=0.04


Tree=310
num_leaves=31
num_cat=6
split_feature=8 0 5 8 0 0 0 2 9 4 2 4 0 9 4 11 3 2 2 2 6 3 2 2 2 0 2 2 0 0
split_gain=2.52303 1.15515 1.39327 1.02813 1.85983 1.46867 1.23177 1.03172 1.0029 0.845408 0.880738 0.829143 0.866512 0.765356 1.3739 0.981752 1.44814 1.4005 1.1245 2.71653 0.968455 1.57953 0.945271 0.921802 0.85021 0.791385 1.41154 1.25954 0.947438 0.737101
threshold=0 32.500000000000007 1.5000000000000002 1 10.500000000000002 48.175000000000004 51.32500000000001 478.50000000000006 2 26121510000.000004 67.500000000000014 5544455000.000001 40.250000000000007 3 4350.0000000000009 4 2010.5000000000002 8.5000000000000018 4.5000000000000009 11.500000000000002 5 2010.5000000000002 7.5000000000000009 22.500000000000004 332.00000000000006 39.07500000000001 56.500000000000007 57.500000000000007 16.750000000000004 44.07500000000001
decision_type=9 10 8 9 10 10 10 10 9 8 10 8 10 9 10 9 10 10 10 10 9 8 10 10 10 10 10 10 10 10
left_child=1 -1 -3 4 -2 13 7 8 -6 -4 -11 12 -10 15 -15 17 18 29 -17 22 -19 -22 -20 -21 25 27 -27 28 -25 -5
right_child=3 2 9 5 6 -7 -8 -9 11 10 -12 -13 -14 14 -16 16 -18 20 19 23 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=4.1887755129010883e-05 -0.00013013704520361101 -0.00074459816618158928 -0.00011891538544333003 -4.4054879463431011e-05 -0.00013703532372645101 -0.00013180680453011461 0.00015406191670813029 0.00042389137844267566 1.5009515101880312e-05 -2.2631620107631535e-05 -0.00011547447947059197 1.4758045154295018e-05 -2.8840360220598882e-05 0.00040547657621210932 -0.0020235654728876541 -0.00013206607192174148 -0.00018024359125625721 -0.00045835978010543954 7.5644652362854e-05 -5.1857167240640934e-05 0.0010773707674169941 -0.00010384303146054209 0.00058155809583119837 0.00047394502642784887 -0.0002680633432633428 1.9794070200660484e-05 0.0010927938933835435 -0.00024752883176240917 -6.729348412193303e-07 0.0014840282396345829
leaf_weight=91 104 29 32 125 107 61 25 26 72 223 65 749 32 296 26 126 43 144 35 78 45 129 37 30 58 37 35 38 35 25
leaf_count=91 104 29 32 125 107 61 25 26 72 223 65 749 32 296 26 126 43 144 35 78 45 129 37 30 58 37 35 38 35 25
internal_value=-0.000527205 -0.0032816 -0.0044 -3.16331e-05 0.000870337 -0.000749646 0.00140316 0.00117528 0.000957336 -0.00361371 -0.00290657 0.00141204 -0.00190476 -0.000476545 0.0012012 -0.00100873 0.000142096 -0.0023382 0.000745098 0.00182292 -0.00388715 -0.00151351 0.00876712 0.000192308 0.00145299 0.00284091 0.0060274 0.000576923 0.00393939 0.000794702
internal_weight=2958 440 349 2518 1115 1403 1011 986 960 320 288 853 104 1342 322 1020 552 468 509 383 318 174 72 311 233 175 72 103 65 150
internal_count=2958 440 349 2518 1115 1403 1011 986 960 320 288 853 104 1342 322 1020 552 468 509 383 318 174 72 311 233 175 72 103 65 150
cat_boundaries=0 30 59 61 63 64 65
cat_threshold=0 10 0 0 0 0 524288 2147483648 0 0 0 2304 10240 0 0 4096 0 0 33554432 0 2147483648 0 0 0 0 1073758208 64 0 524288 12288 268435456 2052 4 0 0 0 262144 0 0 0 0 131076 0 1049088 0 0 0 0 0 2048 256 524288 20971520 0 0 268435456 0 0 128 257 8240 257 22532 67108868 140
is_linear=0
shrinkage=0.04


Tree=311
num_leaves=31
num_cat=8
split_feature=8 12 8 2 15 3 0 8 0 6 2 4 2 2 2 2 1 3 1 0 18 0 4 2 2 4 4 2 5 12
split_gain=3.40327 1.88732 1.4316 1.40346 1.46041 1.17142 1.13229 1.01426 1.14395 0.960008 1.55877 0.9558 0.896332 0.814109 1.49679 0.764745 0.753122 0.728949 0.677008 1.52087 0.75964 0.73151 2.1423 0.651813 0.641671 0.566639 0.555842 0.699883 0.483411 0.432961
threshold=0 1 2 60.500000000000007 3 2016.5000000000002 35.250000000000007 4 44.07500000000001 5 59.500000000000007 55065260000.000008 151.50000000000003 10.500000000000002 8.5000000000000018 105.50000000000001 4.5000000000000009 2004.5000000000002 1.5000000000000002 35.850000000000009 6 47.750000000000007 972430000.00000012 108.50000000000001 10.500000000000002 215.00000000000003 850.00000000000011 24.500000000000004 2.5000000000000004 7
decision_type=9 9 9 10 9 8 10 9 10 9 10 8 10 10 10 10 10 10 10 10 9 8 10 8 10 8 10 10 10 9
left_child=1 9 6 7 5 17 -2 8 13 10 -1 12 -6 14 -4 -13 -3 -5 19 -9 -21 22 25 -8 -23 -20 27 -15 29 -27
right_child=2 16 3 4 11 -7 23 18 -10 -11 -12 15 -14 26 -16 -17 -18 -19 21 20 -22 24 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-7.3329143448361834e-05 2.9516784760623696e-05 -8.5899316908069067e-05 5.8085752238383749e-05 -4.2486263673993107e-05 -0.00020174759048021684 2.2629483912517401e-05 -0.00027287243518216544 0.00089343648180133077 5.6854881909487178e-05 2.274447469648777e-05 9.9482054681878648e-05 -0.00010099046283226442 0.00023797974168431326 0.0014241544499579816 -0.00025769622302785678 -0.00028894483712335275 6.6931731134367567e-05 -0.00015320507065951007 -0.00014672505131365198 0.00013672022995226741 -0.00031874071470021191 -3.8357405394862098e-06 -0.0010967211704810608 -3.8994427754985851e-05 6.7609047532357644e-05 -3.280444230384205e-05 0.00033250935178550381 -0.00012621733786129851 -0.00026118892553924413 -4.2059302209906949e-07
leaf_weight=68 30 39 117 43 40 154 155 36 35 110 36 64 33 39 30 72 232 31 47 74 36 49 42 33 31 557 25 42 29 634
leaf_count=68 30 39 117 43 40 154 155 36 35 110 36 64 33 39 30 72 232 31 47 74 36 49 42 33 31 557 25 42 29 634
internal_value=-0.000735493 0.00229839 -0.00133387 -0.00102158 -0.00305936 -0.000669456 -0.00436681 -0.000537281 0.00160535 -0.000533333 -0.00313043 -0.00536364 -0.00189189 0.000708661 -0.00121622 -0.00759124 0.00446809 -0.0048 -0.000944373 0.00163265 -0.000720721 -0.00122302 -0.00145038 -0.00571429 0.00246914 -0.00115142 0.00336449 0.00170732 -0.000982801 -0.000855705
internal_weight=2963 485 2478 2260 437 228 218 1823 288 214 104 209 73 253 147 136 271 74 1535 146 110 1389 1309 188 80 1267 106 81 1220 1191
internal_count=2963 485 2478 2260 437 228 218 1823 288 214 104 209 73 253 147 136 271 74 1535 146 110 1389 1309 188 80 1267 106 81 1220 1191
cat_boundaries=0 26 27 57 58 74 75 76 78
cat_threshold=268435456 2052 0 0 3221233664 0 0 2147483648 0 0 0 0 0 1049600 0 0 0 0 0 10240 384 0 4194304 0 0 49152 68340738 16 0 0 0 0 1 0 0 0 0 0 33554432 2112 0 0 0 0 0 33554432 0 2147483648 0 0 8 0 0 64 0 524288 4096 201326592 0 8 0 0 0 0 262144 0 1 32768 0 4 0 0 0 4096 136 4 16802818 34
is_linear=0
shrinkage=0.04


Tree=312
num_leaves=31
num_cat=12
split_feature=7 10 7 8 2 7 12 11 4 2 12 12 2 2 12 2 2 2 2 2 2 1 2 2 2 2 2 18 1 11
split_gain=2.50679 1.74311 2.00276 2.37945 1.39805 1.36282 1.43199 1.24596 1.22282 1.45173 1.19072 1.0773 0.911921 0.782599 0.78092 1.50078 1.42877 0.972499 0.893993 0.722991 0.695101 0.647732 0.574517 0.569779 0.569543 0.941881 0.54559 0.523747 0.517346 0.732743
threshold=0 1 2 3 10.500000000000002 4 5 6 199.50000000000003 155.00000000000003 7 8 22.500000000000004 99.000000000000014 9 26.500000000000004 22.500000000000004 17.500000000000004 16.500000000000004 119.00000000000001 3.5000000000000004 5.5000000000000009 24.500000000000004 31.500000000000004 58.500000000000007 44.500000000000007 30.500000000000004 10 1.5000000000000002 11
decision_type=9 9 9 9 8 9 9 9 10 10 9 9 8 10 9 10 8 10 10 8 10 10 10 10 10 10 8 9 10 9
left_child=-1 4 10 14 -2 11 7 22 9 19 12 20 -3 21 18 16 17 -16 -4 24 -5 -12 -7 -9 25 28 -14 -10 -8 -30
right_child=1 2 3 5 -6 6 8 23 27 -11 13 -13 26 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00027262580548637061 -1.1932210416816248e-05 -5.8467447403245387e-05 3.7314900407707794e-05 -0.00023475244038515086 0.00042604737901129396 0.00036497772212456425 0.00096909040006785572 -4.3515051408888898e-05 -0.0001203998331999756 -0.00098668751150441389 4.1030234041343758e-05 -3.8749738053347473e-05 3.0611902671680013e-05 -2.0376320220805157e-05 6.3218640669049362e-07 9.7763339081886612e-05 -0.00056253787721466614 0.00010002690398788872 -8.6740927300752447e-05 0.00014891153892310883 -0.00018976798850232513 6.293558820821943e-05 3.5096552535733852e-05 4.39379408674867e-05 -0.0001208919448821888 0.00073938256212951364 1.8835777510162189e-06 3.2070189054991263e-05 -5.8638657037803908e-05 -9.5490114306429064e-05
leaf_weight=218 40 91 81 27 98 76 28 98 56 43 240 148 27 42 127 138 25 28 88 86 89 59 35 48 91 46 111 83 457 127
leaf_count=218 40 91 81 27 98 76 28 98 56 43 240 148 27 42 127 138 25 28 88 86 89 59 35 48 91 46 111 83 457 127
internal_value=-0.00052168 -0.000182216 -0.000422103 -0.00101179 0.00402685 -0.00178179 -0.00121401 0.00141791 -0.00188716 -0.00245734 0.00165232 -0.00436364 -0.000583333 0.003125 0.00140562 0.00255319 0.000220994 0.00166667 -0.000777778 -0.00208134 -0.00724409 0.00393333 0.00442623 -0.00101911 -0.00248 -0.00206373 0.00143885 0.00157143 -0.00247961 -0.00273504
internal_weight=2951 2733 2595 2025 138 1538 1274 257 1017 878 570 264 229 341 487 318 180 155 169 835 116 299 111 146 749 658 138 139 612 584
internal_count=2951 2733 2595 2025 138 1538 1274 257 1017 878 570 264 229 341 487 318 180 155 169 835 116 299 111 146 749 658 138 139 612 584
cat_boundaries=0 18 19 36 59 76 77 78 80 82 83 84 86
cat_threshold=131072 268435457 1048576 0 524288 2 0 4194304 0 134217728 0 256 0 0 0 32 16 384 48 268435456 16 1141112832 2097152 2 0 0 139264 0 8224 40960 0 0 268435456 67108864 0 1073741824 1342177296 2052 0 134217728 2147483648 0 262144 2147483648 0 0 0 131072 0 0 0 0 0 0 4096 2048 384 0 4194304 0 128 536870912 524292 32 134217728 0 0 2048 0 32 0 0 0 0 0 4096 68239360 32772 84033632 32 106560 32 1196066 4 36 2147483648
is_linear=0
shrinkage=0.04


Tree=313
num_leaves=31
num_cat=9
split_feature=7 7 3 12 3 12 2 0 2 2 12 2 2 3 2 0 6 7 2 2 13 2 4 12 0 0 0 2 2 2
split_gain=3.85773 1.9795 1.09163 0.910314 0.80158 0.795583 1.2648 0.779152 0.948223 1.01818 0.702955 0.949192 1.71031 1.46053 0.946021 0.878367 0.872199 0.931139 0.767985 0.710051 0.697826 0.686048 0.757634 0.720341 0.899877 1.27721 1.09778 0.957566 0.670848 0.655624
threshold=0 1 2008.5000000000002 2 2004.5000000000002 3 17.500000000000004 29.500000000000004 61.500000000000007 108.50000000000001 4 6.5000000000000009 8.5000000000000018 2014.5000000000002 1.5000000000000002 14.500000000000002 5 6 7.5000000000000009 1.5000000000000002 7 10.500000000000002 31889.500000000004 8 39.07500000000001 21.500000000000004 40.675000000000004 54.500000000000007 37.500000000000007 10.500000000000002
decision_type=9 9 8 9 10 9 8 10 10 10 9 8 8 10 10 8 9 9 8 10 9 8 10 9 8 10 10 8 10 8
left_child=3 5 4 -1 -3 6 -2 -7 -9 -10 15 14 -13 20 -12 28 -17 -18 19 -19 29 -20 23 24 25 -23 27 -26 -4 -14
right_child=1 2 10 -5 -6 7 -8 8 9 -11 11 12 13 -15 -16 16 17 18 21 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-5.860119795926266e-06 -0.00027769257146118773 -1.7732626524562535e-05 -0.00055750164846763545 8.5603657418360514e-05 -0.00035907468927163675 -6.195278343028576e-06 9.7801996713471341e-05 -0.00014461532450003035 -0.0019611690824132212 -3.739794716032918e-05 6.6435838875840154e-05 0.00042066704743454864 -5.6128749507138308e-05 -0.00014119026182580542 -9.1670509734171899e-05 -0.00013314055122940261 -3.0703642976419585e-05 -1.5748351942264095e-05 -0.00010683932933432061 0.0010055480384990646 2.5637783373753109e-05 1.4257555272010336e-05 -0.00048955536595919114 5.1991770032913109e-05 9.2543814373158283e-06 -0.00012778603380013466 -0.00018337754697228092 0.0010070888090554675 -4.8841479893049211e-05 3.3415184244134368e-06
leaf_weight=104 39 139 40 287 45 62 83 228 29 32 34 27 31 42 123 179 139 26 59 122 296 31 49 187 73 28 31 32 34 304
leaf_count=104 39 139 40 287 45 62 83 228 29 32 34 27 31 42 123 179 139 26 59 122 296 31 49 187 73 28 31 32 34 304
internal_value=-0.000715259 -0.00128376 -0.000739673 0.00293532 -0.00367568 -0.00359504 -0.000601504 -0.00458564 -0.00558621 -0.01 -0.000455508 0.000391705 0.0010271 0.000623145 -0.00240506 -0.00115274 -0.000835946 -0.000228426 0.000431433 0.00295302 0.00110759 -0.000325866 0.000231481 0.000835509 -0.000873786 -0.005 0.000875912 0.00283019 -0.00533333 -0.00017341
internal_weight=2935 2544 2071 391 184 473 122 351 289 61 1887 857 700 673 157 1030 956 777 638 148 631 490 431 382 195 59 136 105 74 335
internal_count=2935 2544 2071 391 184 473 122 351 289 61 1887 857 700 673 157 1030 956 777 638 148 631 490 431 382 195 59 136 105 74 335
cat_boundaries=0 17 35 37 38 40 41 49 50 51
cat_threshold=268435456 16 33554432 10244 0 2050 4194304 8192 33556480 8208 8192 2097216 0 0 0 0 128 16386 0 1141899264 2621440 32 64 0 805306368 0 671088672 0 256 128 0 0 32 4096 896 147520 34 33088 67192866 32 6 0 128 0 0 2 0 0 131072 10 67125282
is_linear=0
shrinkage=0.04


Tree=314
num_leaves=31
num_cat=11
split_feature=7 8 12 7 2 12 0 1 2 3 0 6 0 0 2 0 2 8 2 2 0 2 13 12 6 3 2 0 12 0
split_gain=2.46446 2.0842 2.35487 1.88927 1.73396 1.24295 1.16541 1.05583 0.883837 0.831007 0.771222 0.698812 1.18911 0.689659 0.679202 0.638034 0.609602 0.583359 0.669516 0.919236 0.899987 0.828108 0.594469 1.48823 1.08939 1.34488 1.02451 1.07643 0.94102 0.903164
threshold=0 1 2 3 4.5000000000000009 4 39.07500000000001 5.5000000000000009 69.500000000000014 2001.5000000000002 42.250000000000007 5 23.500000000000004 10.500000000000002 57.500000000000007 42.710000000000008 17.500000000000004 6 70.500000000000014 95.500000000000014 35.600000000000009 64.500000000000014 7 8 9 2009.5000000000002 11.500000000000002 38.20000000000001 10 30.500000000000004
decision_type=9 9 9 9 10 9 10 10 10 8 10 9 8 10 10 10 8 9 10 10 10 8 9 9 9 10 10 10 9 8
left_child=7 2 6 10 -4 9 -2 -1 -8 -5 14 13 -13 -11 16 -6 -3 -7 21 -20 -21 22 24 29 25 28 -25 -28 -19 -24
right_child=1 3 4 5 15 17 8 -9 -10 11 -12 12 -14 -15 -16 -17 -18 18 19 20 -22 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=0.00014187822254598358 -0.00015431037012877624 -0.0001392523679315616 -0.00050002303238144924 0.00029758117393214434 7.2777389372902232e-05 4.7847883001388429e-05 2.468553200042578e-05 0.0010884763176232327 -0.00029174165370577043 -9.3276707907321568e-05 -0.00028880458363467199 0.00012711991509068099 -0.00011955578236619858 -4.6067425201812282e-06 -0.00014726512814014825 4.9917331988531545e-05 5.3876741496594609e-07 -4.7858939551410632e-05 -8.989027832456032e-05 -7.5432175914613706e-05 0.00026613295996916973 0.00012606734312178958 -0.00016070916675559488 0.00035031522932680307 -0.0002127396732998932 0.0025121301264212905 0.0014687506103567215 -0.00036514856934790176 2.8401362677854537e-05 2.4783514054149691e-06
leaf_weight=183 36 77 41 35 137 108 144 31 38 40 43 30 330 305 27 38 69 114 62 46 98 109 29 32 305 32 41 44 102 205
leaf_count=183 36 77 41 35 137 108 144 31 38 40 43 30 330 305 27 38 69 114 62 46 98 109 29 32 305 32 41 44 102 205
internal_value=-0.000293315 -0.000623167 0.00188764 -0.00110724 0.00475771 -0.000721848 -0.00104803 0.00373333 0.000218579 -0.00202397 -0.0045815 -0.00235127 -0.00355795 -0.000955056 -0.00356322 0.00670455 -0.00244898 1.49477e-05 -0.000243902 -0.00231884 -0.000551724 0.000177515 -0.000220994 0.00104972 -0.00102837 0.000926641 0.00453125 0.00255814 -0.000184332 -0.000816327
internal_weight=2931 2717 434 2283 216 2067 218 214 182 740 216 705 360 345 173 175 146 1327 1219 206 144 1013 904 351 553 248 117 85 216 234
internal_count=2931 2717 434 2283 216 2067 218 214 182 740 216 705 360 345 173 175 146 1327 1219 206 144 1013 904 351 553 248 117 85 216 234
cat_boundaries=0 14 43 45 63 65 66 96 97 98 99 100
cat_threshold=268451840 1 67108864 8192 32 8194 0 8192 0 0 0 0 0 268435456 268435456 0 4 0 0 0 262144 0 1 32768 0 2048 0 512 0 0 0 0 33554432 10240 256 0 0 8 0 32768 0 0 524288 1263618 2 0 0 537919488 512 0 134217792 0 536870912 33554432 134217728 0 0 128 0 0 0 4224 128 83888224 32 24 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 4194304 0 0 0 0 0 0 4096 10 99330 136 1065218
is_linear=0
shrinkage=0.04


Tree=315
num_leaves=31
num_cat=14
split_feature=8 11 7 12 2 12 0 7 7 0 0 8 0 2 9 3 3 0 2 13 0 0 12 2 12 6 2 2 2 6
split_gain=2.80373 1.84718 1.53622 1.37802 1.34833 1.32891 1.10801 1.0716 1.01224 0.932572 0.865132 0.893295 0.841493 1.0761 2.02752 1.52175 1.22236 0.81032 0.788207 0.711006 0.961474 0.793192 0.695582 1.04295 0.664441 1.56715 1.43967 1.13826 0.668897 0.850536
threshold=0 1 2 3 8.5000000000000018 4 44.07500000000001 5 6 36.900000000000006 44.07500000000001 7 42.250000000000007 21.500000000000004 8 2007.5000000000002 1995.5000000000002 44.07500000000001 47.500000000000007 9 9.5000000000000018 23.500000000000004 10 4.5000000000000009 11 12 6.5000000000000009 10.500000000000002 17.500000000000004 13
decision_type=9 9 9 9 10 9 10 9 9 8 10 9 8 10 9 10 10 10 10 9 10 10 9 10 9 9 10 10 10 9
left_child=1 4 -2 9 -1 -3 -6 -5 -7 19 11 18 13 14 16 -15 -9 -14 -10 21 -21 -4 23 -13 25 27 -27 -16 29 -26
right_child=2 5 3 7 6 8 -8 12 10 -11 -12 22 17 15 24 -17 -18 -19 -20 20 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.00014880321216487858 -8.7036447830968203e-05 0.00012590112381801079 2.1596851033791609e-05 0.00016938365451064642 -0.000181661724266462 3.4810967107858918e-05 2.7180064705589757e-08 -6.2357810648094874e-05 -0.00034731921702835678 -0.00013568709506557754 2.6361415353761687e-05 -0.00025214213369345373 -0.0017280359658040823 -4.5405243905669577e-05 0.0020375105344188071 0.00025948228140499908 -0.00020365294393464239 -2.4425812974584459e-05 0.00011942213537167845 -0.00029155663267431463 -1.5451654800386904e-05 -9.3177290616210939e-05 -1.4401509485288956e-05 0.00016422827799157603 4.6704519149898259e-08 -0.00080086122266465054 0.00021147706590568305 -3.1516223022336473e-05 0.000104087231973935 0.00037846810721809732
leaf_weight=78 133 113 91 126 69 101 33 79 80 213 91 26 28 486 68 61 37 119 37 34 115 29 150 144 112 51 61 41 27 110
leaf_count=78 133 113 91 126 69 101 33 79 80 213 91 26 28 486 68 61 37 119 37 34 115 29 150 144 112 51 61 41 27 110
internal_value=-0.000577446 0.0012433 -0.00140748 -0.00109531 -0.00230366 0.00212483 -0.00543689 -0.000451658 0.00134375 -0.00292089 0.000593692 -0.000136986 -0.000805577 -0.000440917 0.000749574 -0.00171533 -0.00377953 -0.00364865 -0.00296875 -0.00140741 -0.003125 0.000916031 0.000966767 0.00265193 0.00191268 0.000258621 -0.00292683 0.0035 0.00330769 0.00269058
internal_weight=2943 922 2021 1888 180 742 102 1406 629 482 528 437 1280 1133 586 547 116 147 117 269 149 120 320 170 470 221 112 109 249 222
internal_count=2943 922 2021 1888 180 742 102 1406 629 482 528 437 1280 1133 586 547 116 147 117 269 149 120 320 170 470 221 112 109 249 222
cat_boundaries=0 30 33 51 52 53 70 77 100 102 103 104 106 107 108
cat_threshold=268435456 2060 0 134217728 1073741824 0 262144 0 0 32768 0 133124 2048 512 268435456 4096 0 0 33558528 10240 256 0 4194304 8 0 268435456 0 0 0 8192 2 1536 524288 0 0 68157440 2048 0 2 0 0 0 0 0 0 0 0 0 0 4096 256 67128608 34048 0 1 0 0 0 0 0 0 2048 32 0 0 0 0 0 0 1073741840 0 128 0 4 32 0 131072 0 0 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 4194304 0 16388 2 16973890 16908290 32 216 344
is_linear=0
shrinkage=0.04


Tree=316
num_leaves=31
num_cat=13
split_feature=7 12 9 8 12 12 3 2 8 8 2 2 2 2 2 3 13 11 1 2 1 2 7 2 2 9 2 3 15 2
split_gain=3.69414 2.23481 2.34445 1.67693 1.92862 1.83267 1.25141 1.13575 1.05145 0.9718 0.890053 0.81914 0.746932 1.42815 0.680137 0.635679 0.609486 0.743986 0.715286 1.42427 0.602922 0.587202 0.566766 0.904668 0.900113 0.595676 1.61008 0.922199 0.789976 1.12623
threshold=0 1 2 3 4 5 1988.5000000000002 9.5000000000000018 6 7 19.500000000000004 58.500000000000007 58.500000000000007 21.500000000000004 44.500000000000007 2018.5000000000002 8 9 3.5000000000000004 9.5000000000000018 5.5000000000000009 3.5000000000000004 10 155.00000000000003 47.500000000000007 11 13.500000000000002 2019.5000000000002 12 55.500000000000007
decision_type=9 9 9 9 9 9 8 10 9 9 10 10 10 10 10 10 9 9 10 10 8 10 9 10 8 9 10 8 9 8
left_child=1 11 8 5 15 14 -6 -4 10 -7 -3 -1 13 -9 -2 16 17 -5 21 -20 -10 -18 24 25 -8 28 -27 -28 29 -24
right_child=3 2 7 4 6 9 22 12 20 -11 -12 -13 -14 -15 -16 -17 18 -19 19 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0007078426128159876 2.5526827397470697e-05 0.00049684165442734243 -6.1465842579693227e-05 -2.4140310583788962e-05 0.0021267347277497705 -0.00015366273389339825 -0.0006248752042881734 0.00034626609486497983 -0.00011531420736780263 1.1013547625893239e-05 -5.3860909872582852e-05 8.5400722353057289e-06 8.2394863661505723e-06 0.002066201844119462 0.00037024353434176758 -0.0007167777567936895 -1.6799075784490469e-06 -0.00014231148659096248 -0.00021066329164757036 0.00014360672737694812 -0.00041722687730938901 -0.0004178406880078711 -1.3540881576190601e-05 -3.5963805985375074e-05 -3.4999094952148373e-05 0.00098637621933008292 5.3376120747259392e-05 -0.0003026224924465737 -2.895257873937851e-05 0.00034021827434457921
leaf_weight=162 87 33 63 117 28 103 52 48 138 127 73 57 27 29 49 29 29 228 26 45 39 26 125 110 64 127 32 60 782 45
leaf_count=162 87 33 63 117 28 103 52 48 138 127 73 57 27 29 49 29 29 228 26 45 39 26 125 110 64 127 32 60 782 45
internal_value=-0.000864573 0.00173529 8.67679e-05 -0.00162467 -0.00209711 0.000848806 -0.00132312 0.00370787 -0.00210884 -0.0013278 0.00102564 0.00495652 0.00647619 0.00846154 0.00435374 -0.00422701 -0.00394068 -0.00477528 -0.00116788 0.00138889 -0.00393617 -0.00464286 -0.00150215 -0.00122291 -0.00409449 -0.000904437 0.000956522 -0.00301075 -0.00132918 0.00110497
internal_weight=2960 669 450 2291 1925 366 1425 167 283 230 106 219 104 77 136 500 471 345 126 71 177 55 1397 1281 116 1171 219 92 952 170
internal_count=2960 669 450 2291 1925 366 1425 167 283 230 106 219 104 77 136 500 471 345 126 71 177 55 1397 1281 116 1171 219 92 952 170
cat_boundaries=0 17 18 20 49 50 52 75 104 105 107 124 126 127
cat_threshold=3 16 1610620928 2107392 32 8258 131072 8192 33554432 32 32768 64 16 268435456 67108864 0 16 1075520 0 18560 16 1048576 4 134217728 0 0 0 0 0 0 0 133120 2048 1049088 0 0 0 0 0 2048 384 0 0 8 0 16384 0 0 524288 150816 213344 2 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 128 0 16777216 0 0 0 0 0 0 0 0 0 0 0 2048 2048 0 0 0 0 0 0 0 384 0 0 0 0 16384 0 0 524288 6 32 1024 0 0 33554432 524288 0 0 0 0 0 0 0 128 0 0 0 32 4224 256 22548 2290089984
is_linear=0
shrinkage=0.04


Tree=317
num_leaves=31
num_cat=10
split_feature=7 2 7 2 17 3 2 11 6 2 10 7 0 5 0 2 2 0 4 4 18 7 2 2 2 7 2 2 3 4
split_gain=3.00893 2.29508 1.55924 1.42568 1.09582 1.09176 1.18917 1.04695 0.93828 1.82974 0.877008 2.12933 0.786616 0.967568 0.718506 0.986753 0.787985 0.696056 0.665146 0.592964 0.836785 0.576786 0.89015 0.701388 1.0505 0.574567 1.07704 0.788993 0.661179 0.522001
threshold=0 119.00000000000001 1 131.00000000000003 2 1971.5000000000002 272.00000000000006 3 4 9.5000000000000018 5 6 39.07500000000001 3.5000000000000004 40.250000000000007 19.500000000000004 30.500000000000004 42.250000000000007 575.00000000000011 2560040000.0000005 7 8 39.500000000000007 47.500000000000007 19.500000000000004 9 6.5000000000000009 20.500000000000004 2011.5000000000002 9330535000.0000019
decision_type=9 10 9 10 9 10 10 9 9 10 9 9 8 8 10 8 8 10 8 10 9 9 10 10 8 9 8 8 8 8
left_child=1 7 4 8 -2 6 -5 17 9 -4 14 29 13 -13 15 -10 -16 21 -6 20 -14 22 -1 24 -23 -20 -27 -28 -29 -12
right_child=2 -3 3 5 18 -7 -8 -9 10 -11 11 12 19 -15 16 -17 -18 -19 25 -21 -22 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=4.4884405475649204e-05 8.9120614459190506e-05 -0.00021960295077889214 -0.00023277718879540998 0.001647358966640944 7.4873881355870257e-05 -4.7971371575030732e-05 0.00046499895936854332 -1.3331064277792847e-05 2.0579988650410996e-05 0.00036088688008437234 -3.6741245513738367e-05 -0.00016454688407215203 0.00082033437391665137 -4.4865816538433024e-05 9.4094910206621308e-07 -0.00029646651026986602 0.0013152942206206574 -0.00034165733402907961 2.6227640402076703e-05 -0.00047704433972626251 -1.3008862148922163e-05 -0.00010131899954753721 -4.263518850617487e-05 -3.6295896553255604e-05 -0.00073089245527217632 0.00024822786036018843 -0.00090076282047220953 3.1848314786309118e-05 -4.8782830943778779e-05 -0.0014048426305073747
leaf_weight=74 101 45 72 48 25 51 65 455 27 116 25 31 61 319 26 42 31 30 110 29 746 54 26 31 46 26 34 40 59 81
leaf_count=74 101 45 72 48 25 51 65 455 27 116 25 31 61 319 26 42 31 30 110 29 746 54 26 31 46 26 34 40 59 81
internal_value=-0.000888282 -0.00303109 -0.000119485 -0.00062886 0.00211823 0.00290909 0.00508772 -0.00251046 -0.000995644 0.00160804 -0.0013436 -0.00165771 -0.00113617 -0.00273504 0.00175182 -0.000857143 0.00517241 -0.00448529 0.000786885 -0.000477897 -0.000272277 -0.00387931 -0.00108108 -0.00549296 -0.00752475 0.000222222 -0.00129412 -0.00283582 -0.001 -0.00683761
internal_weight=2926 761 2165 1770 395 164 113 716 1606 188 1418 1292 1186 350 126 69 57 261 294 836 807 231 100 131 100 269 159 133 99 106
internal_count=2926 761 2165 1770 395 164 113 716 1606 188 1418 1292 1186 350 126 69 57 261 294 836 807 231 100 131 100 269 159 133 99 106
cat_boundaries=0 18 34 35 38 39 40 57 58 75 85
cat_threshold=2 0 605028352 524288 0 134217792 0 809631744 65536 134217728 32 128 144 0 0 0 1073741952 256 268566528 128 33562624 516 0 2 0 8192 2048 48 32768 0 67108864 0 67108864 32 10 4 2147483648 524288 2 33 0 1 0 0 34 0 0 0 0 0 0 0 0 0 0 0 4096 4 2 0 537919488 0 0 0 0 0 65536 0 0 0 0 0 0 0 1073741824 131072 0 0 4 0 0 0 0 0 32
is_linear=0
shrinkage=0.04


Tree=318
num_leaves=31
num_cat=11
split_feature=8 7 7 12 2 2 8 12 14 2 2 6 2 12 2 3 2 0 6 2 12 2 2 2 0 2 2 0 2 2
split_gain=3.01512 3.10167 1.5017 1.42038 1.34508 1.52305 1.01647 0.981886 0.91138 1.35476 0.904327 0.886339 0.858419 0.840438 1.27838 1.32013 0.926141 1.62034 0.885745 1.50074 0.812386 0.765361 0.736709 1.16321 0.663902 1.06012 0.654228 0.640482 0.719786 0.628727
threshold=0 1 2 3 50.500000000000007 129.50000000000003 4 5 6 155.00000000000003 442.50000000000006 7 14.500000000000002 8 8.5000000000000018 2024.5000000000002 36.500000000000007 14.500000000000002 9 21.500000000000004 10 11.500000000000002 542.50000000000011 108.50000000000001 39.07500000000001 50.500000000000007 4.5000000000000009 42.960000000000008 99.000000000000014 70.500000000000014
decision_type=9 9 9 9 8 10 9 9 9 10 10 9 8 9 8 8 10 10 9 8 9 8 8 10 10 8 10 8 8 10
left_child=3 4 7 -1 11 29 -4 12 9 13 -11 -2 -3 16 -15 -16 18 -18 -8 -20 21 -10 23 -5 -22 -26 -9 28 -23 -6
right_child=1 2 6 22 5 -7 8 26 20 10 -12 -13 -14 14 15 -17 17 -19 19 -21 24 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0002360778355360793 2.7847670699081562e-05 -0.00018750031983636006 2.5779650038479931e-05 -2.8446975025389066e-05 -1.2404331658117939e-05 2.6996998692894181e-05 -5.5548372585150223e-05 0.00078874982430530592 0.00045904143033688173 -0.00020440527132649323 -5.8295471537661568e-05 7.1234880485171456e-05 -0.00069185105578945644 0.00034209651723266177 5.2341691622572743e-05 -2.7373550901685917e-05 -0.0003051393881560216 4.117344181725713e-05 2.0789581442741678e-05 -0.0012239326816622055 0.00093554982582581662 -0.00095771443917769261 -0.00023877634507005752 0.00060165971892999436 -0.00019607580635678802 0.00039292552980203511 -0.00016210310174685105 6.7186870349758007e-05 -0.00021228822379573131 -0.00022167603849624129
leaf_weight=115 156 36 128 249 61 77 329 28 27 39 25 138 68 116 84 311 28 192 212 42 87 30 28 31 36 38 84 32 56 45
leaf_count=115 156 36 128 249 61 77 329 28 27 39 25 138 68 116 84 311 28 192 212 42 87 30 28 31 36 38 84 32 56 45
internal_value=-0.000655514 -0.000119237 -0.000804316 -0.00373272 0.0027459 0.000108696 -0.000416895 -0.00387665 -0.000684366 -0.00112311 -0.00676923 0.00447458 -0.0066087 -0.000851711 0.000421456 -0.000656566 -0.00164619 0.000542986 -0.0025 -0.000603774 0.00126183 -0.000897436 -0.00213166 -0.00156584 0.00313953 0.000533333 -0.00097561 -0.00235294 -0.00413793 -0.00299065
internal_weight=2928 2505 2028 423 477 183 1812 216 1684 1378 64 294 104 1314 511 395 803 220 583 254 306 145 308 280 161 74 112 118 86 106
internal_count=2928 2505 2028 423 477 183 1812 216 1684 1378 64 294 104 1314 511 395 803 220 583 254 306 145 308 280 161 74 112 118 86 106
cat_boundaries=0 30 48 66 67 96 97 98 99 101 102 104
cat_threshold=1073741824 0 0 0 65536 1 0 0 0 32768 0 33685504 2112 0 0 0 0 0 33554432 0 2147483776 0 4194304 0 0 49152 64 0 0 12288 131072 145 262144 2107392 32 2 0 268443648 2048 134217760 32768 320 0 0 0 32 4096 256 16387 0 1048576 524292 0 0 0 0 0 0 32 0 0 268435456 0 0 16 128 18466 268435472 4 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 4096 0 0 0 0 8 0 0 0 0 524288 1346 139280 204 1157378 2 30 67650 32
is_linear=0
shrinkage=0.04


Tree=319
num_leaves=31
num_cat=8
split_feature=7 12 0 11 12 2 10 9 2 2 2 2 2 3 2 2 0 0 0 2 9 7 2 2 3 2 2 0 0 2
split_gain=3.1454 1.31006 1.20558 1.28749 1.20344 1.22131 1.17714 1.29308 1.02715 1.00893 0.938717 0.852623 0.851667 0.826447 0.76034 0.803363 0.736436 0.731538 0.719878 0.820183 0.794747 0.998127 0.834285 1.96124 0.694479 1.05302 0.912529 0.628813 0.819149 0.820733
threshold=0 1 12.250000000000002 2 3 50.500000000000007 4 5 22.500000000000004 7.5000000000000009 10.500000000000002 14.500000000000002 42.500000000000007 1975.5000000000002 20.500000000000004 34.500000000000007 38.20000000000001 32.500000000000007 39.07500000000001 10.500000000000002 6 7 24.500000000000004 9.5000000000000018 1999.5000000000002 455.00000000000006 283.00000000000006 50.425000000000004 46.250000000000007 147.50000000000003
decision_type=9 9 10 9 9 10 9 9 10 10 10 10 10 10 8 10 10 10 10 10 9 9 8 10 8 10 8 10 10 10
left_child=4 2 -2 10 8 11 7 9 17 -3 -4 -6 -12 16 -8 -16 -11 -1 19 -5 22 -22 23 -20 -9 26 -26 28 29 -23
right_child=1 6 3 18 5 -7 14 24 -10 13 12 -13 -14 -15 15 -17 -18 -19 20 -21 21 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=5.000923688093906e-05 -0.00020599926301851924 -0.00053490665886656073 6.0374395808366898e-05 -0.00019312388635391641 9.1285336212045825e-05 -6.5120119252171094e-06 6.7499809482143288e-05 -0.00023925074344738562 0.00015671441682190589 1.5118480216216313e-05 -2.3905097596212954e-05 0.0010426626454605526 1.3192814289553212e-05 0.00016385321647440775 -0.00013991254789381458 0.0015585614649329927 -0.00091558031598921736 -0.00093033209920321267 0.00012934279698932017 -2.163242355663897e-05 -0.00023095224527558856 -2.7923735624462153e-05 0.00060365566051572732 -0.00018659574232504639 5.9428123731919419e-06 0.00067088381336915864 -0.00024999053941229479 8.2848202983285552e-05 -0.00012672502412911513 -0.00068746524950366703
leaf_weight=25 78 64 52 69 108 60 54 33 44 38 72 63 83 53 51 32 71 49 86 129 105 474 62 80 732 25 55 26 36 40
leaf_count=25 78 64 52 69 108 60 54 33 44 38 72 63 83 53 51 32 71 49 86 129 105 474 62 80 732 25 55 26 36 40
internal_value=-0.000454237 -0.000934508 -0.00176764 -0.00149049 0.00305556 0.00471074 3.28138e-05 -0.000425139 -0.000310078 -0.00303797 0.00137615 0.00662791 -0.000128205 -0.00147239 0.00337838 0.00119048 -0.00345455 -0.0032 -0.00202147 -0.00422111 -0.00156044 -0.00222543 0.000502092 -0.000958084 0.000303738 0.000541205 0.000279188 -0.00149915 -0.00181488 -0.00139806
internal_weight=2949 2600 1392 1314 349 231 1208 1071 118 226 207 171 155 162 137 83 109 74 1107 198 909 681 228 166 845 812 787 576 550 514
internal_count=2949 2600 1392 1314 349 231 1208 1071 118 226 207 171 155 162 137 83 109 74 1107 198 909 681 228 166 845 812 787 576 550 514
cat_boundaries=0 16 17 18 20 21 23 25 35
cat_threshold=268566528 1 0 0 2 2 0 268443648 33556480 134217744 0 128 16 0 0 32 67298338 16416 1065024 32 256 0 24628 1073742080 16404 2 0 1056768 0 32 0 131072 0 0 32
is_linear=0
shrinkage=0.04


Tree=320
num_leaves=31
num_cat=7
split_feature=8 12 8 4 2 12 3 2 5 6 0 3 0 2 2 8 0 0 4 4 1 0 0 2 0 12 2 2 0 2
split_gain=2.19075 1.20077 1.65069 1.40276 1.27404 0.907222 1.12597 0.983782 1.11675 0.895207 1.476 0.996311 0.955309 0.811352 1.42095 0.775867 1.17319 1.2798 1.00548 1.62237 1.49327 0.913183 1.58878 1.13412 0.973549 0.77094 0.722777 1.10906 0.719829 0.658006
threshold=0 1 2 27174645000.000004 10.500000000000002 3 2012.5000000000002 12.500000000000002 2.5000000000000004 4 42.250000000000007 2017.5000000000002 45.425000000000004 15.500000000000002 5.5000000000000009 5 42.250000000000007 30.500000000000004 6050.0000000000009 481.00000000000006 5.5000000000000009 32.500000000000007 42.710000000000008 65.500000000000014 10.500000000000002 6 7.5000000000000009 10.500000000000002 16.750000000000004 30.500000000000004
decision_type=9 9 9 8 10 9 10 10 8 9 10 10 10 8 10 9 10 8 10 10 10 10 10 10 10 9 10 10 10 8
left_child=5 2 3 -2 -5 6 13 -7 -9 10 11 -4 -12 14 -1 21 17 28 19 20 -19 23 -23 24 -3 29 -11 -28 -17 -26
right_child=1 15 9 4 -6 7 -8 8 -10 26 12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-9.4270213317919634e-05 -3.1879472662339482e-05 -0.0001940595606922102 2.118051601911475e-06 0.0015073788571161729 6.7410871124664597e-05 0.00010547864797842977 -0.00073301989838405748 -5.4179974326586945e-05 4.3394045903433213e-05 -0.0006430367008909599 -0.0010699739903074956 -0.00013004608893144365 -1.4481475181433724e-05 -8.2299903070293112e-06 0.00036261764921601268 2.1465592769729371e-05 -3.3994815955367129e-05 1.4333062135278852e-05 0.00024248297885158366 -0.000507967034261263 0.0013494059853103835 -0.00032332865415316551 1.4300305754630927e-05 5.2280557477857315e-05 8.4168946608116353e-05 -2.0767126614344988e-05 0.00043075618998400956 -0.00015740802458545034 -7.0370111621755884e-05 -4.7230985727253484e-05
leaf_weight=28 61 56 324 26 25 62 26 29 120 101 40 34 30 146 52 47 167 615 37 30 64 114 47 79 67 111 32 231 85 62
leaf_count=28 61 56 324 26 25 62 26 29 120 101 40 34 30 146 52 47 167 615 37 30 64 114 47 79 67 111 32 231 85 62
internal_value=-0.000515429 -0.000985577 -0.00214208 0.00227642 0.00730769 0.00198312 0.000304183 0.00387387 0.00226667 -0.00278954 -0.00145786 -0.000445682 -0.00676056 0.00123348 0.00444444 -0.00031407 0.00032197 0.000910125 0.00155288 0.00121127 0.00161765 -0.00153565 -0.00407407 -0.000478723 -0.00161616 -0.000497925 -0.00426667 -0.00325758 -0.00270677 0.00157143
internal_weight=2948 2485 904 112 51 463 252 211 149 792 428 358 70 226 80 1581 1045 878 746 709 679 536 161 375 296 240 364 263 132 129
internal_count=2948 2485 904 112 51 463 252 211 149 792 428 358 70 226 80 1581 1045 878 746 709 679 536 161 375 296 240 364 263 132 129
cat_boundaries=0 27 29 45 46 47 73 75
cat_threshold=268435456 12 0 134217728 65536 0 262144 0 0 0 0 2048 0 1024 0 0 0 0 0 2048 128 0 0 8 0 1342210048 64 132386 2 0 0 0 0 0 0 0 0 0 0 0 0 2048 512 0 4096 67323938 216 1073741824 0 0 0 0 0 0 0 0 0 0 0 2048 512 0 4096 0 0 33554432 0 0 0 16777216 0 0 16384 75776 32
is_linear=0
shrinkage=0.04


Tree=321
num_leaves=31
num_cat=14
split_feature=7 8 12 12 8 12 0 12 15 7 3 0 13 3 1 3 3 3 12 0 0 1 17 7 12 0 0 0 0 3
split_gain=3.42643 1.98845 1.82611 1.68952 1.17142 0.901295 0.931567 0.851758 1.20276 1.47348 1.08828 0.740269 1.27304 0.762942 0.786023 0.668443 0.636677 0.847441 1.06991 0.642869 0.685827 0.630631 0.629462 0.8453 0.957107 0.603194 0.563281 0.528946 0.480895 0.478414
threshold=0 1 2 3 4 5 36.900000000000006 6 7 8 2006.5000000000002 32.500000000000007 9 2012.5000000000002 5.5000000000000009 2009.5000000000002 2000.5000000000002 1988.5000000000002 10 36.900000000000006 20.500000000000004 5.5000000000000009 11 12 13 42.960000000000008 35.600000000000009 23.500000000000004 35.600000000000009 2019.5000000000002
decision_type=9 9 9 9 9 9 10 9 9 9 10 10 9 8 8 8 10 10 9 10 8 8 9 9 9 10 10 10 10 8
left_child=2 3 11 25 5 21 -7 -6 9 -9 16 27 13 -13 -15 -14 17 18 -11 20 -20 -3 -10 -24 28 -2 -26 -1 -25 -5
right_child=1 4 -4 29 7 6 -8 8 22 10 -12 12 15 14 -16 -17 -18 -19 19 -21 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=1.4857773206706781e-05 -2.8570840446242585e-05 -9.0953339656856265e-05 4.3271652456304824e-05 -1.7778682546136792e-05 -5.3093829426273941e-05 -4.155667196869217e-05 9.7744636087782051e-06 -3.3486583025776899e-05 3.296115782411846e-06 -1.0836933183604459e-05 -4.5880793456518629e-05 -0.0012328574528542903 0.0019191300220803243 5.083612534733106e-06 -0.00055256973017662862 1.1527948439393754e-05 0.00080087392125907544 -0.00061257728538478774 4.7179230094869241e-05 2.9990978790621625e-05 0.0006924804077738855 -0.00038006741069967375 -8.9877775237567897e-06 -0.00021724196099931703 -6.779392963618847e-05 3.7057431915101802e-05 -0.000885235816545773 0.0010212521677835441 -1.0597073078955077e-05 0.00011444897107821816
leaf_weight=38 178 74 272 26 586 45 94 105 138 110 114 25 31 65 32 135 38 29 81 138 29 36 127 27 36 35 80 25 109 123
leaf_count=38 178 74 272 26 586 45 94 105 138 110 114 25 31 65 32 135 38 29 81 138 29 36 127 27 36 35 80 25 109 123
internal_value=-0.000503018 -0.00119882 0.00211356 0.00150134 -0.00169407 -0.00423077 -0.00173333 -0.0013083 -0.000665529 0.00048855 0.00134545 0.000165746 -0.000692042 -0.00360902 -0.0022449 0.00158192 0.00230047 0.00180412 0.00233983 0.00370656 0.00612613 -0.00694215 -0.00208333 -0.00292308 -0.00425856 -0.000803571 -0.00692913 0.0040625 -0.00163265 0.004625
internal_weight=2981 2358 623 362 1996 249 139 1747 1161 644 539 351 288 122 97 166 425 387 358 248 110 110 517 379 252 213 116 63 136 149
internal_count=2981 2358 623 362 1996 249 139 1747 1161 644 539 351 288 122 97 166 425 387 358 248 110 110 517 379 252 213 116 63 136 149
cat_boundaries=0 17 43 45 47 70 72 73 74 91 92 93 94 102 104
cat_threshold=268582912 268435457 0 2107396 524320 134217728 0 8192 33556480 8240 0 128 0 268435456 0 32 4224 268435456 2048 0 0 0 1 262144 0 0 0 0 131076 0 0 0 0 0 0 33554432 0 128 0 0 8 0 268468224 83903810 32 182530 32 16 4 0 0 0 0 0 2147483648 1 0 0 0 2048 0 0 4096 0 0 4096 0 0 0 4194304 75008 32 68322400 75497472 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 1073741824 10 16793856 44 0 0 67108864 0 0 0 131072 131072 16777474 32
is_linear=0
shrinkage=0.04


Tree=322
num_leaves=31
num_cat=19
split_feature=7 8 9 12 1 12 7 14 6 1 9 11 6 12 1 12 7 1 16 13 16 3 8 16 3 1 5 3 1 3
split_gain=2.90035 2.24029 1.823 2.31445 1.18888 1.15575 1.33593 1.14729 0.97902 1.14728 0.936722 1.13048 1.9212 1.86227 1.41507 1.32438 0.917966 0.909245 0.819234 0.804327 0.749684 0.747339 0.5684 0.483084 0.457574 0.446152 0.430562 0.650238 0.42677 0.374174
threshold=0 1 2 3 5.5000000000000009 4 5 6 7 4.5000000000000009 8 9 10 11 5.5000000000000009 12 13 5.5000000000000009 14 15 16 1983.0000000000002 17 18 2001.5000000000002 5.5000000000000009 1.0000000180025095e-35 1991.5000000000002 3.5000000000000004 2012.5000000000002
decision_type=9 9 9 9 8 9 9 9 9 10 9 9 9 9 8 9 9 8 1 9 1 10 9 1 10 10 10 10 10 8
left_child=2 -2 -1 4 23 19 22 -8 9 -5 25 15 13 17 18 20 -10 21 26 -3 -12 -13 -7 -4 -24 29 27 -14 -21 -9
right_child=1 5 3 8 -6 6 7 10 16 -11 11 12 14 -15 -16 -17 -18 -19 -20 28 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00046458116869860792 2.080427784250105e-05 2.5560964561819332e-05 -2.4564450600408349e-05 0.0017100441901177989 -7.1532933726388138e-05 -2.4855196535327196e-05 0.00012283758683359736 -0.00013459998042609556 0.00012409937505424294 0.00011909368654201557 1.3615682450094368e-05 -0.00021038827951805672 1.0671919485076842e-05 0.00011684370299597902 -0.00068057749039759582 -2.3467353141271021e-05 5.5900320377588745e-06 0.00012742001788936363 -6.0322444862173089e-05 0.00041835175122116651 0.00014223519704444244 -1.4430415841601985e-05 -5.4887447790648025e-05 3.0412405779998154e-05 -1.176564306611283e-05 -5.4101776692121462e-05 -0.00037594629723770368 -0.00015606704109075053 -3.6075488718836372e-05 -0.00033334815684476381
leaf_weight=112 121 130 73 25 29 209 129 28 109 76 38 138 122 154 143 115 127 43 42 56 71 78 256 29 38 32 71 86 196 63
leaf_count=112 121 130 73 25 29 209 129 28 109 76 38 138 122 154 143 115 127 43 42 56 71 78 256 29 38 32 71 86 196 63
internal_value=-0.000687075 -0.00130802 0.00182741 0.00292276 -0.0015493 -0.00160071 -0.00201393 -0.00133431 0.00465517 0.00803571 -0.0017166 -0.00131295 -0.00195946 4.71698e-05 -0.00370526 0.00119149 0.00291498 -0.002 -0.00229814 0.000407125 0.00416667 -0.00313364 -0.00377432 0.00038835 -0.00498361 -0.00492537 -0.0015 -0.000574163 -0.000912548 -0.00673913
internal_weight=2939 2359 580 468 131 2238 1856 1353 337 101 1224 1101 877 413 464 224 236 259 321 382 109 216 503 102 294 123 279 208 252 91
internal_count=2939 2359 580 468 131 2238 1856 1353 337 101 1224 1101 877 413 464 224 236 259 321 382 109 216 503 102 294 123 279 208 252 91
cat_boundaries=0 17 43 45 47 48 66 67 68 70 72 73 74 76 90 91 92 93 116 117
cat_threshold=268435456 1 0 2097284 32 0 0 268443648 33556480 8224 0 2097408 16 268435456 0 32 4240 268435456 2052 0 0 0 0 0 0 0 32768 0 2048 0 0 0 0 0 0 0 2048 0 0 0 8 0 32768 0 24704 67134464 32 16785472 0 128 1073741824 2048 2 66 131072 0 65536 134217728 8224 0 0 0 0 0 1073741824 256 131216 88 1 4 32 1536 262 196898 65570 32 0 1 0 0 32 0 0 0 2048 32 0 0 0 268435456 2 4 2 0 0 0 0 0 0 0 2147483648 0 0 0 0 8192 0 0 4096 0 0 0 0 0 0 16777216 2
is_linear=0
shrinkage=0.04


Tree=323
num_leaves=31
num_cat=6
split_feature=7 10 7 4 5 8 2 1 2 2 2 3 2 2 6 1 0 0 0 8 0 1 3 4 0 3 2 2 1 2
split_gain=2.98033 1.8087 1.46843 1.26612 1.04138 1.02418 1.31635 0.929287 1.07207 0.905172 0.896287 0.88157 0.843835 1.61125 1.08946 1.2384 1.37081 0.988931 0.896187 0.83768 0.834307 0.790122 0.793289 0.764334 0.743798 0.726764 0.680919 0.931376 0.739832 1.20845
threshold=0 1 2 13004860000.000002 3.5000000000000004 3 79.500000000000014 5.5000000000000009 33.500000000000007 99.000000000000014 18.500000000000004 2020.5000000000002 50.500000000000007 44.500000000000007 4 5.5000000000000009 47.250000000000007 29.500000000000004 27.750000000000004 5 40.675000000000004 4.5000000000000009 2018.5000000000002 3146480000.0000005 43.175000000000004 2004.5000000000002 34.500000000000007 20.500000000000004 5.5000000000000009 8.5000000000000018
decision_type=9 9 9 8 10 9 10 10 8 10 8 8 10 10 9 10 10 10 10 9 10 10 8 8 10 10 10 10 8 8
left_child=5 3 11 -2 12 6 -1 20 -9 -8 -5 -3 13 14 15 16 17 -4 -14 23 -7 -20 25 -16 -19 -23 27 28 -21 -30
right_child=1 2 4 10 -6 7 9 8 -10 -11 -12 -13 18 -15 19 -17 -18 24 21 26 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.709006642798272e-05 3.4742963524792003e-05 -2.7623626626649411e-06 0.00044555497971341399 -2.2599138901995274e-05 -0.0001364902210257668 -2.7166268344060995e-05 0.0018209008195978528 -0.00029347432839159636 -1.6800598702850776e-05 -1.2964572222848859e-05 -0.0011478882542000335 5.1925411434652347e-05 -0.00010930514577836448 0.0011817515031399496 -0.000166198149800465 0.0008127263511778438 -0.00037364730926146448 1.5437586620805634e-05 -0.00041855998858732592 -6.8790553421607122e-05 -0.00011804410687172861 1.3024871934064209e-05 2.9477643790087883e-05 0.00071852598261230589 5.4882204482922247e-05 -4.3830988589057538e-05 -0.00029307454103310703 0.00018863161915639638 0.00056309350223454407 -9.0118050870202643e-05
leaf_weight=387 31 82 40 28 28 382 29 27 30 28 70 255 37 46 26 84 26 393 48 245 74 58 134 77 63 36 31 53 28 51
leaf_count=387 31 82 40 28 28 382 29 27 30 28 70 255 37 46 26 84 26 393 48 245 74 58 134 77 63 36 31 53 28 51
internal_value=-6.14754e-05 0.000827865 0.00115551 -0.00357143 0.000607261 -0.00188017 -0.00043956 -0.0030916 -0.00793103 0.00517241 -0.00606061 0.00350575 0.000758294 0.0012543 0.000948122 0.00207455 0.00137667 0.00185111 -0.0010828 -0.000421456 -0.00253829 -0.000288809 0.00069869 0.00263158 0.00131291 -0.00210526 -0.00124105 -0.000793651 -0.0016 0.00175
internal_weight=2927 1970 1841 129 1504 957 444 513 57 57 98 337 1476 1163 1117 606 522 496 313 511 456 276 228 103 456 94 408 377 324 79
internal_count=2927 1970 1841 129 1504 957 444 513 57 57 98 337 1476 1163 1117 606 522 496 313 511 456 276 228 103 456 94 408 377 324 79
cat_boundaries=0 18 19 37 60 61 77
cat_threshold=16386 268435488 1711276032 788480 524290 8256 33685504 537001984 0 134217728 8192 64 0 0 0 0 4096 512 1 1 144 8192 4 0 134217730 0 268443648 33554432 0 0 256 16 0 0 0 1073741952 256 0 0 0 134217728 0 0 262144 0 0 0 0 131072 8192 0 0 0 0 0 0 8192 0 0 16777216 450 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=324
num_leaves=31
num_cat=11
split_feature=8 7 12 2 7 12 3 9 3 17 3 2 13 2 3 9 2 2 12 2 2 2 2 0 18 3 2 0 5 2
split_gain=2.89122 1.90279 2.03142 1.62735 1.53887 1.11413 1.2332 1.31117 1.36288 0.943408 0.931522 0.875554 0.869772 1.12593 1.38048 0.823183 0.903559 1.80832 1.47974 0.95928 0.899175 0.755187 0.575298 0.560791 0.553043 0.643264 0.714868 0.526738 0.5181 0.537574
threshold=0 1 2 2.5000000000000004 3 4 1995.5000000000002 5 2008.5000000000002 6 2000.5000000000002 15.500000000000002 7 6.5000000000000009 2006.5000000000002 8 40.500000000000007 64.500000000000014 9 86.500000000000014 35.500000000000007 4771.5000000000009 4.5000000000000009 10.500000000000002 10 2024.5000000000002 5.5000000000000009 35.250000000000007 1.5000000000000002 8.5000000000000018
decision_type=9 9 9 10 9 9 8 9 8 9 8 8 9 10 10 9 10 10 9 10 10 8 10 10 9 8 10 10 10 8
left_child=9 2 27 -4 -3 6 -6 11 -9 21 -7 -8 13 -12 -15 20 18 -18 22 -19 28 -1 -17 -20 -11 -26 -27 -2 29 -14
right_child=1 4 3 -5 5 10 7 8 -10 24 12 -13 15 14 -16 16 17 19 23 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00017855605648492201 -4.6096707391640734e-05 -0.00012029637613096611 -0.00013315469383378797 0.00012197336446448048 0.00061896431187939531 -0.0001930800682723799 -3.7204473799263839e-05 -0.00025204124655388684 -3.5576759286790607e-05 0.000853068078469903 -0.00032764139373156812 0.00021563834877010634 -6.2233987115334348e-06 3.8789978002569118e-05 -5.7752211869406268e-05 8.1222235856870387e-05 -0.00036428667849467192 0.00032960879928648271 -8.4496277931620507e-05 -0.00015546767799911264 0.00012388780403682631 0.00028037416380470858 0.00052175041555706518 3.7396897739938598e-06 0.00010923701532639996 -0.00018479776821081373 0.00010087951910136894 -1.5105927857916868e-05 -0.00042799154091959223 -0.00054457401056019707
leaf_weight=53 38 115 31 213 29 52 39 49 774 26 43 62 40 230 56 46 60 26 33 57 38 77 65 286 45 32 105 95 25 55
leaf_count=53 38 115 31 213 29 52 39 49 774 26 43 62 40 230 56 46 60 26 33 57 38 77 65 286 45 32 105 95 25 55
internal_value=-0.000324586 -0.000786604 0.00180412 0.00392157 -0.00124144 -0.000973025 -0.00197095 -0.00224865 -0.00275779 0.00309456 -0.000106857 0.00196429 0.000150801 0.00182353 0.00278746 -0.000619946 0.00010274 -0.00263889 0.00102088 0.00119048 -0.00307692 0.000283688 0.0047541 -0.000424242 0.00474886 0.00415301 0.00275362 -0.00208333 -0.00495868 -0.00354167
internal_weight=2895 2557 377 244 2180 2065 953 924 823 338 1112 101 1060 329 286 731 573 143 430 83 158 130 111 319 208 182 137 133 120 95
internal_count=2895 2557 377 244 2180 2065 953 924 823 338 1112 101 1060 329 286 731 573 143 430 83 158 130 111 319 208 182 137 133 120 95
cat_boundaries=0 29 46 48 65 67 69 70 71 73 74 75
cat_threshold=1073741824 2048 4 0 1073750016 0 0 0 0 32768 0 133120 0 1048576 0 4096 0 0 33554432 10240 0 524288 0 8 0 32768 0 0 524288 3 1 0 4 32 134217728 0 8192 33556480 8192 8192 64 0 0 0 0 144 84025408 32 0 0 1610612736 0 0 64 0 0 0 0 0 0 0 0 0 0 1073745920 230688 32 0 24576 38 4 0 20608 68157504 4
is_linear=0
shrinkage=0.04


Tree=325
num_leaves=31
num_cat=9
split_feature=7 8 12 2 1 7 2 3 12 2 2 1 2 1 3 5 2 2 6 2 2 8 14 1 2 3 12 2 1 2
split_gain=3.24405 2.3384 2.10984 2.05645 1.7593 1.60621 1.29978 1.09001 1.07364 1.10337 1.62463 1.01651 1.84583 0.97107 1.08871 1.55719 1.07292 1.4493 0.924026 1.05569 0.861846 0.852319 0.887828 1.29226 0.875057 0.762012 0.71449 1.25613 1.04503 1.0783
threshold=0 1 2 63.500000000000007 5.5000000000000009 3 131.00000000000003 1989.5000000000002 4 283.00000000000006 99.000000000000014 5.5000000000000009 4.5000000000000009 5.5000000000000009 2013.5000000000002 3.5000000000000004 10.500000000000002 26.500000000000004 5 26.500000000000004 15.500000000000002 6 7 4.5000000000000009 13.500000000000002 2020.5000000000002 8 25.500000000000004 5.5000000000000009 8.5000000000000018
decision_type=9 9 9 8 8 9 10 8 9 8 10 8 10 8 10 8 10 10 9 10 8 9 9 10 10 8 9 10 8 10
left_child=2 3 -1 13 25 11 -5 -7 9 10 -9 18 -13 14 15 -2 -17 -18 19 20 -3 -10 23 24 -23 -4 27 -24 -28 -30
right_child=1 5 4 6 -6 7 -8 8 21 -11 -12 12 -14 -15 -16 16 17 -19 -20 -21 -22 22 26 -25 -26 -27 28 -29 29 -31
leaf_value=-5.7314490823046073e-06 -4.980066976532527e-05 3.6706054489918929e-05 -1.793712953741533e-06 -0.00046669440044411203 0.0008746714571411119 0.0010208096691062352 0.00039185532252083988 -3.1277484772296306e-05 3.1273001062892548e-05 -0.00059984223057227835 0.00019041708031537042 4.1640767971706798e-05 -0.00018189040013947278 -1.7068628043546141e-05 -0.00028702014108958454 0.0019528830037801015 9.8086009467834854e-06 0.00089781942079731898 -0.00028839263577687293 9.5841141803063587e-05 -0.00034960424418375882 0.00056365324086314671 -1.3315828269355734e-05 -0.00059333923604700802 -0.00012638826946336222 0.00010486753471333543 -3.4308781172001093e-05 5.1445163622005911e-05 0.0010820981122643047 -4.0112835673369322e-05
leaf_weight=129 26 32 49 79 60 28 36 310 132 49 26 26 64 38 26 31 53 36 145 54 28 26 258 32 68 93 628 226 69 115
leaf_count=129 26 32 49 79 60 28 36 310 132 49 26 26 64 38 26 31 53 36 145 54 28 26 258 32 68 93 628 226 69 115
internal_value=-0.000336361 -0.000806938 0.00333333 0.00232143 0.0058216 -0.00125483 -0.00189655 -0.000798787 -0.000917526 -0.00277778 -0.0020178 -0.00372222 -0.00747253 0.00473934 0.00601156 0.00734694 0.0092562 0.00688889 -0.00253846 0.00032 -0.00327869 -0.000434505 -0.00072575 -0.00379562 -0.00168421 0.00363636 -0.000397858 0.000808081 -0.00111786 0.00151351
internal_weight=2972 2641 331 325 202 2316 115 1967 1939 385 336 349 90 210 172 146 120 89 259 114 60 1554 1422 126 94 142 1296 484 812 184
internal_count=2972 2641 331 325 202 2316 115 1967 1939 385 336 349 90 210 172 146 120 89 259 114 60 1554 1422 126 94 142 1296 484 812 184
cat_boundaries=0 17 46 48 65 66 67 93 94 96
cat_threshold=268435456 145 1073750016 2097664 0 2 4194304 268443648 0 8192 32768 0 144 268435456 0 32 128 268435456 0 0 0 65536 1 0 2147483648 0 32768 0 2048 0 512 268435456 0 0 0 0 10240 0 524288 0 8 0 0 64 0 524288 16418 34 131074 0 1048576 526336 0 64 0 536870912 2048 671088672 32 0 0 0 0 0 4096 1049696 280 16 8 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 4194304 0 0 16384 131089 67184896 2
is_linear=0
shrinkage=0.04


Tree=326
num_leaves=31
num_cat=5
split_feature=7 5 3 7 5 12 2 0 2 3 2 5 4 4 2 2 2 2 13 0 3 0 3 4 2 0 13 0 2 0
split_gain=3.38891 1.43237 1.18259 0.99699 1.74097 1.08989 1.06323 0.981379 1.19559 0.914934 1.38793 0.902217 0.803852 1.0913 1.26471 1.85376 0.792196 0.761165 0.753062 1.39344 1.2871 1.23922 1.12167 1.25417 1.27311 0.855678 0.683472 0.715779 1.46183 0.682415
threshold=0 1.5000000000000002 1988.5000000000002 1 1.0000000180025095e-35 2 12.500000000000002 36.900000000000006 7.5000000000000009 1996.5000000000002 403.00000000000006 2.5000000000000004 520.00000000000011 9300.0000000000018 52.500000000000007 14.500000000000002 65.500000000000014 144.50000000000003 3 30.500000000000004 2005.5000000000002 18.500000000000004 2020.5000000000002 20046740000.000004 111.00000000000001 9.5000000000000018 4 35.850000000000009 31.500000000000004 47.750000000000007
decision_type=9 10 8 9 10 9 8 10 8 10 8 8 10 10 8 10 10 10 9 10 10 10 8 8 8 10 9 8 8 10
left_child=1 7 -2 4 6 11 -4 -1 -9 10 -8 -5 26 -14 15 -15 -10 -11 20 -20 21 25 -21 -24 -25 -13 29 28 -28 -7
right_child=2 -3 3 5 -6 12 9 8 16 17 -12 18 13 14 -16 -17 -18 -19 19 22 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=7.1207807484583441e-05 0.00082661336848353527 0.0008274593319223556 4.8962619228163364e-05 0.00024808411098362624 -0.00021311789423332785 -1.7147415766913811e-05 0.00011736448466518113 -0.00084889137570300479 0.00018232939581686481 -0.00036619730911127137 -0.0010714118803875296 -0.00021555977745808976 0.0014498419571082265 7.2524720506450533e-06 0.00015262327032008471 -0.0011137244272590864 -6.1841451608586335e-05 -8.9748153769875226e-06 -3.4438758433452676e-05 -0.00017687251160978691 4.1633284313817856e-05 -0.00027469514981014241 -5.4833265783216238e-05 0.00019066423296354885 -4.2468136584226101e-05 -6.3888460461924976e-06 0.0022123724518629119 -4.0736679190089835e-05 -1.0989133578434007e-05 -9.23952482397894e-05
leaf_weight=48 39 29 66 79 76 951 74 49 163 51 43 44 50 28 58 26 45 28 97 41 55 191 26 96 54 135 42 149 61 58
leaf_count=48 39 29 66 79 76 951 74 49 163 51 43 44 50 28 58 26 45 28 97 41 55 191 26 96 54 135 42 149 61 58
internal_value=-0.000839824 0.00289855 -0.0013237 -0.00143411 -0.0034384 -0.00111012 -0.00197719 0.00215686 0.00116279 -0.00345178 -0.00118644 -0.00226779 -0.000432357 0.00220859 0 -0.00436364 0.00248804 -0.00675 -0.00272973 -0.00110769 -0.00380734 -0.00474394 0.000642202 0.0020339 0.00344371 -0.00233333 -0.000776545 0.00106464 0.00365385 -0.00123529
internal_weight=2952 334 2618 2579 338 2241 262 305 257 196 117 818 1423 162 112 54 208 79 739 314 425 370 217 176 150 179 1261 252 103 1009
internal_count=2952 334 2618 2579 338 2241 262 305 257 196 117 818 1423 162 112 54 208 79 739 314 425 370 217 176 150 179 1261 252 103 1009
cat_boundaries=0 18 36 37 38 39
cat_threshold=268435456 17 0 2097280 34 134217728 4194304 805314560 0 8208 32768 256 0 268435456 0 0 0 256 0 0 1075052544 526336 524288 8256 33554432 0 2048 134217728 32 64 268435456 0 0 32 16 512 85148704 10 6
is_linear=0
shrinkage=0.04


Tree=327
num_leaves=31
num_cat=11
split_feature=7 0 7 3 9 15 12 12 4 0 12 0 0 11 7 0 3 3 12 0 0 9 0 0 3 3 4 1 3 3
split_gain=3.00611 1.40942 1.1167 1.06907 1.06848 0.995782 1.23113 1.1543 1.27905 0.965389 0.896992 0.823563 0.775199 0.740053 0.873436 1.66761 0.737645 0.733445 0.987567 0.688009 0.550109 0.541415 1.72463 0.816934 0.634993 0.512955 0.493494 0.594554 0.461529 0.997059
threshold=0 42.250000000000007 1 2016.5000000000002 2 3 4 5 6789.5000000000009 43.675000000000004 6 35.250000000000007 29.500000000000004 7 8 16.750000000000004 2005.5000000000002 2017.5000000000002 9 33.175000000000004 25.500000000000004 10 35.600000000000009 40.250000000000007 2003.5000000000002 2015.5000000000002 16000.000000000002 5.5000000000000009 2007.5000000000002 2001.5000000000002
decision_type=9 10 9 8 9 9 9 9 8 10 9 8 10 9 9 10 10 10 9 10 8 9 10 8 8 8 10 8 10 10
left_child=1 3 10 28 17 6 12 11 -9 21 -2 -7 -6 -12 -15 -16 -13 18 25 -20 -5 22 -10 24 -23 -4 27 -24 29 -1
right_child=2 -3 4 20 5 7 -8 8 9 -11 13 16 -14 14 15 -17 -18 -19 19 -21 -22 23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.5680850176392768e-05 -4.0108422471547555e-05 -0.00011645390589528404 -1.7858930037775167e-05 1.5433578818146999e-06 2.4205695458050512e-05 3.3334668412550172e-05 -7.0565855008126731e-05 -0.00017365132728293985 -0.00012306332856098834 4.4334105582564121e-05 2.1896086041550689e-06 -1.0204993221663017e-05 -3.6000006986114386e-05 -1.7135511347561307e-05 -0.00049575955857172004 -4.2686788040207089e-05 0.00060104622233843937 -0.00032672323124202765 -6.0134923022232557e-05 1.489201716303512e-05 0.00019376676635470601 0.00014343499146249883 8.4667617317677466e-05 -0.00058564928876108984 -1.5828083178845988e-05 -0.00035588695906490386 -3.968833914704817e-05 0.001359555508388226 -5.6214202221269719e-05 0.00044215212536336424
leaf_weight=36 109 85 27 33 70 103 123 102 25 139 167 237 36 103 25 154 44 30 33 123 172 67 99 50 550 87 29 29 32 27
leaf_count=36 109 85 27 33 70 103 123 102 25 139 167 237 36 103 25 154 44 30 33 123 172 67 99 50 550 87 29 29 32 27
internal_value=-0.000882253 0.00237374 -0.00137636 0.00372093 -0.000923535 -0.000525088 -0.00291667 -0.00013468 -0.000799273 -0.000364004 -0.00295255 0.00172152 0.00034188 -0.00204348 -0.00327645 -0.00494737 0.000638298 -0.00308682 -0.00250923 -0.000239521 0.00533981 -0.000870588 0.00103627 -0.00138643 -0.00100324 -0.00512 0.00265823 0.00372093 0.000208333 0.0021875
internal_weight=2946 385 2561 300 2003 1703 229 1474 1090 988 558 384 106 449 282 179 281 300 270 156 205 849 182 667 617 114 157 128 95 63
internal_count=2946 385 2561 300 2003 1703 229 1474 1090 988 558 384 106 449 282 179 281 300 270 156 205 849 182 667 617 114 157 128 95 63
cat_boundaries=0 18 36 38 39 41 43 44 46 64 66 68
cat_threshold=268566529 17 1073741824 8192 32 8194 0 8192 2048 0 32 0 67108864 268435456 0 32 1073741952 32768 0 268435456 68157440 2621956 0 64 131072 0 0 134217728 0 0 128 0 0 0 0 384 257 36 2150629376 17907712 32 16965632 2 140320 32 2147483648 0 0 1048576 2097156 0 0 0 0 0 0 0 0 128 0 0 0 0 128 237568 32 0 12304
is_linear=0
shrinkage=0.04


Tree=328
num_leaves=31
num_cat=7
split_feature=11 8 12 0 11 2 12 6 3 0 3 2 2 0 0 3 3 2 9 3 2 2 2 0 2 2 2 2 4 3
split_gain=1.60314 1.45676 2.14194 1.37856 0.936578 2.27404 0.931907 0.980301 1.97742 1.28883 1.60705 0.974401 1.2901 1.01218 0.8125 0.798385 0.759026 1.85641 1.32937 1.05831 0.754112 0.743381 0.723392 0.647509 0.952513 0.701061 1.22968 2.31262 0.831224 0.596479
threshold=0 1 2 44.07500000000001 3 24.500000000000004 4 5 2003.5000000000002 46.250000000000007 2007.5000000000002 13.500000000000002 59.500000000000007 38.20000000000001 46.250000000000007 2007.5000000000002 2000.5000000000002 46.500000000000007 6 2000.5000000000002 1.5000000000000002 24.500000000000004 14.500000000000002 40.675000000000004 3.5000000000000004 29.500000000000004 41.500000000000007 54.500000000000007 984745000.00000012 1995.5000000000002
decision_type=9 9 9 10 9 10 9 9 8 10 8 8 10 10 10 10 8 10 9 10 8 10 10 10 10 10 10 10 8 10
left_child=-1 2 3 4 5 -2 15 9 -9 10 21 -12 13 -13 -5 16 17 -3 -18 23 -10 -8 -4 25 -25 28 -27 -28 -20 -24
right_child=1 6 22 14 -6 -7 7 8 20 -11 11 12 -14 -15 -16 -17 18 -19 19 -21 -22 -23 29 24 -26 26 27 -29 -30 -31
leaf_value=-0.00015835134611890566 -1.8127126057976284e-06 -0.00072912822508882865 3.8664787254845123e-05 9.8284588568944283e-05 1.0196773939696869e-06 -0.00072467935428736756 -0.0002400894627550798 0.0020327729374033866 -0.00022309086803574019 -7.6827266728543008e-05 -0.00010232225187849053 0.00079180339416211614 -4.3618356209975675e-05 -7.9064776119963647e-06 -1.1491096460218841e-05 -6.1378507567049216e-05 0.00081323983996647083 3.0749797147819894e-05 -0.00029124652872162925 0.00093368561740916792 -6.17240337234648e-06 -8.487194142460908e-05 0.00014035456171811235 0.0005933427873487673 -0.00012165046504986066 0.0016106841479271595 -0.00053281084078555814 7.914237735342056e-05 -2.103742870566805e-05 3.1906197030586727e-05
leaf_weight=103 77 38 116 25 144 54 27 42 42 38 153 49 56 97 26 114 101 26 34 41 852 28 103 26 66 51 31 114 237 32
leaf_count=103 77 38 116 25 144 54 27 42 42 38 153 49 56 97 26 114 101 26 34 41 852 28 103 26 66 51 31 114 237 32
internal_value=-0.00078125 -0.000589267 0.00119048 -0.000949555 -0.00210145 -0.0043662 -0.00104661 -0.00169176 -0.00092925 -0.0032244 -0.00262774 -0.00162921 0.000197044 0.00217687 0.005 -2.24719e-05 0.000443864 -0.00369231 0.000826211 6.54664e-05 -0.00134078 -0.00892857 0.00389313 -0.000392857 -0.00344086 0.000213675 0.00203046 0.000136986 -0.00110294 0.00602941
internal_weight=2943 2840 577 326 275 131 2263 1384 936 448 410 355 202 146 51 879 765 64 701 600 894 55 251 559 92 467 196 145 271 135
internal_count=2943 2840 577 326 275 131 2263 1384 936 448 410 355 202 146 51 879 765 64 701 600 894 55 251 559 92 467 196 145 271 135
cat_boundaries=0 3 32 34 36 38 39 41
cat_threshold=2214592514 1572896 6144 1073741824 2052 0 134217728 0 1 262144 0 0 32768 0 133120 0 1048576 0 4096 0 0 33554432 8192 256 0 4194304 0 0 268468224 0 0 524288 68313346 32 32772 1024 17836034 2 340 0 164
is_linear=0
shrinkage=0.04


Tree=329
num_leaves=31
num_cat=11
split_feature=8 12 11 8 3 2 2 12 11 2 9 2 4 4 5 12 11 3 2 2 15 2 3 3 15 2 2 2 2 5
split_gain=3.42233 1.52774 1.14901 1.06022 1.37461 1.03251 1.12438 0.960244 0.94136 1.1675 0.823958 1.00826 0.760706 1.73187 0.764652 1.06499 1.56692 0.970627 0.829577 0.875229 0.754436 1.21037 0.700415 1.03023 0.660561 1.91926 1.24527 0.936506 0.61296 0.607357
threshold=0 1 2 3 2009.5000000000002 70.500000000000014 11.500000000000002 4 5 10.500000000000002 6 36.500000000000007 4683340000.000001 9330535000.0000019 1.5000000000000002 7 8 2016.5000000000002 69.500000000000014 3.5000000000000004 9 17.500000000000004 2008.5000000000002 1996.5000000000002 10 8.5000000000000018 16.500000000000004 11.500000000000002 5.5000000000000009 3.5000000000000004
decision_type=9 9 9 9 8 8 10 9 9 8 9 10 10 10 8 9 9 8 10 10 9 8 10 10 9 8 10 8 10 8
left_child=1 5 -2 4 -4 6 -1 22 9 -5 11 -10 14 -14 -12 16 18 -18 19 -16 21 28 23 -3 26 -26 27 -19 -17 -22
right_child=2 7 3 8 -6 -7 -8 -9 10 -11 12 -13 13 -15 15 20 17 24 -20 -21 29 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00019265520370616686 -7.9662521052412667e-05 2.1514854501418768e-05 -0.00017320855495199796 -7.7792972069126164e-05 -1.9179042335792929e-05 -8.3334373414345464e-05 5.8789288886949013e-05 0.00030931785662470903 9.6310310866343227e-06 0.00016566295727209025 -0.00032712070817950692 0.0014343350949953761 -0.00065154677910914669 -4.3474290407665706e-05 -0.00014451102732504495 6.8569267060141214e-05 -0.00012975282992812255 -3.7869659288460867e-05 -0.00027079927720109255 -2.9814314027021285e-05 0.00016581092019425371 6.884172324561177e-05 0.00052633720421422223 -0.00056766275505431456 0.005220449969432721 2.7746838956232977e-06 3.7678579358555455e-05 -0.00047483564913761714 -0.00016423522638618239 -9.3143983000487649e-06
leaf_weight=33 109 229 27 28 196 34 46 228 120 84 89 26 26 64 26 30 76 69 44 163 32 71 26 25 29 135 89 27 28 779
leaf_count=33 109 229 27 28 196 34 46 228 120 84 89 26 26 64 26 30 76 69 44 163 32 71 26 25 29 135 89 27 28 779
internal_value=-0.000628973 0.00199367 -0.00132044 -0.00111062 -0.00367521 -0.00209677 0.00025 0.00292871 -0.000811339 0.00260163 -0.00102378 0.00178344 -0.00126398 -0.00483516 -0.0010782 -0.000875547 -0.00209268 -0.00059633 -0.00467213 -0.00368421 0 0.00271429 0.00123711 0.000627451 0.000285714 0.00205714 -0.00132653 -0.00453608 -0.00135593 -0.000462287
internal_weight=2988 621 2367 2258 223 113 79 508 2035 112 1923 146 1777 90 1687 1598 658 425 233 189 940 129 280 254 349 164 185 96 58 811
internal_count=2988 621 2367 2258 223 113 79 508 2035 112 1923 146 1777 90 1687 1598 658 425 233 189 940 129 280 254 349 164 185 96 58 811
cat_boundaries=0 30 31 34 63 65 67 69 71 72 73 74
cat_threshold=0 2048 0 0 1073741824 0 262144 2147483648 0 32768 0 2052 0 1024 0 4096 0 0 33554432 2048 256 0 4194304 0 0 32768 0 0 524288 12288 68354048 16384 0 6144 268435472 8 0 134217728 0 0 0 0 0 0 0 0 8256 0 0 0 0 0 4096 0 2147483648 0 0 0 0 1073741824 0 0 128 17666 34 0 74752 1073741824 48 68288864 34 32800 2147483648 201326592
is_linear=0
shrinkage=0.04


Tree=330
num_leaves=31
num_cat=13
split_feature=7 8 12 3 12 7 0 9 12 3 2 9 12 2 2 1 2 0 3 2 15 2 11 12 2 12 2 2 2 2
split_gain=2.28601 1.65882 1.2807 1.22717 1.19119 1.1863 1.17926 1.83647 0.958149 0.946931 0.853596 0.829658 0.866481 0.845621 0.75938 0.748671 0.711618 0.687707 0.768841 0.615318 1.2735 1.63101 1.17069 2.19713 1.42796 0.892873 0.5932 0.944041 0.596101 0.56084
threshold=0 1 2 2008.5000000000002 3 4 18.500000000000004 5 6 2004.5000000000002 75.500000000000014 7 8 16.500000000000004 478.50000000000006 5.5000000000000009 40.500000000000007 42.710000000000008 1997.5000000000002 24.500000000000004 9 16.500000000000004 10 11 71.500000000000014 12 108.50000000000001 10.500000000000002 19.500000000000004 49.500000000000007
decision_type=9 9 9 10 9 9 10 9 9 8 8 9 9 8 8 8 8 10 8 8 9 10 9 9 10 9 10 8 10 10
left_child=2 4 16 17 15 8 -6 -8 -3 29 -9 19 -13 -14 -12 -2 -1 18 -4 20 -11 25 23 24 -21 -22 27 -20 -29 -7
right_child=1 5 3 -5 6 9 7 10 -10 11 14 12 13 -15 -16 -17 -18 -19 26 22 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00019711321023596184 -3.4758323092631829e-06 -7.219189979487339e-05 -2.9542242675262286e-06 -5.4168355965131808e-05 -8.7897157260101726e-05 -1.1652835704722974e-05 -3.900218685693346e-05 0.00061286725358364433 -7.076295540855426e-06 -8.29662336278858e-05 -5.4536167549201768e-05 -2.517050135224963e-05 -0.00014140470626635703 -0.00054786911035094473 0.00026248949868730166 -0.00014957799259047278 1.1171432273471284e-06 1.0439599376610431e-06 3.5603247379327741e-05 -4.0194587775488342e-06 -6.4571999363352003e-05 7.0170752155540583e-05 -6.9762109490270068e-05 4.9939705891546283e-05 -0.00016306324554317796 1.162502748542238e-05 1.3218890117201454e-05 0.0027661747562626716 0.00046334435410884113 0.00024885954938895337
leaf_weight=64 79 122 27 36 45 76 103 141 118 105 29 111 89 75 69 28 41 51 52 87 212 132 409 175 30 212 30 31 71 72
leaf_count=64 79 122 27 36 45 76 103 141 118 105 29 111 89 75 69 28 41 51 52 87 212 132 409 175 30 212 30 31 71 72
internal_value=-0.000588437 -0.00103557 0.00217391 0.00349515 0.0010297 -0.00154224 0.0020603 0.00291545 -0.00414343 -0.00116927 0.00472 -0.00145299 -0.00342657 -0.00525714 0.0020202 -0.00254237 -0.00155172 0.00456274 0.00556604 -0.00101966 -0.000151057 0.000634921 -0.00185185 0.000132013 -0.00390625 -0.000564706 0.00648649 0.00748387 0.00970874 0.00187919
internal_weight=2922 2519 403 298 494 2025 387 342 240 1785 239 1637 275 164 98 107 105 262 211 1362 661 556 701 292 117 424 184 154 102 148
internal_count=2922 2519 403 298 494 2025 387 342 240 1785 239 1637 275 164 98 107 105 262 211 1362 661 556 701 292 117 424 184 154 102 148
cat_boundaries=0 17 46 47 48 65 67 68 70 72 73 76 77 78
cat_threshold=268435456 1 8192 10244 32 134217730 0 8192 33556480 8192 0 0 0 268435456 0 0 128 1073741840 0 4 0 0 0 262144 0 0 32768 0 2048 0 1536 0 4096 0 0 33554432 0 128 0 0 0 0 32768 64 0 524288 16933920 68372480 0 48 605028352 512 0 0 0 0 0 32 0 320 268435456 0 0 0 1073745920 128 20512 107522 0 30880 91392 32 2282749952 32800 2147483648 524288 1261856 1098786
is_linear=0
shrinkage=0.04


Tree=331
num_leaves=31
num_cat=16
split_feature=7 8 4 12 4 11 9 3 8 6 12 9 3 5 7 0 6 1 18 3 13 3 11 5 3 6 18 0 0 3
split_gain=2.55152 2.18171 1.31045 1.19599 2.10811 1.4211 1.73356 1.69863 1.17681 1.88826 0.997998 0.926969 0.916703 0.896398 0.852791 0.829301 0.767959 0.73673 0.709608 0.666156 0.663363 0.839676 0.776966 0.620445 0.616771 0.825102 0.524025 0.664542 1.15931 0.820217
threshold=0 1 680725000.00000012 2 481.00000000000006 3 4 2018.5000000000002 5 6 7 8 1977.5000000000002 2.5000000000000004 9 47.250000000000007 10 4.5000000000000009 11 1997.5000000000002 12 2001.5000000000002 13 3.5000000000000004 2004.5000000000002 14 15 20.500000000000004 39.07500000000001 2019.5000000000002
decision_type=9 9 8 9 8 9 9 10 9 9 9 9 10 8 9 10 9 10 9 10 9 8 9 8 8 9 9 10 10 8
left_child=8 2 13 11 -5 7 12 24 -1 -10 -4 15 18 -2 19 23 -13 -8 -7 -11 22 -22 -18 -3 -6 -26 -25 -28 -29 -30
right_child=1 3 10 4 5 6 17 -9 9 14 -12 16 -14 -15 -16 -17 20 -19 -20 -21 21 -23 -24 26 25 -27 27 28 29 -31
leaf_value=2.4829274568105576e-06 1.1071779919795688e-05 2.0486286297156653e-05 9.5183205051085906e-06 9.3904301234459808e-05 0.00026988620225562701 -9.3829418643309745e-06 -0.00092972007404874552 0.00087379886435833497 -8.2252488044787236e-06 -0.00014264413288106681 0.00028488464148555435 0.00010119972961419421 -0.00010205918634369482 -0.00058447625993956369 -0.00041130043928205851 -0.00025551067490795279 3.0129634270927852e-05 -1.2754847313374285e-05 0.00018078744731553798 3.6531657160310259e-05 -0.0017867809050375882 3.5154077999948185e-05 -7.8913248602745508e-05 0.00029695704845149605 -0.00039074406763504047 -4.8990985396564215e-05 1.4081628676692049e-05 -0.00045248971339287183 0.0001094593257882437 -0.00027601998249508595
leaf_weight=113 44 80 149 43 36 36 59 33 145 70 220 121 44 25 155 25 126 67 120 33 25 335 141 36 103 392 37 26 40 63
leaf_count=113 44 80 149 43 36 36 59 33 145 70 220 121 44 25 155 25 126 67 120 33 25 335 141 36 103 392 37 26 40 63
internal_value=-0.000665987 -0.000114895 0.00240535 -0.00068034 -0.0017161 -0.00215488 0 -0.00333913 -0.00318786 -0.0042029 0.00340541 0.000243902 0.00227488 -0.00257143 -0.00624535 -0.00157233 0.00100132 -0.00350365 0.00382166 -0.00263158 0.000407524 0.00150943 -0.00107914 -0.000989399 -0.00394737 -0.00431452 -0.00216749 -0.00311377 -0.00446154 -0.0025
internal_weight=2942 2426 438 1988 933 890 326 564 516 403 369 1055 200 69 258 307 748 126 156 103 627 360 267 282 531 495 202 166 129 103
internal_count=2942 2426 438 1988 933 890 326 564 516 403 369 1055 200 69 258 307 748 126 156 103 627 360 267 282 531 495 202 166 129 103
cat_boundaries=0 18 47 49 50 52 75 76 77 79 92 93 94 95 96 97 98
cat_threshold=147456 128 1678770176 0 524290 64 33554432 541065216 0 32 32768 64 268435472 0 0 32 1073745920 384 1073741824 2052 0 0 0 0 262144 0 0 0 0 2052 8192 512 0 0 0 0 0 2048 0 0 4194304 0 0 0 0 0 524288 17927170 2 49188 0 2052 0 8 0 0 0 0 0 0 0 0 0 131072 0 0 0 4096 0 0 0 8192 0 0 16777216 132 67174402 1 28676 0 128 0 0 524288 0 0 0 0 32 0 64 16 320 4 12 4 388 4
is_linear=0
shrinkage=0.04


Tree=332
num_leaves=31
num_cat=10
split_feature=7 7 2 4 8 5 0 2 5 5 11 0 0 15 7 2 2 5 9 4 12 0 2 2 8 2 0 4 12 3
split_gain=2.76027 1.50767 1.48212 1.72513 0.928015 1.3908 0.886097 0.858351 1.57335 0.907413 0.831288 0.814455 0.709113 0.736689 0.89406 0.997863 0.800699 1.78457 0.87909 1.64075 1.40502 1.98732 1.53278 1.15633 1.05189 2.23662 1.11148 0.92368 1.16316 1.71839
threshold=0 1 17.500000000000004 481.00000000000006 2 2.5000000000000004 42.250000000000007 47.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 3 40.250000000000007 55.500000000000007 4 5 86.500000000000014 3.5000000000000004 1.5000000000000002 6 6789.5000000000009 7 35.250000000000007 28.500000000000004 100.50000000000001 8 26.500000000000004 16.750000000000004 575.00000000000011 9 1997.5000000000002
decision_type=9 9 8 10 9 8 10 8 10 10 9 10 10 9 9 8 8 8 9 10 9 10 8 8 9 10 10 10 9 10
left_child=2 6 -1 11 5 -3 7 9 -9 -2 -6 -4 13 -12 15 -15 17 -16 19 27 21 22 -20 -24 25 -22 -27 28 29 -18
right_child=1 4 3 -5 10 -7 -8 8 -10 -11 12 -13 -14 14 16 -17 18 -19 20 -21 24 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010124178028113916 -3.6975005747699189e-05 -0.00030104854155318608 1.7952839961026257e-05 0.0014287194188757723 -0.00013877890799328442 0.00024455619518082728 -0.00018103193695083065 -2.0337932952756433e-05 -0.0008011131533318405 0.0010807268464349561 -0.00015165665598992461 -0.00025549783813261229 -7.2392045473250729e-05 -5.2584803123068016e-06 -0.000325023234733024 0.000746283607214906 0.00012641290064053124 4.7465443870891025e-05 2.4034641467309826e-05 0.00071335186720801859 -9.9132296696780031e-05 -0.00017625451551797511 -6.3180377124574246e-05 0.0001252373201112178 -2.494303118737662e-05 1.0926504234802792e-05 0.0019934489548440837 -0.00027509053671039398 -2.0747800905738244e-05 -0.00015913218667741092
leaf_weight=72 96 29 65 33 106 80 28 50 29 29 103 31 26 65 27 45 127 170 80 45 51 222 146 28 728 25 43 48 325 49
leaf_count=72 96 29 65 33 106 80 28 50 29 29 103 31 26 65 27 45 127 170 80 45 51 222 146 28 728 25 43 48 325 49
internal_value=-0.000926049 -0.00125222 0.00349057 0.00107692 -0.000961613 0.0025 -0.00427984 -0.0035122 -0.00675 -0.00142857 -0.00112551 -0.00164948 -0.000956007 -0.00088488 -0.000715884 0.00264463 -0.000903529 0.00151515 -0.00115746 0.000132231 -0.00172414 -0.00344969 -0.00109804 -0.0032 -0.000722611 0.00261538 0.00753623 -0.000472727 3.98406e-05 0.00256684
internal_weight=3001 2800 201 129 2568 109 232 204 79 125 2459 96 2353 2327 2224 110 2114 197 1917 594 1323 476 254 174 847 119 68 549 501 176
internal_count=3001 2800 201 129 2568 109 232 204 79 125 2459 96 2353 2327 2224 110 2114 197 1917 594 1323 476 254 174 847 119 68 549 501 176
cat_boundaries=0 17 35 64 66 67 84 86 87 110 111
cat_threshold=268435456 0 1073741824 2560 32 2 0 8192 0 134225936 0 0 16 0 0 0 128 16386 0 0 2097152 524288 8192 0 0 2048 268435456 0 0 128 0 0 32 0 256 1073741840 2048 0 0 65536 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 32768 0 0 524288 67125248 589824 135266304 1 1 0 0 2 64 0 0 0 0 0 0 0 0 0 0 4096 256 20532 68345888 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 384 0 4194304 148738
is_linear=0
shrinkage=0.04


Tree=333
num_leaves=31
num_cat=11
split_feature=7 7 9 8 8 0 3 0 4 4 3 9 1 0 0 3 9 5 3 13 0 11 9 0 9 0 0 1 1 0
split_gain=3.35444 1.79 1.29644 1.32638 1.0013 1.47841 0.897056 0.654808 0.885366 1.3118 0.613588 0.784946 0.91959 1.70045 1.09417 0.612557 0.56532 0.52723 0.524731 0.519279 0.586567 0.740877 0.792281 1.41349 0.503712 2.12068 0.478492 0.407944 0.395206 0.378252
threshold=0 1 2 3 4 46.250000000000007 2020.5000000000002 52.740000000000002 12000.000000000002 1514.5000000000002 2006.5000000000002 5 4.5000000000000009 37.750000000000007 44.07500000000001 2018.5000000000002 6 5.5000000000000009 2024.5000000000002 7 27.750000000000004 8 9 42.250000000000007 10 32.500000000000007 35.850000000000009 3.5000000000000004 5.5000000000000009 36.400000000000006
decision_type=9 9 9 9 9 10 8 8 10 10 10 9 10 10 10 8 9 8 8 9 10 9 9 10 9 10 10 10 10 10
left_child=10 4 15 24 26 16 -5 8 9 18 11 12 -1 -14 -15 -3 28 -13 -8 20 -20 22 -22 -24 25 -4 27 -2 29 -6
right_child=1 2 3 6 5 -7 7 -9 -10 -11 -12 17 13 14 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00064459272607688691 5.2096368847429634e-05 1.5770968330706126e-05 -8.6504787845598233e-06 -3.0755884141626664e-05 -9.6431516064043874e-06 -7.6059712810234718e-05 8.6661144996185159e-05 -5.6364283625782722e-05 -2.2947610361434557e-05 0.00035086709856820166 0.0002537917812829704 1.1357588196432289e-05 -0.00017009863771868082 0.00037812202128101547 -1.5010582551155949e-07 -0.0008132170975008535 -7.7692072091650752e-06 9.8357357782958839e-05 9.6750482544507573e-05 0.00013505657805950477 -2.9958133739178549e-05 -0.00016827459024867152 0.00025329472159512533 -3.5673569388876558e-05 9.4166015643182285e-06 -0.00049714714574335519 1.1380031829837378e-05 -2.8545638913684002e-05 -0.00010770372914826964 -7.1351280484748263e-05
leaf_weight=42 45 28 269 317 104 29 25 29 58 37 53 51 25 55 39 74 110 67 103 167 178 115 162 30 108 48 116 192 38 176
leaf_count=42 45 28 269 317 104 29 25 29 58 37 53 51 25 55 39 74 110 67 103 167 178 115 162 30 108 48 116 192 38 176
internal_value=-0.000691802 -0.00118334 -0.000454804 -0.00016898 -0.00272838 -0.00397436 0.000503247 0.00114917 0.00134703 0.00168704 0.00303207 0.00235714 0.000348837 0.00216667 0.00463158 -0.00460177 -0.00344988 0.00465116 0.00133163 0.00113757 0.000534224 -4.11523e-05 0.000839895 0.00256158 -0.00206422 -0.00286585 -0.00104396 -0.00210084 -0.00425532 -0.00384342
internal_weight=2890 2558 1748 1646 810 457 1221 904 875 817 332 279 161 119 94 102 428 118 780 755 588 485 370 192 425 317 353 237 318 280
internal_count=2890 2558 1748 1646 810 457 1221 904 875 817 332 279 161 119 94 102 428 118 780 755 588 485 370 192 425 317 353 237 318 280
cat_boundaries=0 17 35 37 67 90 92 94 95 97 99 101
cat_threshold=268435456 1 0 2105344 0 134217730 0 8192 33556480 16 0 0 0 0 0 0 4224 1 128 1678770176 526848 524320 0 33685504 0 65536 0 8224 0 144 268435456 0 32 16 128 1073742080 32 0 8 0 0 0 0 0 2147483648 0 0 0 0 8192 512 0 4096 0 0 0 0 0 0 16777216 0 0 0 0 0 524288 4096 0 0 0 0 0 0 262144 2147483648 0 0 0 0 10240 512 0 0 0 0 0 0 0 0 16777216 0 26624 0 22544 6 4 1024 0 2052 1 6144
is_linear=0
shrinkage=0.04


Tree=334
num_leaves=31
num_cat=7
split_feature=7 7 8 4 2 2 8 6 0 0 6 4 2 2 3 3 2 1 0 4 2 2 1 2 0 6 4 3 1 3
split_gain=3.14061 1.62058 1.69838 1.7841 1.2373 1.16688 1.08258 1.05697 0.928125 0.744937 1.2601 1.98587 1.17502 1.13118 0.945921 0.94281 0.941917 0.677455 1.59455 0.94872 0.932581 0.854067 0.669683 0.730504 0.900687 0.68795 0.667183 0.649319 0.824555 0.625044
threshold=0 1 2 5828530000.000001 129.50000000000003 14.500000000000002 3 4 35.600000000000009 42.250000000000007 5 6789.5000000000009 24.500000000000004 26.500000000000004 2007.5000000000002 1994.5000000000002 23.500000000000004 2.5000000000000004 37.250000000000007 3500075000.0000005 39.500000000000007 6.5000000000000009 5.5000000000000009 5.5000000000000009 35.600000000000009 6 8.0000000000000018 2005.5000000000002 5.5000000000000009 2017.5000000000002
decision_type=9 9 9 10 10 10 9 9 10 8 9 10 10 10 10 10 8 10 8 10 10 10 8 10 10 9 10 8 10 10
left_child=17 7 5 4 6 -3 -4 8 -2 10 26 12 14 -14 15 16 22 19 -19 -1 21 -20 25 -24 -25 -12 29 -15 -29 -8
right_child=1 2 3 -5 -6 -7 9 -9 -10 -11 11 -13 13 27 -16 -17 -18 18 20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00058941948238050662 -0.00032692520044513173 -0.00013171867951349724 2.6750116549791871e-05 -0.00042588494079875971 5.0098172482435643e-05 -1.2490622300802557e-05 -6.5509889560679823e-05 -6.8113560516209757e-05 6.4133670931312289e-05 -8.4387473593352527e-05 3.1908941429037443e-06 0.00022823924538407426 -0.00032779340231151369 0.0019130228999469524 -5.949256717265428e-05 0.00090818822877228203 0.00050242619864043552 -0.00011090810826239306 0.0012092555231813407 0.00093974323534254725 0.0012081742928893391 2.527129332207778e-05 0.00042686477603812281 1.8480647031537957e-06 -0.0010036565304762134 0.0001798764213422288 -0.0006366202066564597 -6.0307142888227364e-05 1.0938699844089684e-05 0.00080425138355252554
leaf_weight=33 29 121 274 26 161 223 230 252 79 165 267 27 30 31 101 34 43 25 36 26 58 45 36 25 34 121 34 290 94 27
leaf_count=33 29 121 274 26 161 223 230 252 79 165 267 27 30 31 101 34 43 25 36 26 58 45 36 25 34 121 34 290 94 27
internal_value=-0.000611148 -0.000983725 -0.000598753 -0.000155264 -1.97531e-05 -0.00315493 -0.000311159 -0.00345013 0 -0.0007125 -0.000421053 0.000192308 -7.22674e-05 -0.00165919 0.000996979 0.00163993 0.00121442 0.00384615 0.00533333 0.000333333 0.007 0.00414634 0.000702479 -0.00229167 -0.005 0.00143959 -0.00271523 -0.00110577 -0.00155844 -0.00209302
internal_weight=2977 2754 2394 2050 2024 344 1863 360 108 1589 1424 1133 1106 445 661 560 526 223 164 59 139 81 483 95 59 388 291 415 384 257
internal_count=2977 2754 2394 2050 2024 344 1863 360 108 1589 1424 1133 1106 445 661 560 526 223 164 59 139 81 483 95 59 388 291 415 384 257
cat_boundaries=0 17 35 65 85 86 87 88
cat_threshold=268435456 268435456 0 8192 34 134217730 0 8192 33554432 0 32 0 67108864 0 0 0 128 0 0 1175453696 2097156 65536 64 0 809500672 0 134217728 0 0 128 0 67108864 0 16 128 0 0 4 0 0 1 0 0 1 0 0 33556480 0 512 0 0 0 0 33554432 8192 256 0 4194304 8 0 49152 0 0 524416 4096 268435456 0 0 134217728 2147483648 0 262144 0 0 32768 0 0 2048 0 0 4096 0 0 4096 2048 22 260 26
is_linear=0
shrinkage=0.04


Tree=335
num_leaves=31
num_cat=12
split_feature=8 7 12 0 9 8 7 9 12 12 3 12 0 3 0 3 0 7 3 3 3 0 5 0 4 4 9 1 4 4
split_gain=1.91521 2.2432 1.44104 1.22062 1.07504 1.01792 1.19996 1.22257 1.85109 1.28575 1.35013 1.19282 1.16678 1.14028 1.00376 0.993097 0.943077 0.897063 0.840945 0.935772 0.858232 0.828727 0.766067 0.99776 0.70537 0.648025 0.89481 1.46147 0.59252 0.591846
threshold=0 1 2 22.250000000000004 3 4 5 6 7 8 2014.5000000000002 9 16.750000000000004 2016.5000000000002 36.900000000000006 2020.5000000000002 42.710000000000008 10 1996.5000000000002 2003.5000000000002 2011.5000000000002 42.710000000000008 4.5000000000000009 37.250000000000007 539925000.00000012 775.00000000000011 11 5.5000000000000009 28.000000000000004 676.50000000000011
decision_type=9 9 9 10 9 9 9 9 9 9 8 9 10 8 8 8 10 9 10 10 10 10 8 10 8 10 9 8 10 10
left_child=2 -2 22 -4 -5 15 11 9 14 10 -8 16 -12 -10 -9 -3 -7 -11 21 -20 -21 24 -1 -24 -19 26 27 -15 -6 -14
right_child=1 5 3 4 28 6 7 8 13 17 12 -13 29 25 -16 -17 -18 18 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.3713506710715251e-05 -0.00010302534482121928 -0.00089734529761546615 -0.00012603370447330064 -3.8233844251180926e-05 2.2886098849355107e-05 0.0008156431593187108 -0.00014060969301915805 5.1840648523757691e-05 -0.0005479127851632981 5.3012515807893124e-06 -4.215149895955506e-05 -1.1192937332786813e-05 0.00011105874782032288 -3.0042809105310652e-05 0.00021374397747184304 -3.4017808047934753e-05 -4.3014534576073517e-05 2.2581741030904824e-05 9.0737306570432e-05 -0.00019458335848966614 1.8807057010405971e-07 -4.0735760860499683e-06 7.828644946386021e-06 0.00021934177985915681 -9.7746956947375449e-05 0.00066121582645763512 3.7517399413218299e-05 -0.00098787044448869201 0.00023378877776728758 -2.3647150941847884e-05
leaf_weight=45 211 42 37 105 139 75 44 60 70 136 117 132 228 91 200 60 25 28 31 35 77 90 91 90 367 57 154 37 25 34
leaf_count=45 211 42 37 105 139 75 44 60 70 136 117 132 228 91 200 60 25 28 31 35 77 90 91 90 367 57 154 37 25 34
internal_value=-0.000456714 -0.000936982 0.00169429 -0.000126183 0.000814815 -0.000545207 -0.00034302 -0.000685592 0.000676471 -0.00145242 0.000322581 0.00230453 0.00110526 -0.001 0.00324723 -0.00424779 0.00540541 -0.00242581 -0.00306729 -0.000416667 -0.00212389 -0.00390947 0.00405063 0.00538462 -0.00469697 -5.88235e-05 -0.000848057 -0.00316547 0.00274286 0.00258555
internal_weight=2933 2401 532 306 269 2190 2088 1856 669 1187 423 232 379 409 260 102 100 764 628 143 112 485 226 181 395 339 282 128 164 262
internal_count=2933 2401 532 306 269 2190 2088 1856 669 1187 423 232 379 409 260 102 100 764 628 143 112 485 226 181 395 339 282 128 164 262
cat_boundaries=0 30 47 49 51 78 90 92 93 95 96 104 106
cat_threshold=268435456 2052 0 134217728 65536 0 262144 0 0 0 0 4 8192 1024 0 0 0 0 4096 8192 128 0 4194304 0 0 0 0 0 0 8192 268435458 268435504 1610612736 524292 524288 0 0 0 0 0 0 0 268435456 268435456 0 0 128 67177792 32 0 20484 3221225472 0 0 0 2147483648 1 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 64 131072 129 0 2099200 2 134217728 0 268443648 0 0 0 384 257 10256 17023296 68191488 32 16818210 0 0 67108864 0 0 0 0 131072 0 20480
is_linear=0
shrinkage=0.04


Tree=336
num_leaves=31
num_cat=14
split_feature=7 2 8 2 9 12 4 13 2 13 2 7 12 11 0 0 4 12 12 12 8 4 2 0 2 2 7 3 2 3
split_gain=3.51773 1.65986 1.85402 2.02521 1.52492 1.83114 1.51971 1.4677 2.24273 1.35588 1.31942 1.12717 1.26456 1.08283 1.97097 1.63944 1.47433 1.89221 1.04538 0.990521 1.19337 0.876108 0.962715 0.817757 1.09179 1.3125 0.796307 0.953992 0.790123 0.746577
threshold=0 103.50000000000001 1 17.500000000000004 2 3 775.00000000000011 4 37.500000000000007 5 40.500000000000007 6 7 8 37.750000000000007 40.250000000000007 54014.000000000007 9 10 11 12 5157000000.000001 38.500000000000007 24.500000000000004 34.500000000000007 44.500000000000007 13 2001.5000000000002 510.50000000000006 1.0000000180025095e-35
decision_type=9 10 9 8 9 9 8 9 10 9 8 9 9 9 10 10 8 9 9 9 9 8 8 10 10 10 9 10 10 10
left_child=6 2 3 -2 5 -4 -1 8 -7 28 -5 12 23 14 -13 18 -15 -18 -16 20 -8 -9 -23 24 -6 -26 -22 -28 29 -3
right_child=1 9 4 10 11 7 19 21 -10 -11 -12 13 -14 16 15 -17 17 -19 -20 -21 26 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0012332358844056302 -8.8842779540492244e-05 -1.6707283284986829e-05 0.00022646625299945102 7.2293464749826345e-05 8.7382181606443518e-06 -9.7606073366094396e-05 7.4405329317173144e-06 0.00021693219933780484 0.00067915232637027144 0.00042326147329909249 -3.4465884230314717e-05 -0.0006813459410540901 1.4136560318647185e-05 0.00012558212580572104 0.0009571900640320053 -5.6610438080646474e-05 0.00022885090704122035 3.8482691351759969e-06 1.3018357741074738e-05 -4.2242179623031004e-06 -2.9025791507493181e-05 -0.00016374486834543235 -0.0012940462665016383 -0.00014658758781820326 -0.0001311242182908856 -6.6373288966232734e-05 -0.00015009955381081852 -2.3437642791499515e-05 -0.0002220748174818965 4.0723569259384365e-05
leaf_weight=42 94 54 102 48 100 115 100 29 31 116 71 35 227 31 196 92 109 213 212 242 104 125 31 50 26 76 195 32 26 26
leaf_count=42 94 54 102 48 100 115 100 29 31 116 71 35 227 31 196 92 109 213 212 242 104 125 31 50 26 76 195 32 26 26
internal_value=-0.000474415 0.000311665 -4.96524e-05 -0.00348214 0.000375483 -0.00166667 -0.00289256 -0.00309942 0 0.00358744 -0.000166667 0.00103048 -0.000530612 0.00186874 0.000695971 0.00135729 0.00357143 0.0028483 0.00244499 -0.00246291 -0.00357466 -0.00540816 -0.00687898 -0.00243346 -0.00137931 -0.00427184 -0.00473684 -0.00613445 0 0.00197531
internal_weight=2950 2235 2013 213 1800 433 715 331 146 222 119 1367 479 888 535 500 353 322 408 673 431 185 156 252 202 102 331 227 106 80
internal_count=2950 2235 2013 213 1800 433 715 331 146 222 119 1367 479 888 535 500 353 322 408 673 431 185 156 252 202 102 331 227 106 80
cat_boundaries=0 18 47 49 50 51 52 62 64 65 66 67 69 92 109
cat_threshold=16386 268435456 536879104 526848 589856 64 0 536870912 67584 402661376 0 2097280 8388624 268435456 67108864 0 4112 384 0 8 0 0 2147483648 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 2147483904 0 4194304 8 0 16384 64 0 524288 131328 24596 1074464 12 12 0 128 0 4 0 0 131072 131072 0 32 84959488 32 32772 167232 83894338 1131842 32 0 0 0 0 0 0 262144 0 0 0 0 131072 0 512 0 0 0 0 0 0 0 0 16777216 0 0 8192 2048 0 0 0 0 2048 0 0 0 16 0 0 0 16
is_linear=0
shrinkage=0.04


Tree=337
num_leaves=31
num_cat=6
split_feature=0 2 2 9 1 4 0 0 12 4 4 11 3 6 3 12 3 2 2 3 0 3 2 1 2 13 4 4 2 1
split_gain=1.15015 1.89877 1.24798 0.859239 1.80729 1.174 1.51163 0.929699 0.98099 1.05108 0.903952 0.869545 1.68651 0.9409 1.30536 1.29408 1.36331 1.03499 1.86887 1.37431 0.841596 1.08075 0.841468 0.803036 0.770617 0.728347 2.71228 1.40382 0.899598 0.715615
threshold=46.250000000000007 64.500000000000014 24.500000000000004 0 4.5000000000000009 111.00000000000001 43.675000000000004 26.500000000000004 1 3890.0000000000005 11633120000.000002 2 1996.5000000000002 3 2013.5000000000002 4 1997.5000000000002 89.500000000000014 45.500000000000007 2017.5000000000002 42.250000000000007 2011.5000000000002 277.00000000000006 5.5000000000000009 4.5000000000000009 5 1009900000.0000001 807475000.00000012 414.00000000000006 5.5000000000000009
decision_type=10 10 10 9 10 10 8 10 9 8 8 9 10 9 10 9 10 10 10 8 10 10 10 8 8 9 10 10 8 8
left_child=3 2 24 5 10 6 11 -6 -9 -10 -5 12 -1 15 22 17 23 18 19 -13 21 -11 -15 -17 -2 27 -27 -7 -28 -21
right_child=1 -3 -4 4 7 25 -8 8 9 20 -12 13 -14 14 -16 16 -18 -19 -20 29 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-1.0800735844682663e-05 2.0690759719848019e-05 -6.1170734226294603e-05 7.1970145915400968e-05 0.00011898645779893968 -0.00024467031334975077 -0.00018343581073832383 0.00013338831683824994 -8.9732551673442633e-05 0.00033614756740092845 4.707405815512544e-05 0.00011722399526696848 0.00090793544849866238 -0.00028425062882426745 -2.9279818257563762e-05 0.0001454468732394787 0.00029477959069929227 -2.5447185918068273e-05 -0.00030875575476990491 0.0019784186406051419 -0.00014887043286154978 -0.00023064010538902834 -9.7315503150596788e-05 0.0013776675757627998 -1.5708993206047238e-05 -7.5427368746368016e-05 -0.0010315433577432031 -1.9956450397984326e-07 -0.0007696710878782653 0.00061370710441600808 0.00024928321591865198
leaf_weight=98 36 40 28 29 48 66 82 152 69 336 58 51 50 959 69 123 39 43 30 128 41 50 29 35 80 48 56 43 26 39
leaf_count=98 36 40 28 29 48 66 82 152 69 336 58 51 50 959 69 123 39 43 30 128 41 50 29 35 80 48 56 43 26 39
internal_value=-0.00105298 -0.00410811 -0.00193103 -0.000850608 0.000277078 -0.00128395 -0.000934685 -0.000401722 0 0.00086785 0.00568182 -0.00119244 -0.00402516 -0.000886889 -0.00155431 0.000561122 0.00298077 -0.00112583 -0.000160643 -0.00146119 0.000140187 0.000723514 -0.00194135 0.00477987 -0.00376068 -0.00391667 -0.00141844 -0.00616667 0.00289157 -0.00321429
internal_weight=2981 184 144 2797 783 2014 1775 696 648 496 87 1693 148 1545 1057 488 197 291 248 218 427 386 988 158 116 239 130 109 82 167
internal_count=2981 184 144 2797 783 2014 1775 696 648 496 87 1693 148 1545 1057 488 197 291 248 218 427 386 988 158 116 239 130 109 82 167
cat_boundaries=0 2 4 6 7 9 10
cat_threshold=131329 26640 76032 2 2147483648 2148533760 338 17957986 32 10
is_linear=0
shrinkage=0.04


Tree=338
num_leaves=31
num_cat=10
split_feature=7 8 6 0 9 8 4 2 2 6 2 4 1 2 5 6 4 2 4 4 11 3 6 2 2 2 0 8 1 2
split_gain=3.26613 1.85266 1.41008 1.48651 1.38318 1.62698 1.81832 1.31961 1.66131 1.23067 1.04649 0.885262 0.773416 1.04467 0.761854 0.761183 1.37928 1.25202 1.23672 0.92838 1.06616 0.941295 0.809577 1.12266 0.684012 0.683041 0.682549 0.675097 0.958115 0.917842
threshold=0 1 2 47.250000000000007 3 4 984745000.00000012 10.500000000000002 24.500000000000004 5 13.500000000000002 1553.0000000000002 5.5000000000000009 4.5000000000000009 3.5000000000000004 6 1800.0000000000002 10.500000000000002 807475000.00000012 86.000000000000014 7 1971.5000000000002 8 7.5000000000000009 21.500000000000004 14.500000000000002 39.07500000000001 9 5.5000000000000009 199.50000000000003
decision_type=9 9 9 10 9 9 10 10 10 9 10 8 8 10 8 9 8 10 8 10 9 10 9 10 8 8 10 9 8 10
left_child=2 -2 3 12 9 6 7 -6 -9 10 -3 -11 13 -1 -13 16 -7 18 -17 20 21 -19 -20 -24 -14 -18 -27 -22 29 -29
right_child=1 4 -4 -5 5 15 -8 8 -10 11 -12 14 24 -15 -16 17 25 19 22 -21 27 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0010151454586442555 -5.3220624186849365e-05 -0.00073008700915949026 -9.2152237901501621e-05 -0.00011481316692744769 -3.8897149991861112e-05 0.0015890410423062917 0.0037942235645978431 0.0015500074976800705 5.7518298833727499e-05 -0.00043889101464852589 -2.9096825114152127e-05 4.9369357460484763e-05 -0.00011266338563494572 4.0803699812457239e-05 -3.20593971708405e-05 -7.3634402451290277e-05 0.00014394332029787904 0.00043487769842720069 4.7813959151525867e-05 4.6365535557661987e-05 5.7570423098241005e-06 -4.0219063497204393e-06 -1.2533173942976816e-05 -7.5567519333077373e-05 -9.2566241154585783e-05 0.00014700892133305389 -1.6918059972539368e-05 -3.2070672001545118e-05 -0.00011477855056078567 0.00024270798219333756
leaf_weight=35 261 73 117 25 58 40 25 25 29 26 55 116 25 147 224 29 150 61 100 44 405 39 166 43 68 28 215 218 61 29
leaf_count=35 261 73 117 25 58 40 25 25 29 26 55 116 25 147 224 29 150 61 100 44 405 39 166 43 68 28 215 218 61 29
internal_value=-0.000742001 -0.000189648 -0.00397196 -0.00231511 0.000185022 0.000709459 0.00472973 0.00283186 0.00727273 -0.00166337 -0.00489209 -0.000424403 -0.00152174 0 0.000117302 0.000341672 0.00175676 -0.000182421 -0.00224189 0.000629371 0.00031941 0.00396396 -0.00148387 -0.00281818 -0.00446809 0.00106599 -0.000245902 -0.000248619 -0.00163009 -0.000564516
internal_weight=2937 2520 417 300 2259 1765 137 112 54 494 128 366 275 182 340 1628 433 1195 338 857 813 100 309 209 93 393 243 713 308 247
internal_count=2937 2520 417 300 2259 1765 137 112 54 494 128 366 275 182 340 1628 433 1195 338 857 813 100 309 209 93 393 243 713 308 247
cat_boundaries=0 18 45 46 48 78 79 80 82 83 106
cat_threshold=131074 268435456 1645215744 788992 524290 64 0 4194304 0 134217728 32 0 0 0 0 0 1073746048 640 1342177280 0 0 0 2147483648 1 262144 2147483648 0 0 0 0 64 0 0 0 0 0 0 2048 0 0 0 8 0 1073790976 4 156 1 28672 0 2048 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 4096 0 0 0 0 0 0 0 64 0 0 4096 84 196 16384 2147484672 258 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 128 0 20971520
is_linear=0
shrinkage=0.04


Tree=339
num_leaves=31
num_cat=12
split_feature=7 2 12 11 6 4 9 8 12 6 3 3 6 3 4 4 4 12 13 2 4 2 2 2 2 2 2 12 3 3
split_gain=2.21335 2.09735 1.58917 1.5655 1.87857 1.85809 1.42079 1.66242 1.46052 1.59309 2.0968 1.47086 1.39544 1.62123 1.21925 0.998541 0.939629 0.889514 1.86367 0.961938 0.891785 0.871327 0.854245 0.66717 1.54929 0.890486 0.745025 0.659399 0.630886 0.588243
threshold=0 131.00000000000003 1 2 3 12415638000.000002 4 5 6 7 1988.5000000000002 2004.5000000000002 8 1990.5000000000002 31889.500000000004 120418.00000000001 55.000000000000007 9 10 99.000000000000014 45.000000000000007 4.5000000000000009 455.00000000000006 29.500000000000004 14.500000000000002 74.500000000000014 298.50000000000006 11 2013.5000000000002 2004.5000000000002
decision_type=9 10 9 9 9 8 9 9 9 9 10 8 9 10 8 10 10 9 9 10 10 8 8 10 8 10 10 9 8 10
left_child=1 2 -1 4 5 -2 7 -5 9 11 21 -9 17 14 -14 23 -8 20 19 27 -10 -11 -7 24 -6 -25 -27 -19 -4 -20
right_child=3 -3 28 6 15 22 16 8 12 10 -12 -13 13 -15 -16 -17 -18 18 29 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=5.1816097349153268e-05 -0.00053265862892715177 0.00090842360773436327 -0.00047096377804656698 -4.7173946206129362e-05 -9.4236276466510557e-05 4.0495786428067502e-05 5.1613288999874388e-05 0.0009040007608773948 -4.2368706111517445e-06 -9.6261923899696459e-05 -8.263682414099804e-05 -7.7413051551360469e-05 0.00068676514131766459 0.00013179288490370312 -0.00021586083369324883 -0.00073567513237385643 0.0024794744678430193 3.8152019810198116e-05 0.00010282251698122024 -0.00013166759766448878 -0.00032915316907057958 0.00058527003581595235 0.0027484944076712737 -0.00022155317083861093 4.4714461749642e-05 2.0417342486211965e-05 -0.00033011211596875259 -9.4961589937270215e-06 -4.5997480975046304e-05 -3.6303507130952542e-06
leaf_weight=156 41 51 29 215 64 96 178 25 190 30 94 364 25 72 166 25 50 119 279 29 27 115 26 50 74 31 28 142 119 41
leaf_count=156 41 51 29 215 64 96 178 25 190 30 94 364 25 72 166 25 50 119 279 29 27 115 26 50 74 31 28 142 119 41
internal_value=-0.000792683 0.00213115 0.000918033 -0.00119678 -0.00336323 0.000114943 -0.000745856 -0.00110082 -0.000670908 -0.00219092 0.0004 -0.00375 0.000217984 -0.00226277 -0.00427083 -0.00537102 0.00217573 0.00102625 0.00180354 -0.000531561 -0.00114035 0.00342466 0.00260163 -0.00475806 -0.0028777 -0.00709091 -0.00366667 0.000229008 -0.00201258 0.00386707
internal_weight=2951 355 304 2596 435 163 2161 1933 1718 628 239 389 1090 263 191 272 228 827 610 290 217 145 122 247 138 109 59 261 148 320
internal_count=2951 355 304 2596 435 163 2161 1933 1718 628 239 389 1090 263 191 272 228 827 610 290 217 145 122 247 138 109 59 261 148 320
cat_boundaries=0 17 19 22 23 25 55 56 57 58 60 61 62
cat_threshold=268435457 1 67108864 0 0 2048 0 8192 2048 0 0 256 0 268435456 0 0 1073745920 98338 32 49154 525312 528384 134 1 22564 16 8 4 0 0 1 0 0 0 0 0 0 2048 512 0 0 0 0 4096 2048 0 0 0 0 0 16384 0 0 0 4096 1196098 330 282 1024 34 2 67141920
is_linear=0
shrinkage=0.04


Tree=340
num_leaves=31
num_cat=12
split_feature=7 8 12 12 5 12 2 7 2 2 2 11 6 2 2 4 2 2 15 13 2 2 2 12 11 2 2 2 3 3
split_gain=2.50657 2.10971 1.51497 1.13986 1.13583 1.11595 1.51027 1.09312 1.06089 1.12459 0.947421 0.923544 0.833706 0.826696 1.62175 0.932914 0.800349 1.02827 0.789448 1.02443 1.12043 1.51018 0.993312 0.719057 0.793803 0.664988 0.617726 0.85755 0.906698 1.10873
threshold=0 1 2 3 1.0000000180025095e-35 4 74.500000000000014 5 12.500000000000002 50.500000000000007 9.5000000000000018 6 7 224.50000000000003 111.00000000000001 561120000.00000012 38.500000000000007 14.500000000000002 8 9 34.500000000000007 12.500000000000002 2.5000000000000004 10 11 45.500000000000007 492.00000000000006 283.00000000000006 1999.5000000000002 2018.5000000000002
decision_type=9 9 9 9 10 9 8 9 8 10 10 9 9 10 10 10 8 10 9 9 10 8 10 9 9 8 10 8 10 10
left_child=4 3 13 16 5 10 -7 8 -4 -10 -1 25 26 14 15 18 17 -2 -3 20 21 -20 -21 24 -14 -9 27 28 -13 -30
right_child=1 2 7 -5 -6 6 -8 11 9 -11 -12 12 23 -15 -16 -17 -18 -19 19 22 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.4557387316430664e-05 -5.7679205262672899e-07 -2.2444861306034626e-05 1.0918939949178253e-06 -0.00018269600335557356 -0.00011924292693180405 3.3649127822599211e-06 -9.3408675338189082e-05 -0.00011929823555291819 0.0010835929173019922 1.2817905928486085e-05 -0.00011347106781343541 4.4650807344837062e-06 1.4891855303531544e-05 -9.2707831170386619e-05 0.00061808725097854732 -0.00062469282370638981 -4.5001488022009541e-05 0.00036625395646886719 6.7872900159962062e-05 -0.0005033420187025683 -9.2715305461865691e-05 0.0027724227794703894 8.8296563381362598e-06 1.8487157513042974e-05 -6.6869631771666611e-05 -7.4323997003489237e-06 -0.00069830647645318321 0.00055116991218788773 0.00059074598541752009 -3.8571611204929469e-05
leaf_weight=26 50 274 38 216 65 241 104 59 36 27 76 330 149 45 28 36 32 26 38 40 28 34 93 280 275 74 27 54 96 38
leaf_count=26 50 274 38 216 65 241 104 59 36 27 76 330 149 45 28 36 32 26 38 40 28 34 93 280 275 74 27 54 96 38
internal_value=-0.000701635 -0.000156122 0.000312796 -0.00310448 -0.00321224 -0.00254464 -0.00129213 0.00100402 0.00482143 0.0084375 -0.0060177 0.00068916 0.00103175 -0.00133971 -0.000944056 -0.00143382 0.000336134 0.0025974 -0.000984252 0.000737705 0.0036036 0.00657534 -0.00152778 0.000111888 -0.00091954 -0.00236111 0.00219424 0.00254335 0.00197849 0.00474074
internal_weight=2935 2423 2099 324 512 447 345 1483 101 63 102 1382 1249 616 571 543 108 76 507 233 100 72 133 704 424 133 545 518 464 134
internal_count=2935 2423 2099 324 512 447 345 1483 101 63 102 1382 1249 616 571 543 108 76 507 233 100 72 133 704 424 133 545 518 464 134
cat_boundaries=0 18 48 49 50 51 65 68 69 70 71 73 74
cat_threshold=1 0 1711538176 526336 0 64 0 805306368 33619968 134217728 32768 384 0 0 67108864 0 1073741824 640 268435472 0 4 0 0 0 262144 2147483648 0 0 0 33554432 2048 0 0 0 0 0 33554432 8192 0 0 0 8 0 16384 4 0 524288 4096 1196384 16818496 67160064 268435456 17 0 0 0 0 0 0 2048 0 0 0 0 268435456 16384 1048576 524288 452 68157440 2 16842754 34 32
is_linear=0
shrinkage=0.04


Tree=341
num_leaves=31
num_cat=17
split_feature=7 8 8 12 1 12 7 12 7 12 14 11 3 13 0 6 12 3 0 0 3 0 6 18 0 3 0 0 12 3
split_gain=2.64613 3.03411 1.43901 1.41072 1.48503 1.32768 1.25073 1.03996 0.969959 1.06342 1.17877 1.00391 1.20715 0.945891 0.928128 0.976111 0.914718 0.864869 0.671468 0.689992 0.661038 0.627347 0.605981 0.86756 0.581559 0.545151 0.52132 0.960618 0.489598 0.477216
threshold=0 1 2 3 5.5000000000000009 4 5 6 7 8 9 10 1989.5000000000002 11 42.710000000000008 12 13 2005.5000000000002 15.500000000000002 33.175000000000004 2005.5000000000002 18.500000000000004 14 15 42.710000000000008 2018.5000000000002 38.20000000000001 35.250000000000007 16 2004.5000000000002
decision_type=9 9 9 9 10 9 9 9 9 9 9 9 10 9 10 9 9 10 10 10 10 10 9 9 10 10 10 8 9 10
left_child=5 3 17 -2 -5 22 7 21 11 10 16 -4 -13 14 15 -11 29 28 -18 -20 -14 -7 -1 -24 -8 -21 27 -15 -3 -10
right_child=1 2 8 4 -6 6 24 -9 9 13 -12 12 20 26 -16 -17 18 -19 19 25 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.5705423197072151e-05 -6.9214371701562533e-05 -0.0002278192465166029 -9.0723227059541496e-06 0.00023473968478334939 -4.5155945888595284e-05 2.5519342922564193e-06 0.0001603080039710747 3.9397410765502628e-05 6.4332541666800585e-05 -0.0001975764829671789 -0.00015680467292696675 -0.00036121699897567083 0.00027032164436270991 -7.8077421928881568e-05 9.8068929433026148e-06 -3.5115681367443585e-05 -1.6048753372288615e-05 -0.00029326698280527806 0.00037021811749099242 2.6216353170482878e-06 -7.2446278445355007e-05 -8.6138017410846142e-05 -0.0033059283314271683 -2.3694763166766108e-05 6.61787715575457e-06 -0.00012560247544950441 -4.5496521242824882e-05 0.0010530114474844509 -1.4564714489431197e-05 -0.0001419739672310527
leaf_weight=110 106 119 126 202 47 50 156 138 91 105 151 110 30 43 50 280 38 39 27 278 31 60 29 160 44 30 77 51 146 25
leaf_count=110 106 119 126 202 47 50 156 138 91 105 151 110 30 43 50 280 38 39 27 278 31 60 29 160 44 30 77 51 146 25
internal_value=-0.000969492 -0.0016629 -0.00231432 0.00169399 0.00330769 0.00108179 0.00244009 0.00046332 -0.00178893 -0.00127287 -0.000122888 -0.00383117 -0.00582418 -0.00246353 -0.00345291 -0.00419689 0.00084 -0.0048254 -0.00015625 0.000416667 -0.0016129 -0.00231405 -0.000967742 -0.0023 0.00473934 -0.00012945 0.00010989 0.00210526 -0.00413534 0.00377953
internal_weight=2949 2202 1847 355 249 747 448 248 1543 1246 640 297 171 606 435 385 489 304 373 335 61 110 299 189 200 308 171 94 265 116
internal_count=2949 2202 1847 355 249 747 448 248 1543 1246 640 297 171 606 435 385 489 304 373 335 61 110 299 189 200 308 171 94 265 116
cat_boundaries=0 18 44 74 75 77 88 89 99 101 102 104 105 106 108 109 110 112
cat_threshold=268566528 17 0 8708 34 134217730 0 268443648 33619968 32 8224 2097344 16 0 0 0 4240 256 1073741824 0 0 0 8192 1 0 0 1 32768 0 2052 8192 0 0 0 0 0 0 2048 384 0 0 0 0 49152 268435456 2056 0 0 0 0 262144 0 0 0 0 131072 2112 0 0 0 0 0 33554432 0 0 0 4194304 0 0 0 4 0 0 4096 24578 1196098 2 131072 1 0 4 34 0 0 268435456 65536 0 32 83959840 2 0 1056768 2048 0 0 131072 0 2048 134217728 83978242 2 8320 32 2147484672 6 132 16787456 2 194 4 98 32
is_linear=0
shrinkage=0.04


Tree=342
num_leaves=31
num_cat=10
split_feature=7 4 0 10 0 3 4 9 11 0 0 1 4 4 6 3 0 18 1 9 3 3 1 4 3 9 0 6 0 18
split_gain=2.42747 3.28028 1.32697 1.22373 1.20758 0.965083 0.927075 1.1274 0.794472 1.14039 0.95504 1.2291 0.969749 0.931063 0.763192 0.736875 0.715919 1.06666 1.01711 0.713034 0.95574 0.99062 0.700151 0.664666 0.701966 0.858351 0.683133 0.650944 0.599323 0.513262
threshold=0 5157000000.000001 48.175000000000004 1 37.250000000000007 1989.5000000000002 12415638000.000002 2 3 18.500000000000004 24.500000000000004 5.5000000000000009 52809240000.000008 120418.00000000001 4 2000.5000000000002 38.20000000000001 5 5.5000000000000009 6 2019.5000000000002 2007.5000000000002 4.5000000000000009 6789.5000000000009 2005.5000000000002 7 39.07500000000001 8 35.850000000000009 9
decision_type=9 8 10 9 10 8 8 9 9 8 10 10 8 10 9 8 10 9 10 9 10 10 10 10 8 9 10 9 10 9
left_child=1 22 6 4 -2 -5 -3 29 13 -10 -11 12 28 15 -14 -7 18 -18 -9 -17 21 23 -1 24 -21 26 -26 -27 -12 -8
right_child=3 2 -4 5 -6 8 7 16 9 10 11 -13 14 -15 -16 19 17 -19 -20 20 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00018561004713127716 0.0006499930432759982 -0.00069284988103269997 -0.00010741286290564034 0.0011172945187639628 1.645320384561444e-05 -0.00084775546660246451 0.0013526411669550242 -2.4845344864843356e-06 0.00049953230804256066 -0.00014502612746355225 -1.513436141564739e-06 0.0013138374175173341 -0.0005162028098223459 -0.00032795122579159396 -4.2134370357160833e-06 7.6530507323830936e-05 -0.0025122960613093428 1.8992797647925385e-05 -3.8710823970262707e-05 5.5239086326892565e-05 7.7409606265845812e-05 -0.00010284377451831972 0.00013279993553226178 5.9017087840729232e-05 -0.00012838327129159667 -0.00011525732474172656 -0.00018622352208691239 -9.3490939378426677e-06 0.0002439936484537242 0.00010420861355569855
leaf_weight=27 28 25 28 28 87 57 46 177 45 30 25 29 128 33 134 136 33 224 49 44 48 127 75 38 61 206 106 732 54 77
leaf_count=27 28 25 28 28 87 57 46 177 45 30 25 29 128 33 134 136 33 224 49 44 48 127 75 38 61 206 106 732 54 77
internal_value=-0.00082369 0.00111399 9.09091e-05 -0.00149977 0.00238095 -0.0017278 0.000474684 0.000790774 -0.00183874 -0.000307018 -0.000997506 -0.000431267 -0.00111111 -0.00225141 -0.00228137 -0.00212082 -0.000121457 0.00131783 -0.00176211 -0.00194797 -0.00221413 -0.00243346 0.00776699 -0.00207071 -0.00224348 -0.00244123 -0.00505618 -0.00189673 0.00275 0.00402985
internal_weight=2937 761 659 2176 115 2061 631 606 2033 445 400 370 341 1588 262 1555 483 257 226 1498 1362 1314 102 1187 1149 1105 167 938 79 123
internal_count=2937 761 659 2176 115 2061 631 606 2033 445 400 370 341 1588 262 1555 483 257 226 1498 1362 1314 102 1187 1149 1105 167 938 79 123
cat_boundaries=0 18 19 21 24 25 26 28 30 31 32
cat_threshold=268435459 268435585 1677721600 524288 34 0 0 268443648 33622016 134217728 8192 384 16 0 0 32 128 256 48 0 24736 49188 1024 528384 202 4 1073741824 8352 257 16400 384 4
is_linear=0
shrinkage=0.04


Tree=343
num_leaves=31
num_cat=9
split_feature=7 7 13 9 3 4 6 9 3 8 3 3 1 9 4 9 4 3 4 4 0 0 4 5 0 0 4 5 3 0
split_gain=3.28433 1.08596 1.83932 1.47953 1.09582 0.977195 0.862562 1.46188 2.40172 0.947859 0.888777 0.879728 0.834725 0.804722 1.63919 0.789894 1.20414 1.11646 0.712183 0.684927 0.672461 1.24366 0.718501 0.619187 0.571312 1.07054 0.795973 0.616821 0.715804 0.553064
threshold=0 1 2 3 2004.5000000000002 2188290000.0000005 4 5 2003.5000000000002 6 2008.5000000000002 1994.5000000000002 1.0000000180025095e-35 7 111.00000000000001 8 293.00000000000006 2009.5000000000002 3890.0000000000005 8400.0000000000018 38.20000000000001 23.500000000000004 8747595000.0000019 1.5000000000000002 22.250000000000004 37.750000000000007 1868495000.0000002 1.0000000180025095e-35 2011.5000000000002 15.500000000000002
decision_type=9 9 9 9 10 8 9 9 8 9 8 10 10 9 10 9 10 10 10 10 10 10 8 8 10 10 8 10 8 10
left_child=15 2 24 5 20 -3 9 10 -9 29 -8 12 -11 14 -14 17 -17 18 -1 23 21 -4 -22 -12 -2 -26 -27 28 -28 -5
right_child=1 3 4 6 -6 -7 7 8 -10 11 19 -13 13 -15 -16 16 -18 -19 -20 -21 22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=9.0737297397680544e-06 2.0427748034670403e-05 7.4139055498179121e-05 -5.8150146364894797e-05 1.2462851583094904e-06 -0.0002759813920929233 -0.00094413353390457647 -5.2658978866944041e-05 0.0005051381022129675 -0.00049524023160984142 -9.2295487238445171e-05 3.8920106024207256e-05 -2.3284221312209752e-05 4.7657104956364551e-05 0.00053294244602575703 -0.00052248418890243897 0.00076689739273760437 -8.7484668965487346e-06 -0.00024630880749128894 0.00068332480569189614 -0.00012145321013473876 -0.00084061079585829646 1.8168914032088423e-05 -0.00010518071722582789 -4.7337624140908474e-06 -0.00012873585509453277 0.00026458448967584756 8.9211171665404273e-05 0.00044739076391600466 -0.00010184087773914996 -3.144268323275412e-05
leaf_weight=165 136 29 29 270 36 135 69 25 106 101 87 132 170 143 29 101 32 29 25 38 26 41 130 368 48 30 28 25 110 218
leaf_count=165 136 29 29 270 36 135 69 25 106 101 87 132 170 143 29 101 32 29 25 38 26 41 130 368 48 30 28 25 110 218
internal_value=-0.000817308 -0.00131518 -0.00273846 -0.000828586 -0.00527473 -0.00434286 -0.000475382 -0.0015625 -0.00521127 0.000242086 -0.000628272 0.00133106 0.00220721 0.00314869 0.0012381 0.00275482 0.00513889 0.00113043 0.00230366 -4.04858e-05 -0.00440529 -0.00112676 -0.00585987 0.000394737 -0.000876289 -0.00206612 -0.000721649 -0.00182927 -0.0028777 -0.00104208
internal_weight=2911 2559 639 1920 262 164 1756 693 131 1063 562 575 443 342 199 352 133 219 190 493 226 70 156 455 377 241 193 163 138 488
internal_count=2911 2559 639 1920 262 164 1756 693 131 1063 562 575 443 342 199 352 133 219 190 493 226 70 156 455 377 241 193 163 138 488
cat_boundaries=0 17 34 35 37 38 40 64 66 68
cat_threshold=268435456 268435584 67108864 10240 0 134217730 0 8192 0 8224 40960 0 67108880 268435456 0 0 128 16387 0 33554432 2883584 2 64 33685504 536870912 33556480 16 0 0 0 0 67108864 0 16 10 256 8224 202 0 22528 0 0 0 0 0 1 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 2147484032 0 16777216 8 0 6144 0 22528
is_linear=0
shrinkage=0.04


Tree=344
num_leaves=31
num_cat=6
split_feature=8 7 4 11 2 3 6 8 2 3 2 1 0 3 6 0 3 0 0 2 0 5 1 2 4 2 0 3 2 2
split_gain=2.55924 2.16525 1.92257 1.22397 1.26705 1.18047 1.07839 0.89379 1.20455 0.885132 0.828673 0.808712 0.808197 0.80048 0.723149 1.4601 1.17098 1.08676 1.85398 1.01699 0.99587 1.51282 1.38471 1.03375 0.865584 0.862741 0.752484 0.65981 0.654304 1.06256
threshold=0 1 5081865000.000001 2 33.500000000000007 2016.5000000000002 3 4 30.500000000000004 2004.5000000000002 5.5000000000000009 5.5000000000000009 9.5000000000000018 2007.5000000000002 5 31.500000000000004 2022.5000000000002 42.710000000000008 48.175000000000004 19.500000000000004 36.900000000000006 3.5000000000000004 5.5000000000000009 47.500000000000007 16000.000000000002 9.5000000000000018 48.175000000000004 2010.5000000000002 55.500000000000007 111.00000000000001
decision_type=9 9 8 9 10 8 9 9 10 8 10 8 10 8 9 10 8 10 10 10 10 8 10 8 8 10 10 10 8 8
left_child=9 2 11 4 -4 27 -5 8 10 -1 -7 -2 -9 -8 16 -16 25 20 19 -19 22 -22 23 -18 -17 -14 -26 -3 -23 -30
right_child=1 5 3 6 -6 7 13 12 -10 -11 -12 -13 14 -15 15 24 17 18 -20 -21 21 28 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.00060424415941714212 4.23202370637199e-05 -4.056965001858259e-05 8.6599452269098263e-06 -9.1379225123233715e-05 0.0012716715477458251 -3.5687006436191382e-05 0.00059898341702368184 -0.000120921934585283 4.7768236706247082e-06 -6.3108977578032473e-05 -0.00015068485887841378 3.1212933407047671e-05 2.2842452149092197e-05 1.9443345871650308e-06 -0.00058310144726497987 0.00026595466865828146 4.5311952008830757e-05 0.00070472695547682204 -7.8491313896478232e-05 2.8920801749876545e-06 4.771935849070985e-05 -0.0004263384843683582 -7.2015013743396145e-05 -2.6782290103355424e-06 -6.0080923866223657e-05 0.00087896050427673346 0.00011515043473956155 -0.00023272347582743437 0.00013939425483318503 -0.00052848260054325633
leaf_weight=26 41 245 70 109 47 25 26 45 41 196 58 35 36 523 29 63 116 42 29 33 99 169 57 136 409 33 31 78 28 64
leaf_count=26 41 245 70 109 47 25 26 45 41 196 58 35 36 523 29 63 116 42 29 33 99 169 57 136 409 33 31 78 28 64
internal_value=-0.000782313 -0.000432551 0.0012297 0.00064433 0.00421875 -0.00119339 -5.97907e-05 -0.000738342 -0.00385185 -0.00480687 -0.00690476 0.00727273 -0.000433566 0.000678571 -0.000261818 -0.00139963 0.000468933 2.58398e-05 0.00380952 0.00710526 -0.000567164 -0.00199446 0.00109677 0.00237154 -0.000912698 0.00542857 -0.00154195 -0.00339506 -0.00358779 -0.000860215
internal_weight=2939 2717 851 775 117 1866 658 1543 124 222 83 76 1419 549 1374 532 842 773 104 75 669 360 309 252 503 69 440 323 261 92
internal_count=2939 2717 851 775 117 1866 658 1543 124 222 83 76 1419 549 1374 532 842 773 104 75 669 360 309 252 503 69 440 323 261 92
cat_boundaries=0 30 48 51 52 73 74
cat_threshold=16 0 0 0 0 1 0 0 0 0 0 33685760 64 0 268435456 0 0 0 0 0 0 0 0 8 0 32768 64 0 524416 4096 268435459 17 536879104 0 524288 0 131072 268574720 2048 0 8192 0 144 0 0 0 4096 128 49152 2147483648 524288 324 0 2052 0 0 0 0 0 2147483648 0 0 0 0 8192 0 0 0 0 0 0 0 384 270
is_linear=0
shrinkage=0.04


Tree=345
num_leaves=31
num_cat=12
split_feature=7 8 12 9 4 2 2 6 4 12 2 6 2 9 2 3 17 1 2 6 2 3 12 2 2 2 2 5 12 0
split_gain=2.66954 1.55312 2.42541 1.20065 1.21072 1.12289 1.43322 1.391 1.0802 1.50868 1.07167 1.00933 0.956254 0.891605 2.62609 1.10365 1.29078 1.04459 0.894872 0.791585 1.30319 1.21236 1.03525 0.970524 1.74917 0.819881 0.768894 0.765569 0.784405 1.07159
threshold=0 1 2 3 260.00000000000006 21.500000000000004 18.500000000000004 4 20282.500000000004 5 4.5000000000000009 6 1.5000000000000002 7 19.500000000000004 1997.5000000000002 8 5.5000000000000009 45.500000000000007 9 103.50000000000001 2007.5000000000002 10 95.500000000000014 54.500000000000007 41.500000000000007 81.500000000000014 1.0000000180025095e-35 11 40.250000000000007
decision_type=9 9 9 9 8 8 10 9 8 9 8 9 8 9 10 10 9 8 10 9 10 8 9 8 10 10 10 10 9 10
left_child=11 8 12 10 -5 6 7 -6 -2 -10 -4 -1 -3 14 -14 16 17 -15 -16 20 22 -21 25 24 -24 -7 -17 28 29 -11
right_child=1 2 3 4 5 19 -8 -9 9 27 -12 -13 13 15 18 26 -18 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00051300618904413396 8.0785637887750291e-05 -0.00070120998684224394 0.00011600546560600834 0.00038352819865409063 0.00026664978144964381 5.1570876627735628e-05 8.946468731270585e-05 -2.5998104111835121e-06 -7.2177457459403634e-05 0.00059312379563877468 -0.00021330385702441389 -1.4292197012721886e-05 -0.00016861911711572476 -0.0001308676087854721 0.003261643920098365 -0.00017664202236421291 -2.9690256102554713e-06 -0.00035571735009519044 0.0011054755682205553 0.00046175171131420002 0.0012046189688130937 -0.00020426193822451922 -6.069272748071342e-05 -0.00040625997881573285 0.00019888202829093871 -1.8882953730923192e-05 -0.00052393647207694017 -9.5630498505983042e-06 5.4032560280603551e-06 8.4139063936170542e-05
leaf_weight=116 54 27 25 30 116 53 56 267 122 113 83 235 71 96 29 140 458 27 25 30 27 181 118 28 51 52 25 51 121 104
leaf_count=116 54 27 25 30 116 53 56 267 122 113 83 235 71 96 29 140 458 27 25 30 27 181 118 28 51 52 25 51 121 104
internal_value=-0.000375171 7.71903e-05 -0.000444225 0.000797872 0.00123529 0.001 0.0025 0.00161458 0.00190972 0.00136719 -0.00302521 -0.00359116 -0.0019802 -0.00176606 0.00132353 -0.00227213 -0.00147766 -0.00492537 0.008 -0.000221811 0.001 -0.00207207 0.000264026 -0.00144231 -0.000352941 0.00327586 -0.00518072 0.00255 0.00330383 0.00464912
internal_weight=2931 2580 2015 1117 1009 979 439 383 565 511 108 351 898 871 125 746 581 123 54 540 329 211 302 197 169 105 165 389 338 217
internal_count=2931 2580 2015 1117 1009 979 439 383 565 511 108 351 898 871 125 746 581 123 54 540 329 211 302 197 169 105 165 389 338 217
cat_boundaries=0 17 43 45 47 48 49 50 52 53 54 55 56
cat_threshold=0 128 33562624 2886144 0 134225984 0 536870912 33554432 134217744 0 0 0 0 67108864 32 144 0 2060 0 134217728 65536 1 262144 0 0 32768 0 2048 0 512 268435456 4096 0 0 4096 8192 0 0 4194304 0 0 16384 165154 2 1 16384 82 204864 200 0 16512 10 136 83953664 35874
is_linear=0
shrinkage=0.04


Tree=346
num_leaves=31
num_cat=12
split_feature=7 7 4 12 0 0 4 0 6 11 6 4 0 11 9 3 3 0 1 3 0 6 12 6 0 1 13 0 5 0
split_gain=2.29012 1.26046 0.960508 0.92733 1.5171 1.47354 1.22462 1.31055 1.06145 1.01302 0.89332 0.8687 1.12404 1.3574 0.843039 1.16288 0.966595 0.839083 0.80385 0.797307 0.668285 0.857793 1.14247 0.789006 0.66576 0.656909 0.640194 0.66086 0.639313 0.551481
threshold=0 1 12415638000.000002 2 42.250000000000007 14.500000000000002 5595120000.000001 52.740000000000002 3 4 5 456.00000000000006 14.500000000000002 6 7 1997.5000000000002 2017.5000000000002 33.175000000000004 5.5000000000000009 2010.5000000000002 44.07500000000001 8 9 10 30.500000000000004 3.5000000000000004 11 38.57500000000001 5.5000000000000009 35.850000000000009
decision_type=9 9 8 9 8 8 8 10 9 9 9 8 10 9 9 8 10 8 8 10 8 9 9 9 10 10 9 10 8 10
left_child=2 -2 -1 4 11 25 8 9 -7 19 -4 -3 -13 28 17 -16 20 -11 -10 -8 21 -17 -23 26 -15 -5 27 -24 -14 -12
right_child=1 3 10 5 -6 6 7 -9 18 14 29 12 13 24 15 16 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00036582091570451779 6.8980754599081714e-05 -0.00023718340342000489 -0.00029967623821427483 -9.7891904936489026e-05 -0.00029898655939511801 7.7974149116499811e-05 -6.6169834346325735e-05 -0.00025781199744422166 -0.00010061523914110637 -0.00010272250731400589 1.0510017742078048e-05 0.0015593456259913553 -0.00010425585101195623 -1.9365890826179565e-05 -0.00023716747932489568 0.00012027444567621615 0.00010667032303199875 -2.4288142132888878e-05 0.0011025556688907302 -0.00026228144232099738 0.00011587345425930096 3.1176445040870251e-06 -1.3759262517964999e-06 -0.00024457344846002372 4.5763207136673145e-05 -0.0002220369602626704 -7.3165693517793779e-05 7.4943939725855552e-05 0.00021527015210402568 -2.2318313248419485e-05
leaf_weight=75 121 25 135 88 81 110 204 25 74 40 51 31 30 120 32 161 46 208 31 28 89 223 107 150 105 27 118 25 171 167
leaf_count=75 121 25 135 88 81 110 204 25 74 40 51 31 30 120 32 161 46 208 31 28 89 223 107 150 105 27 118 25 171 167
internal_value=-0.000800276 -0.000322451 -0.00346241 -0.000533898 0.00087108 -0.00097941 -0.000681818 -0.00109815 0.00212963 -0.000935754 -0.00265537 0.00173913 0.00213974 0.00159251 -0.000446281 0.00010395 0.000369565 -0.00247104 -0.000862069 -0.00329218 6.86499e-05 -0.000305732 -0.000977918 -0.00223844 -0.00059322 -0.00534483 -0.000766284 0.00111888 0.00386792 -0.000873362
internal_weight=2898 2470 428 2349 563 1786 1671 1456 215 1431 353 482 457 426 1199 951 919 248 105 232 873 784 623 400 225 115 250 132 201 218
internal_count=2898 2470 428 2349 563 1786 1671 1456 215 1431 353 482 457 426 1199 951 919 248 105 232 873 784 623 400 225 115 250 132 201 218
cat_boundaries=0 18 30 32 33 36 37 39 41 42 43 44 45
cat_threshold=147456 268435456 34603008 2099200 0 64 0 541065216 33556480 32 8192 0 128 0 67108864 32 16 256 268435456 0 67108864 0 0 134217728 0 8192 0 134217744 0 64 84969472 2 280 32768 2147550208 524288 74 4 1024 1 180 194 156704 12 2
is_linear=0
shrinkage=0.04


Tree=347
num_leaves=31
num_cat=15
split_feature=8 12 7 12 1 7 13 9 4 3 0 6 0 9 12 0 0 8 0 12 0 3 4 13 12 0 3 1 0 12
split_gain=2.01448 1.92175 1.57635 1.35998 1.60898 1.14056 2.61976 1.22872 1.15514 1.40617 1.06179 1.04672 1.28983 1.15468 0.885134 1.3706 1.57016 0.845347 0.835864 1.2636 1.05795 0.834387 0.79892 0.821676 0.775438 0.746529 1.19258 0.683609 0.677496 0.620163
threshold=0 1 2 3 5.5000000000000009 4 5 6 963180000.00000012 1988.5000000000002 35.850000000000009 7 22.250000000000004 8 9 35.850000000000009 23.500000000000004 10 35.600000000000009 11 10.500000000000002 2017.5000000000002 86.000000000000014 12 13 36.400000000000006 1997.5000000000002 5.5000000000000009 15.500000000000002 14
decision_type=9 9 9 9 8 9 9 9 10 10 10 9 10 9 9 10 10 9 10 9 10 8 10 9 9 8 8 8 10 9
left_child=3 5 10 4 -1 6 28 14 9 27 -3 18 -13 -14 15 16 -7 -5 20 -20 -4 -19 23 -23 -15 -16 -27 -9 -2 -22
right_child=1 2 11 17 -6 7 -8 8 -10 -11 -12 12 13 24 25 -17 -18 21 19 -21 29 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.5798059680635108e-06 -2.5806831352142011e-05 0.00013483111870829845 -0.00010886826762241952 0.00013731475340357236 -0.00010681429834150436 1.2205992624210183e-05 8.4313017823944852e-05 2.281865046661835e-05 -0.00064371836767342929 -0.00063224505590071096 7.8971062636163942e-05 0.00048113514436025183 -0.00016668533025814724 0.00017763746811304769 -0.00014024011501639677 0.00011542951921896361 -0.00075192208596984499 9.1708618916470642e-05 -0.00016586550940886013 -1.2406359615901864e-05 1.3925160482166631e-05 -7.4214719537586405e-05 6.4687964991563259e-05 2.5322538018706097e-05 -3.823579312225434e-06 -0.0018186071336609899 -6.1840507416377474e-05 0.00071156723604147486 -0.00023152283386600913 -2.4169492716907827e-06
leaf_weight=79 49 38 70 109 35 32 130 113 25 54 64 25 133 104 139 53 26 81 127 202 122 136 67 106 106 26 307 52 77 235
leaf_count=79 49 38 70 109 35 32 130 113 25 54 64 25 133 104 139 53 26 81 127 202 122 136 67 106 106 26 307 52 77 235
internal_value=-0.000451591 -0.000991379 9.70089e-05 0.00157051 -0.00224 -0.00221207 0.000149813 -0.00293556 -0.000470588 0.000454545 0.00460177 -0.000352423 0.00137203 0.000755814 -0.00393939 -0.000491803 -0.00474576 0.00247059 -0.00119948 -0.00272727 -4.6729e-05 0.00149626 0.000580645 -0.000493827 0.00253394 -0.0047205 -0.00377246 0.00228916 -0.00379562 0.000837989
internal_weight=2922 2309 1226 613 114 1083 256 827 244 219 102 1124 368 343 583 111 58 499 756 329 427 390 309 242 210 472 333 165 126 357
internal_count=2922 2309 1226 613 114 1083 256 827 244 219 102 1124 368 343 583 111 58 499 756 329 427 390 309 242 210 472 333 165 126 357
cat_boundaries=0 29 30 47 49 63 64 66 67 69 70 94 96 97 99 100
cat_threshold=0 2060 0 134217728 2147549184 0 262144 2147483648 0 32768 0 133124 8192 1024 0 0 0 0 4096 8192 0 0 0 8 0 0 4 0 524288 68291682 0 128 67108864 0 32 0 0 0 0 0 0 0 0 0 0 0 1073745936 8224 34 0 1 0 0 34 0 0 131072 65536 8192 8192 128 0 268435456 10 0 18452 408 0 16548 1049600 0 2052 0 0 0 0 0 0 0 0 0 133120 0 1024 0 0 0 0 0 0 0 0 0 8 49408 2 2 24832 32 49408
is_linear=0
shrinkage=0.04


Tree=348
num_leaves=31
num_cat=17
split_feature=7 12 8 7 12 8 9 11 17 3 12 6 3 17 4 12 3 5 6 12 8 1 4 3 1 1 4 4 18 3
split_gain=2.87929 1.70628 1.46283 1.13664 1.36324 1.40348 1.42616 2.03758 1.31025 1.23418 1.49211 1.22963 1.076 0.990053 1.34994 0.952802 1.03477 0.867211 0.844909 0.733148 0.705701 0.622692 0.579502 0.549922 0.54638 0.522472 0.516113 0.486952 0.443243 0.396714
threshold=0 1 2 3 4 5 6 7 8 2004.5000000000002 9 10 2015.5000000000002 11 6186315000.000001 12 2002.5000000000002 2.5000000000000004 13 14 15 5.5000000000000009 6186315000.000001 2006.5000000000002 5.5000000000000009 4.5000000000000009 19000.000000000004 10510.500000000002 16 2015.5000000000002
decision_type=9 9 9 9 9 9 9 9 9 8 9 9 10 9 8 9 10 8 9 9 9 10 8 10 8 10 10 10 9 8
left_child=1 26 12 27 13 -6 11 19 22 -10 -11 24 15 14 -5 16 -2 -3 -15 -8 -20 -17 -9 25 -7 -19 -1 -4 -24 -12
right_child=2 17 3 4 5 6 7 8 9 10 29 -13 -14 18 -16 21 -18 23 20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.7031511209258951e-05 4.0114177876660056e-06 0.00054157382964469035 -0.00010120092842313966 2.3801992741141477e-05 0.00032932543382024448 -0.00064987423914399046 -8.6429778294352396e-05 -0.00046011007220883473 8.8855918545789332e-05 -2.3308927835863358e-05 -0.00011079534052036876 -5.5650447933430774e-07 2.8685495979523525e-05 -0.00033902386836324186 -0.00016613367709680915 -4.3478665812877182e-05 -0.00016631783156213943 0.00065048097512914187 -2.5439599342860221e-05 -1.2242112308769037e-06 5.8301120218615664e-05 -0.00011648758379646297 5.5073007173476188e-05 0.00068849708347428872 -0.00012403756120868081 1.5935811131768675e-05 4.2909859868380809e-05 0.00011554291548247165 -0.00014747494087774982 0.00025788516539357434
leaf_weight=143 122 28 211 25 101 84 128 35 59 132 33 152 40 125 76 160 25 33 187 181 201 42 36 25 25 81 36 38 44 340
leaf_count=143 122 28 211 25 101 84 128 35 59 132 33 152 40 125 76 160 25 33 187 181 201 42 36 25 25 81 36 38 44 340
internal_value=-0.000461173 0.00291317 -0.000918485 -0.00051259 -0.000182278 0.000529023 0.000142857 0.000840841 0.00205797 0.00285217 0.00225296 -0.00242647 -0.00315 -0.001728 -0.00517857 -0.00394286 -0.00113924 0.00573034 -0.000954198 -0.0018125 0 -0.0056338 -0.00174603 0.00471429 -0.0055 0.00347826 0.000105263 -0.003 0 0.00348958
internal_weight=2948 346 2602 2213 1964 1350 1249 988 679 564 505 261 389 614 101 349 147 167 513 309 388 202 115 139 109 114 179 249 80 373
internal_count=2948 346 2602 2213 1964 1350 1249 988 679 564 505 261 389 614 101 349 147 167 513 309 388 202 115 139 109 114 179 249 80 373
cat_boundaries=0 18 20 50 67 69 90 92 95 96 97 98 99 101 102 103 126 127
cat_threshold=268435458 268435456 1073750016 8192 524288 8194 33554432 8192 0 134217776 32768 64 144 268435456 0 0 16 384 67126370 2 1073741840 10 0 0 0 1 0 2147483648 0 0 0 2048 2112 0 0 0 0 0 4096 2048 0 0 4194304 0 0 1073758208 64 0 524288 8192 131072 0 68157440 524288 32 134217728 0 0 0 0 0 0 0 0 0 32 1073746048 49184 34 268435456 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 128 128 16516 32 2147483648 524288 35 16786688 388 14 32834 32 148 1187842 0 0 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 128 0 16777216 4
is_linear=0
shrinkage=0.04


Tree=349
num_leaves=31
num_cat=17
split_feature=7 8 7 12 6 6 9 0 1 5 6 1 1 13 5 9 12 7 9 0 12 9 5 1 15 0 12 1 0 1
split_gain=2.09032 1.43829 1.72945 1.34912 1.33767 1.25179 1.36862 1.54024 1.34659 1.00104 1.32599 1.93745 0.946831 0.931269 1.34462 1.06457 1.34805 0.917215 0.991816 1.01275 0.761976 1.26323 0.830682 0.528405 0.519668 0.490252 0.466317 1.27463 0.570156 0.447394
threshold=0 1 2 3 4 5 6 44.07500000000001 5.5000000000000009 1.5000000000000002 7 2.5000000000000004 2.5000000000000004 8 1.5000000000000002 9 10 11 12 42.960000000000008 13 14 4.5000000000000009 4.5000000000000009 15 40.250000000000007 16 5.5000000000000009 27.750000000000004 5.5000000000000009
decision_type=9 9 9 9 9 9 9 10 8 10 9 10 10 9 8 9 9 9 9 10 9 9 8 10 9 10 9 10 10 10
left_child=9 20 4 5 23 6 7 12 -7 10 11 -1 -4 15 -15 16 -5 -16 24 -20 21 -2 -22 -3 -19 -17 29 -28 -29 -14
right_child=1 2 3 13 -6 8 -8 -9 -10 -11 -12 -13 26 14 17 25 -18 18 19 -21 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0004820284984646861 -0.00015047668198697294 -0.00012071220474776822 0.00043855355885849437 2.5526863981788496e-05 -0.00032546291362869797 -1.7748682454943323e-05 -8.421833025550995e-05 6.6468480174961548e-05 0.00019499869803851766 -0.00035623511715087374 -1.1506728474586226e-05 0.00053808655443425839 -2.3762199821604213e-05 -0.0001546913674070538 3.1494561830562874e-05 0.00040136293097383204 -5.3842724527477514e-05 -4.0157867583445749e-06 8.1162305856459225e-05 -0.00048870497494590381 -2.7306261430624089e-05 -2.5623390533802137e-05 -5.7717577618632275e-07 5.9863398087500741e-06 -0.00016452502110514189 1.6934865109519138e-06 -6.5599510500646828e-06 -4.7173251856840183e-05 -0.00097971183904334682 0.0032623263719721509
leaf_weight=34 138 30 38 100 113 176 169 27 42 25 131 149 87 34 122 179 120 167 120 31 29 130 171 84 156 38 199 28 32 28
leaf_count=34 138 30 38 100 113 176 169 27 42 25 131 149 87 34 122 179 120 167 120 31 29 130 171 84 156 38 199 28 32 28
internal_value=-0.00079918 -0.00118507 -0.000732051 -0.00032563 -0.00394958 -0.00152927 -0.00245557 -0.0012 0.00104803 0.00211429 0.00279365 0.00484536 -0.00184019 0.000612245 -0.000374415 0.00200893 0 6.70017e-05 -0.000742268 0.00185185 -0.00317328 -0.00458781 -0.00113744 -0.00064 -0.00197605 0.00394737 -0.00245333 -0.00333333 -0.00852459 -0.00015873
internal_weight=2927 2588 2120 1893 227 826 608 439 218 339 314 183 412 1067 630 437 220 596 474 151 468 268 200 114 323 217 374 259 60 115
internal_count=2927 2588 2120 1893 227 826 608 439 218 339 314 183 412 1067 630 437 220 596 474 151 468 268 200 114 323 217 374 259 60 115
cat_boundaries=0 15 45 62 64 65 66 68 69 70 72 73 85 87 88 90 91 93
cat_threshold=268435456 268435473 67117056 526336 524320 0 4194304 536879104 0 48 0 256 0 0 67108864 0 2 0 0 2147549184 0 262144 0 0 0 0 0 10304 0 0 0 0 0 33558528 2048 128 0 0 0 0 1073758208 68 0 524288 8192 2 0 1610612736 4 0 0 0 268435456 0 0 8224 64 0 0 0 0 1073741968 16975168 34 24 408 0 6144 386 2 0 2048 1099776 0 0 0 0 2 0 0 131072 2048 0 0 128 0 18448 67291458 0 2080 67108864 131072 32
is_linear=0
shrinkage=0.04


Tree=350
num_leaves=31
num_cat=11
split_feature=7 12 7 2 4 2 12 11 2 3 3 2 9 7 9 2 3 4 2 2 2 4 11 2 6 4 3 2 2 12
split_gain=2.14849 1.31443 1.04819 0.951494 1.32418 1.02109 0.879073 1.43452 1.26586 1.68631 1.26154 1.22743 1.09713 1.05877 1.09227 1.61201 1.37011 0.667161 0.666701 1.01126 0.648562 0.889005 0.642935 0.776386 0.762737 1.05425 1.06447 0.955671 1.33641 0.745984
threshold=0 1 2 70.500000000000014 199.50000000000003 114.50000000000001 3 4 12.500000000000002 2011.5000000000002 2000.5000000000002 15.500000000000002 5 6 7 39.500000000000007 2005.5000000000002 345.00000000000006 29.500000000000004 7.5000000000000009 14.500000000000002 15385520000.000002 8 34.500000000000007 9 2560040000.0000005 2004.5000000000002 104.50000000000001 10.500000000000002 10
decision_type=9 9 9 8 10 10 9 9 10 10 10 10 9 9 9 10 10 8 10 10 10 8 9 10 9 8 10 10 8 9
left_child=1 3 18 4 -1 -5 7 -4 10 11 12 -10 -9 -8 15 16 -15 -16 19 -2 -3 -22 23 -19 27 -26 -27 28 -24 -30
right_child=2 20 6 5 -6 -7 13 8 9 -11 -12 -13 -14 14 17 -17 -18 22 -20 -21 21 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=0.00071024332041183416 -3.1389416118514646e-05 1.9803891523899609e-05 -5.5419385419810399e-05 -0.0001467764229414925 -1.0806486567247476e-05 0.00029516873517515307 2.6813640500620297e-05 0.00031739033622564251 -0.00012861704122681063 8.1892851749145736e-05 -0.00027238999729497951 -4.4717072099373922e-05 6.5385771208781305e-06 -0.00026878849745063602 5.0265415752193124e-05 9.6585620986218147e-05 2.4419290188077982e-05 2.0565590749299646e-06 -1.3558268286999465e-05 -8.258583422698252e-05 4.9006621984233335e-05 -8.8860953798217679e-05 -7.5466896603728625e-05 0.0016341666862042814 0.00067617846985793765 -0.00011556284007603779 4.8677188819254979e-05 -0.00047003067763000671 7.1316080814298741e-05 -6.5411836571627189e-06
leaf_weight=69 74 64 127 32 26 35 155 109 64 65 75 502 233 94 29 31 27 71 95 66 26 87 114 41 26 157 29 51 127 205
leaf_count=69 74 64 127 32 26 35 155 109 64 65 75 502 233 94 29 31 27 71 95 66 26 87 114 41 26 157 29 51 127 205
internal_value=-0.000605435 0.00234286 -0.00100078 0.00485549 0.00770833 0.00147059 -0.000734102 -0.00150084 -0.000982059 -0.00212025 0.000717703 -0.00282187 0.00174927 5.13699e-05 -0.000434353 -0.00343558 -0.0057377 0.000139373 -0.00349593 -0.00539007 -0.000106383 -0.00192982 -7.29927e-05 0.00260163 -0.000527778 0.00143498 0.000427807 -0.00137795 -0.000805369 0.00048048
internal_weight=2906 339 2567 162 95 67 2332 1175 1048 631 417 566 342 1157 1002 152 121 850 235 140 177 113 821 112 709 212 186 497 446 332
internal_count=2906 339 2567 162 95 67 2332 1175 1048 631 417 566 342 1157 1002 152 121 850 235 140 177 113 821 112 709 212 186 497 446 332
cat_boundaries=0 17 18 36 38 40 42 52 54 56 57 58
cat_threshold=268435456 128 1073741824 8192 32 2 33554432 8192 2048 8192 8192 0 67108880 268435456 0 0 128 1122338 16384 0 101711872 786432 0 8192 0 268435456 0 134217728 0 0 0 0 0 0 4096 128 67264546 32 49152 2147484672 0 28704 2 16 0 4 0 0 0 536870912 65536 32 256 16528 49152 2147484672 282 16813056
is_linear=0
shrinkage=0.04


Tree=351
num_leaves=31
num_cat=9
split_feature=11 8 9 2 2 11 9 8 17 5 2 13 2 2 1 0 3 1 0 1 0 2 3 2 3 9 3 2 2 3
split_gain=1.29748 1.36693 1.83604 1.05283 1.23605 0.778195 0.927147 0.775138 1.00414 1.09268 2.22643 1.05068 0.989329 1.4215 1.40238 0.795536 0.684347 0.66995 0.556155 1.22336 0.777755 0.584532 0.891952 1.12578 1.14231 0.761127 1.05383 1.34374 0.573174 0.96475
threshold=0 1 2 24.500000000000004 14.500000000000002 3 4 5 6 1.5000000000000002 10.500000000000002 7 29.500000000000004 79.500000000000014 5.5000000000000009 42.710000000000008 2015.5000000000002 4.5000000000000009 44.07500000000001 5.5000000000000009 42.250000000000007 7.5000000000000009 2018.5000000000002 11.500000000000002 1993.5000000000002 8 2021.5000000000002 2.5000000000000004 155.00000000000003 2003.5000000000002
decision_type=9 9 9 8 10 9 9 9 9 8 10 9 10 10 10 10 8 10 8 10 10 10 10 10 10 9 8 10 10 10
left_child=3 2 -2 4 -1 16 -7 12 9 10 -9 15 14 -14 -8 -11 -3 -13 20 -20 21 25 23 -23 -25 26 -10 -28 29 -26
right_child=1 5 -4 -5 -6 6 7 8 18 11 -12 17 13 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 28 -27 27 -29 -30 -31
leaf_value=-6.5693586226132087e-05 -1.2849395755694104e-05 -3.2892075576071988e-05 -0.00013208044531168639 -0.00034244518989154929 9.1579864409077058e-05 6.935735087999717e-05 2.3072742919012511e-05 0.0017141883624071143 0.00025386476781299907 -5.4874026646061229e-05 -1.9963700345826398e-05 -1.9558778845407688e-08 0.00027609774388373867 -1.636401031934298e-05 -0.00011972684874702821 0.00011002320620846717 2.3358997264857353e-05 -0.00016908676449531868 -5.5110788765588839e-06 0.00034359477895318236 -0.00061111533958673196 0.00037292540870602407 -0.00014960407483226136 -4.5317235273394374e-05 0.00089472891675306703 7.9324617455824861e-05 -0.00017076391949686354 -0.00073079098391264812 -0.0001270737497795693 7.6048843375744473e-05
leaf_weight=45 602 27 114 95 40 148 191 27 35 69 63 72 59 50 36 39 76 200 100 40 26 55 32 300 30 109 111 50 25 80
leaf_count=45 602 27 114 95 40 148 191 27 35 69 63 72 59 50 36 39 76 200 100 40 26 55 32 300 30 109 111 50 25 80
internal_value=-0.000990838 -0.000763414 -0.00225585 -0.00418848 -0.00116279 -0.000232897 -0.000418795 -0.000674033 -0.00107191 -0.00257796 0.00131868 -0.00356955 0.00103746 0.00418182 -0.000438596 0 0.00298246 -0.00480565 -0.000338645 0.00198582 -0.000725995 -0.000507246 0.000305927 0.000733198 4.58716e-05 -0.00189542 -0.00328502 -0.00481481 0.00308824 0.00432432
internal_weight=2946 2766 716 180 85 2050 1947 1799 1463 470 90 380 336 109 227 108 103 272 993 140 853 827 522 490 435 305 196 161 135 110
internal_count=2946 2766 716 180 85 2050 1947 1799 1463 470 90 380 336 109 227 108 103 272 993 140 853 827 522 490 435 305 196 161 135 110
cat_boundaries=0 3 33 35 38 40 67 68 69 71
cat_threshold=67141634 524800 4096 1342177280 0 0 134217728 0 1 0 0 0 0 0 131072 2112 0 0 0 0 0 0 0 0 0 20971520 0 0 1073741824 64 0 524288 8192 0 2068 16384 8224 1 1074003969 32 0 4 0 0 2147483648 0 0 0 0 0 0 2052 0 1048576 0 4096 0 0 0 0 256 0 0 8 0 16384 4 11 4 0 18432
is_linear=0
shrinkage=0.04


Tree=352
num_leaves=31
num_cat=15
split_feature=7 8 7 0 11 14 8 0 1 8 9 11 0 11 0 5 7 0 0 7 1 17 1 13 1 6 5 0 1 0
split_gain=2.50735 1.38582 1.25741 1.4218 1.10817 0.946603 1.05751 1.0916 0.950808 0.728854 0.66801 1.10624 1.19702 0.817922 0.653043 0.659483 0.623545 0.56206 0.554962 0.533204 1.04228 0.509758 0.528939 0.491646 0.768304 0.572419 0.472895 0.461286 0.439082 0.419827
threshold=0 1 2 40.675000000000004 3 4 5 14.500000000000002 5.5000000000000009 6 7 8 44.07500000000001 9 33.175000000000004 2.5000000000000004 10 35.250000000000007 18.500000000000004 11 5.5000000000000009 12 5.5000000000000009 13 5.5000000000000009 14 2.5000000000000004 10.500000000000002 2.5000000000000004 43.175000000000004
decision_type=9 9 9 8 9 9 9 10 8 9 9 9 10 9 10 8 9 10 10 9 10 9 10 9 10 9 8 10 10 10
left_child=1 4 3 14 -1 28 8 -8 -7 18 11 19 17 -12 -2 -16 -3 -13 -9 20 -11 -18 29 24 26 -25 -19 -6 -4 -23
right_child=2 16 5 -5 27 6 7 9 -10 10 13 12 -14 -15 15 -17 21 23 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=3.130647368251971e-05 0.00044576444701256436 -0.00017450927391010395 -0.00010630857260991888 -9.5246675311244644e-06 -9.8515332336504007e-05 -1.8252419458839598e-05 -0.00039632424236693 -7.7164164268523909e-05 -0.00011380547070608316 -2.1374325108638458e-05 8.9607692798310268e-05 -3.7700945410108491e-05 3.1114516610770697e-05 -9.1782945377829605e-05 0.0013141240809015286 3.6622383399844692e-05 -5.7225676822554309e-05 2.6749587066525747e-05 0.00022751321863619722 4.2107459373497136e-05 1.6966904900499459e-05 -1.2881677741134468e-05 0.00074755904398863041 -9.9449263708777379e-05 0.00040404070395378967 5.744485592508397e-05 -0.00036593082776960274 -6.1218384952255183e-06 0.00014304409495856873 -0.00023562772379456476
leaf_weight=115 27 134 49 70 47 84 37 30 49 107 227 121 98 113 30 102 103 34 78 117 45 242 31 105 32 155 144 248 116 43
leaf_count=115 27 134 49 70 47 84 37 30 49 107 227 121 98 113 30 102 103 34 78 117 45 242 31 105 32 155 144 248 116 43
internal_value=-0.000620314 -0.00227926 0.000201918 0.00291667 -0.000475059 -0.000171233 -0.000478891 -0.000151307 -0.00375 2.84293e-05 -0.000244461 -0.000784314 -0.00162857 0.00125356 0.005125 0.00390977 -0.00358156 -0.00233108 0.00302521 0.00135714 -0.000245399 -0.00265116 -0.00171254 -0.00169851 -0.00307692 -0.000442804 -0.00424581 -0.00176471 0.00261364 -0.00230769
internal_weight=2933 963 1970 229 410 1741 1576 1443 133 1406 1298 958 689 340 159 132 553 591 108 269 152 419 316 470 210 260 178 295 165 285
internal_count=2933 963 1970 229 410 1741 1576 1443 133 1406 1298 958 689 340 159 132 553 591 108 269 152 419 316 470 210 260 178 295 165 285
cat_boundaries=0 18 41 58 60 61 75 104 106 108 111 122 130 131 132 133
cat_threshold=3 268435505 1048576 516 32 64 131072 0 33619968 671096864 32800 2097280 0 268435456 0 0 4096 384 0 8 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 384 0 16777216 268451840 0 1610612736 2105344 524290 134225922 0 8192 0 0 8192 0 16 0 0 0 128 32772 2147483648 145 1073741824 8 0 0 0 0 0 0 0 0 0 4 2048 512 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 128 0 4194304 8 0 268435456 0 0 524288 257 14340 16416 1024 4 0 524288 1 17 0 0 0 64 0 0 65536 536870912 32 131072 128 0 0 0 0 0 131072 40 2 344
is_linear=0
shrinkage=0.04


Tree=353
num_leaves=31
num_cat=12
split_feature=8 3 8 12 3 13 12 3 12 0 4 3 6 9 3 11 2 2 9 0 2 2 2 2 2 3 3 9 11 3
split_gain=1.48705 1.16687 1.12484 2.14472 1.00253 0.778013 1.4645 1.62018 0.932709 1.33512 1.14033 0.870347 0.933053 0.868262 0.85205 0.838672 1.57707 1.42038 0.809204 1.0848 0.846968 0.820081 0.8194 0.760625 0.978021 0.788708 0.750234 0.698751 1.27536 0.751722
threshold=0 1988.5000000000002 1 2 2005.5000000000002 3 4 2014.5000000000002 5 12.250000000000002 1104.0000000000002 2012.5000000000002 6 7 2019.5000000000002 8 4.5000000000000009 22.500000000000004 9 35.600000000000009 38.500000000000007 8.5000000000000018 10.500000000000002 17.500000000000004 34.500000000000007 1996.5000000000002 2000.5000000000002 10 11 2006.5000000000002
decision_type=9 8 9 9 8 9 9 10 9 8 10 10 9 9 10 9 10 10 9 10 10 10 8 8 10 10 10 9 9 10
left_child=23 -2 3 -3 -5 6 7 26 10 -10 18 12 13 -11 -13 16 -14 -17 19 20 22 -21 -7 -1 -25 -26 -4 -8 29 -29
right_child=1 2 5 4 -6 8 27 -9 9 11 -12 14 15 -15 -16 17 -18 -19 -20 21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-8.5274946200897267e-06 0.00058667305055173815 -5.963577380505569e-05 3.9227259879481832e-06 7.7343172265642582e-05 2.1931913709742901e-05 -3.9275884031226836e-05 -0.00044327818932586637 -0.00023404518051023615 -0.00017591451883177455 -0.00055066285231383458 1.8928048817059562e-05 0.00099068200352668621 0.00068237129144051775 6.6025112334955341e-06 9.7791151243598055e-06 3.8517408503082608e-05 -2.7983528328441308e-05 0.0014278115618045462 -0.00016839959271010231 -4.8428609666331116e-05 -0.0001077001523039911 6.0383986240211129e-05 2.6499944250630846e-05 -0.00043181525758235751 -0.0001615130729588543 3.8743499483331335e-05 0.00095074549397878628 3.1427250304858487e-05 -5.5430965047769124e-05 -0.00047828317388503905
leaf_weight=114 41 110 239 28 392 33 125 31 25 119 35 32 54 192 33 83 272 48 133 47 71 66 51 44 55 29 34 116 274 40
leaf_count=114 41 110 239 28 392 33 125 31 25 119 35 32 54 192 33 83 272 48 133 47 71 66 51 44 55 29 34 116 274 40
internal_value=-0.000701045 -0.000424132 -0.000529061 0.00110906 0.00241299 -0.000933457 -0.00186207 0.000380952 -0.000306513 0.000460299 -0.00178971 0.000743405 0.000364109 -0.00130435 0.00515152 0.00149573 0.000356083 0.00408451 -0.00243781 -0.00100358 -0.00320513 0.00192982 -0.000470588 -0.00363636 -0.00589147 -0.00329412 0.00138686 -0.0030742 -0.00217687 0.000718563
internal_weight=2966 2724 2683 530 420 2153 859 304 1294 858 436 833 768 311 65 457 326 131 401 268 155 113 84 242 128 84 273 555 430 156
internal_count=2966 2724 2683 530 420 2153 859 304 1294 858 436 833 768 311 65 457 326 131 401 268 155 113 84 242 128 84 273 555 430 156
cat_boundaries=0 30 57 59 60 62 63 64 66 68 70 72 73
cat_threshold=1073741824 4 4 0 0 0 0 0 0 0 0 0 2112 0 0 0 0 0 33554432 0 0 0 0 8 0 32768 0 0 524288 12288 0 8 0 134217728 65536 0 0 2147483648 0 32768 0 133120 0 1049088 0 0 0 0 4096 8192 2147483904 0 4194304 0 0 268435456 4 204800 2 12 75840 34 17900608 212 0 20516 36 1024 0 2176 0 4148 4
is_linear=0
shrinkage=0.04


Tree=354
num_leaves=31
num_cat=12
split_feature=7 8 0 12 12 7 12 6 8 2 9 2 2 2 2 2 0 2 2 7 2 2 0 6 2 0 9 2 2 2
split_gain=3.04493 1.94184 1.88333 1.58758 1.5373 1.41375 0.965121 2.04807 1.66817 1.29297 1.25912 1.19853 1.03383 0.980395 0.936627 0.827961 1.12632 0.781823 1.38617 0.721111 0.836171 1.10133 0.69572 0.738491 0.625136 0.587944 0.721897 0.599146 0.57069 0.76443
threshold=0 1 14.500000000000002 2 3 4 5 6 7 27.500000000000004 8 2.5000000000000004 13.500000000000002 129.50000000000003 1075.0000000000002 94.500000000000014 12.250000000000002 11.500000000000002 43.500000000000007 9 50.500000000000007 352.00000000000006 36.900000000000006 10 90.500000000000014 45.425000000000004 11 12.500000000000002 58.500000000000007 122.50000000000001
decision_type=9 9 10 9 9 9 9 9 9 10 9 8 10 10 10 10 10 10 10 9 8 8 10 9 8 8 9 10 8 10
left_child=4 2 -2 -4 19 24 8 10 9 -3 -8 -9 -12 25 -15 16 -7 -5 -19 -1 -21 -22 -13 28 -6 26 -10 -28 -24 -30
right_child=1 6 3 17 5 15 7 11 13 -11 12 22 -14 14 -16 -17 -18 18 -20 20 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-2.2528760373496936e-05 -0.00023481951306479233 0.00028609872290704888 -5.4777115208182181e-05 -4.4233031131213352e-05 5.0850292414850171e-06 0.00017242052401037712 -0.00045610430807766281 0.00063686472851827599 -3.488320604972728e-05 0.0024678960422929207 5.2631730718211144e-05 9.4604975093517396e-05 -6.4391149776668052e-05 0.0035616393418239768 -9.32929965122753e-05 -0.00012578266032193142 -2.1173739814628333e-05 6.4813509756334045e-05 -1.8428080678702939e-05 -9.0527963355100386e-05 -0.00014865795081192345 -0.00017923303190421793 -0.00010890049765759358 3.1145172702693456e-05 0.0012426335446667736 2.4171341547543079e-05 0.00043224452287546458 -4.9223268155813573e-05 0.00033134074651016478 -0.0002279268276036106
leaf_weight=130 65 74 340 43 95 37 116 25 301 36 100 147 101 47 25 40 348 71 49 116 47 36 90 127 27 43 117 113 39 30
leaf_count=130 65 74 340 43 95 37 116 25 301 36 100 147 101 47 25 40 348 71 49 116 47 36 90 127 27 43 117 113 39 30
internal_value=-0.000651882 0.000180095 -0.0017962 -0.000992063 -0.00261556 -0.00125448 0.000920882 -7.63359e-05 0.0019296 0.00628099 -0.0025 0.00162047 -0.000471698 0.00109589 0.00547945 -0.00233945 -0.00181347 0.00218391 0.00396694 -0.00476471 -0.00638095 -0.0097619 0.00115207 0 0.00240602 0.000556522 0.00018797 0.00182573 -0.00176471 0.000857143
internal_weight=2975 2099 568 503 876 547 1531 775 756 110 317 458 201 646 72 425 385 163 120 329 199 83 433 286 122 574 531 230 159 69
internal_count=2975 2099 568 503 876 547 1531 775 756 110 317 458 201 646 72 425 385 163 120 329 199 83 433 286 122 574 531 230 159 69
cat_boundaries=0 18 48 50 52 69 71 72 93 95 109 110 112
cat_threshold=2 268435504 68419584 526340 524322 64 0 537001984 33554432 134217744 32768 2097152 144 268435456 0 32 1073741968 128 1342177280 4 4 0 0 1 262144 0 1 0 0 0 64 0 0 0 0 0 33558528 0 0 0 16777216 8 0 16384 64 0 0 12288 16982338 32 16786466 2 0 0 67108864 4 0 0 0 536870912 0 0 0 0 0 0 0 0 16 16845890 2 464 16 2056 0 0 0 0 0 0 0 0 0 4 8192 0 0 0 0 0 0 0 128 0 20516 0 0 1048576 2048 32 0 0 131072 0 0 0 0 0 268435456 12 0 10244
is_linear=0
shrinkage=0.04


Tree=355
num_leaves=31
num_cat=12
split_feature=7 8 12 2 2 4 2 2 2 7 2 15 2 2 14 8 1 4 2 17 7 2 2 12 6 2 3 2 2 12
split_gain=3.23271 2.24765 1.65181 2.43904 2.01881 1.62346 1.54735 1.48993 1.48626 1.39525 1.78515 1.29557 1.1791 0.87324 0.868111 0.943829 0.877928 0.818528 0.780103 0.773898 0.846163 1.26933 0.760649 1.31553 1.40573 1.75097 1.15774 0.881867 0.929163 0.778885
threshold=0 1 2 13.500000000000002 10.500000000000002 6050.0000000000009 492.00000000000006 298.50000000000006 14.500000000000002 3 17.500000000000004 4 35.500000000000007 39.500000000000007 5 6 3.5000000000000004 199.50000000000003 1472.5000000000002 7 8 20.500000000000004 5.5000000000000009 9 10 11.500000000000002 2005.5000000000002 16.500000000000004 21.500000000000004 11
decision_type=9 9 9 8 10 8 10 10 10 9 8 9 10 10 9 9 8 10 10 9 9 8 10 9 9 10 8 10 10 9
left_child=2 8 7 4 17 -5 14 9 -2 13 -11 -7 -10 -1 -3 -16 -17 -4 -8 -18 21 -21 29 -24 26 -26 -25 -28 -29 -22
right_child=1 6 3 5 -6 11 18 -9 12 10 -12 -13 -14 -15 15 16 19 -19 -20 20 22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=2.7104806052946628e-06 -0.00057415514199469445 0.0001104083157433422 1.6198439620502826e-05 7.3701743395879757e-05 0.0023097556577945256 2.260367715081202e-06 -0.00097416359490132721 0.00010851666347790001 9.83271814819986e-05 -3.8486356557854148e-06 0.0014689341621447838 -7.0246022608486675e-05 -9.8995699444763836e-05 -0.00014707100835309461 4.5103583714158902e-05 -0.00022384815601668608 -9.9640674932928165e-05 0.00026868381475814829 -0.00043368709084120385 1.2296991011382374e-05 0.00056336216066867452 -0.00014925944410748571 9.7652720444330051e-06 0.00053219576347643741 0.00012374331636159753 -7.1014224877572477e-05 -6.2674442913603908e-05 2.135594361593718e-05 -5.8949800859551263e-05 -3.7444737269254348e-06
leaf_weight=64 101 129 130 30 25 239 27 25 52 72 132 227 60 37 128 25 111 26 25 46 109 66 181 46 73 226 133 32 191 189
leaf_count=64 101 129 130 30 25 239 27 25 52 72 132 227 60 37 128 25 111 26 25 46 109 66 181 46 73 226 133 32 191 189
internal_value=-0.00035835 -0.00130546 0.00147348 0.000319767 0.00428571 -0.00112676 -0.000812357 0.00375367 -0.00508929 0.0030719 0.00483721 -0.00171306 -0.00212389 -0.000892857 -0.000604982 -0.0008679 -0.00116748 0.00254777 -0.00754717 -0.00103989 -0.000736761 -0.00390244 -0.000403023 -0.000996602 -0.00176966 0.000322581 -0.00329298 -0.00414566 -0.00258929 0.00133779
internal_weight=2957 1950 1007 677 181 496 1737 330 213 305 204 466 112 101 1685 1556 1428 156 52 1403 1292 112 1180 882 701 299 402 356 223 298
internal_count=2957 1950 1007 677 181 496 1737 330 213 305 204 466 112 101 1685 1556 1428 156 52 1403 1292 112 1180 882 701 299 402 356 223 298
cat_boundaries=0 18 48 50 67 68 69 92 93 110 111 112 114
cat_threshold=268566529 144 1074790400 2105472 32 2 131072 8192 67584 134217760 40960 192 0 0 0 0 1073745920 256 268435456 2056 0 0 0 1 0 2147483648 0 0 0 131072 10240 0 0 0 0 0 0 0 256 0 0 0 0 1073741824 64 0 0 4096 1107968 2 131072 0 0 0 0 0 0 0 67584 0 0 0 0 0 0 0 1073741824 69206016 144 16 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 128 0 4194304 17 0 1 536870912 524292 0 134217728 0 0 0 0 0 0 0 0 67108864 0 128 92160 154 16386 32
is_linear=0
shrinkage=0.04


Tree=356
num_leaves=31
num_cat=15
split_feature=7 9 4 8 7 12 12 8 12 1 1 4 11 6 4 4 8 5 5 12 9 1 6 0 0 0 12 0 0 4
split_gain=2.67748 1.32122 1.91126 1.4578 1.74829 1.43264 1.28567 1.01699 1.00549 1.19263 0.956318 0.941723 0.938887 0.89323 1.5814 0.960287 0.716463 0.686288 0.642233 0.89155 0.611475 0.607761 0.601393 0.986518 0.586747 0.530975 0.525174 1.01199 0.510607 0.496389
threshold=0 1 6789.5000000000009 2 3 4 5 6 7 5.5000000000000009 2.5000000000000004 10438345000.000002 8 9 7470085000.000001 8015305000.000001 10 3.5000000000000004 3.5000000000000004 11 12 5.5000000000000009 13 39.07500000000001 29.500000000000004 30.500000000000004 14 18.500000000000004 33.175000000000004 29000.000000000004
decision_type=9 9 10 9 9 9 9 9 9 8 10 8 9 9 8 8 9 8 8 9 9 8 9 10 10 10 9 10 10 10
left_child=8 2 6 18 21 13 -2 11 -1 28 -8 -7 -9 15 29 -6 -16 -12 -3 -20 25 -5 23 26 -24 -18 27 -14 -10 -15
right_child=1 3 -4 4 5 7 10 12 9 -11 17 -13 22 14 16 -17 20 -19 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.8854256870403108e-06 -0.00013146660839669978 -0.00010739867020284067 0.0013564735440939303 2.260199301474586e-05 -5.0481590930075983e-05 -0.00026760479599456487 -0.0018471834248251185 -7.9023246233731476e-05 2.5007399387710905e-05 -6.6970103583940962e-05 -8.1346303183309489e-05 0.00035795188728322103 -1.7689725288256851e-05 0.00012330325637286422 8.8425093401411911e-06 0.00047600036941148005 -4.9650895093869e-05 3.5369593902956353e-06 -8.1272636146927375e-05 6.2355545654213526e-06 0.00012130189578900997 0.0023054607868673574 5.4845230302191794e-05 -0.00085360521272498607 2.4930782982224289e-06 -6.0698975901871677e-05 -3.9833882742108532e-05 9.7658541031826469e-05 -6.8440894352335139e-05 8.7537625849876127e-05
leaf_weight=123 166 41 32 69 32 36 25 275 32 91 27 104 74 69 196 97 34 274 104 115 142 34 31 38 82 199 142 28 173 40
leaf_count=123 166 41 32 69 32 36 25 275 32 91 27 104 74 69 196 97 34 274 104 115 142 34 31 38 82 199 142 28 173 40
internal_value=-0.000758715 -0.000254271 -0.00201869 0.000220773 0.000646278 0.000306748 -0.00267748 -0.000876979 -0.00367442 -0.00495114 -0.00106825 0.00211921 -0.00152717 0.0014878 0.000868307 0.00442857 3.4965e-05 -0.000463576 -0.00250923 -0.00172727 -0.000984456 0.0054386 -0.000246305 -0.00122867 0.00209677 -0.00221311 -0.000326531 0.00176991 -0.00339806 0.00527273
internal_weight=2925 2506 524 1982 1722 1619 492 810 419 296 326 140 670 809 680 129 571 301 260 219 375 103 395 282 113 233 244 102 205 109
internal_count=2925 2506 524 1982 1722 1619 492 810 419 296 326 140 670 809 680 129 571 301 260 219 375 103 395 282 113 233 244 102 205 109
cat_boundaries=0 18 20 49 66 68 69 90 91 94 95 118 120 122 123 124
cat_threshold=2 268435472 33562624 2560 0 66 0 0 2048 536870944 0 64 268435472 0 0 0 4112 128 257 16404 1342177296 0 0 0 2147483648 0 0 2147483648 0 0 0 133120 0 0 0 0 0 0 0 0 128 0 4194304 8 0 0 0 0 524288 1 1 0 2097152 0 0 0 268443648 33554432 0 0 0 0 0 0 0 1073741824 68234242 2 68610 0 0 0 0 0 0 262144 0 0 0 0 4 2048 512 0 0 0 0 0 0 256 16943200 16388 0 524288 68 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 4096 0 0 0 16777216 68175874 32 0 2048 28 16810272
is_linear=0
shrinkage=0.04


Tree=357
num_leaves=31
num_cat=9
split_feature=7 2 8 12 4 12 6 9 2 4 0 2 2 4 7 0 2 9 1 6 2 2 3 0 3 2 2 5 0 2
split_gain=2.80659 1.52954 1.50144 1.80083 1.17574 1.15301 1.04298 0.98434 1.58839 1.48299 0.980867 0.95997 1.52377 1.48305 0.954697 1.2427 0.936627 1.15521 0.816043 0.767897 0.733661 0.658033 0.617801 0.616997 0.570789 1.4816 0.766204 0.620707 1.09488 0.745584
threshold=0 59.500000000000007 1 2 4041470000.0000005 3 4 5 7.5000000000000009 680725000.00000012 8.5000000000000018 12.500000000000002 15.500000000000002 260.00000000000006 6 9.5000000000000018 2.5000000000000004 7 5.5000000000000009 8 7.5000000000000009 68.500000000000014 2003.5000000000002 43.175000000000004 2004.5000000000002 59.500000000000007 119.00000000000001 10.500000000000002 40.675000000000004 40.500000000000007
decision_type=9 10 9 9 10 9 9 9 8 8 10 8 8 8 9 8 10 9 8 9 10 10 10 10 10 10 10 8 10 10
left_child=1 23 3 -2 5 6 -4 8 -5 -9 -7 16 -13 -14 -8 -16 -12 20 -11 -19 -18 -10 -22 -1 27 -26 -27 28 -15 -29
right_child=2 -3 4 7 -6 10 14 9 21 18 11 12 13 24 15 -17 17 19 -20 -21 22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=4.2838446458404181e-06 -4.5649198068531407e-05 0.00031438625623483321 8.4127905011435194e-05 0.001558604440550404 -4.8462327292853048e-05 0.00018364276202515129 1.1221579353062338e-05 -0.00023468347793031088 0.00010075751003771672 0.00018061457456070685 -6.3636230535593082e-05 -0.00015301676898477724 6.7552801729604546e-05 -0.00010310272339474125 -0.00018154790938389455 -6.5706379540131363e-06 3.0456514352650289e-05 -8.0626288157503718e-06 -0.00013282437120928136 0.00023710509042437877 -0.001052843996721009 -3.7948199101123239e-05 -1.9990230379036689e-05 0.00026685906437577954 -3.71339041168639e-05 -0.00021645479559822433 -0.00012072635159022127 -7.7454104107985695e-05 -0.00026741613019741093 -8.7305209897792224e-06
leaf_weight=143 129 28 122 26 33 30 117 28 134 88 91 112 30 85 28 348 61 119 60 132 40 56 25 40 82 26 27 382 26 336
leaf_count=143 129 28 122 26 33 30 117 28 134 88 91 112 30 85 28 348 61 119 60 132 40 56 25 40 82 26 27 382 26 336
internal_value=-0.000643216 0.00369369 -0.000984195 0.00093985 -0.00143173 -0.00132432 0.000159744 0.00228288 0.00405286 0 -0.00188235 -0.00203175 -0.00267389 -0.00217085 -0.000674603 -0.00165375 -0.000511727 0.00037037 0.00161074 0.0019084 -0.00262774 0.00293194 -0.00575758 0.0025 -0.0024456 -0.00485294 -0.01 -0.00204819 -0.00482143 -0.00161335
internal_weight=2984 211 2773 521 2252 2219 615 392 216 176 1604 1574 1106 994 493 376 468 377 148 251 126 190 65 183 964 135 53 829 111 718
internal_count=2984 211 2773 521 2252 2219 615 392 216 176 1604 1574 1106 994 493 376 468 377 148 251 126 190 65 183 964 135 53 829 111 718
cat_boundaries=0 18 41 42 44 45 47 55 57 58
cat_threshold=268435456 0 0 526336 0 0 4194304 8192 0 8208 40960 128 0 0 0 0 1073741824 256 16 4 0 134217728 65536 0 0 2147483648 0 32768 0 2052 0 512 0 4096 0 0 0 0 256 0 4194304 91392 68239392 2 132 0 18560 0 128 67108864 0 0 0 0 537001984 0 16548 388
is_linear=0
shrinkage=0.04


Tree=358
num_leaves=31
num_cat=10
split_feature=8 4 12 8 3 0 12 9 12 2 12 1 3 8 17 2 2 1 0 0 3 2 2 2 2 12 2 2 3 2
split_gain=2.59015 1.47053 1.38158 1.14797 1.12274 0.948969 0.990814 0.745349 1.33842 2.31729 0.999348 1.41289 0.978399 1.30774 0.919209 1.29386 1.60118 1.09911 0.872449 1.09054 0.78763 0.711004 0.654537 1.12019 0.641532 0.63977 0.894864 0.613764 0.715174 0.846988
threshold=0 1104.0000000000002 1 2 2020.5000000000002 29.500000000000004 3 4 5 28.500000000000004 6 1.5000000000000002 1997.5000000000002 7 8 21.500000000000004 33.500000000000007 3.5000000000000004 18.500000000000004 42.250000000000007 2014.5000000000002 689.50000000000011 92.500000000000014 17.500000000000004 99.000000000000014 9 73.500000000000014 54.500000000000007 2000.5000000000002 11.500000000000002
decision_type=9 8 9 9 8 10 9 9 9 10 9 10 8 9 9 8 8 10 10 10 8 8 10 8 10 9 10 8 10 10
left_child=1 -1 4 5 -3 -2 22 8 9 20 11 -9 -12 25 -15 -16 -17 -18 -10 27 -5 24 23 -7 -19 -14 -27 28 29 -20
right_child=3 2 -4 7 -6 6 -8 10 18 -11 12 -13 13 14 15 16 17 21 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=2.3242703688026721e-05 0.00012599969393281896 -0.00025018623713037871 -7.0378090184526347e-05 7.3268269839061879e-05 2.6265796819195942e-05 6.296468323121473e-05 2.8793676707365989e-05 0.0014682834475451755 -0.00012834417981238744 0.00067985205433565457 -0.00075169843216187364 -2.5742218485262924e-05 4.319453309840071e-06 -5.2071361719683296e-05 0.00031518502224358257 -0.00033655464635828024 -0.00014421692259027451 8.8792356905500474e-05 -3.2215984207084605e-06 -0.00028335475084976028 -7.4137517652239635e-05 -0.0001559214765372019 4.5447068056745366e-05 -0.00014733828797034221 0.00056130136454846991 -9.0470437782812503e-05 0.001908393235139556 4.6187181285901604e-05 6.3624661154193521e-06 -0.0010925840741906256
leaf_weight=27 36 27 232 25 96 46 353 35 41 71 39 527 118 119 187 43 39 100 62 32 112 36 25 73 33 140 25 53 71 69
leaf_count=27 36 27 232 25 96 46 353 35 41 71 39 527 118 119 187 43 39 100 62 32 112 36 25 73 33 140 25 53 71 69
internal_value=-0.00074663 -0.0037659 -0.00455056 -0.000269734 -0.000746269 0.00136029 0.000923695 -0.000714286 -0.00197441 0.000547945 -0.00023416 -0.00153578 0.000606742 0.000903686 0.00200704 0.00285078 0.00103175 0.00248804 -0.00353982 -0.00284722 -0.00246377 0.00388235 -0.00180645 -0.00316667 0.00522388 -0.00129252 -0.00284091 -0.00195312 -0.00295567 -0.00469697
internal_weight=2892 382 355 2510 123 533 497 1977 536 208 1441 562 879 840 557 438 251 208 328 287 137 169 144 119 133 283 165 255 202 131
internal_count=2892 382 355 2510 123 533 497 1977 536 208 1441 562 879 840 557 438 251 208 328 287 137 169 144 119 133 283 165 255 202 131
cat_boundaries=0 27 29 58 60 62 64 66 89 90 91
cat_threshold=2415919120 8 0 134217728 2147483648 1 0 0 0 0 0 33554432 64 0 0 0 0 0 33554432 0 128 0 4194304 8 0 32768 68 17899520 32 1073741824 4 0 0 0 0 262144 2147483648 0 32768 0 2048 0 1049088 0 4096 0 0 4096 0 0 524288 0 0 0 0 0 0 524288 1117184 32 1 16532 1220928 2 16835648 2 0 2048 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 16777216 56 67176480
is_linear=0
shrinkage=0.04


Tree=359
num_leaves=31
num_cat=9
split_feature=8 7 4 0 12 3 2 3 2 7 2 12 6 3 3 3 6 3 6 0 2 3 2 2 2 2 13 2 0 0
split_gain=1.99868 1.65487 1.5099 1.38792 1.56248 1.26961 1.08481 1.05924 1.19458 1.00744 0.968699 1.10966 1.44782 1.98766 1.06327 0.993829 0.973064 0.887563 0.872479 0.802362 0.826422 0.76468 0.728422 0.802402 0.617252 0.614542 0.979623 1.412 0.68718 1.11263
threshold=0 1 5039060000.000001 48.175000000000004 2 2021.5000000000002 34.500000000000007 2018.5000000000002 4.5000000000000009 3 3391.0000000000005 4 5 2020.5000000000002 2013.5000000000002 2010.5000000000002 6 2005.5000000000002 7 32.500000000000007 50.500000000000007 1996.5000000000002 83.500000000000014 58.500000000000007 12.500000000000002 6.5000000000000009 8 44.500000000000007 24.500000000000004 39.07500000000001
decision_type=9 9 10 10 9 10 8 10 8 9 8 9 9 8 8 10 9 10 9 10 10 10 8 10 10 10 9 10 10 10
left_child=3 7 5 4 6 9 24 8 -2 22 11 12 13 -11 15 17 25 -13 -14 -6 -21 -20 23 -3 -1 -16 27 -27 -28 -30
right_child=1 2 -4 -5 19 -7 -8 -9 -10 10 -12 14 18 -15 16 -17 -18 -19 21 20 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.00037945765774050956 -0.0002250782453462108 -4.8799341183070055e-05 -0.00013596295023912574 5.777759644924885e-05 4.7756215434411333e-05 -0.00012221201975791019 0.00063258062397892451 0.0010631417815430667 1.2235540430651782e-05 -0.00086210423909118818 -0.00031501760193428655 -0.00023935279463096039 -3.7172234973397167e-05 -5.2551339777942021e-05 -3.9350336120733684e-05 -0.00071811419930590148 0.00011770424348853226 0.00018915849688376342 3.2203754484640965e-05 -2.4020106827649102e-06 -0.0001027866093081542 0.0018433333135680387 1.619305349009892e-06 -0.00017963460152486732 -4.1267233589330485e-05 2.2895946881682505e-05 -2.2211157314444562e-06 -0.00021103936734618857 0.0037914677967300749 4.0891991178853002e-05
leaf_weight=40 26 329 28 38 92 29 44 26 227 46 161 87 261 82 101 25 203 31 85 398 104 27 71 42 28 64 88 44 28 96
leaf_count=40 26 329 28 38 92 29 44 26 227 46 161 87 261 82 101 25 203 31 85 398 104 27 71 42 28 64 88 44 28 96
internal_value=-0.000941734 -0.00154193 -0.00195977 0.000847682 0.000452617 -0.00183062 0.00455285 0.00131034 0.000551181 -0.00169872 -0.00115278 -0.000788022 -0.00222656 -0.0057554 0.000179949 -0.00291667 0.000896 -0.00134454 -0.000885417 -0.000396694 -0.0010338 0.00195122 -0.00335541 -0.00413978 0.00173913 -0.000231481 0.000623053 -0.00235294 0.00215247 0.00416
internal_weight=2951 2207 1928 744 706 1900 112 279 253 1871 1429 1268 501 128 767 143 624 118 373 594 502 112 442 371 68 421 320 108 212 124
internal_count=2951 2207 1928 744 706 1900 112 279 253 1871 1429 1268 501 128 767 143 624 118 373 594 502 112 442 371 68 421 320 108 212 124
cat_boundaries=0 29 45 46 63 64 65 66 67 68
cat_threshold=1073741824 4 0 0 0 0 262144 0 0 0 0 133124 8192 1049088 0 4096 0 0 4096 2048 256 524288 0 0 0 0 0 0 524288 268566530 129 0 0 0 0 0 268443648 65536 32 0 0 0 0 0 32 83889184 1 16 603979776 2099204 524288 134217728 131072 4194304 33554432 0 0 0 0 0 0 0 128 67300416 260 142 152 4
is_linear=0
shrinkage=0.04


Tree=360
num_leaves=31
num_cat=11
split_feature=7 12 8 7 2 17 5 10 7 4 4 2 3 2 4 4 12 15 11 11 2 2 2 2 2 2 2 2 3 2
split_gain=2.38544 2.45545 1.24619 1.40625 1.80226 1.30649 1.16206 1.11074 1.56942 1.05149 0.91158 0.909302 0.846302 0.805128 0.743108 1.20514 0.758996 1.73795 1.6825 1.14095 1.09041 0.790737 1.15659 0.695828 0.686883 0.675315 0.734633 1.73332 0.639192 0.656506
threshold=0 1 2 3 34.500000000000007 4 2.5000000000000004 5 6 1950.0000000000002 925740000.00000012 11.500000000000002 1997.5000000000002 30.500000000000004 2188290000.0000005 6789.5000000000009 7 8 9 10 65.500000000000014 34.500000000000007 26.500000000000004 11.500000000000002 6.5000000000000009 647.00000000000011 131.00000000000003 70.500000000000014 2003.5000000000002 17.500000000000004
decision_type=9 9 9 9 8 9 8 9 9 10 10 10 10 8 10 10 9 9 9 9 10 10 8 8 10 8 10 10 10 10
left_child=1 -1 3 4 11 6 9 8 28 -5 23 -2 -9 -8 15 16 17 18 24 -18 -19 22 -20 -3 -10 26 27 -25 29 -4
right_child=2 10 7 5 -6 -7 13 12 14 -11 -12 -13 -14 -15 -16 -17 19 20 21 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-3.1394375160083146e-05 0.00030781345071993369 2.4239158971539611e-06 -0.0011956954158220867 -8.3367697727787523e-05 0.0010925206984718017 -6.4514996687208283e-05 5.6029586490069505e-06 2.5581638122673667e-05 1.2690260205516778e-06 0.00017055387331026849 0.0011668488557740277 -2.8094049202707083e-05 -0.00067672235097568031 0.00011918342035368568 -0.00046267799412184728 4.4211687140602861e-05 -0.0001163259454710186 -0.00010599549541737474 1.7604825800958678e-05 -5.7209779583544679e-06 -0.00024708018004041324 9.0661204805932987e-05 -8.2567845832741681e-05 6.211180060315513e-05 -0.00031783661504590553 -1.6740731721611724e-05 0.0024408367039592707 -0.00028055781962990525 -4.5668213916130188e-05 -0.0001151788128134612
leaf_weight=100 25 106 53 62 41 247 91 146 29 28 26 56 25 62 33 47 109 149 75 862 35 90 25 158 108 25 36 34 26 36
leaf_count=100 25 106 53 62 41 247 91 146 29 28 26 56 25 62 33 47 109 149 75 862 35 90 25 158 108 25 36 34 26 36
internal_value=-0.000807875 0.00173387 -0.00131121 0.000256822 0.00390977 -0.000718563 0.00133858 -0.00182894 -0.00214455 -0.0021978 0.00318182 0.000731707 0.00120879 0.00350649 -0.00178004 -0.00166013 -0.00186109 -0.00310345 -0.0012426 -0.0011609 -0.00615385 0.00119403 -0.00118812 0.00272222 -0.00445946 0.00385827 0.00454148 0.00352332 -0.00650794 -0.00866667
internal_weight=2945 485 2460 612 122 490 243 1848 1677 90 385 81 171 153 1562 1529 1482 511 327 971 184 190 100 359 137 253 228 192 115 89
internal_count=2945 485 2460 612 122 490 243 1848 1677 90 385 81 171 153 1562 1529 1482 511 327 971 184 190 100 359 137 253 228 192 115 89
cat_boundaries=0 17 18 45 56 57 58 67 68 69 70 73
cat_threshold=268435456 17 536870912 2097152 0 8192 0 268443648 67584 8240 8192 256 0 0 0 0 1073741824 67257376 0 0 0 0 2147557376 1 262144 2147483648 1 0 0 133124 8192 1048576 0 4096 0 0 4096 0 128 0 4194304 8 0 32768 4 2 0 0 4 0 0 131072 536870912 0 0 32 14 272 2 0 8192 0 524322 0 0 0 33554432 67176800 77594624 4 16384 2147484672 524288
is_linear=0
shrinkage=0.04


Tree=361
num_leaves=31
num_cat=10
split_feature=7 7 4 8 2 2 2 2 12 2 2 0 4 12 8 0 15 2 0 2 2 12 0 0 2 4 12 2 11 0
split_gain=2.11267 1.17003 1.3497 1.24994 2.46632 1.40832 1.15819 1.78768 2.4777 1.0725 1.02934 0.899384 0.823727 0.799466 1.12546 0.930694 1.01436 1.12743 0.870404 0.735199 0.696327 0.629104 1.37512 0.756474 0.661854 0.624291 0.617906 1.33048 1.10037 1.08212
threshold=0 1 2560040000.0000005 2 80.500000000000014 79.500000000000014 349.50000000000006 56.500000000000007 3 28.500000000000004 15.500000000000002 48.175000000000004 3146480000.0000005 4 5 14.500000000000002 6 27.500000000000004 39.07500000000001 13.500000000000002 13.500000000000002 7 24.500000000000004 32.500000000000007 172.50000000000003 49000.000000000007 8 76.500000000000014 9 36.900000000000006
decision_type=9 9 8 9 8 10 10 8 9 10 10 8 10 9 9 10 9 8 10 10 10 9 10 10 10 10 9 8 9 10
left_child=6 2 -2 4 9 11 7 8 10 19 -1 13 -10 -5 20 -16 17 18 -17 -3 -15 23 -23 -7 -25 -24 27 28 -18 -28
right_child=1 3 -4 5 -6 21 -8 -9 12 -11 -12 -13 -14 14 15 16 26 -19 -20 -21 -22 22 25 24 -26 -27 29 -29 -30 -31
leaf_value=-6.7205411487201156e-05 -0.00046726426220843108 -5.9197508151243026e-06 -0.00010953201701717319 -4.9465819896425954e-05 0.00067708331753749465 9.2820109072278003e-06 0.00036132019091084544 -3.3560672353907254e-05 6.362812147855834e-05 -6.5256681441354665e-05 7.0379551881671889e-06 4.688015537077206e-05 0.00066563168412589132 -0.00056104533016380746 -0.00021246573251573864 -5.8256089198067687e-05 -1.780373788818679e-05 0.00010422728922353742 0.0010952867341687878 0.00036084752611554194 -1.7167156706108244e-05 -0.00013361395012776001 -0.00014122560208935654 -0.00053348714613811411 -1.3878481552609401e-06 3.0629821895686859e-05 3.8563721859432577e-05 0.00064163779782287376 -5.7511041360598369e-05 -2.0768815708294141e-06
leaf_weight=48 27 102 197 331 46 39 41 190 186 42 54 43 30 31 85 29 288 52 50 50 77 40 122 25 45 25 161 42 145 313
leaf_count=48 27 102 197 331 46 39 41 190 186 42 54 43 30 31 85 29 288 52 50 50 77 40 122 25 45 25 161 42 145 313
internal_value=-0.000541089 -0.00105045 -0.00374468 -0.000756609 0.00191235 -0.00109519 0.00167857 0.00117878 0.0030094 0 -0.00212389 -0.000643204 0.00528634 -0.000797508 -0.000327103 5.10204e-05 0.000370028 0.00352113 0.00075 0.00156863 -0.00403361 -0.00363636 -0.00494949 -0.000833333 -0.00338028 -0.00337838 -0.000104167 -0.00111111 -0.00179724 0.000907216
internal_weight=2956 2407 224 2183 240 1943 549 508 318 194 102 1647 216 1604 1273 1165 1080 131 79 152 108 296 187 109 70 147 949 475 433 474
internal_count=2956 2407 224 2183 240 1943 549 508 318 194 102 1647 216 1604 1273 1165 1080 131 79 152 108 296 187 109 70 147 949 475 433 474
cat_boundaries=0 17 30 59 60 62 83 84 86 87 88
cat_threshold=268566529 128 1140850688 8192 34 2048 33554432 8192 65536 32 0 0 0 0 67108864 0 4096 2 0 34603008 2621440 0 66 0 0 33554432 0 32800 256 128 1342177296 0 0 0 2147483648 0 0 2147483648 0 0 0 131072 0 0 0 0 0 0 4096 2048 0 0 4194304 8 0 268451840 0 0 524288 68304992 1050624 34 0 8 0 0 0 1 0 0 0 0 0 0 8192 512 0 0 0 0 0 0 256 2147483648 16819200 32 16827394 4
is_linear=0
shrinkage=0.04


Tree=362
num_leaves=31
num_cat=9
split_feature=8 2 12 9 12 2 2 2 0 12 2 2 9 0 0 2 8 5 2 1 12 2 8 0 1 2 2 2 3 0
split_gain=1.88405 2.14381 2.05346 2.93499 1.63204 1.00828 0.841017 0.789046 1.16905 0.77084 1.6886 1.12466 0.79742 0.960824 0.828697 0.778834 0.852315 1.88343 0.742852 0.853505 0.734425 0.691509 0.673765 1.76282 0.642879 0.616163 0.814898 0.614886 0.597297 0.582379
threshold=0 1750.0000000000002 1 2 3 416.00000000000006 34.500000000000007 70.500000000000014 40.250000000000007 4 253.50000000000003 108.50000000000001 5 45.425000000000004 18.500000000000004 2.5000000000000004 6 5.5000000000000009 48.500000000000007 5.5000000000000009 7 6.5000000000000009 8 23.500000000000004 4.5000000000000009 58.500000000000007 15.500000000000002 14.500000000000002 1997.5000000000002 14.500000000000002
decision_type=9 10 9 9 9 10 10 10 10 9 10 10 9 8 10 10 9 8 8 8 9 10 9 10 10 10 10 8 8 10
left_child=2 4 3 -1 7 9 24 8 18 11 12 22 13 14 -11 -14 25 -18 19 -2 27 -19 23 -6 -5 26 -17 -16 -24 -23
right_child=1 -3 -4 6 5 -7 -8 -9 -10 10 -12 -13 15 -15 20 16 17 21 -20 -21 -22 29 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010114189384132999 -8.1209780120161674e-06 -0.00060194134604230954 0.00025728496744399366 -0.00026707800588237517 1.4527576660228193e-06 0.00052495576658436957 0.00038060190633117943 -0.00019298939870026287 -0.00044923076395363636 -9.3180111611808065e-05 -0.00042498841020290003 0.00081338426130429299 2.8961827252445005e-05 -0.00011482910005430114 -7.3226023863526283e-06 -5.9666690858577452e-05 0.00083474460345193794 -0.00013355729273094142 0.00041509448755547854 -0.00016541067741819405 -0.00016395499116157454 -5.7835329667277334e-05 0.00017191416510428325 -0.00016009071130962838 7.2977258629158823e-05 -0.00037492849708222311 0.00010418642216535546 0.00011163277738447165 7.0427460278210677e-06 3.7706312517116202e-06
leaf_weight=161 142 35 190 28 110 65 29 59 37 58 27 48 153 30 50 43 31 87 33 26 235 66 25 36 86 27 34 64 393 534
leaf_count=161 142 35 190 28 110 65 29 59 37 58 27 48 153 30 50 43 31 87 33 26 235 66 25 36 86 27 34 64 393 534
internal_value=-0.000407747 -0.000862139 0.00182178 -0.000253968 -0.000720795 -0.000319699 0.00376623 -0.00344156 -0.00251046 -0.000477583 -0.00097931 0.00070626 -0.00079264 -0.0021875 -0.00171569 -0.000141988 -0.000631835 -0.000109739 -0.00128713 -0.00236686 -0.000971429 -0.000552326 0.000212389 -0.00203822 0.00243478 -0.00382609 -0.00230769 0.0016 0.00102564 -6.65557e-05
internal_weight=2942 2448 494 304 2413 2116 143 297 238 2051 1439 612 1412 437 407 975 822 718 201 168 349 687 564 146 114 104 77 114 418 600
internal_count=2942 2448 494 304 2413 2116 143 297 238 2051 1439 612 1412 437 407 975 822 718 201 168 349 687 564 146 114 104 77 114 418 600
cat_boundaries=0 26 28 30 31 32 34 48 50 73
cat_threshold=1073741824 0 0 134217728 0 0 262144 0 0 32768 0 131072 8192 1048576 0 4096 0 0 33554432 8192 128 524288 0 8 0 268451840 1107970 32 0 10240 1179680 16818240 1 20612 0 8 0 0 0 1 0 2147483648 0 0 0 4 0 512 67192832 2 0 4 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=363
num_leaves=31
num_cat=14
split_feature=7 12 8 0 0 3 5 3 3 12 15 12 9 0 0 12 6 0 12 1 0 7 15 3 1 0 6 12 1 0
split_gain=3.08658 1.80088 1.09538 1.76566 1.46345 0.973398 0.939116 0.918603 1.01642 0.74392 1.57922 1.36975 0.907258 1.17183 0.88958 0.868883 0.70729 0.668249 0.661884 1.72616 0.689536 0.6536 0.607873 0.730333 0.546382 1.22594 0.540951 0.539552 0.752836 0.532929
threshold=0 1 2 32.500000000000007 39.07500000000001 2018.5000000000002 2.5000000000000004 2015.5000000000002 2003.5000000000002 3 4 5 6 10.500000000000002 43.175000000000004 7 8 29.500000000000004 9 5.5000000000000009 39.07500000000001 10 11 1.0000000180025095e-35 5.5000000000000009 32.500000000000007 12 13 5.5000000000000009 18.500000000000004
decision_type=9 9 9 10 10 10 8 10 10 9 9 9 9 10 8 9 9 10 9 10 10 9 9 10 10 10 9 9 8 10
left_child=1 17 3 -2 -5 7 -6 8 9 12 11 -11 13 -4 15 -12 27 -1 19 21 -20 -3 23 -15 -24 -26 -13 28 -17 -23
right_child=2 18 5 4 6 -7 -8 -9 -10 10 14 26 -14 22 -16 16 -18 -19 20 -21 -22 29 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.1415007374977509e-05 4.2248650793190733e-05 0.00010770825562797626 -0.00012309621063625543 -0.0001619618410498802 -0.0010235121424463855 -7.9296616743604884e-05 -3.7878915677680427e-05 8.2223250116726377e-05 -7.8277033676528169e-05 -3.1902289934606645e-05 2.6289259029965708e-06 0.00011243604387765061 -0.00018604484698535374 -2.2275633139194894e-05 2.6338653855972893e-05 3.8115624303856065e-05 -0.000608288974196185 -1.4056010356711114e-06 1.4478203610295282e-05 0.00075431261097634204 0.00040775263502116136 5.4571903112119461e-05 0.00019951256881221014 9.511287468416896e-05 2.3649878237925749e-05 -0.00082459409060000157 5.5140077235691364e-05 -4.6100583274721889e-06 -0.00018007733212584753 -4.9764423274574197e-05
leaf_weight=40 46 102 52 26 28 97 115 51 169 257 153 171 126 220 95 45 147 65 58 42 68 25 109 26 36 27 197 140 91 110
leaf_count=40 46 102 52 26 28 97 115 51 169 257 153 171 126 220 95 45 147 65 58 42 68 25 109 26 36 27 197 140 91 110
internal_value=-0.00088586 0.00191939 -0.00147844 -0.00415929 -0.00623529 -0.0011982 -0.00458333 -0.00102224 -0.00115422 -0.00088748 -0.000336649 0.00110063 -0.00204283 -0.00116424 -0.00167155 -0.00228769 -0.00317972 -0.00258621 0.003125 0.00186207 0.00554745 0.000588235 -0.000477327 -0.00171206 0.00131148 -0.0015625 0.00263852 -0.00181185 -0.00353741 -0.00123288
internal_weight=2934 510 2424 215 169 2209 143 2112 2061 1892 1296 625 596 470 671 576 423 105 405 279 126 237 418 246 172 63 368 276 136 135
internal_count=2934 510 2424 215 169 2209 143 2112 2061 1892 1296 625 596 470 671 576 423 105 405 279 126 237 418 246 172 63 368 276 136 135
cat_boundaries=0 17 18 47 48 50 51 53 54 55 57 74 75 76 78
cat_threshold=2 129 1073741824 2105344 32 134217728 4194304 805314560 65536 8224 0 0 0 268435456 0 0 1073741824 1066272 268435456 8 0 0 2147549184 1 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 16384 0 0 524288 16998432 201326592 1 67144960 0 22528 67142912 330 67141698 32 2 0 0 2097152 32 0 0 0 0 0 0 0 0 268435456 0 0 1073741824 201326592 12 64 32
is_linear=0
shrinkage=0.04


Tree=364
num_leaves=31
num_cat=11
split_feature=8 11 2 6 2 1 15 2 1 8 6 2 8 10 6 2 2 5 0 3 1 4 1 13 2 4 3 0 2 8
split_gain=1.66932 1.19843 1.01433 2.05716 1.43834 1.33558 1.30442 1.22275 1.22592 1.17482 0.99928 1.18156 0.887389 0.851346 1.1178 1.05121 1.02925 0.914718 0.839689 0.732899 0.955707 0.686458 1.48206 0.685279 0.933794 0.922954 0.884792 0.752125 0.663946 0.584793
threshold=0 1 39.500000000000007 2 49.500000000000007 2.5000000000000004 3 25.500000000000004 5.5000000000000009 4 5 1.5000000000000002 6 7 8 26.500000000000004 30.500000000000004 2.5000000000000004 29.500000000000004 1995.5000000000002 5.5000000000000009 8015305000.000001 5.5000000000000009 9 122.50000000000001 2867949500.0000005 2004.5000000000002 10.500000000000002 39.500000000000007 10
decision_type=9 9 10 9 10 10 9 8 8 9 9 10 9 9 9 10 8 8 10 10 10 8 8 9 10 8 10 10 10 9
left_child=18 28 6 4 -4 -6 7 10 -9 -5 11 -3 -8 21 16 -16 17 -15 -1 20 -12 -14 -23 24 26 -25 27 -11 -2 -13
right_child=1 2 3 9 5 -7 12 8 -10 23 19 29 13 14 15 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-7.6976032408282437e-06 -6.4837302801095127e-05 0.00011050171567028144 -0.00017240245807577991 1.6983798049778899e-05 -0.00038365731482699063 0.00041773787246700777 -9.4818855796319212e-05 3.1187334441007411e-05 0.000370926802037701 -0.00012066931317114893 0.0005399811301270319 1.2803494335358324e-05 -2.8612919687631688e-05 6.3792822519346255e-05 6.2803084932028236e-05 -0.00020920915261655182 2.9386694553537042e-05 -0.00069803891884699708 -0.00011273365144326419 2.1269047713445844e-06 -0.00097434646877836428 -0.0011783682510608884 0.00010868451304794746 4.203867736570999e-05 -0.00013113750862537188 -0.00010820962152894964 -0.00024403049434091885 2.484134759015433e-05 -8.357649079826501e-06 -1.9379022473948736e-05
leaf_weight=95 65 53 43 108 35 126 107 116 37 31 135 169 34 32 337 28 45 50 210 117 27 26 53 34 50 208 25 117 41 340
leaf_count=95 65 53 43 108 35 126 107 116 37 31 135 169 34 32 337 28 45 50 210 117 27 26 53 34 50 208 25 117 41 340
internal_value=-0.000483592 -0.000146154 4.00962e-05 -0.00115681 0.00223256 0.00407407 0.000585823 0.00151244 0.00480519 -0.00236301 0.000926366 -6.9808e-05 -0.000719225 -9.74026e-05 0.000636183 0.00175532 -0.00246377 -0.0053012 -0.00322785 0.00282759 0.00466258 -0.00306452 -0.00125 -0.00323529 -0.00145299 -0.00474308 -0.000114943 0.00107383 -0.00410256 -0.000666667
internal_weight=2894 2589 2483 777 204 161 1706 994 153 573 841 562 712 605 492 365 127 82 305 279 162 113 79 465 223 242 173 148 106 509
internal_count=2894 2589 2483 777 204 161 1706 994 153 573 841 562 712 605 492 365 127 82 305 279 162 113 79 465 223 242 173 148 106 509
cat_boundaries=0 26 28 29 30 53 54 84 85 86 87 117
cat_threshold=268435472 6 0 0 0 1 0 0 0 0 0 33556480 8192 0 0 0 0 0 33554432 0 128 0 0 0 0 1073774592 2214592512 2148671488 148 2222981120 0 0 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 4096 0 256 0 4194304 270 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 8192 0 0 16777216 0 0 0 0 0 0 8192 17 128 12 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 0 4096
is_linear=0
shrinkage=0.04


Tree=365
num_leaves=31
num_cat=8
split_feature=7 12 7 2 6 9 4 12 1 3 5 1 2 2 8 3 3 3 2 12 0 2 3 2 2 2 2 2 2 0
split_gain=2.66787 1.76743 2.03293 1.97773 1.56304 1.21835 1.39775 1.13359 1.02646 1.14483 1.20549 1.00904 0.934478 1.0393 0.892489 0.835576 0.797494 0.779667 0.878694 0.774427 1.60322 0.919073 1.05836 1.06878 0.894273 1.14927 0.721061 0.703714 0.670641 0.691656
threshold=0 1 2 47.500000000000007 3 4 984745000.00000012 5 1.0000000180025095e-35 2000.5000000000002 1.5000000000000002 4.5000000000000009 3.5000000000000004 74.500000000000014 6 2014.5000000000002 2014.5000000000002 2005.5000000000002 10.500000000000002 7 30.500000000000004 24.500000000000004 1989.5000000000002 10.500000000000002 78.500000000000014 3.5000000000000004 40.500000000000007 17.500000000000004 71.500000000000014 30.500000000000004
decision_type=9 9 9 10 9 9 10 9 10 8 10 10 10 10 9 8 8 8 10 9 10 8 10 10 10 8 8 10 10 10
left_child=11 3 7 4 26 14 8 27 -7 -10 12 -1 -11 16 -4 -6 -14 -9 -19 24 -21 22 23 -22 25 -16 -2 -3 -5 -30
right_child=1 2 5 28 15 6 -8 17 9 10 -12 -13 13 -15 19 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-7.5509872353833889e-05 -5.2979047804981858e-05 -5.6326483180839661e-05 1.8061578320995864e-05 -0.00017459108492943188 -0.00050457589265420213 -0.0011392998732006278 0.0040811254011092401 3.9034935397914696e-05 -0.0010122293290415029 -1.00526137466872e-05 -3.0517824500755355e-05 0.00014318232179569179 0.00049584084734711098 -2.2648837834751136e-05 0.002426297836058531 6.0197866423514768e-05 0.00016199976480365307 -1.9229569527112745e-05 -0.00013688386114115049 -0.00012684455980888743 9.7051433559158792e-06 -7.3834686808034176e-05 -5.7711731865808249e-05 0.00026279212747056137 1.8154964711669665e-05 -0.0001640731594093836 1.196436986369065e-05 0.00031918214878821514 -1.962125188050834e-05 -0.0003765846480561663
leaf_weight=33 293 51 274 76 27 40 32 30 31 56 112 197 45 47 26 180 212 89 130 36 37 136 37 41 77 299 74 50 63 97
leaf_count=33 293 51 274 76 27 40 32 30 31 56 112 197 45 47 26 180 212 89 130 36 37 136 37 41 77 299 74 50 63 97
internal_value=-0.000723797 -0.00107789 -0.000400211 -0.00263094 -0.0013913 0.000232408 0.00167235 -0.00310249 0.00121324 0.00170635 0.00219873 0.0033195 0.0033241 0.00419672 -0.00063655 0.00137615 0.0051938 -0.00453846 -0.00554545 -0.0014 0.000201342 0.00134921 0.00396552 0.00658228 -0.00251816 -0.00349693 -0.00291005 0.000535714 -0.0057384 -0.0042236
internal_weight=2928 2698 1888 810 574 1538 575 350 543 503 472 230 360 304 963 207 257 249 219 689 287 251 115 78 402 325 367 101 236 160
internal_count=2928 2698 1888 810 574 1538 575 350 543 503 472 230 360 304 963 207 257 249 219 689 287 251 115 78 402 325 367 101 236 160
cat_boundaries=0 11 13 30 31 33 34 57 58
cat_threshold=131072 0 1711276032 10240 2 8192 0 8192 0 16 32768 68175104 32 2 16 1048576 2097156 0 0 33554432 536870912 65536 8224 0 256 0 0 67108864 32 4096 204 257 10288 16812032 0 8 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 0 0 128 0 16777216 172066
is_linear=0
shrinkage=0.04


Tree=366
num_leaves=31
num_cat=11
split_feature=7 0 7 8 9 0 0 12 0 2 7 2 0 12 2 5 6 2 3 2 3 3 2 2 2 12 9 2 7 5
split_gain=2.58313 2.38615 1.9871 1.17477 1.25292 1.62605 1.1229 0.888458 1.07662 0.886214 0.878786 0.919093 1.96808 1.78646 1.29973 1.27481 1.4705 2.33507 1.64796 1.23778 1.06074 0.924672 0.828471 0.814497 0.81401 0.777609 0.870705 0.679637 0.652573 0.831514
threshold=0 15.500000000000002 1 2 3 22.250000000000004 35.250000000000007 4 45.425000000000004 4.5000000000000009 5 4.5000000000000009 40.675000000000004 6 94.500000000000014 1.0000000180025095e-35 7 27.500000000000004 2017.5000000000002 47.500000000000007 2017.5000000000002 1999.5000000000002 64.500000000000014 9.5000000000000018 9.5000000000000018 8 9 17.500000000000004 10 1.0000000180025095e-35
decision_type=9 8 9 9 9 10 10 9 8 8 9 10 8 9 10 10 9 10 8 10 10 10 10 10 10 9 9 8 9 10
left_child=1 -1 24 6 10 -6 -4 -3 28 -7 -5 12 -12 14 19 16 20 18 -18 23 22 -19 -15 -13 -2 -11 -27 -8 -9 -30
right_child=2 7 3 4 5 9 27 8 -10 25 11 13 -14 15 -16 -17 17 21 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=1.2881817102865511e-05 0.00015645189224862578 -0.00010717319069833309 0.00032336758513459076 7.9306224471764604e-06 -0.00013758733317587257 -0.00046848719020125884 -0.00012882846038710482 2.0275266594254049e-05 -0.00010295405450960971 -7.8297857167441975e-06 -8.3796327089658004e-06 -8.101719121544448e-05 0.00059407621840819054 -0.00014121648595846636 0.00069433497577534812 -0.00038609351231507107 0.00098291789347818796 -6.0384327445035526e-05 9.3169376216906127e-06 -6.9980775659885813e-05 -0.00063317830813751645 -0.00025474114578720729 2.7056460861984987e-07 3.5913625116492654e-05 0.0011372289843055228 1.0846098408308081e-05 0.00045602476411477967 -5.3217507569236487e-05 -4.4806894496360883e-05 -0.00016846868260749658
leaf_weight=197 46 109 34 254 29 47 60 111 33 104 187 36 41 257 49 25 39 74 87 51 29 35 84 182 55 109 234 120 222 29
leaf_count=197 46 109 34 254 29 47 60 111 33 104 187 36 41 257 49 25 39 74 87 51 29 35 84 182 55 109 234 120 222 29
internal_value=-0.000680135 -0.0027809 -1.75516e-05 -0.000284665 3.05499e-05 0.00168539 -0.00302222 -0.00427723 -0.00310345 0.00226263 -0.000582929 -0.00104465 0.00122271 -0.00160169 0.000851064 -0.00280811 -0.00247525 8.13008e-05 0.00377953 -0.000222222 -0.0039895 -0.00418182 -0.00345029 0.00109589 0.00517857 0.0028125 0.00367232 -0.00441989 -0.00253444 -0.00358779
internal_weight=2969 701 2268 2167 1953 523 214 504 395 494 1430 1176 228 948 318 630 605 235 126 269 370 109 341 218 101 447 343 180 362 251
internal_count=2969 701 2268 2167 1953 523 214 504 395 494 1430 1176 228 948 318 630 605 235 126 269 370 109 341 218 101 447 343 180 362 251
cat_boundaries=0 18 35 65 67 69 80 82 83 84 86 103
cat_threshold=0 0 1056768 526336 524288 134217794 0 268566528 33554432 536870944 0 128 16 268435456 0 0 4240 384 268435456 0 570425344 8192 0 8192 0 8192 0 0 0 0 0 0 0 0 1073741824 1342177280 2048 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 2147483904 0 0 0 0 1073741824 0 0 524288 4096 256 18452 1197312 2 0 0 1073741824 0 2 0 0 536870912 67584 0 8192 1262592 34 204 67248224 0 4096 0 0 8192 0 0 0 0 0 33554432 0 0 128 0 268435456 0 0 144
is_linear=0
shrinkage=0.04


Tree=367
num_leaves=31
num_cat=7
split_feature=7 7 8 4 2 0 0 3 9 4 2 3 2 1 0 2 2 2 5 2 13 2 0 2 2 15 2 2 13 4
split_gain=2.81327 1.5774 1.24106 0.928497 1.23039 0.85245 1.09032 0.844503 1.31059 1.10858 1.36133 0.803599 0.76249 0.763055 2.39439 0.922724 0.761665 1.58339 1.56646 1.01412 1.19505 0.99988 0.839299 0.720141 0.714925 0.691523 0.973982 0.833682 0.825056 1.39546
threshold=0 1 2 2188290000.0000005 28.500000000000004 46.250000000000007 37.250000000000007 1995.5000000000002 3 313.50000000000006 141.50000000000003 2018.5000000000002 92.500000000000014 5.5000000000000009 39.07500000000001 21.500000000000004 70.500000000000014 229.00000000000003 2.5000000000000004 20.500000000000004 4 11.500000000000002 36.900000000000006 16.500000000000004 9.5000000000000018 5 29.500000000000004 19.500000000000004 6 925740000.00000012
decision_type=9 9 9 8 8 10 10 8 9 10 10 8 10 10 10 10 8 10 8 10 9 10 10 8 8 9 10 8 9 10
left_child=16 3 11 4 -2 6 -5 -4 9 10 12 -3 13 15 -15 24 18 -18 -1 20 -20 -22 -19 -11 -9 26 -13 -27 -29 -30
right_child=1 2 7 5 -6 -7 -8 8 -10 23 -12 25 -14 14 -16 -17 17 22 19 -21 21 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.00039612259792626503 -0.00030709096289911032 -0.00015378674895515586 0.00042928033387056529 -0.00015402864170376064 5.1988950106718335e-05 -0.00020898942079337958 -4.2518809630323066e-05 -8.8416127969992427e-06 -0.0002289347621705673 -2.178368542949727e-05 -0.00047281030541242332 -7.8408239419296426e-05 0.00015025358824782842 -0.00031731813179789017 6.2613041420931387e-05 -4.331384648907033e-05 -0.0001025831169404512 -1.1838226034157629e-05 2.3145863394233857e-05 2.1488200633967836e-05 -7.1160340397113942e-07 -0.00037942710073807006 0.0017806831456800864 0.00012057891175160763 3.7003067378194032e-05 1.1969812709580196e-05 -2.214058914681516e-05 -7.2822077467122887e-05 -2.2968717906906022e-05 0.00061643203725800786
leaf_weight=48 25 44 47 90 25 36 193 173 352 49 78 62 34 43 46 201 98 25 111 147 70 39 27 79 263 135 64 184 95 27
leaf_count=48 25 44 47 90 25 36 193 173 352 49 78 62 34 43 46 201 98 25 111 147 70 39 27 79 263 135 64 184 95 27
internal_value=-0.00116798 -0.00177419 -0.00130851 -0.00415789 0.000784314 -0.0050625 -0.00429577 -0.000625 -0.000818802 -4.09417e-05 -0.00057211 -0.00279743 -5.25624e-05 -0.000330124 -0.00377778 0.00015674 0.00135417 -0.0010596 0.00225962 0.0013587 -0.000361991 -0.00316667 0.0045283 0.00341085 0.00118993 -0.00242958 -0.0049635 -0.00154867 -0.00273616 0
internal_weight=2910 2345 1976 369 50 319 283 1365 1318 966 838 611 760 726 89 637 565 150 415 367 220 109 52 128 436 567 126 441 306 122
internal_count=2910 2345 1976 369 50 319 283 1365 1318 966 838 611 760 726 89 637 565 150 415 367 220 109 52 128 436 567 126 441 306 122
cat_boundaries=0 16 34 60 62 63 64 65
cat_threshold=131073 0 1174675456 2105856 32 8192 37748736 536879104 67584 8192 32768 0 16 0 0 32 0 268435584 1048576 526336 0 134217730 0 0 0 32 32 320 0 0 0 0 1073746048 384 16 8 4 0 0 1 0 2147483648 0 0 0 0 2048 512 0 4096 0 0 0 0 0 0 16777216 0 0 16384 1 30720 12 2281701376 10
is_linear=0
shrinkage=0.04


Tree=368
num_leaves=31
num_cat=10
split_feature=7 7 8 12 8 12 2 12 2 2 2 0 3 12 2 2 2 2 12 0 0 0 4 0 3 3 2 6 2 3
split_gain=2.3705 1.63819 1.85918 1.46415 1.42877 1.41558 1.09488 0.981853 1.39607 1.19814 0.997481 0.90137 0.911397 0.907848 1.2383 0.792449 0.794243 0.786518 0.75804 0.743996 0.739947 0.7264 0.706181 0.919505 0.702191 0.622071 0.652792 0.62779 0.595297 0.565346
threshold=0 1 2 3 4 5 40.500000000000007 6 30.500000000000004 13.500000000000002 9.5000000000000018 39.07500000000001 2014.5000000000002 7 2.5000000000000004 19.500000000000004 131.00000000000003 11.500000000000002 8 23.500000000000004 18.500000000000004 35.850000000000009 5368.5000000000009 42.250000000000007 1958.5000000000002 2015.5000000000002 19.500000000000004 9 43.500000000000007 2000.5000000000002
decision_type=9 9 9 9 9 9 10 9 8 10 10 8 10 9 10 8 8 8 9 10 10 10 8 10 10 8 10 9 10 10
left_child=5 7 20 -4 15 6 -1 8 -2 10 -9 12 18 25 -15 -5 28 -7 19 -6 -3 -22 -16 29 -19 26 -13 -27 -17 -24
right_child=1 2 3 4 11 17 -8 9 -10 -11 -12 13 -14 14 22 16 -18 24 -20 -21 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00011618519587074161 -0.00032270511185785724 2.1106760989653142e-06 7.2813963097928537e-06 0.00016758132190695108 2.4658177605410003e-05 -7.9668231008582784e-05 2.6611082514449436e-06 -2.1884042259578963e-05 0.00010669029902885541 -0.00050088320322522867 0.00064462554346608411 -0.00038061228161858198 -0.00073201059650891416 0.00048580106058132344 2.3164052410677981e-05 1.0247498751141393e-05 0.000238132464000671 2.5104444164369965e-06 -5.8235748360360166e-05 -0.00014633656135160322 0.00082970405822418774 2.2932709661844799e-05 -0.00027651407385743455 -0.00016017298320406326 0.00035645874723691409 -0.00010272939431423823 -1.8887085424736939e-05 4.1203975480570423e-05 -0.00020650084223909461 -1.2284205509871527e-06
leaf_weight=74 43 69 584 62 74 65 47 90 67 127 28 40 27 33 27 37 74 146 321 37 28 65 174 35 34 109 98 235 39 61
leaf_count=74 43 69 584 62 74 65 47 90 67 127 28 40 27 33 27 37 74 146 321 37 28 65 174 35 34 109 98 235 39 61
internal_value=-0.00074551 -0.00117148 -0.000758929 -0.00108758 -0.00175368 0.00222812 0.00560606 -0.0036612 -0.000330579 -0.00507813 -0.00235294 -0.00226209 -0.00369565 -0.00147601 -0.00304985 0.00125561 -0.000264901 0.000390625 -0.00323326 -0.000163934 0.00323699 0.00574468 -0.00395973 -0.00457565 0.00176796 -0.000324544 -0.00258993 0.00057971 -0.00311688 -0.00364407
internal_weight=2950 2584 2229 2067 1483 366 121 355 110 245 118 1271 459 812 330 212 150 245 432 111 162 93 297 270 180 482 138 344 76 235
internal_count=2950 2584 2229 2067 1483 366 121 355 110 245 118 1271 459 812 330 212 150 245 432 111 162 93 297 270 180 482 138 344 76 235
cat_boundaries=0 17 35 64 65 86 87 89 91 92 93
cat_threshold=268435456 1 1140850688 512 2 0 33554432 8192 65536 0 0 0 0 268435456 0 32 128 2 268435472 537919488 0 32 66 0 4194304 0 268435472 32768 0 8388608 0 67108864 0 4112 384 1342177280 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 128 0 4194304 0 0 0 0 0 524288 1253632 16 2056 0 0 0 0 0 0 0 0 0 0 8192 512 0 4096 0 0 4096 0 256 73730 35872 32 83902530 2 34848 152
is_linear=0
shrinkage=0.04


Tree=369
num_leaves=31
num_cat=12
split_feature=7 8 7 0 12 2 3 4 4 0 2 2 2 0 2 12 12 11 0 2 7 6 3 3 12 2 2 13 0 12
split_gain=2.96371 1.95446 1.69112 1.86911 1.32063 1.24467 1.51188 1.20887 1.39215 0.918321 1.22029 0.978593 0.785955 0.827681 1.09821 0.767439 0.739538 0.916251 1.19476 1.15243 0.919839 0.964036 1.3239 1.33688 1.22247 1.59353 1.14223 1.1078 0.869492 0.738102
threshold=0 1 2 40.250000000000007 3 80.500000000000014 2010.5000000000002 5157000000.000001 6050.0000000000009 32.500000000000007 11.500000000000002 17.500000000000004 25.500000000000004 40.250000000000007 47.500000000000007 4 5 6 12.250000000000002 11.500000000000002 7 8 2008.5000000000002 1997.5000000000002 9 10.500000000000002 23.500000000000004 10 42.250000000000007 11
decision_type=9 9 9 10 9 10 10 10 10 10 8 8 8 10 8 9 9 9 8 10 9 9 10 10 9 10 10 9 10 9
left_child=4 5 3 -3 -1 6 15 8 16 10 -6 -11 -13 14 -14 -2 -4 19 -19 -18 -20 24 23 27 25 -22 -27 -23 -26 -12
right_child=1 2 7 -5 9 -7 -8 -9 -10 11 29 12 13 -15 -16 -17 17 18 20 -21 21 22 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-5.7155936109012372e-05 -3.3232267332294897e-06 0.00074031856771810572 1.0663468748468575e-05 -0.00011815248858962235 3.5572677981008382e-05 -0.00013614386069949803 6.4569816092330254e-05 -0.00027823479310129073 9.9031717001274441e-05 -0.00015317303275956819 -4.008745748379283e-05 0.00019450969395013118 -0.001213115429574998 2.8202023963075364e-06 -4.7324944118258829e-05 -4.5283831819133979e-05 -0.00017774106109815334 -0.00012302619712180275 3.3382860564721283e-05 -2.3876841023415806e-05 0.0020527293679695902 -0.00010365221431577254 8.7784500870569112e-05 -0.00070946499145765787 2.1033853949674608e-05 -0.00023347533404546538 0.00019801696324329044 2.4112632946931001e-05 -8.4992252102509267e-05 5.0449198390367661e-07
leaf_weight=109 139 72 502 28 47 60 35 32 76 103 102 26 27 82 62 117 36 49 112 74 58 233 85 48 143 46 54 216 26 120
leaf_count=109 139 72 502 28 47 60 35 32 76 103 102 26 27 82 62 117 36 49 112 74 58 233 85 48 143 46 54 216 26 120
internal_value=-0.000609589 9.76909e-05 0.000610205 0.00540541 -0.00290276 -0.00259669 -0.00157534 0.000310938 0.000454804 -0.00203448 -0.00037037 -0.00358804 -0.00191919 -0.00290698 -0.00555556 -0.00264591 0.000213904 -0.000335852 3.70028e-05 -0.00363636 0.000332681 -0.000108696 -0.00107926 -0.00188755 0.00159763 0.00402367 0.00118812 -0.0012 -0.000777778 -0.00161435
internal_weight=2919 2241 1890 100 678 351 291 1790 1758 569 269 300 197 171 89 256 1682 1180 1070 110 1021 909 582 497 327 158 100 449 169 222
internal_count=2919 2241 1890 100 678 351 291 1790 1758 569 269 300 197 171 89 256 1682 1180 1070 110 1021 909 582 497 327 158 100 449 169 222
cat_boundaries=0 18 45 62 63 65 66 68 77 78 80 81 83
cat_threshold=0 268435472 570687488 524292 2 64 0 541196288 0 134217744 8224 2097152 16 268435456 67108864 0 4096 128 268435472 10 4 0 0 0 262144 0 0 0 0 33554432 0 0 0 4096 0 0 33554432 0 0 0 0 8 0 49152 64 268435456 0 0 2097664 0 0 0 8192 0 0 0 320 0 0 0 32 128 16785472 40962 32 68168000 32768 2147485184 0 1 67108864 2048 0 0 0 0 65536 324 16386 32 2 68158466 32
is_linear=0
shrinkage=0.04


Tree=370
num_leaves=31
num_cat=14
split_feature=7 12 7 9 0 4 12 15 6 1 5 0 0 12 0 15 12 0 7 0 18 0 7 0 0 0 0 0 0 9
split_gain=2.78858 2.37799 1.65391 1.07757 1.45151 0.929978 0.827594 1.0787 0.895559 0.798456 0.896353 1.06547 0.997403 0.735021 0.682937 0.668842 0.667535 1.24878 0.870663 0.643806 0.60437 0.604132 0.674508 0.682908 0.576355 0.548439 0.520134 0.522381 0.456423 0.421909
threshold=0 1 2 3 33.175000000000004 5157000000.000001 4 5 6 5.5000000000000009 1.5000000000000002 38.20000000000001 20.500000000000004 7 39.07500000000001 8 9 22.750000000000004 10 10.500000000000002 11 47.250000000000007 12 35.850000000000009 26.500000000000004 44.07500000000001 44.07500000000001 40.250000000000007 47.750000000000007 13
decision_type=9 9 9 9 10 8 9 9 9 10 8 10 8 9 10 9 9 10 9 10 9 10 9 8 10 10 10 8 10 9
left_child=1 -1 13 4 -4 -6 9 19 14 10 -5 12 -12 -2 -9 24 17 -17 -18 -8 -19 22 23 -3 -10 -13 27 29 -16 -20
right_child=2 21 3 6 5 -7 7 8 15 -11 11 25 -14 -15 28 16 18 20 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.927775260554654e-05 1.6907458335495563e-05 -9.3226594453845731e-05 -8.9521908153997748e-05 0.00016115378978799556 0.0010851759807739825 -0.00012071838898982889 -3.1721066833512171e-05 -5.2881541237042032e-05 1.2616629015838044e-05 -4.8410066952975227e-05 1.3900876612389368e-05 -6.2869800685021456e-05 0.00012205769355524865 0.00027057954874209144 -2.5168575092209267e-05 2.2273920193427443e-05 -6.6088654864380206e-05 0.00082936970520968605 4.8431230453616086e-07 -0.00034734572786163657 -6.9719362075595378e-05 -0.00019677737841320209 -0.00021497907323286825 -2.174723443395976e-05 0.00031392925367683232 1.1315817262200767e-05 0.00014096261260739595 -0.00047013471305852762 3.9739823046076598e-05 0.00025605627727330214
leaf_weight=107 133 42 41 26 27 148 53 85 107 76 126 183 57 107 200 90 108 26 333 71 140 28 169 94 52 33 39 35 25 133
leaf_count=107 133 42 41 26 27 148 53 85 107 76 126 183 57 107 200 90 108 26 333 71 140 28 169 94 52 33 39 35 25 133
internal_value=-0.000746114 -0.00363636 -0.000210953 -0.000557303 -0.00317181 -0.00170455 -0.000258835 -0.000729443 -0.000390173 0.00113281 0.00183099 0.00135 0.00358696 0.00286853 -0.00224299 0.000167598 -0.000262295 -0.00194757 0.000424886 -0.00414815 -0.00407186 -0.0052907 -0.00490196 -0.00217687 0.00247059 -0.000552995 0.00108893 0.000756972 -0.00115044 0.00111349
internal_weight=2894 440 2454 2214 216 175 1998 1497 1373 501 425 399 183 240 310 1063 904 256 648 124 166 333 305 136 159 216 540 501 225 466
internal_count=2894 440 2454 2214 216 175 1998 1497 1373 501 425 399 183 240 310 1063 904 256 648 124 166 333 305 136 159 216 540 501 225 466
cat_boundaries=0 18 19 33 35 36 37 38 39 40 41 58 59 76 78
cat_threshold=0 145 1048576 2048 0 8258 0 541065216 0 32 40960 320 0 0 0 32 4112 128 16812064 131074 0 1610620928 2629632 0 134217728 0 8192 33554432 16 0 0 128 268435456 1073873153 48 67240288 144703488 272 98306 2148007936 16828416 0 0 67108864 0 32 0 0 0 65536 0 0 128 0 0 0 0 1073741824 4 0 128 1048576 2048 0 2 0 536870912 0 0 0 0 0 0 0 0 4096 0 14336
is_linear=0
shrinkage=0.04


Tree=371
num_leaves=31
num_cat=4
split_feature=7 8 7 0 2 0 2 0 1 2 2 2 0 2 1 0 2 3 6 5 2 0 0 0 2 1 3 2 3 0
split_gain=2.1911 1.51971 1.13065 1.36417 1.1895 0.811491 1.01228 0.710453 0.786803 0.692049 0.854296 0.683336 0.827749 0.918486 0.904229 2.37917 0.949828 0.959983 0.844128 0.971201 0.917182 0.821326 0.720731 0.64454 0.720634 0.668681 0.619594 0.729054 0.615979 0.802457
threshold=0 1 2 43.175000000000004 14.500000000000002 40.250000000000007 22.500000000000004 42.250000000000007 5.5000000000000009 12.500000000000002 15.500000000000002 262.50000000000006 42.250000000000007 27.500000000000004 5.5000000000000009 39.07500000000001 20.500000000000004 2004.5000000000002 3 2.5000000000000004 19.500000000000004 35.850000000000009 16.750000000000004 10.500000000000002 41.500000000000007 5.5000000000000009 2011.5000000000002 32.500000000000007 2005.5000000000002 32.500000000000007
decision_type=9 9 9 8 8 10 8 10 8 8 10 10 10 10 10 10 8 10 9 8 10 10 10 10 10 10 8 10 10 10
left_child=7 5 28 11 -5 6 -2 9 -9 -1 -11 12 13 14 16 -16 17 18 19 -4 21 22 -20 -15 25 -25 -12 -28 29 -3
right_child=1 2 3 4 -6 -7 -8 8 -10 10 26 -13 -14 23 15 -17 -18 -19 20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00021565327655803657 0.00028076605324123705 1.6371934753713902e-05 -1.1219645374609399e-05 -2.8817051138503302e-05 9.2510689940787926e-05 -7.2663678099615933e-06 -1.0152518399522137e-05 -0.00036738511876230009 2.2813544593915936e-05 -0.00010593636284262687 2.776953369973967e-05 -0.00049958748896713698 -0.0004479817807421682 -9.6715527397535079e-05 -0.00053635372965615607 4.6696967071113708e-06 -7.6608894101042331e-05 -0.00015563990240863746 2.3450996987151031e-06 0.00037512526263782319 -6.6444461042536318e-05 -5.0606492337692543e-05 0.0011405863869097034 9.950248700789644e-06 -7.5091063808230277e-06 8.4667849116364387e-05 1.7986178647646511e-05 -1.6899725202890182e-06 -0.00017816252566671409 -0.00010395162276228831
leaf_weight=148 139 54 59 70 102 73 152 35 28 32 49 54 30 57 61 65 175 119 74 79 32 194 42 125 313 36 81 156 44 268
leaf_count=148 139 54 59 70 102 73 152 35 28 32 49 54 30 57 61 65 175 119 74 79 32 194 42 125 313 36 81 156 44 268
internal_value=-0.000570071 -0.00107908 -0.00150194 -0.00104829 0.00231214 0.00128 0.00226027 0.00174074 -0.0021875 0.00231263 0.00125392 -0.00143799 -0.00127223 -0.00113128 -0.00190899 -0.00503937 -0.00139355 -0.000633333 0.00016632 0.00268456 -0.000906516 -0.000257235 0.00239316 0.00018797 0.000673684 0.00283951 0.00195122 0.00109244 -0.00350133 -0.00297214
internal_weight=2946 2417 2053 1687 172 364 291 529 63 466 318 1515 1461 1431 900 126 774 599 480 138 342 310 116 531 474 161 286 237 366 322
internal_count=2946 2417 2053 1687 172 364 291 529 63 466 318 1515 1461 1431 900 126 774 599 480 138 342 310 116 531 474 161 286 237 366 322
cat_boundaries=0 18 45 62 63
cat_threshold=268566528 0 1677729792 2105344 32 0 0 805314560 67584 0 32768 0 67108880 268435456 0 0 0 256 16 2048 0 134217728 0 1 262144 0 0 32768 0 0 8192 0 0 0 0 0 33554432 10240 128 0 0 8 0 0 64 1 268435600 0 526848 524288 0 0 0 0 671088640 8224 256 128 0 0 0 1073746064 336
is_linear=0
shrinkage=0.04


Tree=372
num_leaves=31
num_cat=14
split_feature=8 7 12 3 1 4 3 12 4 8 7 4 3 4 11 4 8 11 9 12 3 4 1 1 12 3 3 12 3 16
split_gain=2.45617 1.97359 2.08253 1.55452 1.17575 1.5128 1.62474 1.03333 1.5814 1.20291 1.00518 0.996788 0.939928 0.900374 0.874492 0.854398 0.81746 0.649474 1.11112 0.973767 0.721184 0.551171 0.512285 0.450981 0.445414 0.492067 0.443476 0.442665 0.388381 0.549599
threshold=0 1 2 2015.5000000000002 5.5000000000000009 345.00000000000006 2002.5000000000002 3 18214475000.000004 4 5 313.50000000000006 2003.5000000000002 208770000.00000003 6 40797.000000000007 7 8 9 10 2019.5000000000002 1732015000.0000002 5.5000000000000009 5.5000000000000009 11 1995.5000000000002 2001.5000000000002 12 2020.5000000000002 13
decision_type=9 9 9 10 8 10 10 9 10 9 9 10 8 10 9 8 9 9 9 9 10 10 10 10 9 10 10 9 8 1
left_child=7 14 3 -3 17 6 -6 8 9 21 -11 16 -12 -13 -2 -14 -9 18 20 26 24 -1 28 -17 25 -4 -19 -26 -18 -30
right_child=1 2 4 -5 5 -7 -8 11 -10 10 12 13 15 -15 -16 23 22 19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=1.8830536992737736e-05 -0.00033507210919378141 -0.00015205127730244072 4.2158935807492524e-05 2.9134359894129603e-05 -7.0844240452316859e-05 0.00040136401549911938 0.00074509652042475949 2.1042588635822313e-06 -0.00041840640699273733 1.7071004336770556e-05 2.6801739241619771e-05 0.00025187873245293704 4.7019261653460378e-05 3.6145982861341963e-05 -2.3224242069872502e-05 -5.4741722793600901e-05 -1.8804467759636624e-06 -5.2794102133120195e-05 0.00017229180664664058 0.0001264530576127143 -0.00047272609364142683 0.0020797101688338061 -3.7142830748138068e-06 9.3628483588048548e-06 -2.7993247340702964e-05 -0.0001126551676907539 1.2706563076356759e-05 -0.00023229843222537737 6.9032737199279377e-05 0.0010543633445347211
leaf_weight=175 178 242 75 25 171 50 28 327 30 112 25 27 34 42 156 260 26 87 171 110 29 30 41 47 133 26 28 105 89 53
leaf_count=175 178 242 75 25 171 50 28 327 30 112 25 27 34 42 156 260 26 87 171 110 29 30 41 47 133 26 28 105 89 53
internal_value=-0.000436413 -0.00147692 -0.00074361 -0.00381295 9.76563e-05 0.00248 0.0009 0.000842739 -0.00019337 0.000204678 -0.000899796 0.00204545 -0.00190981 0.00657143 -0.00417391 -0.00251462 0.00148976 -0.000679739 -0.00141818 0.00110169 -0.00263852 0.00268519 0.00336364 -0.00318182 -0.00217647 0.000178571 -0.00142857 -0.00305221 0.00449704 0.00531469
internal_weight=2932 1614 1280 267 1013 249 199 1318 713 683 478 605 366 69 334 341 536 764 539 225 368 205 209 307 339 101 115 238 168 142
internal_count=2932 1614 1280 267 1013 249 199 1318 713 683 478 605 366 69 334 341 536 764 539 225 368 205 209 307 339 101 115 238 168 142
cat_boundaries=0 27 44 46 48 69 77 79 102 105 107 108 109 110 111
cat_threshold=268435456 4 0 0 2147483648 0 262144 0 0 0 0 131076 0 1049088 0 4096 0 0 4096 0 384 0 20971520 8 0 268451840 4 2 16 537927680 524292 0 134217728 131072 131072 2048 0 0 0 0 0 0 32 1073741840 17440 32 1261890 2 0 0 0 0 2147483648 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 128 0 0 67108864 0 0 0 0 131072 4 512 0 0 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 128 0 16777216 36 1024 524288 0 14372 16844866 67648 258 2
is_linear=0
shrinkage=0.04


Tree=373
num_leaves=31
num_cat=8
split_feature=7 7 0 3 0 2 0 2 0 2 0 11 2 2 0 0 1 2 11 9 6 3 3 6 2 2 5 1 7 2
split_gain=2.20304 1.51832 1.54836 1.26578 0.817672 0.74442 0.687133 1.08432 1.02465 0.918175 0.91102 0.870293 1.60094 0.951599 0.897843 0.68446 0.744125 0.644214 0.696655 0.946422 1.36015 1.21255 0.801175 0.636061 2.45184 1.61001 0.643464 0.603905 1.05441 1.19162
threshold=0 1 52.740000000000002 1980.5000000000002 15.500000000000002 69.500000000000014 43.675000000000004 46.500000000000007 40.675000000000004 59.500000000000007 46.250000000000007 2 18.500000000000004 1.0000000180025095e-35 31.500000000000004 12.250000000000002 3.5000000000000004 2.5000000000000004 3 4 5 2015.5000000000002 2010.5000000000002 6 51.500000000000007 79.500000000000014 5.5000000000000009 5.5000000000000009 7 77.500000000000014
decision_type=9 9 10 8 10 10 10 8 8 8 10 9 8 10 10 10 10 10 9 9 9 10 8 9 10 10 8 10 9 10
left_child=-1 2 4 -3 5 -2 8 -8 11 -10 -9 12 -5 -13 -14 16 -15 -17 19 21 -21 -19 -22 24 -6 26 -25 28 29 -20
right_child=1 3 -4 6 23 -7 7 10 9 -11 -12 13 14 15 -16 17 -18 18 27 20 22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00010077051971656204 1.7371189832076084e-05 0.00088891481109747877 -0.00011949354803338253 -7.5974087249157661e-05 -0.00031032958207735108 -9.4915079381259211e-05 4.6223253316526326e-05 0.00027938375982529352 -0.0012114356954066351 -1.728931820679236e-06 -9.3308648887671102e-05 -0.0001676136876039891 0.002858559432606498 -4.227819273413758e-05 0.00031718230215275865 0.0001111469018624689 -0.00035206988604592483 -7.6539253355747413e-05 6.8095610544887113e-05 -0.00019925004994718166 -0.00054048913635689649 0.00014574735309256682 0.00014098236740295534 7.3166784569167475e-06 0.0018227244653159858 -0.00018884348171507525 -4.4827581474891074e-05 -3.280857244764235e-05 -4.3532037286553308e-06 0.0018441689810344641
leaf_weight=119 158 25 26 48 144 26 139 53 25 25 43 85 26 74 64 85 27 368 95 135 25 54 153 53 26 42 270 100 395 26
leaf_count=119 158 25 26 48 144 26 139 53 25 25 43 85 26 74 64 85 27 368 95 135 25 54 153 53 26 42 270 100 395 26
internal_value=-0.000640545 -0.000870488 -0.00240741 -0.000307544 -0.00208333 0.000216216 -0.000420332 0.00161017 -0.000684705 -0.00627451 -0.00164948 -0.00052243 0.00241611 -0.000783833 0.00571429 -0.000559168 -0.00372549 -0.000334029 -0.000547337 -0.00136729 0.000308642 -0.00258661 0.00253968 -0.00287313 -0.000662983 -0.0037766 -0.00290123 0.000446571 0.0010058 0.00409091
internal_weight=2934 2815 745 2070 719 184 2045 235 1810 50 96 1760 138 1622 90 1537 101 1436 1351 735 313 422 178 535 170 365 323 616 516 121
internal_count=2934 2815 745 2070 719 184 2045 235 1810 50 96 1760 138 1622 90 1537 101 1436 1351 735 313 422 178 535 170 365 323 616 516 121
cat_boundaries=0 15 33 36 37 39 40 41 48
cat_threshold=0 16 270336 8192 0 0 0 8192 0 134217728 32768 0 0 268435456 67108864 2 0 34603008 2623488 524290 8192 0 805437440 33554432 1056 8192 192 0 0 0 0 1073746048 256 32768 2147483648 524288 67125252 0 2068 260 132 0 128 67108864 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=374
num_leaves=31
num_cat=15
split_feature=7 8 12 12 4 4 13 2 2 12 8 2 2 11 7 2 5 2 13 5 4 12 13 16 2 12 2 2 7 5
split_gain=2.07466 1.91369 2.225 1.36411 1.64556 1.33944 1.27126 1.839 1.38473 1.18926 1.38714 1.36281 1.45521 0.8521 0.791581 0.991968 1.36599 0.956177 0.762232 0.712463 0.709787 0.662641 1.21037 2.00601 1.51092 0.818983 0.643967 0.636804 0.634032 0.687466
threshold=0 1 2 3 22.000000000000004 5828530000.000001 4 11.500000000000002 11.500000000000002 5 6 94.500000000000014 55.500000000000007 7 8 5.5000000000000009 3.5000000000000004 19.500000000000004 9 2.5000000000000004 3550.0000000000005 10 11 12 34.500000000000007 13 1.5000000000000002 12.500000000000002 14 2.5000000000000004
decision_type=9 9 9 9 10 8 9 10 10 9 9 10 10 9 9 8 8 10 9 8 10 9 9 1 10 9 10 10 9 8
left_child=9 2 5 6 13 -2 8 -8 -3 11 -11 12 26 -5 17 16 -16 -15 -4 20 -6 27 -23 25 -25 -24 -1 -17 -12 -30
right_child=1 3 18 4 19 -7 7 -9 -10 10 28 -13 -14 14 15 21 -18 -19 -20 -21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=2.6470081092355712e-06 4.8318369788518112e-05 -0.00035120427485072273 -1.9551428681374716e-05 0.00021908912887333543 -0.00023410971212960873 -0.00019764445697788348 1.6079261077628361e-05 -0.00015280368522645915 0.00017940194093728933 1.5288153517758473e-05 1.3000771980955505e-05 -0.00026201834817772606 4.9073484597279563e-05 -4.0135645649463927e-05 0.0011283069609724094 -5.2010632735317589e-05 7.2503280758695608e-06 0.00019091327332560582 5.0945861450983898e-05 0.000201744289042729 6.6658669386399091e-05 -7.8848281214263235e-05 0.00017976108524990765 -0.00018719786444393094 1.2518820441798085e-05 -4.0718908769221684e-05 -6.1429827446204407e-05 0.00014381295455326182 7.2586481512360021e-06 -7.5470208280918887e-05
leaf_weight=72 33 60 104 101 25 158 50 68 94 142 109 98 54 38 27 45 170 62 109 128 37 247 129 42 32 111 277 102 35 175
leaf_count=72 33 60 104 101 25 158 50 68 94 142 109 98 54 38 27 45 170 62 109 128 37 247 129 42 32 111 277 102 35 175
internal_value=-0.000545145 0.000201715 -0.00221687 0.000835972 0.0013772 -0.00524752 -0.00169611 -0.00465116 0.000727273 -0.0020555 -0.000550847 -0.00339844 -0.00242574 0.000794941 0.000413386 2.18341e-05 0.00252525 0.0036036 0.000625 0.00481675 0.00126984 -0.00067701 -0.00129371 0.000369231 -0.00533333 0.00215768 -0.00337143 0.00164557 -0.002 -0.00325792
internal_weight=2934 1972 404 1568 1296 191 272 118 154 962 461 501 403 1106 1005 905 197 100 213 190 62 708 561 314 74 240 349 147 319 210
internal_count=2934 1972 404 1568 1296 191 272 118 154 962 461 501 403 1106 1005 905 197 100 213 190 62 708 561 314 74 240 349 147 319 210
cat_boundaries=0 18 48 49 50 51 53 76 79 88 89 90 91 92 94 111
cat_threshold=2 268435600 571473920 2623492 32 134217794 0 805437440 33554432 134217760 32 192 16 0 0 32 4240 128 0 2048 0 0 0 1 262144 2147483648 1 0 0 2048 64 512 0 0 0 0 33554432 0 256 524288 4194304 0 0 0 4 0 128 4096 67322882 35840 10 16788738 32 0 0 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 256 0 20971520 0 1536 524288 131072 0 0 8192 0 0 0 0 65536 10 1130496 2 2 131138 32 0 0 1048576 0 0 0 0 131072 33554432 32 0 128 0 0 0 0 16
is_linear=0
shrinkage=0.04


Tree=375
num_leaves=31
num_cat=7
split_feature=7 7 3 2 8 3 2 2 2 2 13 2 4 2 4 13 1 6 2 2 2 7 2 1 4 1 2 2 2 5
split_gain=2.19107 1.70266 1.18871 0.905594 0.842406 0.930678 1.35302 1.00785 0.953034 0.851948 0.836243 1.44461 0.749561 1.65877 0.942276 0.886933 1.88609 1.7077 1.09516 0.983238 1.11023 0.950229 0.880379 0.903278 0.711294 0.790714 0.679641 0.999117 0.997063 0.659809
threshold=0 1 2020.5000000000002 9.5000000000000018 2 1995.5000000000002 49.500000000000007 13.500000000000002 10.500000000000002 60.500000000000007 3 7.5000000000000009 120418.00000000001 30.500000000000004 3890.0000000000005 4 3.5000000000000004 5 108.50000000000001 77.500000000000014 27.500000000000004 6 38.500000000000007 5.5000000000000009 2331015000.0000005 4.5000000000000009 147.50000000000003 620.00000000000011 89.500000000000014 2.5000000000000004
decision_type=9 9 10 8 9 8 10 8 10 8 9 10 10 10 10 9 10 9 10 10 10 9 10 10 10 10 10 10 10 8
left_child=24 -2 3 10 9 6 -6 8 -7 -5 -3 -12 14 -14 15 16 -9 18 19 20 -18 -17 -22 -24 25 -1 28 -28 -23 -27
right_child=1 2 -4 4 5 7 -8 12 -10 -11 11 -13 13 -15 -16 21 17 -19 -20 -21 22 26 23 -25 -26 29 27 -29 -30 -31
leaf_value=1.2485519027443105e-05 8.4472574633913668e-05 1.24999020557226e-05 0.00071457333554043607 -7.6181234378935869e-06 -1.8414402734805435e-05 -1.4642525982964116e-05 0.0020108083150910615 0.0020331165803680663 0.00011895081337371494 -5.0127719485608681e-05 -2.4727726323732213e-05 -0.00066407821534781425 -0.0014302452440030323 3.3342282148183242e-05 6.3992322610957337e-05 -3.3535775754316433e-05 -2.8386291382922479e-05 -0.0001821084210934032 0.00086088530689220732 -0.0001190473486707333 4.9786252344965474e-05 1.4615056728608522e-05 -1.5719830927025668e-05 4.0979280868924664e-05 -0.00042765375500195549 -0.00011508280478572886 -0.00022997734251966053 0.00012088762064923487 0.00098178116186254283 -8.5991469096597935e-05
leaf_weight=74 232 138 59 76 26 81 28 30 107 44 321 53 27 41 53 137 92 189 28 33 56 450 73 30 31 43 62 38 57 200
leaf_count=74 232 138 59 76 26 81 28 30 107 44 321 53 27 41 53 137 92 189 28 33 56 450 73 30 31 43 62 38 57 200
internal_value=-0.000639175 -0.000225505 -0.000555556 -0.000704535 -0.000272882 -2.42571e-05 0.00509091 -0.000201893 0.00253968 -0.00335878 -0.00218324 -0.00311688 -0.000572656 -0.00463768 -0.000361174 -0.000579937 -0.00180812 -0.00243028 -0.000495356 -0.00126316 -0.000396825 0.000317881 0.001625 -0.000576923 -0.00356546 -0.00308176 0.00100324 -0.0019802 0.00161417 -0.00418033
internal_weight=2909 2561 2329 2270 1758 1638 54 1584 188 120 512 374 1396 68 1328 1275 531 501 312 284 251 744 159 103 348 317 607 100 507 243
internal_count=2909 2561 2329 2270 1758 1638 54 1584 188 120 512 374 1396 68 1328 1275 531 501 312 284 251 744 159 103 348 317 607 100 507 243
cat_boundaries=0 18 35 54 55 56 57 66
cat_threshold=131075 0 1108353024 524288 0 134217728 0 0 33554432 536870912 32 256 16 0 67108864 0 4096 256 268435456 0 67108864 8704 34 0 0 8192 0 0 0 128 0 0 0 0 1073741824 0 2056 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 33554432 4 2 26 0 0 0 0 0 0 131072 0 65536
is_linear=0
shrinkage=0.04


Tree=376
num_leaves=31
num_cat=14
split_feature=7 7 0 2 12 14 0 8 2 17 2 8 5 2 0 9 4 4 6 4 12 0 2 7 9 7 2 7 0 2
split_gain=3.31476 2.00253 1.47115 1.37047 1.2351 1.47817 1.84234 1.23436 1.19649 1.11626 1.07883 1.09075 1.58208 1.02726 1.10201 0.918307 0.880373 1.47959 1.24954 0.870798 0.818674 0.794489 0.740432 0.73584 0.682543 0.669292 1.15243 0.658512 0.938479 0.824387
threshold=0 1 20.500000000000004 151.50000000000003 2 3 38.20000000000001 4 74.500000000000014 5 147.50000000000003 6 1.0000000180025095e-35 99.000000000000014 29.500000000000004 7 520.00000000000011 72000.000000000015 8 481.00000000000006 9 18.500000000000004 11.500000000000002 10 11 12 19.500000000000004 13 10.500000000000002 199.50000000000003
decision_type=9 9 10 10 9 9 10 9 8 9 10 9 10 8 10 9 8 8 9 8 9 10 8 9 9 9 10 9 10 8
left_child=2 3 -1 22 9 10 -7 8 -4 -3 11 12 -6 14 21 -16 -11 -18 -19 -17 -21 25 -2 -9 -20 -13 -27 -26 -29 -30
right_child=1 4 7 -5 5 6 -8 23 -10 16 -12 13 -14 -15 15 19 17 18 24 20 -22 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=0.00010443695687758493 0.00016924766408564552 3.4017663455117033e-05 0.00010641060819860826 0.0012612203320871629 0.00096537079981267487 9.4642311601944588e-06 -0.0007485937240747731 -1.1888163878417401e-05 -0.00034926309638063204 -0.00032589664242699712 -9.3953609787114086e-05 -2.9645189674099017e-06 -1.751036514932025e-06 0.00085642343485247351 0.00011686792275256153 0.00018988731816001802 0.00013304110834752692 -0.00024959850999557888 -9.8655452531701832e-05 1.3844017674387033e-05 -9.1764061221510931e-05 6.5947938009571774e-05 1.2463356346472665e-05 -0.00013063434176146415 -4.155470141977702e-05 0.00014677442768782357 6.8020756830122765e-06 0.0023906320615426678 9.6289537756177888e-06 -0.00056092201784956335
leaf_weight=30 54 181 48 27 69 123 74 106 52 42 68 112 48 51 119 27 31 120 105 105 177 53 135 321 120 36 74 26 365 51
leaf_count=30 54 181 48 27 69 123 74 106 52 42 68 112 48 51 119 27 31 120 105 105 177 53 135 321 120 36 74 26 365 51
internal_value=-0.000528634 0.000124792 -0.00327465 0.00370044 -0.000246801 0.000662598 -0.00240385 -0.00382576 0.00036036 -0.00123574 0.00132632 0.00172018 0.00515625 0.00109804 0.000710227 -0.000559441 -0.00183697 -0.00156288 -0.00190355 -0.0016875 -0.00240283 0.00268116 0.00263158 -0.0047032 -0.00115044 0.00161435 0.00363636 -0.000558464 0.0001766 -0.00028777
internal_weight=2950 2393 557 216 2177 1136 197 527 100 1041 939 871 117 754 703 428 860 818 787 309 282 275 189 427 667 222 110 562 442 416
internal_count=2950 2393 557 216 2177 1136 197 527 100 1041 939 871 117 754 703 428 860 818 787 309 282 275 189 427 667 222 110 562 442 416
cat_boundaries=0 17 35 37 38 67 68 81 83 84 86 103 105 114 122
cat_threshold=0 128 571473920 526848 524288 8258 0 4194304 33556480 536880128 32800 448 16 0 67108864 32 1073741952 1 0 1073741824 8320 2 0 33554432 8192 0 134217728 8192 0 0 0 0 0 4096 256 84943874 32 8321 0 0 0 0 0 0 262144 0 0 0 0 4 0 512 0 4096 0 0 0 0 0 0 0 0 0 0 0 0 524288 44 0 0 0 0 0 0 262144 0 0 0 0 133124 2048 0 20624 384 65600 2 0 128 0 0 0 0 0 0 0 8192 0 0 0 0 0 32 1073741824 1 16400 0 0 0 0 0 0 0 131072 65536 0 0 67108864 0 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=377
num_leaves=31
num_cat=10
split_feature=7 8 4 3 1 3 8 9 0 1 8 9 3 7 3 0 9 1 3 3 6 5 0 4 0 4 5 17 0 4
split_gain=2.87226 2.72867 1.69177 1.6397 1.0632 1.05634 0.966467 0.914837 0.952826 1.06337 0.885936 1.18695 1.30842 0.692334 0.870837 0.774702 0.686602 0.736034 0.553802 0.497146 0.465488 0.494892 0.581324 0.766755 0.449426 0.445813 0.5523 0.438202 0.778909 0.637027
threshold=0 1 5157000000.000001 1988.5000000000002 5.5000000000000009 2022.5000000000002 2 3 35.250000000000007 5.5000000000000009 4 5 2008.5000000000002 6 2000.5000000000002 39.07500000000001 7 5.5000000000000009 2020.5000000000002 2010.5000000000002 8 1.5000000000000002 47.750000000000007 64507855000.000008 38.57500000000001 49000.000000000007 1.5000000000000002 9 36.400000000000006 7085990000.000001
decision_type=9 9 8 8 8 8 9 9 10 8 9 9 8 9 8 10 9 8 8 10 9 8 10 8 10 10 8 9 10 8
left_child=10 4 16 -4 5 -2 -5 8 -8 19 24 12 -12 15 -15 -9 17 -3 -17 -10 21 -16 23 -23 -1 26 -18 29 -29 -13
right_child=1 2 3 6 -6 -7 7 13 9 -11 11 27 -14 14 20 18 25 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.158311132876122e-05 2.3814615458661591e-06 -4.5632043713723646e-05 0.00086689605283616798 -5.8589392111656483e-05 2.3559099564174348e-05 0.0011310368369465351 -0.00050399340476175785 -2.4750367085104588e-05 -0.00080349955831394483 0.00020133019983056499 -0.00024431689982598928 -0.00022643952297116243 7.24157840039652e-05 -0.0012370961842603379 -0.00045305429266925048 0.0011007641394069267 -7.0759628901129192e-06 0.0041515968067745487 1.1964822092593864e-05 -0.00021437352363122387 -4.8197959872311456e-05 -0.00034930082767008485 3.0057811896710974e-05 2.6402065355455306e-05 4.5695987798133331e-05 4.4355270331593033e-05 0.00058877910344683931 -5.3755914044408829e-05 -0.00016589061228629022 -4.6830804028985537e-06
leaf_weight=439 31 71 40 106 124 83 29 38 120 31 28 34 78 44 44 30 43 34 47 39 396 44 27 316 90 32 76 144 180 101
leaf_count=439 31 71 40 106 124 83 29 38 120 31 28 34 78 44 44 30 43 34 47 39 396 44 27 316 90 32 76 144 180 101
internal_value=-0.00085034 0.000118534 -0.000482077 -0.0010503 0.00401606 0.00695652 -0.00129573 -0.0009375 -0.00321739 -0.00230366 -0.00246154 -0.00357639 0.00034188 -0.000401204 -0.000793651 0.00238095 0.00249027 -0.000172414 0.00487179 -0.003625 -0.000507246 0.00040724 0.000876289 0.000443213 -0.00122222 0.00407407 0.00316667 -0.00446809 -0.00537313 -0.00205479
internal_weight=2939 1845 1607 1351 238 114 1311 1205 219 190 1094 565 106 986 871 115 256 105 77 159 827 431 387 360 529 151 119 459 324 135
internal_count=2939 1845 1607 1351 238 114 1311 1205 219 190 1094 565 106 986 871 115 256 105 77 159 827 431 387 360 529 151 119 459 324 135
cat_boundaries=0 18 48 74 76 99 101 110 112 113 114
cat_threshold=131074 0 1048576 0 2 134217794 33685504 268566528 33619968 402661408 40960 2097408 144 0 0 0 144 384 1073741840 2048 0 134217728 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 10240 0 524288 4194304 0 0 268451840 0 0 0 8192 0 0 0 0 0 1 0 2147483648 1 0 0 0 2048 0 0 0 0 0 4096 0 0 0 0 8 0 32768 0 52 0 0 0 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 0 0 256 0 16777216 0 180 0 1 1073741824 2097152 0 0 0 536870912 2048 256 26624 388 11
is_linear=0
shrinkage=0.04


Tree=378
num_leaves=31
num_cat=15
split_feature=7 7 12 9 3 9 12 11 0 8 12 13 0 12 0 3 17 6 0 1 12 0 0 3 0 0 0 0 18 1
split_gain=2.66078 1.88921 1.19452 1.06169 1.13484 0.893684 1.02816 0.890006 1.05925 1.27119 0.889682 1.04088 0.883827 1.09819 0.988856 0.77882 0.663946 1.02483 0.714494 0.642119 1.02002 0.903817 0.596101 0.580692 1.06421 0.480532 0.448472 0.457615 0.446303 0.418925
threshold=0 1 2 3 2015.5000000000002 4 5 6 47.250000000000007 7 8 9 18.500000000000004 10 29.500000000000004 2023.5000000000002 11 12 40.250000000000007 5.5000000000000009 13 37.250000000000007 31.500000000000004 1989.5000000000002 39.07500000000001 38.57500000000001 15.500000000000002 12.250000000000002 14 3.5000000000000004
decision_type=9 9 9 9 8 9 9 9 10 9 9 9 10 9 10 8 9 9 10 10 9 10 8 10 10 10 10 10 9 10
left_child=10 5 3 4 -3 6 -2 23 9 -9 11 25 26 -14 -15 -11 -17 18 -18 20 21 22 -19 24 -4 -1 27 -6 -7 -16
right_child=1 2 7 -5 12 28 -8 8 -10 15 -12 -13 13 14 29 16 17 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011466414360810972 -0.0001778125005338893 -0.00014436783473790627 -0.00011098947279979399 -0.00018504768962486652 -8.9678343726689043e-05 0.0022443058432570239 4.5078651102414827e-06 0.00018891409908718517 -4.0710546145916741e-05 6.2708712858032813e-05 -4.9311751467229212e-06 -0.00014648347335164403 0.00016033865588756415 0.00039566633598987267 -0.00017713390421100428 3.556343943660778e-05 -7.3383272411291507e-05 2.3123766617629826e-05 -0.0014778572154664717 8.4611383510591052e-06 -2.2561097733699853e-05 -4.0002436902497607e-05 0.00098860066785078971 -0.00010265715780853668 1.0833941255228297e-05 -4.4800048297624077e-05 -0.00012668129053686528 1.2631440988997155e-06 0.00052744376483392585 -3.341334938916418e-05
leaf_weight=45 119 47 32 196 57 38 111 117 77 236 154 168 104 39 28 138 66 110 54 80 271 93 28 39 53 106 44 98 64 128
leaf_count=45 119 47 32 196 57 38 111 117 77 236 154 168 104 39 28 138 66 110 54 80 271 93 28 39 53 106 44 98 64 128
internal_value=-0.000965658 -0.000427764 -0.000866729 -0.00215426 -0.00118705 0.00233236 0.000829876 -0.000170819 0.000156128 0.000452261 -0.00367769 -0.00490909 -0.000641283 0.000733333 -0.00106796 0 -0.000570749 -0.00106592 -0.00427481 -0.000337268 -0.000874751 0.00107438 0.00316547 -0.00325926 -0.00162791 -0.00209877 -0.0027 -0.00166667 0.00530973 -0.00254777
internal_weight=2940 2467 2135 741 545 332 230 1394 1270 1193 473 319 498 299 195 1076 840 702 120 582 502 231 138 124 85 151 199 155 102 156
internal_count=2940 2467 2135 741 545 332 230 1394 1270 1193 473 319 498 299 195 1076 840 702 120 582 502 231 138 124 85 151 199 155 102 156
cat_boundaries=0 18 35 37 39 41 42 44 63 65 66 67 68 69 70 71
cat_threshold=131074 128 1074790400 2621952 0 134225984 0 0 2048 8224 32800 2097472 16 0 0 0 0 128 268435456 16 67108864 8192 524320 2 0 8192 0 16 0 0 128 268435456 0 32 1073746048 1198144 34 0 6176 0 10244 34914 67125248 2147484672 0 0 0 0 0 0 262144 0 0 0 0 0 8192 0 0 4096 0 0 4096 67200066 32 2 1048640 13 192 16818432 4
is_linear=0
shrinkage=0.04


Tree=379
num_leaves=31
num_cat=11
split_feature=11 8 2 14 4 2 12 2 9 12 11 2 3 12 4 0 2 2 2 4 11 0 12 2 0 2 13 3 2 2
split_gain=2.9923 2.06467 1.30535 1.08275 1.20379 2.29901 1.17434 1.07101 0.841884 1.21837 1.39205 1.50071 1.27565 1.06883 1.18776 1.01686 1.41016 0.811056 1.20573 0.864672 0.807842 2.00936 0.794501 1.04905 0.849199 1.38793 0.849175 1.52221 0.907116 0.914452
threshold=0 1 171.00000000000003 2 5828530000.000001 37.500000000000007 3 50.500000000000007 4 5 6 38.500000000000007 1991.5000000000002 7 6789.5000000000009 18.500000000000004 16.500000000000004 301.00000000000006 86.500000000000014 575.00000000000011 8 32.500000000000007 9 23.500000000000004 42.710000000000008 9.5000000000000018 10 2017.5000000000002 11.500000000000002 4.5000000000000009
decision_type=9 9 8 9 8 10 9 8 9 9 9 8 10 9 8 10 10 8 10 8 9 10 9 8 10 10 9 8 10 10
left_child=2 7 -1 8 5 -5 -6 -2 9 10 12 15 -3 -10 -15 -12 -17 18 19 -11 -21 -22 24 -24 26 -26 -16 -28 29 -29
right_child=1 3 -4 4 6 -7 -8 -9 13 17 11 -13 -14 14 22 16 -18 -19 -20 20 21 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-6.7425769533109299e-05 -6.6089288582062974e-05 1.6181171208629054e-05 -0.00046961985223422433 0.00054038136567147177 -0.00011670332250638183 -0.00063160936323377822 2.6951714504086512e-05 -0.001691218502140508 5.386451802337433e-05 -0.00018697294014074828 3.0651993192520878e-07 -0.00011276300055548916 -8.4385595544844708e-05 -3.678511041304233e-05 -2.8290470505361043e-05 -0.00055970091840421791 8.4429559297660718e-07 0.000536953547312109 -0.00014553925660138134 1.3250515827145648e-05 0.00072531009629919654 -6.9893762527897259e-05 1.3311582805712875e-05 -0.00017456786250779287 0.00028807976991412687 -0.00035381538168337555 0.0020177844966541157 0.00072021583529512155 0.00080017765815483706 -0.00068871544900403589
leaf_weight=192 75 178 44 58 141 33 302 26 245 35 89 136 95 72 100 31 32 65 77 458 31 79 63 62 28 25 25 29 64 25
leaf_count=192 75 178 44 58 141 33 302 26 245 35 89 136 95 72 100 31 32 65 77 458 31 79 63 62 28 25 25 29 64 25
internal_value=-0.000967078 -0.000572491 -0.00518219 -0.0003399 0.00124771 0.00543478 0.000405405 -0.00589286 -0.000759124 -0.00136674 -0.00276224 -0.00468227 -0.000633803 0.000320427 -0.000753968 -0.0020915 -0.0059375 -0.000291005 -0.000704846 -9.93377e-05 0.000281195 -0.00264463 4.73934e-05 -0.0025 0.00117264 -0.00333333 0.00221311 0.00402597 0.00235294 -0.00145455
internal_weight=2915 2679 236 2578 534 91 443 101 2044 1306 561 288 273 738 493 152 63 745 680 603 568 110 421 125 296 53 243 143 118 54
internal_count=2915 2679 236 2578 534 91 443 101 2044 1306 561 288 273 738 493 152 63 745 680 603 568 110 421 125 296 53 243 143 118 54
cat_boundaries=0 3 32 33 34 36 38 40 42 45 46 47
cat_threshold=16386 2148073984 2048 16 0 4 0 0 0 0 0 1 0 0 0 64 0 0 0 0 0 0 8192 0 0 0 0 0 1073741824 0 0 524288 139265 67618 129 10384 85131328 32 32772 1024 18040064 32 36 0 524288 67149826 12
is_linear=0
shrinkage=0.04


Tree=380
num_leaves=31
num_cat=9
split_feature=7 7 12 8 7 2 2 3 2 0 12 6 3 0 7 2 10 0 2 0 2 2 2 2 3 3 0 0 2 2
split_gain=2.86134 1.68408 1.49295 1.77631 1.31585 1.17183 1.45638 1.15347 1.10681 1.29123 1.09687 1.20524 1.14214 0.991416 1.13709 1.27636 1.15379 1.15128 1.43451 0.992858 0.927785 0.881556 0.819176 1.20416 0.830905 1.21738 0.769907 1.00272 0.779907 0.765436
threshold=0 1 2 3 4 69.500000000000014 114.50000000000001 2012.5000000000002 14.500000000000002 36.900000000000006 5 6 2005.5000000000002 9.5000000000000018 7 9.5000000000000018 8 24.500000000000004 30.500000000000004 35.600000000000009 59.500000000000007 12.500000000000002 220.50000000000003 79.500000000000014 1997.5000000000002 2002.5000000000002 37.750000000000007 27.250000000000004 55.500000000000007 1.5000000000000002
decision_type=9 9 9 9 9 10 10 8 8 10 9 9 8 8 9 8 9 10 8 10 10 10 8 10 8 8 10 8 8 10
left_child=8 5 13 21 -5 7 -7 -2 -1 -10 12 20 -6 -3 15 -15 17 18 -16 -17 -12 -4 23 24 -19 -26 27 -9 -28 -14
right_child=1 2 3 4 10 6 -8 26 9 -11 11 -13 29 14 16 19 -18 22 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=1.5407461066345717e-05 0.00073431421013864912 -0.00034903281807068253 2.986264755051593e-06 3.4106773368236531e-05 -0.00028181584304036276 -0.00027592518349706552 0.00037324948149425552 1.23121180924457e-05 -7.7315028174638201e-05 -0.00033790769349245408 3.5353749692390583e-05 -1.728770412100289e-05 -0.00025459372103924237 0.0013319811241162684 -0.00018614436480174134 -1.5327993161804442e-05 -0.00018537135562070263 -0.00028760394941265591 3.3741941258824681e-06 4.4790091330710881e-05 -3.3823635382788095e-05 0.00052686236904577301 4.4153991984217102e-05 -0.00032571658207125153 0.00097783374859844235 -1.7389065595416752e-05 -3.8523017607161596e-06 0.0016127249743749417 0.0017786304831222922 -2.604537961200748e-05
leaf_weight=49 37 48 51 199 37 34 28 36 82 117 149 218 55 41 64 156 105 29 46 83 33 65 73 56 29 442 120 35 30 378
leaf_count=49 37 48 51 199 37 34 28 36 82 117 149 218 55 41 64 156 105 29 46 83 33 65 73 56 29 442 120 35 30 378
internal_value=-0.000772386 -0.000379464 -0.000751689 0.000250836 -0.000277778 0.00229607 -0.00253968 0.00355212 -0.00478764 -0.0063 -0.000953462 0.000583942 -0.00224532 -0.00175824 -0.00152889 0.000687285 -0.00224561 -0.00162667 -0.00540541 -0.000416667 0.00290155 0.00472441 -0.000984127 -0.00150808 -0.000878244 -0.000466102 0.00243243 0.00583333 0.000794702 -0.00170507
internal_weight=2925 2677 2357 1185 1069 320 62 258 248 199 870 400 470 1172 1124 280 844 739 110 239 182 116 629 556 500 471 221 71 150 433
internal_count=2925 2677 2357 1185 1069 320 62 258 248 199 870 400 470 1172 1124 280 844 739 110 239 182 116 629 556 500 471 221 71 150 433
cat_boundaries=0 17 34 36 59 69 70 71 89 90
cat_threshold=16384 128 262144 2621440 0 134225984 0 272629760 0 0 32 0 0 0 67108864 0 144 268435459 16 67108864 8704 524288 2 0 8192 0 134225936 8192 0 144 268435456 0 0 1073741824 67265538 34 0 0 0 0 0 0 0 0 0 0 0 133124 0 512 0 0 0 0 0 0 0 0 4194304 0 1 0 0 0 0 131072 0 33554432 32 35136 12 131072 0 1610612736 4 32 0 0 131072 65536 0 0 0 0 0 0 0 4096 128 288
is_linear=0
shrinkage=0.04


Tree=381
num_leaves=31
num_cat=10
split_feature=11 13 12 1 3 17 2 12 2 12 3 2 0 2 3 0 0 2 2 11 2 2 15 12 8 0 2 2 0 2
split_gain=2.14752 1.46193 1.79723 1.78798 1.40391 1.18263 1.59501 2.46707 2.17448 1.84766 1.38369 1.15958 1.14379 1.06296 0.98318 0.942181 2.13783 1.07392 1.71815 0.912606 0.901806 0.890232 0.716017 0.898846 0.695552 0.79873 0.683763 0.678275 0.66535 0.638861
threshold=0 1 2 4.5000000000000009 2018.5000000000002 3 41.500000000000007 4 33.500000000000007 5 2000.5000000000002 10.500000000000002 35.600000000000009 155.00000000000003 2006.5000000000002 38.57500000000001 18.500000000000004 28.500000000000004 108.50000000000001 6 61.500000000000007 86.500000000000014 7 8 9 9.5000000000000018 99.000000000000014 4.5000000000000009 29.500000000000004 2.5000000000000004
decision_type=9 9 9 8 10 9 10 9 10 9 8 10 10 10 10 10 10 8 10 9 10 10 9 9 9 10 10 8 10 10
left_child=15 2 4 -3 13 20 8 -8 9 -7 -11 14 26 22 27 16 -1 -17 -19 21 -5 24 23 -2 25 -4 -9 29 -24 -12
right_child=1 3 19 5 -6 6 7 12 -10 10 11 -13 -14 -15 -16 17 -18 18 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.0744059245837434e-05 -6.9001346659192112e-06 -0.00037078355381694908 -0.00014839570497038324 6.6540560318628655e-06 0.0011441789372133827 7.3401659157354971e-05 -2.1493111833663646e-05 0.00010066693113408576 -5.2154710118443861e-05 -0.00020513517199717058 4.2056943431845186e-07 3.0863546095361015e-05 0.0011948878902173022 -0.00019264314439688236 -3.4694915638908698e-05 1.2750700950192595e-05 -8.7081439757668026e-05 -0.0012746208637531709 2.9751371081800928e-05 -1.4810177418382864e-05 -0.00013064606396113733 -0.00011299591709903468 -3.8666936667439702e-05 4.5927944974977211e-05 -0.00011059616647244752 -1.0700118000528391e-06 -2.6420876234745096e-05 1.1735361213425223e-05 9.6599353953763514e-06 -0.00049001827269123054
leaf_weight=41 122 35 41 63 29 113 103 29 47 26 30 263 83 39 33 51 63 26 29 263 85 44 123 156 353 193 26 238 168 31
leaf_count=41 122 35 41 63 29 113 103 29 47 26 30 263 83 39 33 51 63 26 29 263 85 44 123 156 353 193 26 238 168 31
internal_value=-0.000909399 -0.000597015 -0.00141375 0.000444079 0.000216049 0.000717336 0.00120039 0.00404959 0.000332481 0.000870748 -3.16456e-05 0.000369128 0.00724832 -0.000197044 -0.0012012 -0.00470588 -0.00761905 -0.00224299 -0.00607143 -0.00256354 -0.00251572 -0.00339564 0.000245614 0.0016609 -0.00302721 -0.00114286 0.00321429 -0.000466667 -0.00112583 -0.00419355
internal_weight=2946 2736 1531 1205 637 1170 1022 241 781 734 621 595 138 608 332 210 104 106 55 894 148 631 569 278 587 234 55 299 291 61
internal_count=2946 2736 1531 1205 637 1170 1022 241 781 734 621 595 138 608 332 210 104 106 55 894 148 631 569 278 587 234 55 299 291 61
cat_boundaries=0 3 4 6 7 8 10 11 12 14 37
cat_threshold=16386 2148139040 2048 10 83936320 32 6 50466 1180928 2 36 75497472 16793600 32 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4096 0 128 0 16777216
is_linear=0
shrinkage=0.04


Tree=382
num_leaves=31
num_cat=12
split_feature=8 2 12 3 8 0 3 2 2 5 10 0 14 0 13 4 1 0 2 12 2 0 12 0 2 9 17 3 6 12
split_gain=1.89685 2.07076 1.88544 1.71716 1.66705 1.32207 1.27248 1.01674 1.17812 1.06239 0.901907 1.31128 1.2433 1.11095 0.86339 1.62392 0.990101 0.861293 1.24441 0.761161 0.82858 0.96952 0.732855 1.04476 0.995846 0.668912 0.772052 1.08998 0.92504 0.921344
threshold=0 75.500000000000014 1 2021.5000000000002 2 26.500000000000004 2004.5000000000002 12.500000000000002 8.5000000000000018 1.0000000180025095e-35 3 35.850000000000009 4 44.07500000000001 5 152.50000000000003 6.5000000000000009 42.710000000000008 114.50000000000001 6 25.500000000000004 35.600000000000009 7 31.500000000000004 147.50000000000003 8 9 1992.5000000000002 10 11
decision_type=9 10 9 8 9 10 10 10 8 10 9 10 9 10 9 10 8 10 10 9 8 10 9 10 10 9 9 10 9 9
left_child=2 4 3 -1 7 -4 17 8 -2 -9 12 -12 25 19 22 16 -16 18 -7 20 -14 -22 23 -3 -25 26 27 -6 29 -28
right_child=1 14 5 -5 10 6 -8 9 -10 -11 11 -13 13 -15 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-9.4003297062315028e-05 0.00022150902227767943 -8.6798899489082262e-05 -0.00011628588019632958 1.1388074036098317e-05 -1.8730938984745649e-05 -2.9292683263619779e-05 2.369218193280176e-05 0.00020258199394383782 -4.1881867883049038e-05 1.9132915919541914e-05 0.0021643369953122261 3.168951345106308e-05 0.00027390768059909476 2.7849749204129637e-05 0.00047986007102650773 -0.00053664658684034802 -0.00017572945776478833 -0.00024604832065232784 -0.00020930368605021955 -0.00020888210688912778 -0.00026136583893567435 4.5084676082254305e-05 -0.00012487397131867085 7.1246014042287693e-05 -4.5623526194589203e-05 3.8055158539691548e-05 1.0401224822942368e-06 -0.00066329937845864605 4.092669360510115e-05 -3.8190871196057683e-05
leaf_weight=40 74 35 57 208 68 131 43 59 91 53 27 94 31 62 66 47 25 36 29 150 39 31 142 43 33 379 281 46 256 242
leaf_count=40 74 35 57 208 68 131 43 59 91 53 27 94 31 62 66 47 25 36 29 150 39 31 142 43 33 379 281 46 256 242
internal_value=-0.000849606 -0.000352201 -0.00295495 -0.00030888 0.000171371 -0.00508143 -0.00391667 0.00298611 0.00108434 0.0060177 -0.000302854 0.00287879 -0.00056391 -0.00277778 -0.0030102 -0.000268456 0.00282609 -0.00527919 -0.00397516 -0.00404762 -0.000892857 -0.00338028 -0.00431818 -0.00147541 0.00103896 0 -0.000597345 -0.00352 -0.000126582 -0.00108614
internal_weight=2918 2374 544 248 1983 296 239 277 165 112 1706 121 1585 313 391 138 91 196 160 251 101 70 253 111 76 1272 893 114 779 523
internal_count=2918 2374 544 248 1983 296 239 277 165 112 1706 121 1585 313 391 138 91 196 160 251 101 70 253 111 76 1272 893 114 779 523
cat_boundaries=0 29 31 58 59 60 61 63 64 66 67 68 69
cat_threshold=1073741840 2058 0 0 2147549184 1 0 0 1 0 0 133120 2112 0 0 0 0 0 33554432 0 128 0 4194304 8 0 16384 64 0 524288 1133824 32 268435456 0 0 0 0 0 262144 0 0 32768 0 4 0 0 0 4096 0 0 0 0 0 0 0 0 0 32768 4 257 8321 6 1089824 32 92162 1 18576 10 28 240674
is_linear=0
shrinkage=0.04


Tree=383
num_leaves=31
num_cat=14
split_feature=7 0 8 0 12 6 11 3 7 7 0 6 9 12 11 18 3 1 3 6 1 1 3 0 1 3 0 0 3 11
split_gain=2.5678 2.40791 1.80147 1.60118 1.61774 1.13626 0.922317 0.866033 0.862227 0.808792 0.810021 1.13787 0.767904 0.99478 0.709301 0.707981 0.520083 0.824431 0.783282 0.9413 0.50996 0.434886 0.574235 0.422819 0.374529 0.470668 0.36671 0.942063 0.356721 0.35632
threshold=0 23.500000000000004 1 47.750000000000007 2 3 4 2019.5000000000002 5 6 40.675000000000004 7 8 9 10 11 2018.5000000000002 5.5000000000000009 2004.5000000000002 12 5.5000000000000009 4.5000000000000009 1998.5000000000002 15.500000000000002 5.5000000000000009 2003.5000000000002 35.850000000000009 29.500000000000004 1996.5000000000002 13
decision_type=9 10 9 10 9 9 9 8 9 9 8 9 9 9 9 9 10 8 8 9 10 10 10 10 8 10 10 10 10 9
left_child=1 -1 20 4 5 7 -6 -4 -7 -8 11 24 -13 26 16 -9 17 18 -15 23 -2 -3 -23 -20 25 -11 27 -14 -16 -10
right_child=2 21 3 -5 6 8 9 15 29 10 -12 12 13 14 28 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00040551198995199657 0.00015994146418503165 -7.1729713203367855e-05 3.3988262114732494e-05 1.0095399972698261e-05 -0.0001481435097851147 -4.0504639161724751e-05 5.1645430537732294e-05 -0.00026004114554343258 -1.0447847718708658e-06 0.0011099388835372538 -5.7888388274562884e-05 -8.9841700358270777e-05 -1.3458702015078927e-05 0.00043837686127254474 6.1967648096548092e-05 -0.00030723704266971908 0.00058360317050986765 -7.1676236255271419e-05 -3.0083241920664249e-06 -0.00012380475065654651 -0.00010669690416868604 -0.00020093153860820223 -0.00015878250891169899 1.4077113939912067e-05 -0.00029742044875419538 -0.00022917531693600779 -1.9267220916141527e-05 -0.00071496835197084609 -1.826949568066283e-05 4.2809268783798871e-05
leaf_weight=34 208 27 28 125 118 127 103 44 116 90 121 140 114 43 168 38 38 99 170 176 27 117 37 74 47 32 74 26 32 379
leaf_count=34 208 27 28 125 118 127 103 44 116 90 121 140 114 43 168 38 38 99 170 176 27 117 37 74 47 32 74 26 32 379
internal_value=-0.000766902 -0.00486726 -0.000426301 -0.000742203 -0.000975813 0.000592194 -0.00165871 -0.00297521 0.00126382 -0.00137356 -0.00162199 -0.00134441 -0.00178541 -0.00136585 -0.000690506 -0.0053012 -0.0013748 -0.00170515 -0.000991379 -0.00152019 0.00284553 -0.00692308 -0.00774194 0.000156863 0.00166667 0.00292683 -0.00373333 -0.00510638 0.00132701 0.00201581
internal_weight=2972 215 2757 2522 2397 732 1665 110 622 1547 1444 1323 1154 1014 800 82 600 562 463 420 235 181 154 244 169 122 214 140 200 495
internal_count=2972 215 2757 2522 2397 732 1665 110 622 1547 1444 1323 1154 1014 800 82 600 562 463 420 235 181 154 244 169 122 214 140 200 495
cat_boundaries=0 18 48 49 50 52 61 75 76 78 80 83 84 85 88
cat_threshold=131072 144 1107304448 0 0 64 0 0 0 0 32 0 0 0 0 32 1073741824 256 0 4 0 134217728 2147483648 0 0 0 0 32768 0 0 8192 1049600 0 4096 0 0 0 0 0 0 0 0 0 268435456 4 0 0 8192 1081696 128 16384 1049600 0 0 0 0 0 0 131072 0 65536 1 0 0 10240 32 0 0 536870912 0 0 32768 0 0 268435456 192 257 8196 67126272 2 36 0 524288 4 24 32 0 524288
is_linear=0
shrinkage=0.04


Tree=384
num_leaves=31
num_cat=14
split_feature=8 7 5 7 12 0 1 12 3 11 8 3 5 9 12 3 11 12 0 1 6 1 12 1 9 3 3 0 0 0
split_gain=2.12782 2.22897 1.9474 1.69575 1.34283 1.63142 1.30893 1.28576 0.953456 0.867479 0.958357 0.839811 0.831317 0.797856 0.827924 0.775805 0.775584 0.668418 0.637679 0.610832 0.595449 0.459516 0.413337 1.28915 0.974201 0.817581 0.505742 0.386155 0.369529 0.363173
threshold=0 1 3.5000000000000004 2 3 40.250000000000007 5.5000000000000009 4 2009.5000000000002 5 6 1983.0000000000002 2.5000000000000004 7 8 1999.5000000000002 9 10 14.500000000000002 5.5000000000000009 11 5.5000000000000009 12 5.5000000000000009 13 2021.5000000000002 2002.5000000000002 35.850000000000009 35.600000000000009 40.675000000000004
decision_type=9 9 8 9 9 10 8 9 10 9 9 10 10 9 9 8 9 9 10 8 9 8 9 10 9 8 10 10 10 10
left_child=2 8 -1 -3 5 6 16 -4 20 10 11 -6 15 21 18 -12 -5 27 -15 -7 -2 -11 24 29 25 -17 -26 -18 -9 -24
right_child=1 3 7 4 9 19 -8 28 -10 13 12 -13 -14 14 -16 22 17 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00061393858522524887 -8.4849609997661453e-07 7.0256063264615416e-05 2.8931771970519547e-06 -7.7695443342662428e-06 -1.6451314008421037e-05 4.5081707811185366e-05 -4.2301885020918917e-05 -1.9396484732752129e-05 -0.00026627132957816711 2.6025783663072845e-05 -0.00010633324649571563 -0.00018540841861387493 -0.00014674713816141606 -0.00014069587516072347 -1.2575069555182951e-05 3.7023599152803402e-05 -1.9507362188022627e-05 0.00020551654964460654 -2.5269777054113263e-05 0.001646821501874065 -0.00014767959521037711 -4.0151971913005015e-05 4.7324953205496457e-05 -4.9400762448605921e-05 0.00083039139609823568 -7.5494950179262331e-05 -2.622236234728348e-06 0.00024434332566791283 -0.00019289427706389972 3.6933816169124615e-05
leaf_weight=54 101 114 127 169 81 36 192 28 30 75 50 25 29 26 313 60 79 186 230 32 199 45 168 50 83 163 39 28 105 25
leaf_count=54 101 114 127 169 81 36 192 28 30 75 50 25 29 26 313 60 79 186 230 32 199 45 168 50 83 163 39 28 105 25
internal_value=-0.000883452 -0.000500189 -0.00393846 -5.19706e-05 -0.000309795 0.00109141 0.00048855 -0.00260536 -0.00351906 -0.00100475 -7.65306e-05 -0.0034188 0.000501475 -0.00202857 -0.00265517 0.000813772 0.00164147 0.00282895 -0.00434457 0.00695652 -0.00292359 0.000916031 0.00122241 0.00244094 0.000280899 -0.00128205 0.00300752 0.000169492 -0.00513889 0.00402062
internal_weight=2942 2628 314 2298 2184 722 654 260 330 1462 773 106 667 689 569 638 462 293 256 68 300 120 588 243 345 223 122 107 133 193
internal_count=2942 2628 314 2298 2184 722 654 260 330 1462 773 106 667 689 569 638 462 293 256 68 300 120 588 243 345 223 122 107 133 193
cat_boundaries=0 29 46 60 62 64 66 96 98 99 100 101 102 103 105
cat_threshold=1073741840 2 0 0 2147483648 0 524288 2147483648 0 0 0 33554432 10304 0 0 0 0 0 0 8192 2147483648 0 0 0 0 1073758208 0 0 524288 0 128 570433536 526336 0 134217728 0 268435456 0 0 0 384 0 0 0 32 1073745936 0 268435457 0 8192 0 0 0 8192 33554432 16 8192 0 0 268435456 1051968 32 1187874 32 49156 1024 0 0 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 4096 2048 128 0 4194304 0 0 0 64 0 0 4096 0 20484 67174434 16388 1051648 384 16932866 0 6148
is_linear=0
shrinkage=0.04


Tree=385
num_leaves=31
num_cat=14
split_feature=7 2 12 15 5 9 12 8 2 6 13 6 3 14 2 18 2 8 4 2 2 4 9 3 3 12 2 2 2 2
split_gain=2.19689 1.39609 2.71782 2.24233 1.56632 1.51105 1.46483 1.4423 1.28873 1.27215 0.955263 1.02012 0.87409 0.957137 1.25677 0.996543 0.948013 0.857988 0.838953 0.902202 0.7637 0.739184 0.70398 1.04581 1.03071 0.688534 0.781967 0.668267 0.770907 0.647322
threshold=0 58.500000000000007 1 2 3.5000000000000004 3 4 5 398.00000000000006 6 7 8 2009.5000000000002 9 30.500000000000004 10 42.500000000000007 11 9530980000.0000019 10.500000000000002 24.500000000000004 520.00000000000011 12 1962.0000000000002 2011.5000000000002 13 108.50000000000001 17.500000000000004 5.5000000000000009 79.500000000000014
decision_type=9 8 9 9 8 9 9 9 8 9 9 9 8 9 8 9 8 9 8 10 10 10 9 10 8 9 10 10 10 8
left_child=12 2 3 10 -3 8 -7 18 -6 -8 11 -2 -1 16 -15 -16 -14 27 -4 -20 -12 22 23 -19 -24 26 -11 28 -9 -27
right_child=1 4 7 -5 5 6 9 17 -10 25 20 -13 13 14 15 -17 -18 21 19 -21 -22 -23 24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00030194705801882548 -0.00025482959815487761 -0.00014773607178405256 0.0015835405961823312 0.00013327374171897332 -4.6429755332155762e-06 -0.00015002299395337816 -8.048082769914089e-05 -2.6399328691120162e-05 0.0022888017398465621 -8.2195819459656146e-05 7.6313297560588473e-05 2.3213773305030826e-06 1.0385686227820656e-05 -9.2241685460336956e-05 0.0014033700766532321 4.068685602717892e-05 -0.0001443128633500379 -7.5178697424860272e-05 -3.5814243436966819e-05 3.2284507998419085e-05 -4.1310787621995364e-06 0.00011966331402742725 1.3620853118112565e-05 -0.0014769718767741935 -3.0640683532610068e-05 7.5288256812946493e-05 0.00010370019947444575 -1.6576638012040235e-05 -0.00063840689193973789 1.2665652609555877e-06
leaf_weight=48 112 63 36 208 63 128 162 30 41 108 106 171 112 50 43 39 49 105 30 62 73 60 96 44 621 40 35 41 49 166
leaf_count=48 112 63 36 208 63 128 162 30 41 108 106 171 112 50 43 39 49 105 30 62 73 60 96 44 621 40 35 41 49 166
internal_value=-0.000648396 -0.0010372 -0.000433604 0.0015859 -0.00242875 -0.0019086 -0.00261538 -0.0015865 0.00243478 -0.00157088 0 -0.00142857 0.00232955 0.00156463 0.00391608 0.00722892 -0.000581395 -0.00208136 0.00230216 0.000430108 0.00221053 -0.0016222 -0.00193772 -0.004375 -0.00134615 -0.000166667 -0.00220779 -0.00519084 -0.00775 0.00129032
internal_weight=2991 2650 1844 670 806 743 639 1174 104 511 462 283 341 293 132 82 161 1046 128 92 179 926 866 149 717 349 143 120 79 206
internal_count=2991 2650 1844 670 806 743 639 1174 104 511 462 283 341 293 132 82 161 1046 128 92 179 926 866 149 717 349 143 120 79 206
cat_boundaries=0 18 20 21 23 24 50 51 52 53 54 55 78 80 82
cat_threshold=268435456 1 68157440 532992 0 2 0 268443648 33554432 16 32768 0 0 268435456 0 0 4096 128 1245536 2 2214592512 0 20528 67109216 16 8 0 0 0 1 0 0 0 0 0 0 0 512 0 0 0 0 0 0 256 0 0 0 0 16384 400 2 326 8193 4 0 0 0 0 0 0 0 0 0 0 0 131076 0 0 0 0 0 0 0 0 128 0 4194304 1 16512 1245184 32
is_linear=0
shrinkage=0.04


Tree=386
num_leaves=31
num_cat=13
split_feature=7 4 8 2 9 1 12 9 6 2 2 6 15 12 12 12 3 2 12 12 2 2 2 1 4 2 2 2 2 2
split_gain=2.80461 2.12888 1.72625 1.27573 1.35244 1.56466 1.37569 1.23436 1.89341 2.21291 1.25106 1.34641 1.6718 1.84074 1.27417 1.1404 1.70928 1.2755 1.13228 1.05573 1.03257 1.07929 0.982198 0.944058 0.921888 0.837107 1.08115 0.813675 1.14312 0.764308
threshold=0 26121510000.000004 1 482.50000000000006 2 1.5000000000000002 3 4 5 59.500000000000007 70.500000000000014 6 7 8 9 10 2011.5000000000002 81.500000000000014 11 12 8.5000000000000018 20.500000000000004 11.500000000000002 3.5000000000000004 29000.000000000004 10.500000000000002 16.500000000000004 45.500000000000007 37.500000000000007 1.0000000180025095e-35
decision_type=9 8 9 10 9 10 9 9 9 10 10 9 9 9 9 9 8 10 9 9 8 10 10 10 8 8 10 10 10 10
left_child=1 22 3 4 -2 -6 -7 8 -4 -10 11 14 13 20 -9 16 -12 -17 23 -14 -13 -22 -1 -3 -21 -8 -27 28 -16 -26
right_child=2 18 7 -5 5 6 25 10 9 -11 15 12 19 -15 27 17 -18 -19 -20 24 21 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-2.7106947408412909e-05 0.00021820416223206963 0.00088175908279531257 -0.00011701399742563013 0.0012961231558058729 -0.0011754899431045374 0.00025149519560219602 -0.00017724770292460335 -4.3497178853684203e-05 -7.4133033161842836e-05 0.00056884906281400309 -0.00023914097547873326 -0.00033920620273136137 5.3287396534749121e-05 4.978250085976299e-06 5.2685365644009605e-05 -7.8907986681286962e-05 0.00021224708698809993 -0.00012752021466297948 -0.00022246342358197779 -0.00010276378731951752 3.0052452066797743e-06 -7.6173141704245496e-05 -0.00059456873875575412 -1.7960131726724171e-05 -0.00015004198252171363 8.1053403167246073e-05 -3.4857513314143776e-05 0.001186344953828069 -0.00027465001069256091 1.018285036415989e-05
leaf_weight=30 113 31 125 29 41 104 43 109 125 38 31 91 100 250 427 38 69 132 196 37 119 149 49 73 25 31 104 35 26 171
leaf_count=30 113 31 125 29 41 104 43 109 125 38 31 91 100 250 427 38 69 132 196 37 119 149 49 73 25 31 104 35 26 171
internal_value=-0.000686608 -0.00384615 -0.000202099 0.00197479 0.00146453 5.98802e-05 0.00113074 -0.0006926 -0.00307692 -0.000114943 -0.000296703 0.000142857 -0.000797482 -0.00203226 0.00161184 -0.00280443 0.000720721 -0.00464088 -0.00239203 0.00145349 -0.00383784 -0.00267658 -0.00975 0.00104348 -8.19672e-05 -0.0010582 0.000441176 0.00248497 0.00207048 0.00101523
internal_weight=2941 379 2562 465 436 323 282 2097 288 163 1809 1539 942 609 597 270 100 170 300 333 359 268 79 104 233 178 135 488 453 196
internal_count=2941 379 2562 465 436 323 282 2097 288 163 1809 1539 942 609 597 270 100 170 300 333 359 268 79 104 233 178 135 488 453 196
cat_boundaries=0 18 48 50 51 53 54 55 56 58 60 61 63 65
cat_threshold=147456 0 33554432 2097152 0 64 0 268435456 2048 0 32 2097280 144 268435456 67108864 0 1073741840 384 1073741824 1048588 0 0 0 0 0 0 0 32768 0 4 0 1049088 0 0 0 0 0 0 128 0 4194304 0 0 16384 0 0 524288 8192 0 20484 1098080 257 24576 88 210 203423744 67224834 32 18720 32 1073410 16785440 32 164096 32
is_linear=0
shrinkage=0.04


Tree=387
num_leaves=31
num_cat=8
split_feature=7 4 0 8 3 7 0 0 9 4 11 2 6 2 7 0 12 2 2 2 3 2 0 2 2 2 2 2 4 2
split_gain=3.58862 2.4053 1.75843 1.35742 1.51826 1.18578 1.14794 1.01341 1.09119 1.62319 1.169 1.2305 1.04879 0.965035 1.5223 0.940809 0.904109 1.42396 0.887574 0.851127 1.37062 1.35875 1.22392 0.979003 0.844038 1.00413 0.788383 0.75305 0.742288 0.73672
threshold=0 775.00000000000011 15.500000000000002 1 1971.5000000000002 2 37.750000000000007 55.500000000000007 3 6186315000.000001 4 39.500000000000007 5 25.500000000000004 6 38.57500000000001 7 1.5000000000000002 352.00000000000006 39.500000000000007 2000.5000000000002 25.500000000000004 40.250000000000007 61.500000000000007 478.50000000000006 106.50000000000001 11.500000000000002 75.500000000000014 8400.0000000000018 25.500000000000004
decision_type=9 8 10 9 10 9 10 8 9 10 9 10 9 8 9 10 9 8 10 10 10 10 10 10 10 8 10 10 10 10
left_child=1 -1 -3 4 6 -5 -2 8 12 10 11 26 -7 -4 24 -14 17 -12 28 21 23 22 -19 -21 25 -15 -10 -25 -18 -17
right_child=3 2 13 5 -6 7 -8 -9 9 -11 16 -13 15 14 -16 29 18 19 -20 20 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00073453112938132398 -3.2267147910403084e-05 4.6151089978820895e-05 -1.890517671583325e-05 9.318323160474762e-05 -6.5503914541018558e-05 0.00050210167491012922 0.00034578987005197349 -4.4591954895381036e-05 -4.1757291699511259e-05 -0.00030551815271238073 0.0001481436598793806 2.7038548461995049e-05 2.1944838532625967e-05 -6.1859008321398792e-05 -0.00016392746303452553 -0.00022575633799242213 -6.0240539237099715e-06 1.9419338930859454e-05 0.0012455209475030671 -0.00027663300309647808 7.511858131319827e-05 0.00011852959837874266 -0.0001452772773277289 0.00014141488656051139 -0.00033597411232054951 0.00020747220603695382 -0.00016020901957574551 -1.5177120475371453e-05 -0.00035522259218261353 0.00013013722922309513
leaf_weight=30 44 81 174 208 52 116 33 31 25 25 32 44 28 42 155 86 945 266 25 67 28 67 30 28 26 45 35 59 47 45
leaf_count=30 44 81 174 208 52 116 33 31 25 25 32 44 28 42 155 86 945 266 25 67 28 67 30 28 26 45 35 59 47 45
internal_value=-0.000431507 -0.00329787 -0.00270992 0.000252419 -0.00357143 0.000489324 -0.00025641 0.000186275 0.00030015 -8.07382e-05 7.06298e-05 -0.00382609 0.00258741 -0.00370203 -0.00520446 0.000352941 0.00034891 0.00159864 -0.00036965 0.00113553 -0.0010929 0.00225275 0.00107744 -0.00258065 -0.00112903 0.000681818 -0.00786885 0.000227273 -0.000563948 -0.00106061
internal_weight=2919 553 523 2366 129 2237 77 2029 1998 1723 1698 104 275 442 268 159 1594 577 1017 545 182 363 296 154 113 87 60 87 992 131
internal_count=2919 553 523 2366 129 2237 77 2029 1998 1723 1698 104 275 442 268 159 1594 577 1017 545 182 363 296 154 113 87 60 87 992 131
cat_boundaries=0 18 45 55 57 59 60 77 79
cat_threshold=131072 144 1174405120 4 34 8256 0 805306368 0 8192 8224 0 16 268435456 0 0 144 384 0 8 0 0 0 0 0 0 1 0 0 0 64 0 268435456 0 0 0 0 0 0 0 4194304 0 0 32768 64 268435458 1 8192 8192 0 134217728 33554432 8192 2048 16 1073741824 8324 2147516416 2147484160 136 0 128 0 4 2 0 0 0 0 0 0 0 0 268435456 0 0 16 17908736 32
is_linear=0
shrinkage=0.04


Tree=388
num_leaves=31
num_cat=9
split_feature=7 8 7 4 2 2 3 3 2 2 12 12 7 7 2 0 2 15 2 2 2 4 0 13 2 1 0 0 2 2
split_gain=2.77328 2.3379 1.45772 1.28095 1.06241 1.08586 1.04341 1.10828 1.01315 0.987357 2.89284 1.95384 1.20764 1.1129 0.9775 0.970897 0.865338 0.802289 0.930281 0.776418 0.776576 0.774795 0.977466 0.746284 0.687097 0.620938 0.584135 0.653333 0.564992 0.84624
threshold=0 1 2 722615000.00000012 50.500000000000007 104.50000000000001 2017.5000000000002 2000.5000000000002 18.500000000000004 75.500000000000014 3 4 5 6 90.500000000000014 42.960000000000008 5.5000000000000009 7 84.500000000000014 94.500000000000014 416.00000000000006 141.00000000000003 44.07500000000001 8 262.50000000000006 4.5000000000000009 29.500000000000004 37.750000000000007 70.500000000000014 19.500000000000004
decision_type=9 9 9 10 8 10 10 10 10 8 9 9 9 9 8 8 10 9 10 10 10 10 10 9 10 10 10 10 8 10
left_child=3 4 28 8 6 -6 7 23 16 11 14 13 -13 -4 -11 24 -1 18 -12 -19 -21 22 25 -2 26 -15 -16 -28 29 -3
right_child=1 2 9 -5 5 -7 -8 -9 -10 10 17 12 -14 21 15 -17 -18 19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00023352862399487863 7.7312748605251611e-06 1.2807759897661696e-05 1.4461879776987985e-05 -0.00038484507228140783 -3.097646199400117e-05 6.1203883264759892e-05 -3.2689484645302966e-05 0.00063785638816895587 -0.00017495888835277639 -0.00019625965622722675 -9.75770135115539e-05 1.9272632676781144e-05 -3.8782015101581636e-05 -0.00010133838148931319 -5.6997312151452205e-05 -0.00024224416208060262 0.00017908156620691785 0.00025805741746989244 0.0001565900476157367 -0.00017905528893123802 4.1021472247848576e-06 -0.001073564741448294 0.00013713190409767151 5.0037769167410322e-05 -0.00016879199227908261 3.7015632641157483e-06 7.3217668667453493e-05 -0.00057451331846976924 -5.8111252484565061e-05 0.00038175503340568187
leaf_weight=60 138 100 157 33 90 64 25 27 73 44 31 130 956 37 25 26 35 92 85 54 31 29 27 100 43 229 29 49 34 82
leaf_count=60 138 100 157 33 90 64 25 27 73 44 31 130 956 37 25 26 35 92 85 54 31 29 27 100 43 229 29 49 34 82
internal_value=-0.000592643 -0.000247723 -0.000764885 -0.005 0.00237363 -0.000258065 0.0038488 0.00458647 -0.00378698 -0.00109353 -0.00262745 -0.000600255 -0.00153145 0.0015102 -0.00599119 -0.00485549 -0.00104167 6.57895e-05 0.00251969 -0.00159574 -0.0044186 0.00012012 0.000748299 0.00368201 -0.00353741 0 -0.00173077 0 0.00229075 0.00327869
internal_weight=2935 2734 2290 201 444 154 290 265 168 2074 509 1565 1086 479 216 172 95 293 116 177 85 322 293 238 146 266 103 78 216 182
internal_count=2935 2734 2290 201 444 154 290 265 168 2074 509 1565 1086 479 216 172 95 293 116 177 85 322 293 238 146 266 103 78 216 182
cat_boundaries=0 18 47 63 64 65 74 91 92 93
cat_threshold=1 32 0 2048 0 64 0 0 0 536870912 32 0 16 268435456 67108864 0 1073741952 384 0 0 0 134217728 2147491840 0 262144 0 1 32768 0 0 0 1049088 268435456 0 0 0 33558528 2048 0 0 4194304 0 0 268435456 4 0 524288 131072 17 1073741824 2105344 0 134217728 0 536879104 33554432 32 0 0 0 0 0 32 1262944 1261600 0 128 67108864 4 0 0 0 0 65536 0 0 0 0 0 0 131072 131072 0 0 0 0 0 0 0 0 4096 201326592 10
is_linear=0
shrinkage=0.04


Tree=389
num_leaves=31
num_cat=11
split_feature=7 8 12 12 7 3 6 11 2 0 2 2 8 7 12 3 0 0 2 1 1 2 0 12 3 2 0 3 2 2
split_gain=2.75727 2.66129 1.9705 1.6972 1.59803 1.35558 1.28411 2.68993 1.11083 0.994737 0.955261 1.14225 0.908932 1.03184 0.968727 2.00709 0.861909 0.806785 0.800217 1.62504 0.798856 1.3835 0.997167 0.964625 1.36435 0.787606 0.853215 0.78311 1.05168 0.776869
threshold=0 1 2 3 4 2013.5000000000002 5 6 1472.5000000000002 10.500000000000002 7.5000000000000009 14.500000000000002 7 8 9 2014.5000000000002 39.07500000000001 40.250000000000007 75.500000000000014 5.5000000000000009 5.5000000000000009 145.50000000000003 20.500000000000004 10 1994.5000000000002 4.5000000000000009 22.250000000000004 2007.5000000000002 7.5000000000000009 36.500000000000007
decision_type=9 9 9 9 9 8 9 9 8 10 10 10 9 9 9 10 10 10 8 8 8 10 10 9 10 8 10 8 10 10
left_child=3 16 4 -1 18 -5 7 27 20 -6 -9 -12 25 -14 -15 -16 -2 -13 -3 -20 21 23 29 -8 -25 -11 -27 -4 -29 -22
right_child=1 2 6 5 9 -7 8 10 -10 12 11 17 13 14 15 -17 -18 -19 19 -21 22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=2.6239963471397234e-06 -0.00014189425372563847 5.1908225129153606e-05 1.7415421848951951e-05 -0.00055280644101166846 -0.00011932950547667077 -5.5608644620299685e-05 2.3461888684295218e-05 3.0553685787175769e-05 -0.00065106705089995392 4.7192063594962973e-05 0.00080151130511687543 0.00010651108438167967 -3.5161423823346641e-05 -1.0750793004667969e-05 1.7249768759128869e-05 0.00067408290688604218 -3.284718051570934e-05 -0.0011157065070760554 -0.00012949320967642564 0.00049802459339641557 -3.0144922437465026e-05 0.00070691794456308795 -0.00014538621134704499 -3.0263194362376567e-05 -0.00025087571521620333 4.0484401577600697e-06 5.9174519094256084e-05 7.2947876747733175e-05 -0.00044146365280852253 0.00032408366235927135
leaf_weight=116 86 139 30 25 50 198 106 68 63 25 39 63 106 432 441 31 128 31 39 50 28 32 95 179 28 107 81 28 51 25
leaf_count=116 86 139 30 25 50 198 106 68 63 25 39 63 106 432 441 31 128 31 39 50 28 32 95 179 28 107 81 28 51 25
internal_value=-0.00038343 6.94444e-05 0.000462574 -0.00371429 0.00133598 -0.0057265 -0.00104903 0.000996885 -0.00218695 0.00076324 0.00367925 0.0058209 0.000996732 0.000470127 0.000918033 0.00215321 -0.00408889 0.00336842 0.00435146 0.00155556 -0.00157895 -0.000520231 -0.00402685 -0.00133758 -0.00284404 0.00330357 0.00253968 -0.00383333 -0.00625 0.00037037
internal_weight=2920 2581 2367 339 1501 223 866 310 556 1273 201 133 1223 1010 904 472 214 94 228 89 493 345 148 313 207 213 188 109 79 53
internal_count=2920 2581 2367 339 1501 223 866 310 556 1273 201 133 1223 1010 904 472 214 94 228 89 493 345 148 313 207 213 188 109 79 53
cat_boundaries=0 17 44 46 47 64 65 66 89 97 98 99
cat_threshold=131072 268435472 262144 4 524290 134217792 0 268435456 0 8224 0 256 16 0 67108864 32 128 1073741824 0 0 0 0 0 524288 0 0 0 0 0 8256 1048576 0 0 0 0 33554432 2 128 0 0 8 0 1073741824 64 84000802 32 1091904 0 1 67108864 0 0 0 0 0 33622016 0 8192 128 0 0 0 0 4096 198 4 0 4 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 4096 0 0 4096 0 0 0 16777216 0 128 0 2048 0 0 131072 131072 34 131136
is_linear=0
shrinkage=0.04


Tree=390
num_leaves=31
num_cat=16
split_feature=7 8 7 12 7 4 5 12 0 9 4 17 12 9 12 4 5 5 12 6 0 1 1 4 12 1 12 0 1 18
split_gain=2.80716 1.80507 1.73447 1.55248 1.15851 1.06636 1.03624 1.01352 0.990191 0.922415 1.70811 1.18848 1.32842 1.16961 1.17208 0.836052 0.817604 0.728364 0.71974 0.82457 0.706447 1.18359 0.680514 0.562872 0.512449 0.498044 0.441258 0.411379 0.408996 0.40273
threshold=0 1 2 3 4 101.00000000000001 1.0000000180025095e-35 5 23.500000000000004 6 5965.0000000000009 7 8 9 10 7085990000.000001 1.0000000180025095e-35 1.5000000000000002 11 12 32.500000000000007 5.5000000000000009 5.5000000000000009 10438345000.000002 13 5.5000000000000009 14 39.07500000000001 3.5000000000000004 15
decision_type=9 9 9 9 9 8 10 9 10 9 8 9 9 9 9 8 10 8 9 9 10 8 8 8 9 8 9 10 10 9
left_child=3 4 29 20 23 -4 8 16 -5 10 -7 15 -13 14 -14 -11 -6 -9 27 -20 28 -22 26 -2 -19 -10 -21 -15 -1 -3
right_child=1 2 5 6 7 9 -8 17 25 11 -12 12 13 18 -16 -17 -18 24 19 22 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.2344437521298914e-05 0.00077991888350965161 0.0010803258621956502 0.00011097068931142928 3.4776299132275313e-05 0.00072367923200978624 -0.00010241022219084074 -0.00010392728900256999 -5.2412892488078456e-05 -2.8973710169317713e-05 -0.00028556491530139282 4.4267353544000799e-05 -4.8571095531109166e-05 1.1193304736565324e-05 -7.2130807609482878e-07 -0.00022486027674396781 -3.9805030841932878e-05 3.9635295382645097e-05 0.00034567176427273693 -5.8017920945623307e-05 5.2800225499467504e-05 -5.8987969970445424e-05 -0.00061784284711350777 7.3817453061337797e-05 -4.4916553161087338e-05 4.7398174555013387e-06 0.00010716054927357278 8.7521586440431069e-07 -0.00039953643742656196 -2.5261718228435372e-05 3.0418409511554501e-05
leaf_weight=28 25 29 37 31 73 33 61 28 134 47 157 298 111 71 153 191 28 120 154 125 140 37 109 91 119 61 228 46 86 71
leaf_count=28 25 29 37 31 73 33 61 28 134 47 157 298 111 71 153 191 28 120 154 125 140 37 109 91 119 61 228 46 86 71
internal_value=-0.000588437 3.39703e-05 -0.000534474 -0.00305603 0.00218182 -0.000835686 -0.000872483 0.00327177 0.000352423 -0.000986079 0.00159204 -0.00130829 -0.000811639 -9.92063e-05 -0.00232727 -0.00385542 0.00660714 0.00179856 0.000725806 0.00127592 -0.00509934 -0.00685393 0.00211416 -0.00125984 0.00258333 -0.000714286 0.00129944 -0.00203125 -0.00278261 0.00432432
internal_weight=2922 2344 1860 578 484 1760 287 368 226 1723 190 1533 1295 997 264 238 101 267 733 616 291 177 462 116 239 195 353 117 114 100
internal_count=2922 2344 1860 578 484 1760 287 368 226 1723 190 1533 1295 997 264 238 101 267 733 616 291 177 462 116 239 195 353 117 114 100
cat_boundaries=0 18 47 65 67 81 82 84 85 86 88 89 90 91 93 94 95
cat_threshold=16384 129 538181632 788480 0 8256 0 536870912 65536 134225920 32 448 16 0 67108864 0 1073741952 256 1073741840 2060 4 0 0 0 0 0 0 0 0 2048 8192 512 0 0 0 0 4096 10240 128 0 4194304 0 0 268468224 0 0 524288 0 0 67117056 0 0 0 0 8192 33554432 0 0 0 0 268435456 0 0 0 128 1272064 32 0 0 0 0 34 0 0 131072 0 16 0 0 0 268435456 68224064 0 4112 11 18752 1 16420 68157474 68157472 274 16810272 32 8194 4
is_linear=0
shrinkage=0.04


Tree=391
num_leaves=31
num_cat=4
split_feature=17 2 4 0 11 4 2 0 4 2 4 2 4 2 2 4 2 2 2 2 3 10 2 6 1 2 2 2 2 2
split_gain=1.50619 1.21103 1.51899 1.23893 1.1486 1.38253 1.00854 0.965229 0.810803 1.04173 1.41306 1.05477 0.89764 0.75909 2.03853 0.756187 0.664789 1.40393 1.32362 0.919833 0.87699 0.635945 0.651779 0.623146 1.42842 0.574902 0.549548 0.526627 0.506517 0.495667
threshold=0 64.500000000000014 1050.0000000000002 31.500000000000004 1 5544455000.000001 36.500000000000007 52.740000000000002 86.000000000000014 442.50000000000006 390.00000000000006 7.5000000000000009 2050.0000000000005 21.500000000000004 12.500000000000002 8747595000.0000019 155.00000000000003 131.00000000000003 478.50000000000006 898.00000000000011 2018.5000000000002 2 90.500000000000014 3 5.5000000000000009 50.500000000000007 32.500000000000007 2.5000000000000004 26.500000000000004 1.5000000000000002
decision_type=9 10 10 8 9 8 10 10 10 8 10 10 10 10 8 8 10 10 10 10 8 9 8 9 8 8 10 10 10 8
left_child=1 3 -3 -1 6 8 -2 16 -6 10 -10 -12 -13 14 -14 27 17 21 20 -20 -18 29 28 25 26 -17 -25 -5 -23 -7
right_child=4 2 -4 15 5 7 -8 -9 9 -11 11 12 13 -15 -16 23 18 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=9.4116913058996945e-05 -0.00020434547397094605 -0.00024268924107627044 2.8604570715273782e-06 -0.00014164731758334881 -1.0816636903854259e-05 -0.00018163867090240871 8.5882588041030768e-06 -0.0001496446992605982 0.00032310410558256564 -0.00012112957730622043 -0.00049663477511291637 -4.2922548618804513e-05 4.2403701406996673e-05 0.0008155299178606157 -1.0476472993445896e-05 5.9292418450382913e-05 -2.1141955496091214e-05 0.0035201192752224129 0.00039296160135108947 -8.322963450186904e-05 -0.00032745313007808362 -0.00010493863572765605 -0.0005855799115241922 -0.00080548807080759843 3.913546490949216e-05 -0.0001366543490648553 -2.9836655995936212e-05 -0.00040994713323758706 0.00034605623658535479 4.3001902852779498e-06
leaf_weight=61 57 48 30 43 37 56 46 34 48 27 28 41 26 27 29 79 38 34 37 44 55 106 30 63 53 53 31 52 31 1601
leaf_count=61 57 48 30 43 37 56 46 34 48 27 28 41 26 27 29 79 38 34 37 44 55 106 30 63 53 53 31 52 31 1601
internal_value=-0.00053632 -0.00248092 -0.00708861 -0.00169725 -0.000114613 7.69231e-05 -0.00403509 -0.000270924 0.00280303 0.00370044 0.0047 0.00276316 0.00435484 0.00674699 0.00392857 -0.00256 -0.000157403 6.45508e-05 -0.00251429 0.00121951 -0.00574468 -8.76712e-05 -0.00235955 -0.0015 -0.00316456 0.000559441 -0.00631579 -0.005625 -0.00130435 0.000155875
internal_weight=2945 513 78 435 2432 2329 103 2066 263 226 199 151 123 82 55 374 2032 1858 174 81 93 1824 167 279 147 132 94 95 137 1657
internal_count=2945 513 78 435 2432 2329 103 2066 263 226 199 151 123 82 55 374 2032 1858 174 81 93 1824 167 279 147 132 94 95 137 1657
cat_boundaries=0 1 4 5 6
cat_threshold=50 2147483648 2147680288 4096 288 268
is_linear=0
shrinkage=0.04


Tree=392
num_leaves=31
num_cat=12
split_feature=7 8 7 9 3 2 7 3 0 9 2 6 0 12 14 12 0 0 4 0 6 0 2 3 0 3 3 12 2 2
split_gain=3.66825 2.26414 1.53673 1.65085 1.64187 1.47317 1.25338 1.22651 1.40924 1.06328 1.86118 1.43176 1.15963 1.0142 0.999802 1.50218 0.920882 0.867094 0.859806 0.823178 0.717541 0.714054 0.910413 0.683495 0.663005 0.646444 0.637142 0.562839 2.15807 1.22254
threshold=0 1 2 3 2011.5000000000002 4.5000000000000009 4 2007.5000000000002 48.175000000000004 5 482.50000000000006 6 40.675000000000004 7 8 9 45.425000000000004 23.500000000000004 4.0000000000000009 42.250000000000007 10 23.500000000000004 33.500000000000007 2000.5000000000002 39.07500000000001 2001.5000000000002 2020.5000000000002 11 100.50000000000001 52.500000000000007
decision_type=9 9 9 9 10 8 9 10 10 9 8 9 10 9 9 9 10 10 10 10 9 10 8 8 10 10 10 9 8 10
left_child=21 6 5 4 20 -3 -2 8 9 10 12 -11 -5 18 15 19 27 -9 -13 -7 -4 -1 25 -15 -16 -23 -19 28 -8 -29
right_child=1 2 3 7 -6 14 16 17 -10 11 -12 13 -14 23 24 -17 -18 26 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=4.7268646195419707e-06 9.2608548717976196e-06 4.1146583711224594e-05 -4.2144471960980927e-06 1.9597800582751289e-05 -0.00018527146385636685 2.5070468687786731e-05 -3.9946598793036971e-05 0.0011319514583936297 1.7443136191985788e-05 3.3399170349532884e-05 0.0024756251021204891 -3.6549045329081763e-06 -1.7903926311078069e-05 -0.0003618624150339045 6.7742818500278191e-05 -2.1835767451960919e-05 -6.0509681597480381e-05 6.0850428283885097e-05 -0.00021940789959785435 -0.00026902950787587086 -0.00017676561838534611 1.6002254199172227e-05 0.0023962611504219212 -0.00012285003666981709 4.3161334211134776e-05 0.00033344574681564153 -3.2055555736043573e-05 -6.5927320089542715e-05 9.0352236536617175e-05 -0.00023800961091883011
leaf_weight=37 100 54 104 182 37 195 184 29 45 210 37 255 49 30 55 179 38 99 37 31 111 42 40 339 85 26 28 193 47 56
leaf_count=37 100 54 104 182 37 195 184 29 45 210 37 255 49 30 55 179 38 99 37 31 111 42 40 339 85 26 28 193 47 56
internal_value=-0.000988156 -0.00131206 -0.000699364 -0.00134747 -0.00425856 0.00101639 -0.00343402 -0.0007698 -0.00121519 -0.00149123 0.000716846 -0.0021542 -0.000603448 -0.00306548 0.00040293 -0.000625 -0.0042344 0.00254777 -0.00118812 0.00151899 -0.00305556 0.005 0.00697248 -0.00447368 0.00317881 0.00405797 0.00109375 -0.00382536 -0.00206612 -0.00515385
internal_weight=2954 2809 2191 1592 252 599 618 1340 1184 1139 268 871 231 661 545 405 518 156 292 226 215 145 108 369 140 68 127 480 231 249
internal_count=2954 2809 2191 1592 252 599 618 1340 1184 1139 268 871 231 661 545 405 518 156 292 226 215 145 108 369 140 68 127 480 231 249
cat_boundaries=0 13 43 60 62 69 71 72 74 75 76 77 78
cat_threshold=268435456 1 67108864 8192 0 0 33554432 8192 0 0 32768 0 67108864 16 2048 4 0 65536 1 0 2147483648 0 0 0 0 10304 0 0 4096 0 0 33558528 0 384 0 0 0 0 1073741824 68 0 524288 4096 2 0 1074790400 2052 32 0 0 537001984 33556480 32 8192 0 0 268435456 0 32 4096 257 148 0 0 0 0 0 0 131072 0 12320 84 67210496 32 139264 1286146 450 17883170
is_linear=0
shrinkage=0.04


Tree=393
num_leaves=31
num_cat=9
split_feature=7 8 9 4 4 3 12 12 2 12 2 0 2 11 2 4 0 1 2 2 3 11 0 1 2 12 0 2 2 2
split_gain=3.01653 1.54806 1.51635 2.34745 1.81787 1.31045 1.2466 1.13373 1.63996 1.08139 2.00021 1.01812 1.91309 1.53108 0.965565 0.834542 0.829033 0.786486 0.805735 0.747331 0.77619 0.675763 0.819032 0.796172 1.14325 0.742801 0.836741 0.786809 0.79437 0.669211
threshold=0 1 2 120418.00000000001 2091500000.0000002 2019.5000000000002 3 4 2.5000000000000004 5 17.500000000000004 35.850000000000009 9.5000000000000018 6 50.500000000000007 215.00000000000003 38.20000000000001 5.5000000000000009 17.500000000000004 2.5000000000000004 1995.5000000000002 7 27.250000000000004 4.5000000000000009 12.500000000000002 8 16.750000000000004 73.500000000000014 49.500000000000007 63.500000000000007
decision_type=9 9 9 10 10 8 9 9 10 9 8 8 8 9 8 10 10 8 8 10 10 9 10 10 10 9 10 10 10 10
left_child=9 5 3 7 11 -2 14 -3 -9 10 -1 12 -4 19 -7 21 -12 18 -8 -13 -21 22 25 -23 -25 26 -10 28 -27 -26
right_child=1 2 4 -5 -6 6 17 8 15 -11 16 13 -14 -15 -16 -17 -18 -19 -20 20 -22 23 -24 24 29 27 -28 -29 -30 -31
leaf_value=0.00017762475544571998 -9.1103669024334981e-05 -1.4355685070306378e-05 -0.00025275555802167559 -0.00021063158361393165 0.0019718570546228874 8.5958804258225995e-05 -7.4785696092547477e-05 7.0972993183673335e-05 5.9672369360441732e-07 -0.00015128192693133257 -0.00027469709110491183 -0.00034609281020856034 0.00056998756213523906 -0.00019869340866954133 -6.3424544784638213e-05 0.00011004267241361276 -8.4118205134586784e-06 -5.4376067708545865e-05 3.4189866320133433e-06 0.00021954896836302141 3.0014961800617357e-06 -4.4973017020168984e-05 -3.7969425045787373e-05 0.0013780609487259099 -2.4257327639531925e-05 -6.33942629409745e-06 2.9278341110412499e-05 0.0017230811731671735 -0.00044088396951273977 5.2357111761338614e-05
leaf_weight=27 72 668 27 65 36 83 57 100 71 325 31 29 69 167 36 38 54 59 86 170 85 34 186 46 80 82 35 35 26 41
leaf_count=27 72 668 27 65 36 83 57 100 71 325 31 29 69 167 36 38 54 59 86 170 85 34 186 46 80 82 35 35 26 41
internal_value=-0.000506676 4.00962e-05 0.000475964 -0.000197628 0.00218855 -0.00222772 -0.00118012 0.0001386 0.00117197 -0.00352679 0 0.00164234 0.00536082 0.000840708 0.002 0.000474074 -0.00302326 -0.00300469 -0.00152778 0.00257627 0.00335937 0.000125589 -0.000762332 0.00198113 0.00321429 0.00072 0.00307692 -0.00116883 -0.00293578 0.00114754
internal_weight=2920 2483 2090 1507 583 393 321 1442 774 437 112 547 96 451 119 674 85 202 143 284 255 636 435 201 167 249 106 143 108 121
internal_count=2920 2483 2090 1507 583 393 321 1442 774 437 112 547 96 451 119 674 85 202 143 284 255 636 435 201 167 249 106 143 108 121
cat_boundaries=0 18 48 50 51 53 54 55 57 58
cat_threshold=131074 268435585 536879104 788992 2 134217728 0 0 0 134217776 8224 384 0 0 0 0 0 32896 16 8 4 0 2147483648 0 0 0 0 0 0 2048 64 0 0 4096 0 0 0 8192 384 0 0 0 0 16384 68 0 0 4096 257 14352 17924160 16911458 2 16917600 4 36 2147483648 67223552
is_linear=0
shrinkage=0.04


Tree=394
num_leaves=31
num_cat=8
split_feature=7 14 8 2 7 2 1 2 13 3 0 2 6 2 3 2 2 9 0 0 2 1 1 2 3 3 2 2 2 7
split_gain=2.8042 2.37845 1.61519 1.79253 1.56081 1.35915 1.27493 1.26757 0.984588 1.14767 0.929965 0.92894 1.28426 0.887853 0.851775 0.81023 0.806666 0.779925 1.41277 1.45857 0.903451 0.727077 0.696408 1.39509 0.67875 0.604187 0.640797 0.827903 0.582523 0.570029
threshold=0 1 2 34.500000000000007 3 100.50000000000001 5.5000000000000009 131.00000000000003 4 1999.5000000000002 40.675000000000004 24.500000000000004 5 19.500000000000004 2001.5000000000002 19.500000000000004 24.500000000000004 6 45.425000000000004 18.500000000000004 10.500000000000002 5.5000000000000009 4.5000000000000009 3.5000000000000004 1995.5000000000002 2010.5000000000002 10.500000000000002 17.500000000000004 3.5000000000000004 7
decision_type=9 9 9 10 9 8 10 10 9 8 10 10 9 10 8 10 10 9 8 10 10 10 8 10 10 10 8 8 10 9
left_child=5 22 3 6 13 29 10 -5 9 24 -3 17 14 -4 -13 21 -15 18 19 20 -10 -11 -2 -24 -6 26 28 -28 -19 -1
right_child=1 2 4 7 8 -7 -8 -9 11 15 -12 12 -14 16 -16 -17 -18 25 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=2.924547504729702e-05 -3.6923084903506269e-05 8.3174216505454983e-06 9.0552820047555831e-05 -0.00019219623480552173 -2.7138622108111577e-05 0.0011261744104803741 -0.00023704069143924757 -1.9386697653729356e-05 -1.1298692582464299e-05 -3.6423517720578505e-05 -9.9990892253281062e-05 1.5264079417676158e-06 5.0174443644834813e-06 -3.0457067147295902e-05 -8.2463882908783153e-05 1.6865604980829121e-05 2.3899358925305594e-05 -2.7585667005780579e-07 4.09563603857066e-05 -0.00013090568876769737 4.5048996711045674e-05 0.00011352816167374158 -0.00014280867265156871 -0.00023532528162377276 -0.00020417661440998104 0.0022813887799471642 -0.00087351222615389195 4.5881346280971511e-05 0.00025206637349850069 1.0221504719254427e-06
leaf_weight=122 82 187 112 53 38 39 41 45 40 201 26 25 117 26 273 360 171 25 30 337 28 27 58 54 30 25 43 56 66 181
leaf_count=122 82 187 112 53 38 39 41 45 40 201 26 25 117 26 273 360 171 25 30 337 28 27 58 54 30 25 43 56 66 181
internal_value=-0.000863309 -0.00131426 -0.000952779 -0.00341598 -0.000509554 0.00249292 -0.00172549 -0.00808081 -0.000981524 0.00023988 -0.00046729 -0.00172862 -0.00322115 0.0020625 -0.00453074 0.000814941 0.000505051 -0.000798771 -0.00174888 -0.00241379 0.00289855 -0.00104803 -0.00546341 -0.00778761 -0.00463768 0.00115044 0.000418848 -0.0018 0.00282609 0.00164474
internal_weight=2918 2576 2382 352 2030 342 254 98 1721 656 213 1065 415 309 298 588 197 650 435 405 68 228 194 112 68 215 190 99 91 303
internal_count=2918 2576 2382 352 2030 342 254 98 1721 656 213 1065 415 309 298 588 197 650 435 405 68 228 194 112 68 215 190 99 91 303
cat_boundaries=0 18 19 49 60 61 62 64 81
cat_threshold=1 0 603979776 2097156 524288 0 4194304 805314560 33554432 16 32768 0 0 0 0 0 1073741824 256 131088 16 0 4 134217728 65536 0 0 0 1 0 0 33554436 0 0 0 4096 0 0 4096 0 2147483648 0 4194304 8 0 0 64 0 524288 4096 16386 0 1073741824 0 0 64 131072 0 0 0 8192 12 392 0 18436 0 0 536870912 2097152 0 0 4194304 536870912 33554432 0 0 0 0 0 0 0 1073741824
is_linear=0
shrinkage=0.04


Tree=395
num_leaves=31
num_cat=10
split_feature=11 10 1 2 4 12 11 2 0 1 4 5 3 6 13 12 2 2 2 5 12 15 4 1 3 2 2 1 12 2
split_gain=0.91353 0.923636 1.33841 1.30859 1.22935 0.883352 1.309 1.05036 1.58716 0.965306 1.02556 1.50158 1.42885 0.866584 1.39364 1.80309 2.00324 1.79903 1.17111 1.12214 1.03872 1.30414 0.929929 1.33187 1.16576 0.945086 0.795916 1.46675 0.756569 0.923545
threshold=0 1 5.5000000000000009 18.500000000000004 8181455000.000001 2 3 50.500000000000007 52.740000000000002 3.5000000000000004 141.00000000000003 4.5000000000000009 1997.5000000000002 4 5 6 30.500000000000004 26.500000000000004 13.500000000000002 3.5000000000000004 7 8 390.00000000000006 4.5000000000000009 1995.5000000000002 15.500000000000002 11.500000000000002 4.5000000000000009 9 95.500000000000014
decision_type=9 9 8 8 8 9 9 10 10 10 10 8 10 9 9 9 10 8 10 8 9 9 10 10 10 8 10 10 9 10
left_child=-1 2 3 -2 -4 6 -3 8 13 -9 11 -11 28 14 -7 17 -17 18 -16 -15 -21 -22 23 -23 -25 -24 -8 -28 -13 -30
right_child=1 5 4 -5 -6 7 26 9 -10 10 -12 12 -14 19 15 16 -18 -19 -20 20 21 22 25 24 -26 -27 27 -29 29 -31
leaf_value=-5.7089440354545222e-05 0.00012573202302327503 -2.9184527219356938e-05 -0.00013581763858915962 -9.7280081407973289e-05 -0.0001510341562234885 5.7124372683858835e-06 8.3401991197824539e-05 -0.00026573321931252283 -0.00025583916328550063 -8.663795197715984e-05 0.00012363575567434282 -1.686277062155739e-05 -5.0623364569908346e-05 3.3626179897083829e-05 1.1920406315368837e-07 0.00085700569526892423 -7.1826097851577237e-05 0.00061266199385475058 -0.0015290335409683564 -0.00015877325619811699 2.9734985425271534e-05 0.00010728443205731963 0.00022888325306716695 -0.0011301652381543192 8.0959613672604298e-06 -0.00022903468256984638 0.00082917862568255174 -5.6075083901347967e-05 -4.5687292490015353e-06 0.00047039221439174387
leaf_weight=101 45 450 28 63 48 459 90 61 31 32 56 114 86 214 39 136 26 44 29 112 262 54 28 65 26 33 26 104 51 56
leaf_count=101 45 450 28 63 48 459 90 61 31 32 56 114 86 214 39 136 26 44 29 112 262 54 28 65 26 33 26 104 51 56
internal_value=-0.000558923 -0.000416811 -0.00307692 -0.000366972 -0.00727273 -0.000222635 -0.00146843 0.000197531 0.000692752 -0.00148796 -0.000757576 -0.00158824 -0.000714286 0.000876963 0.00185484 0.00407018 0.0067052 0 -0.00405797 -4.96894e-05 -0.000963855 -8.35073e-05 -0.00239631 -0.00424658 -0.00717391 0.0016129 0.00103896 -0.000916031 0.000990991 0.00322034
internal_weight=2969 2868 184 108 76 2684 670 2014 1558 456 395 339 307 1527 733 274 162 112 68 794 580 468 206 145 91 61 220 130 221 107
internal_count=2969 2868 184 108 76 2684 670 2014 1558 456 395 339 307 1527 733 274 162 112 68 794 580 468 206 145 91 61 220 130 221 107
cat_boundaries=0 3 4 5 7 8 9 10 12 13 15
cat_threshold=67108864 2148532256 4096 5 16919808 36 1536 14 10 49154 65536 32 67108864 1130496 32
is_linear=0
shrinkage=0.04


Tree=396
num_leaves=31
num_cat=10
split_feature=8 8 17 12 10 2 0 8 2 12 2 12 6 2 1 2 2 2 2 2 4 0 0 2 0 2 2 0 12 2
split_gain=2.10776 1.1128 1.1078 1.51388 1.21495 0.983067 0.960913 0.793286 0.996204 1.87503 1.02908 0.988759 1.04525 0.829632 0.822867 0.775641 0.761921 0.952241 0.750684 0.73698 0.913759 0.69391 1.76579 0.71447 0.89561 0.670678 0.656806 0.636802 0.773952 1.08752
threshold=0 1 2 3 4 61.500000000000007 51.32500000000001 5 48.500000000000007 6 131.00000000000003 7 8 19.500000000000004 4.5000000000000009 34.500000000000007 19.500000000000004 30.500000000000004 1.5000000000000002 68.500000000000014 1317685000.0000002 35.250000000000007 38.20000000000001 94.500000000000014 25.500000000000004 14.500000000000002 58.500000000000007 40.250000000000007 9 40.500000000000007
decision_type=9 9 9 9 9 10 10 9 8 9 8 9 9 10 10 10 8 8 8 10 10 10 10 10 10 10 8 10 9 8
left_child=6 -2 5 18 -5 15 19 16 11 10 -10 12 25 -14 -13 -3 -6 -18 -4 20 -1 23 -23 -20 -25 -9 -19 28 -24 -30
right_child=1 2 3 4 7 -7 -8 8 9 -11 -12 14 13 -15 -16 -17 17 26 21 -21 -22 22 27 24 -26 -27 -28 -29 29 -31
leaf_value=2.1443921167225711e-05 -5.6494050830906417e-05 -0.00020418270606313628 2.0250346679411281e-05 -0.00039627951872773793 5.6952942752275249e-06 -0.00029256408017445777 8.3865364492901055e-05 -5.7353211496398158e-05 0.00090748577945667821 0.00045081477189039986 -0.00011652852868174079 -0.00028697309751649417 -6.3383119272302226e-05 0.00041634231244788825 6.867172348300699e-05 -6.6643334608329499e-06 -4.2152392338508096e-05 2.4986497028862685e-05 -1.4370029435895048e-06 -2.1157067768626805e-05 -0.00033414754613076526 -0.00019092976313707767 1.9617407472267701e-05 -4.3352293502643136e-05 6.0510202295915862e-06 -0.00092728175254674027 -2.9546901561090521e-05 -0.00014145813512033811 -0.00017010366597702386 4.8738259190095337e-05
leaf_weight=426 134 25 34 125 83 36 28 58 33 168 67 32 149 50 170 52 44 73 311 79 43 72 127 40 34 46 75 74 128 72
leaf_count=426 134 25 34 125 83 36 28 58 33 168 67 32 149 50 170 52 44 73 311 79 43 72 127 40 34 46 75 74 128 72
internal_value=-0.000996885 -0.0015325 -0.0012974 -0.00106936 -0.000118243 -0.005 0.00115843 0.000339943 0.000994898 0.00297398 -0.00144144 -3.95257e-05 -0.00146497 0.000285714 0.00206573 -0.00282051 -0.00146853 -0.00290155 -0.00230343 0.000801457 0.00140426 -0.00256112 -0.0035865 -0.00129534 -0.0048 -0.00452174 -0.00134228 -0.00253731 -0.00176829 -0.00322275
internal_weight=2888 2312 2178 2065 1173 113 576 1048 773 268 100 505 303 199 202 77 275 192 892 548 469 858 473 385 74 104 148 401 327 200
internal_count=2888 2312 2178 2065 1173 113 576 1048 773 268 100 505 303 199 202 77 275 192 892 548 469 858 473 385 74 104 148 401 327 200
cat_boundaries=0 30 59 60 62 63 86 88 90 91 92
cat_threshold=268435456 2 0 0 73728 0 262144 0 1 32768 0 131076 0 512 0 0 0 0 4096 0 256 0 0 8 0 49152 0 0 0 8192 16 0 0 134217728 0 0 0 2147483648 0 0 0 0 64 0 268435456 0 0 0 0 0 0 0 0 0 0 0 64 0 524288 2 83961888 32 17 0 2052 0 0 2147483648 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 1065024 2 33026 2 268 83951616
is_linear=0
shrinkage=0.04


Tree=397
num_leaves=31
num_cat=13
split_feature=7 2 3 12 8 8 2 14 12 6 3 14 2 2 0 6 3 6 12 2 0 2 2 2 3 9 4 2 3 8
split_gain=2.20942 1.78893 2.03028 1.61975 1.59207 1.49979 2.12264 1.57415 1.43026 1.41231 1.59007 1.58693 1.24149 1.20111 1.27363 1.23992 1.13185 1.49039 1.11903 1.23862 1.02797 1.00582 0.834037 0.894158 1.01971 0.786144 0.691145 0.979459 0.814666 0.813835
threshold=0 47.500000000000007 2000.5000000000002 1 2 3 14.500000000000002 4 5 6 2007.5000000000002 7 24.500000000000004 6.5000000000000009 35.250000000000007 8 1998.5000000000002 9 10 39.500000000000007 22.250000000000004 72.500000000000014 81.500000000000014 155.00000000000003 1.0000000180025095e-35 11 1300.0000000000002 26.500000000000004 2018.5000000000002 12
decision_type=9 10 8 9 9 9 10 9 9 9 8 9 8 8 10 9 8 9 9 10 10 10 10 10 10 9 10 8 8 9
left_child=9 2 -2 20 -5 6 -4 -7 13 11 -11 18 -12 14 -9 -15 -6 -18 19 -1 -3 -19 -22 -24 -25 -10 28 -28 -27 -30
right_child=1 3 5 4 16 7 -8 8 25 10 12 -13 -14 15 -16 -17 17 21 -20 -21 22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=-7.7632718925571003e-05 -0.00028959351066678354 -6.336338866383073e-05 4.0378674205499013e-06 -0.00010067088129794399 0.0010469111228641737 -0.0001511249310606644 5.9524492502234241e-05 -0.00021013327423965222 -6.5337000209453319e-05 0.0013093013895066718 5.3102204802399914e-05 7.420363371686278e-05 -0.00023219794342178802 1.0342588385476858e-05 5.6835286962453327e-06 0.00011366050703777831 -7.1631353296623963e-05 -2.5243393014022787e-05 3.4193889118228073e-06 2.4521260667746958e-05 -9.8357884305997346e-05 0.00032956002272307219 7.2252103837584512e-05 -0.00030771371458186535 4.3778228229029994e-05 4.6411209470988982e-05 0.00043715102113864649 -8.4212122118145768e-05 6.5207779027431909e-06 -5.9271850863211738e-05
leaf_weight=72 74 40 76 105 27 128 37 29 101 34 81 125 38 136 80 149 112 39 193 42 65 119 48 39 25 115 48 30 144 586
leaf_count=72 74 40 76 105 27 128 37 29 101 34 81 125 38 136 80 149 112 39 193 42 65 119 48 39 25 115 48 30 144 586
internal_value=-0.000605854 -0.00115108 -0.000495963 -0.003 -0.00135593 -0.000204819 0.00403226 -0.000539499 -0.000139958 0.00157718 0.0047561 0.000361174 0.00283333 0.00187654 -0.00163636 0.00328671 0.000194805 -0.000590406 -0.00119497 -0.00416 -0.00570175 0.00189349 -0.00460674 -0.00247788 -0.00553846 -0.000927536 -0.000535332 0.00303797 -0.000874704 -0.00136799
internal_weight=2937 2352 1733 619 402 1659 113 1546 1418 585 153 432 119 394 109 285 297 270 307 114 217 158 177 112 64 1024 923 78 845 730
internal_count=2937 2352 1733 619 402 1659 113 1546 1418 585 153 432 119 394 109 285 297 270 307 114 217 158 177 112 64 1024 923 78 845 730
cat_boundaries=0 15 16 39 65 66 67 68 69 70 71 72 74 97
cat_threshold=268435458 1 67108864 10240 0 2 33554432 537001984 33554432 48 0 128 0 0 67108864 85131360 0 12 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 16777216 268435456 8 0 0 2147483648 0 0 0 0 32768 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 16384 131089 85067072 204 8192 450 274 17989634 0 4 16 0 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 8192 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=398
num_leaves=31
num_cat=13
split_feature=7 13 4 2 7 9 2 12 2 12 2 2 2 4 9 3 2 4 12 0 13 6 4 2 11 12 2 12 2 0
split_gain=3.61643 1.65312 1.99946 1.37458 1.25937 1.63159 1.21799 0.939377 1.13287 0.884499 1.93606 1.39978 0.897565 0.820917 0.937844 1.14328 1.10383 1.78131 1.37253 0.959426 1.11387 1.28761 0.994239 1.46312 0.8425 1.75456 1.11426 1.04782 1.03448 0.915513
threshold=0 1 180.50000000000003 403.00000000000006 2 3 34.500000000000007 4 19.500000000000004 5 70.500000000000014 19.500000000000004 5.5000000000000009 62.500000000000007 6 2019.5000000000002 58.500000000000007 49000.000000000007 7 52.740000000000002 8 9 16000.000000000002 12.500000000000002 10 11 25.500000000000004 12 44.500000000000007 35.850000000000009
decision_type=9 9 10 8 9 9 8 9 8 9 8 8 10 8 9 8 10 10 9 8 9 9 8 8 9 9 10 9 10 10
left_child=1 2 9 -3 5 6 -2 8 -6 11 12 -1 -11 -9 15 -15 19 18 -18 20 -16 22 -22 -24 27 26 -26 -23 -29 -27
right_child=4 3 -4 -5 7 -7 -8 13 -10 10 -12 -13 -14 14 16 -17 17 -19 -20 -21 21 24 23 -25 25 29 -28 28 -30 -31
leaf_value=-0.00076233854078417102 7.6880284829528025e-06 0.00021497915566886405 -0.00029324549614646145 -0.00035580046410082388 -0.00028976186026319795 0.00016150045679765411 -7.6595460342687724e-05 0.00040313130822134725 -2.3317293509705905e-06 -0.0009781978907149381 -3.7982290545066633e-05 -2.152809887974172e-05 1.2425152915476191e-05 4.803125113646445e-05 -0.00010546863892169967 -0.00017256106705879404 3.2186125365640805e-06 0.0007589666160821906 -7.1412460175110935e-05 -0.00010152109759641093 -4.317415900480626e-05 6.3365218841795475e-05 7.2896610335959625e-06 0.00037079007394158481 0.00021964516795890178 -4.2481231692477197e-05 -5.6578384722421048e-05 -7.9515257023388135e-06 0.00075602222198320132 -1.5434304199004601e-05
leaf_weight=40 82 62 40 93 67 161 87 25 97 25 60 63 132 36 150 85 122 29 198 30 61 100 145 174 80 100 28 144 28 374
leaf_count=40 82 62 40 93 67 161 87 25 97 25 60 63 132 36 150 85 122 29 198 30 61 100 145 174 80 100 28 144 28 374
internal_value=-0.000685166 -0.00368821 -0.0051752 -0.000120482 -2.4855e-05 0.00222874 -0.000555556 -0.000393474 -0.0032 -0.00423676 -0.00236842 -0.00719298 -0.000126582 -0.000135417 -0.000233422 -0.00348485 1.1274e-05 -0.002 -0.00286604 0.000508834 0.00066426 0.00106024 0.00296675 0.0039375 0.000184971 -0.000674536 0.00369748 0.0019788 0 -0.00173196
internal_weight=2918 515 360 155 2403 330 169 2073 164 320 217 103 157 1909 1884 121 1763 349 320 1414 1384 1234 380 319 854 582 108 272 172 474
internal_count=2918 515 360 155 2403 330 169 2073 164 320 217 103 157 1909 1884 121 1763 349 320 1414 1384 1234 380 319 854 582 108 272 172 474
cat_boundaries=0 18 19 36 38 39 41 43 44 45 46 49 50 51
cat_threshold=131073 268435457 1108344832 2621440 589824 134217792 0 268435456 2048 134225920 32 128 8388752 0 0 32 16 384 6 268435456 144 536870912 2048 32 2 0 536879104 0 48 32768 256 0 268435456 0 0 128 0 10368 3072 1132544 32 257 32 67166210 8 322 32 0 524288 68288576 16892160
is_linear=0
shrinkage=0.04


Tree=399
num_leaves=31
num_cat=10
split_feature=8 2 3 8 2 11 12 5 9 11 3 4 4 6 4 1 4 9 2 3 2 2 2 8 2 12 2 1 2 1
split_gain=2.88478 1.38001 1.37043 1.22794 0.998739 0.87087 0.951674 0.84007 1.09565 1.37593 0.761743 0.672071 0.634403 0.71032 0.925247 0.716585 0.859338 0.856505 1.01215 0.838979 1.14456 0.656197 1.55644 0.719261 0.58453 1.10227 1.11899 1.23796 0.992382 0.566579
threshold=0 79.500000000000014 2012.5000000000002 1 403.00000000000006 2 3 2.5000000000000004 4 5 2010.5000000000002 7049.5000000000009 101.00000000000001 6 425.00000000000006 4.5000000000000009 950.00000000000011 7 15.500000000000002 2010.5000000000002 14.500000000000002 101.50000000000001 83.500000000000014 8 36.500000000000007 9 25.500000000000004 5.5000000000000009 182.50000000000003 5.5000000000000009
decision_type=9 8 10 9 8 9 9 10 9 9 10 10 8 9 8 10 8 9 8 8 8 10 10 9 10 9 10 10 10 8
left_child=1 2 11 -2 -3 -5 12 8 10 -10 24 -1 -7 15 -15 -14 -17 19 -19 -18 -21 22 23 -16 25 26 27 -8 -26 -27
right_child=3 4 -4 5 -6 6 7 -9 9 -11 -12 -13 13 14 21 16 17 18 -20 20 -22 -23 -24 -25 28 29 -28 -29 -30 -31
leaf_value=2.7222953860430723e-05 -6.7034681650568478e-05 -2.260140415948797e-05 -5.0060863616678833e-05 -0.00012007853493550159 8.1576425802154525e-06 6.462900036755315e-05 5.5986521678619281e-06 -0.00021130404789587942 9.8325448664979834e-05 -5.0398512724427749e-05 -9.6763929820724575e-05 3.4479753853986498e-05 0.0031886123643084831 -0.0010180243462164641 0.00033813417576038061 0.0020890082150716795 0.0014032803234175972 -0.00067597794198199785 0.00010043048710073777 0.00033342990378670834 -4.3985234731955817e-05 -0.00020310075884609092 0.0010986785896545115 -2.4563219691344786e-05 -5.9859868007485771e-05 -3.5919952775849142e-05 0.0005384066351722083 -3.0476619380408467e-05 0.00051946740901264831 2.5825710048543726e-05
leaf_weight=340 101 65 36 107 82 28 119 29 152 146 52 25 26 25 116 26 30 57 51 47 88 70 50 702 136 82 25 25 35 32
leaf_count=340 101 65 36 107 82 28 119 29 152 146 52 25 26 25 116 26 30 57 51 47 88 70 50 702 136 82 25 25 35 32
internal_value=-0.000805231 0.00178891 0.00303483 -0.00141047 -0.00148649 -0.00119982 -0.00100926 -0.00206161 -0.00183851 0.00012945 -0.00294004 0.00377049 -0.000331575 -0.000465477 -0.00100616 0.00113095 0.0006 -7.29927e-05 -0.00268908 0.00170455 0.000441176 -0.000809372 -0.000506329 -0.000927961 -0.00246154 -0.00133803 0.000777778 -0.000551724 -0.00430233 -0.00416
internal_weight=2905 548 401 2357 147 2256 2149 833 804 298 506 365 1316 1288 963 325 299 273 108 165 135 938 868 818 454 283 169 144 171 114
internal_count=2905 548 401 2357 147 2256 2149 833 804 298 506 365 1316 1288 963 325 299 273 108 165 135 938 868 818 454 283 169 144 171 114
cat_boundaries=0 30 59 61 63 65 67 68 70 86 87
cat_threshold=0 2060 0 134217728 2147557376 0 262144 2147483648 0 0 0 131072 0 1048576 268435456 0 0 0 0 8192 256 0 0 8 0 32768 64 0 0 12288 268435456 0 0 0 0 0 0 0 0 0 0 0 64 0 0 0 0 0 0 0 0 0 4194304 0 0 0 0 0 524288 16386 66048 190722 32 1 2064 32772 1024 322 0 6176 16 0 0 0 0 0 0 0 0 0 0 0 0 512 0 4096 68223040
is_linear=0
shrinkage=0.04


Tree=400
num_leaves=31
num_cat=11
split_feature=2 8 12 8 7 12 13 9 8 12 2 0 5 4 2 11 0 5 0 12 2 2 2 2 2 0 2 2 2 2
split_gain=2.55145 2.69555 1.99969 1.85873 1.00237 1.09945 2.43074 1.26218 1.04519 1.25899 1.32025 0.940303 0.931495 0.871763 0.868449 0.859824 1.51544 0.854858 0.937314 0.824126 1.05999 0.883176 1.02239 0.787561 0.772351 0.769335 1.22664 0.757787 0.75569 0.710955
threshold=75.500000000000014 0 1 2 3 4 5 6 7 8 47.500000000000007 43.675000000000004 4.5000000000000009 950.00000000000011 29.500000000000004 9 39.07500000000001 2.5000000000000004 24.500000000000004 10 5.5000000000000009 40.500000000000007 26.500000000000004 17.500000000000004 482.50000000000006 35.600000000000009 298.50000000000006 11.500000000000002 49.500000000000007 5.5000000000000009
decision_type=10 9 9 9 9 9 9 9 9 9 10 10 8 8 10 9 10 10 8 9 10 10 10 8 10 10 10 10 10 10
left_child=1 11 25 -3 -5 6 27 23 9 14 -11 29 -4 -10 -9 16 -8 18 -15 21 -21 22 -20 -7 -14 -2 -27 -6 -16 -1
right_child=2 3 12 4 5 7 15 8 13 10 -12 -13 24 17 28 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.2617369550761454e-05 -5.0059121912156005e-05 -0.00018655249656461594 -0.00022330936896704402 -0.00010033189301502433 -2.8149897791607258e-06 -0.00060934596034250893 -8.8731471487761839e-05 3.7591458464873995e-05 5.243751484773185e-05 1.2035125613607534e-06 -0.00033169901584649607 4.8174056335383851e-05 -8.7477788981971112e-06 -0.0001254140044289187 -1.6191679492365553e-05 6.0803583822455211e-05 3.6019038464374374e-05 -0.00022137877237561555 1.1030961349725033e-05 4.0906864921552715e-06 -4.3269539232255739e-05 0.0011214080980888497 -0.0003897592352021917 -3.8880491358881385e-05 0.00011654531646946964 -0.00014571342610221195 0.00023272032488939944 -0.00032941403166667274 0.00014559003922709479 3.3100563699832721e-05
leaf_weight=64 85 105 30 133 40 63 45 57 34 89 27 47 188 69 37 274 322 26 242 94 199 33 29 70 65 118 37 61 36 243
leaf_count=64 85 105 30 133 40 63 45 57 34 89 27 47 188 69 37 274 322 26 242 94 199 33 29 70 65 118 37 61 36 243
internal_value=-0.00109349 -0.00054918 -0.00362595 -0.00109733 -0.000803616 -0.000548977 0.00063745 -0.00134409 -0.000813835 0.00140078 -0.0015748 0.00263014 -0.00115646 -0.00157395 0.00397163 0.00156442 0.00026455 -0.00190476 -0.00161919 -0.00110368 -0.00256579 0.000380952 -0.000367647 -0.00486111 -0.000393701 -0.00621514 -0.00474359 -0.00482143 0.00135135 0.00188312
internal_weight=2962 2439 523 2085 1980 1847 742 1105 972 246 116 354 283 726 130 641 367 692 666 597 293 304 271 133 253 240 155 101 73 307
internal_count=2962 2439 523 2085 1980 1847 742 1105 972 246 116 354 283 726 130 641 367 692 666 597 293 304 271 133 253 240 155 101 73 307
cat_boundaries=0 30 32 62 80 82 83 85 108 109 112 114
cat_threshold=268435456 12 4 0 2147549184 1 262144 0 1 32768 0 131072 8192 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 8192 67322914 2 0 0 0 0 0 0 0 0 0 0 0 256 0 1048576 0 0 0 0 33554432 8192 0 0 4194304 0 0 1073758208 0 0 0 4096 131072 0 0 0 0 0 0 0 33556480 0 0 0 0 0 0 0 4096 128 83910914 2 8 1 36 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 16777216 231456 32772 2147483648 524288 1081408 32
is_linear=0
shrinkage=0.04


Tree=401
num_leaves=31
num_cat=11
split_feature=7 2 8 7 3 10 8 2 2 7 12 2 3 3 18 6 12 3 2 0 12 0 2 3 1 3 2 2 2 2
split_gain=3.39536 2.52681 1.56132 1.64734 1.28744 1.27239 1.21383 1.33643 1.1684 1.16714 1.07025 1.37996 1.42922 1.11896 1.00248 0.967375 1.07428 1.50643 1.11695 0.910007 1.22073 0.922979 1.23703 1.97728 1.12992 1.00984 0.82702 0.802698 0.794265 0.76988
threshold=0 59.500000000000007 1 2 1983.0000000000002 3 4 10.500000000000002 24.500000000000004 5 6 4.5000000000000009 2008.5000000000002 2019.5000000000002 7 8 9 2007.5000000000002 365.00000000000006 42.960000000000008 10 36.400000000000006 28.500000000000004 2020.5000000000002 3.5000000000000004 1999.5000000000002 5.5000000000000009 16.500000000000004 7.5000000000000009 8.5000000000000018
decision_type=9 8 9 9 10 9 9 8 10 9 9 10 8 8 9 9 9 10 8 10 9 8 10 8 8 10 10 8 10 10
left_child=1 10 4 -4 -2 6 7 26 27 -3 -1 -12 -13 -14 -7 16 17 18 -8 20 21 24 25 -24 -17 -23 -5 -9 -16 -15
right_child=2 9 3 5 -6 14 15 8 -10 -11 11 12 13 29 28 19 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.8730766010625076e-05 -4.7235195966877087e-06 -2.455998976518714e-05 3.8176227305903865e-05 4.9522500609526792e-05 -0.00012668961352368057 -0.00047932689674848208 0.00056289229683656569 0.00020396577681310645 2.4222308995902611e-06 -0.0001407937519005742 -0.00022239760074683091 -2.7495141157771741e-05 0.00042895461465235484 8.9978568461646094e-05 -0.00038487967346863885 2.3719875385026512e-05 -3.4022914616258503e-05 -7.3022471639347944e-05 -9.9499888690104406e-05 2.1506656584158181e-05 6.7352970692269307e-07 -5.2369685343514049e-05 -0.0011611786066528396 -1.5868810949015711e-05 -6.339864489557812e-05 0.0011905450333585322 -0.00052749732771395941 0.0021688452296510265 9.9039223101016202e-06 8.7249078404028063e-06
leaf_weight=125 196 110 106 39 59 48 146 33 56 137 43 47 25 26 64 26 158 43 29 94 534 108 30 57 176 37 32 58 88 165
leaf_count=125 196 110 106 39 59 48 146 33 56 137 43 47 25 26 64 26 158 43 29 94 534 108 30 57 176 37 32 58 88 165
internal_value=-0.000973757 -0.00342525 -0.000206463 0.000182463 -0.00308271 -0.000107124 0.000263947 0.00296943 0.00527027 -0.00669355 -0.00162037 -0.000252366 0.000833333 0.00221198 -0.00303318 -0.000165631 0.00155039 0.00331878 0.00511364 -0.000782852 -0.00115583 -0.00269663 -0.00103004 -0.00477273 -0.00472906 0.00123288 -0.00138889 0.00804348 -0.00156863 0.00114583
internal_weight=2895 678 2217 1962 255 1856 1656 218 147 247 431 306 263 216 200 1438 376 218 175 1062 968 434 232 87 202 145 71 91 152 191
internal_count=2895 678 2217 1962 255 1856 1656 218 147 247 431 306 263 216 200 1438 376 218 175 1062 968 434 232 87 202 145 71 91 152 191
cat_boundaries=0 18 48 62 63 89 102 103 104 105 106 108
cat_threshold=131074 128 1611669504 4 524322 64 33554432 0 33622016 0 8192 0 128 0 0 0 128 384 1342177296 8 0 0 0 0 0 0 0 0 0 2048 2048 512 0 0 0 0 4096 0 0 0 0 8 0 1073741824 64 0 0 4096 268435456 0 0 0 0 2 0 268435456 0 32 0 256 16 268435456 288 0 4 0 0 0 0 0 2147483648 1 0 0 131076 8192 0 0 4096 0 0 0 0 0 0 0 0 0 16384 0 0 0 4 2 0 0 0 2048 0 8192 0 128 1163264 4 70 17883202 84936802 2
is_linear=0
shrinkage=0.04


Tree=402
num_leaves=31
num_cat=14
split_feature=7 8 12 3 3 12 3 7 0 12 12 9 1 12 0 6 0 5 1 11 0 17 5 9 3 6 3 0 3 1
split_gain=3.35416 1.71485 1.8203 1.64226 1.60247 1.58281 1.32715 1.07715 1.42259 1.15764 1.12194 1.11963 1.68919 1.05509 1.43837 0.961995 1.30018 0.875802 0.816771 0.761572 0.613279 0.55656 0.675771 0.652008 1.1614 0.793472 0.979355 0.82499 0.545765 0.499006
threshold=0 1 2 2000.5000000000002 1988.5000000000002 3 2003.5000000000002 4 51.32500000000001 5 6 7 5.5000000000000009 8 38.20000000000001 9 20.500000000000004 3.5000000000000004 4.5000000000000009 10 42.960000000000008 11 2.5000000000000004 12 2003.5000000000002 13 2018.5000000000002 15.500000000000002 2011.5000000000002 5.5000000000000009
decision_type=9 9 9 8 10 9 8 9 10 9 9 9 10 9 10 9 8 8 10 9 8 9 8 9 10 9 8 10 10 8
left_child=5 2 -2 4 -3 18 -5 10 9 21 -8 15 13 -13 -15 28 -17 -7 -1 -4 -12 22 -9 25 29 -23 -27 -28 -11 -25
right_child=1 3 19 6 -6 17 7 8 -10 11 20 12 -14 14 -16 16 -18 -19 -20 -21 -22 23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0016502921019764473 0.00045979587426160152 0.00034774005800642272 -3.2702935090647146e-05 0.00025566082803528899 -0.0012786860281868684 -2.093935729583052e-05 3.4625271545678516e-05 -2.2189253882487493e-06 -0.00013042626975455108 0.00022201932006559843 -2.2500868552910449e-05 7.9068252979048743e-05 0.0024130714670922517 0.00028758664925121024 -0.00038532070822835609 2.4948545481251473e-06 -0.00011575112536984733 -8.1237886716749582e-05 -2.4960926117145732e-05 4.889007428246828e-05 9.2242575576193534e-05 5.0943127293550107e-05 -0.0001279321524830479 -0.00013298571092093425 7.0830808208697244e-05 -0.00022329489129404578 4.9481210042756631e-06 -3.9223099981953171e-05 -9.8366482279601549e-05 -0.00051191379337339532
leaf_weight=36 108 25 146 42 59 65 123 47 31 146 187 134 40 37 86 158 154 318 75 119 25 103 62 103 29 26 183 228 25 29
leaf_count=36 108 25 146 42 59 65 123 47 31 146 187 134 40 37 86 158 154 318 75 119 25 103 62 103 29 26 183 228 25 29
internal_value=-0.000833898 -0.000218978 0.00223958 -0.000668896 -0.00611765 -0.00380198 -0.00044022 -0.000592744 -0.00101716 -0.000854808 0.00144509 0.000252845 0.00214286 0.00100775 -0.00164179 -0.000931174 -0.0022291 -0.00502538 0.000491803 0.000362319 -0.000358744 -0.00190012 -0.0045 -0.00143258 -0.00360465 -0.000725953 -0.00147321 -0.00101942 0.00142857 -0.00541353
internal_weight=2949 2455 373 2082 84 494 1998 1956 1621 1590 335 780 297 257 123 483 312 383 111 265 212 810 109 701 161 540 437 411 171 132
internal_count=2949 2455 373 2082 84 494 1998 1956 1621 1590 335 780 297 257 123 483 312 383 111 265 212 810 109 701 161 540 437 411 171 132
cat_boundaries=0 18 48 50 52 69 71 72 74 75 76 77 78 80 81
cat_threshold=0 144 570433536 264704 524288 64 33554432 0 33556480 134217728 40960 128 268435584 268435456 0 0 16 384 16 2048 0 134217728 2147483648 1 0 0 0 0 0 131076 8192 1048576 268435456 0 0 0 0 8192 0 0 4194304 0 0 49152 68 0 0 8192 34816 32 16779296 32 0 268435457 68157440 2097152 32 134217730 0 268435456 65536 16 0 0 16 0 67108864 32 128 1288224 32 213026 256 10384 16777218 450 4 8 0 10372 388
is_linear=0
shrinkage=0.04


Tree=403
num_leaves=31
num_cat=10
split_feature=7 12 4 2 3 4 2 11 12 9 12 7 12 2 0 9 0 2 2 2 2 4 0 2 2 12 2 2 0 2
split_gain=1.24728 2.10212 1.61935 1.25306 1.20614 1.1352 2.06306 1.42991 2.11315 1.03915 1.16841 1.00733 1.757 0.986168 1.20398 0.920832 1.55939 1.51283 1.23927 1.05999 1.23997 1.12901 0.942592 1.07563 0.921717 0.877014 1.01125 1.09555 0.985243 1.02094
threshold=0 1 107371.50000000001 19.500000000000004 2003.5000000000002 4850.0000000000009 12.500000000000002 2 3 4 5 6 7 37.500000000000007 23.500000000000004 8 46.250000000000007 3.5000000000000004 92.500000000000014 24.500000000000004 19.500000000000004 33.000000000000007 43.175000000000004 1025.0000000000002 10.500000000000002 9 291.50000000000006 15.500000000000002 35.250000000000007 66.500000000000014
decision_type=9 9 8 10 8 10 8 9 9 9 9 9 9 10 10 9 8 8 8 10 10 10 10 10 10 9 10 8 10 10
left_child=1 3 -3 -1 -4 7 -7 8 -2 10 13 12 -9 14 -6 17 18 -13 19 20 21 24 23 25 -17 -19 27 -27 -29 -30
right_child=5 2 4 -5 9 6 -8 11 -10 -11 -12 15 -14 -15 -16 16 -18 22 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-3.4197180688977367e-07 -0.00012583582213199663 8.2068309692004965e-05 -0.0001442714568676351 -4.062892967375831e-05 0.0020404620716671928 7.054117386154246e-05 -0.00018149724142958235 0.00025177420662203076 -3.941975472798731e-07 -3.3165056867154877e-05 4.9397565371442908e-05 7.4174093508929669e-05 -1.8027964099118778e-05 -0.00039478436668701991 -5.4641343499319816e-05 0.00026329224705843755 -7.4596532614066297e-05 -2.066816222189516e-05 0.00047714301585386924 -0.00039286091623544909 0.0051830409814028399 0.0027137042831200022 4.4442970036229209e-06 0.00027448870117467548 -0.00063089272658267248 -0.00025287673860141524 -0.0010180363532176528 -0.00029822193745708602 6.4633783915368782e-06 -0.00016228341336315565
leaf_weight=69 224 62 26 67 39 34 165 121 199 146 244 82 182 47 26 116 33 237 55 68 30 32 118 33 65 167 26 50 150 46
leaf_count=69 224 62 26 67 39 34 165 121 199 146 244 82 182 47 26 116 33 237 55 68 30 32 118 33 65 167 26 50 150 46
internal_value=-0.000952703 0.000488467 0.00153078 -0.00380952 0.000831758 -0.00141711 -0.0043 -0.00114005 -0.00317972 0.00127237 0.00239782 -0.000579531 0.00146497 -0.00097561 0.00212121 -0.00106141 0.000536585 -0.00176087 0.0013079 0.000320513 0.00155738 0.00046729 -0.00229469 -0.00284507 -0.000769231 -0.00319055 -0.00422222 -0.00381643 -0.00210526 -0.000812183
internal_weight=2959 726 590 136 528 2233 199 2034 423 502 356 1611 303 112 65 1308 399 909 366 311 243 213 827 709 181 676 439 413 246 196
internal_count=2959 726 590 136 528 2233 199 2034 423 502 356 1611 303 112 65 1308 399 909 366 311 243 213 827 709 181 676 439 413 246 196
cat_boundaries=0 14 15 17 18 20 22 34 35 37 38
cat_threshold=268435458 128 603987968 10240 524290 10242 0 268574720 0 134225968 32768 320 0 268435456 68191232 32 67072 1239298 0 6176 16779328 32 1 0 1073741824 2621444 0 134217728 131072 0 33554432 0 32 128 43266 256 26628 17900832
is_linear=0
shrinkage=0.04


Tree=404
num_leaves=31
num_cat=7
split_feature=8 7 7 0 8 16 1 0 0 4 4 0 3 5 7 6 3 0 0 0 5 4 3 5 1 1 0 0 3 0
split_gain=2.58459 1.95788 1.59523 0.907949 0.833141 0.872631 0.769559 1.048 0.709598 0.694 1.06509 0.864657 1.44841 1.01644 0.901817 0.809282 0.993892 0.665461 0.630544 1.29915 0.600449 0.601954 0.533747 0.555297 0.520492 0.511915 0.509227 0.474895 0.464332 0.403227
threshold=0 1 2 45.425000000000004 3 4 5.5000000000000009 40.250000000000007 42.710000000000008 208770000.00000003 1732015000.0000002 44.07500000000001 1998.5000000000002 3.5000000000000004 5 6 2002.5000000000002 29.500000000000004 32.500000000000007 39.07500000000001 9.0000000000000018 199.50000000000003 2006.5000000000002 9.0000000000000018 2.5000000000000004 5.5000000000000009 25.500000000000004 35.600000000000009 1995.5000000000002 29.500000000000004
decision_type=9 9 9 10 9 1 8 10 10 10 10 10 10 8 9 9 8 10 10 10 8 10 8 8 8 10 10 10 10 10
left_child=3 8 6 18 5 25 7 -3 17 11 -11 14 13 -13 28 16 -16 -2 26 -20 -17 24 -21 -24 -22 -4 -1 -18 -6 -7
right_child=1 2 4 -5 9 29 -8 -9 -10 10 -12 12 -14 -15 15 20 27 -19 19 22 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.1812120566764292e-05 -2.1563149531189653e-06 4.3864528550372481e-05 2.3105540690622205e-05 -0.00018364458386919581 7.1982420961020927e-05 3.6689264244671449e-06 0.0016059928868605057 -0.00021055247593277927 9.7252091180166644e-06 -0.001894267873577391 -8.8641557746171887e-05 -3.3948505702454671e-05 -3.1217749336462932e-05 8.8375100673019353e-05 5.9368961979728851e-05 -0.00028613663382571987 -0.00016738751603092794 -0.00012455639717728672 -0.00061360595442064183 -0.00032357539929165567 0.00016166122915173275 6.4547940389090292e-05 -0.00054424973602564821 -2.0532374199184743e-05 -1.0071529038029326e-05 5.5013296415680206e-05 0.00034279351867596121 -0.00016787395246936398 -0.00037026426998984621 -8.409907747477519e-06
leaf_weight=30 28 47 153 26 89 27 37 26 44 30 99 32 29 101 48 74 37 151 52 39 33 45 26 116 1075 27 27 325 27 29
leaf_count=30 28 47 153 26 89 27 37 26 44 30 99 32 29 101 48 74 37 151 52 39 33 45 26 116 1075 27 27 325 27 29
internal_value=-0.0012901 -0.00086128 -0.000516451 -0.00464832 -0.000750764 0.00145749 0.00396694 0.00189189 -0.00435897 -0.00101217 -0.00384615 -0.000824635 0.00196319 0.00373134 -0.00108324 -0.00132282 -0.00285036 -0.00566667 -0.00412371 -0.00504274 -0.000791599 -0.000571924 -0.00340659 -0.00223776 -0.000757439 0.00287293 -0.000344828 -0.00363636 0.00220472 -0.00280702
internal_weight=2929 2613 2390 316 2280 236 110 73 223 2044 129 1915 162 133 1753 1637 410 179 290 233 1227 1153 181 142 1108 180 57 362 116 56
internal_count=2929 2613 2390 316 2280 236 110 73 223 2044 129 1915 162 133 1753 1637 410 179 290 233 1227 1153 181 142 1108 180 57 362 116 56
cat_boundaries=0 30 48 62 86 87 104 105
cat_threshold=3221225488 4 4 134217728 0 1 0 2147483648 0 0 0 0 64 0 268435456 0 0 0 33554432 2048 2147483648 0 0 0 0 1073741824 4 0 524416 4096 131072 16 0 524800 0 134225984 0 0 0 134217728 0 0 0 0 0 0 4112 128 1 1 1073741824 0 0 0 33554432 8192 0 16 0 256 0 268435456 268435456 2056 0 0 2147483648 0 0 0 1 32768 0 131072 8192 0 0 0 0 0 4096 0 0 0 0 8 2 2 0 0 2099200 0 0 0 268435456 0 0 0 128 0 0 0 0 1073741952 276
is_linear=0
shrinkage=0.04


Tree=405
num_leaves=31
num_cat=11
split_feature=11 1 12 3 3 5 12 3 9 3 0 12 0 0 4 0 17 13 3 3 11 4 4 0 15 12 4 0 1 9
split_gain=0.89879 0.784101 1.2987 1.65702 1.45553 1.10088 1.0691 1.26887 1.81438 1.06041 1.01625 0.804263 0.787473 0.756408 0.646817 0.91896 0.755793 0.614801 0.581973 0.572758 0.64858 1.08271 0.851579 0.735685 0.602314 0.724222 0.609084 0.552921 0.949983 0.503115
threshold=0 5.5000000000000009 1 2010.5000000000002 1980.5000000000002 1.5000000000000002 2 2009.5000000000002 3 2012.5000000000002 39.07500000000001 4 9.5000000000000018 31.500000000000004 4683340000.000001 40.250000000000007 5 6 1998.5000000000002 2009.5000000000002 7 775.00000000000011 552615000.00000012 40.250000000000007 8 9 8015305000.000001 18.500000000000004 5.5000000000000009 10
decision_type=9 8 9 10 10 8 9 8 9 10 10 9 10 10 10 10 9 9 10 10 9 8 8 10 9 9 10 8 10 9
left_child=13 6 10 4 5 -4 7 -2 12 11 27 19 -9 -1 16 -16 -7 -18 29 20 21 -8 -22 -23 25 -24 -26 -3 -29 -13
right_child=1 2 3 -5 -6 14 9 8 -10 -11 -12 18 -14 -15 15 -17 17 -19 -20 -21 22 23 24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00014398513953729265 -0.000246988273462847 1.318171432664883e-05 -0.00043187469334220906 0.00072786774363581947 -0.00021488862243529639 5.0051729167321926e-05 -0.00090732360794490321 4.8431067536043318e-05 6.2289414680236627e-05 -3.8755834348691567e-05 0.00016224601421509278 4.536519744164025e-05 -3.2468663461138189e-05 -2.8060721886760122e-05 -8.5095895436353427e-05 -8.0133999422926654e-06 -2.4897250245459193e-06 -0.00016241120018019474 0.0010839318787891018 3.3277624882011024e-05 0.00011026643969874073 6.9709550452046189e-07 4.9625493855280922e-05 -0.00012211973982104496 -5.6805067681438005e-05 2.4431516152390033e-08 0.0001597927389454057 4.7988921573534074e-05 -0.00024432419466528186 -5.0952496886225165e-06
leaf_weight=31 52 49 32 32 30 133 31 25 138 159 94 240 264 97 31 34 108 130 40 26 32 413 100 51 155 171 28 38 37 147
leaf_count=31 52 49 32 32 30 133 31 25 138 159 94 240 264 97 31 34 108 130 40 26 32 413 100 51 155 171 28 38 37 147
internal_value=-0.000596812 -0.000438008 -0.00154873 -0.0025878 -0.00320641 -0.00264392 -3.85914e-05 -0.00167347 -0.000981308 0.000461347 0.00104803 0.000808362 -0.00273333 -0.00374101 -0.00210526 -0.00575758 -0.00145161 -0.00273092 0.00223744 0.000176817 2.03666e-05 -0.000988142 0.00104628 -0.000516129 0.000615385 0.00177305 -0.00113402 -0.00128 -0.00342105 0.00180412
internal_weight=2948 2820 748 530 498 468 2072 479 427 1593 218 1434 289 128 436 65 371 238 427 1007 981 495 486 464 454 271 183 124 75 387
internal_count=2948 2820 748 530 498 468 2072 479 427 1593 218 1434 289 128 436 65 371 238 427 1007 981 495 486 464 454 271 183 124 75 387
cat_boundaries=0 2 4 5 7 9 10 11 13 14 15 17
cat_threshold=16384 1572864 16952320 2 17990656 0 6160 82210 32 56 2 4 2147483648 75497472 16672 0 2080
is_linear=0
shrinkage=0.04


Tree=406
num_leaves=31
num_cat=13
split_feature=8 8 10 11 2 4 12 18 15 2 2 2 12 13 9 4 2 4 4 1 2 2 4 2 16 12 2 12 2 5
split_gain=3.063 1.83947 1.21291 1.15415 1.13995 0.999361 1.02162 0.900253 0.880286 0.922645 0.891659 1.08012 0.872521 1.42843 1.36831 1.54301 1.38488 1.02784 1.01605 1.13852 1.01588 0.819443 0.861444 1.04175 0.753207 1.02958 0.743589 0.923335 0.704517 0.920808
threshold=0 1 2 3 1.5000000000000002 62.500000000000007 4 5 6 59.500000000000007 6.5000000000000009 12.500000000000002 7 8 9 6050.0000000000009 6.5000000000000009 260.00000000000006 6050.0000000000009 5.5000000000000009 510.50000000000006 295.00000000000006 10438345000.000002 3.5000000000000004 10 11 44.500000000000007 12 3.5000000000000004 2.5000000000000004
decision_type=9 9 9 9 8 10 9 9 9 10 10 8 9 9 9 8 8 8 10 8 8 10 8 10 1 9 10 9 10 8
left_child=28 -2 3 5 -5 6 -3 -4 9 -8 -10 -12 13 20 15 -14 -17 -16 19 -18 24 22 -19 -24 25 -6 27 -25 -1 -30
right_child=1 2 7 4 12 -7 8 -9 10 -11 11 -13 14 -15 17 16 18 21 -20 -21 -22 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=-1.27857495819228e-06 -0.00010115158276661873 -1.9711790992857915e-05 -0.00084140992233841419 -0.00085571982647024924 0.00022099111112595438 -8.5477369832815951e-05 -3.4873175948746396e-06 -7.0372757631105283e-05 -7.5621093766429232e-05 -0.00012924228122329851 0.0015980545391692403 5.406827007590209e-06 -0.00077168035261138363 -4.7777845433110143e-05 0.00037986060214308283 0.0024302486413677825 -4.4049677328423801e-05 -4.975489467121008e-05 0.00075165528910059009 -0.0011258535691735716 -0.0001750342958539619 -0.00043899880408467597 0.00089863002504038999 -1.763904790742288e-05 5.188094326012305e-05 -6.0124815335456108e-05 6.5041009560289358e-05 0.00024320373058024815 4.5007657960240976e-05 2.3848214375945533e-05
leaf_weight=45 315 233 57 39 103 35 86 175 35 25 32 237 34 250 25 30 128 53 28 31 27 31 85 116 68 143 117 178 39 121
leaf_count=45 315 233 57 39 103 35 86 175 35 25 32 237 34 250 25 30 128 53 28 31 27 31 85 116 68 143 117 178 39 121
internal_value=-0.000800821 -0.00115878 -0.000771144 -0.00046789 0.000160321 -0.00181556 -0.0014792 -0.00345679 -0.000234742 -0.00311475 0.000888889 0.0017037 0.000345304 -0.000830565 0.0011534 -0.00129771 -9.17431e-05 0.00217532 -0.00138298 -0.002625 0.000852273 0.00185886 0.00221818 0.00273642 0.00152381 0.00048583 0.0018932 0.000813559 0.0037963 0.00521739
internal_weight=2921 2716 2401 2169 1486 683 648 232 415 111 304 269 1447 591 856 251 217 605 187 159 341 580 549 496 314 246 411 294 205 160
internal_count=2921 2716 2401 2169 1486 683 648 232 415 111 304 269 1447 591 856 251 217 605 187 159 341 580 549 496 314 246 411 294 205 160
cat_boundaries=0 30 60 61 63 64 65 66 68 69 71 72 73 74
cat_threshold=0 2056 4 0 2147549184 0 0 0 0 32768 0 0 0 1048576 0 0 0 0 0 0 0 524288 0 8 0 32768 0 0 0 8192 268435456 0 0 0 0 1 524288 0 0 0 0 33556480 64 512 0 0 0 0 0 0 0 0 4194304 0 0 16384 4 0 128 4096 288 2214608928 2148532736 67290370 4 2155872256 51296 34 10 0 20484 2 16480 205056
is_linear=0
shrinkage=0.04


Tree=407
num_leaves=31
num_cat=11
split_feature=7 12 9 12 6 5 12 2 3 0 6 3 4 15 8 3 0 2 2 2 2 2 0 2 0 6 12 0 2 2
split_gain=2.49167 2.00584 1.55692 1.62731 1.5541 1.51279 1.27669 1.1104 1.09657 1.08127 0.873654 0.846585 0.830407 0.8612 1.09864 1.07869 0.862333 0.824605 1.23518 0.743379 1.42388 0.725344 0.713109 1.15647 0.707036 0.980321 0.927786 1.30763 0.898151 0.662073
threshold=0 1 2 3 4 5.5000000000000009 5 79.500000000000014 2017.5000000000002 15.500000000000002 6 2000.5000000000002 1317685000.0000002 7 8 1996.5000000000002 23.500000000000004 84.500000000000014 70.500000000000014 76.500000000000014 22.500000000000004 10.500000000000002 36.400000000000006 33.500000000000007 45.425000000000004 9 10 10.500000000000002 11.500000000000002 155.00000000000003
decision_type=9 9 9 9 9 8 9 10 10 10 9 10 10 9 9 10 10 10 10 10 8 8 8 10 10 9 9 10 8 8
left_child=1 7 3 4 11 -3 10 -1 12 -7 21 19 13 16 -15 -16 -6 18 24 20 -2 -4 23 -8 25 -5 27 -27 -29 -12
right_child=2 5 6 17 8 9 22 -9 -10 -11 29 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-8.9342017819475929e-05 -4.8053913976460198e-05 5.8563079597853118e-05 4.9647277177378157e-05 -3.7355096431355154e-05 -6.9484511909934107e-05 2.2240769004184814e-05 0.00081900531626949663 -0.00025580055370298281 -0.00056615775623232174 -2.6969960984501995e-05 8.4645440548456466e-05 8.1993920972998072e-05 -0.00039051758278191073 -3.8271104181291096e-05 -1.8968209724157249e-05 0.00080747489512404517 -0.00047184190869369757 6.730525239198926e-05 -4.7983130885711487e-05 -0.00028411812166044824 6.1742122351162723e-05 0.0007554347630040326 -0.00015480066903400313 -0.00013263502429559538 3.8105360286238013e-05 -0.00044644016227273652 5.1036001792503785e-05 -4.0742697142732713e-05 1.1708951883910856e-05 -0.00012366663040541681
leaf_weight=225 96 38 30 281 81 30 43 49 30 133 331 50 46 103 248 34 32 160 30 36 57 75 196 25 53 29 246 28 94 40
leaf_count=225 96 38 30 281 81 30 43 49 30 133 331 50 46 103 248 34 32 160 30 36 57 75 196 25 53 29 246 28 94 40
internal_value=-0.000386441 -0.00300412 0.000128773 -0.000527221 -0.00182039 9.43396e-05 0.00165113 -0.00519298 -0.00294017 -0.00158537 0.00287474 0.00088 -0.00256881 -0.00208417 -0.00106061 0.000273038 -0.005 0.000622318 7.87402e-05 -0.000315789 0.000909091 0.00603448 -0.000581818 0.00289855 0.000409836 5.89102e-05 0.00132353 -0.00111111 0.000650407 0.00183246
internal_weight=2949 475 2474 1734 813 201 740 274 574 163 476 239 544 498 385 282 113 921 761 189 153 105 264 68 731 678 397 151 122 371
internal_count=2949 475 2474 1734 813 201 740 274 574 163 476 239 544 498 385 282 113 921 761 189 153 105 264 68 731 678 397 151 122 371
cat_boundaries=0 18 20 22 24 25 26 27 28 51 52 53
cat_threshold=147458 32 1107304448 512 2 8256 0 536870912 33619968 32 0 0 128 0 0 0 1073741824 384 1075458 32 1073741953 14336 68158754 32 260 68272418 264 2149580800 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 16777216 404 16801792
is_linear=0
shrinkage=0.04


Tree=408
num_leaves=31
num_cat=11
split_feature=7 2 12 0 7 2 11 0 14 10 14 2 11 0 12 2 7 3 3 3 6 2 2 5 2 2 0 2 2 2
split_gain=2.77419 1.34583 1.24988 1.2325 1.19769 1.17344 1.10838 1.33119 1.0915 1.21771 1.59677 1.15627 1.08651 1.08452 1.04705 1.03994 1.03965 1.00097 0.75139 0.686938 0.88716 1.15103 1.26698 0.681174 0.656779 0.649596 0.593308 0.567174 0.784079 0.557037
threshold=0 80.500000000000014 1 32.500000000000007 2 70.500000000000014 3 38.20000000000001 4 5 6 35.500000000000007 7 35.600000000000009 8 595.00000000000011 9 1989.5000000000002 1977.5000000000002 2017.5000000000002 10 17.500000000000004 21.500000000000004 1.0000000180025095e-35 42.500000000000007 6.5000000000000009 35.850000000000009 3.5000000000000004 7.5000000000000009 19.500000000000004
decision_type=9 10 9 10 9 10 9 8 9 9 9 8 9 10 9 8 9 10 10 10 9 10 10 10 10 8 10 10 10 10
left_child=1 3 12 -1 5 14 7 -6 11 10 16 -8 18 15 26 -14 -10 23 -2 20 -18 -22 -23 -9 25 -5 -4 -16 -29 -21
right_child=2 -3 4 24 6 -7 8 17 9 -11 -12 -13 13 -15 27 -17 19 -19 -20 29 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00032062625196708437 9.0202314768816909e-06 -0.00041717851899896629 4.0777533693479031e-05 -9.3213191146190876e-06 -0.00021857106105244384 -0.00011204909815525355 0.00041832772531336104 0.00012808899225287719 0.00024120654918746709 6.5033877114899495e-05 -0.00014969007605827755 0.00012475239218794342 -2.3952090045185061e-05 -3.0975302118321226e-05 -0.00070586978743573784 -0.00056783823077019232 -4.3758397089632697e-06 -0.00099651051296845605 -6.324089496242635e-05 -0.00017066269166953417 0.00010386777050729989 -0.00035153193433245633 1.157935217204198e-05 -5.2111569812041128e-05 6.999383395722703e-07 -0.00067771084982801708 -7.4604052925053567e-06 0.00020636347804995126 -5.9562362236249558e-05 0.00011447172994387245
leaf_weight=47 193 36 62 33 37 58 45 40 104 144 149 85 111 317 54 25 422 39 30 48 188 34 150 39 30 87 69 27 193 26
leaf_count=47 193 36 62 33 37 58 45 40 104 144 149 85 111 317 54 25 422 39 30 48 188 34 150 39 30 87 69 27 193 26
internal_value=-0.000588437 -0.00467213 -0.000214815 -0.00353535 0.000286561 -0.00147679 0.000819987 -0.00228916 0.00118065 0.000799373 0.000335689 0.00453901 -0.0016885 -0.00280172 -0.000738916 -0.00583942 0.00093591 -0.000336134 0.000598291 0.000455063 0.000805031 0.00219321 0 0.00225 -0.00529801 -0.00661157 0.00211268 -0.00210526 -0.00126697 -0.0032
internal_weight=2922 233 2689 197 2013 463 1550 155 1395 1265 1121 130 676 453 405 136 972 118 223 868 794 372 184 79 150 120 131 274 220 74
internal_count=2922 233 2689 197 2013 463 1550 155 1395 1265 1121 130 676 453 405 136 972 118 223 868 794 372 184 79 150 120 131 274 220 74
cat_boundaries=0 18 19 35 37 38 39 40 43 44 50 51
cat_threshold=0 16 570425344 2621952 0 64 0 536870912 0 0 0 2097536 268435456 0 0 0 0 384 83911712 3 0 1073741824 0 2 0 131072 268435456 33619968 0 8224 0 16 268435456 0 32 32768 2147485216 145 256 8192 32 1024 524288 198720 0 1 67117056 2052 0 134217728 154
is_linear=0
shrinkage=0.04


Tree=409
num_leaves=31
num_cat=4
split_feature=7 13 7 0 2 2 5 0 2 0 2 0 3 3 6 4 0 3 3 3 3 3 0 2 3 2 2 2 2 3
split_gain=2.64523 1.62372 1.26214 1.0647 1.05399 1.12847 0.989771 1.32123 0.91998 2.35408 1.00921 0.776887 0.774947 0.903665 0.752953 0.983217 0.853367 0.84107 0.93572 0.699437 1.2665 0.993777 1.64223 0.664587 0.658826 0.638766 0.600752 0.597559 0.506574 0.484783
threshold=0 1 2 42.710000000000008 11.500000000000002 100.50000000000001 3.5000000000000004 54.500000000000007 15.500000000000002 36.400000000000006 9.5000000000000018 44.07500000000001 1994.5000000000002 2000.5000000000002 3 1950.0000000000002 44.07500000000001 2003.5000000000002 2008.5000000000002 2012.5000000000002 2018.5000000000002 2024.5000000000002 36.400000000000006 5.5000000000000009 1984.5000000000002 34.500000000000007 7.5000000000000009 3.5000000000000004 35.500000000000007 2014.5000000000002
decision_type=9 9 9 10 8 8 10 8 8 10 10 10 8 8 9 10 10 8 8 8 8 8 10 10 10 8 10 10 10 10
left_child=1 3 8 -1 23 -6 7 12 9 -2 -11 -7 24 -14 15 27 17 -16 -19 -20 -21 22 -22 -3 -4 -10 -18 -15 -28 -29
right_child=2 4 6 -5 5 11 -8 -9 25 10 -12 -13 13 14 16 -17 26 18 19 20 21 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=0.0014062667672993 0.0017689178406320495 3.1050740534510623e-06 2.4240848794292446e-05 5.9783327534503886e-05 -0.00044208187713909555 0.00047526042423523762 -0.00011270024076218021 -0.00012073814192135047 -8.5383594066712481e-05 -0.0010019769684855363 7.6547516129679141e-05 -0.00012507200667137398 -0.00019108952554304894 4.9607315825141994e-05 0.00041668963571609655 -0.00013416874972499215 -1.1341322520799224e-05 -0.00028736223270030335 0.001089332992358436 -0.00012522419044717738 0.00060414052611307062 -3.9687092389328883e-07 -1.0265682418690859e-05 0.00012032363262086676 6.1314175174445048e-05 -3.4475551636461436e-05 4.8642416764650419e-05 -7.1683416821883837e-05 7.241888659166307e-06 -0.00081758545035327758
leaf_weight=100 26 35 35 40 70 26 37 29 60 42 35 25 55 104 30 42 50 36 29 62 30 1247 43 32 26 207 45 251 28 38
leaf_count=100 26 35 35 40 70 26 37 29 60 42 35 25 55 104 30 42 50 36 29 62 30 1247 43 32 26 207 45 251 28 38
internal_value=-0.000377229 0.00294985 -0.000808314 0.00609272 0.00040201 -0.00180328 -0.000439856 -0.000330124 -0.00293963 0.000192308 -0.00333333 0.00269231 -0.000213755 -0.000344333 -0.000206287 -0.00165919 0.000198634 -6.7659e-05 -0.000207182 -4.24929e-05 -0.000173536 9.08403e-05 0.00459459 0.00441176 0.00419355 -0.00425373 0.0033871 -0.00106599 0.00567568 -0.002
internal_weight=2915 328 2587 140 188 121 2217 2180 370 103 77 51 2151 2090 2035 435 1600 1477 1447 1411 1382 1320 73 67 61 267 123 393 73 289
internal_count=2915 328 2587 140 188 121 2217 2180 370 103 77 51 2151 2090 2035 435 1600 1477 1447 1411 1382 1320 73 67 61 267 123 393 73 289
cat_boundaries=0 17 18 36 37
cat_threshold=1 268435456 1056768 2107392 524290 0 33554432 536879104 0 0 0 0 67108864 0 0 0 1073745920 12 268435456 176 100663296 512 0 64 0 0 0 134217744 8192 2097344 0 268435456 67108864 32 128 384 84
is_linear=0
shrinkage=0.04


Tree=410
num_leaves=31
num_cat=15
split_feature=7 8 8 8 12 12 0 17 4 0 12 6 0 4 0 0 12 17 4 4 11 6 12 0 1 0 6 0 1 5
split_gain=3.16982 1.73722 1.51907 1.86652 1.74631 1.49013 1.72728 1.43584 1.4333 1.29344 1.1636 1.10333 1.0651 0.855452 1.16986 0.774614 0.762858 0.738503 1.42682 0.997233 0.655653 0.87948 0.891157 0.621669 0.620946 0.543435 0.524457 0.551586 0.47574 0.462726
threshold=0 1 2 3 4 5 37.250000000000007 6 38266465000.000008 36.400000000000006 7 8 30.500000000000004 6050.0000000000009 47.750000000000007 27.250000000000004 9 10 29019565000.000004 141.00000000000003 11 12 13 33.175000000000004 5.5000000000000009 40.675000000000004 14 44.07500000000001 2.5000000000000004 3.5000000000000004
decision_type=9 9 9 9 9 9 8 9 8 8 9 9 10 10 8 10 9 9 8 10 9 9 9 10 8 8 9 10 10 8
left_child=2 12 4 10 -1 9 8 25 -7 24 -4 -5 -2 14 20 -12 -13 19 -19 29 21 -9 -23 -6 -3 -8 -20 -28 -10 -11
right_child=1 5 3 11 23 6 7 13 28 17 15 16 -14 -15 -16 -17 -18 18 26 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.2919631908684435e-05 -0.00021764598964409742 -3.6094006087807887e-05 -2.19098502970283e-05 -1.8919101541428064e-05 8.0170886573682761e-06 0.00010680213523365012 -0.00036436154009951595 -1.8600816481075812e-05 3.8892291011762837e-05 3.3098231356731848e-05 8.5960249965211243e-06 -0.00016142049209847187 -3.9048190675146092e-05 9.8309701466519077e-05 -0.00011590861624448223 -8.3046660456140845e-05 -5.7163992909821103e-05 0.0018620592596705165 -6.7530562636903822e-05 -0.00030682841968243224 -2.8816404888516445e-05 0.00055088750138601486 5.6143456588841904e-05 9.2769583116592005e-05 -0.0011942980597451935 7.3303778076194706e-06 1.5119130737843989e-05 4.1338982259269131e-05 0.00048814088046192697 -0.00011042197794392195
leaf_weight=123 25 59 140 102 67 34 78 104 51 37 350 107 93 49 45 50 271 58 123 59 151 101 141 73 37 45 159 32 105 62
leaf_count=123 25 59 140 102 67 34 78 104 51 37 350 107 93 49 45 50 271 58 123 59 151 101 141 73 37 45 159 32 105 62
internal_value=-0.000729877 0.000433996 -0.0022102 -0.0029098 0.000510949 0.000804672 0.00183607 0.000951049 0.0052356 -0.000690738 -0.00123412 -0.00472505 -0.00403101 0.0017608 0.00132597 -9.73236e-05 -0.00575835 7.53296e-05 0.00104439 -0.00213018 0.00188755 0.00280112 0.00411067 0.00344371 -0.00494845 -0.00283582 0 0.00128713 0.00356688 0.0002
internal_weight=2931 1648 1283 1020 263 1530 904 714 190 626 540 480 118 591 542 400 378 530 372 158 497 346 242 140 96 123 314 191 156 99
internal_count=2931 1648 1283 1020 263 1530 904 714 190 626 540 480 118 591 542 400 378 530 372 158 497 346 242 140 96 123 314 191 156 99
cat_boundaries=0 13 42 63 86 87 88 89 90 91 92 93 95 96 97 98
cat_threshold=131072 268435584 1140850688 524292 65538 64 33685504 541196288 33622016 134217728 8224 448 144 16 0 4 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 0 0 16777216 0 0 0 64 0 524288 0 12 0 0 0 0 262144 0 0 0 0 131072 10240 0 0 0 0 0 0 0 128 268435456 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 20971520 43360 134178 18 17835008 144 1097730 41 16388 1024 144 16810048 330
is_linear=0
shrinkage=0.04


Tree=411
num_leaves=31
num_cat=7
split_feature=8 8 2 2 9 2 8 2 2 3 1 3 2 6 4 2 2 2 3 3 2 2 6 2 1 3 9 4 2 2
split_gain=2.47565 1.28083 0.851818 0.984127 0.818711 2.63267 0.960422 1.89681 0.846976 0.831304 0.836445 0.817863 0.759356 0.672215 0.66248 0.647979 0.645926 1.03884 0.741476 0.628307 0.602022 0.910072 0.861465 1.08321 0.911001 0.832243 0.767954 1.13382 0.783968 0.720141
threshold=0 1 108.50000000000001 298.50000000000006 2 50.500000000000007 3 147.50000000000003 99.000000000000014 2005.5000000000002 4.5000000000000009 2004.5000000000002 31.500000000000004 4 642496500.00000012 26.500000000000004 647.00000000000011 62.500000000000007 2019.5000000000002 1997.5000000000002 38.500000000000007 21.500000000000004 5 6.5000000000000009 5.5000000000000009 2019.5000000000002 6 15.000000000000002 7.5000000000000009 3.5000000000000004
decision_type=9 9 10 10 9 8 9 10 8 8 8 10 8 9 10 10 10 10 8 10 10 10 9 10 10 8 9 10 10 10
left_child=2 12 11 -4 6 13 7 19 -7 -8 -11 -1 -2 15 -10 -6 17 20 -19 -3 21 22 24 -24 26 -25 27 28 -12 -28
right_child=1 4 3 -5 5 8 9 -9 14 10 16 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 25 -26 -27 29 -29 -30 -31
leaf_value=-0.00017185206614513503 1.1604344042055459e-05 -2.7863263151317595e-06 0.00016459712168114039 -0.00040723047385519354 -1.4062253738700293e-06 -0.00016532872720731006 9.1986554753020749e-06 0.0011440043896968177 3.5312260483877368e-06 0.00083455081143270606 -5.4403892802881159e-05 -3.4733774272410758e-06 0.00054374778090405585 7.9381365586925768e-05 -0.00075466282570999963 0.0011279927319239392 0.0006368171811798718 -0.00010131727709396188 -0.00011262194628745447 0.00018040013756738914 4.5617208838706345e-05 -0.00017220853631670253 -0.00042345404730603775 3.8241907567275749e-05 0.00077581504901903743 -2.0462091203263811e-05 5.2781212312069674e-05 -4.9540465038049318e-05 8.2882184682020474e-05 -0.00053308149138445063
leaf_weight=121 65 671 27 35 149 55 171 27 122 25 89 33 45 216 32 32 32 28 106 69 81 121 158 26 46 100 49 37 119 79
leaf_count=121 65 671 27 35 149 55 171 27 122 25 89 33 45 216 32 32 32 28 106 69 81 121 158 26 46 100 49 37 119 79
internal_value=-0.000390967 -5.795e-05 -0.00440529 -0.000634921 -0.000241418 0.00103728 -0.000625917 0.000488432 -0.00257143 -0.0012989 -0.00171376 -0.00619355 0.00396694 0.00296482 -0.00103226 0.0009375 -0.00188433 -0.00205769 -0.00533333 0.000107962 -0.00156733 -0.00189091 -0.00133523 -0.00298305 -0.000139535 -0.000314961 -0.000802139 0.000546875 0.00172249 -0.00316547
internal_weight=2966 2750 216 62 2640 606 2034 767 209 1267 1096 154 110 397 154 181 1071 1039 134 740 905 824 703 284 419 126 373 245 208 128
internal_count=2966 2750 216 62 2640 606 2034 767 209 1267 1096 154 110 397 154 181 1071 1039 134 740 905 824 703 284 419 126 373 245 208 128
cat_boundaries=0 23 50 52 82 83 84 86
cat_threshold=268435456 0 0 0 0 1 524288 2147483648 1 0 0 33554432 64 0 0 0 0 0 33554432 2048 2147483648 0 4194304 0 2048 0 0 65536 0 0 0 0 0 0 0 0 1024 0 0 0 0 0 0 0 0 0 8 0 49152 64 131200 18484 1073741824 0 0 134217728 0 0 0 0 0 0 0 4 0 512 268435456 0 0 0 4096 8192 128 0 16777216 0 0 0 0 0 524288 8192 150 202 0 2080
is_linear=0
shrinkage=0.04


Tree=412
num_leaves=31
num_cat=12
split_feature=7 7 12 9 3 12 9 9 3 0 0 8 0 14 9 3 12 5 4 3 1 3 4 0 0 4 6 1 4 0
split_gain=2.99402 1.94152 1.83314 1.74033 2.11771 1.64041 1.42107 1.33633 1.28318 1.17957 0.880799 0.869831 1.42245 0.811197 1.09758 1.69458 1.0253 0.798786 1.36599 0.782873 0.750314 0.698215 0.658946 0.908773 0.639195 0.577683 0.655701 0.67819 0.557557 0.45935
threshold=0 1 2 3 2006.5000000000002 4 5 6 2016.5000000000002 35.850000000000009 23.500000000000004 7 38.20000000000001 8 9 2014.5000000000002 10 2.5000000000000004 199.50000000000003 2007.5000000000002 3.5000000000000004 2007.5000000000002 353375000.00000006 32.500000000000007 37.750000000000007 9300.0000000000018 11 5.5000000000000009 3425710000.0000005 36.400000000000006
decision_type=9 9 9 9 10 9 9 9 8 8 10 9 10 9 9 8 9 8 10 10 10 10 10 10 10 10 9 10 8 10
left_child=3 8 6 4 5 -1 9 24 21 -3 -10 -8 20 29 15 -15 19 -12 -19 -16 -13 -2 23 -5 -4 26 27 -14 -18 -9
right_child=1 2 7 22 -6 -7 11 13 10 -11 17 12 25 14 16 -17 28 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.6959905340527825e-05 -2.7538651437239993e-05 -0.00017537844307771166 0.0001032460683796188 8.9007084673760066e-05 0.00048467864092316404 -3.3722383068131022e-05 -9.8132895153923993e-07 6.6827088744254582e-05 -6.0178151907699377e-05 7.5376246590437297e-05 0.0011780214279718138 -3.2917995768926289e-05 -4.7384808433150737e-05 0.00031435851069154807 -2.0722803312622774e-05 -0.00011585907944223095 9.5178636830652871e-05 -3.1440686156578581e-05 -0.0011282180696029088 -7.529108518873784e-05 -0.0001257369893814797 -0.0006177110072531633 0.0023582700781015829 3.2709679632496604e-05 2.1323367032692886e-05 -4.9428378069968915e-05 -5.1190947390722387e-06 -0.00065179549670325799 1.5671958930170149e-05 -9.2784149659479455e-05
leaf_weight=106 31 26 38 30 33 224 237 72 80 127 33 32 177 27 216 120 28 170 27 25 122 35 35 98 148 40 225 30 296 37
leaf_count=106 31 26 38 30 33 224 237 72 80 127 33 32 177 27 216 120 28 170 27 25 122 35 35 98 148 40 225 30 296 37
internal_value=-0.00062201 -0.00121992 -0.000717797 0.00208566 0.000481283 -0.000483384 -0.00190847 0.000491159 -0.00382429 0.00158537 -0.00282958 -0.00254005 -0.0033281 -0.000216346 -0.000719225 -0.00367089 0.000104167 -0.00155844 -0.00252525 -0.0018254 -0.00670968 -0.00895522 0.0054023 0.00434109 0.00345178 -0.0022833 -0.00184758 -0.0033945 0.00155224 0.00283333
internal_weight=2925 2399 2023 526 363 330 1016 1007 376 153 310 863 626 821 712 147 565 230 197 241 154 66 163 128 186 472 432 207 324 109
internal_count=2925 2399 2023 526 363 330 1016 1007 376 153 310 863 626 821 712 147 565 230 197 241 154 66 163 128 186 472 432 207 324 109
cat_boundaries=0 17 35 36 38 40 42 44 67 68 70 72 73
cat_threshold=268435457 128 1074790400 2105344 32 2 0 268443648 65536 134217744 8192 320 67108992 0 0 0 4096 0 268435457 637804544 524292 524288 64 33554432 536870912 0 8192 0 128 0 0 0 0 128 128 67202050 0 14336 141600 32 0 24592 0 4100 0 0 0 0 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 4096 0 0 0 16777216 145 1 24608 288 32 330
is_linear=0
shrinkage=0.04


Tree=413
num_leaves=31
num_cat=13
split_feature=7 12 7 17 7 8 4 6 12 2 4 2 3 2 3 16 4 12 2 2 16 12 2 2 2 2 4 2 2 6
split_gain=2.62431 1.70707 1.72669 1.67657 1.66319 1.28426 2.18414 2.10323 1.36706 1.46257 1.09104 0.997293 0.943677 0.942256 0.936217 0.868341 1.47784 0.839616 1.22994 0.836606 0.883395 1.10252 1.0381 0.906103 1.14283 0.815958 0.692418 0.737963 0.651449 0.60253
threshold=0 1 2 3 4 5 680725000.00000012 6 7 10.500000000000002 62.500000000000007 40.500000000000007 1995.5000000000002 58.500000000000007 2020.5000000000002 8 8747595000.0000019 9 62.500000000000007 4011.5000000000005 10 11 9.5000000000000018 114.50000000000001 29.500000000000004 10.500000000000002 950.00000000000011 6.5000000000000009 64.500000000000014 12
decision_type=9 9 9 9 9 9 8 9 9 10 10 8 8 8 8 1 8 9 8 8 1 9 10 10 10 8 10 10 8 9
left_child=3 2 25 26 15 6 -6 8 9 -7 -5 -4 -9 -13 -8 16 -3 18 -16 20 21 29 -23 24 -24 -2 27 -1 -17 -14
right_child=1 4 11 10 5 7 14 12 -10 -11 -12 13 19 -15 17 28 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010238596017932266 0.0019783901391997815 -5.032718264565972e-05 1.5610704888153748e-05 -2.4214113185863086e-05 -0.00013205945046411926 5.183846075375698e-05 -5.2661663355202395e-05 0.0016387900160642133 0.00014557660362147118 -0.00013572460653641372 -0.00034544378494679508 0.00063005728732107974 -4.352842092636422e-05 3.3834526465170715e-05 6.466221058580857e-06 -3.0176113095059522e-05 0.00016110988288481565 2.5043727398532667e-05 -4.8669775355989487e-05 -0.00031629906537570916 -5.7304565648372833e-05 -0.00045916885361531714 -0.00010776147029204709 -0.00072466454000959853 1.4121665228756797e-05 -4.2957226177797739e-05 -0.00023589568810770346 -5.991032340737945e-05 0.00010166557104597019 1.8771820381644488e-05
leaf_weight=38 26 35 336 154 26 121 26 28 116 170 51 48 218 177 76 26 119 356 26 54 110 68 62 32 47 138 25 49 30 149
leaf_count=38 26 35 336 154 26 121 26 28 116 170 51 48 218 177 76 26 119 356 26 54 110 68 62 32 47 138 25 49 30 149
internal_value=-0.000347175 7.60167e-05 0.00171196 -0.00371951 -0.000556139 -0.000978774 0.000690979 -0.0017032 0.00062201 -0.000860927 -0.00583333 0.00276224 -0.00292683 0.00486726 0.00131959 0.00271493 0.0043871 0.00174292 -0.00141593 -0.00323887 -0.00285298 -0.00221837 -0.00445455 -0.00267606 -0.000909091 -0.00182857 0.000325203 0.00204545 -0.00140351 -0.000793651
internal_weight=2937 2620 725 317 1895 1685 510 1175 407 291 205 561 768 225 484 210 154 458 102 740 686 576 209 141 109 164 112 87 56 367
internal_count=2937 2620 725 317 1895 1685 510 1175 407 291 205 561 768 225 484 210 154 458 102 740 686 576 209 141 109 164 112 87 56 367
cat_boundaries=0 17 19 36 37 49 72 73 74 75 76 77 78 79
cat_threshold=16385 268435504 537133056 524800 524320 8192 0 4194304 33554432 805314560 0 0 0 268435456 0 0 1073741952 16704 32 0 129 0 0 0 0 0 131072 0 0 0 128 0 0 0 0 4096 40 268435458 129 0 2097156 0 0 0 0 0 16 32768 128 268435456 4 0 0 2147483648 0 0 0 0 0 0 131072 2048 512 0 4096 0 0 0 0 256 0 16777216 132 100386 2 16842752 2 17989666 266
is_linear=0
shrinkage=0.04


Tree=414
num_leaves=31
num_cat=12
split_feature=7 8 3 8 3 12 7 17 17 8 17 16 5 1 3 3 6 2 2 5 3 3 2 2 2 2 6 2 2 2
split_gain=2.90315 2.03862 1.61547 1.36165 1.28395 0.969848 1.4185 1.09991 0.859731 0.906278 0.834632 0.734449 0.870375 0.686995 0.676054 0.817872 0.921205 0.858111 0.673594 0.665021 0.726547 0.662876 0.638828 0.591764 0.856447 0.81257 0.583522 0.567441 0.707094 0.684787
threshold=0 1 2011.5000000000002 2 2020.5000000000002 3 4 5 6 7 8 9 1.5000000000000002 4.5000000000000009 2003.5000000000002 2012.5000000000002 10 20.500000000000004 44.500000000000007 2.5000000000000004 1989.5000000000002 1999.5000000000002 48.500000000000007 39.500000000000007 13.500000000000002 79.500000000000014 11 38.500000000000007 15.500000000000002 9.5000000000000018
decision_type=9 9 10 9 8 9 9 9 9 9 9 1 10 10 8 8 9 8 10 8 10 10 10 10 10 10 9 10 8 10
left_child=2 4 10 18 -2 8 22 -8 26 -10 13 12 14 -1 21 -16 17 -17 -3 -12 -21 -9 27 24 -13 -25 -5 28 29 -7
right_child=1 3 -4 5 -6 6 7 11 9 -11 19 23 -14 -15 15 16 -18 -19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-6.2407846054526325e-05 -5.3710408214726615e-05 -0.00024082429924007442 -0.00083639985726573945 -2.2383079589616272e-05 3.9682621637169289e-05 -1.5872816212407771e-05 -0.00010751831406665247 6.1714979792455433e-05 0.00019267863279441856 -1.1558455404241387e-05 0.00047590018908294951 1.5050493240806873e-05 0.00074403700448684169 -0.00014919265451155184 -0.00010348711733570327 9.6264665845069424e-06 0.00013151109943759564 -0.00071423748030092333 -1.3622783786111371e-05 -7.10758616340712e-05 3.5589663349782087e-05 0.00086151806640657471 -9.0595407837099632e-05 5.5797220036950535e-05 -5.2478214238860235e-05 -3.6257541238917666e-05 -0.00014855952898486181 0.00064804704271040239 -2.7565976002392744e-05 0.00072310269304018957
leaf_weight=30 38 73 36 109 181 38 110 29 104 816 32 66 33 77 56 76 292 37 42 191 37 27 69 48 58 32 127 26 71 41
leaf_count=30 38 73 36 109 181 38 110 29 104 816 32 66 33 77 56 76 292 37 42 191 37 27 69 48 58 32 127 26 71 41
internal_value=-0.000705961 -0.000206897 -0.00381643 -0.00055207 0.0033913 -0.000325132 0.000517857 0.00128 -0.00113111 -0.000558539 -0.00309783 0.00183007 0.00261343 -0.0059322 0.00220077 0.00168831 0.00231527 -0.000806452 -0.00460317 -0.00162362 -0.00244541 0.00631579 -0.00210938 -0.000195122 -0.00192 0.00246914 -0.00323887 -0.000903955 -0.0018543 0.00075
internal_weight=3002 2599 403 2380 219 2265 1109 864 1156 920 367 754 550 107 517 461 405 113 115 260 228 56 245 204 124 80 236 176 150 79
internal_count=3002 2599 403 2380 219 2265 1109 864 1156 920 367 754 550 107 517 461 405 113 115 260 228 56 245 204 124 80 236 176 150 79
cat_boundaries=0 18 44 73 75 92 93 94 115 116 117 118 119
cat_threshold=16384 268435456 537141248 2621440 2 64 33554432 0 2048 8192 8192 0 128 0 0 0 4224 384 1342177280 8 4 0 2147483648 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 524288 4194304 0 0 49152 0 0 0 0 0 1 0 0 0 0 0 2048 0 0 0 0 0 0 33554432 2048 0 0 0 8 0 1073741824 0 0 524416 17925408 32 131074 0 0 4 0 0 131072 0 65536 32 0 128 0 0 0 0 16 3 44 0 0 0 0 0 0 0 2147483648 0 0 0 131076 0 0 0 0 0 0 0 0 128 38 2 280 264
is_linear=0
shrinkage=0.04


Tree=415
num_leaves=31
num_cat=9
split_feature=8 7 12 8 4 6 2 3 10 12 0 2 0 12 2 2 2 2 0 2 2 0 2 2 2 2 1 4 6 2
split_gain=2.06911 1.90429 2.23374 2.03909 1.43106 1.33727 1.32132 1.15451 0.982026 1.04524 1.46918 1.20092 1.38146 1.30463 1.19692 1.06807 0.868432 1.39559 1.43932 0.867671 1.03479 0.690245 0.664123 0.641753 0.695578 1.32689 1.20959 0.62924 0.798442 1.20208
threshold=0 1 2 3 72000.000000000015 4 63.500000000000007 2020.5000000000002 5 6 9.5000000000000018 5.5000000000000009 42.710000000000008 7 1.5000000000000002 9.5000000000000018 10.500000000000002 27.500000000000004 40.250000000000007 28.500000000000004 119.00000000000001 40.250000000000007 2.5000000000000004 10.500000000000002 15.500000000000002 22.500000000000004 5.5000000000000009 52809240000.000008 8 54.500000000000007
decision_type=9 9 9 9 8 9 8 8 9 9 8 10 10 9 8 10 8 8 10 10 10 10 8 10 10 10 8 8 9 10
left_child=19 2 16 7 23 -4 -7 -3 9 10 -6 12 14 -13 -11 -15 -2 -18 -19 -1 -21 -10 -12 -5 -25 -26 -27 -17 29 -29
right_child=1 3 5 4 8 6 -8 -9 21 11 22 13 -14 15 -16 27 17 18 -20 20 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=7.491976525493271e-05 -0.00017501249729548363 -0.00029106846692609876 8.2840296650346092e-05 -3.9711107134330351e-05 0.0013850827176172943 7.7207827157366179e-07 -0.00016098342091520835 -3.3806524498345425e-05 -0.00011593908902156614 -0.00037006185054167418 -0.00018107758155551325 1.4110121986270486e-05 0.0014065175318815903 -0.00040424755926061096 0.00014155492959691429 0.00071427552430733952 1.4389023987568805e-05 -0.00017537707080506949 -2.6265092012209836e-05 -4.9478204153778907e-05 7.4079827168311853e-05 -0.00016000784702576709 -2.393790310925681e-05 0.00085591229583243951 -7.733957575489115e-05 9.8388661853547886e-05 -9.1933011966531812e-05 -0.00025710616658738419 -1.3774793465159974e-06 3.0755180637278559e-05
leaf_weight=144 59 42 110 66 33 66 44 195 91 37 43 226 37 47 148 27 54 114 43 54 26 47 562 31 25 74 31 82 347 28
leaf_count=144 59 42 110 66 33 66 44 195 91 37 43 226 37 47 148 27 54 114 43 54 26 47 562 31 25 74 31 82 347 28
internal_value=-0.000892979 -0.00119853 -0.00343313 -0.000690583 -0.000260913 -0.00034632 -0.00330579 -0.0041129 -0.000649203 -0.000356265 -0.00160247 0.000464646 0.00304933 -0.000290237 0.0016129 -0.00136531 -0.0058363 -0.00481132 -0.00670886 0.0027234 -0.000493827 -0.00375839 -0.00207921 0.0027193 0.00407407 0.00274809 0.00471698 -0.000824742 -0.00117904 -0.00396694
internal_weight=2933 2709 490 2219 1982 220 110 237 1755 1617 638 979 222 757 185 531 270 211 157 224 80 138 605 227 161 130 105 484 457 110
internal_count=2933 2709 490 2219 1982 220 110 237 1755 1617 638 979 222 757 185 531 270 211 157 224 80 138 605 227 161 130 105 484 457 110
cat_boundaries=0 24 41 42 72 73 74 76 77 78
cat_threshold=268435472 6 0 0 2147549184 0 0 0 0 32768 0 0 8192 1024 0 0 0 0 0 2048 0 0 0 8 131072 16 570425344 2099204 524290 8192 33554432 0 2048 134217760 8224 128 128 0 0 0 4096 67199298 0 2048 0 0 0 0 0 0 1 0 0 2048 64 0 0 0 0 0 33554432 0 256 0 4194304 0 0 0 64 0 524288 4096 136 272 17861952 2 67133472 130
is_linear=0
shrinkage=0.04


Tree=416
num_leaves=31
num_cat=11
split_feature=7 8 2 7 3 2 3 6 1 2 1 6 2 5 17 5 11 2 1 2 15 3 3 2 13 2 16 8 2 2
split_gain=3.10537 2.00186 1.42147 1.39363 1.27769 1.3665 1.16431 1.54808 1.51233 2.60207 1.05997 0.82517 0.819 0.792855 0.711845 1.12738 0.655695 0.739092 0.648273 0.682976 0.643246 1.22592 0.638224 1.28804 0.631668 0.88576 0.7388 0.609752 0.700481 0.585343
threshold=0 1 42.500000000000007 2 2018.5000000000002 55.500000000000007 2004.5000000000002 3 3.5000000000000004 35.500000000000007 5.5000000000000009 4 8.5000000000000018 3.5000000000000004 5 4.5000000000000009 6 19.500000000000004 5.5000000000000009 13.500000000000002 7 2011.5000000000002 2003.5000000000002 44.500000000000007 8 27.500000000000004 9 10 17.500000000000004 9.5000000000000018
decision_type=9 9 8 9 8 10 10 9 10 8 8 9 8 8 9 8 9 10 10 8 9 8 8 10 9 10 1 9 8 8
left_child=6 2 13 11 -4 -6 7 -1 -9 -10 -7 29 -13 -2 -5 18 17 -17 19 -16 21 -18 23 -22 25 26 -15 28 -24 -3
right_child=1 3 4 14 5 10 -8 8 9 -11 -12 12 -14 24 15 16 20 -19 -20 -21 22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00037864204056038632 0.00012014166719424679 -0.0010438426770397768 -5.741012962477754e-05 7.5415236638320952e-06 -0.00010254888427418507 0.00042246842975472986 0.00024936031386481262 0.00078229195398741072 1.7826923755066558e-05 -0.00042189030659343983 -7.1807778420662779e-05 6.7070692617932081e-06 -6.1232327276883328e-05 5.6889542412363878e-06 -3.2524326221761159e-06 3.100064613786202e-05 -0.00053243855388881653 -1.9532056675686248e-06 -0.00064771482513720008 -0.00024691399952672557 -0.00010116773281623637 2.4654367062915129e-05 0.00027262396494641904 0.00045743498198618225 1.8148458423539184e-05 0.00011101662126229428 -3.5887684806255041e-05 -3.1983041020495765e-05 -5.6990117740305381e-05 1.0697142343367717e-05
leaf_weight=142 40 29 38 126 65 65 41 35 63 52 29 29 222 73 56 54 26 60 29 92 57 186 40 35 119 36 45 889 70 92
leaf_count=142 40 29 38 126 65 65 41 35 63 52 29 29 222 73 56 54 26 60 29 92 57 186 40 35 119 36 45 889 70 92
internal_value=-0.000851499 -0.00131649 0.000921305 -0.001864 -0.00171717 -0.000125 0.00273256 0.00191126 -0.000993789 -0.00327586 0.00294737 -0.00407311 -0.00541985 0.00261146 -0.00136337 -0.00159502 -0.00122708 0.0016 -0.00460674 -0.00348993 -0.00147641 0.000538117 -0.00186933 0.00129032 0.00182482 0 -0.00168067 -0.00218 0.000661157 -0.00106061
internal_weight=2935 2602 510 2092 197 159 333 292 150 115 94 372 251 313 1720 1594 1417 114 177 148 1303 212 1091 92 273 154 118 999 110 121
internal_count=2935 2602 510 2092 197 159 333 292 150 115 94 372 251 313 1720 1594 1417 114 177 148 1303 212 1091 92 273 154 118 999 110 121
cat_boundaries=0 17 44 61 62 63 64 66 67 68 69 85
cat_threshold=268435457 0 605036544 8192 2 0 0 0 0 8192 40960 64 67109008 268435456 0 0 144 268435472 1048584 0 134217728 2147483648 0 0 0 1 0 0 2048 8192 512 0 0 0 0 0 10240 384 524288 0 8 0 16384 64 0 145 1107296256 2097156 524288 134225984 0 805306368 0 134217760 32 0 0 0 0 0 4096 92 194 17 32768 9728 2155872256 10 2 0 0 0 0 0 1 262144 0 0 0 0 4 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=417
num_leaves=31
num_cat=14
split_feature=7 12 3 7 11 12 0 0 17 12 9 12 9 3 12 0 0 0 3 5 3 3 12 0 0 0 0 13 15 1
split_gain=3.10334 1.47923 1.17159 1.22684 1.14051 1.2395 1.6676 1.7768 1.18705 1.06712 0.900555 1.05252 0.856118 1.16352 1.04097 0.992334 0.674592 0.643948 0.62804 0.79222 0.609899 0.787936 0.705894 0.586619 0.556695 0.545172 0.641495 0.503838 0.503866 0.487466
threshold=0 1 2005.5000000000002 2 3 4 35.600000000000009 32.500000000000007 5 6 7 8 9 2008.5000000000002 10 35.600000000000009 42.250000000000007 20.500000000000004 1988.5000000000002 4.5000000000000009 1999.5000000000002 1983.0000000000002 11 40.250000000000007 15.500000000000002 40.250000000000007 15.500000000000002 12 13 4.5000000000000009
decision_type=9 9 8 9 9 9 10 10 9 9 9 9 9 8 9 8 10 8 10 8 10 10 9 10 10 10 10 9 9 10
left_child=1 -1 -3 25 9 6 7 17 -7 24 11 16 13 -10 -15 -16 18 -6 19 -8 21 22 -12 -24 -2 26 -4 28 -11 -17
right_child=4 2 3 -5 5 8 10 -9 12 27 20 -13 -14 14 15 29 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.3397171973394962e-06 -3.4126349555307915e-05 0.00030425051266220749 -6.6499406550946105e-06 -0.00014066923547929378 3.7904337114724739e-06 0.00013860959097296898 6.3201320103445371e-06 -0.0011487069299851882 8.0443756560200083e-05 -3.0091723271326034e-05 0.00022535419050647931 -0.00028777094967090021 -0.00010531452581524547 5.0487173643958275e-05 1.0216078764067049e-05 -0.00099153183110562543 -2.9331992870567091e-05 -7.5477833806019139e-05 -8.4528916121584532e-05 0.000490408855678588 8.0326708139430994e-05 -0.00021430982582657521 5.585345122227636e-07 -9.7984857548318871e-05 -2.528291210833089e-05 3.4831212212935727e-05 -5.5668897309359977e-05 4.4812682388339911e-06 -5.9779230843304278e-06 -1.36142581889942e-05
leaf_weight=177 46 29 117 159 53 168 77 30 71 101 155 110 117 127 84 26 43 49 50 54 144 44 116 40 70 35 118 196 149 143
leaf_count=177 46 29 117 159 53 168 77 30 71 101 155 110 117 127 84 26 43 49 50 54 144 44 116 40 70 35 118 196 149 143
internal_value=-0.000620904 -0.00306502 -0.00426439 -0.00488372 7.91557e-05 0.000595794 -0.000348361 -0.00451128 0.00182062 -0.00146597 0.000311751 -0.00127536 0.0008981 0.00168831 0.000839895 -0.000681818 0.000340426 -0.00194175 0.00142857 0.00287879 0.00137255 0.000505618 0.00121795 -0.000718563 -0.00472441 -0.00284698 -0.00364407 -0.000525164 -0.00168582 -0.00247059
internal_weight=2898 635 458 429 2263 1701 965 132 736 562 833 334 568 451 380 253 224 102 181 131 499 355 311 156 116 270 235 446 250 169
internal_count=2898 635 458 429 2263 1701 965 132 736 562 833 334 568 451 380 253 224 102 181 131 499 355 311 156 116 270 235 446 250 169
cat_boundaries=0 18 20 37 40 41 42 43 45 46 48 49 50 51 52
cat_threshold=131073 16 1140850688 526336 524288 8192 0 541196288 33554432 134225920 32 0 0 0 0 0 4096 384 67127296 32 131072 0 1073741824 0 0 0 0 131072 33554432 8192 32 0 0 0 0 0 4096 2147516448 589856 528384 16894978 25 1247232 256 20516 65538 0 18436 68288576 3074 12 69206016
is_linear=0
shrinkage=0.04


Tree=418
num_leaves=31
num_cat=12
split_feature=8 8 12 12 8 8 0 4 6 4 1 0 11 3 11 12 4 3 3 3 3 12 6 4 0 3 0 4 0 0
split_gain=3.25265 1.09505 0.928699 0.774142 1.70194 1.57297 1.4951 1.48803 1.12377 1.19122 1.0277 1.72603 0.983859 0.91998 0.888551 0.848907 1.38454 0.796473 0.770671 0.693407 0.636422 0.622179 1.07694 0.959455 0.672387 0.585378 0.545009 0.714743 0.490283 0.799963
threshold=0 1 2 3 4 5 15.500000000000002 69317420000.000015 6 5368.5000000000009 4.5000000000000009 35.600000000000009 7 2003.5000000000002 8 9 5157000000.000001 2019.5000000000002 2015.5000000000002 2015.5000000000002 2010.5000000000002 10 11 9736.0000000000018 39.07500000000001 2012.5000000000002 44.07500000000001 133.00000000000003 18.500000000000004 39.07500000000001
decision_type=9 9 9 9 9 9 8 8 9 10 10 10 9 8 9 9 8 8 10 8 10 9 9 8 10 10 10 10 10 10
left_child=2 19 -1 4 7 14 -7 -3 12 13 11 -8 18 -10 -5 28 -17 20 26 -2 -15 -12 24 -24 -23 -25 27 -6 -14 -30
right_child=1 3 -4 5 8 6 10 -9 9 -11 21 -13 15 17 -16 16 -18 -19 -20 -21 -22 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=2.0261875485161339e-06 1.3854740278418377e-06 -0.00014139499306430991 5.9998438793158469e-05 6.3250864981299063e-05 -0.0001470279959097809 -0.00014917707482421606 0.0027035764850344892 6.2097488935535246e-05 0.00064229641602793215 -0.00027010860527930446 -0.0001350424660601135 -0.0005137386039761083 -5.865946645045028e-06 -4.8300280387323367e-05 9.9678428476579496e-07 0.00068565534991037679 -1.2519895929372637e-05 1.7532999171798736e-05 3.1449564511163431e-05 -0.0001668139383590983 -0.0007778091874114779 -6.1894721267563569e-06 0.00031883976757068666 -1.0213707877007039e-05 0.00049776419487315596 -0.00016419944986658663 -2.8872308703853378e-06 -0.00015776206705659491 -0.00028623268993364096 -2.6735099849410916e-05
leaf_weight=130 25 74 215 130 242 42 35 131 31 25 141 108 84 39 276 33 162 206 39 88 31 42 32 284 79 44 33 28 29 34
leaf_count=130 25 74 215 130 242 42 35 131 31 25 141 108 84 39 276 33 162 206 39 88 31 42 32 284 79 44 33 28 29 34
internal_value=-0.000497753 -0.000992963 0.00308989 -0.000801636 -0.00150974 -8.16993e-05 -0.00110024 0.00175926 -0.00218111 -0.000233236 -0.000704961 -0.00375 -0.00310791 0.000454545 0.00191847 -0.00147309 0.000291262 -0.000288809 -0.00464589 -0.00467742 -0.00394366 0 0.000691057 -0.000431267 0.00378788 -0.00109422 -0.00546053 -0.00605166 -0.00367089 -0.0065625
internal_weight=2892 2547 345 2434 1221 1213 807 205 1016 332 765 143 684 307 406 342 195 276 342 113 70 622 481 360 121 328 303 270 147 63
internal_count=2892 2547 345 2434 1221 1213 807 205 1016 332 765 143 684 307 406 342 195 276 342 113 70 622 481 360 121 328 303 270 147 63
cat_boundaries=0 30 59 60 61 82 105 106 108 109 110 111 112
cat_threshold=16 2060 0 134217728 1073807360 0 0 0 0 32768 0 0 8192 0 268435456 0 0 0 0 2048 0 0 0 8 0 268484608 0 0 0 4096 268435456 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8194 0 0 0 0 0 1073741824 4 0 524288 100448 17851682 0 0 0 0 0 0 0 2147483648 0 0 0 0 2048 512 0 4096 0 0 33554432 0 128 0 0 0 0 0 0 262144 0 0 0 0 133120 0 1048576 0 0 0 0 0 0 256 0 20971520 394 32772 2147484672 32772 16786464 32768 12
is_linear=0
shrinkage=0.04


Tree=419
num_leaves=31
num_cat=10
split_feature=8 12 2 8 12 13 2 2 11 6 0 2 2 2 12 2 2 2 1 0 1 2 2 3 2 2 8 0 12 0
split_gain=2.43177 1.34206 1.20073 0.914303 0.858888 1.65065 1.71182 0.816462 0.766198 1.27567 1.4277 1.59478 1.40282 1.53766 1.21224 1.11552 1.06839 0.967098 0.762439 0.739074 0.605898 0.675555 0.723925 0.601491 0.535111 1.26996 1.06916 1.86763 0.61081 0.542373
threshold=0 1 66.500000000000014 2 3 4 100.50000000000001 2.5000000000000004 5 6 44.07500000000001 12.500000000000002 182.50000000000003 542.50000000000011 7 7.5000000000000009 10.500000000000002 9.5000000000000018 5.5000000000000009 42.710000000000008 5.5000000000000009 18.500000000000004 38.500000000000007 2018.5000000000002 89.500000000000014 70.500000000000014 8 28.500000000000004 9 36.900000000000006
decision_type=9 9 10 9 9 9 8 8 9 9 10 10 10 10 9 8 10 8 8 10 8 10 10 8 10 10 9 8 9 8
left_child=1 -1 -3 -2 5 23 -7 -6 19 10 11 17 14 -14 16 -16 -11 -10 -13 -9 21 -18 -23 -5 25 26 -17 -28 -29 -30
right_child=3 2 -4 4 7 6 -8 8 9 12 -12 18 13 -15 15 24 20 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-4.799506900461381e-06 3.0283183857200414e-05 -5.8123004385279844e-05 -0.00010445842987543586 -0.00058747956650883281 -3.2941793710392632e-05 0.00023523487416092338 -4.3299797526223928e-05 9.3735677474597874e-05 -8.6527264164253386e-05 -7.2415009148798503e-05 3.2810831051364179e-05 -0.00022819196208875069 0.0007294904749838338 1.5683238670760603e-06 0.00021360768815576137 3.3651453098144657e-05 1.6903874627089978e-05 0.00021002230960931456 -0.0019053798781134646 3.6937772717493547e-06 2.0759394759650718e-05 -2.8945540484741626e-05 -5.1324171401745393e-08 -3.5254266525441838e-05 4.4240241727351308e-05 -7.6802995479283709e-05 -0.00016456370622304207 0.00014275478884862025 6.5342930805911689e-05 -5.626487219199561e-05
leaf_weight=138 234 208 36 53 113 69 80 108 68 85 70 152 42 43 87 153 35 67 38 89 43 66 100 296 57 27 44 135 40 114
leaf_count=138 234 208 36 53 113 69 80 108 68 85 70 152 42 43 87 153 35 67 38 89 43 66 100 296 57 27 44 135 40 114
internal_value=-0.000332065 -0.003257 -0.00501961 0.000127035 -0.000122538 -0.00157171 0.001875 0.00029099 0.000516827 0.000189573 -0.00172414 -0.00288344 0.00090573 0.00581395 0.000486322 0.00146707 -0.00147059 0.000441176 -0.0052356 0.00278846 -0.000163265 -0.00108911 -0.00215569 -0.00305556 0.00084063 0.000428016 0.000903491 -0.000406977 0.000758621 -0.000969697
internal_weight=2890 382 244 2508 2274 498 149 1776 1663 1466 395 325 1071 85 986 657 329 135 190 197 244 201 166 349 570 513 486 333 289 154
internal_count=2890 382 244 2508 2274 498 149 1776 1663 1466 395 325 1071 85 986 657 329 135 190 197 244 201 166 349 570 513 486 333 289 154
cat_boundaries=0 30 31 57 59 60 63 64 65 88 89
cat_threshold=2147483664 0 0 0 2147483648 1 786432 0 0 0 0 33687552 8256 0 0 0 0 0 0 2 0 0 0 0 0 0 68 0 524288 4096 1146944 1073741824 4 0 0 73728 0 0 0 0 0 0 4 0 1048576 0 0 0 0 0 2048 0 524288 0 8 0 16384 1048832 34 6 32768 0 524289 130 83959808 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 66
is_linear=0
shrinkage=0.04


Tree=420
num_leaves=31
num_cat=12
split_feature=7 12 14 7 3 4 5 0 5 17 12 0 6 12 1 12 6 1 13 0 0 1 0 4 3 3 3 12 1 0
split_gain=2.48095 1.3897 1.29167 1.12028 1.27731 1.0714 1.02836 0.910461 0.727903 1.26483 0.732004 1.05411 0.927688 1.29678 1.50858 1.23037 0.859157 0.984719 0.874442 0.991309 0.97756 0.858102 0.718739 0.868113 0.734343 0.708952 0.514457 0.480013 0.675214 0.548842
threshold=0 1 2 3 2020.5000000000002 49000.000000000007 1.5000000000000002 54.500000000000007 1.5000000000000002 4 5 12.250000000000002 6 7 4.5000000000000009 8 9 5.5000000000000009 10 15.500000000000002 18.500000000000004 5.5000000000000009 35.850000000000009 8.0000000000000018 2003.5000000000002 2019.5000000000002 2009.5000000000002 11 5.5000000000000009 38.57500000000001
decision_type=9 9 9 9 8 10 10 10 10 9 9 8 9 9 10 9 9 8 9 10 10 8 8 10 10 8 10 9 10 10
left_child=1 -1 -2 4 -3 7 -5 8 9 -4 16 -12 13 25 -15 21 17 -11 19 -18 -20 -14 -17 24 -24 -13 -26 -16 29 -29
right_child=2 3 5 6 -6 -7 -8 -9 -10 10 11 12 15 14 27 22 18 -19 20 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=9.1556263059544571e-06 -7.3092128023084508e-05 -6.4086265890388465e-05 -0.00015419794699635502 -8.4187012173941866e-05 2.5774301997216755e-06 0.00016783789330254706 -0.00044365163859097837 -0.00011607728092783986 3.3728479713843742e-05 -0.00023860083993653802 -0.00057005623901634555 2.7384086241255547e-06 1.5878120534296158e-06 -0.00046088742833227058 2.0795663740642567e-05 -0.00045829776764332307 -1.4694050085850564e-05 -0.00056615973737045527 1.2841770458749124e-06 5.4656561759642845e-05 -8.9775977267336771e-05 -0.00063094312566953198 0.00061483494971767525 -8.4720347934563731e-05 -0.00010096713288646698 -0.00012121701886901093 2.3103568531652741e-05 5.4529087160943847e-05 -3.8515251335979887e-05 -4.8587272381084292e-06
leaf_weight=122 176 68 156 328 138 127 25 31 124 108 28 50 119 37 232 26 30 30 101 107 143 31 203 45 30 86 64 65 46 74
leaf_count=122 176 68 156 328 138 127 25 31 124 108 28 50 119 37 232 26 30 30 101 107 143 31 203 45 30 86 64 65 46 74
internal_value=-0.000881057 -0.00297688 -0.000236842 -0.00382456 -0.00129032 4.75285e-05 -0.00521978 -0.00018302 -7.2314e-05 -0.000275938 6.0024e-05 0.000627724 0.000829576 -0.000266223 0.000774194 0.00204159 -0.00116981 -0.00375839 -0.000153061 0.0022973 -0.00156863 -0.000993789 0.00327177 0.0038484 0.00463087 -0.00353741 0.00168421 0.00148325 -0.000102041 0.00128571
internal_weight=2950 681 2269 559 206 2093 353 1966 1935 1811 1655 1136 1108 590 454 518 519 138 381 137 244 150 368 342 297 136 94 417 185 139
internal_count=2950 681 2269 559 206 2093 353 1966 1935 1811 1655 1136 1108 590 454 518 519 138 381 137 244 150 368 342 297 136 94 417 185 139
cat_boundaries=0 18 19 20 38 39 41 42 43 44 45 46 48
cat_threshold=131072 268435601 1141121024 524292 524288 134225984 0 536870912 33554432 134217728 32800 192 0 0 67108864 0 1073746064 384 84049920 131088 131072 128 67117056 0 0 0 0 0 33554432 0 32 0 0 0 67108864 0 128 384 18 16976928 2 266 1048578 57344 464 4 67158016 32
is_linear=0
shrinkage=0.04


Tree=421
num_leaves=31
num_cat=8
split_feature=8 7 2 8 12 12 12 3 3 4 2 0 2 2 2 3 5 0 4 6 3 2 0 1 4 2 6 0 2 2
split_gain=2.28813 2.34523 1.52793 1.70129 1.49104 1.40861 1.25681 0.964336 0.933279 0.866675 0.863254 0.847751 1.14107 1.11221 0.802051 0.78627 0.767179 0.955775 0.735673 0.717595 0.802967 1.57778 0.681952 0.665612 1.00988 0.819963 0.649016 0.703808 0.646227 0.976764
threshold=0 1 86.500000000000014 2 3 4 5 2009.5000000000002 1997.5000000000002 260.00000000000006 81.500000000000014 38.20000000000001 15.500000000000002 39.500000000000007 155.00000000000003 2010.5000000000002 1.5000000000000002 45.425000000000004 807475000.00000012 6 2007.5000000000002 12.500000000000002 18.500000000000004 5.5000000000000009 28.000000000000004 11.500000000000002 7 40.250000000000007 47.500000000000007 63.500000000000007
decision_type=9 9 8 9 9 9 9 8 8 10 10 10 10 10 8 10 10 8 8 9 10 10 10 10 10 10 9 10 10 10
left_child=6 10 3 23 8 -4 -1 -6 -5 15 -2 22 -13 -14 -11 26 17 19 -16 -10 -21 -22 28 24 -3 -25 27 -7 -9 -30
right_child=1 2 5 4 7 9 -8 11 16 14 -12 12 13 -15 18 -17 -18 -19 -20 20 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-2.0758342746418635e-06 4.4721801315183994e-05 1.7406476542838335e-05 -7.2983415303689011e-05 -0.00049497610928469268 7.6661900383001585e-05 6.4400187063995421e-06 -0.00012057347406493336 -8.3084333964933429e-06 -2.4916175233506975e-05 -0.00035402841506350315 0.0026738477532953554 -3.8768493077583347e-05 -0.00064475331016975443 -8.0996382052944686e-07 -0.0012713772450938165 -2.1641405528072255e-05 -3.1743953322660448e-05 6.7950130540452849e-05 1.6116638928096451e-05 6.4008537422921562e-06 -1.7132323244339887e-06 0.0022527539414709708 4.5792159841511193e-05 -0.00012032873962809277 2.7588800201741038e-05 2.3141950798510891e-05 -5.4595965169284001e-05 0.00063605231442100064 -0.0003855912275037099 -2.9376769783340253e-06
leaf_weight=120 182 196 108 36 47 150 220 185 196 26 30 183 88 35 28 25 64 49 37 429 31 35 80 26 37 36 131 58 30 35
leaf_count=120 182 196 108 36 47 150 220 185 196 26 30 183 88 35 28 25 64 49 37 429 31 35 80 26 37 36 131 58 30 35
internal_value=-0.000388548 2.30415e-05 -0.000342809 0.000219901 -0.000325945 -0.00216312 -0.0034188 -0.00170029 0.00079906 -0.00107296 0.00394619 -0.00213501 -0.00364821 -0.0066129 -0.00456522 -0.000219178 0.00109317 0.00145749 -0.00212121 0.00106936 0.00185771 0.00597015 -0.000725076 0.00294118 0.00401709 -0.000634921 0.000294118 0.00164384 -0.00175299 -0.00515152
internal_weight=2933 2593 2381 1818 1523 563 340 683 840 455 212 636 306 123 91 364 804 740 65 691 495 66 330 295 233 62 339 208 250 65
internal_count=2933 2593 2381 1818 1523 563 340 683 840 455 212 636 306 123 91 364 804 740 65 691 495 66 330 295 233 62 339 208 250 65
cat_boundaries=0 30 47 73 74 75 77 78 79
cat_threshold=1073741840 0 4 0 2147483648 1 524288 0 1 0 0 33687552 8256 0 0 0 0 0 33554432 0 0 0 0 0 0 1073758208 64 0 524288 4096 2 1 1073741824 2099200 0 2 0 268443648 0 0 0 256 128 0 0 0 4224 268435456 12 0 0 0 0 0 2147483648 0 32768 0 4 0 0 0 4096 0 0 0 0 256 0 0 8 0 268468224 67192130 1115392 1081408 32 146 140
is_linear=0
shrinkage=0.04


Tree=422
num_leaves=31
num_cat=8
split_feature=7 3 0 6 1 7 15 4 3 0 3 0 3 6 13 3 3 3 4 5 5 4 0 4 17 0 0 3 3 11
split_gain=2.3891 1.38562 1.18727 1.38125 1.20389 1.06883 0.906763 0.99526 0.763775 0.727215 0.712866 0.568923 0.42092 0.407411 1.02821 1.06228 1.37916 0.98014 0.765052 0.738848 0.636309 0.969388 0.590204 0.54981 0.663862 0.583356 0.707945 0.50585 0.886134 0.515964
threshold=0 2000.5000000000002 29.500000000000004 1 2.5000000000000004 2 3 4041470000.0000005 1992.5000000000002 18.500000000000004 2013.5000000000002 39.07500000000001 2009.5000000000002 4 5 2010.5000000000002 2018.5000000000002 2010.5000000000002 2772799500.0000005 2.5000000000000004 2.5000000000000004 21074995000.000004 40.675000000000004 4850.0000000000009 6 46.250000000000007 42.710000000000008 2012.5000000000002 2018.5000000000002 7
decision_type=9 8 10 9 10 9 9 8 10 10 8 10 8 9 9 10 10 10 10 8 8 8 8 10 9 10 10 10 10 9
left_child=2 8 -1 10 -5 6 -3 -8 -2 -9 -4 -11 -6 18 15 19 -17 20 23 -15 -16 -22 -23 24 -7 26 27 29 -29 -26
right_child=1 5 3 4 12 13 7 9 -10 11 -12 -13 -14 14 17 16 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=2.1893031456201585e-05 -3.147481853446266e-05 -6.4747788226071639e-07 0.00019648973320109066 -8.0152662510855069e-05 -0.001617996936704742 8.0020466788610636e-05 8.8101886806022376e-05 8.718224837451771e-05 -7.8607723501029623e-05 -4.212563078453968e-05 -4.49785809977854e-05 3.7488579780387e-05 -0.00040351295725216119 2.5550429487708471e-07 -0.00014815618433921429 0.00041465182455020512 -0.00031505979240421312 -0.00073976269419421929 6.3460650699767037e-05 -0.00024990048408632506 0.0010477634631590506 6.8537773497823204e-05 -1.9338312772028133e-05 -3.4437999444492108e-05 1.0182956457249759e-05 -6.7073474053600533e-05 0.00021536439972152265 -7.9811341999160842e-05 6.0458740632185485e-06 -2.8201698992091908e-06
leaf_weight=47 50 182 31 53 27 110 34 31 90 47 70 73 105 58 39 28 30 32 25 189 64 149 46 46 472 33 43 51 56 631
leaf_count=47 50 182 31 53 27 110 34 31 90 47 70 73 105 58 39 28 30 32 25 189 64 149 46 46 472 33 43 51 56 631
internal_value=-0.000530071 -0.000114504 -0.00366279 -0.00473868 -0.00663265 0.000105263 0.00206349 0.00397959 -0.00397163 0.00276316 -0.000535714 0.00132231 -0.00902256 -0.000246096 -0.00108359 -0.00272152 0.0020339 0.000469208 0.000121786 -0.00395161 0.00120401 0.00192308 0.000510204 0 0.000143164 -0.000123362 1.5949e-05 -0.000165153 -0.00277778 9.05797e-05
internal_weight=2942 2609 333 286 185 2469 367 185 140 151 101 120 132 2102 635 305 58 330 1467 247 298 259 195 1442 1396 1286 1253 1210 107 1103
internal_count=2942 2609 333 286 185 2469 367 185 140 151 101 120 132 2102 635 305 58 330 1467 247 298 259 195 1442 1396 1286 1253 1210 107 1103
cat_boundaries=0 18 19 36 37 38 39 40 43
cat_threshold=2 17 1107304448 524288 65536 8258 0 805306368 0 8208 32 128 0 0 0 0 0 256 146 0 128 536870912 2097152 0 134217728 0 8192 33619968 134217728 8192 0 128 0 67108864 32 1073741952 201326592 270 10 18 32 2147484672 524288
is_linear=0
shrinkage=0.04


Tree=423
num_leaves=31
num_cat=11
split_feature=7 7 12 0 4 2 1 2 2 0 8 12 0 2 2 4 2 0 2 0 2 7 12 12 6 0 11 2 2 9
split_gain=3.39824 1.96133 2.13505 1.2177 1.09391 0.964176 0.89612 0.980355 1.80941 1.08982 0.859521 1.10447 1.2078 0.849257 0.840659 0.77414 0.743695 0.736654 0.660153 0.613107 0.602246 0.585531 2.07702 1.10144 1.61562 1.02284 0.811666 1.55871 0.784448 0.778253
threshold=0 1 2 40.250000000000007 8747595000.0000019 9.5000000000000018 4.5000000000000009 224.50000000000003 50.500000000000007 37.250000000000007 3 4 38.20000000000001 99.000000000000014 24.500000000000004 10510.500000000002 4.5000000000000009 43.675000000000004 50.500000000000007 24.500000000000004 74.500000000000014 5 6 7 8 39.07500000000001 9 39.500000000000007 18.500000000000004 10
decision_type=9 9 9 8 8 8 8 10 10 10 9 9 10 8 8 10 10 10 10 8 10 9 9 9 9 10 9 10 8 9
left_child=6 2 5 10 15 -2 -1 8 9 19 16 12 -12 17 -14 -5 -3 -6 -18 -8 -16 22 -13 25 28 -23 27 -26 -25 -27
right_child=1 3 -4 4 13 -7 7 -9 -10 -11 11 21 14 -15 20 -17 18 -19 -20 -21 -22 23 -24 24 26 29 -28 -29 -30 -31
leaf_value=-1.6842619502170919e-05 -0.00029382727212766467 -0.0001126386609571739 -3.0448892343315494e-06 -7.6255387575159257e-05 -0.0018307094595107288 -8.8876192906042208e-05 6.8410504396965171e-05 3.7208673269901737e-05 -4.5690620920524339e-05 1.7043170591328762e-05 -5.1029937392002015e-05 -1.090353027116464e-05 4.0575199134451621e-05 0.00014939467281084972 -0.00074061735730218464 -0.00020448250605436868 9.8011759795184621e-05 -1.2826969568351387e-05 -7.3219552478320801e-05 0.00013009120002450915 4.0612688697194698e-06 -5.4671759174098612e-05 7.8752737376817098e-05 4.777957332184002e-05 -2.7219124855548672e-06 -4.6063147851320707e-05 2.8877715537731776e-05 -0.0003700438141723339 0.00029610176689502053 2.3972167996575422e-05
leaf_weight=30 46 28 204 27 33 184 46 38 75 156 183 111 129 54 65 26 156 135 32 29 39 188 103 58 107 146 171 34 51 234
leaf_count=30 46 28 204 27 33 184 46 38 75 156 183 111 129 54 65 26 156 135 32 29 39 188 103 58 107 146 171 34 51 234
internal_value=-0.000918123 -0.00144031 -0.00386517 -0.000924092 -0.0034058 -0.00647303 0.0025974 0.00324638 0.00247557 0.00422414 -0.000555556 -0.000871166 -0.00262295 -0.00215247 -0.000769231 -0.00851852 0.00176211 -0.0035503 0.00275132 0.00815789 -0.00342857 -0.000247117 0.0016 -0.00066 0.00087963 -0.0017962 -0.000619195 -0.00276316 0.00483333 -0.000629921
internal_weight=2918 2544 434 2110 275 230 374 344 306 231 1835 1619 416 222 233 53 216 168 188 75 104 1203 214 989 421 568 312 141 109 380
internal_count=2918 2544 434 2110 275 230 374 344 306 231 1835 1619 416 222 233 53 216 168 188 75 104 1203 214 989 421 568 312 141 109 380
cat_boundaries=0 15 33 34 55 57 74 76 77 78 81 83
cat_threshold=268435457 0 0 8192 0 134217730 0 8192 67584 134217728 8192 0 0 268435456 67108864 0 268435473 67108864 524288 34 8192 33554432 805306368 33554432 268435488 32768 0 0 0 0 0 4224 256 1246498 268435472 0 0 0 0 0 0 0 0 32768 0 4 10240 0 0 0 0 0 0 0 128 16843840 2 0 128 1073741824 2048 0 0 0 131072 0 0 0 0 0 0 0 0 16 51456 32 157730 258 4 0 524288 0 2048
is_linear=0
shrinkage=0.04


Tree=424
num_leaves=31
num_cat=12
split_feature=7 7 8 12 2 2 2 9 2 0 9 0 3 2 12 4 2 13 6 7 2 9 4 13 2 3 2 0 0 2
split_gain=2.51021 1.79618 2.1227 1.52368 1.39195 1.49799 1.00121 0.939959 0.882163 0.846195 0.921111 1.62543 1.34784 2.56827 1.32637 1.5149 1.2783 1.30841 1.28197 1.18561 1.28254 1.23301 1.66562 1.66772 1.59881 0.932352 1.28643 2.29263 2.20505 1.74964
threshold=0 1 2 3 12.500000000000002 24.500000000000004 14.500000000000002 4 3391.0000000000005 48.175000000000004 5 46.250000000000007 2004.5000000000002 41.500000000000007 6 4683340000.000001 18.500000000000004 7 8 9 10.500000000000002 10 199.50000000000003 11 4.5000000000000009 1998.5000000000002 39.500000000000007 16.750000000000004 16.750000000000004 89.500000000000014
decision_type=9 9 9 9 10 10 8 9 10 10 9 8 10 10 9 10 10 9 9 9 8 9 10 9 8 10 10 10 10 10
left_child=6 -2 3 4 -3 -6 -1 -5 9 10 12 14 13 -4 15 16 18 -18 -12 20 -16 22 23 -21 -25 26 28 -28 -19 -29
right_child=1 2 8 7 5 -7 -8 -9 -10 -11 11 -13 -14 -15 19 -17 17 25 -20 21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.00015071098463430134 -7.582598483296011e-05 1.9294694742200135e-05 5.9720442820321297e-06 -5.02723564977714e-06 0.00088119649501038565 0.00011275087633297432 1.7760437464815481e-05 1.4880687095057965e-05 -0.00095707752640691976 1.6294938740131216e-05 8.3616936539954167e-06 -7.9780599347856201e-05 -0.00013341036994624745 0.0016864741331757927 -3.5400343746658789e-05 -0.00087602298088533819 -5.9790418834708705e-05 -0.00010349070649159132 -0.00010635312313340251 -3.0681723544283556e-05 7.3594886757604168e-05 -0.00013227209749601344 9.4753145723238671e-05 6.6266711944749091e-05 4.5124984836775185e-07 -0.00016318115632817155 0.0038738832839743508 -5.6911598394222551e-05 8.9822580204454992e-05 0.00020771477465274303
leaf_weight=75 319 42 141 120 30 40 130 126 27 60 113 46 57 38 25 37 146 26 235 148 88 186 58 47 373 50 35 33 41 53
leaf_count=75 319 42 141 120 30 40 130 126 27 60 113 46 57 38 25 37 146 26 235 148 88 186 58 47 373 50 35 33 41 53
internal_value=-0.00035981 -0.000683388 -0.000304276 0.00249322 0.00617886 0.0101408 0.0037963 0.000622568 -0.000800386 -0.000706922 -0.000849772 -0.00116505 0.00145749 0.00322222 -0.000967552 -0.00217949 -0.00180082 -0.000207792 -0.00355301 6.41026e-05 0.00370968 -0.000486027 0.000376766 -0.000281195 0.00102088 0.00160643 0.00296296 0.00540984 -0.00147059 0.00183908
internal_weight=2945 2740 2421 358 112 70 205 246 2063 2036 1976 1740 236 179 1694 769 732 384 348 925 113 812 626 568 420 238 188 121 67 86
internal_count=2945 2740 2421 358 112 70 205 246 2063 2036 1976 1740 236 179 1694 769 732 384 348 925 113 812 626 568 420 238 188 121 67 86
cat_boundaries=0 18 36 60 61 63 65 67 68 69 86 88 89
cat_threshold=268451840 16 536879104 8832 0 2 0 0 0 134217728 40960 0 0 0 67108864 32 128 128 131073 1 100925440 2623488 0 64 0 805306368 0 0 0 128 16 0 0 0 0 256 268435456 8 0 0 2147483648 1 0 0 0 0 0 4 8192 1048576 268435456 4096 0 0 4096 2048 0 524288 4194304 8 1146944 0 2048 1073742080 20 16803874 2 2 448 0 0 0 4 32 0 0 0 65536 0 0 0 0 0 0 0 16 0 14336 4
is_linear=0
shrinkage=0.04


Tree=425
num_leaves=31
num_cat=8
split_feature=7 7 8 2 2 12 2 2 0 1 8 12 0 1 1 2 4 2 2 3 12 0 0 12 2 2 2 2 2 0
split_gain=1.91775 1.36048 1.30315 1.14295 1.0749 1.79429 0.960488 1.04164 1.32885 0.958151 0.900621 1.33069 1.30964 1.08126 0.956273 1.08959 1.0457 1.32954 0.869398 0.85794 0.846179 0.751446 0.731193 0.663732 0.996391 1.08397 0.71353 1.53758 0.761218 0.661058
threshold=0 1 2 50.500000000000007 3.5000000000000004 3 9.5000000000000018 36.500000000000007 29.500000000000004 2.5000000000000004 4 5 14.500000000000002 3.5000000000000004 5.5000000000000009 1.5000000000000002 62.500000000000007 147.50000000000003 22.500000000000004 1996.5000000000002 6 40.250000000000007 39.07500000000001 7 54.500000000000007 38.500000000000007 33.500000000000007 24.500000000000004 58.500000000000007 42.710000000000008
decision_type=9 9 9 8 8 9 10 10 10 8 9 9 10 10 10 8 10 10 10 10 9 10 10 9 10 10 10 8 10 10
left_child=3 4 22 21 -2 -6 -7 -8 -9 -4 20 13 -13 -12 15 -14 17 19 -18 23 -11 -1 -3 24 25 -17 27 -25 -28 -5
right_child=1 2 9 29 5 6 7 8 -10 10 11 12 14 -15 -16 16 18 -19 -20 -21 -22 -23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=0.00027829289341120501 1.2796563029766617e-05 -0.00015498478451853259 0.00028829271046099336 -3.4300403025824269e-05 5.9223984568745892e-06 -4.5861394340533934e-05 -0.00018377918910985613 0.0003238285667766405 -0.0001477457174722474 -1.1724141662661226e-05 0.00013088424791376951 -0.00021693946079629712 -0.0012219503275034073 -3.2814108485652585e-05 2.4584042623345683e-05 9.181342359433132e-05 -6.1927854746670624e-05 -0.00077002047298481814 1.0697923539737531e-06 -3.6295126221759231e-05 1.6385503838556305e-05 1.9409201597397896e-06 -2.1209530108805552e-05 7.534868118526106e-06 0.00023755679869225333 -1.5769588478704576e-05 0.0018042801800223884 -0.00022641921469563898 -1.9827111801902221e-05 1.2003885557412275e-05
leaf_weight=151 30 55 33 77 105 52 84 26 45 128 74 59 27 472 158 248 88 52 87 166 248 59 157 107 41 25 26 40 25 26
leaf_count=151 30 55 33 77 105 52 84 26 45 128 74 59 27 472 158 248 88 52 87 166 248 59 157 107 41 25 26 40 25 26
internal_value=-0.000504711 -0.000854253 -0.000498496 0.00240741 -0.0031728 -0.00396166 -0.0059633 -0.00782051 -0.00416667 -0.000189125 -0.000299228 -0.000691676 8.62069e-05 -0.00229803 0.0004033 -8.57449e-05 0.000154525 0.000820793 -0.00261364 0.00129602 0.00144703 0.00417062 -0.00340807 0.00210526 0.0032 0.00240876 0.000191388 -0.00121622 0.00423077 -0.000961538
internal_weight=2971 2658 2316 313 342 312 207 155 71 2104 2071 1695 1149 546 1090 932 905 730 175 678 376 210 212 512 314 273 198 147 51 103
internal_count=2971 2658 2316 313 342 312 207 155 71 2104 2071 1695 1149 546 1090 932 905 730 175 678 376 210 212 512 314 273 198 147 51 103
cat_boundaries=0 18 36 63 64 85 87 89 91
cat_threshold=268435458 144 1048576 2105856 2 8194 0 0 0 134225920 0 0 16 0 67108864 0 0 256 0 268435456 603987968 524292 0 64 0 536870912 0 268435488 32 0 128 0 0 0 1073741824 128 1342177296 2 4 0 0 1 0 2147483648 1 0 0 2048 0 0 0 0 0 0 33554432 10240 0 0 0 8 0 16384 68 67177536 0 4 0 134217728 0 0 0 0 0 0 0 4 8192 0 0 4096 0 0 4096 0 384 17836352 2 229376 32 82946 32
is_linear=0
shrinkage=0.04


Tree=426
num_leaves=31
num_cat=12
split_feature=8 12 9 4 12 2 12 9 0 4 14 9 2 3 4 12 2 13 3 0 2 6 0 4 2 4 8 2 3 3
split_gain=1.90637 1.44832 1.41203 2.09409 1.87264 2.12513 1.74552 1.36112 3.10641 1.18285 1.17005 1.26892 1.06622 1.25661 0.925648 0.855318 0.828188 0.852667 1.27747 0.890701 1.36542 0.82453 0.836814 1.27965 0.796426 0.770506 0.750646 1.80094 1.8361 1.67748
threshold=0 1 2 520.00000000000011 3 6.5000000000000009 4 5 44.07500000000001 575.00000000000011 6 7 58.500000000000007 2002.5000000000002 199.50000000000003 8 898.00000000000011 9 1980.5000000000002 35.600000000000009 23.500000000000004 10 30.500000000000004 6789.5000000000009 44.500000000000007 28.000000000000004 11 12.500000000000002 2009.5000000000002 2001.5000000000002
decision_type=9 9 9 8 9 10 9 9 10 10 9 9 10 10 10 9 8 9 10 10 10 9 10 10 10 10 9 10 10 10
left_child=1 -1 3 -2 5 -5 9 12 -9 16 14 26 13 15 -8 -3 17 24 19 -19 -21 22 -6 -24 -4 -17 -12 -28 29 -29
right_child=2 7 6 4 21 -7 10 8 -10 -11 11 -13 -14 -15 -16 25 -18 18 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-7.5529262876408156e-05 -0.00076022710217042548 1.9342309928802592e-05 -3.7484763905837326e-06 -0.00011531605828789538 0.00038486126257723189 0.00015205656877220975 -0.00025618943821584142 -2.7428336889272486e-05 -0.00012521091993569655 -0.00015878447416131536 0.00024561871712482032 0.00082786936006378658 -1.9034027329851711e-05 0.00022097662268386387 9.33979024729581e-06 -1.5138804939525131e-05 -0.00015109962153541544 -4.9875863865622709e-08 -3.2457220793560285e-05 0.00043851125690800078 8.0863089452520859e-05 -5.945074055681232e-05 -0.00019507966789859667 0.0015011272515533848 -0.00068145522180877553 9.1095178220044199e-05 8.6098331615644952e-05 -8.7086281229176163e-06 -0.00030774087311506547 0.00095122034973492474
leaf_weight=104 40 141 93 70 25 167 53 238 30 32 106 162 151 61 63 273 28 31 35 32 33 262 97 25 35 25 227 261 42 38
leaf_count=104 40 141 93 70 25 167 53 238 30 32 106 162 151 61 63 273 28 31 35 32 33 262 97 25 35 25 227 261 42 38
internal_value=-0.000254948 -0.0016441 0.000477642 -0.00097561 -0.000432767 0.00233871 0.00126365 -0.00109677 -0.00344086 -0.00127273 0.00211838 0.00264463 -9.06344e-05 0.000798403 -0.0015748 4.54545e-05 -0.000486111 0.000230769 0.00239437 0.00494845 0.00757576 -0.00204762 0.000379747 -0.00097561 -0.00201439 -0.00116505 0.00181022 0.00117444 -0.000643275 0.000466667
internal_weight=2980 1023 1957 686 646 237 1271 919 268 319 952 836 651 500 116 439 287 259 131 96 65 409 147 122 128 298 674 568 341 299
internal_count=2980 1023 1957 686 646 237 1271 919 268 319 952 836 651 500 116 439 287 259 131 96 65 409 147 122 128 298 674 568 341 299
cat_boundaries=0 29 31 33 35 37 39 40 42 43 44 45 68
cat_threshold=16 0 4 0 65536 1 262144 2147483648 0 0 0 133120 2112 0 268435456 4096 0 0 4096 0 2147483648 0 16777216 0 0 1073741824 64 0 524288 16777472 2 0 20628 67291232 2 67321888 2 0 18576 131089 0 2048 67338272 2 384 0 0 0 0 0 0 0 0 0 0 0 4 8192 0 0 0 0 0 0 0 256 0 4194304
is_linear=0
shrinkage=0.04


Tree=427
num_leaves=31
num_cat=13
split_feature=7 8 12 12 3 6 2 2 12 5 6 2 13 2 17 11 4 0 0 4 13 12 3 6 2 0 4 4 2 0
split_gain=1.96898 1.41016 2.10371 1.64982 1.64098 1.01462 1.18196 1.02011 0.946702 1.47659 0.92889 0.827832 0.99947 0.931186 0.784938 1.24077 1.02308 1.05456 0.940845 1.22188 1.15108 0.992692 0.853002 0.828919 1.07403 0.817421 0.728613 0.727029 0.680457 0.601215
threshold=0 1 2 3 1995.5000000000002 4 56.500000000000007 4.5000000000000009 5 1.0000000180025095e-35 6 32.500000000000007 7 13.500000000000002 8 9 4850.0000000000009 40.250000000000007 42.710000000000008 575.00000000000011 10 11 1977.5000000000002 12 57.500000000000007 42.710000000000008 4350.0000000000009 625.00000000000011 45.500000000000007 33.175000000000004
decision_type=9 9 9 9 10 9 8 10 9 10 9 10 9 10 9 9 10 10 10 10 9 9 10 9 10 10 10 8 10 8
left_child=8 2 4 5 28 6 -3 -7 11 -10 29 12 -1 26 16 22 25 -18 19 20 23 -22 -16 -17 -25 -5 -14 -4 -2 -9
right_child=1 3 27 14 -6 7 -8 10 9 -11 -12 -13 13 -15 15 18 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00021335246250760775 5.5204884853665708e-06 -8.4244074780635001e-05 6.3158880952443041e-05 6.0194934398936087e-05 -0.00036630229289272623 -0.00019406384840184643 2.8904045157531756e-05 -5.8976561158559093e-05 -1.8340318376459664e-05 0.00016858040450749457 0.00026484292267348053 -0.00042461107280345801 -5.2077513300829997e-06 2.8429947290753433e-05 0.00055852763760888991 0.0001567891373163377 -5.7072710934562568e-05 5.5063778943775785e-06 0.00025031933661644244 0.0034967987725612205 0.00018279334250529189 -5.9363310022320093e-05 1.1251741372468871e-05 -4.7672120919592942e-05 0.00045257382951163549 -0.00016041280407840474 -9.5072181162123579e-05 -1.9152025249837834e-05 0.00055711944011310527 -1.0807147800200311e-05
leaf_weight=108 116 94 37 169 28 82 39 25 222 32 143 89 58 42 68 127 37 37 88 32 107 247 50 78 32 25 27 498 76 88
leaf_count=108 116 94 37 169 28 82 39 25 222 32 143 89 58 42 68 127 37 37 88 32 107 247 50 78 32 25 27 498 76 88
internal_value=-0.000447967 7.71208e-05 -0.00133159 0.000759975 0.00190476 -0.00120332 -0.00402778 0 -0.00251273 -0.000603774 0.00124514 -0.0039403 -0.00279661 -0.000144928 0.0016065 0.00221429 -0.000286738 -0.00426667 0.00152355 0.00099359 0.000574324 -0.000876712 0.00589147 0.00266129 0 0.00123077 -0.00255814 -0.00267399 0.00331606 -0.00145161
internal_weight=2901 2323 755 1568 220 471 133 338 578 254 256 324 235 127 1097 829 268 74 711 623 591 354 118 237 110 194 85 535 192 113
internal_count=2901 2323 755 1568 220 471 133 338 578 254 256 324 235 127 1097 829 268 74 711 623 591 354 118 237 110 194 85 535 192 113
cat_boundaries=0 18 45 46 47 48 50 51 52 53 55 56 58 59
cat_threshold=131075 16 68165632 0 65538 8194 0 809500672 33554432 8224 8224 128 0 268435456 67108864 32 1073741840 128 0 0 4 0 0 1 262144 2147483648 0 0 0 2048 0 0 0 0 0 0 33558528 8192 0 0 20971520 0 0 1073758208 68 175104 67292192 12 1116418 34 384 2 10 49152 1024 12 16777536 2 92
is_linear=0
shrinkage=0.04


Tree=428
num_leaves=31
num_cat=12
split_feature=8 8 12 9 2 2 2 6 3 1 12 3 8 4 12 2 2 2 2 4 8 2 6 1 2 12 2 3 12 2
split_gain=1.44842 1.07034 1.00091 1.62727 1.44452 1.36459 1.76203 1.25835 1.33772 1.20509 1.0673 0.995237 0.906027 1.04371 0.823898 1.00822 0.887144 0.981839 1.26364 0.867509 0.807691 1.02465 0.868885 1.07962 0.771285 0.767082 0.760428 0.731778 0.727384 1.32612
threshold=0 1 2 3 15.500000000000002 30.500000000000004 27.500000000000004 4 2014.5000000000002 5.5000000000000009 5 2013.5000000000002 6 152.50000000000003 7 18.500000000000004 9.5000000000000018 59.500000000000007 119.00000000000001 141.00000000000003 8 14.500000000000002 9 5.5000000000000009 21.500000000000004 10 71.500000000000014 2004.5000000000002 11 17.500000000000004
decision_type=9 9 9 9 8 10 10 9 8 10 9 10 9 10 9 8 10 10 10 10 9 8 9 8 8 9 10 10 9 8
left_child=14 28 3 4 -3 6 20 8 -4 10 11 -9 26 -14 15 -1 -16 19 -19 -18 21 -5 23 -22 -23 -24 -7 -27 29 -2
right_child=1 2 7 5 -6 12 -8 9 -10 -11 -12 -13 13 -15 16 -17 17 18 -20 -21 22 24 25 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00011464396697146384 -0.00011776994130528351 2.0788177148034493e-06 -0.00017179420510757382 6.0708288439492718e-05 -0.00014165747228744863 2.0246473889145023e-05 -0.00014265004684688165 5.3966666383900017e-05 -2.7164416655267589e-05 0.0021316076881711154 -8.1804915713306063e-05 -0.00012977707782297899 0.00028138253430846303 -4.8701470124008496e-05 -4.664229623895011e-05 4.1819922261865373e-06 6.039978290360182e-05 -6.1175039446759169e-05 1.0118271330341599e-05 -1.8541326591297037e-05 -1.227733718117463e-05 -3.6323192024809713e-05 0.00010865062260315028 -0.00043640975643604918 0.00020099973314984256 -0.00010149126366219008 -4.0557443841180427e-05 7.5742774658280605e-05 -5.4348204623977378e-06 -8.449819395821123e-05
leaf_weight=76 41 137 26 44 137 97 44 181 429 32 160 26 203 58 92 68 125 38 44 30 85 29 117 35 53 240 44 47 173 65
leaf_count=76 41 137 26 44 137 97 44 181 429 32 160 26 203 58 92 68 125 38 44 30 85 29 117 35 53 240 44 47 173 65
internal_value=-0.000564327 -0.000946698 -0.000644295 2.89645e-05 -0.00266667 0.000722674 -0.000345324 -0.00171098 -0.00313305 -4.87805e-05 -0.000706522 0.00119266 0.00258065 0.00389706 0.00144628 0.00387097 0.000294118 0.00159664 -0.00192771 0.00346154 0.000184332 0.00291971 -0.000523364 -0.00335878 0.000481928 0.000385542 -0.000131579 -0.000738255 -0.00324138 -0.00581197
internal_weight=2976 2503 2224 1370 274 1096 694 854 455 399 367 207 402 261 473 144 329 237 82 155 650 126 524 120 82 404 141 287 279 106
internal_count=2976 2503 2224 1370 274 1096 694 854 455 399 367 207 402 261 473 144 329 237 82 155 650 126 524 120 82 404 141 287 279 106
cat_boundaries=0 30 60 62 64 65 67 90 91 114 115 117 118
cat_threshold=0 12 0 0 0 1 262144 0 0 32768 0 4 0 1048576 0 0 0 0 0 8192 256 524288 0 8 0 268435456 0 0 0 8192 268435472 0 0 0 0 0 0 0 0 0 0 2048 64 0 268435456 0 0 0 33554432 2050 2147483776 0 0 0 0 32768 0 0 524288 4096 237602 32 1 4272 280 67110208 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 68190272 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16777216 88 196608 32 67225632
is_linear=0
shrinkage=0.04


Tree=429
num_leaves=31
num_cat=11
split_feature=8 7 12 2 12 0 0 9 12 2 0 2 2 12 12 2 6 2 7 2 2 2 2 3 2 2 2 18 2 2
split_gain=2.77417 2.9181 1.91137 2.05636 1.69017 1.65279 1.54778 1.08764 1.65979 2.09369 1.7489 1.66803 1.39146 3.35981 1.47649 2.08694 1.16728 1.03706 0.925207 1.39582 1.36545 0.916363 0.849187 0.800248 0.793131 1.45957 0.782077 0.771317 1.46677 0.698349
threshold=0 1 2 2.5000000000000004 3 39.07500000000001 42.250000000000007 4 5 34.500000000000007 36.400000000000006 54.500000000000007 24.500000000000004 6 7 16.500000000000004 8 7.5000000000000009 9 35.500000000000007 74.500000000000014 15.500000000000002 11.500000000000002 2007.5000000000002 41.500000000000007 26.500000000000004 20.500000000000004 10 25.500000000000004 20.500000000000004
decision_type=9 9 9 8 9 10 10 9 9 10 10 8 10 9 9 8 9 10 9 10 10 10 10 10 10 10 10 9 8 8
left_child=4 2 18 -4 5 29 17 12 10 -10 -9 21 14 23 -3 16 -16 -6 20 27 -2 -12 -19 -14 25 -24 -7 -20 -29 -1
right_child=1 7 3 -5 6 26 -8 8 9 -11 11 -13 13 -15 15 -17 -18 22 19 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.2281233892348385e-05 -1.622474240740246e-05 -1.4410920347103229e-05 6.3913990161381661e-05 -3.9497512717900918e-06 -4.5505860238392867e-06 4.2755878303282202e-05 -0.00093298078353576841 -0.00020609291483161485 0.00017428279946841486 0.00076615971440340046 2.8554980286514819e-05 0.00098606795495040692 0.00011666089332308616 -9.1072130777156707e-05 4.2429273545181443e-05 0.0013037183147613619 -3.4215904818637458e-05 -0.00078949267549472074 -0.0016840252891437758 -0.00028866207121623687 0.00011701086926628079 -0.00062283213634756868 -0.00012692341343040425 -3.9810031371771968e-05 -0.00052625930537651298 5.3160166356107654e-05 0.0012532166154961644 -0.00011116007511667192 0.00054128968378442722 -0.00012118484459421097
leaf_weight=25 223 268 29 434 76 27 37 35 188 63 89 44 100 308 101 102 154 28 30 101 25 49 69 27 57 33 26 106 39 31
leaf_count=25 223 268 29 434 76 27 37 35 188 63 89 44 100 308 101 102 154 28 30 101 25 49 69 27 57 33 26 106 39 31
internal_value=-0.000847863 -0.000340459 -0.00202405 -0.000126582 -0.00385714 0.0005 -0.00540193 0.000753736 0.0023382 0.00450382 -0.000263158 0.00131148 3.73483e-05 -0.00169725 0.00124601 0.00288043 0.00101563 -0.0044697 -0.00366355 -0.00529617 -0.00169884 -0.000863309 -0.00606383 0.00362319 -0.004875 -0.00271845 0.00555556 -0.00329545 -0.00205479 -0.00421053
internal_weight=2924 2515 987 463 409 109 300 1528 468 251 217 182 1060 435 625 357 255 263 524 276 248 138 187 127 159 102 53 175 145 56
internal_count=2924 2515 987 463 409 109 300 1528 468 251 217 182 1060 435 625 357 255 263 524 276 248 138 187 127 159 102 53 175 145 56
cat_boundaries=0 30 47 48 49 51 52 53 55 56 64 65
cat_threshold=1342177296 2 0 0 65536 0 0 0 1 0 0 33554436 64 1048576 0 0 0 0 33554432 10240 2147483776 0 0 0 0 1073741824 4 0 524288 4096 0 128 33554432 2886148 524288 64 131072 131072 65536 0 32 192 16 0 0 0 1073745936 17852738 17965376 256 14496 17835074 74816 16852320 32 140 0 0 0 0 0 0 131072 131072 4
is_linear=0
shrinkage=0.04


Tree=430
num_leaves=31
num_cat=8
split_feature=7 12 3 0 12 1 2 4 2 4 7 7 12 9 4 2 1 4 2 0 3 11 0 2 2 1 1 2 2 2
split_gain=2.96583 3.03519 1.74462 1.55301 1.25258 1.19807 1.16114 1.48124 1.35628 1.29483 1.09978 1.00706 1.14065 1.08672 0.853025 0.795721 1.5051 0.768773 0.917194 0.840054 0.753276 0.735232 1.03657 0.717176 1.05603 0.72872 0.706388 0.687317 0.915056 0.639929
threshold=0 1 2019.5000000000002 39.07500000000001 2 5.5000000000000009 8.5000000000000018 1642125000.0000002 6.5000000000000009 1514.5000000000002 3 4 5 6 12415638000.000002 4.5000000000000009 4.5000000000000009 3681544000.0000005 19.500000000000004 18.500000000000004 2012.5000000000002 7 18.500000000000004 23.500000000000004 69.500000000000014 4.5000000000000009 4.5000000000000009 455.00000000000006 105.50000000000001 7.5000000000000009
decision_type=9 9 8 10 9 10 8 8 10 8 9 9 9 9 8 10 10 8 8 10 10 9 10 10 10 10 10 8 10 10
left_child=1 2 20 4 15 17 7 -5 -9 -8 21 -11 -13 27 -4 -2 -17 -6 29 -20 -1 22 -3 25 -25 -23 -21 28 -14 -19
right_child=3 10 14 6 5 -7 9 8 -10 11 -12 12 13 -15 -16 16 -18 18 19 26 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.6690205332282632e-05 -0.00020266649590560347 0.00040394811329687031 -6.4087087613486912e-05 -0.00035973248951478356 0.00066998197498350013 -4.5475746716761023e-05 0.00034065266162592423 4.2422628710170332e-05 0.00086770561342945033 4.5705452404156689e-05 -4.3452121925966478e-05 -5.1166673158320465e-05 2.2464513753632786e-05 -3.5837332196742014e-05 -1.7143258302425579e-05 0.0018855390149627028 -6.0236407015743514e-05 8.3297623932310212e-06 -0.00013404375816534754 -9.3301796384075432e-05 -0.0003577569990955709 1.079805346034135e-05 1.2992091465839906e-05 4.4351337559049854e-05 -5.2910981075697807e-05 -2.442997191081986e-05 9.6144973145442233e-05 0.00068602872605534766 -0.00017478623070768862 0.00063633345345980529
leaf_weight=38 62 44 59 52 27 49 46 218 50 102 231 217 251 252 315 41 136 33 38 36 26 38 84 151 67 110 48 62 26 32
leaf_count=38 62 44 59 52 27 49 46 218 50 102 231 217 251 252 315 41 136 33 38 36 26 38 84 151 67 110 48 62 26 32
internal_value=-0.000740993 -0.00229983 -0.00489978 0.000290665 -0.00159046 0.000364964 0.00103367 0.00311526 0.00431227 0.000334378 -0.000679348 0 -0.0004884 0.000431894 -0.00394667 -0.0036 -0.00235955 0.00167442 0.000744681 -0.00130081 -0.0110769 0.00039604 0.0028777 -0.000530504 0.000913242 -0.00268456 0.000941176 0.00188571 0.00107914 0.00454545
internal_weight=2941 1163 438 1778 502 263 1276 320 268 956 725 910 808 591 374 239 177 214 187 122 64 494 128 366 218 148 84 339 277 65
internal_count=2941 1163 438 1778 502 263 1276 320 268 956 725 910 808 591 374 239 177 214 187 122 64 494 128 366 218 148 84 339 277 65
cat_boundaries=0 18 19 21 38 47 48 50 52
cat_threshold=147456 49 100925440 2097156 32 134217792 33685504 541196288 0 402661408 40992 0 128 0 0 0 4240 128 16850978 16786498 32 131072 0 0 4 32 134217728 131072 131072 0 8224 0 0 0 0 0 0 4096 2 128 0 8192 0 0 0 0 2048 18022688 0 10288 4 2147483648
is_linear=0
shrinkage=0.04


Tree=431
num_leaves=31
num_cat=10
split_feature=7 0 7 12 2 2 7 2 0 12 2 2 2 12 4 2 4 2 6 1 17 6 2 6 0 2 2 0 0 4
split_gain=2.29097 1.11933 1.08543 1.68984 1.17303 0.922466 0.88886 1.11159 0.783806 0.691012 0.666783 0.635729 0.634158 0.593888 1.6865 1.13313 1.02445 1.07121 1.59723 1.01072 0.942736 0.771125 1.3405 0.756947 0.96768 0.74389 0.781926 0.718236 0.689909 0.68521
threshold=0 35.250000000000007 1 2 70.500000000000014 29.500000000000004 3 14.500000000000002 39.07500000000001 4 7.5000000000000009 13.500000000000002 5.5000000000000009 5 8.0000000000000018 15.500000000000002 152.50000000000003 14.500000000000002 6 2.5000000000000004 7 8 50.500000000000007 9 35.600000000000009 136.50000000000003 898.00000000000011 39.07500000000001 36.900000000000006 1514.5000000000002
decision_type=9 10 9 9 10 10 9 10 10 9 8 10 10 9 10 8 8 10 9 10 9 9 8 9 10 10 10 10 10 10
left_child=1 9 3 8 5 10 12 -8 -2 11 -5 -1 -3 14 20 -16 -15 18 27 29 -4 28 -23 -20 -25 -21 -27 -18 -22 -19
right_child=2 6 13 4 -6 -7 7 -9 -10 -11 -12 -13 -14 16 15 -17 17 19 23 25 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-9.3361420402970915e-05 0.00016791203100599005 -0.0011149804533871687 -2.6929453279862513e-05 2.6074956847743635e-05 -0.00025305768350499137 0.00024757677868926466 -0.00020829377563934769 -0.0001255284290837011 3.7382400973839935e-05 -3.5195139571086998e-06 -2.7837754745121403e-05 -2.0124184933081323e-05 -1.335509139934743e-06 0.00078769310590786289 -1.1881725478843919e-05 -0.00012370961863645392 -8.4270219046800326e-06 -0.0015092639599745183 2.1468003958204917e-05 -2.2636969233005288e-05 3.4204454137665155e-06 8.9668021008115775e-05 -0.00010040600781351828 -0.000295692213299148 -1.6872956548645844e-05 0.0003971823932659646 -0.00020692990860442961 0.00066018671266263593 -8.9501623074284003e-05 -9.9090068827258903e-05
leaf_weight=31 42 26 113 34 37 61 78 76 67 252 81 76 92 31 46 79 41 36 125 495 120 206 107 25 112 55 32 136 177 28
leaf_count=31 42 26 113 34 37 61 78 76 67 252 81 76 92 31 46 79 41 36 125 495 120 206 107 25 112 55 32 136 177 28
internal_value=-0.00103496 -0.00314642 -0.00043535 0.00168168 -0.000446429 0.000903955 -0.00512821 -0.0070303 0.0055 -0.00172222 -0.0012069 -0.00423729 -0.00186047 -0.000789873 -0.00158324 -0.00587302 -0.000177462 -0.00038674 0.00113636 -0.00142195 -0.000856354 -0.000193237 0.00117284 -0.000879121 -0.00283784 -0.000891938 0.0025 0.00393617 -0.00162338 -0.00615385
internal_weight=2917 631 2286 322 213 176 272 154 109 359 115 107 118 1964 848 125 1116 1085 439 646 723 610 313 262 137 582 87 177 297 64
internal_count=2917 631 2286 322 213 176 272 154 109 359 115 107 118 1964 848 125 1116 1085 439 646 723 610 313 262 137 582 87 177 297 64
cat_boundaries=0 18 36 37 48 49 50 51 52 53 54
cat_threshold=131074 16 0 2099204 524290 64 0 541196288 0 536870912 8192 128 128 0 0 0 0 256 268451841 0 1048576 8192 0 134225920 0 268435456 33619968 0 32768 0 16 0 0 32 0 128 100416 0 0 0 2052 2 0 0 536870912 0 0 8192 16795936 85042208 200 12 76 6
is_linear=0
shrinkage=0.04


Tree=432
num_leaves=31
num_cat=14
split_feature=7 3 5 12 7 0 8 12 8 9 12 6 12 15 5 12 0 6 0 0 0 0 0 6 3 0 0 0 0 1
split_gain=2.72846 2.97155 1.5029 1.43926 1.43651 1.24107 1.22419 1.656 1.12998 0.962518 1.5016 1.06461 1.78734 1.28293 1.16207 0.980417 1.01656 0.900686 0.79969 0.69696 0.672856 1.11577 0.553587 0.522988 0.830232 0.674173 0.51184 0.491412 0.64191 0.484959
threshold=0 2021.5000000000002 1.5000000000000002 1 2 52.740000000000002 3 4 5 6 7 8 9 10 2.5000000000000004 11 31.500000000000004 12 35.600000000000009 40.250000000000007 39.07500000000001 35.600000000000009 33.175000000000004 13 2021.5000000000002 44.07500000000001 42.250000000000007 27.250000000000004 16.750000000000004 5.5000000000000009
decision_type=9 8 10 9 9 8 9 9 9 9 9 9 9 9 10 9 10 9 10 10 10 10 10 9 8 10 10 10 10 10
left_child=1 -1 3 20 -2 6 7 -6 -5 11 23 13 -13 22 15 16 -15 -10 -14 27 21 -3 -8 25 -25 -11 -19 28 -17 -24
right_child=4 2 -4 8 5 -7 9 -9 17 10 -12 12 18 14 -16 19 -18 26 -20 -21 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.7020282295662243e-05 0.00011341249683407994 -2.7163686346582948e-05 7.8670774562432657e-05 1.4316968058523117e-05 -9.606121179643879e-06 -8.6765693313992643e-05 -0.00020429606817494062 6.1906343070532445e-05 -0.0001128745134696274 -7.2773567375818978e-05 -8.7531110475573825e-05 -2.0337740945386428e-05 0.00034150052324829263 -4.0843750197936401e-05 -7.4526268753345449e-05 -5.5302541340651598e-06 -2.03349993066837e-05 3.5766432424360062e-05 5.3236725681529153e-05 0.00012089738488334945 -0.00033038135478665967 0.00016503440084726152 -0.00019963040581608027 0.0012960974292708372 0.00029456777157555792 0.00071434206109429962 -1.4449694405058721e-05 -2.8314562040776537e-06 0.00016047797604592517 -3.9806193456115579e-05
leaf_weight=126 106 142 34 159 108 49 34 262 112 97 166 274 26 30 34 32 229 98 147 26 114 25 25 46 123 27 30 172 25 48
leaf_count=126 106 142 34 159 108 49 34 262 112 97 166 274 26 30 34 32 229 98 147 26 114 25 25 46 123 27 30 172 25 48
internal_value=-0.000300649 -0.00220917 -0.00123077 -0.00164464 0.000476872 0.000220994 0.000383023 0.0024147 -4.87805e-05 -0.000114504 0.00140426 -0.000754717 0.000742358 -0.00177177 -0.000930233 -0.000466019 -0.00214815 -0.00175299 0.00380435 0.0012782 -0.00376712 -0.0022619 -0.00559322 0.00309211 0.00455556 0.000888889 0.00057554 0.000608696 0.0037931 -0.00405405
internal_weight=2926 840 714 680 2086 1980 1931 370 399 1561 459 1102 447 655 548 514 259 240 173 255 281 167 107 293 169 124 128 229 57 73
internal_count=2926 840 714 680 2086 1980 1931 370 399 1561 459 1102 447 655 548 514 259 240 173 255 281 167 107 293 169 124 128 229 57 73
cat_boundaries=0 18 20 33 62 63 86 88 90 91 93 94 95 96 97
cat_threshold=131072 16 1610620928 4 65536 66 33554432 541196288 33556480 134225920 32 0 128 268435456 0 0 1073745936 32768 16793634 32 268435456 0 0 0 0 134217728 0 268443648 0 0 32768 320 16 16 0 0 0 2147549184 0 0 0 0 32768 0 0 8192 0 0 0 0 0 4096 2048 0 0 16777216 0 0 0 0 0 524288 155936 0 0 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 0 20971520 256 6276 16875778 32 456 83962114 32 2281701376 230402 10 130
is_linear=0
shrinkage=0.04


Tree=433
num_leaves=31
num_cat=12
split_feature=8 7 12 7 2 12 4 9 3 6 8 4 4 0 2 0 12 2 2 2 2 2 13 3 0 2 6 2 12 2
split_gain=2.8478 2.21221 2.27377 1.47096 1.58943 1.37822 1.12849 0.92395 0.859172 0.852643 0.742188 0.911086 0.887266 0.68898 0.682947 0.955618 0.670319 0.677096 0.668634 0.737284 0.668506 0.633281 0.625594 0.987367 1.0043 1.18885 0.785896 1.53784 0.92407 1.0408
threshold=0 1 2 3 6.5000000000000009 4 7085990000.000001 5 2021.5000000000002 6 7 38500.000000000007 3023950000.0000005 40.250000000000007 5.5000000000000009 32.500000000000007 8 1.5000000000000002 23.500000000000004 16.500000000000004 9.5000000000000018 3800.0000000000005 9 2012.5000000000002 43.675000000000004 92.500000000000014 10 145.50000000000003 11 15.500000000000002
decision_type=9 9 9 9 8 9 8 9 8 9 9 8 10 10 10 10 9 8 10 10 10 8 9 8 10 10 9 8 9 8
left_child=-1 2 -2 4 -3 -5 -4 -7 -8 21 11 -9 16 -6 -11 -16 18 -18 19 20 -12 -10 23 -19 25 -25 27 -24 29 -28
right_child=1 3 6 5 13 7 8 10 9 14 12 -13 -14 -15 15 -17 17 22 -20 -21 -22 -23 26 24 -26 -27 28 -29 -30 -31
leaf_value=5.8590019476305598e-05 1.2006853557622321e-05 -0.00048595190562707559 -0.00010719456772694258 -4.4109700457894975e-05 0.0002099517440051102 0.00029227921718941733 -9.2336060688609227e-05 -6.8074689115675831e-05 -0.00038081741642457699 -0.00021973371038864543 -9.1695973436429766e-05 -1.9521599334382245e-05 -0.00053858086969142964 3.9959929890542871e-05 -5.3994063671858332e-05 3.4902072802722732e-05 8.2267460268781181e-05 -4.5523952074546518e-05 1.7963907355778021e-06 -0.00014399764415813366 5.3982644763550524e-06 -6.1916874310696807e-05 0.00038647042487014008 -9.8189769479972719e-06 0.00033461313368370326 0.00037519561989462602 -0.00011953053666594827 -0.0002815637629111478 -1.7464574842485093e-05 0.00066138277996074634
leaf_weight=208 103 33 62 445 117 106 68 33 68 26 112 197 26 60 50 40 44 61 213 35 41 37 77 292 26 26 27 25 194 90
leaf_count=208 103 33 62 445 117 106 68 33 68 26 112 197 26 60 50 40 44 61 213 35 41 37 77 292 26 26 27 25 194 90
internal_value=-0.000747537 -0.0010929 -0.0036129 -0.000576168 0.00253394 -0.000903412 -0.00513812 -0.000354523 -0.0042069 -0.00297297 -0.000614379 -0.0026556 -0.000230769 0.0041573 -0.000314961 0.00131868 -7.91139e-05 0.000549828 -0.00140777 -0.0031746 -0.00194805 -0.00534483 0.00029304 -0.000817308 0 -0.000626959 0.00136792 0.00424779 0.000310559 0.00296875
internal_weight=2942 2734 454 2280 210 2070 351 1625 289 221 1519 230 1289 177 116 90 1263 862 401 188 153 105 818 405 344 318 413 102 311 117
internal_count=2942 2734 454 2280 210 2070 351 1625 289 221 1519 230 1289 177 116 90 1263 862 401 188 153 105 818 405 344 318 413 102 311 117
cat_boundaries=0 26 44 46 59 60 62 63 84 85 86 87 88
cat_threshold=268435456 1048578 0 134217728 2147549184 0 0 0 0 32768 0 4 0 1048576 0 0 0 0 0 8192 0 0 0 0 0 32768 147459 128 0 2097156 524288 64 0 0 33554432 134217744 0 0 128 268435456 67108864 0 1073745936 128 163840 34 268435456 1 1048576 512 2 0 0 268443648 0 8192 8192 320 16 16949248 0 48 134 0 0 0 0 0 1 262144 0 0 0 0 131072 8192 512 0 0 0 0 0 2048 256 67112256 2 6 34
is_linear=0
shrinkage=0.04


Tree=434
num_leaves=31
num_cat=12
split_feature=7 8 7 12 2 2 0 12 6 12 5 2 7 9 2 3 2 13 2 2 4 5 2 2 6 3 12 5 2 2
split_gain=2.44803 1.8325 1.85775 1.24561 1.7456 1.72109 1.15913 1.01961 1.83829 0.935907 1.1062 1.57295 0.866075 0.917003 1.33653 0.828178 0.816519 0.815789 1.60776 1.03727 0.775795 0.747048 0.710874 0.70338 0.676534 1.13455 1.15343 1.88486 1.11722 1.67084
threshold=0 1 2 3 253.50000000000003 49.500000000000007 55.500000000000007 4 5 6 2.5000000000000004 108.50000000000001 7 8 28.500000000000004 2001.5000000000002 291.50000000000006 9 37.500000000000007 11.500000000000002 313.50000000000006 4.5000000000000009 60.500000000000007 84.500000000000014 10 2002.5000000000002 11 1.0000000180025095e-35 58.500000000000007 10.500000000000002
decision_type=9 9 9 9 10 10 8 9 9 9 8 10 9 9 10 8 10 9 10 8 8 8 8 10 9 10 9 10 10 8
left_child=21 9 3 4 5 -3 7 8 12 -2 -11 22 -4 -14 -15 -9 23 18 19 -10 -17 -1 -12 -5 25 26 27 -22 29 -26
right_child=1 2 6 16 -6 -7 -8 15 17 10 11 -13 13 14 -16 20 -18 -19 -20 -21 24 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00091696856740679071 5.2923687470141091e-05 1.9354589723974416e-06 -1.2123023068468797e-05 -9.2050252560760271e-05 0.00022079592878760935 -0.00030351586443444489 -2.7154067747474641e-05 -0.00031136005231250155 -0.00013184282646964363 -0.00014944340662033541 2.1765583566235592e-06 0.00028012902863459036 9.4321427201649053e-06 0.00010169700584821584 0.002132289145557209 -5.7867701239402435e-05 -0.00011019315459336099 -1.137717345756073e-05 9.8529415210180099e-06 -0.00029424975151080444 1.8375083566581907e-05 2.2676940753427745e-05 -0.00039910782290498048 1.3186431535672228e-05 -3.6788130271503404e-05 -0.00024380943596529647 -4.9462051978466096e-05 -0.0024803449581780514 -0.00018365382111923623 0.00021839171556884196
leaf_weight=34 121 65 125 168 27 32 27 62 26 29 115 45 306 92 47 43 29 139 34 43 201 279 37 25 153 106 259 29 57 177
leaf_count=34 121 65 125 168 27 32 27 62 26 29 115 45 306 92 47 43 29 139 34 43 201 279 37 25 153 106 259 29 57 177
internal_value=-0.000886464 -0.00128517 -0.00169952 -0.00436975 -0.000888889 -0.00346939 -0.00119773 -0.00108421 0 0.00139665 -0.000168776 0.000909091 0.00123924 0.0020614 0.00466667 -0.00187614 -0.00618026 -0.00284585 -0.0054386 -0.00942857 -0.00161793 0.00240741 -0.00104575 -0.00546392 -0.00138352 -0.00221122 -0.00142857 0.0006639 -5.02513e-05 0.000845921
internal_weight=2932 2619 2272 346 124 97 1926 1899 812 347 226 197 570 445 139 1087 222 242 103 69 1025 313 152 193 982 595 489 230 387 330
internal_count=2932 2619 2272 346 124 97 1926 1899 812 347 226 197 570 445 139 1087 222 242 103 69 1025 313 152 193 982 595 489 230 387 330
cat_boundaries=0 18 41 58 60 61 62 63 70 72 73 74 76
cat_threshold=268451840 0 0 8192 524322 134217728 0 8192 0 8208 32768 128 0 268435456 0 32 1073741952 128 1342177296 1050628 0 134217728 65536 1 0 2147483648 0 0 0 0 8192 512 268435456 0 0 0 0 0 0 0 4194304 0 16 67108864 4 0 0 0 268435456 2048 134217760 0 0 144 0 0 0 4112 16820224 32 67194208 142 67133442 0 0 0 0 0 0 131072 0 2192 12 204 1056770 2
is_linear=0
shrinkage=0.04


Tree=435
num_leaves=31
num_cat=11
split_feature=8 8 7 13 2 2 2 2 11 7 13 17 4 4 3 3 2 2 15 2 0 3 3 2 14 13 0 2 2 2
split_gain=2.20335 1.62351 1.51436 1.15313 1.77639 1.07623 1.61153 1.19355 1.05698 0.92348 0.781848 0.679996 0.919125 0.859776 0.725176 0.657652 0.64721 0.619396 0.60832 1.69784 1.78339 1.15359 1.12487 1.30425 0.958555 1.33444 0.8191 0.619668 0.615249 0.984853
threshold=0 1 2 3 37.500000000000007 22.500000000000004 52.500000000000007 144.50000000000003 4 5 6 7 2560040000.0000005 208770000.00000003 1993.5000000000002 1992.5000000000002 4.5000000000000009 61.500000000000007 8 63.500000000000007 26.500000000000004 2003.5000000000002 2010.5000000000002 19.500000000000004 9 10 36.400000000000006 100.50000000000001 147.50000000000003 76.500000000000014
decision_type=9 9 9 9 10 10 10 10 9 9 9 9 10 10 8 10 10 10 9 8 10 10 10 8 9 9 10 8 10 10
left_child=8 3 5 4 -2 10 -7 -8 15 -4 16 17 13 14 -13 -1 -3 -11 19 21 -21 -16 23 -20 25 27 -24 -25 29 -27
right_child=1 2 9 -5 -6 6 7 -9 -10 11 -12 12 -14 -15 18 -17 -18 -19 22 20 -22 -23 26 24 -26 28 -28 -29 -30 -31
leaf_value=-3.0135886780158218e-06 4.4913422106773741e-06 1.4898800106308841e-05 -9.9506846030124056e-05 8.9773598783402523e-05 -0.00011214028271648857 0.0016495147598356396 -2.8977002125252228e-05 0.0023651774766837263 -3.5034502324329251e-05 -3.017686925982588e-05 0.00016202792572933333 0.00021092889936856097 4.3337813020514202e-05 -0.00055848223548743197 -1.5349158628552573e-05 -4.4855390354783257e-05 -0.00034926996867103101 -0.00011868269540993737 7.1712410522906114e-06 -4.1479636950683129e-05 0.0027155625379995029 0.0013300110524745179 3.7092721400355803e-05 -2.9453386760671663e-05 -0.00011227370485748622 1.9088713500892143e-06 -0.00014589555793953935 0.00017284486454983039 -0.00038791481957559885 0.00017228507326890962
leaf_weight=149 80 48 105 264 26 44 60 35 130 70 105 28 54 37 159 53 58 46 489 33 37 27 32 194 140 198 120 25 59 53
leaf_count=149 80 48 105 264 26 44 60 35 130 70 105 28 54 37 159 53 58 46 489 33 37 27 32 194 140 198 120 25 59 53
internal_value=-0.000716458 -0.000318544 -0.000723423 0.00209974 -0.00136752 0.00166205 0.00442857 0.00145833 -0.00373178 -0.00116849 -9.43396e-05 -0.00093819 -0.00071934 -0.000894608 -0.000752351 -0.00169014 -0.00239316 -0.00377953 -0.0008679 0.000898876 0.00619718 -0.00106952 -0.0012112 -0.000793788 -0.0019403 -0.00107407 -0.00444444 -0.0033913 0.000623053 0.00150794
internal_weight=2958 2626 2256 370 106 350 139 95 332 1906 211 1801 1685 1631 1594 202 106 116 1566 256 70 186 1310 1158 669 529 152 219 310 251
internal_count=2958 2626 2256 370 106 350 139 95 332 1906 211 1801 1685 1631 1594 202 106 116 1566 256 70 186 1310 1158 669 529 152 219 310 251
cat_boundaries=0 30 54 72 73 74 91 92 93 94 95 96
cat_threshold=1073741824 8 0 0 0 1 0 2147483648 1 0 0 2048 8256 0 0 0 0 0 4096 0 0 0 0 0 0 32768 4 0 524288 4096 16 4 4 134217728 73728 0 0 0 0 32768 0 4 0 1048576 268435456 0 0 0 0 8192 2147483776 0 0 8 0 129 67117056 8192 32 64 0 536879104 2048 0 8192 128 16 268435456 0 0 1073741824 128 4 16388 131072 0 1048576 0 0 134217728 0 0 0 0 0 0 0 0 67108864 32 4096 10 2 2282225664 139392 2
is_linear=0
shrinkage=0.04


Tree=436
num_leaves=31
num_cat=9
split_feature=7 4 12 7 3 2 2 11 2 12 5 3 2 3 15 2 2 2 3 3 6 4 4 12 0 0 2 2 12 2
split_gain=2.49653 1.41865 1.34014 2.39039 1.43975 1.3294 1.38213 1.22024 1.06886 0.90685 1.17132 1.07531 0.985638 0.949789 0.9925 1.17798 0.96894 1.48351 0.845551 0.815914 0.764272 1.08245 1.19098 0.711621 0.737604 0.693544 0.680783 0.64032 0.601694 2.00126
threshold=0 520.00000000000011 1 2 2018.5000000000002 40.500000000000007 99.000000000000014 3 29.500000000000004 4 2.5000000000000004 1997.5000000000002 2178.5000000000005 2003.5000000000002 5 19.500000000000004 84.500000000000014 20.500000000000004 2019.5000000000002 1975.5000000000002 6 950.00000000000011 5039060000.000001 7 35.850000000000009 44.07500000000001 698.00000000000011 42.500000000000007 8 104.50000000000001
decision_type=9 8 9 9 8 8 8 9 10 9 10 8 8 10 9 8 10 10 8 10 9 8 8 9 10 10 8 10 9 8
left_child=1 -1 3 18 -4 -5 -7 8 -2 10 12 -11 13 14 15 -9 17 23 -3 -19 -13 -22 -23 24 -16 -24 -8 -17 29 -6
right_child=7 2 4 5 28 6 26 9 -10 11 -12 20 -14 -15 16 27 -18 19 -20 -21 21 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011798117898447203 0.00033987340840461398 -0.00025808766355094547 -0.0003931471387926777 0.00014864074841309361 1.1778581870203197e-05 -0.00027896607526407992 0.00021023057911527589 -0.00015544987646507025 -0.00022318256035568142 -0.00033506007228147896 -8.9808959680297569e-05 -1.8442338726245566e-05 -0.00017426766023842077 -3.7053253724437238e-05 0.00027282741900233278 5.0203214211990147e-05 0.00026692911392444784 -1.3040416009104661e-05 -3.4180647676436139e-05 0.00040552046821250797 0.0021150958031139668 -0.00025167290800542474 -9.4127407889743613e-06 0.0001285418022389706 -7.4516081655673365e-06 3.8622185768488751e-05 -1.5961380173834527e-05 -5.034158250865062e-05 -7.4697173774254108e-05 -0.00072859625113316892
leaf_weight=32 85 32 54 158 125 35 31 55 45 37 29 666 50 138 30 27 77 205 107 28 30 32 203 170 105 37 71 29 177 53
leaf_count=32 85 32 54 158 125 35 31 55 45 37 29 666 50 138 30 27 77 205 107 28 30 32 203 170 105 37 71 29 177 53
internal_value=-0.000954638 -0.00273138 -0.00244076 -0.000808989 -0.00404762 0.00124183 -0.0015942 -0.000191479 0.00340426 -0.000449209 0.000440252 -0.00127953 0.000699454 0.00101734 0.0015956 -0.00180328 0.00220447 0.00163265 -0.00493333 -0.000769231 -0.00103199 0.000638978 -0.00014652 0.00346405 0.000958904 0.000829876 0.000776699 0.00210526 -0.00320225 -0.00126984
internal_weight=2953 875 843 434 409 295 137 2078 130 1948 943 1005 914 864 726 111 615 538 139 233 968 302 272 305 135 240 102 56 355 178
internal_count=2953 875 843 434 409 295 137 2078 130 1948 943 1005 914 864 726 111 615 538 139 233 968 302 272 305 135 240 102 56 355 178
cat_boundaries=0 17 18 35 38 39 40 41 42 44
cat_threshold=131073 268435489 1677729792 2052 524320 66 0 805306368 67584 0 8224 448 268435584 268435456 0 0 1073746048 83992610 131072 0 67117056 2052 0 0 0 0 0 0 0 256 0 268435456 0 0 128 0 512 524288 1158464 2147483648 270 1082624 1048640 32
is_linear=0
shrinkage=0.04


Tree=437
num_leaves=31
num_cat=8
split_feature=8 9 12 4 2 2 4 0 1 12 6 9 2 9 2 2 4 2 2 0 6 0 4 5 2 2 2 2 2 2
split_gain=1.8905 1.96749 1.47388 1.18438 1.18113 1.26025 0.826825 0.85692 1.0628 0.842727 0.978612 1.4831 1.91295 1.46385 1.2357 1.34716 1.01869 1.00057 1.05172 0.931493 0.781374 1.32986 1.17243 1.00021 0.718511 0.745201 1.48543 0.835108 0.649221 1.00094
threshold=0 1 2 6050.0000000000009 58.500000000000007 119.00000000000001 2867949500.0000005 24.500000000000004 4.5000000000000009 3 4 5 23.500000000000004 6 725.00000000000011 172.50000000000003 1050.0000000000002 73.500000000000014 24.500000000000004 32.500000000000007 7 47.750000000000007 133.00000000000003 1.5000000000000002 41.500000000000007 20.500000000000004 13.500000000000002 9.5000000000000018 18.500000000000004 28.500000000000004
decision_type=9 9 9 8 8 10 10 8 10 9 9 9 10 9 10 10 8 10 10 10 9 10 10 10 10 10 10 10 10 10
left_child=1 2 -1 -4 24 -6 7 8 -2 20 11 12 -11 -12 15 16 -13 18 -15 -18 21 22 23 -9 25 26 27 -5 -3 -30
right_child=6 28 3 4 5 -7 -8 9 -10 10 13 14 -14 17 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.5406095186326639e-05 8.9967210089980651e-05 0.00092291467493158311 -5.5264019863656697e-05 1.6534360513205116e-05 -5.3980532596504817e-05 3.1716525916678505e-05 -0.00025452708123893333 3.7294016921407549e-06 -0.00010789569371855379 0.00012122016926809921 -0.0002567381771263655 -0.00023673812814280383 -0.00011901877624175939 1.2507991929027185e-05 -0.00040414761925564594 0.00024813078507154531 0.00020324559619982807 0.00031308833962484072 -0.00047167777962940253 -9.6664413779947719e-05 -2.4585840773170275e-05 3.6461111514256571e-05 -0.00018396480163900719 0.00016533757943982153 0.00010464683394317831 -3.0171855991767415e-06 9.4673005045535773e-05 -6.9408272949047503e-05 -9.0335814908755203e-05 4.4400548002485609e-05
leaf_weight=563 27 108 28 66 120 31 29 226 114 61 101 27 53 225 32 38 28 55 46 313 229 27 29 25 40 114 53 33 25 51
leaf_count=563 27 108 28 66 120 31 29 226 114 61 101 27 53 225 32 38 28 55 46 313 229 27 29 25 40 114 53 33 25 51
internal_value=-0.00119945 0 -0.000679887 0.000927419 0.00144105 -0.00144737 -0.00206368 -0.00195534 -0.00492958 -0.00167546 -0.00236364 -0.00348135 0.00064 -0.00086758 -0.00454343 -0.00402948 -0.00476965 0.000474777 -0.000514706 -0.00415205 -0.000365631 0.000943396 0.000142349 0.00103175 0.00286645 0.00209738 0.00392157 0.001 0.00369231 0.00103896
internal_weight=2917 1232 1048 485 457 151 1685 1656 141 1515 979 552 114 427 438 406 368 326 271 341 536 307 280 251 306 266 152 99 184 76
internal_count=2917 1232 1048 485 457 151 1685 1656 141 1515 979 552 114 427 438 406 368 326 271 341 536 307 280 251 306 266 152 99 184 76
cat_boundaries=0 29 31 33 35 36 38 40 41
cat_threshold=16 1050624 0 134217728 73728 0 262144 2147483648 1 32768 0 131072 8192 1050112 0 4096 0 0 33558528 2048 128 524288 16777216 8 0 0 0 0 128 384 30720 1207298 32 67338240 34 394 0 52 0 16388 396
is_linear=0
shrinkage=0.04


Tree=438
num_leaves=31
num_cat=15
split_feature=7 8 5 4 4 17 3 8 5 4 7 4 8 9 3 16 3 11 13 11 3 11 16 3 16 3 3 14 1 3
split_gain=2.20811 1.79729 1.77074 1.59963 1.38445 1.33586 0.885235 0.849407 1.36011 1.10393 0.766461 1.18651 1.01483 0.629781 0.796376 0.726989 0.632425 0.682544 0.875886 1.09518 0.580631 0.528014 0.424073 0.419166 0.417043 0.429428 0.410938 0.662594 0.418036 0.400026
threshold=0 1 1.0000000180025095e-35 10438345000.000002 260.00000000000006 2 2018.5000000000002 3 3.5000000000000004 2025703500.0000002 4 3023950000.0000005 5 6 2004.5000000000002 7 2002.5000000000002 8 9 10 2010.5000000000002 11 12 2010.5000000000002 13 2022.5000000000002 1977.5000000000002 14 2.5000000000000004 1992.5000000000002
decision_type=9 9 10 8 8 9 8 9 8 8 9 10 9 9 10 1 10 9 9 9 10 9 1 10 1 8 10 9 10 10
left_child=2 4 3 -1 -2 -6 -5 9 -9 -7 24 12 22 14 15 -14 17 -15 19 -19 29 -20 -12 -18 25 -3 27 28 -23 -10
right_child=1 10 -4 6 5 7 -8 8 20 -11 11 -13 13 16 -16 -17 23 18 21 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013887355426934534 -2.6779929588194309e-05 -1.5268420416454376e-05 0.00016929270810344123 -0.001285002610573578 -6.2504099182092426e-05 2.2794190399366699e-05 -2.1317186940024159e-05 2.5179807331809912e-06 0.00024029191469779221 -2.4523322961300666e-06 -4.2906228572121563e-05 -3.9523551165743241e-05 -1.4536704126442146e-05 1.9258851279033705e-05 -0.00081616656403411987 -5.5604623472973456e-05 3.0447864880045472e-05 -2.6207600447492043e-06 -1.470309297516792e-05 -0.00011233222052062786 0.00049072117375985162 0.00064454887644973982 -0.00012264633097366584 8.0473168296180119e-07 -3.1621973586481999e-06 0.00019125188542204797 -0.00010630506658628747 -1.6660985671421714e-05 6.067538124167271e-05 9.1168573547406594e-07
leaf_weight=37 28 30 25 38 119 28 122 96 110 189 75 40 183 111 37 39 95 237 135 256 27 26 27 170 87 101 34 200 176 33
leaf_count=37 28 30 25 38 119 28 122 96 110 189 75 40 183 111 37 39 95 237 135 256 27 26 27 170 87 101 34 200 176 33
internal_value=-0.000556319 -0.00022963 -0.00429185 -0.00575758 0.00162246 0.00205638 -0.00397516 0.00295547 0.00447653 0.000964912 -0.000801932 -0.00106911 -0.000921199 -0.000666667 -0.00244444 -0.00161435 -0.000330806 -0.000731293 -0.00104186 -0.0022619 0.00678363 3.43643e-05 -0.00460177 0.00142857 0.00139738 0.00287879 0.000715884 0.00109181 0.00262911 0.00569444
internal_weight=2911 2689 222 197 630 602 160 483 266 217 2059 1841 1801 1699 259 222 1440 1175 1064 493 170 571 102 265 218 131 436 402 202 143
internal_count=2911 2689 222 197 630 602 160 483 266 217 2059 1841 1801 1699 259 222 1440 1175 1064 493 170 571 102 265 218 131 436 402 202 143
cat_boundaries=0 17 46 47 73 89 119 121 122 124 125 126 127 128 129 130
cat_threshold=0 1 570433536 0 0 134217792 0 4194304 0 8192 8192 256 0 268435456 0 0 16 268435456 12 0 134217728 0 0 262144 0 0 0 0 131076 8192 1049088 268435456 0 0 0 33558528 8192 0 0 0 8 0 16384 0 0 524288 49 0 4 0 134217728 0 0 0 0 0 0 0 131072 0 512 0 0 0 0 4096 8192 0 0 0 8 0 16384 268566528 268435456 1073741824 2097156 0 0 0 268443648 0 32 32 0 16 0 0 32 0 2048 0 0 0 0 0 0 1 0 0 2048 64 0 0 0 0 0 0 0 0 0 4194304 0 0 0 4 0 0 8192 1 4144 2 32768 2147484672 2 32 32 2 2 139264
is_linear=0
shrinkage=0.04


Tree=439
num_leaves=31
num_cat=8
split_feature=8 8 9 0 17 4 0 8 4 0 3 3 13 3 2 2 2 3 14 2 4 6 2 2 3 0 5 2 2 2
split_gain=2.26912 1.3852 1.67002 1.20683 1.06329 1.25802 0.961344 0.92217 0.876008 0.84454 0.808061 0.884549 0.790641 0.731277 0.689466 0.579914 1.03802 0.791221 0.822017 1.0181 0.841689 0.665249 1.20437 0.902424 0.6275 0.598175 0.679661 0.544695 1.40263 0.999184
threshold=0 1 2 39.07500000000001 3 6670500000.000001 39.07500000000001 4 199.50000000000003 36.900000000000006 2015.5000000000002 2018.5000000000002 5 2007.5000000000002 49.500000000000007 352.00000000000006 49.500000000000007 2002.5000000000002 6 33.500000000000007 520.00000000000011 7 3.5000000000000004 7.5000000000000009 1994.5000000000002 42.960000000000008 3.5000000000000004 5.5000000000000009 9.5000000000000018 3.5000000000000004
decision_type=9 9 9 10 9 8 8 9 10 10 10 10 9 10 10 10 10 8 9 8 8 9 10 10 10 10 8 8 8 10
left_child=3 2 -2 -1 5 -4 9 -8 -6 27 13 -12 -5 15 -7 16 17 24 20 -20 -19 25 -23 -24 -9 26 -22 29 -29 -3
right_child=1 6 4 12 8 14 7 10 -10 -11 11 -13 -14 -15 -16 -17 -18 18 19 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0002212940268807273 0.00024363683131603864 -1.7841022400020279e-05 -0.001103144901643418 3.5345523556884474e-07 7.9032676620727212e-06 2.1504846836464253e-05 -2.0858264530829729e-05 2.8657310015489659e-06 4.6280090825234768e-05 -0.00060016201097070623 0.00085774489517007166 3.0549802604120658e-05 -7.0803870234250607e-05 -3.8760330395746225e-05 -0.00027685614952243753 -0.0012275377516627374 3.314775015233806e-05 -0.00017211292075259622 -0.0010808418432436894 1.4851199025400775e-06 9.1188833216975242e-05 0.00068709668884032744 -0.00048741435118607515 0.00027953618069364694 -0.00035258653036645881 1.4698409801567891e-05 -8.2249956883835302e-05 -3.0621678310112089e-05 -1.205635373082714e-05 0.0014491570420612377
leaf_weight=45 107 87 31 100 281 84 109 33 73 28 31 80 100 93 26 25 161 43 61 75 84 25 42 146 48 51 150 35 673 34
leaf_count=45 107 87 31 100 281 84 109 33 73 28 31 80 100 93 26 25 161 43 61 75 84 25 42 146 48 51 150 35 673 34
internal_value=-0.000384875 -4.40044e-05 0.00163132 -0.00398438 0.000592885 -0.00223684 -0.000527059 0.000174881 0.00175342 -0.00156177 0.000517688 0.00375 -0.00278607 0.00017341 -0.00036036 0.000507937 0.000673913 5.27009e-05 0.000501475 -0.00217687 0.00119565 0.00168337 0.00330357 0.00232804 -0.00365854 0.000337838 -0.000510638 -0.0013253 -0.00174894 0.00114754
internal_weight=2961 2716 602 245 495 141 2114 1257 354 857 1148 111 200 1037 110 944 919 758 677 136 541 498 213 188 81 285 234 829 708 121
internal_count=2961 2716 602 245 495 141 2114 1257 354 857 1148 111 200 1037 110 944 919 758 677 136 541 498 213 188 81 285 234 829 708 121
cat_boundaries=0 30 56 58 59 88 89 90 91
cat_threshold=1342177280 2 0 0 0 0 524288 0 1 0 0 2048 8256 0 268435456 0 0 0 33558528 0 0 0 0 0 0 0 4 0 0 4096 0 2052 0 134217728 65536 0 0 0 0 32768 0 4 0 1049088 0 4096 0 0 0 8192 128 524288 4194304 8 0 268435456 128 4228 34 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 256 0 0 0 0 16384 0 0 524288 12 8192 396
is_linear=0
shrinkage=0.04


Tree=440
num_leaves=31
num_cat=12
split_feature=7 8 9 8 12 12 2 12 2 2 0 12 7 2 2 6 2 2 2 3 12 2 2 2 0 2 2 2 0 12
split_gain=2.25527 1.67234 1.54651 1.46085 2.04251 2.03266 2.00724 1.18699 1.66219 1.11499 1.0823 1.09291 0.917911 0.888625 0.762949 0.712559 0.705724 1.11251 0.694977 0.686314 1.75451 0.891904 1.14319 0.696494 0.670164 0.642282 0.745218 1.97674 1.47593 1.29955
threshold=0 1 2 3 4 5 2.5000000000000004 6 29.500000000000004 725.00000000000011 30.500000000000004 7 8 7.5000000000000009 90.500000000000014 9 15.500000000000002 36.500000000000007 1.5000000000000002 2006.5000000000002 10 9.5000000000000018 253.50000000000003 40.500000000000007 18.500000000000004 10.500000000000002 31.500000000000004 28.500000000000004 18.500000000000004 11
decision_type=9 9 9 9 9 9 8 9 8 10 8 9 9 8 8 9 10 10 10 10 9 8 8 8 10 8 10 10 8 9
left_child=19 7 10 4 -4 -5 -7 16 -9 12 -3 -12 14 -14 -8 -13 -2 -18 -6 20 21 -1 -23 -22 -20 -15 27 28 -27 -30
right_child=1 2 3 5 18 6 9 8 -10 -11 11 15 13 25 -16 -17 17 -19 24 -21 23 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00056473047835044806 -0.00041725563101124407 -0.0001181237395529422 0.00075228020494947148 -5.5491337172384191e-05 -0.0010126057486281325 0.00011567871890825642 -1.6431804152290397e-05 -7.3648896489402201e-05 2.5095047190930586e-05 -0.00064649131471853141 -0.00018254050004024692 5.0442839137545551e-05 -6.8894321760488704e-05 3.423176193503963e-05 -0.00010921500573736865 -2.9910521395990486e-05 1.7371568303090612e-05 -0.00039621743947961365 -0.00022984048432924452 -4.3024364535000357e-05 0.00010917795675673859 1.4388202674808782e-05 -0.00048837082710381449 1.4813337510162229e-05 3.0057449492204569e-05 2.863455183756969e-05 2.4473308408161643e-05 -6.4625223554202194e-05 -0.00016058595856051737 3.9227238768972939e-05
leaf_weight=26 34 57 129 440 32 72 76 61 68 25 146 105 134 88 30 210 29 52 29 33 97 44 40 77 88 64 351 33 169 105
leaf_count=26 34 57 129 440 32 72 76 61 68 25 146 105 134 88 30 210 29 52 29 33 97 44 40 77 88 64 351 33 169 105
internal_value=-0.000760611 -0.00114481 -0.000810359 -0.000266525 0.00235294 -0.000738423 0.00015544 -0.00423529 -0.00128571 -0.00027881 -0.00272212 -0.00212121 -7.6118e-05 0.000335079 -0.0034188 -0.000674847 -0.00714286 -0.00560976 -0.000875 0.00237805 0.00308772 -0.000991736 0.000941176 0.00540541 0.000508475 0.000838471 0.0004426 -0.000806452 0.000117994 -0.00116364
internal_weight=2944 2627 2383 1865 278 1587 1147 244 129 1075 518 461 1050 944 106 315 115 81 149 317 284 110 84 174 117 810 722 371 338 274
internal_count=2944 2627 2383 1865 278 1587 1147 244 129 1075 518 461 1050 944 106 315 115 81 149 317 284 110 84 174 117 810 722 371 338 274
cat_boundaries=0 18 48 50 71 72 73 75 76 82 83 85 86
cat_threshold=268435456 0 1107296256 2097664 2 0 0 268435456 33554432 134217728 40960 192 16 268435456 0 0 128 256 268435456 2052 4 0 0 0 0 0 0 0 0 2048 2112 0 0 0 0 0 0 0 0 0 4194304 0 0 0 0 0 0 4096 256 4132 16 0 0 0 2147483648 0 0 0 0 0 0 131076 8192 1048576 0 4096 0 0 4096 8192 128 16843074 84937024 65890 32 108544 131073 0 67108864 4 32 134217728 138 1081408 32 40994
is_linear=0
shrinkage=0.04


Tree=441
num_leaves=31
num_cat=15
split_feature=7 11 4 12 4 4 12 9 12 17 7 14 7 17 1 4 12 1 1 6 13 12 4 0 0 1 0 4 5 0
split_gain=2.80009 1.52211 2.11274 1.45582 1.33191 1.34799 1.2101 0.857762 1.42769 1.18658 1.17188 1.18907 1.02783 0.906523 1.39388 1.27941 0.812586 2.20329 1.40786 1.1513 1.08351 0.990708 0.784729 0.679765 0.67643 0.60043 0.569914 0.451731 0.935229 0.441868
threshold=0 1 5368.5000000000009 2 9300.0000000000018 9330535000.0000019 3 4 5 6 7 8 9 10 5.5000000000000009 141.00000000000003 11 2.5000000000000004 2.5000000000000004 12 13 14 55.000000000000007 35.850000000000009 18.500000000000004 5.5000000000000009 39.07500000000001 10665290000.000002 3.5000000000000004 36.400000000000006
decision_type=9 9 8 9 8 8 9 9 9 9 9 9 9 9 8 10 9 10 10 9 9 9 10 10 10 10 10 8 8 10
left_child=4 2 -2 -4 -1 -6 -7 10 9 22 -3 -12 -13 14 15 -10 18 -18 -14 20 -19 -22 -9 -23 -20 29 -26 28 -15 -21
right_child=1 7 3 -5 5 6 -8 8 13 -11 11 12 16 27 -16 -17 17 19 24 25 21 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00024098703230166052 -0.00077934579783143219 -2.9127461837958892e-05 1.4365211646278908e-05 -6.8039788194838028e-05 -9.5027012996951043e-06 -7.3094242780769039e-06 9.1203295081960793e-05 -0.00029394672694319721 0.0011770279301772035 0.00013373956855183166 0.00031207794072010133 0.00015359988028301074 -0.00045564778819688455 -0.00011282638854140714 -0.00016817510947653603 -0.00037406936219731791 0.00054654870196777948 -7.1073265152747918e-05 1.7869594163819614e-05 5.8088101761768483e-05 -5.4438619820587064e-05 -2.882760194459877e-05 0.00029854188570798356 3.8178028316337989e-05 -1.5284139723164003e-05 -2.9226906854873392e-05 1.1656074147055051e-05 -0.00019698705532785965 0.00093832660839957786 1.0193877115902694e-05
leaf_weight=25 28 161 104 195 54 114 202 70 53 138 109 105 36 30 46 28 52 190 182 25 118 111 30 131 80 45 176 180 25 132
leaf_count=25 28 161 104 195 54 114 202 70 53 138 109 105 36 30 46 28 52 190 182 25 118 111 30 131 80 45 176 180 25 132
internal_value=-0.000383065 -0.000864531 -0.00337278 -0.00246667 0.00270936 0.00215633 0.00315457 -0.000485866 -0.00176759 0.00064257 -1.20192e-05 0.000345975 1.43472e-05 -0.0033244 -0.000434783 0.00268293 -0.000310318 -0.00107975 0.000989691 -0.00164675 -0.00256684 -0.00118598 -0.00252252 0.000316206 0.00164009 0.000938967 0.000311284 -0.00479675 -0.00178571 0.0021519
internal_weight=2975 2580 327 299 395 370 316 2253 600 238 1653 1492 1383 362 127 81 1278 804 474 752 550 360 100 242 438 202 256 235 55 157
internal_count=2975 2580 327 299 395 370 316 2253 600 238 1653 1492 1383 362 127 81 1278 804 474 752 550 360 100 242 438 202 256 235 55 157
cat_boundaries=0 18 21 22 23 25 26 27 36 37 49 50 52 53 54 55
cat_threshold=268435456 0 1074012160 262660 2 0 0 8192 33554432 134217744 32768 256 0 268435456 0 0 4096 384 2147532800 525312 4096 11360 1130816 1073741825 10292 17950752 56 0 268435456 536870912 2097152 32 0 0 0 65536 131201 0 0 1048576 2048 0 134217728 0 268435456 0 8224 0 128 40 67198976 34 142 4 16908384
is_linear=0
shrinkage=0.04


Tree=442
num_leaves=31
num_cat=10
split_feature=7 2 7 9 12 4 15 7 12 17 4 0 0 0 2 1 2 0 9 0 2 4 12 0 0 4 1 2 2 1
split_gain=2.17132 1.20354 1.18979 0.987582 1.434 1.49208 1.46647 1.17439 1.07817 0.992417 1.48636 1.1642 1.12065 0.95521 1.04548 0.929199 0.878189 1.55166 0.873153 0.860539 0.73811 0.94686 0.73201 0.688867 0.682315 0.657453 0.815426 0.606145 0.757066 0.580773
threshold=0 58.500000000000007 1 2 3 676.50000000000011 4 5 6 7 425.00000000000006 51.32500000000001 47.250000000000007 37.750000000000007 15.500000000000002 3.5000000000000004 75.500000000000014 35.850000000000009 8 15.500000000000002 38.500000000000007 4050.0000000000005 9 16.750000000000004 42.250000000000007 111530735000.00002 5.5000000000000009 59.500000000000007 13.500000000000002 5.5000000000000009
decision_type=9 8 9 9 9 10 9 9 9 9 8 8 10 10 10 10 8 10 9 10 8 10 9 10 10 8 8 10 10 8
left_child=1 13 23 20 5 6 8 15 27 24 -11 12 18 -1 -15 -6 19 -18 -12 -8 21 -4 -17 -2 -9 -22 -27 28 -5 -3
right_child=2 29 3 4 7 -7 16 9 -10 10 11 -13 -14 14 -16 22 17 -19 -20 -21 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.000410953476981355 0.00014744937887325448 5.5583403922021549e-05 -3.1680727112046728e-05 2.5804581013204598e-05 0.00060237510497358922 -6.8099852404586165e-05 -2.2098555422438437e-05 -1.4327177806379155e-05 -3.6640034979740223e-05 0.00081504660375461666 -1.037629366567927e-05 -0.00014343129228379327 0.00040641133504877304 6.0339678066156926e-06 -0.00062680789002484978 -5.8500241009227236e-05 3.4109402713724538e-05 -0.00034092502912230315 2.4866013687407929e-05 0.00015736613005842059 -0.00041845936374159011 6.3407784325661965e-05 1.5509112749612086e-07 -0.00011755452089452945 -0.0003524585157494187 -0.00016908671729119363 3.8742388208419244e-05 1.9881467797659979e-05 -2.3012474484396251e-05 0.00043232779999144102
leaf_weight=42 34 52 161 48 36 25 36 118 255 40 172 28 32 85 25 225 25 25 692 94 77 45 133 182 37 53 38 25 68 52
leaf_count=42 34 52 161 48 36 25 36 118 255 40 172 28 32 85 25 225 25 25 692 94 77 45 133 182 37 53 38 25 68 52
internal_value=-0.000756501 0.00269663 -0.00109024 -0.000832333 -0.000489412 -0.00212418 -0.0017331 0.000170604 -0.00304668 0.000831858 0.00131282 0.000994595 0.00124861 0.000522876 -0.00144144 -0.00167901 0.00125654 -0.00313725 0.000971098 0.00305344 -0.0027013 -0.00115942 -0.00233983 -0.00387665 -0.00204819 -0.00473373 -0.0023913 -0.000131579 -0.00136752 0.00609524
internal_weight=2960 256 2704 2488 2114 601 576 1513 396 1119 964 924 896 152 110 394 180 50 864 130 374 206 358 216 155 168 91 141 116 104
internal_count=2960 256 2704 2488 2114 601 576 1513 396 1119 964 924 896 152 110 394 180 50 864 130 374 206 358 216 155 168 91 141 116 104
cat_boundaries=0 18 34 36 37 38 56 57 58 60 62
cat_threshold=268435457 16 1107304448 2097152 0 0 0 8192 33554432 0 0 128 0 268435456 0 0 1073741824 256 131072 268435457 0 0 524288 64 0 805306368 0 134217728 0 2097216 268435600 0 0 32 1073742208 12288 84100096 76546048 2 128 536870912 4 0 0 131072 0 65536 8192 0 0 0 0 0 0 0 512 65536 8 0 164 10498 32
is_linear=0
shrinkage=0.04


Tree=443
num_leaves=31
num_cat=12
split_feature=7 8 8 12 7 12 6 12 3 9 2 2 1 2 1 3 4 2 4 7 12 2 2 3 2 2 2 2 11 2
split_gain=3.08348 2.26824 2.1198 1.67712 1.25117 1.0325 1.11665 1.20997 2.04849 1.5762 1.894 1.50715 1.18116 1.1173 1.08897 1.03856 1.51351 0.933475 0.842461 1.00162 1.33499 0.833918 1.24813 0.777147 0.771006 1.15767 0.765186 0.752671 0.834647 0.997523
threshold=0 1 2 3 4 5 6 7 2014.5000000000002 8 16.500000000000004 108.50000000000001 4.5000000000000009 2.5000000000000004 5.5000000000000009 2005.5000000000002 199.50000000000003 8.5000000000000018 2188290000.0000005 9 10 37.500000000000007 103.50000000000001 2002.5000000000002 416.00000000000006 84.500000000000014 1.5000000000000002 7.5000000000000009 11 15.500000000000002
decision_type=9 9 9 9 9 9 9 9 10 9 10 8 8 8 10 8 10 10 8 9 9 8 10 10 8 10 10 10 9 10
left_child=2 -2 3 26 -3 -6 7 8 11 10 17 15 -8 -14 21 -7 -17 -9 -4 20 -20 -15 -23 24 25 -21 -1 -5 29 -29
right_child=1 4 18 27 5 6 12 9 -10 -11 -12 -13 13 14 -16 16 -18 -19 19 23 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00013528260021786309 2.6325174526711238e-05 0.00022790168841478221 1.5197048187403083e-05 -0.0001242930839043055 7.2694398766444119e-05 -5.907447005789379e-05 -0.00029651384641731225 -0.00015476024537790069 -0.0002796465816170368 0.00031463913374143006 -0.00053390565616162177 0.0016042572809856993 0.00018055435828824074 4.0505212444230667e-06 -0.00027528360574962106 0.00077960057854262741 -3.041349802757054e-05 7.7144669255702078e-05 1.065712988342682e-05 -0.00010603199165998945 -8.2544442046597055e-05 -0.0001316892305303341 1.1876317008940873e-05 -1.3728452554673254e-05 -6.5375858308414078e-05 -0.0013638991493077058 1.0163272890579832e-05 -6.4993113226776702e-05 8.5555430343475797e-06 -2.2177324265229005e-05
leaf_weight=26 236 110 64 65 169 37 42 85 38 106 98 40 40 233 84 119 57 51 126 147 103 94 78 67 56 34 190 25 128 194
leaf_count=26 236 110 64 65 169 37 42 85 38 106 98 40 40 233 84 119 57 51 126 147 103 94 78 67 56 34 190 25 128 194
internal_value=-0.00043493 0.000659722 -0.00195793 -0.000312989 6.70241e-05 -0.000274964 -0.000692498 0.00046729 0.00231788 -0.0011396 -0.00293878 0.00370079 -0.00195876 -0.0014717 -0.002 0.00233645 0.00361582 0 -0.00365132 -0.00423221 -0.00191667 -0.001133 -0.00323699 -0.00571429 -0.00697479 -0.00824176 0.00246696 -0.00179669 -0.00109195 -0.00252174
internal_weight=2942 1717 1225 628 1481 1371 1202 631 291 340 234 253 571 529 489 213 176 136 597 533 229 405 172 304 237 181 216 412 347 219
internal_count=2942 1717 1225 628 1481 1371 1202 631 291 340 234 253 571 529 489 213 176 136 597 533 229 405 172 304 237 181 216 412 347 219
cat_boundaries=0 17 40 63 64 82 83 84 86 88 105 107 109
cat_threshold=131075 33 67108864 264704 524288 134217792 131072 537001984 33619968 8224 0 192 128 0 67108864 0 1073746064 16 8 0 0 65536 1 0 0 0 32768 0 2048 0 1048576 0 4096 0 0 4096 0 0 0 4194304 268435456 0 0 0 0 0 262144 0 0 0 0 131072 2048 0 0 4096 0 0 0 8192 256 0 16777216 84002 268435456 0 0 2105344 0 0 0 268443648 0 0 8192 0 0 0 0 32 0 256 68288768 198 17474 2 1073741824 18592 0 1 0 0 0 0 131072 131072 33554432 8192 0 0 0 0 0 0 1073741840 16875586 32 32 1024
is_linear=0
shrinkage=0.04


Tree=444
num_leaves=31
num_cat=13
split_feature=7 8 8 12 17 7 0 0 4 12 4 6 5 6 0 12 2 2 4 12 2 2 2 2 2 2 6 2 5 12
split_gain=2.91027 2.42879 1.92192 1.50191 1.33365 1.19469 1.17502 1.25438 1.10439 1.26417 1.07075 1.05459 0.989417 1.02476 1.00427 1.06025 1.30658 0.947531 0.944984 1.13696 2.32458 0.916651 0.869805 0.809171 0.791195 0.777252 0.773158 1.3477 1.03915 0.740988
threshold=0 1 2 3 4 5 36.900000000000006 15.500000000000002 676.50000000000011 6 28487750000.000004 7 1.5000000000000002 8 44.07500000000001 9 15.500000000000002 21.500000000000004 984745000.00000012 10 17.500000000000004 18.500000000000004 11.500000000000002 155.00000000000003 45.500000000000007 24.500000000000004 11 32.500000000000007 1.0000000180025095e-35 12
decision_type=9 9 9 9 9 9 10 8 10 9 8 9 8 9 10 9 10 10 10 9 10 8 10 8 8 10 9 8 10 9
left_child=2 18 10 6 -5 -6 7 24 9 21 -1 -11 -7 29 15 17 -17 -15 19 -2 -21 -4 -16 26 25 -3 28 -28 -8 -14
right_child=1 3 8 4 5 12 23 -9 -10 11 -12 -13 13 14 22 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.4666186584620959e-05 -7.9309434655527874e-06 2.9590146027658192e-06 -0.00026458779268001109 -0.0001357365935702859 -3.0504099408048546e-05 0.00013710879997770321 7.1929444559515333e-06 4.2076003907070002e-05 -4.7090303659160782e-05 -0.00011348379229957573 0.00010477215062998368 4.665962250271605e-05 -2.455765887553696e-05 0.0004393636179873184 8.0042081513695957e-05 -0.00056098339819069312 -1.3447090986531408e-05 -6.7209844232039013e-05 0.0002443208637880545 -1.3995324048536872e-05 0.0003222856992257306 -0.00023369047384946384 -4.8152606378408791e-05 -0.00026861631570774592 4.2100308449590786e-05 -1.9500622598584981e-05 -0.00030058795651058292 0.00019162748496935223 0.00029147092869251877 2.9401599944947066e-05
leaf_weight=41 109 40 34 115 364 78 97 83 38 146 59 103 240 56 27 136 129 44 34 101 123 73 27 30 41 30 94 26 30 388
leaf_count=41 109 40 34 115 364 78 97 83 38 146 59 103 240 56 27 136 129 44 34 101 123 73 27 30 41 30 94 26 30 388
internal_value=-0.000721825 -0.000146759 -0.00348515 -0.000680729 -0.00126316 -0.00092 0.00128631 0.00369231 -0.00474074 -0.00414566 0.00144144 -0.00223077 -0.000264085 -0.000591603 -0.00209302 -0.00289617 -0.00413043 0.000720721 0.00280423 0.00221557 0.00374468 -0.00762712 0.00290909 -0.000359712 0.000892857 -0.00169014 0.000403226 -0.00183206 0.00246377 0.000438185
internal_weight=2936 2442 494 2075 1604 1489 471 194 394 356 100 249 1125 1047 419 365 265 100 367 333 224 107 54 277 111 70 247 120 127 628
internal_count=2936 2442 494 2075 1604 1489 471 194 394 356 100 249 1125 1047 419 365 265 100 367 333 224 107 54 277 111 70 247 120 127 628
cat_boundaries=0 17 46 66 67 68 79 81 82 83 85 86 87 89
cat_threshold=131074 268435584 1073741824 526336 32 64 0 272629760 33554432 8224 32 64 144 0 0 0 4112 268435456 2052 0 0 0 0 0 2147483648 0 32768 0 0 0 1048576 0 4096 0 0 4096 0 256 0 4194304 0 0 0 0 0 524288 0 8 0 0 0 0 262144 0 0 0 0 0 0 512 0 4096 0 0 0 8192 67174688 17 0 0 0 4 0 0 0 537001984 67584 0 8192 67126560 32 326 202 17965056 32 67306498 156 17989632 32
is_linear=0
shrinkage=0.04


Tree=445
num_leaves=31
num_cat=10
split_feature=11 7 4 2 13 2 2 4 2 0 6 4 3 12 11 2 7 6 11 5 12 0 2 5 3 0 2 2 2 2
split_gain=1.89758 1.79616 1.83075 1.41945 1.30634 1.42879 1.40931 1.24947 1.14002 0.998109 1.00522 1.41156 1.40238 1.58867 1.55499 1.17301 1.03459 1.20168 1.31554 0.880173 1.03503 0.83588 0.829887 0.738289 0.94386 0.812411 0.632773 0.767568 0.629387 0.640237
threshold=0 1 3023950000.0000005 25.500000000000004 2 1025.0000000000002 19.500000000000004 9330535000.0000019 10.500000000000002 12.250000000000002 3 31889.500000000004 1993.5000000000002 4 5 647.00000000000011 6 7 8 5.5000000000000009 9 38.57500000000001 15.500000000000002 1.5000000000000002 2003.5000000000002 15.500000000000002 24.500000000000004 4.5000000000000009 77.500000000000014 34.500000000000007
decision_type=9 9 10 8 9 8 10 10 10 8 9 10 8 9 9 8 9 9 9 8 9 10 10 8 10 8 10 8 10 10
left_child=3 4 9 8 6 -6 -2 -4 -1 26 15 12 -12 14 -14 22 -15 -18 19 -19 -21 -5 -11 -16 25 -25 27 -3 29 -27
right_child=1 2 7 21 5 -7 -8 -9 -10 10 11 -13 13 16 23 -17 17 18 -20 20 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-1.6260098322007366e-05 -0.00012399053078507194 -3.1674050572192412e-05 -7.2000494574595567e-05 -4.1835390091478076e-05 0.00025401722037631913 -5.5758056770578436e-05 4.2708910710054229e-05 -2.2616763589553558e-05 1.1961594839782209e-05 -1.9078731562061081e-05 0.00073835899685157356 3.5261005003874858e-05 -1.1688346892526625e-05 -4.9904175553940886e-05 -4.2236167330251821e-05 0.00012413721844616531 -6.111259574058892e-05 0.00034306657968965484 -4.5469878529118548e-05 1.4624581603754905e-05 -4.7702042212449666e-06 -0.00072671461620927864 -0.00013100309647899879 0.00016049008337667202 -1.6949200466953585e-06 8.1431427866149873e-05 -0.0002083552836660374 8.1962146498391067e-05 -1.6395986689659025e-05 0.00097136102769837865
leaf_weight=35 62 28 33 29 166 46 52 50 48 235 29 42 205 100 40 89 334 46 130 265 129 70 208 25 64 165 85 38 41 45
leaf_count=35 62 28 33 29 166 46 52 50 48 235 29 42 205 100 40 89 334 46 130 265 129 70 208 25 64 165 85 38 41 45
internal_value=-0.000517888 -0.000246109 -0.000623718 -0.00435233 0.00249258 0.00430493 -0.00096 -0.00642857 -0.000714286 -0.000418089 -0.000200638 0.000287253 9.88264e-05 -6.28931e-05 0.00157718 -0.00169429 -0.00102463 -0.000568306 0.000550775 0.00159645 0.00101266 -0.0078 -0.00256757 0.00306905 0.00375367 0.00476534 -0.00355263 -0.000597015 0.00404762 0.00492891
internal_weight=2934 2752 2426 182 326 212 114 83 83 2343 2192 1660 1618 1589 585 532 1004 904 570 440 394 99 443 380 340 276 151 66 251 210
internal_count=2934 2752 2426 182 326 212 114 83 83 2343 2192 1660 1618 1589 585 532 1004 904 570 440 394 99 443 380 340 276 151 66 251 210
cat_boundaries=0 3 21 22 23 25 28 45 46 47 48
cat_threshold=67108866 525312 6144 268435456 128 1107566592 2048 524322 64 0 8192 33554432 32 32800 0 0 0 0 0 0 256 2 132 67274784 32 32800 512 524288 131072 16 67108864 0 0 0 0 0 2048 0 0 0 0 0 0 0 1073741840 258 32804 16851010
is_linear=0
shrinkage=0.04


Tree=446
num_leaves=31
num_cat=8
split_feature=7 8 3 2 12 2 3 9 2 12 2 1 2 2 3 2 12 2 2 2 12 2 13 3 2 0 2 2 2 0
split_gain=2.14623 1.64905 2.29937 1.82594 1.73799 1.93159 2.38675 1.51755 1.31069 1.08193 1.05326 0.961602 0.907418 0.888355 0.885164 1.09351 1.35469 1.83637 1.15486 1.58316 1.05022 0.986242 0.850058 0.8312 0.792755 0.784164 1.08931 0.739237 0.904263 0.698911
threshold=0 1 2004.5000000000002 14.500000000000002 2 54.500000000000007 2002.5000000000002 3 33.500000000000007 4 3.5000000000000004 5.5000000000000009 22.500000000000004 14.500000000000002 2012.5000000000002 24.500000000000004 5 30.500000000000004 10.500000000000002 12.500000000000002 6 41.500000000000007 7 2002.5000000000002 18.500000000000004 35.250000000000007 73.500000000000014 9.5000000000000018 6.5000000000000009 35.850000000000009
decision_type=9 9 8 10 9 10 10 9 10 9 10 8 10 10 8 8 9 8 10 10 9 10 9 10 8 10 10 10 10 10
left_child=29 2 -2 11 8 7 9 10 22 -7 -6 -4 -5 27 -9 18 -17 -18 20 -20 -16 -19 24 -15 -3 26 -10 28 -12 -1
right_child=1 4 3 12 5 6 -8 14 25 -11 13 -13 -14 23 15 16 17 21 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.812711770474266e-06 -0.00014592557404753849 -0.00012125108783969551 -5.6554799866788134e-05 0.00061129337275037446 0.00019793804642532109 0.00036497637767496371 -2.4709378755893853e-05 6.800827140015287e-05 -3.3458142975106855e-05 7.9305272475949102e-06 -0.00026006750632550534 -0.00022200967476003087 3.8507112561703142e-06 2.9633917903097994e-05 2.3703933670624623e-05 7.3145679110808717e-06 -0.00037971410201731004 -1.0666033966835186e-05 0.00060958220654384833 1.0551237679088389e-05 -3.163701874782987e-05 -0.00038273834455228696 1.9988337571312797e-05 0.0023676560983830796 4.0438156326416674e-06 -0.0002964252386578892 3.5037244539921634e-05 -0.0002812113509713754 5.092544644789143e-06 -7.5456690420665494e-05
leaf_weight=162 39 65 96 28 39 139 48 138 69 127 26 48 114 76 120 138 38 128 40 208 199 38 256 27 56 83 43 33 26 293
leaf_count=162 39 65 96 28 39 139 48 138 69 127 26 48 114 76 120 138 38 128 40 208 199 38 256 27 56 83 43 33 26 293
internal_value=-0.000299218 0.000168269 -0.00244048 -0.00125436 0.000571165 0.00125078 0.00406349 0.000564706 -0.0013036 0.00554307 0.00344538 -0.00441379 0.00195804 0.00232804 -9.4518e-05 -0.000549451 -0.00233236 -0.00427907 0.000528169 0.00257028 -0.0010625 -0.00263473 5.29101e-05 0.00480769 -0.00257576 -0.00397959 -0.00176991 -0.000697674 0.00226415 -0.0027897
internal_weight=2940 2485 325 286 2160 1588 314 1274 572 266 227 144 142 188 1047 909 342 204 567 248 319 166 377 103 121 195 112 85 52 455
internal_count=2940 2485 325 286 2160 1588 314 1274 572 266 227 144 142 188 1047 909 342 204 567 248 319 166 377 103 121 195 112 85 52 455
cat_boundaries=0 17 47 49 51 52 53 54 55
cat_threshold=131073 268435456 605028352 2359300 2 8258 33554432 0 0 8208 32 320 128 0 0 0 16 1073741840 2056 4 134217728 0 1 0 0 1 0 0 33685504 0 0 0 0 0 0 33554432 8192 0 0 4194304 0 0 49152 0 0 524288 8192 85065984 32 0 16388 73730 66656 57408 12
is_linear=0
shrinkage=0.04


Tree=447
num_leaves=31
num_cat=16
split_feature=8 8 7 8 12 3 0 12 8 12 1 9 4 12 0 12 3 12 12 4 3 6 12 1 0 4 1 1 1 15
split_gain=2.27686 1.20724 1.03718 1.37241 1.43656 1.08751 1.08068 1.04366 1.17304 1.54019 1.32531 1.3634 1.95588 1.337 1.19362 1.17083 0.911787 0.898905 0.898002 1.28437 0.817703 0.887711 0.79111 0.940882 0.908022 0.737982 0.737621 0.670585 0.662496 0.589226
threshold=0 1 2 3 4 2005.5000000000002 15.500000000000002 5 6 7 3.5000000000000004 8 6050.0000000000009 9 22.250000000000004 10 2010.5000000000002 11 12 984745000.00000012 2012.5000000000002 13 14 5.5000000000000009 39.07500000000001 9736.0000000000018 3.5000000000000004 5.5000000000000009 5.5000000000000009 15
decision_type=9 9 9 9 9 8 10 9 9 9 8 9 8 9 10 9 8 9 9 10 8 9 9 8 10 10 8 10 10 9
left_child=18 17 3 4 6 -5 -3 29 9 -9 -10 15 -13 16 -15 -12 -14 -2 -1 25 -16 -22 23 24 -7 -20 -6 -11 -19 -4
right_child=1 2 7 5 26 22 -8 8 10 27 11 12 13 14 20 -17 -18 28 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.8437427311375249e-06 -6.0459778823371834e-05 -4.1527546937203398e-06 -3.2388386623694034e-06 1.5411876655946344e-05 -0.00026650966154164737 0.00015407488107626932 -9.5322602207161829e-05 -6.1666780484195274e-05 0.001246457263203169 -1.416270044884982e-06 1.7778455567381001e-05 -0.00026996289693251188 0.00032349442674465932 -0.0001074884519410091 -0.00016097623569411468 -0.00014992081776643573 6.6607436098173884e-05 8.1345960687428944e-07 5.4021431369761786e-05 0.00039743996566301122 5.8239222675382511e-06 0.00013869492055441413 -0.00027483260064972373 0.00089244578405207171 -0.00051353760335835828 -0.0003447248574878614 2.123520671077017e-05 4.9492286891776875e-05 -6.4491413321370324e-05 -0.00014898793615216732
leaf_weight=138 101 67 234 41 33 25 45 118 28 119 102 57 26 28 50 122 228 134 258 29 157 140 188 37 55 25 149 25 52 114
leaf_count=138 101 67 234 41 33 25 45 118 28 119 102 57 26 28 50 122 228 134 258 29 157 140 188 37 55 25 149 25 52 114
internal_value=-0.000416951 -0.000893001 -0.000563893 -0.00190476 0.000131148 -0.00358543 -0.00325203 0 0.000561519 -0.00175824 0.00122234 0.000965971 0.00183644 0.00250794 0.000880829 -0.00170213 0.00467925 -0.00328859 0.0021692 0.00334365 0.00155172 0.00234899 -0.0045098 -0.00140625 -0.00395062 0.00260563 0.00227979 0.00103226 -0.00142132 -0.00189415
internal_weight=2925 2475 2188 640 294 346 112 1548 1200 262 938 910 686 629 375 224 254 287 450 312 347 297 305 117 80 283 182 144 186 348
internal_count=2925 2475 2188 640 294 346 112 1548 1200 262 938 910 686 629 375 224 254 287 450 312 347 297 305 117 80 283 182 144 186 348
cat_boundaries=0 30 60 77 100 101 103 130 131 133 134 135 137 139 140 142 143
cat_threshold=0 2048 0 0 2147549184 0 0 2147483648 0 32768 0 4 8192 1049600 0 4096 0 0 4096 2048 0 0 0 8 0 16384 0 0 0 4096 1342177280 12 4 0 0 0 0 0 1 0 0 2048 64 0 0 0 0 0 0 0 2147483904 0 0 0 0 0 0 0 0 8192 131072 0 68157440 2623488 32 64 0 268566528 2048 48 0 0 0 268435456 0 0 1073746064 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 16777216 84067392 1050656 34 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 1073741824 64 139522 0 180 16998656 66 17842178 32 1115392 32 146 83918912 32 2214592512
is_linear=0
shrinkage=0.04


Tree=448
num_leaves=31
num_cat=11
split_feature=8 7 5 12 7 0 18 2 2 0 0 12 8 2 5 2 5 3 2 13 3 7 0 12 3 12 2 0 2 1
split_gain=3.27604 2.33709 1.71816 1.96467 1.56767 1.1692 1.10467 1.26144 1.66969 1.04292 1.01874 0.946773 1.50355 0.911008 1.0739 0.907234 0.876383 0.865168 1.05492 0.860104 1.55854 1.11975 1.09728 1.06786 1.38138 1.00079 0.927867 1.31787 0.806953 0.729843
threshold=0 1 3.5000000000000004 2 3 40.250000000000007 4 9.5000000000000018 24.500000000000004 35.250000000000007 35.250000000000007 5 6 24.500000000000004 2.5000000000000004 62.500000000000007 1.0000000180025095e-35 2011.5000000000002 7.5000000000000009 7 2000.5000000000002 8 39.07500000000001 9 2021.5000000000002 10 12.500000000000002 35.600000000000009 34.500000000000007 5.5000000000000009
decision_type=9 9 8 9 9 10 9 10 10 10 10 9 9 10 8 10 10 8 10 9 8 9 10 9 8 9 8 10 10 8
left_child=2 15 -1 9 5 6 -3 -8 -9 -4 -5 19 -13 14 -14 16 -2 -16 29 20 -6 22 -22 -21 28 -23 -26 -28 -25 -19
right_child=1 4 3 10 11 -7 7 8 -10 -11 -12 12 13 -15 17 -17 -18 18 -20 23 21 25 -24 24 26 -27 27 -29 -30 -31
leaf_value=-0.00019682196229510397 1.1313098109084763e-05 0.00074706171694032268 6.7383411276331624e-05 -0.00034389627773556697 8.4182176382299189e-05 -0.0013794608450077561 -0.00040203968503064406 7.8984448589913833e-05 -0.00010386619761661109 -9.9353016404180036e-06 -8.6055348789351176e-05 -5.4665235476285544e-05 -4.4692009236584342e-05 -1.1444256180226376e-06 -0.00016588130935836886 0.00024536248680504967 3.010556976686729e-05 1.9117117403766314e-07 0.00010127676219347848 -1.1254595138296964e-05 -1.9302821706475014e-05 -1.8664802859902353e-06 0.00020297008757246714 8.1093679613886144e-06 0.00017604194359975624 -0.00010810610477214766 0.0026487747412116745 -9.6650134732456648e-06 -0.00030141085306404139 0.00076257136396556296
leaf_weight=39 157 25 42 58 26 34 31 32 95 174 152 102 74 410 51 33 54 161 224 138 80 108 25 40 50 280 48 78 27 84
leaf_count=39 157 25 42 58 26 34 31 32 95 174 152 102 74 410 51 33 54 161 224 138 80 108 25 40 50 280 48 78 27 84
internal_value=-0.000450051 0.000137207 -0.00348739 -0.0028103 -0.000277529 -0.00342105 -0.00228261 -0.00352201 -0.00171875 0 -0.00542986 7.93257e-05 0.000859445 0.0013399 0.00235294 0.00376471 0.00292453 0.00299424 0.00353191 -0.000878156 -0.00192453 -0.00246964 0.0012069 0.000561224 0.00212598 -0.00340852 0.0040678 0.00220472 -0.00264706 0.00170732
internal_weight=2932 2467 465 426 2223 217 183 158 127 216 210 2006 1106 1004 594 244 211 520 469 900 519 493 105 381 243 388 176 126 67 245
internal_count=2932 2467 465 426 2223 217 183 158 127 216 210 2006 1106 1004 594 244 211 520 469 900 519 493 105 381 243 388 176 126 67 245
cat_boundaries=0 30 48 49 66 67 69 99 100 109 111 113
cat_threshold=1342177280 2050 4 0 65536 1 0 2147483648 1 32768 0 33556480 8256 0 268435456 0 0 0 33554432 2 2147483904 0 4194304 0 0 32768 64 0 0 8192 2 0 536879104 2105856 0 8192 0 8192 0 134217728 0 0 16 0 0 0 1073746048 384 1157472 268566529 16 1048576 524292 0 0 0 268435456 0 0 32800 0 0 0 0 0 16 4 175168 34 16 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 0 4096 10 0 128 0 0 0 0 131072 0 2048 3072 32 2048 32
is_linear=0
shrinkage=0.04


Tree=449
num_leaves=31
num_cat=11
split_feature=7 8 8 12 3 12 0 7 2 7 2 2 0 12 0 2 2 2 3 2 2 2 14 0 2 2 0 2 6 11
split_gain=3.24712 2.14857 1.47082 2.04563 1.36704 1.22186 1.67649 1.51179 2.04702 1.30843 1.29512 1.13439 1.1563 1.32747 1.13121 1.3139 1.10312 1.09393 1.02485 0.999882 0.956934 0.943814 0.937791 1.48254 1.1353 0.927824 0.855204 0.83705 1.20325 1.28572
threshold=0 1 2 3 2010.5000000000002 4 43.675000000000004 5 101.50000000000001 6 39.500000000000007 16.500000000000004 47.250000000000007 7 39.07500000000001 59.500000000000007 131.00000000000003 24.500000000000004 2001.5000000000002 50.500000000000007 35.500000000000007 38.500000000000007 8 37.250000000000007 1.5000000000000002 13.500000000000002 38.20000000000001 262.50000000000006 9 10
decision_type=9 9 9 9 10 9 10 9 10 9 10 10 10 9 10 8 10 10 10 10 10 8 9 10 10 10 10 10 9 9
left_child=1 -1 3 19 16 6 9 8 -7 10 -4 12 13 -3 21 20 17 25 -13 -2 -16 -11 24 -24 -9 -5 -15 28 -26 -30
right_child=2 11 5 4 -6 7 -8 22 -10 14 -12 18 -14 26 15 -17 -18 -19 -20 -21 -22 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=0.0001055358516369509 5.86256717945588e-05 0.00020045600357914141 -1.1815727334152371e-06 -0.00015658380785993131 0.00036501491917789508 -1.2937629178466637e-05 0.00019008924083252054 0.00052212084580606445 -0.00055620558417988518 -6.1815150653643512e-06 0.00087146958678047787 -3.4301152473261707e-05 -0.00019711008252151885 1.8146447845026616e-05 -1.4551538815439359e-05 7.8609515188823317e-05 3.5889557661406001e-05 -0.00016690622689370828 4.9068272200685215e-05 -4.7360187663372242e-05 -0.001022551029993295 -0.0001999837425961104 -9.3276440316003571e-06 -0.00035147661751572912 -5.4217693547826685e-05 -2.6950810155312867e-06 -9.8578778151008355e-05 -0.00029931519944106813 -4.2419735006404833e-06 8.5935434852402184e-05
leaf_weight=116 90 128 57 129 33 233 76 32 36 64 55 201 25 33 199 72 36 114 69 25 25 70 121 92 137 61 77 47 370 121
leaf_count=116 90 128 57 129 33 233 76 32 36 64 55 201 25 33 199 72 36 114 69 25 25 70 121 92 137 61 77 47 370 121
internal_value=-0.000570458 0.00190909 -0.00127493 -0.00320641 -0.00463542 -0.000737074 0.000699523 -0.00148333 -0.00407143 -7.36648e-05 0.00357724 0.000772059 0.00265152 0.00351464 -0.00108844 0.00026936 -0.0055132 -0.00629508 -0.00103321 0.00142857 -0.00124444 -0.00414815 -0.000687433 -0.00294643 2.78552e-05 -0.00439791 0 -0.000325444 6.3593e-05 0.000996016
internal_weight=2944 649 2295 488 373 1807 618 1189 269 542 112 533 263 238 430 296 340 304 270 115 224 134 920 213 707 190 110 675 628 491
internal_count=2944 649 2295 488 373 1807 618 1189 269 542 112 533 263 238 430 296 340 304 270 115 224 134 920 213 707 190 110 675 628 491
cat_boundaries=0 17 40 66 67 69 81 89 90 91 92 94
cat_threshold=3 1 68419584 2629636 0 134225920 0 536879104 33556480 134225920 32768 0 16 268435456 0 0 1073746048 0 4 0 0 0 0 262144 0 0 0 0 131076 0 0 0 0 0 0 0 8192 0 0 4194304 268435456 2048 4 0 2147483648 1 262144 2147483648 1 0 0 4 10240 0 268435456 0 0 0 0 0 128 0 4194304 0 0 16384 1130560 25602 2 0 128 0 0 32 0 0 131072 0 0 32 384 0 128 0 0 0 0 131072 131072 75842 8321 84 36 1024
is_linear=0
shrinkage=0.04


Tree=450
num_leaves=31
num_cat=9
split_feature=8 12 10 8 12 4 1 5 2 2 12 2 2 4 2 3 2 2 2 2 2 3 3 6 3 3 4 2 9 8
split_gain=1.83217 1.36782 0.917434 0.990649 1.34462 1.12374 1.02149 1.20738 1.08028 1.29334 1.36553 1.22558 0.980017 0.933829 1.11203 0.923554 0.915097 0.876425 1.53602 0.891968 0.789268 0.749208 0.697724 0.676102 0.685602 0.633283 1.20119 0.587222 0.572009 0.820408
threshold=0 1 2 3 4 141.00000000000003 1.0000000180025095e-35 1.5000000000000002 81.500000000000014 10.500000000000002 5 9.5000000000000018 33.500000000000007 1246835000.0000002 24.500000000000004 2011.5000000000002 6.5000000000000009 6.5000000000000009 12.500000000000002 26.500000000000004 75.500000000000014 2019.5000000000002 2005.5000000000002 6 1997.5000000000002 2003.5000000000002 1.0000000180025095e-35 3.5000000000000004 7 8
decision_type=9 9 9 9 9 10 10 8 8 10 9 10 10 8 10 10 8 10 10 10 10 8 10 9 10 10 10 10 9 9
left_child=1 21 3 13 5 16 -6 -8 9 11 12 15 -11 -2 -15 -9 -5 27 -19 -20 -18 -1 23 24 -12 26 -10 -4 -3 -30
right_child=2 28 17 4 6 -7 7 8 25 10 22 -13 -14 14 -16 -17 20 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00012628987070350205 2.0978027587972293e-05 1.9133637219859169e-05 -7.6471152205002108e-05 -0.00015032045554555395 -9.3043037937832194e-05 -0.00046236939917257305 -7.7117866834903743e-05 8.9714625072900851e-06 3.266937844912832e-05 2.4617110443472257e-05 -0.00013897452854919835 0.00071604810752411651 0.0013904651107188926 0.00086995087029819731 -6.2687291145344654e-05 0.00069933101457003493 7.3531720297381751e-06 0.00018050647335602577 -0.00058407244377306716 4.8298719910988554e-06 -8.1256464187688947e-05 -2.8263782123367777e-05 -0.00011724251856676916 3.6872641290557341e-05 0.00050878782359450978 5.3164241250911461e-05 0.00084871697770580565 -0.0015504449281549171 3.8475429477102806e-07 -4.7446132195219092e-05
leaf_weight=67 27 110 70 67 79 43 118 191 132 87 92 40 29 71 34 55 169 28 35 66 76 362 81 137 26 26 25 28 371 237
leaf_count=67 27 110 70 67 79 43 118 191 132 87 92 40 29 71 34 55 169 28 35 66 76 362 81 137 26 26 25 28 371 237
internal_value=-0.000395973 -0.00164076 0.000390667 0.000730198 0.00041779 -0.00169399 0.00109832 0.00144231 0.00193059 0.00124493 -8.83002e-05 0.00334495 0.00346457 0.00391608 0.00245283 0.00226721 -0.000894569 -0.00193277 0.000153846 -0.00215686 0.000243902 -0.00340909 -0.00138329 -0.000390625 -0.00248062 0.00467391 0.00367089 -0.00484848 -0.000548697 -0.00103393
internal_weight=2979 1147 1832 1605 1473 355 1118 1039 921 738 452 286 116 132 105 246 312 227 129 101 245 429 336 255 118 183 157 98 718 608
internal_count=2979 1147 1832 1605 1473 355 1118 1039 921 738 452 286 116 132 105 246 312 227 129 101 245 429 336 255 118 183 157 98 718 608
cat_boundaries=0 30 31 32 52 53 54 55 57 80
cat_threshold=1073741824 0 4 134217728 0 1 262144 0 1 0 0 33685504 8256 1049088 0 0 0 0 33554432 0 2147484032 0 16777216 0 0 49152 68 0 0 8192 84025378 288 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 2048 17835296 180224 196 1 16388 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=451
num_leaves=31
num_cat=8
split_feature=8 12 2 12 6 1 2 3 6 9 1 2 2 3 5 2 0 2 17 12 2 2 2 2 2 1 0 2 0 2
split_gain=2.29737 2.00783 1.3453 1.28571 1.27493 1.384 1.02483 0.970425 0.886703 1.24229 1.30064 0.865009 0.824216 0.803148 0.707246 0.691931 0.661602 0.667472 0.602978 0.974392 2.88996 1.41315 1.10771 1.11165 0.967217 1.08723 0.826799 0.824476 0.77276 0.962132
threshold=0 1 45.500000000000007 2 3 1.5000000000000002 37.500000000000007 1999.5000000000002 4 5 1.5000000000000002 442.50000000000006 1.5000000000000002 2007.5000000000002 1.0000000180025095e-35 34.500000000000007 38.57500000000001 4.5000000000000009 6 7 99.000000000000014 42.500000000000007 2.5000000000000004 6.5000000000000009 10.500000000000002 4.5000000000000009 18.500000000000004 122.50000000000001 31.500000000000004 11.500000000000002
decision_type=9 9 10 9 9 10 8 8 9 9 10 8 10 8 10 10 10 10 9 9 8 10 8 10 10 10 10 10 10 10
left_child=2 4 3 -1 5 11 -5 -6 -3 18 -11 -2 -7 15 -4 -14 -12 -18 24 22 21 28 -20 -24 25 -10 -23 -22 -21 -30
right_child=1 8 14 6 7 12 -8 -9 9 10 16 -13 13 -15 -16 -17 17 -19 19 20 27 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.7753404589153659e-05 0.00071136837273428461 1.644431550317904e-05 0.00015449571861076095 0.00021779884791911286 -0.00037490389447128794 2.4142228244805607e-05 -0.00013704494555611291 4.0650508032413771e-06 -2.0667848335165217e-06 -0.0013901490083032897 -4.934481524390577e-05 -0.00011384388554048996 6.6652369173922916e-05 -6.4965343150618081e-05 1.1290006562987287e-05 -1.2692145404002986e-05 -0.00053201804218851124 3.5820300024198559e-05 0.0018392417778779091 -5.5658908706135437e-06 0.001240585407574173 -0.00012908280394775319 -0.00030113799019279244 -1.733874217180187e-06 4.4852161936468348e-05 -0.0006955003087040268 -1.3762480013070899e-05 3.7413759176487817e-05 0.00030198325725812938 2.1992639866716956e-05
leaf_weight=111 27 335 71 135 41 34 25 404 59 36 46 25 25 560 25 25 34 169 26 74 25 30 36 355 30 33 34 29 45 58
leaf_count=111 27 335 71 135 41 34 25 404 59 36 46 25 25 560 25 25 34 169 26 74 25 30 36 355 30 33 34 29 45 58
internal_value=-0.000431995 -0.00085188 0.00248677 0.00110294 -0.00210069 -0.00316832 0.00327485 -0.000394737 0.000136519 -0.00040708 -0.00263514 0.00301887 -0.00372093 -0.00405892 0.00659794 0.000784314 -0.00168 -0.000686275 0.000378698 0.000829876 0.00254902 0.000743802 -0.000420561 -0.000969388 -0.00210526 -0.00430108 -0.00430769 0.0109091 0.00258427 0.00480769
internal_weight=2962 2595 367 271 1141 696 160 445 1454 1119 285 52 644 610 96 50 249 203 834 712 295 241 417 391 122 92 64 54 177 103
internal_count=2962 2595 367 271 1141 696 160 445 1454 1119 285 52 644 610 96 50 249 203 834 712 295 241 417 391 122 92 64 54 177 103
cat_boundaries=0 30 31 33 34 35 37 38 40
cat_threshold=1073741824 2054 0 0 2147549184 1 0 0 0 32768 0 0 10240 1048576 268435456 0 0 0 33554432 8192 0 0 0 0 0 16384 0 0 524288 8192 68299010 98624 32 330 260 1 10372 40 16859136 34
is_linear=0
shrinkage=0.04


Tree=452
num_leaves=31
num_cat=17
split_feature=8 7 12 12 0 7 10 8 12 9 12 5 9 3 12 0 0 6 5 3 5 11 12 6 3 6 0 0 0 3
split_gain=2.44993 1.94763 2.37339 1.51447 1.47788 1.18884 1.14379 1.47485 1.83489 1.53505 1.25203 0.960364 1.93835 0.84646 0.751767 0.744188 0.710546 0.691662 0.903202 0.685182 0.683389 0.500504 0.833379 0.520617 0.491492 0.433199 0.407541 0.383725 0.351804 0.529931
threshold=0 1 2 3 48.175000000000004 4 5 6 7 8 9 1.5000000000000002 10 2018.5000000000002 11 29.500000000000004 32.500000000000007 12 2.5000000000000004 2022.5000000000002 4.5000000000000009 13 14 15 2003.5000000000002 16 33.175000000000004 18.500000000000004 43.175000000000004 2000.5000000000002
decision_type=9 9 9 9 10 9 9 9 9 9 9 8 9 8 9 10 10 9 8 8 8 9 9 9 10 9 10 10 10 10
left_child=4 2 19 -3 5 15 7 -5 -9 21 -8 -7 14 -11 24 -1 27 -15 -19 -2 -4 22 -10 28 -13 -22 -27 -16 29 -23
right_child=1 3 20 6 -6 11 10 8 9 13 -12 12 -14 17 16 -17 -18 18 -20 -21 25 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=6.6593081144787901e-05 -4.4552454941850783e-05 -4.6261896087855803e-05 -3.03211866690134e-05 -8.9433846752093866e-05 -0.00018420212769903799 -6.5704536559465512e-05 -4.0697654538490721e-06 7.3608570952607977e-05 -2.0666323720561765e-05 0.0010519991151220509 0.00029295870101826439 3.6786771527985705e-06 0.00034212315339505751 6.0799214386904054e-05 0.0004132833126497104 -9.9376749064639111e-05 0.00012355583275695637 2.4752643993970482e-05 -0.00010908223908192128 -0.00019243827856094242 5.031173622572993e-05 -0.00016082148352928983 1.2503997154524882e-05 -5.0243253743929019e-05 -0.00066249702478614835 3.9130187232672142e-06 -9.9185416105740393e-06 -2.7365298367314494e-05 2.9703647023069379e-05 3.8568652356474335e-06
leaf_weight=49 67 124 25 216 26 51 108 142 123 38 100 106 106 103 25 60 80 94 92 159 102 238 125 269 25 64 67 26 59 98
leaf_count=49 67 124 25 216 26 51 108 142 123 38 100 106 106 103 25 60 80 94 92 159 102 238 125 269 25 64 67 26 59 98
internal_value=-0.000680593 -0.00122937 -0.00347475 -0.000649485 0.00169912 0.00219282 -0.00034141 -0.000708955 -0.000215517 -0.00072 0.00237443 0.00311628 0.00390244 0.00159763 0.00175824 -0.0015 0.00380282 0.000896552 -0.000609137 -0.0064135 -0.000743494 -0.00156013 0 -0.00213333 -0.000422535 -8.54701e-05 -0.0015493 0.000384615 -0.001133 -0.00166172
internal_weight=2967 2413 484 1929 554 528 1805 1597 1381 1239 208 419 368 327 262 109 131 289 186 226 258 912 248 664 131 233 131 51 395 336
internal_count=2967 2413 484 1929 554 528 1805 1597 1381 1239 208 419 368 327 262 109 131 289 186 226 258 912 248 664 131 233 131 51 395 336
cat_boundaries=0 27 45 46 47 59 60 86 87 89 90 92 94 95 96 98 99 100
cat_threshold=16 1050628 0 134217728 2147549184 0 0 0 0 32768 0 4 0 1024 0 4096 0 0 0 10240 128 0 4194304 8 0 0 64 0 268435457 1048576 2052 524288 0 0 536870912 67584 134225920 0 256 16 0 0 0 4112 256 1058146 16908288 0 128 0 0 0 0 0 131072 0 32 0 128 256 0 8 4 0 0 1 0 2147483648 0 0 0 2048 0 512 0 0 0 0 33554432 0 0 0 0 0 0 49152 10240 256 18564 106498 0 10288 67618 32 136 32 65632 32 390 134
is_linear=0
shrinkage=0.04


Tree=453
num_leaves=31
num_cat=13
split_feature=7 17 3 11 2 12 12 0 2 2 7 2 9 12 2 3 12 2 2 0 9 6 12 3 3 13 0 2 0 1
split_gain=2.70314 1.69001 2.11525 2.26044 1.02255 0.983939 0.938531 0.965722 0.848775 1.59108 0.766427 2.64461 2.38061 1.37235 1.45222 1.14901 0.907579 1.27585 0.86659 0.741242 0.710896 1.15139 0.857588 0.922517 0.818439 0.713715 1.5194 0.887576 0.760254 0.698959
threshold=0 1 2011.5000000000002 2 416.00000000000006 3 4 24.500000000000004 9.5000000000000018 17.500000000000004 5 101.50000000000001 6 7 73.500000000000014 2001.5000000000002 8 36.500000000000007 8.5000000000000018 18.500000000000004 9 10 11 2017.5000000000002 2003.5000000000002 12 36.400000000000006 14.500000000000002 31.500000000000004 4.5000000000000009
decision_type=9 9 10 9 10 9 9 10 10 10 9 10 9 9 8 10 9 10 10 10 9 9 9 10 10 9 8 10 10 10
left_child=1 -1 3 6 10 -5 7 -3 -8 -10 11 12 13 14 15 16 17 -2 -14 -11 21 -12 23 -22 -23 27 -27 -24 -29 -7
right_child=4 2 -4 5 -6 29 8 -9 9 19 20 -13 18 -15 -16 -17 -18 -19 -20 -21 22 24 25 -25 -26 26 -28 28 -30 -31
leaf_value=-4.1740472778712958e-05 -2.9181121495511775e-05 -2.726405710408386e-05 -8.0260852761213647e-05 0.00039205619815142257 0.00013782827186311407 -0.00061490678740455001 -6.5461756146127932e-05 1.9693424694366967e-05 0.00094489624086612877 -2.0406920142974629e-05 0.00032326281486639631 -0.00032434075670302321 -0.00024295321879641563 -2.6063429292335628e-05 0.00050413704399378647 0.00026414162678030096 6.7366933054913147e-06 -0.00014361023750094403 -0.00015573601928757342 0.00075113279304062531 -3.2207326064472852e-05 -3.8635073698856105e-06 -0.00010609082272736715 -0.00048041797175709891 -0.00028002736978855581 0.00093881163024342126 -2.0468987528232673e-06 -4.2653633026574769e-05 7.2646811337975233e-05 2.7718745342539818e-05
leaf_weight=104 79 68 59 203 95 25 44 42 27 53 145 33 38 209 52 33 142 26 66 41 520 106 141 52 37 54 177 25 106 116
leaf_count=104 79 68 59 203 95 25 44 42 27 53 145 33 38 209 52 33 142 26 66 41 520 106 141 52 37 54 177 25 106 116
internal_value=-0.000589243 0.00141236 0.00214804 0.00287097 -0.00132278 0.00495775 6.99301e-05 -0.00264463 0.00193182 0.00377049 -0.00151812 -0.00261248 -0.0020743 -0.000905797 0.000699708 -0.000427046 -0.00137097 -0.00396552 -0.00730435 0.00126316 -0.000946143 0.000802676 -0.00141805 -0.00246998 -0.00168831 -0.000194553 0.00140496 -0.00155477 0.000757576 0.00197368
internal_weight=2918 782 678 619 2136 344 275 110 165 121 2041 678 645 541 332 280 247 105 104 94 1363 288 1075 572 143 503 231 272 131 141
internal_count=2918 782 678 619 2136 344 275 110 165 121 2041 678 645 541 332 280 247 105 104 94 1363 288 1075 572 143 503 231 272 131 141
cat_boundaries=0 12 13 16 18 19 36 38 40 42 44 45 47 48
cat_threshold=268582914 16 1610612736 2369540 34 0 131072 268443648 2048 0 40960 128 22 16416 1024 524288 76034 32 76064 0 268435457 67117056 0 589824 66 33554432 131072 65536 134217728 0 0 0 268435456 0 32 1073745920 1 22656 106850 32 66 32 1 8340 194 16919586 32 10
is_linear=0
shrinkage=0.04


Tree=454
num_leaves=31
num_cat=7
split_feature=8 12 2 12 2 4 2 2 9 3 11 2 12 3 6 2 2 2 2 0 4 2 0 0 2 2 0 4 4 4
split_gain=2.18245 1.80465 1.52413 1.19822 1.17798 1.39387 1.25431 1.13993 1.19407 1.28915 1.04338 2.34515 1.00654 0.951877 0.900619 1.25124 1.07159 1.00242 1.06232 0.873796 0.799071 0.764335 0.633518 0.630183 0.839123 0.574645 0.657386 0.568778 0.563394 0.496981
threshold=0 1 61.500000000000007 2 13.500000000000002 520.00000000000011 9.5000000000000018 6.5000000000000009 3 2013.5000000000002 4 7.5000000000000009 5 2008.5000000000002 6 8.5000000000000018 22.500000000000004 60.500000000000007 14.500000000000002 29.500000000000004 4350.0000000000009 7.5000000000000009 48.175000000000004 40.675000000000004 74.500000000000014 1.5000000000000002 39.07500000000001 293.00000000000006 1158870000.0000002 4050.0000000000005
decision_type=9 9 10 9 10 10 8 8 9 8 9 10 9 10 9 10 10 8 10 10 10 8 8 10 10 10 10 10 8 10
left_child=1 2 21 10 5 7 -7 12 13 -10 14 -12 25 -9 15 -2 -17 18 -16 -14 -13 -1 23 29 -25 -5 -27 -3 -23 -6
right_child=3 27 -4 4 22 6 -8 8 9 -11 11 20 19 -15 17 16 -18 -19 -20 -21 -22 28 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00015358523866002116 6.9470750452893523e-06 7.2412572482747348e-05 -0.00016471548706974205 -3.4617792343283328e-05 -2.522814926095407e-05 0.0014101151309115778 -1.0804465460196867e-05 0.00011860577187448484 -0.00024631402374801324 -6.8252102127530636e-06 -0.00029219403388374587 4.6180912809248301e-05 0.0026042063937322269 -3.3802058096554788e-05 -2.0624465131291458e-06 -8.9384178607616608e-05 -2.3769685604406732e-05 -0.00012747407393000289 0.00026449842264320012 -0.00011290987947546683 0.00073486096691759433 -0.00021982829125260394 2.542185657418372e-05 -1.2976178431749474e-05 -0.0001071289458305813 -0.00015985541557547833 -0.00034810586794414177 0.00039191307379596199 2.5958777684209623e-05 1.7430365205939326e-05
leaf_weight=48 69 143 41 25 875 29 25 140 25 119 91 184 37 29 92 87 165 30 61 143 36 26 33 54 29 32 47 39 149 46
leaf_count=48 69 143 41 25 875 29 25 140 25 119 91 184 37 29 92 87 165 30 61 143 36 26 33 54 29 32 47 39 149 46
internal_value=-0.000535593 0.00201313 -0.000145455 -0.000994431 -0.00160094 -0.000276074 0.00581818 -0.00083612 0.000828025 -0.00180645 0.000266344 0.00204969 -0.00266667 0.003 -0.000854369 -0.00210843 -0.00347826 0.00134021 0.00272727 -0.000628272 0.00434389 0.00116071 -0.00244701 -0.00262687 -0.00595238 -0.00556522 -0.00775 0.00497409 0.00238636 -0.00232104
internal_weight=2949 446 264 2503 1688 651 54 597 313 144 815 311 284 169 504 321 252 183 153 180 220 223 1037 1004 83 104 79 182 175 921
internal_count=2949 446 264 2503 1688 651 54 597 313 144 815 311 284 169 504 321 252 183 153 180 220 223 1037 1004 83 104 79 182 175 921
cat_boundaries=0 30 32 34 36 38 39 40
cat_threshold=268435456 2052 0 134217728 2147491840 0 0 0 0 0 0 4 8192 1048576 0 4096 0 0 4096 0 0 524288 0 0 0 268468224 64 0 0 8192 164162 32 164192 2 0 2064 36 1024 83961856 140
is_linear=0
shrinkage=0.04


Tree=455
num_leaves=31
num_cat=8
split_feature=7 8 7 4 4 2 4 9 7 6 2 6 6 2 2 0 2 2 2 4 0 0 1 2 0 2 1 2 2 2
split_gain=3.33885 2.20898 1.58104 1.25876 1.24985 1.59779 1.07278 1.08263 1.25346 1.38824 0.996027 1.40024 1.06756 0.96462 0.960516 0.886866 0.909945 0.872238 0.861505 0.821109 0.800911 0.893598 0.779045 0.735612 0.734791 1.06201 0.652176 0.638165 0.6239 1.2807
threshold=0 1 2 3023950000.0000005 5368.5000000000009 10.500000000000002 984745000.00000012 3 4 5 11.500000000000002 6 7 11.500000000000002 41.500000000000007 39.07500000000001 79.500000000000014 21.500000000000004 26.500000000000004 456.00000000000006 39.07500000000001 33.175000000000004 5.5000000000000009 32.500000000000007 29.500000000000004 3.5000000000000004 4.5000000000000009 6.5000000000000009 44.500000000000007 51.500000000000007
decision_type=9 9 9 8 8 10 8 9 9 9 10 9 9 8 10 10 8 8 10 8 8 10 10 8 10 10 8 10 10 10
left_child=13 -2 3 -3 5 -4 -6 14 9 26 12 15 -10 24 17 -12 18 27 -17 -15 21 -13 -14 -5 25 -1 -9 -8 -21 -30
right_child=1 2 4 23 6 -7 7 8 10 -11 11 20 22 19 -16 16 -18 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.8336336568083311e-05 -3.6179180978734847e-05 -2.5806779935315662e-05 -7.4543100374100397e-05 0.00061904045842041454 -0.00018917104482344627 0.00010580568953010072 -0.00090634714877531059 -6.752283070774468e-05 0.00010699110179103855 -0.0001113149528430668 0.00062320485196345034 -0.00011343025490386794 -1.8580913406829324e-05 -9.0431742071501729e-05 4.2851446733180864e-05 -4.8691714923663196e-05 -8.8967898896363814e-05 -0.00069362711391647732 0.00014871983947607249 -4.4983379301655195e-05 -9.3346872859711996e-06 -0.00074630768177954112 0.00015569918413913087 3.3507420548097854e-05 -2.7704594331581235e-05 0.0037738766936220359 4.7115822873422533e-07 -6.5522018042685204e-06 0.00060507108243804456 -2.1606912022704706e-05
leaf_weight=33 147 40 63 87 64 88 30 45 144 104 45 40 256 27 26 49 32 29 60 341 310 25 54 98 112 26 267 49 39 188
leaf_count=33 147 40 63 87 64 88 30 45 144 104 45 40 256 27 26 49 32 29 60 341 310 25 54 98 112 26 267 49 39 188
internal_value=-0.000945529 -0.00012945 0.000228175 0.00330508 -0.000178671 0.00328947 -0.000503067 -0.000293742 4.16089e-05 -0.00177986 0.00079922 -0.000320285 0.0021978 -0.00319176 -0.00358621 0.00243655 0.000985915 -0.00550459 0.00272727 -0.00399329 -0.00170984 -0.00575758 0.000747664 0.00483871 -0.000581395 0.003 -0.000371517 -0.00325 -0.00365554 -0.00201754
internal_weight=2918 2152 2005 225 1780 151 1629 1565 1431 416 1015 561 454 766 134 186 141 108 109 595 375 65 310 185 171 59 312 79 568 227
internal_count=2918 2152 2005 225 1780 151 1629 1565 1431 416 1015 561 454 766 134 186 141 108 109 595 375 65 310 185 171 59 312 79 568 227
cat_boundaries=0 18 45 60 62 79 80 81 82
cat_threshold=16384 0 67117056 2048 0 0 33685504 805306368 65536 8240 8192 128 144 0 0 0 144 256 1073741824 8 0 0 0 0 0 0 1 0 0 0 8192 0 0 0 0 0 33554432 0 256 0 0 0 0 0 64 268566528 0 1644167168 2097152 32 64 0 0 2048 0 0 0 0 268435456 67108864 256 160 1 128 0 524292 0 0 0 131072 0 134217728 0 0 0 0 0 0 4096 136 258 132
is_linear=0
shrinkage=0.04


Tree=456
num_leaves=31
num_cat=10
split_feature=7 7 0 2 0 8 1 12 12 3 3 3 2 6 9 3 2 0 2 2 5 3 12 0 5 0 0 6 12 2
split_gain=2.80787 1.75548 1.22642 1.23129 1.19431 0.992409 0.967494 2.72618 1.20297 1.6926 1.38647 1.63755 1.26573 1.24035 1.14285 1.14423 1.00814 0.837315 0.980648 1.12962 0.809043 0.772935 0.786731 1.73926 0.955832 0.845423 0.72016 0.628554 1.07476 0.835922
threshold=0 1 42.710000000000008 81.500000000000014 48.175000000000004 2 5.5000000000000009 3 4 2000.5000000000002 2020.5000000000002 2017.5000000000002 11.500000000000002 5 6 2003.5000000000002 7.5000000000000009 38.57500000000001 24.500000000000004 15.500000000000002 1.5000000000000002 2000.5000000000002 7 39.07500000000001 3.5000000000000004 14.500000000000002 38.20000000000001 8 9 131.00000000000003
decision_type=9 9 10 10 10 9 8 9 9 8 10 10 10 9 9 10 8 10 10 10 8 10 9 10 8 10 10 9 9 8
left_child=4 2 3 26 5 -1 8 -8 9 -3 11 13 16 -10 21 -16 -11 -14 19 -19 -9 22 23 -15 -25 -24 -2 -7 29 -29
right_child=1 6 -4 -5 -6 27 7 20 10 12 -12 -13 17 14 15 -17 -18 18 -20 -21 -22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=-4.3184044129560559e-05 0.00030599107836970063 -0.0011389191673919542 0.00019094159356718875 3.470086616580659e-05 -0.00024831614924039516 -9.3147612048483095e-07 -0.00014705028530649145 -0.00013662850756116285 0.0002057810270708771 7.5066280248847762e-06 0.00065838084778896194 -0.00049228452342688913 2.1163318707628777e-05 -4.7508730572047851e-05 -0.00022139585838370834 -0.00065168924917600177 0.00029669658029710886 -8.6034566722688062e-05 -0.00037718449375489626 0.00079836488738042281 3.7355121584887744e-05 1.8188119904181123e-05 7.4672766282688486e-05 8.9282237804084736e-05 -0.00013131155714496856 -1.8282860097116327e-05 -4.9092152162408809e-05 -9.2703338784616561e-06 -5.8539841065829988e-05 0.00035425444670298843
leaf_weight=115 32 26 55 29 25 213 105 34 124 63 32 55 96 51 204 47 49 29 56 32 350 71 33 35 80 271 102 227 260 30
leaf_count=115 32 26 55 29 25 213 105 34 124 63 32 55 96 51 204 47 49 29 56 32 350 71 33 35 80 271 102 227 260 30
internal_value=-0.0011528 -0.000337838 0.00296943 0.00134146 -0.003042 -0.00281324 -0.000744337 0.00077551 -0.00129889 0.000718232 -0.00199211 -0.00228395 0.00153374 -0.00187568 -0.00244085 -0.00465649 0.00495575 -0.000280374 -0.00254237 0.000967742 0.00232911 -0.00134058 -0.00195329 -0.0040678 -0.00155172 -0.000634921 -0.000296296 -0.00215924 -0.00291667 -0.000970149
internal_weight=2931 2061 218 163 870 845 1843 489 1354 351 1003 971 325 916 792 251 112 213 117 61 384 541 470 166 115 304 134 730 517 257
internal_count=2931 2061 218 163 870 845 1843 489 1354 351 1003 971 325 916 792 251 112 213 117 61 384 541 470 166 115 304 134 730 517 257
cat_boundaries=0 17 35 56 58 60 61 63 64 65 67
cat_threshold=2 0 1678778368 2099200 524290 8258 131072 0 65536 134217760 32 256 0 268435456 0 0 4096 1 268435472 0 262656 0 134217728 4194304 8192 33554432 8208 40960 0 0 0 67108864 0 0 384 0 0 0 0 0 0 0 0 0 0 0 2052 0 512 0 0 0 0 0 0 256 8192 32 67158016 34 80 1 6160 16777250 146 85011456 32
is_linear=0
shrinkage=0.04


Tree=457
num_leaves=31
num_cat=10
split_feature=8 12 12 15 8 17 12 0 5 4 8 5 11 0 4 9 3 0 4 3 3 3 0 3 3 4 0 4 0 0
split_gain=3.08917 1.80271 1.2355 1.12982 1.1055 1.35026 1.27974 1.89158 1.27751 1.04292 1.10101 1.00489 0.996064 0.830235 0.952154 0.796128 0.763792 1.00702 0.747592 0.74539 0.666407 0.666032 0.659914 0.644632 0.630086 0.57948 0.536218 0.499042 0.521718 0.505942
threshold=0 1 2 3 4 5 6 14.500000000000002 9.0000000000000018 16000.000000000002 7 1.5000000000000002 8 42.710000000000008 54014.000000000007 9 2019.5000000000002 39.07500000000001 1868495000.0000002 2020.5000000000002 2014.5000000000002 2012.5000000000002 29.500000000000004 2000.5000000000002 2002.5000000000002 199.50000000000003 36.900000000000006 1.0000000180025095e-35 36.400000000000006 32.500000000000007
decision_type=9 9 9 9 9 9 9 8 8 8 9 8 9 8 8 9 8 10 10 8 10 8 10 10 10 10 10 10 8 10
left_child=2 3 -1 -2 8 13 7 -7 -3 -4 -11 -8 -13 14 -6 19 17 -5 -15 -9 22 -17 -10 -19 -12 -18 -24 28 29 -14
right_child=1 4 9 16 5 6 11 15 20 10 24 12 27 18 -16 21 25 23 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.2363370578398758e-05 5.055958898303459e-06 -9.2978146343369866e-06 9.7551025105389042e-05 -0.00029738937972332733 3.3744730144746881e-06 -0.00022200952094731719 0.00024853973089602023 2.6016270994766445e-05 0.0008477310716582309 -8.422049345568894e-07 8.5710948291932708e-05 -1.6983505456380499e-05 4.5357163289097006e-05 -0.00011505455058518522 -0.00051869804908040603 -0.00025496862648900277 -1.9566903815402269e-05 -0.00052131412748387615 7.8296355207214672e-05 -1.2094373115942858e-05 -3.1509467047783348e-05 -4.7272679082084325e-05 -4.7644620344797774e-05 -5.7724471832898417e-06 -1.1033371842472662e-05 -0.00010481509241643039 0.00010267920550305121 0.0016329490058510034 -1.4753766609487685e-06 0.001479390991120937
leaf_weight=107 150 47 39 30 25 46 28 108 29 141 133 287 30 70 100 62 529 27 26 304 25 234 30 55 25 37 85 35 88 26
leaf_count=107 150 47 39 30 25 46 28 108 29 141 133 287 30 70 100 62 529 27 26 304 25 234 30 55 25 37 85 35 88 26
internal_value=-0.000892193 -0.00143423 0.00214912 -0.0029559 -0.00067217 -0.00106757 -0.000540111 -0.00156863 0.00193833 0.00332378 0.0026 0.0010297 0.000599572 -0.00387931 -0.00619048 -0.00107193 -0.00365747 -0.00672566 -0.00123711 9.45626e-05 0.00364706 -0.00260586 0.00468966 -0.00433735 0.00473373 -0.00310406 0.00327586 0.00284211 0.00193103 0.00491228
internal_weight=2958 2513 445 828 1685 1469 1248 754 216 338 299 494 466 221 125 708 678 112 96 412 169 296 144 82 158 566 115 179 144 56
internal_count=2958 2513 445 828 1685 1469 1248 754 216 338 299 494 466 221 125 708 678 112 96 412 169 296 144 82 158 566 115 179 144 56
cat_boundaries=0 30 31 33 34 63 64 66 85 88 90
cat_threshold=0 4 0 134217728 2147549184 1 0 0 0 0 0 4 2048 1049600 0 4096 0 0 4096 0 0 0 0 8 0 268435456 4 0 0 8192 85093376 33024 32 2281701376 0 8 0 0 0 0 0 2147483648 0 32768 0 2048 0 0 0 0 0 0 0 10240 256 0 4194304 0 0 32768 64 0 524288 34 65570 32 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 4096 0 0 4096 36 0 524288 1073741825 10256
is_linear=0
shrinkage=0.04


Tree=458
num_leaves=31
num_cat=12
split_feature=7 7 8 7 12 2 2 2 2 5 12 8 8 4 2 13 2 2 1 2 2 2 2 16 2 4 2 3 9 12
split_gain=2.38569 1.93012 1.71608 1.38392 1.57009 1.38238 1.12391 0.97249 0.8855 0.8627 0.805213 1.62365 1.20803 0.92742 0.798034 1.15584 0.945512 0.963009 0.923306 1.00941 0.850403 0.7877 0.809434 0.750154 1.20725 0.745707 0.742654 0.716626 0.708167 0.717666
threshold=0 1 2 3 4 17.500000000000004 79.500000000000014 7.5000000000000009 11.500000000000002 1.5000000000000002 5 6 7 499885000.00000006 10.500000000000002 8 23.500000000000004 19.500000000000004 5.5000000000000009 8.5000000000000018 4.5000000000000009 9.5000000000000018 26.500000000000004 9 29.500000000000004 5157000000.000001 19.500000000000004 2010.5000000000002 10 11
decision_type=9 9 9 9 9 8 10 10 10 8 9 9 9 8 8 9 10 8 8 10 10 10 10 1 10 10 10 10 9 9
left_child=7 -2 9 4 6 -6 -4 -1 -9 -3 11 13 21 -5 18 16 17 -16 19 -13 -20 -12 -23 -11 -25 27 -10 -17 -14 -30
right_child=1 2 3 10 5 -7 -8 8 26 23 12 14 28 -15 15 25 -18 -19 20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00062002521011130798 8.757647109298716e-05 -0.00013178477805304568 -3.573746160817848e-05 9.3783351243814659e-06 -0.00012874589101883772 2.8147768893092008e-05 -0.00012533262206709139 1.8193694015877784e-05 -0.00023105883729215292 5.6883664473446064e-05 0.00069120716708308554 -1.5177320948112084e-06 -8.3657608924738732e-05 -6.8213237769469971e-05 -2.9117980490802609e-05 3.0665376040737156e-05 -1.7017219337276403e-05 -0.00031898282618556098 0.00587043797050729 0.00036424636421308778 2.3201295102595054e-05 -2.9383532346898279e-05 4.2993121244734311e-05 -8.3192339081108459e-05 6.1311537809949362e-05 -0.00097003957288173133 -2.4965438586335153e-05 -0.00053642855246867078 4.5551912207741906e-06 -4.8147135202007974e-05
leaf_weight=46 115 38 182 25 90 123 30 41 37 149 28 146 249 91 54 328 165 32 30 40 29 35 41 25 36 29 86 28 269 340
leaf_count=46 115 38 182 25 90 123 30 41 37 149 28 146 249 91 54 328 165 32 30 40 29 35 41 25 36 29 86 28 269 340
internal_value=-0.000885734 -0.000558376 -0.000786984 -0.001119 -0.00316514 -0.000625 -0.00556054 -0.00488688 -0.00363636 0.0023166 -0.000659898 0.000138889 -0.00147996 -0.00409449 0.00073991 0 -0.00206107 -0.00551724 0.00268293 0.00128342 0.007 0.00243478 0.000519481 0.00341232 -0.000322581 0.00136364 -0.00532258 0.00190476 -0.00197929 -0.00119355
internal_weight=2957 2747 2632 2384 425 213 212 210 164 248 1959 997 962 116 881 636 251 86 245 186 59 104 76 210 61 385 123 356 858 609
internal_count=2957 2747 2632 2384 425 213 212 210 164 248 1959 997 962 116 881 636 251 86 245 186 59 104 76 210 61 385 123 356 858 609
cat_boundaries=0 18 36 66 83 84 86 107 128 129 130 132 134
cat_threshold=131072 0 1073741824 0 524288 0 0 536870912 0 671096864 8192 2097152 128 0 0 0 0 256 0 17 0 270848 0 0 0 0 0 268435456 32768 0 67108864 0 0 0 0 128 0 4 0 0 3221233664 0 0 2147483648 1 32768 0 0 64 1048576 0 0 0 0 0 0 0 0 4194304 8 0 0 64 0 0 8192 2 0 537927680 2097156 2 0 0 0 67584 0 32 0 0 268435456 0 32 128 1075458 1196322 32 0 2048 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 256 0 2056 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 256 2 2 257 20484 16850944 2
is_linear=0
shrinkage=0.04


Tree=459
num_leaves=31
num_cat=11
split_feature=7 8 12 12 11 8 2 2 12 2 2 2 2 2 12 3 3 2 2 2 11 2 2 2 2 2 12 5 6 2
split_gain=2.66828 1.89162 1.81008 1.39635 1.63917 1.39557 1.54681 1.30489 1.2324 1.23678 1.1748 1.06682 1.1458 1.6656 1.21805 0.947832 0.793285 1.80429 0.781291 0.75398 1.12887 1.28633 1.10181 0.719191 0.742888 2.09721 0.660814 1.56586 1.02105 1.18328
threshold=0 1 2 3 4 5 291.50000000000006 6.5000000000000009 6 4.5000000000000009 19.500000000000004 79.500000000000014 10.500000000000002 13.500000000000002 7 2010.5000000000002 2007.5000000000002 14.500000000000002 29.500000000000004 104.50000000000001 8 8.5000000000000018 46.500000000000007 1.5000000000000002 11.500000000000002 17.500000000000004 9 1.5000000000000002 10 17.500000000000004
decision_type=9 9 9 9 9 9 10 10 9 10 10 10 8 10 9 8 8 10 10 10 9 10 10 10 10 10 9 10 9 10
left_child=8 2 -2 4 16 7 19 -5 9 -1 -9 12 -4 -14 -15 -10 -3 -18 -6 20 21 -7 26 -17 -25 -26 -22 28 29 -28
right_child=1 3 11 5 18 6 -8 10 15 -11 -12 -13 13 14 -16 23 17 -19 -20 -21 22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=2.1421926894404919e-06 -2.5614217562193175e-05 0.00030776454654336761 -3.1284745398423297e-05 -0.00030552607880956372 0.00014653097296267958 -0.0003510261667088699 -0.00045248265934453967 0.00070859495563567519 -0.00023505735186539313 -5.4116548446287993e-05 0.0001474938554201799 -5.5412963463012947e-05 0.0011186907032711701 2.1558213099872603e-05 -1.1815312807250677e-05 -0.00052346384956788224 2.1044239446297297e-05 -0.0002054415216657901 0.00057555880619808875 7.9350583236390543e-05 -1.2278313446714151e-05 -5.5196303668481052e-06 -0.00011492516892133154 0.00015588452675959985 -9.0890195823973836e-05 2.0950048037100543e-05 -9.2620441919635262e-05 0.001121280066187147 7.0695678902055192e-05 0.00044212421953943704
leaf_weight=88 138 27 138 31 72 34 54 29 37 312 47 106 73 102 230 54 43 59 45 67 265 69 86 84 35 164 109 28 276 37
leaf_count=88 138 27 138 31 72 34 54 29 37 312 47 106 73 102 230 54 43 59 45 67 265 69 86 84 35 164 109 28 276 37
internal_value=-0.00055102 0.000174632 -0.00137845 0.00106551 0.00373541 0.000454943 -1.9305e-05 0.00457627 -0.00254777 -0.00408759 0.00779221 -0.000454545 0.000257353 0.00133005 0.00012012 -0.000831169 0.000428571 -0.00116505 0.00703125 0.000349794 4.41989e-05 -0.00368421 0.000566502 -0.000177515 0.000633803 -0.0007 0.00108939 0.00199566 0.00141844 -0.00127389
internal_weight=2939 2165 787 1378 246 1132 1025 107 774 400 76 649 543 405 332 374 129 102 117 971 904 103 801 337 283 199 715 450 422 146
internal_count=2939 2165 787 1378 246 1132 1025 107 774 400 76 649 543 405 332 374 129 102 117 971 904 103 801 337 283 199 715 450 422 146
cat_boundaries=0 18 45 46 47 48 78 79 80 83 85 86
cat_threshold=131074 129 1074790400 2048 589858 2 33554432 805306368 33619968 134217728 8224 320 128 0 0 32 1073745936 256 0 8 0 0 0 1 262144 0 0 0 0 0 2048 512 0 4096 0 0 0 0 256 0 16777216 0 0 0 68 139520 8512 36 268435456 2048 0 0 2147483648 0 0 0 0 0 0 2048 8192 0 0 0 0 0 0 0 0 0 0 0 0 16384 0 0 0 4096 1142018 17845248 32 2147483648 524288 16877568 2 26
is_linear=0
shrinkage=0.04


Tree=460
num_leaves=31
num_cat=11
split_feature=7 4 6 4 2 12 2 1 7 4 12 6 2 2 2 12 3 18 4 4 1 12 11 2 11 2 2 2 0 0
split_gain=2.13646 3.05707 1.5709 1.51322 1.43678 1.30184 1.76339 1.47336 1.25368 1.16679 1.15857 2.12369 1.16064 1.11286 1.08607 1.72775 1.04601 0.974782 0.91631 1.58531 0.868097 1.09357 1.00901 1.58612 0.799682 0.821673 0.797074 0.899351 0.777624 0.65625
threshold=0 8015305000.000001 1 9300.0000000000018 398.00000000000006 2 38.500000000000007 5.5000000000000009 3 3425710000.0000005 4 5 147.50000000000003 10.500000000000002 58.500000000000007 6 2003.5000000000002 7 313.50000000000006 3681544000.0000005 2.5000000000000004 8 9 19.500000000000004 10 3.5000000000000004 3.5000000000000004 5.5000000000000009 18.500000000000004 40.250000000000007
decision_type=9 8 9 8 10 9 10 8 9 10 9 9 10 10 8 9 10 9 10 10 10 9 9 8 9 8 10 10 10 10
left_child=1 18 17 13 8 7 9 -5 -4 20 11 12 -8 -2 15 -10 -13 -3 -1 -20 -7 22 -22 28 25 -23 -26 -28 -24 -19
right_child=3 2 4 5 -6 6 10 -9 14 -11 -12 16 -14 -15 -16 -17 -18 29 19 -21 21 24 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00010493731007592544 -1.2295173322911524e-05 -4.6827754611555863e-05 1.8173523994988726e-05 -8.9519915642739535e-05 -0.00039826527424580149 -0.0003991513691050841 0.00030660961771097564 3.1877699209559297e-05 -0.00011996212360212866 0.0001471731390068598 3.6529500427491257e-05 -3.8222672686245575e-05 -6.6637213575333477e-05 8.7865622025162796e-05 -6.499296499846707e-05 5.1254469652448619e-05 -0.00010845982682482714 0.0006240700852991665 -3.7029009974389737e-05 -3.9870805623962726e-05 -6.7228946617703405e-06 -9.2361503047264657e-05 0.0025795002514036724 -1.2767647025491158e-05 2.553103197563189e-05 -1.6367209716889875e-05 -0.00073282215957238606 -1.568265107103173e-05 4.5465168719438512e-05 -2.4184168208307712e-06
leaf_weight=31 82 63 118 103 43 121 81 31 108 28 249 183 33 122 105 117 25 55 63 25 234 36 28 98 109 129 64 350 56 28
leaf_count=31 82 63 118 103 43 121 81 31 108 28 249 183 33 122 105 117 25 55 63 25 234 36 28 98 109 129 64 350 56 28
internal_value=-0.000794793 -0.00260756 -0.00153605 -0.000147262 -0.00258964 -0.000490046 -0.000196185 -0.00413793 -0.00195991 -0.00103668 0.00164336 0 0.00416 0.00312195 -0.00316716 -0.00168142 -0.00237443 0.00203822 -0.0085 -0.00629213 -0.00122349 -0.000868778 0.000749415 0.00290155 -0.00183119 -0.00420455 -0.00101124 -0.00183133 0.00705882 0.005
internal_weight=2918 756 637 2162 491 1958 1824 134 448 1253 571 322 114 204 330 225 208 146 119 88 1225 1104 416 182 688 165 523 414 84 83
internal_count=2918 756 637 2162 491 1958 1824 134 448 1253 571 322 114 204 330 225 208 146 119 88 1225 1104 416 182 688 165 523 414 84 83
cat_boundaries=0 17 18 19 36 38 39 41 42 44 45 48
cat_threshold=147458 16 1048576 2097152 524290 8258 0 809500672 67584 16 8224 448 144 268435456 0 0 4112 144 16908288 0 0 0 2097152 0 64 0 0 2048 0 32 128 0 0 0 0 16 67159106 32 262 18530 32 4 49248 32 49156 32800 2147483648 524288
is_linear=0
shrinkage=0.04


Tree=461
num_leaves=31
num_cat=15
split_feature=7 7 4 9 8 11 4 4 3 8 3 8 3 11 11 3 3 1 16 7 16 4 4 3 1 17 16 16 5 3
split_gain=2.87067 1.83294 1.91193 1.47545 1.40823 1.06822 0.887502 0.877026 0.827493 0.891085 0.804212 0.741333 0.72239 0.69156 0.689699 0.660764 0.655886 0.604951 0.604323 0.535165 0.794699 0.654702 0.623919 0.666781 0.77337 0.45371 0.879518 0.438146 0.373932 0.329413
threshold=0 1 13818465000.000002 2 3 4 3550.0000000000005 963180000.00000012 2015.5000000000002 5 1997.5000000000002 6 2014.5000000000002 7 8 2007.5000000000002 2021.5000000000002 5.5000000000000009 9 10 11 950.00000000000011 1525190000.0000002 1988.5000000000002 5.5000000000000009 12 13 14 1.0000000180025095e-35 2012.5000000000002
decision_type=9 9 8 9 9 9 10 10 10 9 10 9 8 9 9 10 8 10 1 9 1 8 8 10 10 9 1 1 10 10
left_child=10 2 -2 6 -5 12 18 -8 9 -4 17 -7 -6 16 28 -12 -13 -1 -3 20 -15 -21 -23 25 29 -24 -27 -16 -11 -25
right_child=1 3 8 4 5 11 7 -9 -10 14 15 13 -14 19 27 -17 -18 -19 -20 21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=2.8186125874185562e-07 -0.00010757572362543045 -9.2135403143771551e-05 6.4031546216369861e-06 0.0001354530562801415 -7.3456582005846372e-05 -4.1183446328361126e-05 1.7689421335767009e-05 -8.9161185751862604e-05 7.9473205713895818e-05 1.1405275638409763e-06 0.00070082666952394842 -4.742401457175305e-05 0.00010810736520646458 -6.8820105710969419e-05 -8.9465972726578971e-05 1.0609722605821048e-05 0.00014357847805108293 6.5702303725458929e-05 -7.0785414060807743e-05 0.00012068145761503502 -1.4409668654522534e-05 -0.00019443961531905528 -3.8275973398995687e-05 -8.1440840401221236e-05 -0.00029838705048543804 6.1160989610478108e-05 -9.9598549883594951e-06 -3.1062064597193739e-05 -0.0001553386353700148 4.5597059227020512e-06
leaf_weight=112 84 261 105 116 27 105 66 39 28 100 38 30 77 58 98 45 84 42 48 82 143 25 112 118 26 348 276 143 25 85
leaf_count=112 84 261 105 116 27 105 66 39 28 100 38 30 77 58 98 45 84 42 48 82 143 25 112 118 26 348 276 143 25 85
internal_value=-0.000990838 -0.00136029 -0.00333333 -0.000804867 -0.000278584 -0.000597386 -0.00291765 0.000188679 -0.00244 -0.00283898 0.00314516 -0.000878244 0.00313043 -0.000615165 -0.00371353 0.00642857 0.00224 0.00154839 -0.00406452 -0.00088785 -0.00273585 -0.000517082 -0.000807265 -0.000641822 -0.00252174 -5.42741e-05 0.000377953 -0.005 -0.00102941 -0.00166667
internal_weight=2946 2709 583 2126 1712 1596 414 105 499 471 237 1492 104 1387 366 83 114 154 309 1273 201 1072 990 965 229 736 624 241 125 203
internal_count=2946 2709 583 2126 1712 1596 414 105 499 471 237 1492 104 1387 366 83 114 154 309 1273 201 1072 990 965 229 736 624 241 125 203
cat_boundaries=0 18 31 33 60 61 77 100 103 104 105 114 115 116 117 118
cat_threshold=0 129 570425344 532992 524288 134217728 0 8192 0 0 32768 0 0 0 0 0 1073741824 384 147458 268435472 0 2099204 2 8256 0 4194304 33619968 16 8224 192 268435600 257 12320 0 2052 0 0 0 0 0 0 0 0 0 131076 0 0 0 0 0 0 0 0 0 0 0 0 0 268435456 64 67158016 0 0 0 0 0 0 0 0 0 0 0 0 10240 512 0 4096 0 0 0 0 0 0 0 0 0 0 0 2048 8192 0 0 0 0 0 0 8192 256 0 4194304 0 2147484672 524288 4 2 0 0 0 0 0 0 131072 0 2048 2 10 2 2
is_linear=0
shrinkage=0.04


Tree=462
num_leaves=31
num_cat=3
split_feature=7 4 2 1 2 2 4 4 0 3 2 2 2 0 2 4 0 7 2 3 2 0 0 2 2 2 16 1 0 2
split_gain=2.10455 1.53069 0.959591 0.90903 0.916918 0.84937 0.84189 1.29489 0.721718 1.06757 0.725439 0.891835 1.51245 1.3814 0.671098 1.24658 0.697104 0.640093 0.773497 0.616467 0.60171 0.554426 1.07515 0.889575 0.525482 0.600394 0.490253 0.476757 0.467117 0.460219
threshold=0 4.0000000000000009 131.00000000000003 3.5000000000000004 75.500000000000014 492.00000000000006 9330535000.0000019 2188290000.0000005 32.500000000000007 1999.5000000000002 3.5000000000000004 14.500000000000002 20.500000000000004 18.500000000000004 39.500000000000007 199.50000000000003 36.400000000000006 1 89.500000000000014 2005.5000000000002 203.50000000000003 24.500000000000004 15.500000000000002 24.500000000000004 101.50000000000001 84.500000000000014 2 5.5000000000000009 18.500000000000004 16.500000000000004
decision_type=9 10 10 10 8 10 10 10 10 10 10 10 10 10 8 10 10 9 10 10 8 8 10 8 10 10 1 10 10 8
left_child=1 3 6 29 8 24 7 17 9 10 -5 -12 -13 27 15 -3 -16 28 21 -10 -18 22 23 -19 25 -6 -4 -14 -2 -1
right_child=2 14 26 4 5 -7 -8 -9 19 -11 11 12 13 -15 16 -17 20 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016147520035642061 -1.6949227117422084e-05 -4.6749857949208716e-05 2.812725554715456e-05 -4.4061289325085798e-05 -5.301028708849742e-05 0.00019718152730060723 7.2110052516052297e-05 -7.0009306852938377e-05 -2.3275236922799535e-05 0.00045887212364728927 4.4221003768250003e-05 -3.4220717872273102e-05 -1.2750395752156862e-05 0.00016052501864265877 -8.8363132469027054e-06 1.7165816437980654e-06 -0.00021283159882422355 0.0012702145128655573 -0.00031186287361570922 -9.7153513382224329e-05 -0.00082799865075514848 -1.9663887812981782e-06 -0.00014799402018773834 -9.7251880658966169e-05 -0.00024264962577763783 -2.3129713006397879e-06 3.0545634812177983e-05 2.0796725379597092e-05 6.7261531788780362e-05 4.4574080766324185e-06
leaf_weight=31 48 25 146 47 37 28 32 39 276 26 50 53 122 31 31 50 30 34 52 39 27 1147 41 36 44 42 42 52 170 111
leaf_count=31 48 25 146 47 37 28 32 39 276 26 50 53 122 31 31 50 30 34 52 39 27 1147 41 36 44 42 42 52 170 111
internal_value=-0.000809524 -0.00213242 5.56174e-05 -0.00155556 -0.00205189 -0.00486842 -0.0002625 -0.000395408 -0.00143472 -0.00026178 -0.000842697 -0.00012945 -0.00108108 0.000485437 -0.00573171 -0.00289474 -0.00808989 -0.000209287 -0.000545042 -0.0028481 -0.0106897 -0.000349484 -0.00303571 0 -0.00629032 -0.00425 0.00275132 -0.000914286 0.00174672 0.0013986
internal_weight=2939 1152 1787 989 847 151 1599 1567 696 381 355 308 258 205 163 75 88 1528 1310 315 57 1258 111 70 123 79 188 174 218 142
internal_count=2939 1152 1787 989 847 151 1599 1567 696 381 355 308 258 205 163 75 88 1528 1310 315 57 1258 111 70 123 79 188 174 218 142
cat_boundaries=0 17 35 36
cat_threshold=16385 176 571473920 524288 2 8258 33685504 809631744 65536 134217728 8224 2097344 16 0 67108864 0 144 131072 0 0 8708 524320 0 0 0 0 0 32768 0 0 268435456 0 0 4096 128 2
is_linear=0
shrinkage=0.04


Tree=463
num_leaves=31
num_cat=12
split_feature=7 12 0 7 2 8 7 4 8 12 11 4 3 3 12 3 3 6 2 1 3 6 2 2 0 2 2 2 12 0
split_gain=2.48225 2.20168 2.28639 1.79016 1.14394 1.14173 1.17765 0.932063 0.83082 0.982496 0.902054 0.987204 0.964726 0.946719 0.875787 0.9214 1.27941 0.801459 0.95685 0.868114 0.786554 0.762253 0.789317 1.296 0.671429 0.773679 0.668715 1.56959 0.736315 0.825628
threshold=0 1 35.600000000000009 2 22.500000000000004 3 4 15385520000.000002 5 6 7 101.00000000000001 1977.5000000000002 1998.5000000000002 8 2013.5000000000002 2019.5000000000002 9 24.500000000000004 5.5000000000000009 2011.5000000000002 10 51.500000000000007 20.500000000000004 10.500000000000002 141.50000000000003 13.500000000000002 16.500000000000004 11 18.500000000000004
decision_type=9 9 10 9 8 9 9 8 9 9 9 8 10 8 9 10 10 9 8 10 10 9 10 10 8 8 10 10 9 10
left_child=17 2 -2 -3 -4 20 7 -7 9 -8 12 -12 -10 -13 24 21 -17 18 -1 -19 -5 26 23 -23 -15 -26 -16 -28 -29 -30
right_child=1 3 4 5 -6 6 8 -9 10 -11 11 13 -14 14 15 16 -18 19 -20 -21 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=4.2017328464396545e-05 -5.3299698501021454e-05 0.00010941764955457956 3.1675457690170104e-05 8.0208055108954572e-06 -8.7829097393878893e-05 -9.4842845670015661e-05 -6.2446431190927857e-05 -3.6554457076931611e-05 0.0012551444700793725 -1.7230426821512878e-06 0.00067599599672092832 2.608917673136091e-05 -2.108103811252704e-05 -0.00010449408438581998 4.1178506400072481e-05 0.00045733472762904626 -0.00045211064361463829 -5.2981207596758394e-05 -0.00021493048701380247 -0.0006556421808468116 0.00025682167557366853 -0.00023596659553462018 -0.0005955150676256693 5.5081088373540863e-05 3.3127784689206411e-05 -7.6810760206527114e-05 -0.00057944737077782801 -4.9693027538495471e-05 -1.5214267486882704e-05 5.5465464898603045e-05
leaf_weight=81 166 134 121 305 158 25 104 79 71 126 33 55 35 31 220 53 28 153 63 25 28 122 38 27 234 53 25 107 112 124
leaf_count=81 166 134 121 305 158 25 104 79 71 126 33 55 35 31 220 53 28 153 63 25 28 122 38 27 234 53 25 107 112 124
internal_value=-0.00083078 -0.000411429 -0.0029386 0.000119266 -0.000785714 -0.000185728 -0.000607122 -0.00452174 -0.000323182 -0.00248963 5.80131e-05 -0.000251375 0.0034188 -0.000439024 -0.000680851 -0.00133795 0.00268293 -0.00408408 -0.00154839 -0.00592593 0.0019186 -0.00177835 -0.00393939 -0.0028 0.00109422 0.00173611 -0.00100167 -0.00205962 -0.00133721 0
internal_weight=2936 2614 445 2169 279 2035 1702 104 1598 230 1368 1262 106 1229 1174 856 81 322 144 178 333 775 187 149 318 287 588 368 343 236
internal_count=2936 2614 445 2169 279 2035 1702 104 1598 230 1368 1262 106 1229 1174 856 81 322 144 178 333 775 187 149 318 287 588 368 343 236
cat_boundaries=0 14 15 27 57 74 101 103 105 106 107 108 109
cat_threshold=16386 16 1048576 2048 589824 8194 0 805306368 0 134218800 32800 0 128 268435456 83887168 0 0 8192 2105348 0 0 0 0 0 0 8192 128 1073741840 2048 0 134217728 0 0 262144 2147483648 0 0 0 4 2048 0 0 4096 0 0 0 10240 0 0 0 0 0 16384 0 0 524288 8192 0 0 536870912 0 0 64 0 0 33554432 8192 0 0 0 0 0 0 4224 268435456 0 0 0 0 1 0 0 0 0 0 2048 0 0 0 0 0 0 33558528 0 384 0 0 0 0 0 64 1228832 32 32768 2147484672 24864 262 142 2050
is_linear=0
shrinkage=0.04


Tree=464
num_leaves=31
num_cat=10
split_feature=7 8 12 0 0 0 3 8 12 6 12 11 3 2 12 2 2 2 0 0 2 0 7 2 3 0 2 2 3 0
split_gain=3.30935 1.98629 1.68643 1.43388 2.07812 1.34305 1.28031 1.27145 1.2457 1.20785 1.64657 1.44261 0.926117 1.56789 0.918136 0.882754 0.862984 1.29891 0.705536 0.735135 0.907305 0.688486 0.636875 0.830283 0.594471 0.591984 0.72271 0.578359 0.567696 0.552902
threshold=0 1 2 24.500000000000004 37.750000000000007 35.850000000000009 2010.5000000000002 3 4 5 6 7 1994.5000000000002 32.500000000000007 8 37.500000000000007 28.500000000000004 19.500000000000004 30.500000000000004 35.850000000000009 38.500000000000007 30.500000000000004 9 10.500000000000002 2019.5000000000002 39.07500000000001 45.500000000000007 23.500000000000004 1988.5000000000002 40.250000000000007
decision_type=9 9 9 8 8 10 8 9 9 9 9 9 10 8 9 10 10 10 10 10 10 10 9 10 10 10 10 10 10 10
left_child=7 14 3 -3 5 -5 -4 18 12 15 11 21 13 -6 -2 28 17 -14 -1 -20 -21 -11 23 -12 -8 -13 -27 -25 -9 -10
right_child=1 2 6 4 8 -7 24 9 29 10 22 25 16 -15 -16 -17 -18 -19 19 20 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-2.111046993871213e-05 -5.4433820076482672e-06 -0.00039957102948676496 0.00020621646120009274 4.8152256189908374e-05 -6.2881994427499427e-07 0.00022882460473844902 1.6886581452340012e-05 -0.00022134049761767471 -0.00012940043822858626 -2.18373940127492e-05 0.0005440102704734784 -0.00015535575907719591 -0.00011275993895822012 0.00025662838048795322 -4.4303189163130695e-05 0.00011964832777472623 -0.00014786142563039562 0.00085536401356179682 0.00023684666272846044 -3.4454149026927896e-05 5.3234915922146801e-05 1.0372832675926702e-05 -1.7970874376231906e-05 -2.0237796587991851e-05 -7.4606643360795028e-05 -0.00051744183128988653 -3.6539315954726707e-05 8.2723645547204682e-05 -0.00093740753005711497 -0.00028608777091946534
leaf_weight=80 104 45 108 47 172 26 605 95 155 123 29 45 45 61 135 26 43 28 48 109 27 27 521 25 30 41 31 51 30 29
leaf_count=80 104 45 108 47 172 26 605 95 155 123 29 45 45 61 135 26 43 28 48 109 27 27 521 25 30 41 31 51 30 29
internal_value=-0.000876954 0.000328467 0.000911032 -0.000574018 -6.58979e-05 0.00621622 0.00220159 -0.00236543 -0.00093633 -0.00299526 -0.00236726 -0.00496403 0.0005 0.00196581 -0.00296 -0.0062963 -0.00239316 0.00027027 0.000145455 0.00151351 0 -0.00198758 -0.00119309 0.00155172 0.00154088 -0.00828125 -0.00657534 -0.000519481 -0.00809524 -0.00348718
internal_weight=2941 1633 1394 651 606 73 743 1308 533 1044 893 267 349 233 239 151 116 73 264 184 136 150 626 105 635 117 72 76 125 184
internal_count=2941 1633 1394 651 606 73 743 1308 533 1044 893 267 349 233 239 151 116 73 264 184 136 150 626 105 635 117 72 76 125 184
cat_boundaries=0 18 44 46 67 68 69 70 72 74 91
cat_threshold=131075 128 100933632 4 65570 64 131072 537001984 2048 8192 40992 448 16 0 0 0 4112 384 0 8 0 0 2147483648 1 0 0 1 0 0 0 0 512 0 4096 0 0 0 0 128 0 16777216 8 0 32768 68305186 2 0 8 0 0 0 0 0 0 0 0 0 131072 10240 0 0 4096 0 0 33554432 8192 128 131074 84 16917568 32800 1024 16386 32 2 0 67108864 0 0 0 0 0 2048 0 8192 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=465
num_leaves=31
num_cat=13
split_feature=7 12 7 12 0 0 2 7 0 15 12 6 2 2 6 12 2 2 2 12 13 1 2 4 2 6 2 2 2 2
split_gain=2.55619 1.4878 1.36686 1.41883 1.38922 1.38017 1.33283 1.26492 1.00475 0.995354 1.7777 1.45924 1.43135 1.8794 1.22946 0.999579 0.93149 0.922447 1.13317 0.869865 0.838139 0.793332 0.771604 0.67851 1.14198 1.23747 1.6116 0.871913 0.833496 0.627371
threshold=0 1 2 3 52.740000000000002 15.500000000000002 1.5000000000000002 4 14.500000000000002 5 6 7 9.5000000000000018 18.500000000000004 8 9 9.5000000000000018 44.500000000000007 14.500000000000002 10 11 3.5000000000000004 58.500000000000007 6050.0000000000009 13.500000000000002 12 30.500000000000004 47.500000000000007 60.500000000000007 14.500000000000002
decision_type=9 9 9 9 10 8 8 9 10 9 9 9 8 8 9 9 8 10 10 9 9 10 10 8 8 9 8 10 8 10
left_child=1 8 -2 -4 5 21 -7 22 -1 14 23 17 -13 -14 15 16 -8 18 -12 -16 -10 -5 29 -11 -25 26 -26 -27 -28 -3
right_child=2 7 3 4 -6 6 9 -9 20 10 11 12 13 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 24 25 27 28 -29 -30 -31
leaf_value=2.7778392473933877e-05 3.2687936638673421e-05 3.295710844355426e-06 9.8888285628362385e-06 2.5598647195224091e-06 -0.00026053221040832852 -0.00059860587277029255 -0.00021239437156538089 -2.3536715118126495e-05 -8.2614316672149365e-05 -0.00027501814198593877 1.6528514658489259e-05 -0.00097230752263147483 7.0130896357056831e-06 -0.00065679533610932597 8.6006745682709605e-07 -0.00013108510206343737 0.0001271849402050762 0.00034394499710074913 -0.00042425188705724537 5.3870953895085449e-05 -2.1163617003594481e-05 -7.2503372170231733e-05 -1.4743077549681516e-05 0.0013222089135152971 -0.0012550410815600089 0.00014555436295481174 0.00042978330853436829 -1.0755687487247201e-05 -0.00015295956815904787 6.5432458249468082e-05
leaf_weight=46 106 107 257 52 39 47 45 257 222 45 49 56 45 100 232 165 76 25 30 230 183 133 61 75 26 63 25 45 53 54
leaf_count=46 106 107 257 52 39 47 45 257 222 45 49 56 45 100 232 165 76 25 30 230 183 133 61 75 26 63 25 45 53 54
internal_value=-0.00125424 -0.00297556 -0.00044335 -0.000696466 -0.00112777 -0.000951792 -0.000530356 -0.00134694 -0.00463203 -0.00030303 -0.00145062 -0.00360759 -0.00556604 -0.00369863 0.000685112 -0.0013468 0.00136364 0.000347826 -0.00175 0.00194503 -0.00536946 -0.00419355 0.000858369 0.00058309 0.00131944 -0.000187793 -0.00313043 0.00268908 -0.000506329 0.00234568
internal_weight=2949 930 2019 1913 1656 1617 1432 479 451 1385 637 305 201 145 748 286 121 104 79 462 405 185 222 332 287 212 104 108 78 161
internal_count=2949 930 2019 1913 1656 1617 1432 479 451 1385 637 305 201 145 748 286 121 104 79 462 405 185 222 332 287 212 104 108 78 161
cat_boundaries=0 18 20 37 38 55 56 57 58 59 61 62 63 64
cat_threshold=131072 144 536870912 4 65538 66 33554432 537001984 33556480 32 32 192 0 268435456 0 32 4112 256 85018688 32 268435456 0 270336 8192 0 134217728 0 268435456 0 0 0 0 0 0 0 0 1073741824 83903488 0 128 0 4 2 0 0 0 33556480 0 0 128 0 0 0 0 4096 67108864 196930 12 6 1050626 2 196866 10 200
is_linear=0
shrinkage=0.04


Tree=466
num_leaves=31
num_cat=10
split_feature=8 12 7 0 2 12 12 8 12 2 2 7 4 2 15 2 2 2 2 3 4 4 0 12 5 2 3 2 2 2
split_gain=3.04637 2.39493 2.2723 1.27003 1.31181 1.7413 1.63064 1.15536 1.12601 1.26474 1.23383 1.12793 1.03497 0.960729 0.907856 0.919569 0.882073 0.81958 1.21553 0.93913 0.779289 0.776648 0.718806 0.714169 0.71125 0.696413 0.681123 0.667733 0.647928 1.97667
threshold=0 1 2 30.500000000000004 21.500000000000004 3 4 5 6 203.50000000000003 9.5000000000000018 7 552615000.00000012 23.500000000000004 8 176.00000000000003 2.5000000000000004 12.500000000000002 44.500000000000007 2010.5000000000002 54014.000000000007 8400.0000000000018 47.250000000000007 9 1.5000000000000002 56.500000000000007 1996.5000000000002 20.500000000000004 3.5000000000000004 13.500000000000002
decision_type=9 9 9 10 8 9 9 9 9 10 8 9 8 8 9 8 10 8 10 10 10 8 10 9 8 8 10 8 10 10
left_child=1 24 27 4 5 28 -6 -3 9 10 16 13 -12 -10 -14 -16 -5 -13 19 21 -20 -19 23 26 -1 -26 -23 -2 -4 -30
right_child=2 7 3 8 6 -7 -8 -9 11 -11 12 17 14 -15 15 -17 -18 18 20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=3.0267368630632062e-06 3.1940934988128335e-06 -3.7624692859061781e-05 -5.2031313208438234e-05 1.8739121212760781e-05 6.1535358694086994e-06 -6.8474343777822353e-05 -4.7722844338196068e-05 7.3292423444826228e-06 0.00021984698718135575 -0.00050831922118774739 0.00025187672244648241 2.0199007821517513e-05 4.0104396497753213e-06 1.428018614319626e-05 -0.00014734026779695598 -1.2855458742109249e-05 -0.00059483798674818899 1.9003580382594974e-05 -1.3107102365594869e-06 -0.00049611477645296277 0.00077564182024140397 1.3302266619916736e-05 -0.0001907334648003456 -0.00023530442399319896 6.5823765971302346e-05 1.3416842566371657e-05 -0.001673045749911708 0.00036274125317653727 0.0027486016193520157 -2.248223508992453e-05
leaf_weight=49 60 114 36 29 218 135 231 149 37 41 32 293 203 81 64 89 89 26 200 42 40 135 26 131 170 60 26 79 25 49
leaf_count=49 60 114 36 29 218 135 231 149 37 41 32 293 203 81 64 89 89 26 200 42 40 135 26 131 170 60 26 79 25 49
internal_value=-0.000587838 0.00209765 -0.0011944 -0.00150284 -0.00293525 -0.00528455 -0.00164444 -0.000656934 -0.000883281 -0.00232975 -0.0018146 -9.54198e-05 -0.000719794 0.00341085 -0.00134454 -0.00353659 -0.00537815 -0.000580645 -0.00140351 -0.0027907 0.000829876 -0.00208696 -0.00263323 -0.00204778 0.00462069 0.00571429 -0.000116279 0.0036 -0.000991736 0.00106667
internal_weight=2959 542 2417 2278 694 245 449 263 1584 547 506 1037 388 118 356 153 118 919 626 386 240 344 318 292 279 230 161 139 110 74
internal_count=2959 542 2417 2278 694 245 449 263 1584 547 506 1037 388 118 356 153 118 919 626 386 240 344 318 292 279 230 161 139 110 74
cat_boundaries=0 30 32 41 43 45 74 76 93 94 95
cat_threshold=1342177296 1048584 4 0 3221225472 0 0 0 0 32768 0 131076 2048 1048576 0 0 0 0 4096 2048 0 524288 4194304 8 0 0 0 0 524288 4096 67223648 32 268435456 0 1073741824 0 0 64 0 268443648 2048 108608 32 84051232 32 0 0 0 0 2147483648 0 0 0 0 0 0 131076 0 0 0 0 0 0 4096 0 0 0 4194304 0 0 0 0 0 524288 68242688 32 0 129 0 0 0 0 0 0 65536 32 0 128 0 0 0 0 4096 2214592512 32770
is_linear=0
shrinkage=0.04


Tree=467
num_leaves=31
num_cat=10
split_feature=7 2 9 8 7 0 9 0 0 3 8 3 9 3 3 5 8 2 2 6 3 2 2 2 2 3 7 3 2 0
split_gain=1.89648 1.20998 1.50449 1.19559 1.31955 1.91307 1.45368 1.3695 0.961367 0.940799 0.906785 1.11847 0.855011 1.83271 1.26107 0.752673 1.18943 1.08219 0.821179 1.22048 0.875658 0.723162 0.706522 0.917832 1.11964 0.676458 1.47541 0.640949 0.639023 0.599039
threshold=0 145.50000000000003 1 2 3 15.500000000000002 4 27.750000000000004 37.750000000000007 1983.0000000000002 5 2018.5000000000002 6 1.0000000180025095e-35 1995.5000000000002 1.5000000000000002 7 24.500000000000004 13.500000000000002 8 1977.5000000000002 64.500000000000014 12.500000000000002 35.500000000000007 70.500000000000014 1958.5000000000002 9 2011.5000000000002 75.500000000000014 40.675000000000004
decision_type=9 10 9 9 9 8 9 10 10 10 9 10 9 10 10 8 9 10 8 9 10 8 8 8 8 10 9 8 8 10
left_child=1 2 22 8 7 21 -7 -5 -2 -10 12 15 13 -8 -14 -12 29 18 19 27 -21 -6 -1 -24 -25 26 28 -18 -9 -17
right_child=3 -3 -4 4 5 6 10 25 9 -11 11 -13 14 -15 -16 16 17 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00014499957759653626 -3.1186990618863322e-05 0.0010175456695191442 0.00016258285929300343 -1.6672850818011397e-06 -4.8793032435980875e-05 -9.4339454373013613e-05 -7.783891687019207e-05 0.00022637374774092222 4.1619726498609565e-05 -5.9443881785625766e-05 -7.1647374413394969e-05 -6.2256705412124799e-05 2.8317840116187653e-05 0.00013554878359684609 -0.00063697634992998075 8.0449928005137391e-05 -4.4414982661926675e-05 -1.3082728562352486e-05 6.5391032819803744e-05 -3.2709697411092977e-06 -0.00022799276106937329 1.8979121879070248e-06 -0.00039659285915924161 0.00011493746200066823 -9.6909810082124187e-05 -1.1449573744712893e-05 -0.00022802083565927943 9.4940198021866708e-05 -0.00039117569408428924 0.00015407253006173959
leaf_weight=51 50 26 106 288 200 134 62 39 25 25 110 76 100 42 30 193 38 336 208 135 25 50 43 43 69 73 122 112 88 37
leaf_count=51 50 26 106 288 200 134 62 39 25 25 110 76 100 42 30 193 38 336 208 135 25 50 43 43 69 73 122 112 88 37
internal_value=-0.000599251 0.00217765 0.00153355 -0.000965887 -0.000781188 -0.000252765 0.000244051 -0.00238325 -0.00504505 -0.00156863 0.000607261 0.00103044 -0.00163265 -0.00417391 0.000567376 0.00133891 0.00165899 0.000924855 0.00208092 0.000771704 -0.00163743 -0.00350598 -0.000552995 -0.00192308 0 -0.00421053 -0.0052 0.00322981 -0.0015942 0.00414938
internal_weight=2936 338 312 2598 2498 1888 1638 610 100 50 1504 1270 234 104 130 1194 1084 854 518 310 160 250 206 155 112 322 249 150 127 230
internal_count=2936 338 312 2598 2498 1888 1638 610 100 50 1504 1270 234 104 130 1194 1084 854 518 310 160 250 206 155 112 322 249 150 127 230
cat_boundaries=0 17 19 46 64 66 96 98 127 128 145
cat_threshold=268451843 16 8192 2631680 0 134217728 4194304 8192 0 16 8192 0 0 0 67108864 0 1073745920 0 26656 0 8 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 32768 64 0 129 67108864 0 524290 64 0 4325376 0 32 32 448 16 0 0 0 16 256 256 8208 1073741824 0 0 0 0 1 262144 2147483648 0 0 0 0 64 0 0 0 0 0 0 2048 2147483776 0 0 0 0 1073741824 4 0 0 4096 0 2048 0 0 0 0 2147483648 0 0 0 0 0 0 133124 0 512 0 4096 0 0 0 0 256 0 4194304 0 0 0 0 0 524288 196 0 0 0 0 2 0 0 0 0 0 0 384 0 0 0 0 16
is_linear=0
shrinkage=0.04


Tree=468
num_leaves=31
num_cat=9
split_feature=7 9 12 1 0 10 3 9 12 12 1 12 3 2 2 2 2 3 2 2 5 2 2 9 2 2 2 2 2 0
split_gain=3.73595 3.09836 1.98789 2.11743 1.55189 1.83505 1.52521 1.49621 1.91489 1.51355 1.34017 1.8525 1.33038 1.22997 1.14589 1.48932 1.25688 1.01091 1.0086 0.976907 1.18432 0.904223 0.834333 0.808088 0.843615 1.02449 0.762226 0.757554 0.753508 0.746496
threshold=0 1 2 5.5000000000000009 39.07500000000001 3 2012.5000000000002 4 5 6 4.5000000000000009 7 2014.5000000000002 14.500000000000002 19.500000000000004 12.500000000000002 6.5000000000000009 2000.5000000000002 103.50000000000001 25.500000000000004 1.5000000000000002 5.5000000000000009 9.5000000000000018 8 36.500000000000007 13.500000000000002 11.500000000000002 6.5000000000000009 38.500000000000007 40.675000000000004
decision_type=9 9 9 10 10 9 8 9 9 9 10 9 10 10 10 10 10 10 10 10 8 8 10 9 10 10 10 10 8 10
left_child=1 2 3 13 10 7 -7 9 23 12 22 -12 28 -1 15 16 -11 -18 -3 20 -10 -13 -2 27 25 -25 -23 -9 -6 -22
right_child=4 18 -4 -5 5 6 -8 8 19 14 11 21 -14 -15 -16 -17 17 -19 -20 -21 29 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.1361644406332519e-05 -8.5758196590290943e-06 -8.7069870221228034e-05 -2.9546077613282762e-05 4.2784985881425545e-05 -2.5506957178293988e-05 0.00012650919611026268 -0.00031366757230173904 0.00072024916287695363 0.0012193795156446186 -9.9793760800324092e-05 -6.9398313556376937e-05 -0.00013524137179175 5.3766494660898444e-05 2.6666239004313751e-05 9.8232158395106239e-05 -4.8545054244897301e-05 0.0014388660444485525 2.1246530217595706e-05 -0.00057407312110594692 0.00032702162850604564 -2.9869783635660953e-06 4.1277315086176712e-05 0.00064539060366392681 0.00073100688517321541 0.00052161871738832133 -0.00049270481635453221 -9.3711500567650319e-06 -2.7114175747762204e-05 -0.00034177390612555314 7.9946993076518422e-05
leaf_weight=107 86 204 448 45 175 28 128 25 44 84 115 38 38 204 165 44 30 25 42 89 75 32 107 82 36 27 191 134 63 39
leaf_count=107 86 204 448 45 175 28 128 25 44 84 115 38 38 204 165 44 30 25 42 89 75 32 107 82 36 27 191 134 63 39
internal_value=-0.000474415 -0.00237512 -0.00112883 0.00108992 0.000586081 0.00133634 -0.00263473 0.00187184 0.00338078 0.000503937 -0.00115789 -0.00254642 -0.00167247 -6.41026e-05 0.00222841 0.000108696 0.00214286 0.00678571 -0.00622568 0.00596899 0.00427673 -0.000514706 0.00154639 0.00114286 0.00320513 0.00163636 0.000446429 -0.000823529 -0.00284519 0.00208696
internal_weight=2950 1050 804 356 1900 1331 156 1175 551 624 569 376 276 311 348 183 139 55 246 247 158 261 193 304 145 109 223 159 238 114
internal_count=2950 1050 804 356 1900 1331 156 1175 551 624 569 376 276 311 348 183 139 55 246 247 158 261 193 304 145 109 223 159 238 114
cat_boundaries=0 18 20 21 22 24 26 27 28 30
cat_threshold=0 17 536870912 526340 524322 134225986 0 537001984 33622016 8192 8224 2097536 0 268435456 0 0 1073741840 128 0 18468 68386850 288 1073742080 2208 1048930 32 84132128 98370 0 20480
is_linear=0
shrinkage=0.04


Tree=469
num_leaves=31
num_cat=11
split_feature=8 7 12 6 8 2 2 3 3 3 7 6 15 6 2 12 0 9 2 2 2 2 0 2 2 2 2 0 2 2
split_gain=1.85511 1.49479 1.15591 1.62818 1.53008 1.30312 1.13059 1.11332 1.08656 1.05889 0.952714 1.41777 1.00383 1.53347 1.61424 0.964895 0.879744 1.05988 0.869025 0.864889 1.31746 0.825992 0.996374 0.802544 0.776801 0.77319 0.753049 0.982424 0.982367 0.658882
threshold=0 1 2 3 4 11.500000000000002 32.500000000000007 2003.5000000000002 2013.5000000000002 2010.5000000000002 5 6 7 8 3.5000000000000004 9 47.750000000000007 10 510.50000000000006 11.500000000000002 4.5000000000000009 2.5000000000000004 44.07500000000001 18.500000000000004 81.500000000000014 38.500000000000007 29.500000000000004 29.500000000000004 41.500000000000007 5.5000000000000009
decision_type=9 9 9 9 9 8 8 8 10 10 9 9 9 9 10 9 10 9 8 8 10 10 10 8 10 8 8 10 10 8
left_child=7 -2 3 5 -4 -3 -7 -1 16 19 11 26 13 29 -15 21 17 -9 -19 20 -5 -14 -23 -21 -16 -8 27 -6 -28 -12
right_child=1 2 4 9 10 6 25 8 -10 -11 12 -13 15 14 24 -17 -18 18 -20 23 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-5.7730924143370998e-05 -9.4089436235833548e-05 -6.0256493730648231e-05 0.00010017325792688325 -2.6125913558594504e-05 -3.3518101778255982e-05 9.467125155779855e-06 -8.4902331749461271e-05 -4.3167925356399906e-05 -0.00012974051943167808 -0.00013980774519737338 -0.0014376834496163937 1.258272682914452e-05 -8.4133504758909802e-05 0.0019428099284336043 1.1882139339220999e-05 -7.1934999309029019e-05 6.1261871913629304e-05 -1.0221284150162546e-05 7.642705397060467e-05 -0.00022716034136816888 0.0012471287063177527 2.5793170209524875e-05 0.0001352125501947654 2.1440888323027707e-05 5.3700048207261375e-05 -2.4909535608088617e-05 0.00010203673498185851 -0.00014448081518672495 -4.2593054207600292e-05 -1.41938393440455e-06
leaf_weight=50 104 92 102 36 49 102 25 257 61 39 36 100 27 53 403 206 25 174 25 38 51 115 27 185 51 210 44 42 45 133
leaf_count=50 104 92 102 36 49 102 25 257 61 39 36 100 27 53 403 206 25 174 25 38 51 115 27 185 51 210 44 42 45 133
internal_value=-0.000942228 -0.000421324 -0.000189019 -0.00141952 0.000484765 -0.00304545 -0.00195266 -0.00291874 -0.00243094 0.000611111 0.000104322 -0.0019244 0.000659134 0.00157205 0.00266409 -0.000984456 -0.00178423 -0.00218818 9.52381e-05 0.00141479 0.00477273 0.00122222 0.00251748 8.92857e-05 0.00193407 -0.00347458 -0.00397906 -0.00673913 -0.00155556 -0.00166667
internal_weight=2907 2315 2211 778 1433 429 337 592 542 349 1331 280 1051 676 507 375 481 456 199 310 87 169 142 223 454 235 180 91 89 169
internal_count=2907 2315 2211 778 1433 429 337 592 542 349 1331 280 1051 676 507 375 481 456 199 310 87 169 142 223 454 235 180 91 89 169
cat_boundaries=0 30 48 49 50 79 96 97 98 99 100 102
cat_threshold=1073741824 4 4 0 65536 1 0 0 1 0 0 2048 2112 512 0 0 0 0 33558528 2050 2147483776 0 0 0 0 1073758208 68 0 0 4096 0 17 570425344 0 0 64 0 0 0 0 32800 0 0 0 0 0 0 128 85075264 264 16 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 4194304 0 0 0 0 0 524288 0 0 8192 4 0 0 131072 536870912 2048 32 0 0 0 0 0 32 4096 92 2222981120 258 65538 0 10240
is_linear=0
shrinkage=0.04


Tree=470
num_leaves=31
num_cat=13
split_feature=7 8 12 7 12 12 11 4 2 15 15 2 2 13 2 2 4 2 2 2 16 6 2 2 2 2 2 2 2 6
split_gain=3.40522 2.50798 1.63487 1.76572 1.3624 1.26793 1.50403 1.18274 2.14 1.04507 0.929552 1.10743 0.887143 0.824147 0.788876 0.778403 0.758293 0.766442 1.20853 0.713656 0.707452 0.811414 0.931664 0.8813 0.618045 0.587811 1.39037 0.582194 0.969737 0.578036
threshold=0 1 2 3 4 5 6 625.00000000000011 9.5000000000000018 7 8 119.00000000000001 38.500000000000007 9 9.5000000000000018 22.500000000000004 2091500000.0000002 24.500000000000004 28.500000000000004 19.500000000000004 10 11 99.000000000000014 147.50000000000003 34.500000000000007 25.500000000000004 18.500000000000004 39.500000000000007 13.500000000000002 12
decision_type=9 9 9 9 9 9 9 8 10 9 9 10 8 9 8 10 10 8 8 8 1 9 8 10 10 10 10 10 10 9
left_child=4 5 -3 29 12 6 27 8 -5 15 14 -12 25 -11 -6 -9 17 -15 -19 -16 21 22 -20 -23 -21 26 -1 28 -2 -4
right_child=1 2 3 7 10 -7 -8 9 -10 13 11 -13 -14 16 19 -17 -18 18 20 24 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.0995066772046018e-05 -8.7765395978394169e-05 -3.3271430377794784e-05 0.00019693210480923541 -0.00091255177265495038 7.5196433131843329e-05 7.4862324201774304e-06 -7.0905704512114201e-05 -0.00035303049835427202 2.0382253426660668e-05 -1.8929837061278931e-05 -5.2674251059130487e-05 -0.00052381939776132921 2.9919815320127441e-05 3.9139300369441802e-05 -9.2405142180354005e-05 2.085221236413304e-05 0.0008254656655184078 -0.00075322837836427686 -0.00012092613095738614 3.4611475213708334e-05 -2.8383748730433924e-05 0.00032194501559224876 0.00020067884149110426 -0.00047179651135394353 -1.9794222750419977e-05 -4.2401405107135306e-05 6.0914928492579181e-05 -1.6344245096036048e-05 0.00010886749020777131 0.00011457061789535317
leaf_weight=128 76 287 117 31 30 119 100 96 57 127 207 35 170 469 37 65 39 38 79 39 90 101 44 30 76 38 27 30 48 103
leaf_count=128 76 287 117 31 30 119 100 96 57 127 207 35 170 469 37 65 39 38 79 39 90 101 44 30 76 38 27 30 48 103
internal_value=-0.000552147 0.000278164 0.000908072 0.00144289 -0.00278195 -0.00265625 -0.00422642 0.000845732 -0.00359551 0.00118745 -0.00432184 -0.00600791 -0.000909091 0.0016537 -0.00186528 -0.00174419 0.00208657 0.00185446 0.000522193 -0.00313725 0.00127536 0.00235294 -0.000149254 0.0043662 -0.00155172 -0.00278351 -0.00166667 -0.00145455 -0.00032 0.00467532
internal_weight=2933 2146 1773 1486 787 373 254 1266 88 1178 424 242 363 1017 182 161 890 851 382 152 344 254 123 131 115 193 155 154 124 220
internal_count=2933 2146 1773 1486 787 373 254 1266 88 1178 424 242 363 1017 182 161 890 851 382 152 344 254 123 131 115 193 155 154 124 220
cat_boundaries=0 18 48 49 66 67 69 70 71 72 73 74 75 76
cat_threshold=1 16 8192 516 2 8258 33554432 537001984 33554432 134217776 32800 448 268435600 0 0 0 16 256 0 8 4 134217728 2147549184 1 262144 0 0 0 0 0 2048 0 0 0 0 0 33558528 0 128 0 0 0 0 1073741824 4 0 0 4096 68305920 268566528 1 67108864 2107392 0 0 0 268443648 0 0 0 0 0 0 0 0 1073745920 67234080 100642 32 16388 2281701376 67108864 8 2 196 26
is_linear=0
shrinkage=0.04


Tree=471
num_leaves=31
num_cat=13
split_feature=7 8 12 7 2 12 6 8 4 4 12 7 2 2 8 3 2 3 12 2 2 2 5 16 2 3 7 3 2 2
split_gain=2.33521 2.2549 2.08414 1.42548 1.18047 1.31881 1.17422 1.09005 1.05957 1.03426 1.03835 1.33011 1.51213 0.998914 0.980553 1.13438 0.982977 0.991639 1.22035 0.98728 1.19153 0.903561 0.858271 0.836571 0.796518 0.790583 1.28739 1.16494 0.766162 0.765568
threshold=0 1 2 3 4.5000000000000009 4 5 6 8.0000000000000018 950.00000000000011 7 8 10.500000000000002 20.500000000000004 9 2019.5000000000002 416.00000000000006 2012.5000000000002 10 27.500000000000004 41.500000000000007 455.00000000000006 3.5000000000000004 11 5.5000000000000009 2017.5000000000002 12 1998.5000000000002 41.500000000000007 18.500000000000004
decision_type=9 9 9 9 10 9 9 9 10 8 9 9 10 8 9 10 10 10 9 10 10 10 8 1 8 10 9 8 10 10
left_child=2 13 8 21 5 6 -5 29 -1 23 25 12 -12 -2 -13 16 17 18 28 -20 -21 22 -3 -9 -4 26 -11 -28 -16 -6
right_child=1 3 24 4 7 -7 -8 9 -10 10 11 14 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00022399242231500695 -6.2534439181156646e-05 -4.8746302522530983e-05 0.00013175409984441443 -8.0550522977489432e-05 -1.9879138351086569e-06 -0.00012032153927300726 5.7149596672054773e-05 0.00029200017270397894 -8.0790411747742039e-05 5.800208054314027e-05 -7.6357987121475896e-05 -3.7791294256095399e-05 -1.6383305658749236e-05 -8.3750906870605496e-06 0.00011112863380720484 -0.00083879780928725728 9.6041338852330686e-05 0.00017135814515107484 1.3022304160550391e-05 -0.00080767483668722664 -1.0174569625789332e-05 -0.00036652684718639248 0.00012924110170267511 -4.6035710680101264e-05 -2.6947710907876398e-05 0.00012924606044204979 0.00013943951570077217 -2.2370473756012645e-05 -5.3197464189480574e-06 0.000325286852886606
leaf_weight=73 52 33 29 116 35 197 140 75 29 102 38 103 341 66 74 33 33 61 262 61 159 25 171 25 228 30 35 216 39 75
leaf_count=73 52 33 29 116 35 197 140 75 29 102 38 103 341 66 74 33 33 61 262 61 159 25 171 25 228 30 35 216 39 75
internal_value=-0.000541089 -0.000115031 -0.00351351 0.00015261 -0.000159222 -0.00198238 0 0.000300334 -0.00814159 3.53357e-05 -0.000214106 -0.000790123 -0.00271795 -0.00527132 0.000119617 0.000654843 0.00101449 0.000669711 0.000167785 -0.000730223 -0.00271493 0.00308333 0.00409756 0.0039604 -0.00141791 0.0015736 0.00107345 -0.000534351 0.00370968 0.00396694
internal_weight=2956 2597 359 2479 2250 453 256 1797 102 1687 1587 1204 379 118 825 722 689 656 595 482 220 229 204 100 257 383 353 251 113 110
internal_count=2956 2597 359 2479 2250 453 256 1797 102 1687 1587 1204 379 118 825 722 689 656 595 482 220 229 204 100 257 383 353 251 113 110
cat_boundaries=0 14 43 45 62 64 65 92 93 110 136 137 138 146
cat_threshold=1 128 0 512 0 66 33554432 805306368 0 134225920 40992 192 8388624 268435456 0 8 4 134217728 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 33554432 0 0 0 0 0 0 32768 0 0 128 16448 32 268451840 0 1141899264 2105344 0 134217728 0 0 0 0 0 256 0 0 0 0 1073741840 83927298 32 340 0 0 0 0 2147483648 0 0 0 0 0 0 0 8192 1048576 0 0 0 0 0 0 0 0 4194304 0 0 0 64 1089568 0 0 0 4 0 0 131072 131072 0 32 0 0 0 0 0 0 4096 0 4 0 0 0 0 0 2147483648 0 0 0 4 0 0 0 0 0 0 4096 0 0 0 0 0 0 16384 67175424 2 0 0 0 0 0 0 131072 131072
is_linear=0
shrinkage=0.04


Tree=472
num_leaves=31
num_cat=13
split_feature=8 7 2 12 5 12 2 7 2 12 9 12 4 4 5 3 13 12 2 4 2 2 1 2 2 12 1 2 8 12
split_gain=2.22754 1.77942 1.93035 1.18731 1.33014 0.9702 1.23257 0.955383 1.88781 1.30519 1.1308 1.37971 1.20138 1.23667 1.18991 1.02596 0.915907 1.02835 1.0335 0.906731 0.905892 1.14279 0.86887 0.8264 0.786627 0.751757 0.746025 0.726363 1.17711 1.15679
threshold=0 1 136.50000000000003 2 3.5000000000000004 3 67.500000000000014 4 416.00000000000006 5 6 7 3550.0000000000005 3681544000.0000005 7.0000000000000009 2019.5000000000002 8 9 35.500000000000007 9330535000.0000019 90.500000000000014 18.500000000000004 5.5000000000000009 89.500000000000014 53.500000000000007 10 5.5000000000000009 70.500000000000014 11 12
decision_type=9 9 8 9 8 9 10 9 10 9 9 9 8 10 8 8 9 9 8 8 8 10 8 10 8 9 8 10 9 9
left_child=3 2 19 4 -1 23 -7 9 10 -3 12 -12 14 25 -9 -11 20 24 -19 -2 21 -17 -4 -5 -18 -14 -13 28 -27 -30
right_child=1 7 22 5 -6 6 -8 8 -10 15 11 26 13 -15 -16 16 17 18 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-5.7960337634099799e-06 -7.0144040646731299e-05 -4.5819792637296079e-05 0.0007685063508747447 -5.8186104657522721e-05 -0.00021659213348410589 8.0427252930661557e-05 -0.00079374760338765779 -0.00070495492682439928 0.0005162104871394036 -9.5676706521672381e-05 0.00015293381537766494 2.6153669073103458e-05 2.1048173570044072e-05 -6.9925116974616237e-05 -2.5593498099816259e-05 -2.8315270579000184e-05 -9.6681114270360526e-05 2.7116409365319782e-05 -3.0061280908597611e-05 7.6518865272134916e-06 -2.3015212664247997e-05 0.00010112332826444969 1.9996994754478693e-05 6.4275847353414408e-05 -7.4809051400706047e-05 0.00010662139309101094 -0.00020689223286627368 -2.0816542874086964e-05 1.4938729822944196e-07 -0.000104289280198131
leaf_weight=28 56 160 51 75 96 66 35 25 33 31 187 158 130 27 58 56 80 79 70 220 29 83 44 31 32 120 72 107 414 296
leaf_count=28 56 160 51 75 96 66 35 25 33 31 187 158 130 27 58 56 80 79 70 220 29 83 44 31 32 120 72 107 414 296
internal_value=-0.00099661 -0.000593382 0.00193717 -0.00403509 -0.00711111 -0.00192661 0.000892857 -0.0010186 -0.000500611 -0.00234548 -0.000702194 0.00107477 -0.00132997 -0.000986301 -0.00595238 -0.00118896 -0.000697674 -0.00213235 0.000125 0.000288809 0.00156425 0.003 0.006875 -0.00444444 -0.00487805 -0.00076779 -0.000995851 -0.00116034 -0.000770156 -0.00138696
internal_weight=2949 2618 371 331 124 207 101 2247 1627 620 1594 417 1177 1094 83 460 429 261 149 276 168 139 95 106 112 1067 230 937 830 710
internal_count=2949 2618 371 331 124 207 101 2247 1627 620 1594 417 1177 1094 83 460 429 261 149 276 168 139 95 106 112 1067 230 937 830 710
cat_boundaries=0 29 47 48 49 66 68 70 71 72 74 75 96 98
cat_threshold=0 0 4 134217728 65536 0 524288 0 1 0 0 33556480 0 0 0 0 0 0 33558528 0 2147483648 0 4194304 8 0 1073790976 68 0 128 268451843 1 1610612736 2097152 0 134217792 0 8192 33556480 16 32 256 0 268435456 0 0 128 256 67257346 108544 131072 144 1048576 4 524288 2 33554432 537001984 0 0 8192 0 16 0 0 32 4112 16777282 2 256 22656 67119138 12 67616 32 1049856 0 0 0 0 0 0 0 0 0 0 0 4 10240 0 0 0 0 0 0 0 256 16973858 32
is_linear=0
shrinkage=0.04


Tree=473
num_leaves=31
num_cat=12
split_feature=8 7 12 0 14 2 2 3 2 0 12 0 15 0 12 2 0 2 8 7 11 6 12 2 2 1 2 2 2 2
split_gain=2.16 2.06318 1.75269 1.71501 1.16593 1.81147 1.06337 1.05155 1.49311 1.52413 1.02212 0.968436 0.822804 1.68171 1.1707 0.997937 0.994621 1.37259 1.25769 0.883204 0.95963 0.991787 0.904194 1.08864 1.49986 0.674326 0.669562 0.631426 0.965309 0.604514
threshold=0 1 2 32.500000000000007 3 403.00000000000006 54.500000000000007 2005.5000000000002 25.500000000000004 42.710000000000008 4 26.500000000000004 5 9.5000000000000018 6 99.000000000000014 39.07500000000001 365.00000000000006 7 8 9 10 11 30.500000000000004 10.500000000000002 4.5000000000000009 5.5000000000000009 5.5000000000000009 15.500000000000002 17.500000000000004
decision_type=9 9 9 10 9 10 10 8 10 10 9 10 9 10 9 10 10 8 9 9 9 9 9 8 10 10 10 10 10 10
left_child=2 3 -1 6 5 25 11 -5 -9 -10 -6 -2 15 -14 -15 -12 17 18 -16 29 21 26 23 24 -23 -3 -21 -22 -29 -18
right_child=1 4 -4 7 10 -7 -8 8 9 -11 12 -13 13 14 16 -17 19 -19 -20 20 27 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.9744100167382612e-05 -2.4529414233853685e-06 1.8190313873809315e-05 6.39848678144972e-05 4.34125715955247e-06 3.8317647213688133e-05 -0.00072102091947016337 -2.5116175996267034e-05 -6.845555894123834e-05 -0.00049796470169738427 -5.213546470628217e-07 1.7390201218532299e-05 0.0018752133724483145 -0.00015336786815684178 -4.4555326737985012e-05 -2.4338659952150012e-06 -3.6644710324473805e-05 4.3924497115099825e-06 0.00017977087602531584 -4.6564609071069184e-05 0.00026166842461883277 -0.00042886749646370959 0.001341463563574763 -1.0246111609291121e-06 0.00059414987542993458 -0.00021749298400436601 0.00076226023245574482 -1.3092478247571649e-05 0.00024986396187927086 -0.00013662291715249353 3.6746760727126573e-05
leaf_weight=143 48 34 211 56 111 27 32 223 83 27 333 33 30 256 175 40 60 44 141 53 28 39 104 28 35 51 271 33 103 67
leaf_count=143 48 34 211 56 111 27 32 223 83 27 333 33 30 256 175 40 60 44 141 53 28 39 104 28 35 51 271 33 103 67
internal_value=-0.000363014 -0.000768634 0.00252055 -0.00304094 -0.000202507 0.00357724 0.00122807 -0.00435897 -0.00520958 -0.00900901 -0.000438328 0.00365854 -0.000669908 -0.00109608 -0.000904033 0.000989583 -0.000352349 -0.00210526 -0.00302839 0.000413625 -0.000170213 0.000665434 0.00276498 0.00530973 0.0032 0.00674419 -0.000716418 -0.00274286 -0.00175182 0.00333333
internal_weight=2919 2565 354 502 2063 112 113 389 333 110 1951 81 1840 1467 1437 373 1181 360 316 821 694 530 206 102 74 85 324 164 136 127
internal_count=2919 2565 354 502 2063 112 113 389 333 110 1951 81 1840 1467 1437 373 1181 360 316 821 694 530 206 102 74 85 324 164 136 127
cat_boundaries=0 30 48 50 51 52 53 54 77 94 97 98 99
cat_threshold=0 2048 0 0 2147483648 0 0 0 0 32768 0 2052 10240 1048576 0 0 0 0 0 0 0 524288 4194304 8 0 0 4 0 0 4096 131073 17 1074790400 526852 2 2 0 0 2048 0 32 128 16 268435456 0 32 4096 256 16785666 32 129 8192 2284322816 1196288 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 16777216 2 128 0 2097152 0 0 131072 0 33554432 0 0 0 0 0 0 0 128 32772 0 524288 402 98
is_linear=0
shrinkage=0.04


Tree=474
num_leaves=31
num_cat=10
split_feature=7 8 9 8 3 12 3 18 12 12 1 4 2 0 3 4 2 2 1 2 0 2 18 3 4 4 1 2 2 9
split_gain=2.88826 2.52274 1.64647 1.32751 1.35535 1.62936 1.57366 1.57244 1.26962 1.21011 1.31743 1.11311 1.07117 0.966706 0.965925 1.16569 0.951692 0.929801 0.803901 0.797068 0.777818 0.90843 0.743883 0.740362 0.716291 0.716133 1.19705 1.04139 1.55575 0.630937
threshold=0 1 2 3 2003.5000000000002 4 1996.5000000000002 5 6 7 5.5000000000000009 7650.0000000000009 60.500000000000007 40.250000000000007 2020.5000000000002 1972110000.0000002 33.500000000000007 45.500000000000007 5.5000000000000009 9.5000000000000018 35.850000000000009 14.500000000000002 8 2003.5000000000002 28.000000000000004 3215.5000000000005 5.5000000000000009 8.5000000000000018 3.5000000000000004 9
decision_type=9 9 9 9 8 9 10 9 9 9 8 8 8 8 8 10 10 10 8 8 10 8 9 10 10 10 8 10 10 9
left_child=9 8 13 22 6 14 16 -7 12 10 -1 -10 -2 20 -6 29 -5 23 -19 -15 21 -3 -4 -11 -21 26 27 28 -22 -16
right_child=1 2 3 4 5 7 -8 -9 11 17 -12 -13 -14 19 15 -17 -18 18 -20 24 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.0268285870203046e-05 1.5539077139195e-05 -0.00054603036506009064 0.0034453947383453355 -0.00023632503317060129 -5.1995092077277151e-05 5.1533048927900891e-05 0.0002425170513959074 1.6495213720375545e-05 1.1964568765456818e-05 -4.1937573120733877e-05 -2.367050516234315e-06 -4.4702024708200838e-05 -1.1556603206415162e-05 -0.00052182768283742581 -7.1982567724404593e-06 -0.0006127347580830644 4.561796211756786e-05 0.00013622309094785123 -2.2085365491015809e-05 -0.00013323006569123663 -0.00017351011092763712 -3.7727243837792914e-06 5.0573890030705113e-05 3.678494132515198e-05 8.4468448298480333e-06 6.5461957177888059e-05 -0.00058164299187875908 -1.8014806898918322e-05 0.001025416645645123 9.9581770831420619e-05
leaf_weight=169 82 35 26 25 115 26 62 451 36 281 68 235 37 26 364 27 32 69 54 53 29 50 86 37 41 49 50 120 28 119
leaf_count=169 82 35 26 25 115 26 62 451 36 281 68 235 37 26 364 27 32 69 54 53 29 50 86 37 41 49 50 120 28 119
internal_value=-0.000527229 0.000180587 0.000810959 0.00153274 0.00112013 0.00068903 0.00516667 0.00241803 -0.00269327 -0.00278665 -0.00508065 -0.0041844 0.000769231 -0.00117886 -0.000660377 7.82779e-05 0.000344828 -0.00146018 0.00145161 -0.00429752 -0.000165746 -0.00348837 0.00552846 -0.00263323 -0.00252632 0.000866426 -8.77193e-05 0.00146067 0.00586207 0.00053719
internal_weight=2882 2204 1814 1333 1221 1102 119 477 390 678 237 271 119 481 625 510 57 441 123 120 361 85 112 318 94 276 227 177 57 483
internal_count=2882 2204 1814 1333 1221 1102 119 477 390 678 237 271 119 481 625 510 57 441 123 120 361 85 112 318 94 276 227 177 57 483
cat_boundaries=0 18 45 47 77 78 79 80 82 83 85
cat_threshold=16386 268435488 1610612736 512 34 134217730 33554432 537010176 0 0 32800 128 268435600 0 67108864 32 16 256 268435472 4 4 0 0 1 262144 0 0 0 0 33556480 0 0 0 0 0 0 33558528 0 256 0 0 0 0 1073758208 64 256 28688 1073741824 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 8192 0 0 4194304 0 0 0 0 0 0 4096 1075554 4 41056 16860160 34 4 0 2048
is_linear=0
shrinkage=0.04


Tree=475
num_leaves=31
num_cat=12
split_feature=7 8 12 0 7 12 4 12 4 2 12 2 8 0 4 12 0 2 12 1 1 0 4 12 2 0 6 2 2 2
split_gain=2.7507 3.18432 2.32869 1.86359 1.53699 1.94774 1.19125 0.988146 0.967647 0.921016 0.790945 0.906569 0.760362 1.02291 0.78498 0.841834 0.973881 0.898423 1.28693 1.11206 0.879991 0.714764 0.802813 0.712653 0.681294 0.643314 0.765955 0.789647 0.64146 0.618875
threshold=0 1 2 40.250000000000007 3 4 133.00000000000003 5 199.50000000000003 14.500000000000002 6 18.500000000000004 7 40.675000000000004 575.00000000000011 8 27.750000000000004 23.500000000000004 9 5.5000000000000009 5.5000000000000009 38.57500000000001 3681544000.0000005 10 20.500000000000004 44.07500000000001 11 16.500000000000004 535.00000000000011 33.500000000000007
decision_type=9 9 9 10 9 9 10 9 10 8 9 10 9 8 8 9 10 8 9 10 8 10 8 9 8 10 9 10 8 10
left_child=2 23 3 9 6 8 7 -3 -6 -1 21 -12 13 -7 -14 16 -16 25 -19 -20 24 -4 -23 29 -18 26 27 -17 -24 -2
right_child=1 4 10 -5 5 12 -8 -9 -10 -11 11 -13 14 -15 15 17 20 18 19 -21 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006931171752694354 -4.2686845602943892e-05 -1.8928864151170898e-05 9.0908620919130108e-05 1.4150775444150554e-05 5.8334030763269598e-05 3.7135729243757966e-05 -4.9878730416423877e-05 4.2492636220714528e-06 -5.7166933044001668e-05 0.00025490517611551414 2.4756412308022391e-05 -0.0003178935097309221 -6.5261061310692984e-05 6.1554103490948369e-05 -8.2020333630090654e-05 -5.7920350745597206e-05 -7.1213523542752456e-05 -0.00013128179433348209 -2.1712152826438568e-05 0.00029057913766568079 0.0014564962630046808 0.00013337570183104221 5.0901735922792565e-06 -7.7075686832230877e-05 0.00059252932151409254 -6.0353507617207928e-05 5.2183212509717693e-05 6.0389986250797278e-05 -0.0011612945779231154 9.0338820541546738e-05
leaf_weight=25 60 286 30 42 254 123 73 287 37 51 55 45 78 27 32 196 36 116 218 30 32 33 91 232 46 46 208 49 26 41
leaf_count=25 60 286 30 42 254 123 73 287 37 51 55 45 78 27 32 196 36 116 218 30 32 33 91 232 46 46 208 49 26 41
internal_value=-0.000406056 -0.000897538 0.00264059 0.00713178 -0.000329519 0.000363873 -0.00194825 -0.00135889 0.00324503 0.0114286 0.000549828 -0.00216216 -0.000336538 0.00223602 -0.000710383 -0.000415842 0.00229299 -0.000892449 -0.00241096 -0.000617761 0.00417391 0.00209424 0.0010596 -0.00447674 0.00192771 0.0002 0.000660793 -0.000859375 -0.000508475 -0.00125
internal_weight=2905 2507 398 118 2174 1528 646 573 291 76 280 100 1237 150 1087 1009 146 863 364 248 114 180 150 333 82 499 453 245 117 101
internal_count=2905 2507 398 118 2174 1528 646 573 291 76 280 100 1237 150 1087 1009 146 863 364 248 114 180 150 333 82 499 453 245 117 101
cat_boundaries=0 17 46 48 65 66 68 69 93 94 95 96 97
cat_threshold=268435457 0 67108864 2105344 32 8192 0 8192 33554432 134217776 8192 0 0 268435456 0 0 1073745920 16 4 4 0 65536 0 0 2147483648 1 0 0 2048 8256 0 0 0 0 0 33558528 2048 0 0 0 0 0 1073758208 64 0 524288 106496 32 131072 0 536870912 0 2 134217728 33685504 131072 0 0 32800 0 0 0 67108864 32 16 67175680 83953698 32 1122 1073741824 0 0 0 2147483648 0 0 0 0 32768 0 0 2048 512 0 4096 0 0 0 0 128 0 0 8 1048640 16803872 16949536 30
is_linear=0
shrinkage=0.04


Tree=476
num_leaves=31
num_cat=8
split_feature=7 8 7 4 2 3 7 0 0 5 8 2 3 2 2 17 11 2 2 1 5 2 4 2 3 2 1 0 8 2
split_gain=1.75447 1.61234 1.17552 1.63763 1.34987 1.30114 1.08392 1.30008 0.922646 0.853016 0.843195 1.18889 0.83612 1.18725 0.808294 0.801076 1.07511 0.95378 1.27209 0.883656 0.744909 0.730146 0.802152 0.734962 0.794344 0.716685 1.31201 0.689435 0.689351 1.0208
threshold=0 1 2 55828770000.000008 9.5000000000000018 2020.5000000000002 3 35.850000000000009 40.250000000000007 2.5000000000000004 4 39.500000000000007 2008.5000000000002 33.500000000000007 61.500000000000007 5 6 58.500000000000007 22.500000000000004 5.5000000000000009 2.5000000000000004 47.500000000000007 8400.0000000000018 65.500000000000014 2004.5000000000002 9.5000000000000018 3.5000000000000004 39.07500000000001 7 17.500000000000004
decision_type=9 9 9 8 10 10 9 10 10 10 9 8 8 10 10 9 9 8 10 10 8 8 10 8 10 8 10 10 9 10
left_child=20 12 3 4 -3 6 7 -4 -5 10 11 -8 -2 27 -13 19 17 18 -17 -12 -1 28 23 -23 -25 -22 -27 -14 29 -18
right_child=1 2 5 8 -6 -7 9 -9 -10 -11 15 14 13 -15 -16 16 21 -19 -20 -21 25 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=1.3551709711521198e-05 -4.3841244886522187e-06 2.0660262375358231e-05 -2.5832593280412654e-05 3.3684232109294497e-05 0.0014808561586240289 0.00012565745656289095 -7.1506557790854686e-05 -4.8621383834834834e-05 -0.0002410285568109316 2.9535276012211399e-05 -0.00010510879925860195 2.7422878506797588e-05 -1.9787302425733343e-05 0.00063024039533011945 -1.2704673224561702e-05 2.0206365305099893e-05 -3.264020015798508e-06 0.00077936044225776155 -0.00072024200290648826 -6.8998970572664575e-05 1.3963808563843828e-06 -7.4925551930711263e-05 -0.00021084990424721895 -1.4585543101475196e-06 -8.673891556174596e-05 -8.1403095601473301e-06 -0.00016483222089128447 7.9170845057419117e-05 -6.6212779595531403e-06 0.0001206057534716365
leaf_weight=39 25 31 48 112 40 47 131 168 37 55 89 26 34 70 55 57 86 72 26 32 30 114 26 287 38 50 90 77 904 59
leaf_count=39 25 31 48 112 40 47 131 168 37 55 89 26 34 70 55 57 86 72 26 32 30 114 26 287 38 50 90 77 904 59
internal_value=-0.000832206 -0.000551324 -0.000831047 0.00190476 0.00694444 -0.00109824 -0.00124011 -0.00387665 -0.0004 -0.000938104 -0.00107838 -0.00340807 0.00276498 0.00384615 0.000243902 -0.000777346 -0.000535714 0.00253012 -0.000238095 -0.00378788 -0.00427273 -0.000865574 -0.00218884 -0.00177273 -0.000797546 -0.00561404 -0.00680851 0.00125 -0.000285714 0.00217949
internal_weight=2955 2746 2540 220 71 2320 2273 216 149 2057 2002 212 206 181 81 1790 1669 155 83 121 209 1514 465 439 325 170 140 111 1049 145
internal_count=2955 2746 2540 220 71 2320 2273 216 149 2057 2002 212 206 181 81 1790 1669 155 83 121 209 1514 465 439 325 170 140 111 1049 145
cat_boundaries=0 18 44 58 75 102 103 106 127
cat_threshold=0 268435456 1073741824 0 2 8258 33554432 0 33554432 268435456 32 0 128 0 67108864 0 0 256 1073741824 0 0 0 8192 0 0 0 1 32768 0 131072 0 1048576 268435456 0 0 0 0 8192 0 0 4194304 8 0 16384 268435458 1 8192 0 524320 0 0 268443648 0 8192 8192 256 0 268435456 16384 0 1048576 524292 0 0 0 0 0 32 32768 0 0 0 0 0 1073745920 16 2052 0 0 2147483648 1 0 2147483648 0 0 0 0 2048 0 0 0 0 0 33558528 0 0 0 0 0 0 0 64 20 0 1536 524288 268435456 8 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 256
is_linear=0
shrinkage=0.04


Tree=477
num_leaves=31
num_cat=13
split_feature=7 8 12 1 5 0 8 0 12 14 12 6 1 0 1 17 6 0 12 9 0 0 12 0 1 0 0 0 0 1
split_gain=2.47475 2.48524 1.2272 1.28353 1.19187 0.983382 0.951205 1.40099 1.07031 1.38773 1.17314 1.07672 1.03838 1.28507 0.891243 1.1706 0.811734 0.796957 0.777464 0.772567 0.717302 0.952376 0.531368 0.63572 0.486535 0.358291 0.457572 0.344788 0.337049 0.306647
threshold=0 1 2 5.5000000000000009 4.5000000000000009 14.500000000000002 3 38.20000000000001 4 5 6 7 4.5000000000000009 42.960000000000008 4.5000000000000009 8 9 26.500000000000004 10 11 39.07500000000001 18.500000000000004 12 40.675000000000004 3.5000000000000004 39.07500000000001 42.710000000000008 44.07500000000001 9.5000000000000018 4.5000000000000009
decision_type=9 9 9 10 8 10 9 8 9 9 9 9 10 8 10 9 9 10 9 9 10 10 9 10 10 10 10 10 10 10
left_child=2 -2 20 5 17 -4 7 -6 11 14 12 25 -11 -14 -10 -16 18 -3 -7 -17 21 28 23 -19 -12 -8 -27 -18 -1 -22
right_child=1 4 3 -5 6 16 8 -9 9 10 24 -13 13 -15 15 19 27 22 -20 -21 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00010300757718855636 -6.6139462728926897e-05 -9.1945899051637528e-05 2.1289683222107669e-05 2.3564550762245064e-06 -4.7498050271812529e-05 -2.3362253566148185e-05 -0.00011879395378066705 4.9919830011901924e-07 0.00066990820075069741 0.00010380633497774738 -2.143848496842793e-06 -0.0001498948391188293 -0.00050609367985906314 -6.3654170540132781e-05 -0.00030223718748068507 -1.2311452816575753e-05 -3.1525370052563063e-05 2.5438073800856386e-05 -5.8430680023313641e-05 3.1206880977556753e-05 -0.0010863520472133104 2.1507586059072991e-05 -7.1828031654419541e-05 -3.7994427464838056e-06 5.5592556570189803e-05 0.00030208346187865942 -0.00011826762253267732 -0.00024620565605374621 -1.0593701938077516e-05 -0.00015541429598982858
leaf_weight=34 111 25 47 77 51 111 27 160 66 44 57 196 27 41 103 113 192 139 130 536 25 88 120 36 51 92 32 33 131 91
leaf_count=34 111 25 47 77 51 111 27 160 66 44 57 196 27 41 103 113 192 139 130 536 25 88 120 36 51 92 32 33 131 91
internal_value=-0.000669568 0.000127576 -0.0023299 -0.0034609 0.000477426 -0.00424125 0.000926738 -0.00153153 0.00130372 0.00194471 -0.000865801 -0.000614525 -0.00357724 -0.00695652 0.00270205 0.00233732 -0.00479657 -0.00174455 -0.00642857 0.00293939 -0.000473684 0.000708661 -0.00114865 0.000322581 0.00201681 0.00185185 0.00288 -0.00262712 -0.00108434 -0.00307692
internal_weight=2986 2027 959 590 1916 513 1596 211 1385 1038 220 347 112 68 818 752 466 320 241 649 369 253 295 175 108 151 124 225 165 116
internal_count=2986 2027 959 590 1916 513 1596 211 1385 1038 220 347 112 68 818 752 466 320 241 649 369 253 295 175 108 151 124 225 165 116
cat_boundaries=0 18 47 49 76 78 79 80 81 82 83 84 86 87
cat_threshold=268435457 0 100663296 2621444 0 134225984 0 805437440 65536 134225920 8224 128 128 268435456 67108864 0 4112 256 268435456 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 8 0 0 0 0 128 67127584 32 0 2056 4 0 0 0 262144 0 1 0 0 0 2112 1048576 0 0 0 0 33554432 0 0 0 0 0 0 1073758208 4 68190208 32 139392 16844866 386 10 328 41986 0 20 67174466
is_linear=0
shrinkage=0.04


Tree=478
num_leaves=31
num_cat=10
split_feature=7 4 8 2 12 8 7 2 2 12 2 2 2 2 2 2 2 0 17 2 0 6 12 2 4 2 2 2 12 0
split_gain=3.05634 1.73711 1.70412 1.73795 1.48119 1.50763 1.72744 2.50457 1.30587 1.16662 1.50514 1.11288 1.08775 1.08758 1.07851 1.02336 1.18307 1.22785 1.01012 1.80957 1.09782 0.905567 1.65478 1.31748 0.899083 1.12467 0.721601 0.918518 0.71294 0.918767
threshold=0 520.00000000000011 1 16.500000000000004 2 3 4 18.500000000000004 131.00000000000003 5 28.500000000000004 247.00000000000003 42.500000000000007 38.500000000000007 155.00000000000003 69.500000000000014 41.500000000000007 16.750000000000004 6 79.500000000000014 12.250000000000002 7 8 3.5000000000000004 3890.0000000000005 38.500000000000007 67.500000000000014 101.50000000000001 9 40.675000000000004
decision_type=9 10 9 10 9 9 9 10 8 9 8 8 10 10 10 10 10 10 9 8 8 9 9 10 10 10 10 10 9 10
left_child=1 9 3 -2 8 13 7 -7 15 12 -11 -10 -1 -6 -12 16 17 -4 19 24 -20 22 23 -22 25 -8 -14 -28 -23 -30
right_child=2 -3 4 -5 5 6 18 -9 11 10 14 -13 26 -15 -16 -17 -18 -19 20 -21 21 28 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-3.3454350022807947e-05 -1.7309394609945628e-05 -0.00013133672844496403 0.0014506975976146209 -0.00041342008551964682 -5.2458737934557572e-06 -1.5549624028210473e-05 -0.00071841187026414847 0.0010081736668796281 0.00064143471041262507 -3.7058626539341333e-05 3.576869705945285e-05 5.9061451542774535e-05 -0.00024960659807874211 -5.8751860834505011e-05 -2.0707701869540074e-05 -1.2067413138865391e-05 0.00018504538158254036 -4.1814362673520123e-06 -0.00068164573990507908 -0.0013193567318833034 -0.00071745478476280765 -5.3179265457004022e-07 1.0212255928578883e-05 -2.2747401498932619e-05 9.3465014935105724e-05 1.0379183765820699e-05 -2.2183550437766541e-05 -0.00034220676853820466 9.7639585139042137e-05 -6.6247532351546571e-05
leaf_weight=171 66 62 56 51 200 59 26 50 29 114 139 70 26 150 34 55 49 268 29 25 28 171 427 97 37 44 38 43 312 50
leaf_count=171 66 62 56 51 200 59 26 50 29 114 139 70 26 150 34 55 49 268 29 25 28 171 427 97 37 44 38 43 312 50
internal_value=-0.000712126 -0.00316614 -4.23729e-05 -0.00453125 0.000213999 -0.000361305 0.000248902 0.00483333 0.00204461 -0.00250883 -0.000604027 0.0062 -0.00429066 -0.00265928 0.00172414 0.00111888 0.00187166 0.000984615 -0.000190931 -0.00335664 0.000213333 0.000423573 -0.00071048 -0.00455882 -0.0012963 -0.00394366 -0.00759259 -0.00560976 0.00158088 0.00257373
internal_weight=2976 627 2349 117 2232 1705 1355 109 527 565 287 99 278 350 173 428 373 324 1246 132 1114 1085 552 125 107 70 107 81 533 362
internal_count=2976 627 2349 117 2232 1705 1355 109 527 565 287 99 278 350 173 428 373 324 1246 132 1114 1085 552 125 107 70 107 81 533 362
cat_boundaries=0 17 43 45 72 83 85 86 87 88 89
cat_threshold=0 160 0 524288 0 134217792 0 809631744 0 134225920 8224 192 268435584 268435456 0 0 16 268435456 0 0 134217728 65536 0 0 0 1 0 0 0 0 0 0 4096 0 0 33554432 0 0 0 0 8 0 1073741824 16780320 32 0 0 0 0 0 1 0 0 0 0 0 2048 2048 0 0 0 0 0 4096 2048 256 0 16777216 0 0 16384 4 0 0 1610620928 4 0 0 0 8192 33554432 0 32768 17829184 32 2 148 81984 68198400
is_linear=0
shrinkage=0.04


Tree=479
num_leaves=31
num_cat=7
split_feature=4 4 8 2 8 2 13 3 1 1 2 4 2 8 5 15 3 2 0 3 2 2 1 2 4 6 6 5 2 2
split_gain=1.6662 1.85726 1.53798 0.91776 1.66888 1.53573 1.36922 0.687953 0.566555 0.54845 0.53633 0.522966 0.517861 0.51123 1.04603 0.683366 1.09365 1.35264 0.787692 0.544791 0.506451 0.505262 0.418479 0.496847 1.43129 1.45385 0.941801 0.741811 0.515898 0.513523
threshold=2867949500.0000005 9330535000.0000019 0 35.500000000000007 1 16.500000000000004 2 1992.5000000000002 5.5000000000000009 4.5000000000000009 32.500000000000007 86.000000000000014 1.5000000000000002 3 4.5000000000000009 4 1997.5000000000002 4.5000000000000009 44.07500000000001 2000.5000000000002 74.500000000000014 14.500000000000002 5.5000000000000009 4.5000000000000009 86.000000000000014 5 6 7.0000000000000009 1.5000000000000002 9.5000000000000018
decision_type=10 10 9 10 9 10 9 8 8 10 10 8 10 9 8 9 10 10 10 10 10 10 10 10 10 9 9 8 10 10
left_child=2 9 20 4 5 12 -5 -8 -3 -2 11 -6 -4 14 -13 16 17 18 -15 -16 -1 -19 23 24 25 28 -25 -28 -17 -29
right_child=1 8 3 6 10 -7 7 -9 -10 -11 -12 13 -14 15 19 22 -18 21 -20 -21 -22 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=-0.00015652404902041894 -0.00011125796034740176 6.443950130794463e-05 0.00055631965623145871 0.00010833600271322297 -4.256122496364867e-05 4.6084253928952993e-05 3.0779723635383506e-05 -1.6583485050603033e-05 -1.7598762624686515e-05 -0.00075655246165876381 8.3771943320698482e-06 -3.9997659090289517e-05 -5.2383786396603683e-07 0.0012117979598714613 3.6303998749538382e-05 -4.8470123218002928e-05 0.0021640104102488068 -0.0001282181716897668 -5.2320399713075004e-05 0.00010781757190898134 -2.829817500462184e-05 -2.7465351458033639e-07 3.2998790133476068e-05 -4.2882438262665803e-05 -0.00036443337829503267 -8.6048519723931345e-05 0.00040972070302366606 -4.6096362022289839e-05 6.1682872116577411e-05 2.4581478422902591e-06
leaf_weight=78 30 31 72 100 33 72 28 762 47 26 43 69 99 38 128 52 34 41 36 28 27 55 38 451 25 146 26 48 53 245
leaf_count=78 30 31 72 100 33 72 28 762 47 26 43 69 99 38 128 52 34 41 36 28 27 55 38 451 25 146 26 48 53 245
internal_value=-0.000695476 -0.00503704 -0.000487977 -0.000292719 0.000218221 0.00322835 -0.0013468 -0.00189763 -0.00101266 -0.0105263 -0.0002625 -0.000387847 0.00127907 -0.000277411 0.00144068 -0.000585065 0.00148837 0.000233918 0.00426667 0.0033121 -0.005 -0.0028866 -0.000986301 -0.00114613 -0.00259928 -0.00166667 -0.000622568 0.0010303 0.00189655 0.00047619
internal_weight=2961 134 2827 2722 1832 243 890 790 78 56 1589 1546 171 1513 225 1288 204 170 74 156 105 96 1084 1046 276 251 770 319 105 293
internal_count=2961 134 2827 2722 1832 243 890 790 78 56 1589 1546 171 1513 225 1288 204 170 74 156 105 96 1084 1046 276 251 770 319 105 293
cat_boundaries=0 26 53 54 73 74 75 76
cat_threshold=1073741824 2048 4 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 2048 0 0 0 0 0 16384 268435456 8 0 134217728 2147483648 0 0 0 0 32768 0 0 8192 0 0 4096 0 0 0 0 256 0 0 0 0 32768 68 8 16 4 0 0 65536 0 0 0 0 0 0 131076 0 512 0 0 0 0 4096 2282225664 452 390
is_linear=0
shrinkage=0.04


Tree=480
num_leaves=31
num_cat=11
split_feature=7 8 6 8 2 2 8 7 2 2 2 6 15 3 6 2 2 11 2 2 0 4 4 3 0 2 5 3 3 17
split_gain=4.30939 1.65765 1.10215 1.72158 1.09908 0.993935 0.954345 0.990978 1.11586 1.12805 0.971503 1.14951 1.41745 1.21297 0.991806 0.942635 1.0761 0.90735 0.892778 0.765771 0.966383 0.755636 1.05305 0.7532 0.72227 0.819773 0.702437 0.697559 0.959358 0.664375
threshold=0 1 2 3 45.500000000000007 2.5000000000000004 4 5 74.500000000000014 14.500000000000002 103.50000000000001 6 7 2005.5000000000002 8 90.500000000000014 4.5000000000000009 9 5.5000000000000009 119.00000000000001 32.500000000000007 9950.0000000000018 5544455000.000001 2003.5000000000002 38.57500000000001 1425.0000000000002 1.0000000180025095e-35 2004.5000000000002 2014.5000000000002 10
decision_type=9 9 9 9 10 10 9 9 10 8 8 9 9 8 9 10 10 9 10 10 10 8 8 10 8 8 10 8 8 9
left_child=2 19 23 4 -4 -5 27 8 9 -8 11 13 18 -9 -12 16 -14 -15 -13 20 -2 -18 -23 -1 -16 -26 -24 -3 -29 -30
right_child=1 6 3 5 -6 -7 7 10 -10 -11 14 12 15 17 24 -17 21 -19 -20 -21 -22 22 26 -25 25 -27 -28 28 29 -31
leaf_value=-5.9043046437921024e-05 -7.8888186979213519e-05 -4.6275253841336907e-05 -5.2049262228237581e-05 -1.8390319622696438e-05 0.00011342810614202392 -4.7998781545679495e-05 0.0017387123041077857 -0.00017968449809352194 0.0022382442556511963 -6.0097802859075958e-05 8.9453899484652762e-05 0.0020619465444171683 -0.00013438393962992735 7.3214317716008285e-07 1.3761047907934199e-05 -0.00064462114484957315 7.6201326361058363e-06 0.00023093088431096477 6.2452712053584489e-06 2.3038828125265809e-06 -6.0581467951514867e-05 -3.1868700183252944e-05 -7.9611851150573895e-06 0.00090043275735517624 2.4583307332903813e-06 -0.00059508746866733021 -0.00027433338617598223 0.00020063988813099343 -2.3449243331441496e-06 6.1800976060766294e-05
leaf_weight=95 25 40 69 31 37 226 30 35 29 79 144 33 145 259 59 30 59 138 141 33 70 27 622 25 37 34 39 25 119 201
leaf_count=95 25 40 69 31 37 226 30 35 29 79 144 33 145 259 59 30 59 138 141 33 70 27 622 25 37 34 39 25 119 201
internal_value=-0.000762683 -7.30519e-05 -0.00417004 -0.00529412 -0.000683761 -0.00708955 0.000179795 -0.000184521 0.00295302 0.00127273 -0.000441258 -0.000837148 -0.00151762 0.000902935 0.00174545 -0.00214362 -0.00192609 0.00155779 0.00172973 -0.00431655 -0.00645833 -0.00131016 -0.0016836 -0.000610687 -0.000851064 -0.00361111 -0.00135952 0.0019697 0.00260116 0.00199377
internal_weight=2936 2453 483 363 106 257 2325 1940 138 109 1802 1528 1096 432 274 922 892 397 174 128 95 747 688 120 130 71 661 385 345 320
internal_count=2936 2453 483 363 106 257 2325 1940 138 109 1802 1528 1096 432 274 922 892 397 174 128 95 747 688 120 130 71 661 385 345 320
cat_boundaries=0 18 47 48 71 100 117 118 119 120 123 124
cat_threshold=147456 129 536870912 2052 0 134217730 33554432 268435456 0 671088640 8224 448 128 268435456 0 0 16 256 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 4194304 0 0 1073741824 4 0 128 22 0 4 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 0 0 128 0 4194304 1073741840 0 0 0 2147549184 1 262144 2147483648 0 0 0 2048 0 1048576 0 4096 0 0 0 8192 256 0 0 8 0 268435456 0 0 524288 0 0 68157440 2097152 32 64 0 8192 0 0 0 0 0 0 0 0 128 322 2147483648 140 32804 0 524288 25
is_linear=0
shrinkage=0.04


Tree=481
num_leaves=31
num_cat=7
split_feature=7 8 9 8 3 2 0 2 2 7 4 2 6 2 0 3 0 6 2 2 2 2 0 5 3 2 2 2 2 2
split_gain=3.85577 2.0774 1.54116 1.77733 2.12739 1.36388 1.06694 1.08717 0.831907 0.873639 0.778649 0.732209 0.712376 0.834283 0.986459 0.909847 0.710645 0.794062 2.15854 1.32176 0.683199 1.14049 0.660665 1.4982 0.649894 0.636672 0.636527 0.592285 0.773279 0.584932
threshold=0 1 2 3 1998.5000000000002 92.500000000000014 9.5000000000000018 44.500000000000007 295.00000000000006 4 2188290000.0000005 2.5000000000000004 5 43.500000000000007 32.500000000000007 2009.5000000000002 47.750000000000007 6 20.500000000000004 62.500000000000007 220.50000000000003 61.500000000000007 37.750000000000007 3.5000000000000004 2016.5000000000002 28.500000000000004 21.500000000000004 13.500000000000002 71.500000000000014 482.50000000000006
decision_type=9 9 9 9 10 10 10 10 8 9 10 10 9 10 10 8 8 9 10 10 8 10 10 8 8 10 8 10 10 8
left_child=10 5 11 4 20 24 7 -5 9 27 12 -3 29 14 26 -15 17 18 -13 -20 21 -4 23 -19 -2 -6 -14 -8 -29 -1
right_child=1 2 3 6 25 -7 8 -9 -10 -11 -12 16 13 15 -16 -17 -18 22 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.5969979335430652e-05 -0.00053618087882565388 -0.0003436628222409155 0.00016817928810528571 -2.0785547825639129e-05 3.2211237767079124e-05 5.7047161154102356e-05 -0.00016494673057962928 -0.00042176370456360247 6.4109015626989671e-05 3.3470916003608408e-06 -5.8348910728867054e-05 -0.00053728665053451861 -3.6486741509023091e-05 -1.3777299773209962e-06 -0.00020992047742890207 -0.00011960420376457393 1.2064130864324341e-05 -2.3797982749833581e-05 0.00078827353948494048 -2.9871588998062748e-05 0.0025278559326756423 -1.0412815772511408e-05 -1.2247438769037445e-05 0.0014187245420259132 -4.1853488255014782e-05 -2.8507620704978366e-05 0.0014727331896834883 1.6966708516434893e-05 -2.4256094063517252e-05 -0.00082026076996310592
leaf_weight=88 26 64 156 61 34 35 33 37 128 1122 33 54 25 25 102 88 36 28 26 27 26 33 247 26 209 28 36 39 29 40
leaf_count=88 26 64 156 61 34 35 33 37 128 1122 33 54 25 25 102 88 36 28 26 27 26 33 247 26 209 28 36 39 29 40
internal_value=-0.000645819 -3.18091e-05 0.000374165 0.000944157 0.00381944 -0.00327402 0.000369863 -0.00363636 0.00066568 0.000343137 -0.0040625 -0.00154143 -0.00365432 -0.00473868 -0.00304878 -0.00754386 -0.000988764 -0.00146699 -0.00423729 0.00111111 0.00583333 0.00494737 -0.000320513 0.00363636 -0.00449153 -0.00253968 0.000967742 -0.00303571 -0.00115942 -0.000863309
internal_weight=2941 2504 2234 1726 277 270 1449 98 1351 1223 437 508 404 276 163 113 444 408 107 53 215 189 301 54 235 62 61 101 68 128
internal_count=2941 2504 2234 1726 277 270 1449 98 1351 1223 437 508 404 276 163 113 444 408 107 53 215 189 301 54 235 62 61 101 68 128
cat_boundaries=0 18 48 50 77 86 87 88
cat_threshold=131073 144 33554432 524288 0 64 0 805306368 0 0 8224 448 268435472 0 67108864 0 1073741840 384 1073741840 0 0 134217728 65536 0 0 0 0 0 0 33554432 64 1048576 0 0 0 0 33554432 8192 128 0 0 8 0 49152 0 0 0 4096 131328 12292 268435456 0 0 0 0 0 262144 2147483648 0 0 0 4 10240 0 0 4096 0 0 4096 0 0 0 4194304 0 0 0 4 0 0 0 4 2 134217728 0 0 33556480 150 88
is_linear=0
shrinkage=0.04


Tree=482
num_leaves=31
num_cat=12
split_feature=7 12 2 8 12 7 2 2 12 15 8 2 1 2 6 16 11 2 5 2 2 2 2 2 2 12 2 2 1 2
split_gain=3.19649 1.90269 1.39973 1.33345 1.27534 1.02104 2.31428 1.47454 1.37266 1.39435 1.36592 1.19613 1.05964 1.99033 1.03286 0.917704 0.902259 0.859763 0.819213 0.807862 3.62126 0.782471 0.7176 1.16882 0.70828 1.21158 1.00385 0.696712 0.694257 0.670767
threshold=0 1 122.50000000000001 2 3 4 7.5000000000000009 17.500000000000004 5 6 7 38.500000000000007 5.5000000000000009 1.5000000000000002 8 9 10 169.50000000000003 1.5000000000000002 41.500000000000007 29.500000000000004 42.500000000000007 13.500000000000002 54.500000000000007 33.500000000000007 11 42.500000000000007 11.500000000000002 5.5000000000000009 76.500000000000014
decision_type=9 9 10 9 9 9 8 8 9 9 9 10 8 8 9 1 9 10 10 10 8 10 10 10 8 9 8 10 10 8
left_child=1 2 21 4 -2 6 -5 -8 11 19 -11 12 13 -7 -13 -14 22 18 24 20 -10 -1 -12 -24 -18 26 -26 -6 -3 -16
right_child=3 28 -4 5 27 8 7 -9 9 10 16 14 15 -15 29 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.386608880551421e-06 -5.7184179058822342e-06 -8.8983339957593446e-05 -0.00017402824497168013 -0.00033510977916435537 4.1530989636768825e-05 -0.00065887328683722046 0.0002000394875484801 8.1618572430066649e-05 -0.00013389833708480126 -5.3595099020142811e-05 -5.659727345985743e-07 -2.8444014484740878e-05 0.00056267632374343182 1.4408870950433085e-05 -7.5630543847893248e-06 -6.4736188626568497e-07 -5.7353409830085416e-06 8.6187538261413014e-05 4.0382681871236057e-05 -0.00012544822397309475 0.0017175636942738848 0.00024260790535844735 0.00024239510852325452 -1.2388918858974308e-05 -0.00036115149966747139 -0.00014971235763333368 1.0557378632825021e-05 0.00068627456712533786 -0.0001110537898225772 5.7865615205940914e-05
leaf_weight=136 114 207 29 45 58 25 47 128 80 134 48 134 95 428 76 37 360 53 43 66 34 46 46 31 25 125 89 65 44 65
leaf_count=136 114 207 29 45 58 25 47 128 80 134 48 134 95 428 76 37 360 53 43 66 34 46 46 31 25 125 89 65 44 65
internal_value=-0.00054221 -0.0035518 -0.000630631 4.06174e-05 0.00282258 -0.000269663 0.00225108 0.00443182 -0.000558603 -0.00146725 -0.000829016 0.000642939 0.00167235 0.000748899 -0.00152174 0.00481203 -0.000192539 -0.000764873 -0.00118196 -0.00460733 -0.00278261 0.000655738 0.00279412 0.00538462 -0.00156667 -0.00325 0 0.00552239 -0.00587786 0.000921053
internal_weight=2913 462 211 2451 237 2214 220 175 1994 1134 954 860 585 453 275 132 820 695 642 180 114 182 125 77 599 239 114 123 251 141
internal_count=2913 462 211 2451 237 2214 220 175 1994 1134 954 860 585 453 275 132 820 695 642 180 114 182 125 77 599 239 114 123 251 141
cat_boundaries=0 18 20 49 51 68 70 71 92 93 94 97 99
cat_threshold=2 268435489 603987968 2621440 0 0 0 4194304 65536 134217728 32 8320 144 0 0 0 0 384 67192928 32 1073741824 0 4 0 0 0 0 0 0 32768 0 131076 0 0 0 0 0 0 33554432 8192 0 0 4194304 0 0 268468224 0 0 524288 67174402 32 268435456 0 1073741824 0 524288 0 0 8192 0 268443680 32768 0 0 268435456 0 0 1073745920 84952098 2 2155872256 0 2056 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 4096 0 0 4096 0 128 386 2 32768 2147484672 524288 139520 32
is_linear=0
shrinkage=0.04


Tree=483
num_leaves=31
num_cat=11
split_feature=7 8 12 10 12 4 2 4 0 12 11 2 2 2 9 4 0 12 2 2 2 0 4 12 2 2 2 2 9 2
split_gain=3.36325 1.96911 1.65901 1.80922 1.22048 2.49567 1.18703 1.1053 1.23462 0.996833 0.950346 0.847012 0.771357 0.728142 1.23664 1.52006 1.27341 1.26006 1.93911 1.38075 1.2523 1.16298 0.91047 0.892642 0.831869 1.15801 0.828153 0.80163 0.71345 1.32234
threshold=0 1 2 3 4 972430000.00000012 161.00000000000003 8015305000.000001 48.175000000000004 5 6 3.5000000000000004 100.50000000000001 3.5000000000000004 7 215.00000000000003 18.500000000000004 8 14.500000000000002 19.500000000000004 28.500000000000004 29.500000000000004 4350.0000000000009 9 41.500000000000007 94.500000000000014 49.500000000000007 22.500000000000004 10 52.500000000000007
decision_type=9 9 9 9 9 8 8 8 10 9 9 10 8 10 9 8 10 9 10 10 10 10 8 9 10 10 10 10 9 10
left_child=7 4 -3 6 -2 -6 10 -1 9 -9 -4 -5 -7 -12 16 -16 -15 -17 21 -20 27 -19 -18 24 -22 -26 -25 -21 -11 -30
right_child=1 2 3 11 5 12 -8 8 -10 28 13 -13 -14 14 15 17 22 18 19 20 23 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=-7.9450210767930689e-05 -9.1219359006089456e-06 -3.4392319018081705e-05 -3.6940959769573565e-05 1.2718487289440362e-05 -0.00010284936223307285 4.4556169123595172e-05 5.4900393927610481e-05 -3.1351812650015631e-05 -0.00011862038149949683 1.3815776830412574e-05 -5.0682884127652986e-05 -0.00060383247480942258 0.001037509839620867 -0.00018908327145251036 -4.6607102516418311e-05 2.3900362814792686e-05 6.5323165787702927e-05 0.0025662666478435624 -0.00071410515160920342 -1.7353516247169411e-05 -0.00013521795712200912 0.00027797600439974704 -3.9869539329302485e-05 0.00038995992459863517 1.2239302205756531e-05 -0.00020016452696026477 -1.2486177611918947e-05 0.00011566030463242783 -2.4584111452519154e-05 -0.00020883325475452353
leaf_weight=95 132 394 112 46 31 123 155 241 25 139 119 107 39 44 27 226 31 32 48 27 52 123 209 38 69 25 62 41 96 27
leaf_count=95 132 394 112 46 31 123 155 241 25 139 119 107 39 44 27 226 31 32 48 27 52 123 209 38 69 25 62 41 96 27
internal_value=-0.00111035 -0.00039604 -0.000870871 -0.000286783 0.00244048 0.00441176 0.000165403 -0.00369085 -0.00302457 -0.00257937 -0.000233281 -0.00426829 0.00662577 0.000118243 0.000454976 0.00128041 -0.00176271 0.00163978 0.000492424 -0.00110193 -0.000126984 0.00423077 -0.0006639 -0.00145749 -0.0033121 -0.00126316 0.00144144 0.00463768 -0.000732601 -0.00283582
internal_weight=2935 2312 1987 1593 325 193 1440 623 528 503 1285 153 162 1173 1054 770 284 743 517 362 314 155 240 246 146 94 100 68 262 123
internal_count=2935 2312 1987 1593 325 193 1440 623 528 503 1285 153 162 1173 1054 770 284 743 517 362 314 155 240 246 146 94 100 68 262 123
cat_boundaries=0 18 44 46 47 49 51 53 55 56 58 60
cat_threshold=0 129 536870912 512 34 134217794 0 541065216 65536 268443680 8224 64 144 268435456 0 0 4096 128 0 2052 0 0 2147491840 1 0 0 1 32768 0 2052 8192 512 0 0 0 0 0 0 0 524288 4194304 8 0 268435456 1180736 2 288 67117058 32 18047232 32 32768 1024 1 20640 67198976 16777504 32 0 2176
is_linear=0
shrinkage=0.04


Tree=484
num_leaves=31
num_cat=12
split_feature=7 7 3 10 17 12 12 9 17 2 0 15 13 2 2 2 2 2 2 1 2 2 0 12 2 2 2 3 12 2
split_gain=3.84816 1.799 2.01791 1.80559 1.22843 1.1832 1.13009 1.70579 1.09867 1.27156 1.07779 1.05301 1.05407 1.23842 0.976495 1.29548 0.920044 0.916442 0.899545 1.9813 1.50462 1.65073 1.30846 1.12269 0.89123 0.874131 0.871511 0.820397 0.728784 0.951517
threshold=0 1 1995.5000000000002 2 3 4 5 6 7 58.500000000000007 37.250000000000007 8 9 3.5000000000000004 22.500000000000004 49.500000000000007 10.500000000000002 11.500000000000002 63.500000000000007 4.5000000000000009 41.500000000000007 31.500000000000004 23.500000000000004 10 29.500000000000004 34.500000000000007 7.5000000000000009 1984.5000000000002 11 45.500000000000007
decision_type=9 9 10 9 9 9 9 9 9 10 10 9 9 8 10 10 10 10 8 10 10 10 10 9 10 8 8 10 9 8
left_child=4 2 26 6 10 17 7 8 9 -3 -1 12 24 -14 -7 -16 -15 -6 20 -20 21 22 -10 -24 -8 -12 -2 -21 29 -5
right_child=1 3 -4 28 5 14 11 -9 18 -11 25 -13 13 16 15 -17 -18 -19 19 27 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00040142459142153089 1.7313128335878503e-05 -7.5688874844459528e-05 -4.6327475539058583e-05 -0.00013476503181216514 0.00087615162846166328 -0.00062950007416581852 -5.534342126658487e-06 8.0851319085084583e-05 -1.8574808440376955e-05 -0.00021630972076856382 -6.1125471085503595e-05 -9.7752730390325839e-05 3.4090152293266838e-05 -0.00015032577608081965 4.4530021918660621e-05 -6.7817729474448638e-05 -4.8784624731439411e-05 -4.3890853318302447e-05 -0.00092448427589783219 0.00018599338446954051 -0.00029063524064284254 3.1841973108583942e-05 4.4474869580461987e-05 -2.9986144722222718e-05 3.9604208703920562e-05 0.00022295241635475805 0.00017870349949909326 -2.7535381345842325e-05 6.595965237249146e-05 0.0013952987217799517
leaf_weight=37 56 63 36 75 28 91 104 251 115 43 72 358 32 62 27 92 217 81 26 84 55 43 218 196 87 28 124 26 164 35
leaf_count=37 56 63 36 75 28 91 104 251 115 43 72 358 32 62 27 92 217 81 26 84 55 43 218 196 87 28 124 26 164 35
internal_value=-0.00103861 -0.000403063 0.00299559 -0.000741722 -0.00436831 -0.00575758 -0.00116524 -0.000318302 -0.00115909 -0.00478632 -0.000945946 -0.00225029 -0.00101365 -0.00242236 -0.00760181 -0.0055 -0.00335714 -0.00183333 -0.000594315 0.00233577 -0.00124204 -0.000628272 -0.00124528 -0.000192771 0.00128713 -0.00316832 0.00486188 0.00468468 0.00224561 -0.000330579
internal_weight=2926 2470 216 2254 456 319 1980 1120 869 106 137 860 502 311 210 119 279 109 763 136 627 572 529 414 191 100 180 110 274 110
internal_count=2926 2470 216 2254 456 319 1980 1120 869 106 137 860 502 311 210 119 279 109 763 136 627 572 529 414 191 100 180 110 274 110
cat_boundaries=0 18 35 36 37 39 41 43 44 45 46 47 49
cat_threshold=0 16 1140850688 2048 524288 134225986 0 268435456 33556480 536870912 8224 8320 144 268435456 0 0 0 256 268566528 268435456 262144 2621568 0 0 4194304 8192 0 402661376 0 0 0 0 0 32 1073741952 256 26 73760 32 68403202 2 256 14372 35 209715200 4 68173826 8194 32
is_linear=0
shrinkage=0.04


Tree=485
num_leaves=31
num_cat=14
split_feature=8 7 12 4 9 2 1 7 12 12 9 6 2 9 2 2 2 2 4 4 7 12 2 2 2 2 2 12 6 2
split_gain=2.88992 2.6507 1.60552 1.20346 1.11654 1.06343 0.912033 0.8735 0.738999 0.729446 1.09264 1.29098 0.896674 0.729908 1.54691 1.65243 0.857904 2.04139 0.874333 0.924817 0.734998 0.840909 0.658615 1.14246 0.799238 0.793855 0.65007 0.641954 0.759751 1.32287
threshold=0 1 2 10438345000.000002 3 88.500000000000014 5.5000000000000009 4 5 6 7 8 2.5000000000000004 9 22.500000000000004 11.500000000000002 1269.0000000000002 272.00000000000006 1972110000.0000002 215.00000000000003 10 11 23.500000000000004 17.500000000000004 54.500000000000007 75.500000000000014 33.500000000000007 12 13 23.500000000000004
decision_type=9 9 9 8 9 10 10 9 9 9 9 9 10 9 10 10 10 10 10 8 9 9 10 8 10 10 10 9 9 10
left_child=2 3 -1 -2 -3 -5 8 -6 -4 10 22 -12 -13 14 15 -11 17 18 19 -15 21 -21 23 -9 26 -26 -24 -22 -29 -30
right_child=1 4 6 5 7 -7 -8 9 -10 13 11 12 -14 16 -16 -17 -18 -19 -20 20 27 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=-6.9038886575256703e-05 -4.1866422154654972e-05 -0.00011997952084161768 -5.0795308222859606e-05 -1.9058053010496677e-05 0.00018081226810593877 -5.6039491293979894e-05 -0.00017244809351801393 -1.9109971277231352e-06 3.6085721698810858e-05 -2.1117013785527662e-05 0.00013487678797126536 -0.00019964576779468501 1.9544632537460416e-05 -3.1052923305523447e-05 2.3979553840760561e-05 -0.00035998160137552305 0.0002248305375925952 -0.00056312602850759673 -0.00010022071517202136 4.6322017839059983e-05 -2.266591031386156e-05 4.2690808473366812e-06 -1.7984140982107989e-06 2.825795377972895e-05 5.6739348687315783e-05 -1.8483211712236879e-05 -0.00025803508046593041 1.3589573396259881e-05 9.8910219483627768e-06 -0.00015792916826093517
leaf_weight=113 36 100 157 183 109 26 55 163 139 53 119 26 121 39 67 26 28 35 46 106 166 128 52 59 41 68 53 305 240 83
leaf_count=113 36 100 157 183 109 26 55 163 139 53 119 26 121 39 67 26 28 35 46 106 166 128 52 59 41 68 53 305 240 83
internal_value=-0.000679579 -0.000128566 -0.00353684 -0.00398438 0.000311943 -0.00295238 -0.0020442 0.00051306 -0.00121212 0.000314496 0.00134642 0.0033213 0.000632911 -0.00024006 -0.00280255 -0.00675 0.000101095 -6.96258e-05 0.000233393 0.000468165 0.000699708 0.00261224 8.94855e-05 0.00161435 -0.00148837 0.000909091 -0.00396226 9.93789e-05 0.000688576 -0.000658683
internal_weight=2942 2478 464 245 2233 209 351 2133 296 2024 702 266 147 1322 146 79 1176 1148 1113 1067 1028 234 436 222 214 109 105 794 628 323
internal_count=2942 2478 464 245 2233 209 351 2133 296 2024 702 266 147 1322 146 79 1176 1148 1113 1067 1028 234 436 222 214 109 105 794 628 323
cat_boundaries=0 30 47 48 50 67 69 71 73 74 76 86 87 88 89
cat_threshold=1342177280 4 0 0 2147549184 0 0 0 1 0 0 33554432 64 0 268435456 4096 0 0 33554432 10240 0 0 4194304 0 0 1073758208 64 0 524416 4096 0 0 68157440 516 524288 8192 0 0 33554432 0 0 0 0 268435456 0 0 4096 68371456 131328 128 268435456 268435456 0 0 0 134217792 0 8192 0 134217728 8192 256 0 0 0 0 128 32770 32 115968 2 0 2080 140 1 16384 131072 0 0 2048 32 0 131072 0 2048 32 141314 16916480 268
is_linear=0
shrinkage=0.04


Tree=486
num_leaves=31
num_cat=9
split_feature=7 4 8 7 12 12 2 2 12 0 12 4 2 2 0 0 2 5 0 13 2 0 0 2 2 1 0 2 2 6
split_gain=4.52412 1.59568 1.57929 1.66766 1.27719 1.25127 1.49126 1.12076 1.3043 1.35789 1.22808 1.13578 1.05401 0.935256 0.918419 1.16764 0.953632 0.91462 0.907744 0.994412 0.905146 0.859317 1.09226 0.835003 0.857415 0.764826 0.725601 0.762288 0.737298 0.672452
threshold=0 12415638000.000002 1 2 3 4 147.50000000000003 33.500000000000007 5 30.500000000000004 6 481.00000000000006 41.500000000000007 11.500000000000002 40.675000000000004 47.250000000000007 6.5000000000000009 4.5000000000000009 47.750000000000007 7 18.500000000000004 37.250000000000007 15.500000000000002 29.500000000000004 46.500000000000007 5.5000000000000009 18.500000000000004 12.500000000000002 29.500000000000004 8
decision_type=9 8 9 9 9 9 10 8 9 8 9 10 10 8 10 10 10 8 10 9 8 10 10 10 10 8 10 10 10 9
left_child=1 -1 18 4 20 6 13 10 12 -10 14 29 -9 -3 16 -16 -5 -7 19 -2 -4 22 -19 -22 -25 -14 -21 -28 -29 -12
right_child=2 5 3 7 -6 17 -8 8 9 -11 11 -13 25 -15 15 -17 -18 21 -20 26 23 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-6.457514127681918e-05 -3.8157776380387534e-07 -1.6227931852199617e-05 -6.1669524689733632e-05 0.00016968162749606108 -2.8083819722155567e-05 -0.00041648841387136314 -0.00022777899899615762 -0.00051693788624902477 -0.00012181083924922121 4.9501226070205463e-05 -0.00045474114165120486 4.7452079801715284e-05 2.2249301636279031e-05 1.8247419884787065e-05 0.0001272275982069715 7.0635527841034221e-06 -8.9491640631322866e-06 -1.4056326811697773e-05 -5.8900245868755973e-05 6.2969618471342414e-06 0.00014904587057010588 -1.3753061808436939e-05 -0.00011306272650884353 -2.2295352636980681e-05 0.0019733471881767882 -0.00031717807397818376 9.3881057840405904e-05 0.00019246029683856136 4.3122733781260083e-05 -1.3767367626940085e-05
leaf_weight=74 114 34 37 68 502 25 31 42 27 317 172 65 59 137 27 29 172 82 28 52 30 158 114 32 38 26 76 47 48 251
leaf_count=74 114 34 37 68 502 25 31 42 27 317 172 65 59 137 27 29 172 82 28 52 30 158 114 32 38 26 76 47 48 251
internal_value=-0.000617496 -0.00351351 0.000237885 -0.000230971 -0.00187692 -0.00285223 -0.000187793 0.000616114 0.00216102 0.00338028 -0.000305732 -0.00152305 -0.00130435 0.00127907 0.00169381 0.00631579 0.0006639 -0.00415385 0.00260638 0.00325444 0.00148649 -0.00371831 -0.00548223 0.00356436 0.00112676 0.00116279 0.00470085 0.00616279 0.00854167 -0.00231132
internal_weight=2914 655 2259 1894 639 581 202 1255 471 344 784 488 127 171 296 56 240 379 365 337 137 354 196 100 70 85 223 171 95 423
internal_count=2914 655 2259 1894 639 581 202 1255 471 344 784 488 127 171 296 56 240 379 365 337 137 354 196 100 70 85 223 171 95 423
cat_boundaries=0 13 42 60 61 62 64 65 66 67
cat_threshold=131072 16 1140850688 526340 0 134225984 0 805306368 33622016 268435456 8224 384 128 268435472 0 0 134217728 65536 1 0 2147483648 0 32768 0 4 0 1048576 0 0 0 0 0 8192 384 0 0 8 0 0 64 0 524288 268435456 1 537927680 2097152 2 0 131072 131072 0 16 0 64 16 268435456 67108864 0 4096 128 1057056 16844066 17827872 32 17940544 4 14
is_linear=0
shrinkage=0.04


Tree=487
num_leaves=31
num_cat=7
split_feature=7 4 4 2 4 7 10 0 3 2 14 0 2 2 3 7 2 2 2 11 2 0 11 2 4 2 3 0 3 3
split_gain=2.61004 1.04933 1.04053 2.33574 1.76339 1.17133 1.33065 1.00719 1.00621 0.93081 0.828929 1.08758 1.00697 1.28809 0.71638 0.790005 1.01705 1.08372 0.94691 2.02705 1.29311 1.03253 0.967266 0.829138 0.807784 0.882651 0.775793 0.72668 0.64854 0.620942
threshold=0 1158870000.0000002 6186315000.000001 83.500000000000014 984745000.00000012 1 2 40.675000000000004 2019.5000000000002 24.500000000000004 3 35.850000000000009 29.500000000000004 65.500000000000014 1996.5000000000002 4 12.500000000000002 17.500000000000004 14.500000000000002 5 36.500000000000007 39.07500000000001 6 4.5000000000000009 625.00000000000011 3.5000000000000004 2021.5000000000002 39.07500000000001 2016.5000000000002 1992.5000000000002
decision_type=9 10 10 8 10 9 9 8 8 8 9 8 10 10 8 9 10 10 8 9 10 10 9 10 8 10 8 10 8 10
left_child=1 -1 4 -4 5 8 10 -6 -2 -10 14 12 -12 -14 29 16 -16 -18 19 21 22 -17 -20 -21 -23 -26 -27 -19 -22 -7
right_child=2 -3 3 -5 7 6 -8 -9 9 -11 11 -13 13 -15 15 18 17 27 20 23 28 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-3.6726336261949655e-05 -9.2451438449714384e-06 -3.2753985642273165e-05 8.4420263250706293e-06 -0.00048051479500827555 0.0005850245127365383 -6.865537511735909e-05 5.8298037804007662e-05 2.2250641673977613e-05 0.00014757198360889845 0.00021490133497987786 1.1140477224387269e-05 -0.00076221142983257551 -0.00017459813637387355 5.2216704023066999e-06 0.00012324476959555853 -0.0001059153085545006 -3.0128038129397795e-05 -2.7794027234051556e-06 -2.8445755389938655e-06 -0.00023121735327201522 -5.8676978152725211e-05 -0.00023503046369530267 1.8694815172395352e-05 -9.0628240453085598e-05 0.00059318152545316137 9.018587745821094e-05 -2.2884446013904381e-05 5.1986300720798794e-05 -1.4113738905408014e-06 -0.00021952370268635946
leaf_weight=427 42 37 45 25 27 54 150 33 31 34 97 163 47 30 91 39 40 138 178 57 92 38 170 89 85 73 145 125 318 29
leaf_count=427 42 37 45 25 27 54 150 33 31 34 97 163 47 30 91 39 40 138 178 57 92 38 170 89 85 73 145 125 318 29
internal_value=-0.000820339 -0.00353684 -0.000296474 -0.00507042 -0.000157285 -0.00033107 -0.000531208 0.00655738 0.00355932 0.0069697 -0.000796586 -0.00258621 -0.000457143 -0.00384615 -0.000440181 -0.000262061 0.00128395 0.000197368 -0.000741313 -0.00204934 0.000158103 -0.000409207 0.00194842 -0.00585987 0.000292398 0.000986842 -0.000365297 0.00113636 -0.00136253 -0.00404762
internal_weight=2949 464 2485 70 2415 2355 2248 60 107 65 2098 337 174 77 1761 1678 394 303 1284 526 758 380 348 146 341 303 218 263 410 83
internal_count=2949 464 2485 70 2415 2355 2248 60 107 65 2098 337 174 77 1761 1678 394 303 1284 526 758 380 348 146 341 303 218 263 410 83
cat_boundaries=0 18 36 37 38 55 56 57
cat_threshold=3 1 1677721600 526852 0 8256 0 268435456 0 134217744 8224 0 144 268435456 0 0 1073741824 256 0 16 0 8192 0 2 0 8192 33554432 0 0 0 0 0 0 0 128 128 276 8320 0 128 8192 2097152 0 134217728 131072 536870912 0 0 0 256 0 0 0 0 16 16388 4
is_linear=0
shrinkage=0.04


Tree=488
num_leaves=31
num_cat=8
split_feature=7 8 2 12 8 1 2 6 2 12 12 2 2 2 2 0 0 2 4 2 2 6 2 5 2 0 4 2 2 0
split_gain=3.00997 1.66333 1.61695 1.12749 2.24475 1.34029 1.63989 1.2743 1.27315 1.08144 1.04116 1.15714 1.41166 1.01981 1.48287 1.65576 1.36181 1.07172 0.853892 0.850719 0.843648 0.689104 0.674678 0.634251 0.578984 0.79125 0.563335 0.543435 0.531382 0.662541
threshold=0 1 19.500000000000004 2 3 5.5000000000000009 131.00000000000003 4 86.500000000000014 5 6 24.500000000000004 62.500000000000007 42.500000000000007 10.500000000000002 35.600000000000009 42.710000000000008 3.5000000000000004 62.500000000000007 272.00000000000006 12.500000000000002 7 5.5000000000000009 1.5000000000000002 27.500000000000004 25.500000000000004 8.0000000000000018 13.500000000000002 2.5000000000000004 33.175000000000004
decision_type=9 9 10 9 9 8 10 9 8 9 9 10 10 10 8 10 8 10 10 8 10 9 10 8 8 10 10 10 8 10
left_child=9 2 20 4 8 6 7 23 -3 21 11 -7 -13 14 15 -6 24 -17 -9 27 28 -1 -11 -5 25 -16 -15 -12 -2 -30
right_child=1 3 -4 5 13 10 -8 18 -10 22 19 12 -14 26 16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-7.1798199719168564e-05 2.4521522038014611e-05 0.00026167116558774241 -6.7189875443318678e-05 -0.00026634136449580129 -0.00012673743944631612 -0.00013252630622709205 0.00015655684668416825 8.3324142039487017e-07 -1.2692465971326784e-05 -1.0261482118743003e-05 4.3460512748936254e-05 0.0001656132961346657 -0.00010705547775280877 -7.9834125644069335e-05 9.7621471555306988e-05 7.7631635119921325e-05 -9.9793441516382589e-05 -4.2989005417481965e-05 -9.1035936778283144e-05 4.4983273225298607e-05 3.7432257573257743e-05 -2.0499907052631272e-05 -5.2622465749045944e-05 2.0794755782453932e-05 8.0660187493464266e-05 -3.3864611953049466e-05 2.3190636035295144e-05 -6.3536521433036339e-05 -0.00013200251928225271 -5.4841233642832777e-06
leaf_weight=103 25 78 157 27 49 69 81 339 28 34 56 25 31 135 36 32 42 88 59 51 29 196 150 598 89 91 25 89 37 84
leaf_count=103 25 78 157 27 49 69 81 339 28 34 56 25 31 135 36 32 42 88 59 51 29 196 150 598 89 91 25 89 37 84
internal_value=-0.000674847 -9.75213e-05 -0.00268222 0.000319399 -0.000994318 0.000961003 0.00162896 0.00119141 0.00410256 -0.00352227 -0.00130435 -0.00397059 0 -0.00197324 -0.000981308 -0.00388235 0.000926641 -0.00132231 -0.000586797 0.00057971 -0.000113636 -0.00187097 -0.00594872 0.0022956 0.00221198 0.00046875 -0.0047205 -0.000958904 -0.00136054 -0.00245902
internal_weight=2933 2450 332 2118 693 1425 1104 1023 106 483 321 125 56 587 427 169 258 120 398 196 175 299 184 625 216 127 160 145 146 121
internal_count=2933 2450 332 2118 693 1425 1104 1023 106 483 321 125 56 587 427 169 258 120 398 196 175 299 184 625 216 127 160 145 146 121
cat_boundaries=0 17 47 48 62 63 65 67 68
cat_threshold=131073 1 0 2624004 32 134217730 0 541065216 0 134217776 32 0 268435584 268435456 0 32 144 1073741824 0 4 0 65536 0 0 0 1 0 0 0 64 0 0 4096 0 0 4096 0 128 0 4194304 8 0 32768 0 0 0 4096 17859680 0 8 0 0 0 0 262144 2147483648 0 0 0 4 0 512 202 16942146 32 73728 32 328
is_linear=0
shrinkage=0.04


Tree=489
num_leaves=31
num_cat=11
split_feature=7 8 12 7 12 8 2 2 6 2 2 0 12 0 7 12 2 7 2 2 2 2 2 2 2 1 2 2 2 2
split_gain=2.5833 1.85899 1.72385 1.62313 1.43882 1.28777 1.15303 1.15302 1.01679 1.69108 1.36788 0.948338 0.919149 1.03839 0.869048 0.88993 0.940173 0.787906 0.795495 0.745086 0.708645 0.708527 0.897959 0.637673 1.09723 0.6275 0.600642 0.78659 0.583838 0.527599
threshold=0 1 2 3 4 5 66.500000000000014 22.500000000000004 6 14.500000000000002 10.500000000000002 35.850000000000009 7 35.850000000000009 8 9 61.500000000000007 10 7.5000000000000009 74.500000000000014 1.5000000000000002 147.50000000000003 416.00000000000006 41.500000000000007 30.500000000000004 5.5000000000000009 8.5000000000000018 4.5000000000000009 70.500000000000014 136.50000000000003
decision_type=9 9 9 9 9 9 10 8 9 10 10 10 9 10 9 9 10 9 10 10 10 10 10 10 10 8 8 10 10 8
left_child=-1 2 5 12 8 6 23 11 9 -5 26 20 13 -3 -9 16 -16 18 -6 -17 -4 29 -23 24 -2 -20 27 -10 -14 -19
right_child=1 3 7 4 17 -7 -8 14 10 -11 -12 -13 28 -15 15 19 -18 21 25 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.17998736248515e-05 -2.0169283229307665e-05 3.8889801940911182e-06 3.4650113959031612e-05 0.0020605988064893665 -0.00028242912182925296 3.6728216361296973e-05 0.00039111890899569347 -2.4781727079670192e-05 -0.00022295041370966827 -2.8678914009105937e-06 2.0244481566180638e-05 2.9133008413140261e-06 -3.5440291681396727e-05 -8.5556825873887025e-05 6.9427190062327785e-05 8.4298257306869582e-06 0.001473709363315976 -3.8793219347112996e-05 0.00057885903203359847 -3.6345093090588418e-05 -6.5753457512478524e-05 -0.00020447940970043987 -0.00012800874984151279 -0.0001673973186111155 0.0011043918851058976 -3.9434957648794014e-05 -0.00025923678957184392 5.5024671860266498e-05 -0.00015157129181886831 1.9720813493186995e-05
leaf_weight=216 127 31 27 52 30 229 27 111 42 51 144 74 80 102 57 80 43 796 48 44 110 48 28 34 31 33 46 34 29 136
leaf_count=216 127 31 27 52 30 229 27 111 42 51 144 74 80 102 57 80 43 796 48 44 110 48 28 34 31 33 46 34 29 136
internal_value=-0.00100646 -0.000658135 0.000716418 -0.00144744 -0.000933956 0.00252723 0.00026087 -0.000789946 0.00121053 0.00438596 -0.000144404 -0.00311321 -0.00442688 -0.00180556 0.000654762 0.00204255 0.00468468 -0.00164602 0.00147541 -0.000296296 -0.00507246 -0.00200196 -0.00571429 -0.000829016 0.000251572 0.00365854 -0.00325203 -0.00103896 -0.00716667 -0.0017149
internal_weight=2940 2724 994 1730 1488 448 219 546 369 103 266 211 242 133 335 224 100 1119 111 124 137 1008 76 192 158 81 122 76 109 932
internal_count=2940 2724 994 1730 1488 448 219 546 369 103 266 211 242 133 335 224 100 1119 111 124 137 1008 76 192 158 81 122 76 109 932
cat_boundaries=0 18 44 45 59 61 84 85 87 95 97 114
cat_threshold=2 0 0 512 2 64 0 4194304 0 671088672 8192 0 144 0 0 0 0 256 16 2052 0 0 2147549184 0 0 2147483648 0 32768 0 131072 10240 1048576 0 0 0 0 4096 8192 256 0 20971520 8 0 49152 68192354 0 0 67117056 2097156 0 134217730 131072 0 2048 8192 0 0 0 268435456 83960832 2 0 2048 0 0 2147483648 0 0 0 0 0 0 131072 0 0 0 0 0 0 4096 0 0 0 16777216 130 98626 32 0 0 0 4 0 0 0 131072 16785408 32 0 128 0 0 32 0 0 8192 33554432 0 0 0 0 0 0 0 1073741840
is_linear=0
shrinkage=0.04


Tree=490
num_leaves=31
num_cat=11
split_feature=7 8 8 12 9 2 2 4 9 12 0 2 0 0 2 16 4 0 2 4 2 12 2 2 12 2 7 2 2 0
split_gain=2.0715 2.65704 1.7648 1.50384 1.91915 1.49279 1.21535 1.0963 1.21771 1.27906 0.996175 0.967749 0.818555 0.866248 0.796536 0.776966 0.944236 0.759417 0.745787 0.712615 0.653116 0.709222 0.787268 0.799033 0.634435 0.946813 0.671722 0.628697 0.627705 0.626
threshold=0 1 2 3 4 25.500000000000004 60.500000000000007 1732015000.0000002 5 6 40.250000000000007 6.5000000000000009 36.900000000000006 40.675000000000004 71.500000000000014 7 5965.0000000000009 44.07500000000001 108.50000000000001 642496500.00000012 54.500000000000007 8 10.500000000000002 45.500000000000007 9 58.500000000000007 10 28.500000000000004 17.500000000000004 42.710000000000008
decision_type=9 9 9 9 9 8 10 10 9 9 10 8 10 10 10 1 10 10 10 8 10 9 10 8 9 8 9 10 10 10
left_child=24 11 18 4 -4 10 7 8 20 12 28 -2 -10 19 -8 16 -13 -7 -3 -14 21 -5 -23 -24 25 27 -26 29 -6 -1
right_child=1 2 3 6 5 17 14 -9 9 -11 -12 15 13 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=9.9223604835074761e-06 -3.3783653330559105e-05 -0.00018744427137129093 -3.713604576105922e-05 6.5429529276883615e-06 2.5196219370791085e-05 7.298374802687135e-05 -4.3349941894597068e-05 -6.3067657926580984e-05 -0.00015341034934309052 0.00015953051518692972 -2.1549606687827349e-05 0.00030147816125058568 0.00027534107668156341 -0.00030194811285607417 -3.294325979197765e-05 2.6229086842732842e-06 2.5080387668197091e-06 0.00021534530347381065 2.0808021345430916e-06 8.0381129521356343e-06 7.765819913892358e-05 -0.0001811065117199462 -6.1293647309668135e-07 -0.00032403653770430197 -3.297324317230732e-06 -4.9257781637628286e-05 -6.8119500401238041e-05 0.00040525397629966877 -2.8699617179519521e-05 -3.0845469045175381e-05
leaf_weight=56 43 81 111 324 188 207 50 25 25 141 43 117 34 26 212 43 38 31 28 116 27 188 248 26 109 76 245 30 40 25
leaf_count=56 43 81 111 324 188 207 50 25 25 141 43 117 34 26 212 43 38 31 28 116 27 188 248 26 109 76 245 30 40 25
internal_value=-0.000507786 0 -0.000449129 -0.000173661 0.001458 0.0025 -0.000880936 -0.000338696 -0.000155709 0.00181303 0.000514706 0.00388889 -0.000283019 0.000677966 -0.00334601 0.00522613 0.00653846 0.00485356 -0.00516667 0.0018543 -0.000995146 -0.00121982 -0.00219873 -0.000872727 -0.00271739 -0.000707071 -0.00372603 0.00160714 0.00157205 -0.000243902
internal_weight=2953 2412 2171 2062 620 509 1442 1180 1155 342 271 241 201 176 262 198 155 238 109 150 813 786 462 274 541 187 354 111 228 81
internal_count=2953 2412 2171 2062 620 509 1442 1180 1155 342 271 241 201 176 262 198 155 238 109 150 813 786 462 274 541 187 354 111 228 81
cat_boundaries=0 18 48 77 78 80 82 84 85 86 87 99
cat_threshold=131072 129 638582784 4 34 64 0 805306368 33554432 16 8224 256 268435456 0 0 0 0 256 268435472 12 0 0 2147483648 0 0 2147483648 0 0 0 2048 0 1536 0 0 0 0 0 8192 0 0 0 8 0 0 0 0 0 4096 0 0 4 0 0 0 0 0 0 0 0 0 64 0 0 0 0 0 33554432 2048 2147483648 0 4194304 0 0 1073741824 0 0 524288 108544 1 164 256 18592 1049666 2 2 1049634 67112002 0 128 67108864 0 2 0 0 0 0 0 8192 256
is_linear=0
shrinkage=0.04


Tree=491
num_leaves=31
num_cat=14
split_feature=7 8 7 8 12 3 12 2 11 12 2 1 12 4 11 12 2 2 4 2 3 2 4 16 2 2 16 9 3 2
split_gain=2.28963 2.03214 1.41339 1.34952 1.31789 1.28106 1.24886 1.35052 0.990987 0.91399 0.89158 0.745911 0.714341 1.29036 0.813457 1.34564 0.86387 1.12891 0.746601 0.761789 0.701722 0.688503 0.683377 0.5875 0.573821 0.992266 0.568948 0.559457 1.38089 0.77419
threshold=0 1 2 3 4 1989.5000000000002 5 12.500000000000002 6 7 20.500000000000004 4.5000000000000009 8 2960.0000000000005 9 10 29.500000000000004 67.500000000000014 1074820000.0000002 10.500000000000002 2019.5000000000002 39.500000000000007 141.00000000000003 11 145.50000000000003 66.500000000000014 12 13 2000.5000000000002 14.500000000000002
decision_type=9 9 9 9 9 8 9 8 9 9 10 10 9 10 9 9 10 10 8 8 8 8 10 1 8 10 1 9 10 10
left_child=-1 4 6 9 11 -5 20 23 -9 -4 -10 -2 13 -7 24 18 -17 -18 -16 -20 -3 -21 -19 -8 25 27 -13 28 29 -14
right_child=1 2 3 5 -6 12 7 8 10 -11 -12 26 14 -15 15 16 17 22 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00021814243237074039 -0.0018111702595796331 -4.4630069695017482e-05 0.000227985579090344 0.00064087102452326406 -9.9427090628623199e-06 -1.3327334113952816e-05 -0.00019324115166263311 4.7766211960009745e-06 -0.00012928122702351885 4.0288018091416691e-07 -0.00013560570159018681 -4.637925457714687e-05 5.699409393219668e-05 -0.00029954359628415973 1.9592768691936158e-05 6.7606842977170343e-05 -0.00033587148741645481 2.6482258697768656e-06 -6.984183321808502e-05 2.459405632531997e-05 1.683595788222192e-06 -0.00011429889216749701 0.0012674525302814388 -0.00011113010798574407 -0.00040132541532955201 2.9482509748959274e-05 -6.1723013321639546e-05 -1.8923600540041718e-05 0.001351538614936949 -0.00080937747026410989
leaf_weight=105 26 55 109 35 142 355 35 105 36 149 78 71 52 26 27 159 50 46 40 56 369 93 26 34 27 48 33 498 32 25
leaf_count=105 26 55 109 35 142 355 35 105 36 149 78 71 52 26 27 159 50 46 40 56 369 93 26 34 27 48 33 498 32 25
internal_value=-0.00051648 -0.00073736 -0.000380435 0.000203863 -0.0039576 -0.000236613 -0.00188105 -0.0038796 -0.00245455 0.00282528 -0.0048 -0.00680851 -0.000409994 -0.00188776 8.40336e-05 0.00129921 0.00308219 0.000650407 -0.00105727 -0.002 -0.00045977 -0.000666667 0.00383562 -0.00885714 -0.000808081 -0.000579268 -0.00571429 -0.00101974 0.0015 -0.00128205
internal_weight=2942 2837 2565 1853 272 1595 712 288 219 258 114 130 1560 381 1179 497 281 122 216 189 424 149 72 69 682 655 104 607 109 77
internal_count=2942 2837 2565 1853 272 1595 712 288 219 258 114 130 1560 381 1179 497 281 122 216 189 424 149 72 69 682 655 104 607 109 77
cat_boundaries=0 14 43 61 87 89 91 94 95 97 99 100 101 102 104
cat_threshold=0 0 536870912 2105856 0 134217728 0 8192 0 0 0 2097152 0 268435456 1073741824 2052 0 0 65536 0 0 0 1 0 0 131072 0 1048576 0 0 0 0 33554432 2048 2147483648 0 4194304 0 0 1073741824 0 0 128 147457 49 100671488 526340 0 0 0 131072 0 8208 8224 256 16 0 0 0 4112 128 16 8 0 0 0 1 0 0 0 0 0 2048 8192 0 268435456 0 0 0 0 0 384 524288 0 0 0 32768 40962 32 191490 32 32 0 524288 32866 84937728 32 67141636 2147484672 98400 2 2 0 16528
is_linear=0
shrinkage=0.04


Tree=492
num_leaves=31
num_cat=12
split_feature=7 12 8 2 5 2 12 11 0 7 12 2 2 12 4 12 2 13 2 1 2 12 0 0 5 2 2 2 7 0
split_gain=3.21464 1.57987 1.09806 1.06038 1.11579 1.02667 0.918837 1.204 1.73492 1.02899 1.26167 1.06504 1.03303 0.982174 1.44889 0.958189 0.912398 0.905339 0.980403 0.881228 0.87324 0.848628 1.6802 1.15384 1.06619 1.49719 0.788477 1.03155 0.780129 0.951162
threshold=0 1 2 7.5000000000000009 1.5000000000000002 12.500000000000002 3 4 35.250000000000007 5 6 26.500000000000004 3.5000000000000004 7 676.50000000000011 8 72.500000000000014 9 18.500000000000004 4.5000000000000009 28.500000000000004 10 31.500000000000004 38.20000000000001 5.5000000000000009 13.500000000000002 37.500000000000007 79.500000000000014 11 32.500000000000007
decision_type=9 9 9 8 8 10 9 9 10 9 9 8 8 9 10 9 10 9 8 10 10 9 8 10 8 10 10 10 9 10
left_child=1 5 3 -2 -5 -1 7 20 -9 12 11 21 -8 -14 17 -13 -3 18 -15 -12 -4 23 -23 -11 25 -24 -20 -28 -19 -30
right_child=2 16 6 4 -6 -7 9 8 -10 10 19 15 13 14 -16 -17 -18 28 26 -21 -22 22 24 -25 -26 -27 27 -29 29 -31
leaf_value=-2.9191821799088302e-05 0.00039931251317916862 -1.1394843447902758e-05 1.3229984351283974e-05 -0.0005543963398508112 1.5848161459999231e-05 -6.7780366389555974e-05 -6.488133233773397e-05 -7.8797893411959306e-05 -4.7067086227343681e-05 2.6610512898272987e-05 -3.2207293939627845e-05 3.9478410871893742e-05 1.6839543006526014e-05 -0.00012879960466264607 -0.0003822244563252042 -4.6356592502334591e-05 -5.5396380954171321e-05 4.9628714858727111e-05 1.8062969367349524e-06 0.00010386430249379686 -1.0139693490422986e-05 -0.00019576640583750306 0.00081868629461482104 -7.1934439614551592e-06 -4.4524084394055312e-05 -0.00015477783271403923 -0.00022306015529515832 2.8604135655925233e-05 5.2898845375892733e-06 -0.00039975372491767301
leaf_weight=27 63 257 37 32 263 75 57 41 138 25 94 227 104 30 35 112 66 163 29 274 64 42 37 157 197 26 37 35 120 67
leaf_count=27 63 257 37 32 263 75 57 41 138 25 94 227 104 30 35 112 66 163 29 274 64 42 37 157 197 26 37 35 120 67
internal_value=-0.000729877 -0.00389908 -0.000174811 0.00184282 0.000878378 -0.00814159 -0.000518759 -0.00261168 -0.00452632 -0.000191591 0.000515807 -0.000359712 -0.00142442 -0.000966184 -0.00166983 0.00135294 -0.00233533 -0.00112033 -0.00380282 0.00242744 0.000892857 -0.00156701 -0.0028115 0.000621762 -0.00168582 0.0028125 -0.00215686 -0.00438356 0 -0.00171717
internal_weight=2931 425 2506 358 295 102 2148 280 179 1868 1191 823 677 620 516 339 323 481 131 368 101 484 302 182 260 63 101 72 350 187
internal_count=2931 425 2506 358 295 102 2148 280 179 1868 1191 823 677 620 516 339 323 481 131 368 101 484 302 182 260 63 101 72 350 187
cat_boundaries=0 18 20 49 50 52 70 71 72 73 74 75 93
cat_threshold=0 129 1611661312 2097664 524290 134225986 0 805306368 0 134217744 0 64 268435584 268435456 0 0 128 256 17440 34 1073741840 4 0 0 2147483648 1 262144 2147483648 0 0 0 0 0 0 0 0 0 0 0 8192 256 0 0 0 0 268468224 4 0 524288 83894272 32 1024 3 0 0 524292 0 0 131072 131072 33556480 32 8192 128 16 0 0 0 16 128 230498 163872 33858 4 98304 0 0 0 4 0 0 131072 0 0 0 0 0 0 0 0 0 16 128
is_linear=0
shrinkage=0.04


Tree=493
num_leaves=31
num_cat=12
split_feature=7 4 2 7 12 3 8 2 2 5 8 2 0 2 12 0 5 7 9 0 0 12 6 3 4 6 12 2 2 3
split_gain=3.51947 2.03895 1.68213 1.09771 1.00969 1.04833 0.992336 0.988142 0.986065 0.854239 0.82994 1.24612 0.799762 1.07377 0.753362 0.722538 0.711697 0.635788 0.633506 2.0014 1.01962 0.939708 0.962516 1.00545 0.912298 0.866795 1.46324 1.39183 1.1033 1.19185
threshold=0 775.00000000000011 60.500000000000007 1 2 2003.5000000000002 3 1.5000000000000002 4.5000000000000009 4.5000000000000009 4 11.500000000000002 18.500000000000004 3.5000000000000004 5 29.500000000000004 1.0000000180025095e-35 6 7 30.500000000000004 40.675000000000004 8 9 2003.5000000000002 29000.000000000004 10 11 59.500000000000007 16.500000000000004 2012.5000000000002
decision_type=9 8 8 9 9 10 9 8 8 8 9 10 10 10 9 10 10 9 9 10 10 9 9 10 10 9 9 8 10 10
left_child=1 -1 4 -2 5 -3 14 -8 12 -6 11 -10 -9 16 -5 -13 -14 -4 25 -20 21 -21 -23 -24 -22 27 -27 -12 -28 -30
right_child=3 2 17 6 9 -7 7 8 10 -11 18 15 13 -15 -16 -17 -18 -19 19 20 24 22 23 -25 -26 26 28 -29 29 -31
leaf_value=-0.00023835780705542932 0.00016707121214174948 -5.6216443230283634e-06 -2.8044359898302672e-05 -4.1884389195345759e-06 -5.2025854514141661e-05 0.00062047768068090653 6.7745142876987079e-05 -5.8883446531048382e-05 -1.2324486408417102e-05 -4.8845150789702533e-05 -0.00025209313752959871 -2.2246089233135536e-05 0.00028470017422492332 -0.0011180328606248935 -0.00010133384580772286 0.00024564783251278754 -0.00022987513648484281 -0.00010787267278068668 -0.00030854179174411912 -5.5339309357904653e-06 -5.8903920680606347e-05 0.00064571467641094671 5.0900402977873683e-05 -0.00053306899869483011 3.1565895239857865e-05 1.1783349160054968e-05 -6.8363313790982262e-05 0.00010396992829200259 -6.2940040553627344e-06 0.00031133073078184028
leaf_weight=50 104 180 111 110 25 30 71 32 36 150 107 25 67 57 130 89 26 143 41 102 62 103 103 29 28 368 187 26 331 34
leaf_count=50 104 180 111 110 25 30 71 32 36 150 107 25 67 57 130 89 26 143 41 102 62 103 103 29 28 368 187 26 331 34
internal_value=-0.000750507 -0.00322857 -0.00265625 1.75516e-05 -0.000984456 0.000904977 -0.000183908 0.000124031 -5.39374e-05 -0.00311828 0.000251196 0.00298137 -0.00284153 -0.0015894 -0.0025498 0.00521739 0.00106383 -0.00517647 -3.91645e-05 0.0011691 0.00200935 0.00301775 0.00430894 0.00167832 -0.00175824 -0.000582707 -0.000128894 -0.00347222 -0.00142096 -0.000163934
internal_weight=2957 689 639 2268 385 210 2164 1924 1853 175 1671 150 182 150 240 114 93 254 1521 468 427 337 235 132 90 1053 920 133 552 365
internal_count=2957 689 639 2268 385 210 2164 1924 1853 175 1671 150 182 150 240 114 93 254 1521 468 427 337 235 132 90 1053 920 133 552 365
cat_boundaries=0 17 35 36 62 91 92 109 111 113 114 115 116
cat_threshold=147456 161 1141899264 2097664 524322 134217792 0 805306368 2048 536879136 8224 0 144 0 67108864 0 1073741840 268435456 0 0 8320 0 2 0 8192 0 0 0 256 0 0 0 32 0 128 1091650 0 2056 4 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 128 0 0 0 0 1073758208 268435456 4 0 0 0 0 0 0 0 0 0 2052 0 0 0 0 0 0 0 0 0 0 4194304 0 0 0 0 0 524288 215136 0 0 67108864 0 0 0 0 0 2048 0 32 0 128 0 0 0 16 1 18464 65600 32 216 128 1281056
is_linear=0
shrinkage=0.04


Tree=494
num_leaves=31
num_cat=12
split_feature=7 4 7 4 12 2 1 11 12 12 0 2 9 12 2 6 12 3 3 12 2 4 3 4 0 3 2 0 6 1
split_gain=2.71405 1.84042 1.1932 1.31842 1.39885 1.47673 1.40389 1.27187 3.01515 1.97804 1.88802 1.50269 1.42551 1.37827 1.56064 1.26342 1.92065 1.3162 1.20398 1.1417 1.12154 1.20438 1.10908 1.40726 1.07713 0.982896 0.937821 0.9115 0.865591 1.18677
threshold=0 950.00000000000011 1 1050.0000000000002 2 58.500000000000007 5.5000000000000009 3 4 5 39.07500000000001 6.5000000000000009 6 7 60.500000000000007 8 9 2003.5000000000002 2001.5000000000002 10 1.5000000000000002 20282.500000000004 2020.5000000000002 141.00000000000003 43.675000000000004 2000.5000000000002 1.5000000000000002 35.250000000000007 11 4.5000000000000009
decision_type=9 8 9 8 9 10 8 9 9 9 10 8 9 9 8 9 9 10 8 9 10 8 8 10 10 10 10 8 9 10
left_child=1 -1 3 -2 6 18 -5 9 10 -4 27 26 13 14 -13 17 20 19 -6 -11 -17 -22 -15 -24 25 -18 -10 -9 29 -3
right_child=2 28 7 4 5 -7 -8 8 11 15 -12 12 -14 22 -16 16 24 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.003032644627886718 -5.2812333359000264e-05 0.00014340763842810134 -0.00017752699089697898 -1.3953335196177364e-05 -0.00053585143267191886 -5.6498831503049018e-05 5.8113547607732134e-05 -5.4712711800277703e-05 6.503533716191612e-05 0.00031578989297585734 8.4919265116418786e-05 0.0001927551970948116 0.00010688346212816668 -6.2842045664375241e-05 -1.9581599707407805e-05 -0.001400921601243823 3.2547868690002701e-05 -0.00020440098325451574 -1.9264307697355321e-05 -2.5653872732078754e-06 -0.00045578052074027656 -2.0114274606655158e-05 3.6049422194679438e-05 -0.00052726323694955116 -0.00012926230573956588 0.001095225710256571 -9.1914947359441614e-05 -0.00051355465301575979 8.5302382236775994e-05 -5.9318264781289542e-05
leaf_weight=28 33 37 131 75 33 160 26 150 25 110 64 66 136 38 39 25 123 59 468 107 47 285 190 35 30 28 60 50 179 120
leaf_count=28 33 37 131 75 33 160 26 150 25 110 64 66 136 38 39 25 123 59 468 107 47 285 190 35 30 28 60 50 179 120
internal_value=-0.000520622 0.00266667 -0.000975422 -0.00225806 -0.00193971 -0.00258929 0.00232143 -0.00039801 0.000717593 -0.00140167 -0.00276364 0.0023 0.00316832 0.00168865 0.00534483 -0.000630303 -0.00174863 0.0015331 -0.00155378 0.00302752 -0.00342391 -0.00288288 7.29927e-05 0.00115044 0.0015625 0.00302632 -0.00255814 -0.00477612 0.00189911 -0.000357143
internal_weight=2957 364 2593 795 762 661 101 1798 853 945 264 589 504 368 105 814 538 276 501 217 357 332 263 225 181 151 85 200 336 157
internal_count=2957 364 2593 795 762 661 101 1798 853 945 264 589 504 368 105 814 538 276 501 217 357 332 263 225 181 151 85 200 336 157
cat_boundaries=0 18 35 36 39 41 42 44 45 46 47 48 49
cat_threshold=268435458 0 571482112 270336 524288 134217728 33554432 536879104 0 32 32768 2097152 0 0 0 32 4096 256 147457 1 1073741824 2560 65538 64 131072 0 67584 134217728 32 128 128 0 67108864 0 128 84017184 67141636 2147483648 524288 83889152 34 155680 0 6176 196672 76 66882 1050946 92
is_linear=0
shrinkage=0.04


Tree=495
num_leaves=31
num_cat=10
split_feature=7 2 2 9 3 8 0 2 9 3 6 0 13 13 9 3 13 0 1 1 0 0 1 2 2 2 2 2 2 7
split_gain=3.15708 1.71888 1.48856 1.46466 1.47406 1.36783 1.5131 0.861424 0.858329 1.29967 0.925347 0.916173 1.00819 0.91557 0.857906 1.25654 0.84433 0.822973 0.81676 0.766586 0.740594 0.72592 0.770137 0.716305 1.18187 0.70122 1.12911 0.693902 0.677426 0.666686
threshold=0 104.50000000000001 101.50000000000001 1 2021.5000000000002 2 42.710000000000008 4.5000000000000009 3 2001.5000000000002 4 29.500000000000004 5 6 7 2005.5000000000002 8 35.600000000000009 4.5000000000000009 5.5000000000000009 51.32500000000001 40.675000000000004 5.5000000000000009 15.500000000000002 22.500000000000004 352.00000000000006 155.00000000000003 39.500000000000007 11.500000000000002 9
decision_type=9 8 10 9 8 9 8 10 9 10 9 10 9 9 9 10 9 10 10 8 10 10 10 10 10 10 8 10 10 9
left_child=2 5 3 4 -1 21 8 -5 9 27 11 -10 -13 14 -12 -16 19 -4 -15 -3 -8 22 -2 -14 -25 26 -18 28 -7 -6
right_child=1 16 17 7 29 6 20 -9 10 -11 13 12 23 18 15 -17 25 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.5125134162329342e-05 -9.3124954400991551e-06 0.0001040157025732924 -0.00059294426081095257 -0.00016518828679480181 -2.3322102508060994e-05 0.00022595473870708815 3.9535688086260733e-05 -7.2915635942791824e-05 0.00074158190142668444 -0.00073654797936583804 -7.4842207808956118e-06 -5.4034542197882733e-05 0.00044370098759337394 -2.279950119827845e-05 0.00016661876077122883 -5.8981549546075485e-05 0.00097538786781910865 -8.1871001423685649e-05 -0.00044527665665572869 -1.5444267363875498e-05 -9.5675015010243663e-06 -5.6080895802210762e-05 -0.00061867237545445877 -0.00014717923084525352 0.00026394536922150989 0.00019012080269355637 1.1119166115243217e-05 0.00064444314164120449 -0.00065921292255687546 2.590609485721984e-06
leaf_weight=51 191 97 33 65 103 35 127 114 27 51 559 117 58 64 135 37 33 48 54 55 34 37 30 25 44 45 132 25 35 440
leaf_count=51 191 97 33 65 103 35 127 114 27 51 559 117 58 64 135 37 33 48 54 55 34 37 30 25 44 45 132 25 35 440
internal_value=-0.000379049 0.00047619 -0.00240462 -0.0018863 -0.000859504 -5.9312e-05 0.000431154 -0.00494737 -3.15706e-05 -0.00280255 0.000353669 0.00234043 0.00163265 -0.000302326 0.000242588 0.00262295 0.00297521 -0.00756098 -0.00341085 0.000490798 0.00407407 -0.00267658 -0.00189189 0.00391304 0.00142857 0.00452489 0.00349398 -0.000208333 -0.00225352 -0.000257353
internal_weight=2901 2047 854 773 594 1685 1427 179 1266 146 1120 271 244 849 731 172 362 81 118 152 161 258 221 127 69 210 165 95 70 543
internal_count=2901 2047 854 773 594 1685 1427 179 1266 146 1120 271 244 849 731 172 362 81 118 152 161 258 221 127 69 210 165 95 70 543
cat_boundaries=0 18 20 50 52 53 54 55 57 58 75
cat_threshold=131075 268435456 1645223936 2097664 65570 64 0 805437440 33554432 268435472 32 128 268435472 0 0 32 4112 128 128 22688 1342177280 2052 0 0 0 1 0 2147483648 0 0 0 2052 0 0 0 0 0 0 4096 2048 0 0 4194304 8 0 0 0 0 0 4096 257 8352 6 10 6 0 6160 12 2 0 536870912 2097152 32 0 0 268435456 0 0 0 0 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=496
num_leaves=31
num_cat=11
split_feature=8 12 4 17 8 3 0 13 12 12 9 1 12 4 0 5 0 3 12 5 0 4 3 0 3 0 0 12 4 0
split_gain=1.93167 1.93077 1.18735 1.04695 0.991979 1.18453 1.63013 1.14757 2.18037 1.89315 1.32629 0.987168 0.947097 0.850052 0.715233 0.707756 0.637082 0.901402 0.71198 1.06779 0.682881 0.629949 0.613359 0.609309 0.587899 0.668059 0.534808 0.490274 0.476605 0.470554
threshold=0 1 27174645000.000004 2 3 2016.5000000000002 39.07500000000001 4 5 6 7 3.5000000000000004 8 3425710000.0000005 24.500000000000004 1.5000000000000002 44.07500000000001 1998.5000000000002 9 1.0000000180025095e-35 38.57500000000001 3425710000.0000005 1990.5000000000002 40.250000000000007 2001.5000000000002 23.500000000000004 39.07500000000001 10 313.50000000000006 40.250000000000007
decision_type=9 9 8 9 9 10 8 9 9 9 9 10 9 8 10 8 10 10 9 10 10 10 10 10 10 10 10 9 8 10
left_child=1 2 -1 21 16 7 -7 9 -9 24 15 -12 13 -10 -5 -11 17 18 -2 -20 -19 -3 -16 -4 25 -6 -27 -13 -29 -14
right_child=4 3 23 14 5 6 -8 8 12 10 11 27 29 -15 22 -17 -18 20 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=5.9599282174502836e-05 -1.9377732608809596e-05 -1.9282825140720661e-06 9.5182264871596088e-07 -6.4035731933742571e-05 -7.9065723211719789e-05 -0.0003691508341697514 0.00024863234356828909 0.00017195756363939553 0.00024293376718055983 3.7997589166884891e-05 0.0013228242140995762 3.9858263294689777e-06 -9.434481450405485e-05 2.602156515578713e-06 -8.6533635803149881e-05 -9.2747051084387519e-05 4.1279904267845779e-05 -6.8229413342066886e-05 0.00018451697455439841 -1.4010164119397929e-05 3.4008401284779667e-06 -0.00044770107917820214 -0.00053562951796855881 -7.8663181101497055e-05 -0.00099890030048353394 1.2176480053618378e-05 -0.00019381268207219193 -0.00011982507546704825 -1.2367409148694719e-05 2.5759815744379467e-05
leaf_weight=32 114 110 155 48 106 34 102 102 27 26 40 301 122 127 180 121 46 25 113 51 25 25 43 34 26 30 90 41 603 49
leaf_count=32 114 110 155 48 106 34 102 102 27 26 40 301 122 127 180 121 46 25 113 51 25 25 43 34 26 30 90 41 603 49
internal_value=-0.000840963 -0.00278997 0.000258621 -0.00441247 -0.000300172 -0.000663943 0.00291971 -0.00093819 0.00086758 -0.00149104 -0.000769904 -0.000220884 -0.00077381 0.00145455 -0.00588652 -0.00417722 0.00155844 0.000972644 0.0018638 0.00342857 -0.00392157 -0.00123288 -0.00705357 -0.000947368 -0.00456274 -0.00405286 -0.00198347 -0.000486258 -0.00109924 -0.00274725
internal_weight=2948 627 221 406 2321 1947 136 1811 427 1384 1132 985 325 154 271 147 374 328 278 164 50 135 223 189 252 226 120 945 644 171
internal_count=2948 627 221 406 2321 1947 136 1811 427 1384 1132 985 325 154 271 147 374 328 278 164 50 135 223 189 252 226 120 945 644 171
cat_boundaries=0 29 31 32 58 59 61 63 65 67 69 70
cat_threshold=1342177280 0 0 134217728 1073741824 0 0 2147483648 1 0 0 33685504 2048 512 0 4096 0 0 0 2048 2147483904 0 4194304 8 0 1073741824 68 0 524288 16902144 2 40 0 1050632 0 0 2147483648 0 0 0 0 32768 0 4 8192 0 0 0 0 0 0 0 128 0 0 0 0 268484608 6 131360 32 16777472 34 256 16400 49218 2 57376 32 1248256
is_linear=0
shrinkage=0.04


Tree=497
num_leaves=31
num_cat=11
split_feature=8 7 12 9 7 12 2 2 2 2 7 2 2 8 1 2 2 1 12 2 17 2 2 0 5 18 2 2 5 2
split_gain=2.78951 2.06278 1.92267 1.83758 1.6199 1.39021 2.88909 1.62141 1.48978 1.36391 1.99876 1.66867 1.24509 1.18868 1.13308 1.01563 0.936951 0.907806 0.894084 1.48002 0.871129 1.34515 1.70993 0.872021 0.861464 0.847061 0.808528 1.32039 0.784353 0.768192
threshold=0 1 2 3 4 5 17.500000000000004 99.000000000000014 194.50000000000003 67.500000000000014 6 11.500000000000002 9.5000000000000018 7 5.5000000000000009 3.5000000000000004 23.500000000000004 1.0000000180025095e-35 8 100.50000000000001 9 5.5000000000000009 3.5000000000000004 36.400000000000006 2.5000000000000004 10 14.500000000000002 9.5000000000000018 1.5000000000000002 44.500000000000007
decision_type=9 9 9 9 9 9 10 10 10 8 9 10 8 9 8 10 10 10 9 8 9 10 8 10 8 9 10 10 8 8
left_child=18 2 25 20 16 7 12 13 -9 10 11 -4 -7 28 26 -15 -5 -14 19 -1 -3 22 -22 -23 -17 -2 27 -12 -6 -27
right_child=1 3 9 4 5 6 -8 8 -10 -11 14 -13 17 15 -16 24 -18 -19 -20 -21 21 23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-4.1960317653746417e-05 -0.00034703093279304654 5.263107293806968e-06 -0.0004818110412996646 0.00041637960309465427 -0.00023602833923007439 2.1049720018169183e-05 -5.9438330103489537e-06 0.0029855772554556737 6.6622406116323416e-07 -4.7019822444589468e-05 9.1339855886474203e-06 -1.0427126084451289e-05 2.4980702549726176e-06 -0.00018920427224848881 1.7774725268182581e-05 6.0534185572436175e-05 2.551964869468293e-06 7.6685250840675679e-05 -5.7582826464468441e-05 0.00036489329530951407 -1.8448924793332821e-05 -0.0007820414178587498 -0.00049405656762331769 -1.4590565981649207e-05 -2.9371091715546528e-05 -6.1716159203299988e-05 2.151025625298786e-05 -0.0001827124677426184 0.00035790221684251834 -1.1449672863967919e-05
leaf_weight=129 26 160 31 69 29 144 325 30 49 154 46 78 27 82 65 55 38 126 171 25 35 25 36 169 334 121 148 27 91 98
leaf_count=129 26 160 31 69 29 144 325 30 49 154 46 78 27 82 65 55 38 126 171 25 35 25 36 169 334 121 148 27 91 98
internal_value=-0.000794837 -0.000349943 -0.00203727 0.000392371 0.0010922 0.000675365 0.00202212 -0.000587372 0.00475 -0.000678571 0.000555556 -0.00383333 0.00489933 -0.00131757 0.00228956 -0.00219917 0.00559322 0.0074026 -0.00422619 -0.00169697 -0.00188073 -0.00326087 -0.00805556 -0.00164103 -0.00138462 -0.00492188 0.000990991 -0.00243243 0.0021374 -0.00427273
internal_weight=2943 2618 794 1824 1399 1292 622 670 79 549 395 109 297 591 286 471 107 153 325 154 425 265 71 194 389 245 221 73 120 219
internal_count=2943 2618 794 1824 1399 1292 622 670 79 549 395 109 297 591 286 471 107 153 325 154 425 265 71 194 389 245 221 73 120 219
cat_boundaries=0 30 47 49 51 68 70 84 105 106 107 108
cat_threshold=2415919120 4 4 0 0 1 524288 2147483648 0 0 0 33554688 0 0 0 0 0 0 4096 0 2147483648 0 4194304 0 0 0 0 0 0 4096 16384 1 67108864 524292 524290 0 0 805437440 33619968 16 8192 384 16 268435456 67108864 0 16 67251264 2 256 24736 268566528 0 1073741824 0 0 134217728 0 0 0 0 0 0 0 0 0 0 4096 1122370 2 0 1 0 524292 0 0 0 805306368 0 0 0 0 0 268435456 0 0 0 0 2147483648 0 262144 0 0 0 0 4 0 512 0 0 0 0 0 0 128 17875010 42 4
is_linear=0
shrinkage=0.04


Tree=498
num_leaves=31
num_cat=11
split_feature=7 8 9 0 5 12 0 7 12 5 4 0 4 3 1 7 18 9 6 12 4 0 3 1 4 3 3 3 0 3
split_gain=3.10351 2.68895 1.52317 1.22148 1.09527 0.929598 0.957181 1.01198 1.13432 0.914546 0.848808 0.848389 0.748781 0.718671 0.682493 0.669902 0.679727 0.781593 1.13549 1.04365 1.17126 0.992084 0.610562 0.598316 0.586423 0.811645 0.571814 0.571376 0.585003 1.14656
threshold=0 1 2 44.07500000000001 1.5000000000000002 3 52.740000000000002 4 5 1.5000000000000002 807475000.00000012 47.750000000000007 10438345000.000002 2002.5000000000002 3.5000000000000004 6 7 8 9 10 4850.0000000000009 39.07500000000001 2019.5000000000002 3.5000000000000004 1317685000.0000002 1995.5000000000002 2002.5000000000002 2002.5000000000002 39.07500000000001 2015.5000000000002
decision_type=9 9 9 10 10 9 10 9 9 10 8 10 8 10 10 9 9 9 9 9 8 8 8 10 10 10 10 8 8 8
left_child=4 2 11 9 10 14 7 8 13 -4 -1 12 -2 -7 -3 26 -17 -18 -19 27 -21 -22 -16 -10 25 -12 -9 -20 -29 -30
right_child=1 5 3 -5 -6 6 -8 15 23 -11 24 -13 -14 -15 22 16 17 18 19 20 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00073931487169701885 -6.1279158720495278e-05 -5.78619177856865e-05 0.00015326911977098234 0.00025588808350907044 1.9135873026954188e-05 -0.0001057484908400852 -0.00024402736817886962 2.017381359635806e-06 -1.4344424189474125e-05 -3.0622628316372414e-05 -4.7797581050730286e-05 3.0486225588859383e-05 5.5843821721879299e-06 3.2413595900138148e-06 -1.3723869766906205e-05 7.089228602598752e-05 1.4479688034896299e-05 -0.000284866632344567 4.7241152218688857e-05 7.4621804091421501e-05 -6.1766956993274398e-05 3.3311921915526457e-05 1.9163681669702726e-05 4.355127315847085e-07 -8.5900170651918013e-05 -0.00016579732089024192 0.0003536709265233995 -3.6171858858793373e-05 -0.00080412552384650842 -3.2093543237010635e-06
leaf_weight=35 38 62 83 38 25 174 28 123 43 38 216 31 185 40 43 92 141 120 41 26 146 159 236 233 42 50 36 117 40 262
leaf_count=35 38 62 83 38 25 174 28 123 43 38 216 31 185 40 43 92 141 120 41 26 146 159 236 233 42 50 36 117 40 262
internal_value=-0.000631793 -0.000131477 0.00278302 0.00576471 -0.00401055 -0.000699494 -0.00105895 -0.000947603 -0.00247505 0.00409836 -0.0047093 0.000754717 -8.92857e-05 -0.00462222 0.00119318 -0.000350076 -0.000692641 -0.000987654 -0.00140998 -0.000822943 0.000877193 0.000196078 0.00207143 -0.000696864 -0.00401294 -0.00329588 0.002 -0.00203822 -0.00252381 -0.00158416
internal_weight=2943 2575 413 159 368 2162 1821 1793 490 121 343 254 223 214 341 1303 1144 1052 911 791 331 305 279 276 308 266 159 460 419 302
internal_count=2943 2575 413 159 368 2162 1821 1793 490 121 343 254 223 214 341 1303 1144 1052 911 791 331 305 279 276 308 266 159 460 419 302
cat_boundaries=0 17 43 45 46 63 64 82 83 85 86 87
cat_threshold=16384 1 603979776 2097664 524290 64 0 805306368 0 134217728 32 128 128 0 67108864 32 1073741824 0 2056 0 134217728 2147549184 0 262144 0 0 0 0 0 0 1049088 0 0 0 0 0 10240 0 0 4194304 8 0 32768 0 26624 1073152 2 144 1073750016 4 0 0 0 131072 2048 8192 0 256 16 0 0 0 4112 134242 0 0 0 2048 0 134217728 0 0 65536 32 0 0 0 0 0 0 128 128 4 0 132 128 83984418
is_linear=0
shrinkage=0.04


Tree=499
num_leaves=31
num_cat=6
split_feature=7 4 7 11 2 15 3 9 3 2 2 0 0 4 9 2 2 3 0 2 2 0 3 4 1 2 2 2 2 2
split_gain=2.917 1.61306 1.40519 1.00417 1.01629 0.963975 1.24468 0.992495 1.31742 0.956074 1.21673 0.86257 1.16653 1.07123 0.850865 0.849083 0.847116 1.13276 0.789242 0.781927 0.77037 0.676974 1.02936 0.664277 0.600483 0.726426 0.583722 0.534 0.578919 0.496017
threshold=0 27072.500000000004 1 2 15.500000000000002 3 2008.5000000000002 4 1995.5000000000002 49.500000000000007 40.500000000000007 42.960000000000008 52.740000000000002 6186315000.000001 5 46.500000000000007 38.500000000000007 2008.5000000000002 35.600000000000009 23.500000000000004 12.500000000000002 42.710000000000008 2013.5000000000002 9330535000.0000019 1.5000000000000002 25.500000000000004 12.500000000000002 27.500000000000004 510.50000000000006 7.5000000000000009
decision_type=9 8 9 9 8 9 10 9 10 10 8 10 10 8 9 10 8 8 10 8 8 10 8 8 10 8 10 8 8 8
left_child=1 -1 16 4 -4 6 19 8 15 10 23 14 13 -13 24 18 21 -18 -7 -5 -15 22 -2 -3 25 -9 29 -6 -29 -20
right_child=2 9 3 5 27 7 -8 11 -10 -11 -12 12 -14 20 -16 -17 17 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00010903488010285401 -0.0010840721980917322 -7.9863782005134006e-05 -1.6549287880636142e-05 -4.5744371600804355e-05 0.00025030086761375971 3.0871489922681406e-05 0.0020675800384233156 7.6533772037628008e-05 -0.00053188659151668814 -5.5841946555581504e-05 0.0014550266971545512 -5.5354467245294363e-06 -2.3126426842594583e-05 0.00028955384961303564 6.0189245102719726e-05 8.7615222811123779e-05 9.6644386076860655e-06 -9.6461643948053677e-05 -0.00035644208505377864 9.4037647908606914e-06 5.3020048565031178e-05 -0.00016257837304330282 3.3121435804837066e-05 2.4193359447046702e-05 -1.1828250327070578e-05 -0.00086307098048234111 -1.5030982633845725e-05 6.4726090606370693e-07 0.00074758450989541813 -0.00063386438778220363
leaf_weight=34 25 29 83 107 45 36 38 28 68 74 46 26 27 26 147 33 25 126 32 133 64 30 98 164 1110 78 47 83 58 28
leaf_count=34 25 29 83 107 45 36 38 28 68 74 46 26 27 26 147 33 25 126 32 133 64 30 98 164 1110 78 47 83 58 28
internal_value=-0.000203459 0.00318436 -0.000666156 -0.000320624 0.00192857 -0.000627759 0.00152249 -0.000976718 -0.00329412 0.00235669 0.00358333 -0.000580092 0.00236111 0.00410256 -0.000894428 -0.00158192 -0.0031746 -0.00539474 -0.00291667 0.000497925 0.00615385 -0.00116883 0.00016129 0.00216495 -0.00123879 -0.00411215 -0.00462963 0.00363636 0.00239437 -0.00721311
internal_weight=2948 347 2601 2297 269 2028 278 1750 244 313 239 1506 143 116 1363 176 304 151 143 240 90 153 123 193 1216 106 107 186 141 60
internal_count=2948 347 2601 2297 269 2028 278 1750 244 313 239 1506 143 116 1363 176 304 151 143 240 90 153 123 193 1216 106 107 186 141 60
cat_boundaries=0 17 35 38 39 41 43
cat_threshold=268566530 16 1073750016 532480 32 134225920 33554432 268443648 0 134217776 32768 0 0 268435456 0 0 128 0 129 536870912 2048 2 64 0 0 0 0 32 192 128 0 67108864 0 1073741824 256 32768 1049600 524288 2148007936 257 36 0 22528
is_linear=0
shrinkage=0.04


Tree=500
num_leaves=31
num_cat=12
split_feature=7 8 12 8 0 11 2 7 2 0 11 12 2 2 0 2 12 2 2 0 2 2 2 2 2 12 12 0 16 0
split_gain=3.73175 2.30765 1.18323 1.01717 1.39734 0.980287 0.970899 1.14639 0.838086 0.604824 0.602988 0.923566 0.799994 0.791578 0.66565 0.593091 0.679879 0.850361 1.05793 0.585195 0.558279 0.684878 0.541466 0.528121 0.449588 1.14503 1.12123 0.934014 0.722685 1.23837
threshold=0 1 2 3 48.175000000000004 4 2.5000000000000004 5 39.500000000000007 42.710000000000008 6 7 60.500000000000007 16.500000000000004 37.250000000000007 99.000000000000014 8 37.500000000000007 5.5000000000000009 28.500000000000004 36.500000000000007 13.500000000000002 99.000000000000014 9.5000000000000018 58.500000000000007 9 10 10.500000000000002 11 16.750000000000004
decision_type=9 9 9 9 10 9 10 9 10 8 9 9 8 8 10 8 9 10 10 10 10 10 10 10 10 9 9 10 1 10
left_child=2 10 -1 15 5 8 -7 -8 -5 24 14 12 -12 -13 -2 16 20 18 -18 -4 21 -3 -21 -16 26 28 -9 -28 -26 -30
right_child=1 3 19 4 -6 6 7 9 -10 -11 11 13 -14 -15 23 -17 17 -19 -20 22 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=2.3582029651478822e-05 -8.433795919557952e-05 2.15165960455721e-05 -1.2226337374485753e-05 -4.3908473429929984e-05 -9.9407195237546377e-05 -6.3389870447423395e-05 4.5668175635391604e-05 1.36959762539135e-05 -2.1884620191769954e-06 4.8692072702642979e-05 -1.4381737736783862e-05 3.9630226550002592e-05 -0.00022885216826942667 -1.8211809238053435e-05 -0.00039675887968670053 -0.00017679620695844279 2.185187547851797e-05 -1.4923996899867121e-05 6.5509677536503829e-05 4.1301231047725653e-05 3.0667758254097067e-05 -0.00074786416343044951 0.00081172166736322995 -3.0834977133551437e-05 -0.00043919757345193492 1.6167705898340046e-06 -0.00023245451470327083 -1.0563109285577355e-05 -0.0001572846176163978 9.2925738409732626e-06
leaf_weight=110 25 66 31 70 45 201 128 375 50 90 43 58 60 186 27 27 39 34 84 102 25 34 27 99 55 215 30 534 32 30
leaf_count=110 25 66 31 70 45 201 128 375 50 90 43 58 60 186 27 27 39 34 84 102 25 34 27 99 55 215 30 534 32 30
internal_value=-0.00025912 -0.000718294 0.00412811 -0.000147126 -0.000503751 -0.000331309 -7.05467e-05 0.000281879 -0.00366412 -7.28863e-05 -0.00314342 -0.00206704 -0.00508772 -0.000627451 -0.00530864 0.0019375 0.00254417 0.00416667 0.00596774 0.00163743 0.000147059 -0.00118812 0.00292308 -0.00440945 -0.000298742 -0.00156156 0.000148936 -0.000973913 -0.00453125 -0.00190476
internal_weight=2932 2662 270 2164 1855 1810 1690 1489 120 1361 498 347 103 244 151 309 282 157 123 160 125 100 129 126 1271 332 939 564 117 62
internal_count=2932 2662 270 2164 1855 1810 1690 1489 120 1361 498 347 103 244 151 309 282 157 123 160 125 100 129 126 1271 332 939 564 117 62
cat_boundaries=0 17 44 45 74 76 85 87 89 91 93 95 96
cat_threshold=268435456 16 1073741824 4 0 134217728 0 268443648 0 16 32768 0 67108880 0 0 0 4096 268435456 2052 0 0 1073741824 1 0 2147483648 1 0 0 33554432 2048 512 0 4096 0 0 0 0 2147483904 0 4194304 0 0 0 64 237856 0 0 4 0 2147549184 0 262144 0 0 0 0 2052 0 0 268435456 0 0 0 0 2048 0 524288 0 0 0 0 0 0 524288 67141632 2148532736 131072 0 1048576 2099200 0 0 0 0 65536 4 1024 67840 32 2 32 1082400 32 1229856 32 2
is_linear=0
shrinkage=0.04


Tree=501
num_leaves=31
num_cat=6
split_feature=7 11 12 2 3 2 0 9 12 2 4 0 3 0 3 0 2 4 0 2 0 5 0 12 4 1 2 2 1 2
split_gain=2.88771 1.61219 1.52919 1.32594 1.53459 1.32128 1.28255 1.01308 1.29383 2.17965 1.69089 1.5726 0.934308 0.995797 0.916339 0.915738 0.908785 0.815491 0.865698 0.769993 0.753811 0.744407 0.714329 0.661803 0.815506 0.65698 0.615963 0.925829 0.591133 0.574908
threshold=0 1 2 34.500000000000007 2020.5000000000002 647.00000000000011 35.250000000000007 3 4 99.000000000000014 4.0000000000000009 35.250000000000007 2003.5000000000002 38.57500000000001 1995.5000000000002 36.400000000000006 9.5000000000000018 2350.0000000000005 39.07500000000001 144.50000000000003 24.500000000000004 2.5000000000000004 47.250000000000007 5 390.00000000000006 2.5000000000000004 19.500000000000004 11.500000000000002 3.5000000000000004 8.5000000000000018
decision_type=9 9 9 10 8 10 10 9 9 8 10 8 10 10 10 8 10 10 10 10 10 10 10 9 10 10 10 10 10 10
left_child=2 20 6 4 -4 7 -1 14 11 10 22 16 13 -13 -3 28 -9 18 -5 -20 -2 29 25 -6 -25 -10 27 -12 -11 -15
right_child=1 5 3 17 23 -7 -8 8 9 15 26 12 -14 21 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=3.7174744773125211e-05 -0.00013748464605008339 -5.7253582088563347e-05 -6.3653595102302067e-05 -5.2960955734668857e-05 9.3666078435461482e-06 0.00028978173497169025 -2.3962633573049177e-05 -0.00013922530517490372 -0.00013032014652367252 -0.0004387343701651503 2.0097226893653897e-05 0.00014140749570689336 -2.0873262695566551e-05 0.00017293206710824904 -0.00068954838999797381 -0.00015309578565833704 -1.1652033184610389e-05 -0.00024450675471975102 -2.0399975076514922e-05 0.0001316830203114705 -4.4364006448311954e-05 0.0013389619342758863 -2.4843516314660974e-05 -4.8805589458496003e-05 2.1364614145227279e-05 1.9739846129880335e-05 4.1498579223890885e-05 0.00018573842215815261 2.0611655735294222e-05 -8.9583360968603643e-06
leaf_weight=102 25 73 54 110 159 48 167 55 35 35 31 52 120 153 30 103 172 27 67 31 102 26 36 130 27 591 40 25 50 250
leaf_count=102 25 73 54 110 159 48 167 55 35 35 31 52 120 153 30 103 172 27 67 31 102 26 36 130 27 591 40 25 50 250
internal_value=-0.000259652 0.000562288 -0.00216949 -0.00327922 -0.00183288 0.000857438 0.000357143 0.000692226 0.000918768 0.00192268 0.00289855 -0.000238379 0.000830565 0.00161826 -0.00298246 -0.00190476 -0.00307018 -0.00567797 -0.00478469 -0.0020202 -0.00362319 0.000976744 0.00217195 -0.000757098 -0.0025 0.00248804 0.00783505 0.0105263 0.00116279 0.000544554
internal_weight=2926 2052 874 605 370 1925 269 1877 1774 946 758 828 601 481 103 188 227 235 208 98 127 429 662 316 157 626 96 56 85 403
internal_count=2926 2052 874 605 370 1925 269 1877 1774 946 758 828 601 481 103 188 227 235 208 98 127 429 662 316 157 626 96 56 85 403
cat_boundaries=0 18 20 22 24 26 28
cat_threshold=268566529 268435632 1108344832 2624000 524290 64 131072 536870912 33556480 0 8224 128 16 0 0 32 128 128 0 2148598784 84053024 2 256 32 68160834 2 8512 32
is_linear=0
shrinkage=0.04


Tree=502
num_leaves=31
num_cat=15
split_feature=7 8 14 8 13 0 4 11 4 13 7 5 9 7 8 0 9 6 11 0 4 0 4 0 0 5 4 6 1 1
split_gain=3.36455 2.28212 1.81315 1.22983 0.967626 1.24357 0.93503 0.869696 0.852995 0.715731 1.1967 0.689755 0.600989 0.600862 0.566739 0.515111 0.478133 0.47322 0.409653 0.585345 0.383239 0.361664 0.336315 0.320051 0.316483 0.296756 0.280318 0.395697 1.27041 0.806324
threshold=0 1 2 3 4 40.250000000000007 4850.0000000000009 5 775.00000000000011 6 7 1.5000000000000002 8 9 10 29.500000000000004 11 12 13 18.500000000000004 8747595000.0000019 42.710000000000008 141.00000000000003 26.500000000000004 38.57500000000001 1.5000000000000002 984745000.00000012 14 5.5000000000000009 5.5000000000000009
decision_type=9 9 9 9 9 10 8 9 10 9 9 8 9 9 9 10 9 9 9 10 8 10 10 10 10 10 10 9 10 8
left_child=2 20 -1 -4 5 11 8 -8 22 13 -11 -3 18 -5 15 -9 25 24 19 -13 -2 26 -6 -22 -12 -16 27 28 -18 -29
right_child=1 4 3 9 6 -7 7 14 -10 10 17 12 -14 -15 16 -17 21 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00019273337988124696 3.9179397851185626e-06 -0.00010613922750138727 5.3188526164404945e-06 -8.8881847722177562e-06 0.00040866783597955705 -5.7320258186379645e-05 -9.568093413058421e-05 -1.6547066824301738e-06 0.0012066048954407905 3.4538627056370783e-05 3.4135549110310137e-05 -9.2762730474049705e-06 0.00014120227638670713 -0.00015382028629133516 3.808865076898371e-05 -3.5960660064233707e-05 -4.3883322113273947e-05 -0.00013304614799579894 -2.3121840726716415e-05 2.7377393193219746e-05 5.2339579042666173e-05 6.364263337175657e-05 -6.8983019433233045e-06 3.5215064146285615e-05 -5.0110800380416267e-05 1.4230010707052543e-05 0.00030281504770492519 4.2650896720815014e-05 0.0013458987619461382 -0.00022643804865097651
leaf_weight=133 40 51 248 103 37 63 105 163 29 114 42 66 112 127 62 43 330 123 231 40 43 86 41 132 60 43 26 163 36 53
leaf_count=133 40 51 248 103 37 63 105 163 29 114 42 66 112 127 62 43 330 123 231 40 43 86 41 132 60 43 26 163 36 53
internal_value=-0.000386965 0.000548355 -0.00233091 -0.00157005 6.70017e-05 -0.0012892 0.000700326 0.000360036 0.00425926 -0.00258621 -0.00131429 -0.000638723 -0.000133333 -0.00431535 0.000728346 -0.00110599 0.00120988 -0.0029661 -0.000977011 0.00102564 0.00433628 0.000794326 0.00202532 0.00534091 -0.000707965 0.00362069 0.00045977 0.000274443 -0.000530504 0.0015859
internal_weight=2945 1995 950 817 1780 563 1217 1110 107 569 339 500 449 230 1005 206 799 225 337 106 215 694 78 175 102 105 608 582 366 216
internal_count=2945 1995 950 817 1780 563 1217 1110 107 569 339 500 449 230 1005 206 799 225 337 106 215 694 78 175 102 105 608 582 366 216
cat_boundaries=0 18 44 45 68 69 72 73 82 84 101 124 126 127 129 130
cat_threshold=16384 268435584 68157440 526336 34 64 131072 541065216 33619968 0 32 0 268435600 268435456 67108864 0 4240 128 16 12 0 0 2147483648 0 0 0 0 0 0 0 0 512 0 0 0 0 0 2048 256 0 4194304 0 0 16384 131089 0 4 0 0 0 0 0 0 0 0 0 131072 2048 0 0 0 0 0 0 0 0 0 16777216 4 16384 0 524288 10 0 128 1048576 2048 34 0 0 0 65536 0 2100 0 0 0 0 0 0 131072 0 33554432 0 0 0 0 0 0 0 128 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 16777216 1 4096 148 16416 1024 142
is_linear=0
shrinkage=0.04


Tree=503
num_leaves=31
num_cat=7
split_feature=7 7 8 4 7 11 2 3 2 3 9 4 0 4 3 2 4 2 2 0 1 2 4 2 11 0 0 3 4 2
split_gain=2.44542 1.44991 1.70485 1.16846 0.899267 1.47312 1.007 0.876615 0.982923 0.739758 0.666438 1.08643 0.889744 0.776278 0.651886 0.843685 0.603353 0.579634 0.591753 0.701861 0.639935 0.55125 0.505583 1.38879 0.494237 1.86934 1.10599 0.880767 0.848512 0.573399
threshold=0 1 2 5081865000.000001 3 4 37.500000000000007 2004.5000000000002 11.500000000000002 2015.5000000000002 5 199.50000000000003 40.675000000000004 4350.0000000000009 2019.5000000000002 14.500000000000002 345.00000000000006 37.500000000000007 23.500000000000004 40.250000000000007 5.5000000000000009 19.500000000000004 972430000.00000012 20.500000000000004 6 18.500000000000004 12.250000000000002 1996.5000000000002 5368.5000000000009 6.5000000000000009
decision_type=9 9 9 8 9 9 8 10 10 10 9 8 8 8 8 8 10 10 8 10 8 10 8 8 9 10 10 10 8 10
left_child=3 22 16 -1 5 6 7 8 -4 -7 11 -6 13 -12 -15 -16 -3 18 19 -5 -20 -10 -2 -24 26 -26 -13 -27 -28 -30
right_child=1 2 4 17 10 9 -8 -9 21 -11 12 24 -14 14 15 -17 -18 -19 20 -21 -22 -23 23 -25 25 27 28 -29 29 -31
leaf_value=2.6808993113505154e-05 -0.0002940608274919754 -3.6897482617170853e-05 -7.7994060924488909e-05 4.0944860852007991e-05 -0.00023077045799077211 3.5558966387938541e-06 -5.9960769303586406e-05 0.0010765119248175381 5.7196019539915712e-05 -0.00014924904722910526 0.0014721556026433547 -0.0001455511188277825 -0.00048818801463667682 0.00017280273744724184 1.4620882022811089e-05 -0.00023226588472013531 1.2264396419752188e-05 3.0383437550121074e-05 -0.0004770215584766646 -5.0364122832533554e-05 2.2109581689875312e-05 -0.00017262991775368163 2.1362415398371581e-05 -0.00010661894999547172 0.00051292407538994667 2.5318067068340611e-05 9.6412364981048881e-05 -5.0313328044211401e-05 7.6921215404794903e-05 -6.2561333580646305e-06
leaf_weight=25 38 286 68 61 30 522 115 29 49 29 26 38 35 64 55 57 33 62 27 29 27 39 88 90 33 393 46 51 144 377
leaf_count=25 38 286 68 61 30 522 115 29 49 29 26 38 35 64 55 57 33 62 27 29 27 39 88 90 33 393 46 51 144 377
internal_value=-0.000471857 -0.000808449 -0.000529644 0.00338843 -0.00012664 -0.00113689 -0.00334405 -0.0016129 -0.00280255 0.000106762 0.000514706 0.000926091 -0.00137097 -0.000394089 -0.00135593 -0.00318584 -0.00321212 0.00251208 0.00110345 0.00307692 -0.00218182 0 -0.00387665 -0.00312849 0.00114497 0.00209016 0.000357143 0.0014382 0.000809859 0.000344828
internal_weight=2966 2735 2519 231 2200 851 300 185 156 551 1349 1112 237 202 176 112 319 206 144 90 54 88 216 178 1082 477 605 444 567 521
internal_count=2966 2735 2519 231 2200 851 300 185 156 551 1349 1112 237 202 176 112 319 206 144 90 54 88 216 178 1082 477 605 444 567 521
cat_boundaries=0 17 34 61 74 77 79 81
cat_threshold=2 0 1073741824 8192 0 134217728 0 0 0 134217744 32768 0 0 268435456 0 32 1073745920 268435456 268435456 536870912 0 2 8256 33554432 268435456 0 8224 0 0 16 0 67108864 0 128 0 0 0 0 0 0 262144 0 1 0 0 2048 8192 0 268435456 0 0 0 33558528 0 256 0 0 0 0 16384 64 0 129 68157440 2048 65568 0 131072 541196288 2048 0 0 128 128 16388 512 524288 1 30724 36 2147483648
is_linear=0
shrinkage=0.04


Tree=504
num_leaves=31
num_cat=10
split_feature=7 8 12 12 3 0 3 9 15 15 0 2 12 2 2 0 2 2 0 0 4 3 3 0 4 8 3 12 4 2
split_gain=2.81319 1.82304 1.68769 1.00479 1.21039 1.22205 1.15179 1.07765 1.09817 1.00276 1.85428 1.38112 0.989646 1.20662 1.32416 0.990075 0.965967 0.927697 0.816568 1.30599 0.784939 0.782335 0.7801 0.85347 0.761562 1.15742 1.18391 0.757987 0.740008 0.65911
threshold=0 1 2 3 2014.5000000000002 38.57500000000001 1997.5000000000002 4 5 6 24.500000000000004 29.500000000000004 7 6.5000000000000009 17.500000000000004 38.57500000000001 11.500000000000002 74.500000000000014 35.250000000000007 18.500000000000004 481.00000000000006 2010.5000000000002 2020.5000000000002 40.250000000000007 2188290000.0000005 8 2005.5000000000002 9 16829230000.000002 1.5000000000000002
decision_type=9 9 9 9 10 10 8 9 9 9 10 10 9 8 10 10 10 10 10 10 10 10 8 10 10 9 8 9 8 10
left_child=20 2 -2 4 6 -6 -3 21 -9 12 11 -11 13 -8 -15 -16 -7 27 19 -19 22 -5 -1 -24 25 -4 -27 -10 -12 -28
right_child=1 3 24 7 5 16 9 8 17 10 28 -13 -14 14 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=4.8307704813979061e-05 1.6377103954496875e-05 -0.00016326610645322147 -2.2081844221588656e-06 -7.2343614980781016e-05 -0.00045763677390397105 0.00044127277384927056 -0.00022746057735616886 -5.6226161678090139e-05 2.2453037371903407e-05 -0.00017088156286138912 2.7454408715215096e-05 -4.3986250606060652e-05 -6.8978857671098129e-06 0.00044948784287150543 -1.3297565825141078e-05 0.00077336163478232585 -0.00035142314440740564 -1.1705878620347221e-05 -0.00014333428843237074 0.00020712661068060357 0.00022784468158768334 5.529941945912498e-05 1.8806654801011291e-05 -0.00023827597601908224 -5.1219212241093717e-05 9.2012984192990651e-06 -4.7028484135580586e-06 9.069970328781096e-06 -3.7176503599098964e-05 -9.5719130539748684e-05
leaf_weight=55 118 51 111 214 28 32 25 112 120 36 106 38 238 33 41 36 32 47 104 45 41 26 91 25 27 29 27 667 220 179
leaf_count=55 118 51 111 214 28 32 25 112 120 36 106 38 238 33 41 36 32 47 104 45 41 26 91 25 27 29 27 667 220 179
internal_value=-0.000379019 -0.00072648 -0.00290837 -0.000238727 -0.00125135 -0.0055914 -0.000775758 0.000460624 0.000994575 -0.000387597 -0.00175182 -0.00746667 0.00109375 0.00369863 0.00576577 0.00282051 -0.00246154 0.00142857 -0.00101523 0.00172043 0.00394619 -0.00191235 0.00290698 0.00102564 -0.00421875 -0.00380403 -0.00528455 0.00205584 -0.000489297 -0.00657005
internal_weight=2954 2742 491 2251 916 92 824 1335 1095 773 400 74 373 135 110 77 64 983 196 92 212 240 171 116 373 346 235 787 326 206
internal_count=2954 2742 491 2251 916 92 824 1335 1095 773 400 74 373 135 110 77 64 983 196 92 212 240 171 116 373 346 235 787 326 206
cat_boundaries=0 16 46 47 48 50 51 52 53 83 84
cat_threshold=268435458 0 536870912 8192 524288 134217728 0 8192 0 134217744 32800 320 0 0 0 32 0 2048 0 0 2147483648 1 0 2147483648 0 0 0 0 10304 1048576 0 4096 0 0 4096 8192 2147483904 0 0 8 0 16384 68 0 128 4096 84000 67119170 1073742080 4272 136314880 69206016 67110976 0 0 0 0 0 1 0 0 0 0 0 0 8192 0 0 4096 0 0 0 8192 0 0 0 0 0 0 0 0 0 4096 16909312
is_linear=0
shrinkage=0.04


Tree=505
num_leaves=31
num_cat=15
split_feature=8 7 7 5 7 11 12 0 13 3 13 0 4 4 0 8 7 0 0 3 11 12 0 1 6 11 3 3 0 12
split_gain=2.23586 1.9318 1.34788 1.0866 1.34233 1.16901 0.991839 1.19701 0.935978 0.770961 0.708915 1.41371 0.938446 0.92685 0.670245 0.646242 0.686296 1.01104 0.589482 0.612189 0.56616 0.638201 1.61775 2.07301 0.736245 0.699348 1.15258 0.564753 0.522682 0.502432
threshold=0 1 2 4.5000000000000009 3 4 5 45.425000000000004 6 1996.5000000000002 7 33.175000000000004 199.50000000000003 850.00000000000011 44.07500000000001 8 9 39.07500000000001 32.500000000000007 2016.5000000000002 10 11 10.500000000000002 4.5000000000000009 12 13 2022.5000000000002 1997.5000000000002 39.07500000000001 14
decision_type=9 9 9 10 9 9 9 8 9 8 9 10 10 10 10 9 9 10 10 8 9 9 8 10 9 9 8 10 10 9
left_child=1 -1 -2 4 5 14 7 8 27 -8 11 -3 -13 -12 -4 -11 17 29 -7 -20 28 22 -22 -24 -23 -26 -27 -6 -18 -17
right_child=2 10 3 -5 6 18 9 -9 -10 15 13 12 -14 -15 -16 16 20 -19 19 -21 21 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=3.7603160978747495e-05 2.702203779772816e-05 -5.3220307482320098e-05 -6.3338527976704033e-05 0.00047649731085130042 -0.00013025797147523833 0.0004598934039065483 -0.00021165015074902982 -0.00011712785780616741 1.5721633714740335e-05 -2.1827084579228996e-05 -6.1793677507466778e-05 -1.7994293492442637e-05 2.4687992828518192e-05 -9.9143899519127393e-05 1.0034782849501767e-05 8.17553173305896e-06 3.2129197840902179e-05 -0.00015283982887392966 -3.3433852777235983e-05 2.1324577725962967e-05 -0.00036346036725547036 5.909353986528032e-05 0.00064405611175629926 7.9508282717455355e-06 8.6526191646285611e-05 0.00016763784189372189 -0.00017509793860316593 8.7575377266091432e-06 6.890013101575221e-05 -8.8771147890298607e-06
leaf_weight=109 116 28 204 34 98 33 42 33 218 137 173 98 25 76 30 129 53 32 26 60 25 276 31 272 101 67 200 37 49 137
leaf_count=109 116 28 204 34 98 33 42 33 218 137 173 98 25 76 30 129 53 32 26 60 25 276 31 272 101 67 200 37 49 137
internal_value=-0.000427119 -0.00280769 8.15993e-05 -0.000137045 -0.000244435 -0.00247253 0.000174538 -0.00161209 -0.000960452 0.000627401 -0.00408759 -0.00160494 0.00016129 -0.00546154 -0.00408163 0.000781457 0.00104121 -0.000647249 0.000769231 -0.00091954 0.00151152 0.00118006 0.00259587 0.00348684 0.000427481 -0.000738786 -0.00179856 -0.00342466 0.00424779 0.000149813
internal_weight=2949 509 2440 2324 2290 353 1937 386 353 1551 400 151 123 249 234 1509 1372 298 119 86 1074 972 328 303 644 368 267 135 102 266
internal_count=2949 509 2440 2324 2290 353 1937 386 353 1551 400 151 123 249 234 1509 1372 298 119 86 1074 972 328 303 644 368 267 135 102 266
cat_boundaries=0 30 47 65 82 84 85 86 87 108 118 120 121 122 124 126
cat_threshold=268435456 0 0 0 0 1 0 2147483648 1 0 0 0 2112 512 0 4096 0 0 4096 2048 2147483648 0 4194304 0 0 1073741824 68 0 0 4096 0 0 0 4 32 0 131072 0 0 0 0 128 0 0 0 0 4096 131072 0 0 0 0 0 0 8192 0 0 32768 0 0 0 0 32 4096 256 268435459 1 1056768 524292 0 134217728 33554432 536870912 33556480 0 0 0 0 0 0 0 128 16420 512 67141696 12 4 0 2052 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 0 0 0 0 0 0 131072 65536 32 49152 2147484160 213280 464 32 1024 212994 32
is_linear=0
shrinkage=0.04


Tree=506
num_leaves=31
num_cat=12
split_feature=7 7 12 2 2 2 2 6 12 0 0 9 0 2 7 11 0 0 12 2 8 2 2 9 2 5 9 2 0 2
split_gain=2.04856 1.50521 1.45532 1.28814 1.20555 1.09058 1.08092 1.06004 1.00195 0.874345 0.78789 0.773034 0.886943 1.12956 0.801508 0.863441 1.84516 0.744089 0.711479 1.05839 1.01426 0.890218 0.758812 0.68436 1.00023 0.865417 0.578559 0.658063 0.561068 0.555624
threshold=0 1 2 13.500000000000002 54.500000000000007 10.500000000000002 30.500000000000004 3 4 44.07500000000001 23.500000000000004 5 12.250000000000002 1.0000000180025095e-35 6 7 22.750000000000004 42.250000000000007 8 90.500000000000014 9 43.500000000000007 22.500000000000004 10 129.50000000000003 5.5000000000000009 11 11.500000000000002 37.750000000000007 131.00000000000003
decision_type=9 9 9 10 10 8 10 9 9 10 10 9 8 10 9 9 8 10 9 8 9 10 10 9 10 8 9 8 10 10
left_child=4 3 9 17 6 8 26 18 -4 11 -5 -3 -13 -14 -15 -16 -17 28 19 21 22 -7 -20 24 -9 -25 27 -1 -2 -12
right_child=1 2 5 10 -6 7 -8 23 -10 -11 29 12 13 14 15 16 -18 -19 20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012022576088188686 5.9552960134112711e-06 -0.00015680010486430974 5.0554195899010776e-06 0.00025792480367762492 -0.00031202688240497881 1.3267271881431953e-05 0.0026548652162816213 9.5088123178257438e-05 -4.0934506225056568e-05 3.566479786634602e-05 -2.2923492108866129e-05 -0.00019155970235750885 -0.00039105187518792664 1.230716318158187e-05 1.0275206389493973e-05 -7.442720699998517e-05 -3.1399042888295978e-05 6.4667861322469385e-05 -2.0625939128144923e-05 0.00090716075897908862 -6.7469551087491193e-05 -0.00022025161060046372 5.7853288666365188e-06 6.3372333703100027e-05 -2.2295540885508557e-06 -3.1257738439975924e-05 -4.0604299546771474e-05 -6.5760102140686175e-05 0.00056036657010416491 3.3937846475069479e-05
leaf_weight=38 35 134 130 27 55 64 27 179 178 106 122 51 37 156 128 36 492 46 38 27 124 30 133 55 48 106 127 89 67 53
leaf_count=38 35 134 130 27 55 64 27 179 178 106 122 51 37 156 128 36 492 46 38 27 124 30 133 55 48 106 127 89 67 53
internal_value=-0.000571623 -0.000183697 -0.000565621 0.00221607 -0.00345821 0.000463045 -0.00248227 0.00124224 -0.0015534 -0.00156386 0.000197044 -0.00193237 -0.00144896 -0.00115294 -0.000836408 -0.00143928 -0.00215213 0.00510067 -0.000187354 0.00227273 -0.00124183 0.000421053 0.000769231 0.00270677 0.00411765 0.000581395 -0.00329412 -0.00507246 0.00699029 -0.000795455
internal_weight=2938 2602 2252 350 336 1112 281 804 308 1140 202 1034 900 849 812 656 528 148 416 121 295 94 171 388 227 161 254 127 102 175
internal_count=2938 2602 2252 350 336 1112 281 804 308 1140 202 1034 900 849 812 656 528 148 416 121 295 94 171 388 227 161 254 127 102 175
cat_boundaries=0 18 35 37 38 40 42 59 60 61 84 86 88
cat_threshold=1 0 34603008 2048 34 64 0 809500672 0 268443664 0 128 144 0 67108864 0 0 128 268566530 128 1073741824 2105472 0 8192 33554432 8192 0 134217728 32768 256 0 268435456 0 0 4096 67184642 32 136 16924736 2 1 132 0 0 0 4 0 0 131072 0 33554432 0 0 0 0 0 0 0 1073741824 32 1082368 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 16777216 0 18432 131072 18432
is_linear=0
shrinkage=0.04


Tree=507
num_leaves=31
num_cat=10
split_feature=7 12 1 12 2 2 13 1 2 3 0 4 4 0 7 1 11 1 0 12 0 2 0 18 2 0 0 6 0 7
split_gain=2.31854 1.61033 1.80279 1.40652 1.3814 1.08698 1.28006 1.38338 1.24767 1.00333 0.975718 1.00454 0.891815 0.913556 0.865539 1.04465 0.808265 0.747854 0.716578 0.714049 1.13713 0.741482 0.879075 0.878318 0.800675 0.703774 2.01466 0.757455 1.58504 1.48846
threshold=0 1 5.5000000000000009 2 321.00000000000006 1.5000000000000002 3 5.5000000000000009 108.50000000000001 1997.5000000000002 9.5000000000000018 6373145000.000001 86.000000000000014 40.675000000000004 4 5.5000000000000009 5 1.5000000000000002 36.400000000000006 6 33.175000000000004 38.500000000000007 35.600000000000009 7 108.50000000000001 43.675000000000004 40.675000000000004 8 25.500000000000004 9
decision_type=9 9 8 9 8 8 9 8 8 10 10 8 10 8 9 10 9 10 10 9 10 8 10 9 10 8 10 9 10 9
left_child=1 2 -1 5 25 -2 9 10 -9 14 -8 -12 13 17 15 -7 -16 -6 -11 20 -3 -21 -23 -24 -25 26 27 29 -29 -5
right_child=3 19 -4 4 12 6 7 8 -10 18 11 -13 -14 -15 16 -17 -18 -19 -20 21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-1.3618214954647102e-06 0.00015333047740128335 -1.4818134297556185e-06 0.00086451097832846108 1.0763903209465297e-06 0.00049877446608366678 -6.3538860985445916e-05 -1.9325525186673076e-05 5.7170841729003999e-06 -0.00049462933787829404 0.00035489626198174305 -1.9500939513115156e-05 8.7839783096121948e-05 0.0006514268855289274 -0.00017990148914446281 -6.2862839663431201e-05 4.8483294129297857e-06 8.1495170559264806e-06 -1.8046105896729614e-05 1.9784726764804363e-05 -1.2224059859136104e-05 -0.00083205689788307786 -0.00017348324854538077 -0.00064601526061647263 -5.278944996767621e-05 0.00062599709812332098 2.450846243277738e-05 -0.0022036088923771758 -0.00013099563783438127 1.8996657055225796e-05 -3.8829421181922899e-05
leaf_weight=83 47 42 34 263 36 73 56 75 65 26 32 314 40 38 162 34 151 48 50 165 74 31 48 49 29 144 33 26 288 414
leaf_count=83 47 42 34 263 36 73 56 75 65 26 32 314 40 38 162 34 151 48 50 165 74 31 48 49 29 144 33 26 288 414
internal_value=-0.000417368 -0.00272085 0.00140625 0.00012366 -0.000745712 0.00118613 0.000923965 0.00224231 -0.00113475 -0.000552268 0.00347395 0.00426513 0.00269939 0.00097561 -0.00133017 -0.00423729 -0.000185185 0.00329412 0.00363636 -0.00383073 -0.00661417 -0.00264264 -0.00468354 -0.00314961 -0.000506329 -0.00123182 -0.0016 -0.00127016 0.000369231 -0.00200581
internal_weight=2970 555 117 2415 1330 1085 1038 542 140 496 402 346 162 122 420 107 313 84 76 438 116 322 157 126 78 1168 1024 991 314 677
internal_count=2970 555 117 2415 1330 1085 1038 542 140 496 402 346 162 122 420 107 313 84 76 438 116 322 157 126 78 1168 1024 991 314 677
cat_boundaries=0 18 19 21 22 31 32 34 35 36 46
cat_threshold=147457 268435473 1107296256 2624000 524290 64 0 268435456 2048 134217760 0 192 0 268435456 0 0 144 128 16943136 1138976 32 2 0 0 0 0 0 0 0 131072 65536 16388 67110144 32 4 142 0 0 1048576 0 0 0 131072 537001984 0 8192
is_linear=0
shrinkage=0.04


Tree=508
num_leaves=31
num_cat=8
split_feature=8 11 12 4 3 2 8 0 0 15 6 2 3 12 3 1 2 2 2 2 1 4 2 2 2 0 0 6 3 3
split_gain=2.15581 1.95505 1.60196 1.79671 1.8594 1.35027 1.18952 0.937511 0.898967 1.08659 0.951651 1.30551 0.945305 0.840417 1.17982 0.9716 0.943672 0.809124 0.936233 0.765337 0.949138 0.641898 0.59556 1.85798 1.29706 0.835139 0.859615 0.809618 0.710455 1.26783
threshold=0 1 2 9300.0000000000018 2015.5000000000002 2.5000000000000004 3 24.500000000000004 47.750000000000007 4 5 2.5000000000000004 1989.5000000000002 6 2006.5000000000002 5.5000000000000009 75.500000000000014 15.500000000000002 39.500000000000007 10.500000000000002 1.5000000000000002 355.00000000000006 131.00000000000003 262.50000000000006 79.500000000000014 32.500000000000007 38.20000000000001 7 2002.5000000000002 2007.5000000000002
decision_type=9 9 9 10 10 10 9 8 8 9 9 10 10 9 8 8 10 8 10 8 10 8 8 8 10 8 10 9 10 10
left_child=13 5 6 4 8 -2 -3 -8 9 10 12 -12 -4 14 -1 17 -16 -15 -19 -11 -21 -9 24 -24 25 -23 -27 -28 -29 -30
right_child=1 2 3 -5 -6 -7 7 21 -10 19 11 -13 -14 15 16 -17 -18 18 -20 20 -22 22 23 -25 -26 26 27 28 29 -31
leaf_value=-0.00022330690968271229 -9.4526058054960059e-05 8.237370489183604e-07 -9.7366260082765169e-06 0.00019788171005750144 8.4087629952449562e-05 -0.00014821375311537821 -0.00037449971665338923 -0.0002323366563740592 -0.00028035289814674512 -2.7741832181646941e-05 -0.00063415156265463676 6.1005513323308945e-05 -0.00011774956720731921 0.0001934414299740439 2.6509611678164903e-05 -2.2991722775032032e-05 -0.00044643361395202419 -9.5340483471773042e-06 0.00040036385447592696 -0.0001566615331315191 3.2850031438194095e-05 0.00072745290611678118 0.00071143307797971289 -2.3334768016525231e-05 -0.00015920296150071067 -0.0002458884368380154 2.3222627117007733e-05 -9.9700789413716969e-05 0.00039669081350197645 -0.0001124985472493023
leaf_weight=32 64 483 348 43 67 98 57 40 33 89 25 169 40 30 237 38 27 27 31 52 182 27 28 128 41 37 112 231 33 79
leaf_count=32 64 483 348 43 67 98 57 40 33 89 25 169 40 30 237 38 27 27 31 52 182 27 28 128 41 37 112 231 33 79
internal_value=-0.000300444 -0.000746921 -0.000441614 0.000717658 0.000377734 -0.00485549 -0.0013772 -0.00230583 -8.5197e-05 0.000154525 -0.000876897 0.00136585 -0.00200501 0.00230947 0.00104235 0.0049635 0.00196226 0.00764045 0.00474576 0.00197605 0.00323404 -0.00195509 -0.00167364 0.000509554 -0.00228164 -0.00173077 -0.00210953 -0.00162281 -0.00254237 0
internal_weight=2928 2506 2344 1048 1005 162 1296 813 938 905 582 194 388 422 296 126 264 88 58 323 234 756 716 156 560 519 492 455 343 112
internal_count=2928 2506 2344 1048 1005 162 1296 813 938 905 582 194 388 422 296 126 264 88 58 323 234 756 716 156 560 519 492 455 343 112
cat_boundaries=0 26 29 31 60 61 62 63 64
cat_threshold=16 1048576 0 134217728 65536 1 0 0 1 32768 0 4 0 1049088 0 0 0 0 4096 2048 0 0 0 8 0 49152 0 1048608 530432 141634 34 0 8 0 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 0 0 384 0 16777216 0 0 0 0 0 524288 209715200 266 229378 88
is_linear=0
shrinkage=0.04


Tree=509
num_leaves=31
num_cat=11
split_feature=7 12 8 2 8 2 4 2 2 12 2 3 7 2 2 12 16 1 2 2 1 16 3 2 13 2 2 12 1 1
split_gain=1.5283 1.37021 1.22385 0.991726 0.916784 0.839282 1.72925 0.839161 0.838394 0.676787 0.836437 0.660575 0.621474 2.32852 0.866087 0.836712 2.35706 1.25649 1.06914 0.858164 0.829181 0.656876 0.646357 0.727351 0.655477 0.624832 0.576033 0.543513 0.652674 0.601412
threshold=0 1 2 14.500000000000002 3 8.5000000000000018 215.00000000000003 9.5000000000000018 49.500000000000007 4 108.50000000000001 1995.5000000000002 5 13.500000000000002 41.500000000000007 6 7 5.5000000000000009 8.5000000000000018 277.00000000000006 5.5000000000000009 8 2013.5000000000002 100.50000000000001 9 34.500000000000007 88.500000000000014 10 5.5000000000000009 4.5000000000000009
decision_type=9 9 9 8 9 10 10 10 10 9 10 8 9 8 10 9 1 8 8 8 8 1 10 10 9 10 10 9 10 8
left_child=3 2 5 -1 7 -2 27 -3 -5 10 -4 -11 13 -6 -15 21 17 -17 -19 -20 25 22 23 24 -14 -18 -10 -7 29 -29
right_child=1 4 9 8 12 6 -8 -9 26 11 -12 -13 15 14 -16 16 20 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.3861432736159715e-06 -3.2193664664212918e-05 0.00047551224528376681 1.8716779520602244e-05 0.00045170770156886418 4.2114896660550019e-05 0.00019633180318535893 0.00021007519376674112 -5.7210523799255949e-07 -0.00019403394226763737 0.00048567980471503347 -0.0002539754240684289 -2.2762452723945616e-05 -0.00031863355748420477 -0.0002244835768315312 -4.5723131103017069e-05 -9.2783058799383876e-06 -5.876999209228018e-05 0.0014062025580204463 -2.657208090834473e-05 0.00013218995002638677 -0.00029816282355596971 -1.8288487686533018e-05 -0.00060524611106309583 -0.00014946308064807569 -4.6848240252472807e-07 1.5542718936956134e-06 3.9051757734185343e-05 4.44016108047407e-05 1.970091466414914e-05 -9.9680462442108821e-06
leaf_weight=97 50 32 171 76 67 103 25 110 26 29 31 590 136 93 88 392 45 28 46 51 29 177 33 35 137 35 25 37 36 97
leaf_count=97 50 32 171 76 67 103 25 110 26 29 31 590 136 93 88 392 45 28 46 51 29 177 33 35 137 35 25 37 36 97
internal_value=-0.000375683 -0.00064112 0.000389831 0.0027234 -0.00142395 0.00233983 0.0032107 0.00156863 0.00515625 -0.000456731 0.00150235 -0.00111111 -0.00173913 -0.00355212 -0.00604396 -0.00131602 -0.000313972 0.000810811 0.00428571 0.0022449 -0.00563636 -0.00249527 -0.00356725 -0.00297735 -0.00226277 -0.00345679 0.00115385 0.00226277 0.000662983 -0.000592593
internal_weight=2927 2703 1169 224 1534 348 298 142 127 821 202 619 1392 248 181 1144 626 517 125 97 109 518 341 308 273 80 51 273 170 134
internal_count=2927 2703 1169 224 1534 348 298 142 127 821 202 619 1392 248 181 1144 626 517 125 97 109 518 341 308 273 80 51 273 170 134
cat_boundaries=0 17 19 42 68 70 80 82 83 84 85 86
cat_threshold=268435456 16 0 8192 2 134217728 0 536879104 33554432 0 0 64 0 268435456 0 0 1073741824 1165600 2 0 0 0 0 0 0 0 0 0 0 0 2048 0 512 0 0 0 0 4096 0 256 0 20971520 16 12 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 0 8 0 32768 16640 2 1 0 67108864 2097152 32 0 131072 0 2048 32 139328 32 2 2 10 34848
is_linear=0
shrinkage=0.04


Tree=510
num_leaves=31
num_cat=13
split_feature=7 12 9 8 0 7 8 0 12 7 0 13 4 3 4 5 4 4 0 6 0 0 9 0 3 5 4 9 6 1
split_gain=2.39774 1.09082 1.12558 1.07637 1.60102 1.23635 0.98292 0.833289 0.820778 0.914533 1.17193 1.16387 2.13853 0.828487 0.757703 0.986739 0.698024 0.649324 0.589289 0.520608 1.40439 1.21647 0.695536 0.767377 0.734132 0.510578 0.757386 0.653993 0.487769 0.784306
threshold=0 1 2 3 24.500000000000004 4 5 40.675000000000004 6 7 14.500000000000002 8 6373145000.000001 1958.5000000000002 20782.500000000004 1.0000000180025095e-35 313.50000000000006 9300.0000000000018 15.500000000000002 9 44.07500000000001 40.250000000000007 10 37.250000000000007 1962.0000000000002 1.5000000000000002 2188290000.0000005 11 12 4.5000000000000009
decision_type=9 9 9 9 10 9 9 8 9 9 10 9 10 10 8 10 10 10 10 9 10 10 9 10 10 8 8 9 9 10
left_child=1 2 18 4 -2 -5 -6 -3 9 13 -11 14 16 -7 -12 -16 19 -18 -1 20 -13 22 23 -21 -24 -10 -27 -28 -20 -30
right_child=3 7 -4 5 6 8 -8 -9 25 10 11 12 -14 -15 15 -17 17 -19 28 21 -22 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=0.00010551729437231927 -3.6829603671613141e-05 -9.9536124115076063e-05 -8.251116015394189e-05 -4.6560919572726791e-05 7.2082860472875155e-05 3.7293632995982761e-06 2.5035701540048194e-05 8.0410270378692415e-05 -0.00027283723071761304 -0.000244124770580072 -0.0012209908276647142 -1.1444822784660857e-05 -0.00012592740024999216 0.0019939517088246816 -0.00017852236490412566 0.00010567781962389944 0.0013974686321425978 1.4057872929029714e-06 6.1448003334874101e-06 6.515034512766249e-06 -0.00011650421868743877 9.4709813727931192e-05 6.2007492597615511e-06 -0.00034527725002362784 0.00095830355573880868 4.318328975148944e-05 4.0097938914129827e-07 5.382422603453563e-05 -0.00071554650205314381 -1.3622286122583206e-06
leaf_weight=33 102 246 156 112 100 130 193 34 39 30 28 126 30 40 173 26 34 48 127 84 26 53 75 68 27 70 523 141 25 82
leaf_count=33 102 246 156 112 100 130 193 34 39 30 28 126 30 40 173 26 34 48 127 84 26 53 75 68 27 70 523 141 25 82
internal_value=-0.000583501 -0.00260504 -0.00124424 5.24246e-05 0.00192118 -0.000348469 0.00346939 -0.00453608 -7.85634e-05 -0.000832507 -0.0013826 -0.00110138 -0.000103093 0.00176796 -0.00344538 -0.0027 0.000479705 0.00385542 0.000359712 -0.000130435 -0.00196319 0.00081761 -0.000313725 -0.00196319 0.00212389 0.000892857 0.00114286 0.000721805 -0.000340426 -0.00220339
internal_weight=2981 703 423 2278 395 1883 293 280 1771 998 828 798 571 170 227 199 541 82 267 459 152 307 254 152 102 773 734 664 234 107
internal_count=2981 703 423 2278 395 1883 293 280 1771 998 828 798 571 170 227 199 541 82 267 459 152 307 254 152 102 773 734 664 234 107
cat_boundaries=0 18 20 22 49 66 93 95 105 106 107 109 111 112
cat_threshold=1 268435584 1611661312 0 524322 8258 0 268435456 33622016 8192 0 0 128 0 0 32 4240 256 83992642 2 256 18448 268435472 12 0 0 0 1 0 0 0 0 0 131076 10240 0 0 0 0 0 0 2048 128 0 4194304 0 0 16384 4 0 16 0 2621444 0 134217728 0 0 0 0 0 0 0 0 0 0 1073741824 16 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2048 128 0 4194304 0 0 16384 4 67274818 32 0 1 0 2048 0 0 33554432 131072 0 48 4 322 0 2176 0 2228 400
is_linear=0
shrinkage=0.04


Tree=511
num_leaves=31
num_cat=6
split_feature=9 2 8 12 3 12 4 0 2 0 2 2 2 3 2 2 2 4 3 2 6 0 4 3 4 2 0 1 13 2
split_gain=1.29522 2.07882 1.73107 1.49978 1.37365 1.11107 1.12171 1.02024 0.937604 0.902002 0.899261 0.860925 0.810279 0.883018 0.79545 0.792399 0.783954 0.726442 0.74536 2.79679 0.846671 0.719794 0.705616 0.853304 0.700341 0.721332 0.638031 0.630482 0.570022 0.787379
threshold=0 46.500000000000007 1 2 2004.5000000000002 3 12415638000.000002 35.850000000000009 155.00000000000003 12.250000000000002 69.500000000000014 6.5000000000000009 136.50000000000003 1999.5000000000002 478.50000000000006 6.5000000000000009 111.00000000000001 6050.0000000000009 2010.5000000000002 69.500000000000014 4 35.250000000000007 101.00000000000001 2018.5000000000002 5157000000.000001 6.5000000000000009 43.175000000000004 1.5000000000000002 5 108.50000000000001
decision_type=9 10 9 9 8 9 8 10 10 10 10 8 8 8 10 10 10 10 8 10 9 10 10 8 8 10 10 10 9 10
left_child=2 3 22 21 -3 6 11 -5 9 -8 -6 -4 13 -11 -10 -9 -12 18 19 -7 -20 -2 23 -1 25 -23 -26 -15 -22 -30
right_child=1 4 5 7 10 17 8 15 14 12 16 -13 -14 27 -16 -17 -18 -19 20 -21 28 24 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-8.5648816755039554e-05 -6.8052188416274368e-05 0.00091997141350923077 2.7263016754019988e-05 2.6166007629697675e-05 0.00084427663156503739 0.0003339072142111732 -0.00011556886670859967 -0.0010523621409089046 -0.00021137300478144995 -0.00044475149376140168 -4.8464908223451174e-05 -0.00017170480884921347 8.7513465808584102e-05 -0.00046521770347979441 -1.4099270016885157e-05 -7.3680535243347839e-05 1.6370052899858933e-05 4.0271686583501778e-05 -0.00012366422975780724 -3.8370564651799554e-05 -1.432365136178504e-05 0.00016121705746314775 7.3126829588048285e-05 4.2535107300949449e-05 0.00012596237321123028 0.001330921239256604 -5.5714007697318378e-05 -5.4419924573778648e-07 3.5521617787992456e-06 0.0007138026922064711
leaf_weight=28 25 25 25 47 29 74 74 50 38 34 27 148 87 29 31 96 43 80 146 35 190 25 35 147 168 26 33 626 438 41
leaf_count=28 25 25 25 47 29 74 74 50 38 34 27 148 87 29 31 96 43 80 146 35 190 25 35 147 168 26 33 626 438 41
internal_value=0.000137883 0.00178512 -0.000293483 0.00059448 0.0064 -0.000645467 -0.00152312 -0.00205882 -0.000978261 -0.000611046 0.0042 -0.00448276 -0.00020592 -0.000666667 -0.00542857 -0.00380952 0.00169014 0.000315271 0 0.00309091 -0.000416667 0.00243056 0.00307692 0.00215909 0.00316206 0.00730769 0.00207921 -0.000335366 0.000205882 0.000938776
internal_weight=2900 594 2306 470 124 2096 1092 193 919 850 99 173 776 689 69 146 70 1004 924 109 815 277 210 175 252 51 201 655 669 479
internal_count=2900 594 2306 470 124 2096 1092 193 919 850 99 173 776 689 69 146 70 1004 924 109 815 277 210 175 252 51 201 655 669 479
cat_boundaries=0 2 28 30 32 33 34
cat_threshold=131712 30848 0 4 0 134217728 2147549184 0 0 0 0 0 0 131076 8192 1048576 0 0 0 0 0 0 0 0 0 0 0 16384 83951906 34 67258658 32 82 4
is_linear=0
shrinkage=0.04


Tree=512
num_leaves=31
num_cat=16
split_feature=7 8 12 3 13 12 12 7 0 1 6 1 17 0 3 12 1 15 9 0 6 12 3 0 15 0 3 0 0 9
split_gain=1.65834 1.50376 1.83318 1.13307 1.1313 1.42038 0.969897 1.30469 1.42818 1.12948 0.959271 0.940882 0.915826 0.879812 0.850057 0.800022 1.166 0.737321 0.689352 0.665268 0.612789 1.2864 0.846 0.59597 0.560641 1.2496 0.551367 0.488186 1.21901 0.604096
threshold=0 1 2 2010.5000000000002 3 4 5 6 38.57500000000001 4.5000000000000009 7 3.5000000000000004 8 23.500000000000004 2021.5000000000002 9 5.5000000000000009 10 11 40.250000000000007 12 13 2005.5000000000002 35.250000000000007 14 24.500000000000004 2018.5000000000002 21.500000000000004 32.500000000000007 15
decision_type=9 9 9 10 9 9 9 9 10 8 9 8 9 10 8 9 8 9 9 8 9 9 10 10 9 10 8 10 10 9
left_child=15 2 23 -4 5 11 7 8 13 -8 24 -3 -11 -6 -12 16 -1 -16 -17 -19 27 22 -22 -2 -9 -26 -23 -14 -29 -30
right_child=1 4 3 -5 6 -7 9 10 -10 12 14 -13 20 -15 17 18 -18 19 -20 -21 21 26 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.000216994541487594 -1.9408034673382703e-05 -1.3774065810849834e-05 -7.1807761626416772e-05 -0.00065787235988267411 -3.1444264158437819e-05 -0.0001184228117691788 0.00064902070411335447 4.3004904309285051e-05 8.4555855320189731e-06 6.8985522621289877e-05 -5.2794614531670447e-05 8.4223584427718374e-05 4.3428894610286765e-07 -0.00014598233703942755 0.00010016038381429837 4.0562597358686505e-05 1.2418809643932606e-06 -0.00024868690810084362 -0.00020650576664230869 1.6592610353960423e-05 3.291460719410111e-06 4.1784142247749399e-05 0.00047733614177904117 3.8184060484667268e-05 -5.7460452693973706e-05 1.5071162474704636e-05 -0.00057911217598245908 2.5119367324535346e-05 -6.6027739473639711e-06 3.6962676154921329e-05
leaf_weight=91 32 37 189 27 87 151 39 261 149 123 112 80 180 71 114 101 42 92 100 66 77 29 28 73 76 178 79 33 125 100
leaf_count=91 32 37 189 27 87 151 39 261 149 123 112 80 180 71 114 101 42 92 100 66 77 29 28 73 76 178 79 33 125 100
internal_value=-0.00017669 0.000168003 -0.0023494 -0.00440529 0.000530896 -0.0018638 0.000857143 0.000131471 -0.00207547 0.00191748 0.000901099 0.00140625 0.0016 -0.00477987 -0.000607595 -0.00278261 -0.00513889 0.000586081 -0.00103774 -0.00118343 0.000936556 -0.000803571 0.00224138 0.00189655 0.00201521 0.000603774 -0.00369748 0.00178174 0.00293436 0.00185841
internal_weight=2942 2608 321 216 2287 268 2019 1206 307 813 899 117 774 158 384 334 133 272 201 158 651 213 105 105 515 254 108 438 258 225
internal_count=2942 2608 321 216 2287 268 2019 1206 307 813 899 117 774 158 384 334 133 272 201 158 651 213 105 105 515 254 108 438 258 225
cat_boundaries=0 17 47 48 49 51 53 70 71 72 74 75 77 78 80 81 83
cat_threshold=1 268435489 1107296256 2048 524320 64 0 536870912 0 536870912 32 0 0 268435456 67108864 0 4224 0 0 0 0 0 0 262144 0 0 0 0 2048 64 0 0 0 0 0 33554432 2048 2147483776 0 0 8 0 0 64 0 0 4096 17858880 8 19744 32 1058146 32 2 128 0 0 0 0 131072 268435456 67584 32 0 0 0 0 0 0 16 332 12 98592 32 67108864 0 2052 282 67141632 2 201326592 0 2048
is_linear=0
shrinkage=0.04


Tree=513
num_leaves=31
num_cat=12
split_feature=7 12 7 12 4 6 2 8 0 5 2 12 6 2 6 2 2 12 6 2 2 1 1 0 2 2 12 4 2 0
split_gain=2.20069 1.29095 1.28455 1.3888 1.05336 1.23491 1.724 1.01899 1.12637 1.6159 1.26756 1.3396 1.4677 1.25219 1.24153 1.14364 1.09552 1.06177 1.64925 1.87765 1.01475 0.952943 0.879227 2.06845 0.811936 0.780147 0.882949 1.30293 1.10208 1.36409
threshold=0 1 2 3 7085990000.000001 4 8.5000000000000018 5 24.500000000000004 1.0000000180025095e-35 10.500000000000002 6 7 23.500000000000004 8 78.500000000000014 3.5000000000000004 9 10 6.5000000000000009 70.500000000000014 4.5000000000000009 5.5000000000000009 40.250000000000007 1.5000000000000002 283.00000000000006 11 73462200.000000015 29.500000000000004 16.750000000000004
decision_type=9 9 9 9 8 9 10 9 8 10 10 9 9 8 9 8 8 9 9 10 10 10 8 8 10 8 9 8 10 10
left_child=1 -1 3 -2 -3 6 -6 16 9 13 17 12 -12 -9 -13 -15 24 -10 -19 -20 -14 -7 -16 -24 -4 26 -18 -28 -29 -30
right_child=2 4 7 -5 5 21 -8 8 10 -11 11 14 20 15 22 -17 25 18 19 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-5.4416866423991907e-05 -1.7035641342708631e-05 -7.1052735917191969e-05 4.3616288900949484e-06 3.2151715328154753e-05 0.00041416495290484082 6.0202407912868241e-05 2.446901459723705e-05 -7.3902429472454397e-05 -9.9218260057227784e-05 -0.00011160910401017076 7.8691918820581464e-05 -0.00012043321603538715 1.2218209481673626e-06 0.00021600191576339966 -3.5849931606470876e-05 -2.0038839209881587e-05 -3.9719830430584578e-06 -7.3722654941619232e-05 5.6999404958126834e-05 0.0013054294371183063 -0.00049893906395389817 -0.00027344252251793933 0.00074065562824770842 -0.00028090487238571885 -7.5922275855120345e-05 0.0012196244065982142 -0.0001414823624433126 5.1573334393353321e-05 -1.9876235492688466e-06 4.9034105628997796e-05
leaf_weight=219 106 40 34 241 29 33 100 55 154 25 103 102 86 48 330 34 227 100 236 55 26 93 48 29 41 25 30 141 97 74
leaf_count=219 106 40 34 241 29 33 100 55 154 25 103 102 86 48 330 34 227 100 236 55 26 93 48 29 41 25 30 141 97 74
internal_value=-0.000317353 -0.00266667 0.000187144 0.00240223 -0.000849673 7.8125e-05 0.00271429 -0.000189484 -0.000790569 -0.00392638 -0.000393701 -0.00148966 0.00115044 -0.00217391 -0.00257692 0.000963855 0.00108824 0.00106227 0.0021393 0.00364238 -0.00195122 -0.00262774 -0.00148325 0.00230769 -0.00342105 0.00168067 0.00136842 0.00260623 0.00345048 0.00127907
internal_weight=2961 514 2447 347 295 255 129 2100 1431 162 1269 724 215 137 509 82 669 545 391 291 112 126 407 77 75 594 569 342 312 171
internal_count=2961 514 2447 347 295 255 129 2100 1431 162 1269 724 215 137 509 82 669 545 391 291 112 126 407 77 75 594 569 342 312 171
cat_boundaries=0 17 18 32 34 35 64 66 67 68 70 71 72
cat_threshold=16386 0 101711872 2624000 524288 8258 0 268435456 33556480 0 32 0 144 0 67108864 32 4224 237920 0 144 537133056 8196 32 134217728 0 8192 0 134225936 32768 256 67108864 268435456 16777568 32 400 268435472 8 0 0 2147483648 0 0 0 0 0 0 133124 0 512 0 0 0 0 4096 0 0 0 16777216 0 0 0 0 0 524288 67177472 34 92 24 1084416 2 384 16916802
is_linear=0
shrinkage=0.04


Tree=514
num_leaves=31
num_cat=10
split_feature=8 7 9 2 7 2 2 3 2 11 2 7 0 9 6 2 5 3 3 7 3 1 0 2 2 3 2 2 6 4
split_gain=2.02411 1.69345 1.38976 1.36527 1.13366 1.07831 1.03077 1.0216 0.990782 0.743937 1.81915 1.30351 1.07302 0.916478 0.994849 0.785388 0.774083 0.759646 0.707767 0.806171 1.42935 0.900521 0.693598 0.68366 1.21725 0.679889 0.665497 0.739783 0.647976 0.806767
threshold=0 1 2 1.5000000000000002 3 60.500000000000007 1219.0000000000002 1997.5000000000002 5.5000000000000009 4 4.5000000000000009 5 39.07500000000001 6 7 16.500000000000004 1.5000000000000002 2007.5000000000002 2010.5000000000002 8 2020.5000000000002 3.5000000000000004 29.500000000000004 41.500000000000007 136.50000000000003 2016.5000000000002 54.500000000000007 85.500000000000014 9 722615000.00000012
decision_type=9 9 9 8 9 8 8 10 8 9 10 9 10 9 9 10 8 8 8 9 8 10 10 10 10 10 10 10 9 8
left_child=2 8 7 -3 5 -5 9 -1 -2 11 -11 17 22 14 15 16 -14 -6 -12 21 -21 -20 -13 -22 26 28 -25 -28 -15 -30
right_child=1 3 -4 4 6 -7 -8 -9 -10 10 18 12 13 25 -16 -17 -18 -19 19 20 23 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=1.0777300615600894e-05 -0.002169584953562662 5.5665138753617784e-05 0.00020142109079543502 0.0012455545686589887 -0.00011105157144953638 -8.8741266772132118e-05 3.4445872587696157e-05 -4.2311259591869541e-05 -4.2890150199355047e-05 -8.3031957853982869e-05 0.00039642125259298667 -2.1282448588735291e-05 -0.00019096707477732623 -3.3641363446932359e-05 0.00014280968072050371 -0.00013696519377958793 0.00018762642453655333 4.2244901028780643e-05 -0.0001443484269918116 -0.00022155002583613026 1.4096185336143209e-05 -1.3454270177888361e-05 -0.00027888857529180912 -0.00030162648937483996 4.0963203488360026e-05 3.0629395436037045e-05 8.8662831809216418e-06 -3.6379933988541779e-05 1.4511110347328326e-05 -0.00020815865123285704
leaf_weight=279 26 84 100 65 25 38 228 67 178 70 56 97 26 154 104 57 34 78 33 52 350 123 48 59 39 55 87 47 30 256
leaf_count=279 26 84 100 65 25 38 228 67 178 70 56 97 26 154 104 57 34 78 33 52 350 123 48 59 39 55 87 47 30 256
internal_value=-0.000617787 -0.00105976 0.00183807 -0.000737207 -0.000931284 0.00298246 -0.00113261 0.000560224 -0.00446512 -0.00144604 -0.000604099 -0.00221538 -0.00272936 -0.00211994 8.62069e-05 -0.00234375 0.000655738 0.00192982 -9.4451e-05 -0.000404551 0.000248062 -0.00287425 -0.00589041 0.000823328 -0.000858369 -0.00304348 -0.00216495 -0.000592593 -0.00362812 -0.0047138
internal_weight=2945 2499 446 2295 2211 103 2108 346 204 1880 916 964 861 716 221 117 60 103 846 790 634 156 145 582 232 495 193 134 440 286
internal_count=2945 2499 446 2295 2211 103 2108 346 204 1880 916 964 861 716 221 117 60 103 846 790 634 156 145 582 232 495 193 134 440 286
cat_boundaries=0 30 41 43 59 62 72 74 75 92 93
cat_threshold=16 1048584 0 134217728 2147483648 0 262144 2147483648 1 32768 0 2048 8192 1048576 0 0 0 0 0 0 2147483648 0 0 0 0 268484608 0 0 0 8192 0 1 8192 526336 0 64 0 805306368 33554432 8224 32 0 22560 0 0 0 2105344 32 0 0 8192 0 0 40960 0 0 0 0 32 49156 512 524288 2 0 1048576 4 0 0 0 0 65536 134217728 1073741824 20624 284 0 0 67108864 0 0 0 0 0 67584 0 0 0 0 0 0 0 4112 88
is_linear=0
shrinkage=0.04


Tree=515
num_leaves=31
num_cat=10
split_feature=8 2 12 4 8 4 1 2 8 2 2 2 2 12 13 2 2 1 6 2 2 6 13 2 2 0 13 0 0 2
split_gain=1.31474 1.47549 1.74201 1.00074 0.837988 1.46311 0.982991 0.89939 0.766474 0.751326 0.629774 0.750055 0.744116 1.23905 0.916885 1.0324 1.07932 0.876093 0.78364 0.858052 1.40602 0.743306 0.913574 1.42735 1.07733 0.883377 0.724083 0.721625 0.719722 0.709246
threshold=0 1.5000000000000002 1 52809240000.000008 2 19000.000000000004 4.5000000000000009 7.5000000000000009 3 59.500000000000007 272.00000000000006 119.00000000000001 60.500000000000007 4 5 40.500000000000007 30.500000000000004 4.5000000000000009 6 10.500000000000002 3.5000000000000004 7 8 7.5000000000000009 4.5000000000000009 40.675000000000004 9 18.500000000000004 39.07500000000001 35.500000000000007
decision_type=9 10 9 8 9 10 10 8 9 10 10 10 10 9 9 10 8 10 9 8 10 9 9 10 10 10 9 10 10 10
left_child=1 -1 3 9 7 10 -7 -2 -4 -3 11 12 13 17 18 16 -16 -6 -15 20 -20 22 23 -19 -24 27 -14 -26 -18 -23
right_child=4 2 8 -5 5 6 -8 -9 -10 -11 -12 -13 26 14 15 -17 28 21 19 -21 -22 29 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00031716748118981286 0.00021016006840703485 -9.3061037507169431e-06 5.0752095637136561e-05 -3.8290410596424354e-05 0.00014756198123961896 -5.5581272874505315e-06 -0.00063202326327150616 2.5583813855796224e-05 -6.9735357133282605e-06 0.00035257579468140677 -2.3902519282756886e-05 4.4158203347137712e-05 -6.5810744000316387e-05 4.4283892608945053e-05 3.0963898595679496e-05 0.0013155783283482236 1.4448010580778715e-05 -0.0016971385842018095 2.4239775683696507e-05 6.0368875651306551e-06 -0.00029553516173972836 -5.4375338634322644e-05 0.0002700550615298525 -1.2715273201422407e-05 -1.0876358946205755e-05 -9.5989010238639599e-05 1.1493604241508138e-06 3.0434554690401684e-05 -0.00034537098143594847 0.00012715682910815928
leaf_weight=85 30 75 112 236 69 32 29 154 175 26 116 76 100 109 162 39 54 27 53 189 54 274 70 131 83 25 129 153 27 33
leaf_count=85 30 75 112 236 69 32 29 154 175 26 116 76 100 109 162 39 54 27 53 189 54 274 70 131 83 25 129 153 27 33
internal_value=-0.000321038 -0.00180556 -0.001152 -0.00304598 0.000161507 -7.82396e-05 -0.00612903 0.00266667 0.00114094 0.000196078 0.000111449 0.000290635 0.000123457 0.000437862 0.00169054 0.00341297 0.00254098 -0.000570776 0.000432692 -0.000651466 -0.00351852 -0.000953576 4e-05 -0.00236686 0.00122807 7.63359e-05 -0.002 0.000843882 -0.00121951 -0.00245283
internal_weight=2927 709 624 337 2218 2034 61 184 287 101 1973 1857 1781 1552 687 282 243 865 405 296 107 796 489 158 331 261 229 236 81 307
internal_count=2927 709 624 337 2218 2034 61 184 287 101 1973 1857 1781 1552 687 282 243 865 405 296 107 796 489 158 331 261 229 236 81 307
cat_boundaries=0 30 31 57 86 88 89 90 91 92 93
cat_threshold=1073741840 2050 0 0 1073741824 1 262144 0 0 0 0 131072 8192 512 0 0 0 0 4096 8192 2147483776 0 4194304 0 0 16384 64 0 524288 4096 1254434 0 0 0 134217728 65536 0 0 0 0 32768 0 0 0 1048576 268435456 4096 0 0 0 2048 0 0 0 0 0 32768 0 0 0 0 0 0 262144 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 0 4194304 0 0 16384 0 0 524288 67209218 34 10 464 202 4 2
is_linear=0
shrinkage=0.04


Tree=516
num_leaves=31
num_cat=7
split_feature=7 7 12 0 6 3 3 9 2 3 2 2 2 3 3 2 9 1 1 2 4 9 1 2 3 2 0 1 0 2
split_gain=2.65895 1.44215 1.00362 1.49884 1.53428 1.49096 1.52663 1.46486 1.30191 1.236 1.19786 1.1322 1.52137 1.09874 1.21098 1.02827 0.961167 1.17205 0.891898 0.867871 0.853491 0.853238 1.24504 1.13991 1.0211 0.899845 0.740164 1.20023 0.995066 1.19829
threshold=0 1 2 30.500000000000004 3 1996.5000000000002 2008.5000000000002 4 10.500000000000002 2017.5000000000002 45.500000000000007 79.500000000000014 194.50000000000003 2001.5000000000002 2014.5000000000002 4.5000000000000009 5 5.5000000000000009 5.5000000000000009 86.500000000000014 5544455000.000001 6 5.5000000000000009 7.5000000000000009 2017.5000000000002 30.500000000000004 35.850000000000009 5.5000000000000009 31.500000000000004 111.00000000000001
decision_type=9 9 9 8 9 8 8 9 10 10 10 10 10 10 10 8 9 8 10 8 8 9 8 10 10 8 10 10 10 8
left_child=18 -2 3 19 9 -4 -7 13 15 11 -10 16 -13 20 -15 -9 -5 -18 -1 -3 -6 24 23 -23 26 -24 28 -28 29 -8
right_child=1 2 5 4 7 6 21 8 10 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 22 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.8124119249308706e-05 1.67124416332598e-05 -1.9481667686065408e-05 0.0011770852923038433 4.4923497034687901e-06 -0.0011657728424547286 -8.7075922400003955e-05 1.781812052144005e-06 -9.235112881128771e-05 -0.00083810105787939903 -0.00021667117368146194 0.00038318360526616856 -0.00012837192727435109 3.8250913258650596e-05 0.00028949349687842132 -8.7339389297724779e-05 0.0013909954098203059 0.00062096833551276379 -9.2966647710568398e-06 2.2793722952698659e-05 -8.7977766225364463e-05 -0.00010097711614783123 -0.00022622173021801472 -0.00078032870534805454 3.0304559720448765e-05 0.00018958362239494876 -3.6866652625562325e-05 2.0193925416691626e-05 0.0012400680254059182 -0.00039525507205215863 0.0020065993825898686
leaf_weight=185 209 298 31 141 25 61 302 27 98 27 51 48 61 33 31 71 144 41 29 42 205 68 46 166 35 50 260 33 44 39
leaf_count=185 209 298 31 141 25 61 302 27 98 27 51 48 61 33 31 71 144 41 29 42 205 68 46 166 35 50 260 33 44 39
internal_value=-8.95934e-05 0.000259451 -1.60707e-05 -0.000753323 1.99203e-05 0.000855148 0.000615385 -0.00141304 0.000852713 0.00169133 -0.00146667 0.00224771 -0.00127273 -0.00327869 0.00123077 0.00444444 0.00342508 0.00520408 -0.00426667 -0.00304985 -0.00467532 0.000977011 -0.000703812 0.000851064 0.00174033 -0.00453608 0.00141384 0.00292517 0.000259067 0.000994152
internal_weight=2901 2687 2478 1343 1003 1135 1104 541 247 462 149 435 109 294 64 98 326 185 214 340 230 1043 330 234 713 96 678 293 385 341
internal_count=2901 2687 2478 1343 1003 1135 1104 541 247 462 149 435 109 294 64 98 326 185 214 340 230 1043 330 234 713 96 678 293 385 341
cat_boundaries=0 17 31 32 33 35 37 39
cat_threshold=16384 0 1073741824 2560 0 64 0 268435456 33554432 32 32800 0 0 0 0 32 128 0 16 570425344 4 32 134225922 0 8192 0 0 0 0 0 268435456 83896674 344 1073741824 18432 0 28676 1 18432
is_linear=0
shrinkage=0.04


Tree=517
num_leaves=31
num_cat=12
split_feature=8 12 8 13 4 0 9 12 6 0 12 4 6 3 4 0 3 13 3 3 3 13 0 3 4 0 4 18 0 3
split_gain=1.80558 1.42169 1.21115 1.07014 0.864173 0.791362 0.705701 1.89627 1.02431 1.34048 0.972418 1.08763 1.00861 0.817597 0.81142 1.52467 0.675931 0.665561 1.40173 0.856405 0.630886 0.605428 0.773689 0.586073 0.567318 0.537694 0.61225 0.456318 0.455928 0.63086
threshold=0 1 2 3 8015305000.000001 33.175000000000004 4 5 6 43.675000000000004 7 1188.0000000000002 8 2013.5000000000002 8747595000.0000019 40.675000000000004 1997.5000000000002 9 2012.5000000000002 2018.5000000000002 1999.5000000000002 10 39.07500000000001 2010.5000000000002 3841755000.0000005 39.07500000000001 33.000000000000007 11 47.750000000000007 2022.5000000000002
decision_type=9 9 9 9 8 10 9 9 9 8 9 8 9 10 8 8 10 9 8 8 10 9 10 8 8 10 10 9 10 8
left_child=1 4 -2 16 -1 -6 10 8 -8 23 17 -12 -13 14 -9 -16 -3 19 -19 -4 -7 22 -14 -10 -25 26 -20 -23 29 -27
right_child=2 3 6 -5 5 20 7 13 9 -11 11 12 21 -15 15 -17 -18 18 25 -21 -22 27 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-8.5619625236006409e-05 2.4609285758288025e-05 -0.00017772097357259044 4.699056410686353e-06 3.2274987677851644e-05 -7.8666698808582677e-05 -6.9713426741913059e-06 3.6767969137940784e-06 -1.6610302302204616e-05 0.0011862122882648407 -9.6693891431840485e-05 0.00012884802839572274 1.2216024715314689e-05 -0.0002404948619454217 -0.00030355506701702952 -2.6115473918721934e-05 7.08540525030088e-05 2.0883132223161737e-05 -0.00046271702345723753 -4.3769843105678778e-06 -4.4404538527658133e-05 -0.00035356038534274604 -0.00023852466262074047 -2.4370062728849007e-05 0.0024774972631137616 4.6670635915049275e-05 0.00020740057063889594 -8.7795582547336442e-05 4.3690688120463507e-05 -1.2467656510679603e-05 1.7189927107175153e-05
leaf_weight=38 207 140 76 161 56 119 145 38 25 25 33 260 35 25 143 31 28 76 271 201 29 30 113 29 139 29 30 130 29 212
leaf_count=38 207 140 76 161 56 119 145 38 25 25 33 260 35 25 143 31 28 76 271 201 29 30 113 29 139 29 30 130 29 212
internal_value=-0.000309917 -0.00230241 0.000187793 -0.000529412 -0.00458498 -0.00370732 -0.000102996 0.00104746 0.00283422 0.00454148 -0.000559896 0.000686275 0.000281195 -0.00169355 -0.000938967 0.000228571 -0.00268156 -0.00136898 -0.000638298 -0.00298611 -0.00214765 -0.00125392 -0.00301887 0.00587629 0.00497041 3.4965e-05 -0.00112583 0.000467836 0.00132841 0.00190083
internal_weight=2903 571 2332 329 242 204 2125 600 363 218 1525 601 568 237 212 174 168 924 647 277 148 308 148 193 168 571 301 160 270 241
internal_count=2903 571 2332 329 242 204 2125 600 363 218 1525 601 568 237 212 174 168 924 647 277 148 308 148 193 168 571 301 160 270 241
cat_boundaries=0 29 31 61 62 64 66 67 69 70 71 72 73
cat_threshold=1073741824 2052 0 0 73728 1 0 0 1 0 0 2048 10304 0 268435456 4096 0 0 0 8192 256 0 4194304 0 0 1073774592 64 0 524288 17666 34 16 0 0 134217728 2147483648 0 0 0 0 0 0 131072 0 0 0 0 0 0 33558528 2048 0 0 0 8 0 16384 0 0 0 8192 10 0 6320 16958722 32 132 52514 32 72 4 10 4
is_linear=0
shrinkage=0.04


Tree=518
num_leaves=31
num_cat=11
split_feature=7 8 12 2 2 2 12 12 8 2 9 2 2 2 0 0 3 2 2 2 7 9 2 2 12 6 2 2 2 4
split_gain=2.2081 2.49882 1.79663 1.80116 1.43994 1.31851 1.11076 1.03985 1.33251 1.61305 1.25643 2.97186 1.29347 1.04516 1.03476 0.91492 0.847756 0.841645 1.5108 0.912631 0.81355 1.13906 1.13866 1.1155 1.44964 0.904712 1.19147 0.863435 1.23151 0.836919
threshold=0 1 2 17.500000000000004 29.500000000000004 108.50000000000001 3 4 5 108.50000000000001 6 12.500000000000002 8.5000000000000018 64.500000000000014 24.500000000000004 39.07500000000001 1983.0000000000002 321.00000000000006 21.500000000000004 9.5000000000000018 7 8 27.500000000000004 42.500000000000007 9 10 14.500000000000002 3.5000000000000004 6.5000000000000009 5965.0000000000009
decision_type=9 9 9 10 10 10 9 9 9 10 9 10 10 8 10 8 10 8 10 10 9 9 8 10 9 9 10 8 8 8
left_child=2 6 5 14 -5 -1 17 10 13 20 11 -3 15 -9 -4 -12 -11 18 19 -2 22 25 -10 24 29 27 -27 -22 -29 -23
right_child=1 7 3 4 -6 -7 -8 8 9 16 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-4.1993535237168093e-05 3.327458859878618e-05 -0.00031796888036311088 1.1829186479133115e-05 0.00020538559744643693 -2.0066567437027062e-07 -0.00012555419977466897 5.5421734725769061e-06 -1.7224751752067392e-05 5.5701891810144847e-08 0.0020791001660336408 0.00025017422387488611 0.00014839605829898518 -6.838601302789016e-05 -0.00011969848864090693 -0.0004077104492291994 -9.2329454908366418e-05 -1.9922066881861155e-06 0.0013014382576250583 -1.3663827008940643e-05 0.00044442882255147254 0.0025857789282175505 -0.00031955726718678077 -0.00028583320425802584 -0.00037136060049661526 -9.802782685767398e-05 -0.00039484188993675672 0.00049582022701812891 -0.00046333587958127256 3.0099776478316189e-05 0.00012489887560938941
leaf_weight=333 35 48 38 49 171 36 297 79 115 51 34 85 331 25 83 99 26 36 48 36 28 26 83 44 117 74 45 30 254 148
leaf_count=333 35 48 38 49 171 36 297 79 115 51 34 85 331 25 83 99 26 36 48 36 28 26 83 44 117 74 45 30 254 148
internal_value=-0.000743546 -0.000108844 -0.00266297 -0.000511364 0.00162896 -0.00457895 0.0025054 -0.000798631 -8.65052e-05 0.000361217 -0.00213816 0.00125 -0.00311579 -0.00417391 -0.00442623 0.000149254 0.00589744 0.00518072 0.00383333 0.0075 -8.29016e-05 0.000514801 -0.00229665 -0.00121387 -0.000342466 0.0018552 -0.00107692 0.00297214 0.00238596 0.00194595
internal_weight=2904 2194 710 341 220 369 452 1742 1145 1041 597 133 464 104 121 133 77 155 119 71 964 766 198 335 291 431 119 312 284 174
internal_count=2904 2194 710 341 220 369 452 1742 1145 1041 597 133 464 104 121 133 77 155 119 71 964 766 198 335 291 431 119 312 284 174
cat_boundaries=0 17 47 48 49 50 62 64 81 83 85 86
cat_threshold=131074 1 1048576 2097664 524322 64 0 131072 2048 0 32 64 128 268435456 67108864 32 144 16 2060 0 0 2147483648 0 0 0 0 0 0 0 10240 512 0 4096 0 0 33558528 2048 0 0 4194304 0 0 16384 0 0 524288 8192 67184962 34850 16944416 1073741824 0 0 0 0 0 262144 0 1 0 0 2048 1 16388 0 0 8192 0 0 0 131072 0 0 32 0 0 0 0 0 0 4096 0 10272 67133442 32 142
is_linear=0
shrinkage=0.04


Tree=519
num_leaves=31
num_cat=10
split_feature=8 12 3 2 13 12 9 2 3 2 8 5 2 2 3 12 0 2 2 8 2 12 3 5 6 0 2 3 2 2
split_gain=1.97251 1.48735 1.05811 1.00101 1.70053 1.41818 1.37739 1.10158 1.10013 1.0995 1.08516 0.968754 1.15115 1.47963 1.33895 0.914705 0.999117 0.715428 0.702354 0.66335 0.814191 0.645444 1.4914 0.645487 0.59627 0.618272 1.0838 0.592117 0.521092 0.499876
threshold=0 1 2010.5000000000002 58.500000000000007 2 3 4 64.500000000000014 1997.5000000000002 352.00000000000006 5 3.5000000000000004 20.500000000000004 7.5000000000000009 2018.5000000000002 6 30.500000000000004 1.5000000000000002 161.00000000000003 7 14.500000000000002 8 2012.5000000000002 2.5000000000000004 9 42.710000000000008 8.5000000000000018 2012.5000000000002 8.5000000000000018 19.500000000000004
decision_type=9 9 8 10 9 9 9 10 8 10 9 8 8 10 8 9 10 8 10 9 10 9 10 8 9 10 10 10 10 8
left_child=1 2 -1 5 9 10 -7 -6 -8 -5 -2 -3 13 -13 -14 16 -9 -12 -18 20 28 29 23 -23 25 26 -25 -4 -10 -21
right_child=3 11 27 4 7 6 8 15 19 -11 17 12 14 -15 -16 -17 18 -19 -20 21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=1.7704554258770599e-05 0.00062691195448991263 -8.5179160460455706e-05 -4.9401143994884935e-05 -3.005233441889743e-05 -0.00019187883666184292 -0.00010609279935465566 0.00027113926011981706 1.0599023442736667e-05 2.6661770603872981e-05 -0.00019642192297933292 -0.00034441392495345726 5.9781479785740999e-05 -5.8113159945207826e-05 -7.4494666408639882e-05 0.00082114970768831341 1.8424188455483659e-05 -0.00025514956156420966 2.1578189456192832e-05 -6.054253764808948e-06 2.4189806277377103e-05 0.00015021232345215906 3.7870109146851403e-05 -0.00013685391119118152 2.8468392020215561e-05 -1.0411661676812401e-07 1.3130112548438434e-05 -4.8400771727941104e-05 -0.00024515067716919249 -1.1755013835141881e-05 -7.1274057214054667e-06
leaf_weight=46 107 50 177 161 35 125 30 38 30 26 29 34 32 47 46 212 28 717 34 182 54 49 37 31 253 28 57 35 38 189
leaf_count=46 107 50 177 161 35 125 30 38 30 26 29 34 32 47 46 212 28 717 34 182 54 49 37 31 253 28 57 35 38 189
internal_value=-0.000114943 -0.00246862 -0.00446097 0.000335866 -0.00119626 0.00075626 -0.000197487 0.000502793 0.000323559 -0.00414141 0.00196759 9.09091e-05 0.001625 -0.00170732 0.00506329 0.00127796 -0.0018018 0.00137384 -0.00507937 8.42993e-05 0.00270677 -0.000334528 -0.00133047 -0.000668258 -0.00124324 -0.00346457 -0.00539326 -0.0058216 0 0.000890052
internal_weight=2957 467 258 2490 534 1956 1103 347 978 187 853 209 159 81 78 312 100 746 62 948 122 826 455 418 369 116 88 212 68 371
internal_count=2957 467 258 2490 534 1956 1103 347 978 187 853 209 159 81 78 312 100 746 62 948 122 826 455 418 369 116 88 212 68 371
cat_boundaries=0 30 31 32 33 35 56 58 87 89 90
cat_threshold=1342177280 4 0 134217728 2147549184 1 786432 2147483648 1 0 0 33554432 0 0 0 0 0 0 33554432 2048 0 0 4194304 0 0 1073741824 68 0 0 4096 67324962 4 84036642 1073741825 8224 16 2056 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 128 16911360 32 0 8 0 0 0 0 0 0 0 0 0 131076 0 0 0 0 0 0 0 0 256 0 0 0 0 0 0 0 524288 40960 32 464
is_linear=0
shrinkage=0.04


Tree=520
num_leaves=31
num_cat=7
split_feature=7 7 8 2 1 9 0 2 2 2 6 2 2 3 1 14 4 2 2 4 2 4 4 6 3 0 3 2 2 2
split_gain=4.01221 2.08381 1.43743 1.31301 0.94581 0.870601 1.76268 1.61492 1.84519 1.2731 1.48466 1.90444 1.34448 0.883593 0.880011 0.859258 2.01252 0.902202 0.844979 0.819327 0.740855 0.641177 0.645809 0.622185 1.39525 0.691323 0.626568 0.981536 0.665249 0.552069
threshold=0 1 2 301.00000000000006 5.5000000000000009 3 25.500000000000004 866.50000000000011 272.00000000000006 10.500000000000002 4 8.5000000000000018 12.500000000000002 2000.5000000000002 3.5000000000000004 5 4277935000.0000005 28.500000000000004 11.500000000000002 313.50000000000006 6.5000000000000009 3841755000.0000005 21354125000.000004 6 1999.5000000000002 38.20000000000001 2003.5000000000002 17.500000000000004 27.500000000000004 100.50000000000001
decision_type=9 9 9 8 10 9 8 8 10 10 9 10 10 8 10 9 8 10 10 10 10 8 8 9 10 10 10 10 10 10
left_child=3 21 4 23 -3 7 18 8 9 10 11 -4 -11 -8 -14 -15 -17 -18 -7 29 -12 -2 -23 24 25 -1 27 -25 -29 -16
right_child=1 2 5 -5 -6 6 13 -9 -10 12 20 -13 14 15 19 16 17 -19 -20 -21 -22 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=2.0603570191468635e-06 8.0135318296647995e-05 -1.0843608737012289e-05 0.0001171101656655793 -0.00035617421664159822 -5.7719115149765802e-05 -4.2334797343812628e-06 -0.00081145079537989771 9.3230965191040129e-05 -0.00017570894006624371 0.00037576830766454348 -0.00017262620737035661 -0.00032404922320083073 0.0010613609000849067 1.0105656520345008e-05 1.72376871741875e-06 0.0003391029790494571 -7.3670997185324444e-05 -0.0012845749139290064 -6.6072793887528294e-05 5.5063003000874747e-05 -1.335110956489416e-05 -9.5181479624528718e-06 2.777328015671543e-05 -0.00011353345682252325 -0.00056709846778606025 -0.00053093317475479292 0.00019846597004143264 0.00046691184895109928 -1.2193311998274226e-05 -2.9920633856228564e-05
leaf_weight=54 42 324 96 96 50 28 31 69 28 34 110 33 71 424 518 31 62 30 46 26 53 25 290 107 30 56 36 26 63 58
leaf_count=54 42 324 96 96 50 28 31 69 28 34 110 33 71 424 518 31 62 30 46 26 53 25 290 107 30 56 36 26 63 58
internal_value=-0.000658073 -8.03213e-06 -0.000487576 -0.00400835 -0.0027013 0 -0.0011463 0.00068654 0.000291829 0.00058 -0.00163823 0.00157143 0.00149718 -0.000414508 0.00109792 -3.64964e-05 -0.00283582 -0.00602151 -0.00693333 0.000597015 -0.00402299 0.00277174 0.00221519 -0.00300268 -0.00503311 -0.00324324 -0.00148148 -0.00243655 0.000666667 0.000277296
internal_weight=2947 2479 2122 468 374 1748 652 1096 1027 999 292 129 707 578 673 547 123 92 74 602 163 357 315 372 140 110 232 196 89 576
internal_count=2947 2479 2122 468 374 1748 652 1096 1027 999 292 129 707 578 673 547 123 92 74 602 163 357 315 372 140 110 232 196 89 576
cat_boundaries=0 17 35 62 64 65 66 67
cat_threshold=2 1 101720064 0 34 64 0 536870912 33554432 536880128 32800 0 268435600 0 67108864 32 16 16384 144 536870912 4 0 2 0 8192 0 16 8192 2097152 0 268435456 0 0 1073745920 128 1073741824 0 4 0 2147483648 1 0 2147483648 1 0 0 0 0 0 0 4096 0 0 0 0 384 0 4194304 0 0 1073758208 64 1073742080 2052 212 8192 76
is_linear=0
shrinkage=0.04


Tree=521
num_leaves=31
num_cat=16
split_feature=7 7 9 12 12 0 0 1 7 3 13 1 0 6 18 17 12 0 7 6 3 3 9 12 12 0 0 0 0 3
split_gain=3.79007 1.68891 1.51444 1.2137 1.179 1.18612 1.59673 1.8449 1.87574 1.40675 1.11056 1.84285 1.71056 1.01402 0.971816 1.33108 0.890518 0.805411 0.958841 0.694257 0.679963 0.702224 0.643915 1.52333 1.3083 0.638581 0.628357 0.578571 0.57415 0.571278
threshold=0 1 2 3 4 30.500000000000004 10.500000000000002 5.5000000000000009 5 2002.5000000000002 6 5.5000000000000009 37.250000000000007 7 8 9 10 16.750000000000004 11 12 2000.5000000000002 2011.5000000000002 13 14 15 39.07500000000001 37.250000000000007 18.500000000000004 40.250000000000007 2019.5000000000002
decision_type=9 9 9 9 9 10 10 10 9 10 9 10 10 9 9 9 9 10 9 9 8 10 9 9 9 10 10 10 8 8
left_child=17 3 -3 -2 5 6 -4 8 -8 22 11 12 -6 -5 -12 -16 28 -1 19 -19 -14 -22 23 26 -24 -25 -7 -15 29 -17
right_child=1 2 4 13 10 9 7 -9 -10 -11 14 -13 20 27 15 16 -18 18 -20 -21 21 -23 24 25 -26 -27 -28 -29 -30 -31
leaf_value=1.5916733933707406e-05 4.3025261184013174e-05 -8.3425860429571229e-05 -9.349549401164836e-05 4.0734916424050029e-05 -4.4532827796466282e-05 -0.00034528128656120317 3.914124638626504e-07 -3.5302785628701371e-05 8.2350743041530454e-05 4.8501370533671205e-05 0.0006121022982320312 3.2522634684397647e-05 -0.00014850786689251549 -0.00010446127888847911 -3.0611001262883517e-05 5.5336916747101842e-05 2.6696932147274312e-06 3.9766525631392827e-05 -0.00011167001723080716 -9.2982806091441723e-05 3.343662778398482e-05 -0.00014998165477617676 -7.5930234891323785e-05 -1.40537831202181e-05 8.2575515352090177e-06 -9.5696106351965686e-05 7.9752486973916353e-06 -2.4995832295928724e-05 0.00028178503865049719 1.385783421532949e-05
leaf_weight=49 129 133 83 104 76 29 120 100 107 92 67 44 33 27 111 50 175 107 150 151 203 36 102 30 129 95 101 112 48 171
leaf_count=49 129 133 83 104 76 29 120 100 107 92 67 44 33 27 111 50 175 107 150 151 203 36 102 30 129 95 101 112 48 171
internal_value=-0.000242833 0.000373312 -6.52377e-05 0.00281984 0.000218579 -0.000760761 0.000875912 0.00213415 0.00412281 -0.00193437 0.00117073 -0.000496278 -0.00148997 0.00102362 0.00221169 0.00169065 0.00263736 -0.00354701 -0.00420538 -0.00237918 0 0.00075 -0.00279261 -0.00413534 -0.00107438 -0.00720588 -0.000851064 -0.0012 0.00407143 0.00333333
internal_weight=2964 2507 2135 372 2002 988 410 327 227 578 1014 392 348 243 622 555 444 457 408 258 272 239 486 255 231 125 130 139 269 221
internal_count=2964 2507 2135 372 2002 988 410 327 227 578 1014 392 348 243 622 555 444 457 408 258 272 239 486 255 231 125 130 139 269 221
cat_boundaries=0 18 35 37 38 40 49 50 51 52 53 54 66 67 69 71 72
cat_threshold=0 268435457 101720064 2097152 524290 66 0 536870912 2048 268435456 8192 384 0 0 67108864 0 0 256 3 16 1610612736 532484 0 0 0 268443648 0 134217776 32768 64 0 0 0 0 1073741840 257 8192 106560 223520 32 0 0 0 0 0 0 0 131072 65536 12 400 4 9 16811010 0 268435457 34603008 2097152 524288 0 0 536870912 2048 0 0 128 10 0 2176 67584 32 75776
is_linear=0
shrinkage=0.04


Tree=522
num_leaves=31
num_cat=9
split_feature=2 12 10 12 0 9 2 2 3 2 3 9 3 12 0 2 0 0 12 4 2 2 2 2 2 15 4 12 3 2
split_gain=1.15596 1.62832 1.0163 1.01575 1.66154 0.911908 0.874963 0.84564 0.796576 0.971241 0.795142 0.775903 1.69095 0.773807 1.37429 1.44858 1.28643 1.23379 1.09823 0.842568 0.865835 1.02873 0.837829 0.836566 1.22094 0.767062 0.745717 0.727634 1.05877 1.07522
threshold=50.500000000000007 0 1 2 52.740000000000002 3 7.5000000000000009 40.500000000000007 1989.5000000000002 94.500000000000014 2008.5000000000002 4 2003.5000000000002 5 35.600000000000009 40.500000000000007 9.5000000000000018 27.750000000000004 6 520.00000000000011 24.500000000000004 16.500000000000004 12.500000000000002 7.5000000000000009 27.500000000000004 7 4350.0000000000009 8 2012.5000000000002 95.500000000000014
decision_type=10 9 9 9 10 9 8 8 10 10 10 9 8 9 10 8 10 10 9 8 10 8 10 10 10 9 10 9 8 10
left_child=2 8 3 7 5 6 -5 -1 9 -2 -10 13 -13 17 15 16 -15 -7 23 -16 21 22 -21 -18 -25 27 -27 -3 -29 -30
right_child=1 25 -4 4 -6 11 -8 -9 10 -11 -12 12 -14 14 19 -17 18 -19 -20 20 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-3.7524627251919183e-05 -0.00011572548407137617 -1.6939312825492437e-05 -4.748243221396109e-05 -0.00038837650740525476 -0.00010613231571252158 2.6457015924563621e-06 -1.3496216174218035e-05 0.00025468861547938814 -0.00016687881885168565 -9.5229458783308025e-06 -2.0762279731556534e-05 -8.1206038898145035e-05 7.9735684702129109e-05 0.0015307584625765713 -0.00018835865354589033 -0.00026811932648300284 2.3266004915569739e-05 -4.5907858002323113e-05 9.7731038552240078e-06 5.2768718601257092e-05 -1.0204557490638422e-05 0.00066195858096627089 -2.6783429403138827e-05 -6.375014339145224e-05 1.1330359413364021e-06 -7.6963541662209418e-05 3.0616381582149187e-06 -2.29994568751124e-05 6.6264163190368216e-05 3.5482105419859525e-06
leaf_weight=212 75 102 250 29 32 113 107 44 28 104 25 26 415 25 35 56 25 122 137 216 123 111 72 54 29 120 49 75 63 68
leaf_count=212 75 102 250 29 32 113 107 44 28 104 25 26 415 25 35 56 25 122 137 216 123 111 72 54 29 120 49 75 63 68
internal_value=-0.000706762 -0.00211268 -0.000259624 5.01505e-05 0.000402762 0.00057783 -0.00244898 -0.00224719 -0.00477366 -0.00366667 -0.00925926 0.000853503 0.00225664 0.000283437 0.00082774 -0.00122324 0 -0.00170732 -0.000894309 0.00204301 0.00244742 0.00335 0.00207612 -0.00369748 -0.00595238 -0.000696721 -0.00277778 0.000501567 0.00184332 0.00409091
internal_weight=2942 709 2233 1983 1727 1695 136 256 232 179 53 1559 441 1118 883 326 270 235 245 557 522 399 288 108 83 477 169 308 206 131
internal_count=2942 709 2233 1983 1727 1695 136 256 232 179 53 1559 441 1118 883 326 270 235 245 557 522 399 288 108 83 477 169 308 206 131
cat_boundaries=0 1 2 3 5 7 9 10 11 12
cat_threshold=18006112 288 139520 1073742080 8208 1 6272 67126304 2 16810050 2348810240 67840
is_linear=0
shrinkage=0.04


Tree=523
num_leaves=31
num_cat=7
split_feature=8 7 2 12 1 2 2 2 1 2 2 7 1 2 2 2 0 2 5 12 2 2 1 2 2 12 3 12 3 1
split_gain=2.32112 1.97063 1.32263 1.35149 1.23052 1.34833 1.12035 0.874209 0.825404 1.11393 0.818475 0.786722 1.09209 1.32246 0.731607 0.880583 0.711797 1.09643 0.684755 0.831972 1.44853 1.16841 1.16207 0.686655 0.602676 1.47178 0.793437 0.784269 1.09709 0.777514
threshold=0 1 535.00000000000011 2 5.5000000000000009 19.500000000000004 10.500000000000002 99.000000000000014 5.5000000000000009 4.5000000000000009 34.500000000000007 3 5.5000000000000009 47.500000000000007 35.500000000000007 11.500000000000002 10.500000000000002 13.500000000000002 3.5000000000000004 4 11.500000000000002 30.500000000000004 4.5000000000000009 13.500000000000002 11.500000000000002 5 2015.5000000000002 6 2010.5000000000002 5.5000000000000009
decision_type=9 9 10 9 8 8 10 10 8 10 10 9 8 8 8 10 10 10 8 9 8 10 10 8 10 9 10 9 10 8
left_child=2 18 3 7 5 6 -5 8 9 -1 -7 12 -3 -14 15 -10 -11 -18 -2 23 -21 22 -22 -20 27 29 -27 -13 -29 -26
right_child=1 11 -4 4 -6 10 -8 -9 14 16 -12 24 13 -15 -16 -17 17 -19 19 20 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=5.9586824639232817e-05 -7.3884999995712524e-05 3.7107547397425831e-05 8.9370872281620002e-05 1.7314840386184471e-05 3.2627278088241953e-05 -2.3338357829132406e-05 0.00011180859216445072 -9.2885661772825764e-05 -7.7277973156135711e-05 -0.00016253097820186467 1.0335903806790724e-06 -2.137816138443327e-05 0.00035839177733777206 -0.00039165169935401423 -0.00020333478289042973 2.6940790278970895e-05 -5.0031613972052469e-05 1.3499188246264282e-05 2.7948022611354874e-05 -0.00021220191239468278 0.0011494580691478974 -6.9298443774385985e-05 -0.00018073913930063412 -7.0363324643132327e-05 9.0174310405188858e-06 -3.896850486039938e-05 -0.00036843827958101373 2.7319507872007877e-05 -0.00012717156460787749 -0.00022136504267507463
leaf_weight=48 26 148 33 92 119 65 59 62 26 40 158 251 26 43 46 41 70 174 31 38 29 70 50 76 251 458 25 289 53 46
leaf_count=48 26 148 33 92 119 65 59 62 26 40 158 251 26 43 46 41 70 174 31 38 29 70 50 76 251 458 25 289 53 46
internal_value=-0.00046875 -0.00129099 0.00105364 0.000799201 0.0022619 0.00117333 0.00407895 -0.000656371 -4.4843e-05 0.000960961 -0.000803571 -0.000699563 0.00149123 -0.00257143 -0.00298246 -0.000294118 0 0.000816327 -0.00410876 -0.00366102 -0.00515152 -0.0036 -0.00025 -0.000508475 -0.00105491 -0.00179257 -0.00311741 -0.00010101 0.00113314 0.000454545
internal_weight=2943 1910 1033 1000 493 374 151 507 445 332 223 1590 217 69 113 67 284 244 320 294 187 149 79 107 1373 780 483 593 342 297
internal_count=2943 1910 1033 1000 493 374 151 507 445 332 223 1590 217 69 113 67 284 244 320 294 187 149 79 107 1373 780 483 593 342 297
cat_boundaries=0 30 48 50 68 70 72 74
cat_threshold=0 2060 0 134217728 0 1 262144 0 0 32768 0 133124 0 1048576 0 0 0 0 0 10240 2147483648 0 20971520 8 0 0 0 0 0 8192 268435456 0 1140850688 0 524290 134217728 0 131072 2048 134217728 32 0 268435456 268435456 0 0 4096 256 8546 34 2 128 0 2097152 32 0 0 8192 0 48 0 0 0 0 0 32 1073741840 128 157760 32 76832 32 99616 32
is_linear=0
shrinkage=0.04


Tree=524
num_leaves=31
num_cat=15
split_feature=7 7 9 0 4 7 4 8 1 13 0 10 4 8 13 0 6 9 6 0 0 0 0 9 1 1 11 0 8 0
split_gain=3.54298 1.27318 1.00571 1.62959 0.899306 0.84957 1.65177 0.791476 0.784006 0.642992 0.70708 0.635302 0.748183 0.656623 0.501253 1.15211 1.00781 0.885179 0.807694 0.776997 0.883392 1.08474 0.61864 0.511909 0.749201 0.495517 0.461304 0.661628 0.422171 0.405358
threshold=0 1 2 29.500000000000004 850.00000000000011 3 2710.0000000000005 4 5.5000000000000009 5 16.750000000000004 6 4.0000000000000009 7 8 40.250000000000007 9 10 11 42.960000000000008 23.500000000000004 39.07500000000001 9.5000000000000018 12 5.5000000000000009 5.5000000000000009 13 26.500000000000004 14 35.250000000000007
decision_type=9 9 9 10 10 9 10 9 10 9 10 9 10 9 9 10 9 9 9 10 10 10 10 9 10 10 9 10 9 10
left_child=2 4 3 -1 9 -4 -7 8 28 10 -2 12 -9 -13 16 17 23 18 22 20 -18 -22 -16 24 -15 -12 -11 -28 -3 -19
right_child=1 7 5 -5 -6 6 -8 11 -10 26 25 13 -14 14 15 -17 19 29 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=8.9104157302415389e-05 -2.8890700166783746e-05 -2.3284084896033619e-05 -2.6017411902046204e-06 -2.983236794484867e-05 9.5728235403882425e-05 -3.7112334121438551e-05 -7.2672131477773409e-05 4.609563461599464e-07 6.7785488142746428e-05 3.0929418067380256e-05 1.7495468192407772e-07 -4.1110874842757994e-05 1.0249350319568862e-05 9.1688761335007025e-06 -0.00012334530542403854 -0.00025991630593431126 -3.2254895172201259e-06 -2.8678567917950206e-06 -3.6397808677435255e-05 1.2822982977382935e-05 -0.00032066502976974221 -0.00021644128683682596 2.6825172530031695e-05 0.00017189463746035473 -0.00043614699282308323 2.5185254309221251e-05 -7.1688851011764146e-05 2.5787600340123617e-05 9.8278787341499194e-06 0.00031967022304797867
leaf_weight=33 57 109 104 177 40 340 39 85 43 138 156 116 25 135 27 76 130 27 180 25 50 114 150 101 30 36 26 152 116 128
leaf_count=33 57 109 104 177 40 340 39 85 43 138 156 116 25 135 27 76 130 27 180 25 50 114 150 101 30 36 26 152 116 128
internal_value=-0.000276467 0.000490583 -0.00275568 -0.000361991 0.00204545 -0.00376518 -0.00466667 -8.34327e-05 0.0018638 0.00166078 7.69231e-05 -0.000468085 0.00231405 -0.000723077 -0.000422297 0.000400668 -0.00124161 0.00109162 -5.43478e-05 -0.00272727 -0.00338983 -0.00533333 0.00180851 0.000577617 -0.000795455 0.00124352 0.00281346 0.00126984 0.000973451 0.00349398
internal_weight=2965 2272 693 210 605 483 379 1667 268 565 249 1399 110 1289 1173 588 585 512 357 319 294 164 177 266 165 192 316 178 225 155
internal_count=2965 2272 693 210 605 483 379 1667 268 565 249 1399 110 1289 1173 588 585 512 357 319 294 164 177 266 165 192 316 178 225 155
cat_boundaries=0 18 35 37 51 77 78 79 103 104 105 107 108 110 112 138
cat_threshold=2 268435489 101711872 2621440 524290 134217794 0 536870912 33619968 32 32 128 144 268435456 67108864 0 144 256 131072 16 536870912 8196 32 0 131072 8192 2048 8208 0 64 0 0 0 32 1073741824 1 24596 2 1 0 2097152 2 0 0 536870912 0 0 0 0 0 268435456 16 2056 4 134217728 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 4096 0 0 0 0 0 0 16384 12 33 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 10240 128 0 4194304 8 2 210 0 6192 280 0 22528 32 2147484672 0 2048 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16384
is_linear=0
shrinkage=0.04


Tree=525
num_leaves=31
num_cat=11
split_feature=11 7 8 9 18 1 11 3 2 6 2 6 2 2 2 2 2 2 7 2 3 3 16 2 15 2 2 2 2 1
split_gain=4.38435 2.0321 1.84666 1.2531 1.06212 1.47688 0.968874 0.927811 1.23861 0.843004 0.951082 0.936628 0.88969 0.841072 1.60168 1.14928 0.66266 0.931337 0.67712 0.91918 0.849634 0.680743 0.587135 0.577749 0.956643 0.528763 1.40559 0.696785 0.648173 0.542514
threshold=0 1 2 3 4 4.5000000000000009 5 2019.5000000000002 2.5000000000000004 6 59.500000000000007 7 24.500000000000004 12.500000000000002 7.5000000000000009 27.500000000000004 79.500000000000014 182.50000000000003 8 35.500000000000007 2001.5000000000002 2011.5000000000002 9 101.50000000000001 10 224.50000000000003 84.500000000000014 58.500000000000007 620.00000000000011 1.5000000000000002
decision_type=9 9 9 9 9 10 9 8 8 9 10 9 10 8 10 8 10 10 9 8 8 8 1 10 9 8 10 10 8 10
left_child=-1 2 23 4 -3 -6 7 -5 -9 10 11 -10 -13 14 -8 -15 18 -18 -4 20 -20 -22 -21 24 -2 26 27 -17 -27 -30
right_child=1 3 16 6 5 -7 13 8 9 -11 -12 12 -14 15 -16 25 17 -19 19 22 21 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.00013452578895503108 -2.3433331805833293e-06 0.0010511371790101977 9.1997529118259534e-07 3.296553853317619e-05 -0.00066490427492539085 -4.2612767137129026e-06 2.7926300019416317e-05 0.00070823194085441795 3.9030647058169168e-05 -7.2820143036764762e-05 0.0015077218864721332 -2.1233052592890544e-05 -0.00075071612725579944 -1.8062700376937358e-05 0.00023322745987151451 0.00039898292026492756 -0.00010347242448169425 -1.7033896537483885e-05 -0.0015172922760529062 1.4430492750214796e-05 0.00016172198491460677 -0.00012483372270004621 -0.00016434713718389561 -4.5690434261906889e-05 1.7701740167801462e-05 -0.00010957602143978563 0.00032099215977112296 -4.1028088637773412e-06 2.2562414846269975e-05 3.5501760395462159e-06
leaf_weight=111 234 25 115 232 37 440 84 41 103 162 56 164 42 102 53 105 49 37 26 58 30 134 27 38 114 26 55 29 76 82
leaf_count=111 234 25 115 232 37 440 84 41 103 162 56 164 42 102 53 105 49 37 26 58 30 134 27 38 114 26 55 29 76 82
internal_value=-0.000283934 4.30571e-05 -0.00155785 0.000768831 -0.000935673 -0.00138075 0.00137737 0.000443896 -0.000421793 -0.00094697 0.000159574 -0.000709677 -0.00221198 0.00256822 0.00536232 0.00180672 -0.00320329 -0.00643678 -0.00255754 -0.00356643 -0.0052356 -0.00412121 -0.000232558 0.000503778 0.00103152 0.00283422 0.00431579 0.00207407 0.0012973 0.00226415
internal_weight=2887 2776 862 1914 502 477 1412 800 568 527 365 309 206 612 137 475 476 86 390 275 190 164 85 386 348 373 189 134 184 158
internal_count=2887 2776 862 1914 502 477 1412 800 568 527 365 309 206 612 137 475 476 86 390 275 190 164 85 386 348 373 189 134 184 158
cat_boundaries=0 3 21 44 46 47 50 51 52 61 62 63
cat_threshold=2147483651 1581088 6144 147459 268435457 101720064 524288 524320 134225984 0 537001984 67584 0 0 256 16 268435456 0 0 128 256 0 12 0 0 0 0 262144 2147483648 0 0 0 133120 0 0 0 0 0 0 0 0 0 0 16777216 256 20512 4 67141636 1024 524288 202 66 1 0 1048576 0 32 0 0 0 65536 2 69206016
is_linear=0
shrinkage=0.04


Tree=526
num_leaves=31
num_cat=13
split_feature=7 8 11 8 9 3 0 7 14 3 0 17 0 8 11 13 0 3 0 0 5 13 0 1 7 3 1 0 0 5
split_gain=2.11413 1.78869 1.49789 1.2165 1.25654 1.0796 1.78331 1.36215 1.11789 1.06137 0.98264 0.976066 0.814361 0.599353 0.881469 0.971178 1.0995 0.595034 0.583322 0.567703 0.561751 0.42349 0.585085 0.424557 0.66176 0.410999 0.64504 0.399892 0.372536 0.365543
threshold=0 1 2 3 4 2018.5000000000002 37.750000000000007 5 6 1992.5000000000002 32.500000000000007 7 33.175000000000004 8 9 10 39.07500000000001 2021.5000000000002 18.500000000000004 40.250000000000007 1.5000000000000002 11 16.750000000000004 1.0000000180025095e-35 12 2004.5000000000002 5.5000000000000009 42.250000000000007 43.675000000000004 5.5000000000000009
decision_type=9 9 9 9 9 10 10 9 9 10 10 9 10 9 9 9 10 8 10 10 8 9 10 10 9 8 8 10 10 8
left_child=10 -2 12 9 25 7 -7 -6 -9 29 -1 20 -3 -13 15 16 -15 -12 -17 -18 -10 22 -16 -23 -25 -5 -27 -20 -14 -4
right_child=1 2 3 4 5 6 -8 8 11 -11 17 13 28 14 21 18 19 -19 27 -21 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=2.6726536792409661e-06 3.6291032539637057e-05 4.7415253646363454e-05 1.832369837046599e-05 -0.00013954036672672032 3.1789190973299244e-05 0.0016634992652950586 1.1115386191988819e-05 -6.2237676936085509e-05 2.5899663259565385e-06 -7.0040711318775095e-05 -0.00086371957762544584 -4.8929360976757151e-05 8.8495915512964991e-06 0.0036759106687253864 2.4208188722241177e-06 -2.3751257270845371e-05 0.00037860577293240993 -6.8763750769562654e-05 1.1121946417702588e-06 -2.2956783338017317e-05 -3.3117763083509997e-05 -2.5318756208960736e-05 -3.1832489818555131e-05 -9.1055317525601263e-06 2.6714686263531464e-05 -1.5354020334186204e-05 -8.7130862290720761e-05 4.7404173620009261e-05 2.2034570796627408e-05 -4.2593952579643715e-05
leaf_weight=51 122 35 33 39 109 25 55 148 89 64 35 112 131 26 65 25 134 136 174 27 266 69 67 122 237 220 117 30 26 138
leaf_count=51 122 35 33 39 109 25 55 148 89 64 35 112 131 26 65 25 134 136 174 27 266 69 67 122 237 220 117 30 26 138
internal_value=-0.000635246 -0.000316642 -0.000547417 -0.000824313 -0.000516844 -6.70017e-05 0.00444444 -0.000282187 -0.000586767 -0.00349593 -0.00429185 -0.000233838 0.00275862 0.000363967 0.000688956 0.00206089 0.00414141 -0.00593023 0.00025 0.00308642 -0.00202186 -0.000350263 -0.00223776 0.000273349 0.000833333 -0.00258398 -0.00218935 0.00097561 0.00164557 -0.00197674
internal_weight=2927 2705 2583 2391 2156 1780 80 1700 1591 235 222 1443 192 1088 976 416 187 171 229 161 355 560 132 428 359 376 337 204 157 171
internal_count=2927 2705 2583 2391 2156 1780 80 1700 1591 235 222 1443 192 1088 976 416 187 171 229 161 355 560 132 428 359 376 337 204 157 171
cat_boundaries=0 18 40 43 70 72 77 78 79 109 112 113 114 123
cat_threshold=0 268435456 8192 524288 524288 64 33554432 0 0 32 8192 384 144 0 0 0 0 256 268435456 0 4 134217728 0 0 0 2147483648 0 32768 0 2048 0 1048576 0 0 0 0 0 0 0 524288 1 67072 1 16 8 0 0 65536 0 0 0 1 0 0 0 64 0 0 0 0 0 0 10240 128 0 0 8 0 0 68 131329 8324 268566530 0 0 4 32 144 10 0 0 0 0 0 0 262144 0 0 0 0 4 8192 512 0 0 0 0 0 0 0 0 4194304 0 0 0 0 0 0 4096 16388 0 524288 12 4 0 0 0 0 0 0 0 131072 67584
is_linear=0
shrinkage=0.04


Tree=527
num_leaves=31
num_cat=9
split_feature=8 7 4 7 12 12 4 2 2 7 0 9 1 0 1 2 0 2 2 2 0 2 1 2 0 5 2 2 8 12
split_gain=3.06928 2.3963 1.59814 1.36456 1.44197 1.39461 1.29883 1.32838 1.13361 0.927795 0.836054 0.968249 0.954146 0.798075 0.90633 0.72667 0.726097 0.61176 0.591413 0.625108 1.30466 1.30952 0.621276 0.608792 0.959802 0.540156 0.543425 0.691335 0.528089 0.728486
threshold=0 1 12415638000.000002 2 3 4 66350445000.000008 70.500000000000014 75.500000000000014 5 9.5000000000000018 6 4.5000000000000009 29.500000000000004 5.5000000000000009 161.00000000000003 39.07500000000001 37.500000000000007 6.5000000000000009 23.500000000000004 39.07500000000001 12.500000000000002 5.5000000000000009 187.50000000000003 16.750000000000004 1.0000000180025095e-35 103.50000000000001 7.5000000000000009 7 8
decision_type=9 9 8 9 9 9 8 10 10 9 10 9 10 10 10 10 10 8 10 10 10 10 8 10 10 10 10 8 9 9
left_child=13 2 -2 5 8 -3 -7 -8 10 -4 -5 28 -13 -1 25 -11 -16 -14 22 20 21 -20 -6 24 -21 26 27 -15 -12 -30
right_child=1 3 9 4 18 6 7 -9 -10 15 11 12 17 14 16 -17 -18 -19 19 23 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=6.776857613211007e-05 -0.00031472278623532194 -0.00013080967099796226 8.4956078892162176e-06 0.00015936971153440282 -0.00024748939993102681 5.3338936428488635e-05 2.797487171104507e-05 -8.8511413259908519e-05 -8.5931179691307597e-05 -3.9414192721167752e-05 2.3514297555458086e-05 -4.5227755762056181e-05 6.4021994618173035e-05 0.00024220784664080952 -2.9882181089533332e-05 -0.00016371701158860219 1.3916673372875721e-05 0.0014493189195723844 -2.9871038492359503e-05 -1.2438965195116226e-06 -2.8990301990710066e-05 0.00019243267012775789 -1.8727676455796426e-05 1.0059792690668701e-05 -7.7330057247628763e-05 1.8341641940367027e-06 0.0025764689588621791 1.2254283806711896e-05 8.4628666103014892e-06 -3.0803129063983191e-05
leaf_weight=38 72 109 103 28 103 73 242 41 144 230 106 39 182 27 43 35 43 26 27 81 92 35 61 31 118 74 25 115 145 434
leaf_count=38 72 109 103 28 103 73 242 41 144 230 106 39 182 27 43 35 43 26 27 81 92 35 61 31 118 74 25 115 145 434
internal_value=-0.000670544 -0.00116044 -0.00381375 -0.000592105 -0.00113049 0.00130252 0.00250681 0.00133803 -0.000286996 -0.00281843 0.000208117 0 0.00209302 0.00271277 0.00213415 -0.00398551 -0.00137931 0.00325359 -0.0027907 -0.00197403 0 0.00444444 -0.00484848 -0.00329004 -0.0041 0.00338843 0.00464286 0.00363636 -0.000775862 -0.00125424
internal_weight=2922 2557 440 2117 1652 465 356 283 1104 368 960 932 247 365 327 265 86 208 548 384 154 62 164 230 199 241 167 142 685 579
internal_count=2922 2557 440 2117 1652 465 356 283 1104 368 960 932 247 365 327 265 86 208 548 384 154 62 164 230 199 241 167 142 685 579
cat_boundaries=0 30 48 63 65 67 84 86 110 111
cat_threshold=0 12 0 134217728 2147549184 0 0 0 0 32768 0 2052 0 1049600 0 0 0 0 4096 0 2147483648 0 0 0 0 16384 0 0 0 8192 0 129 603979776 2097156 2 134217794 0 0 0 16 8224 0 16 0 0 32 1073745936 256 268566529 0 0 8192 32 0 33685504 8192 0 32 0 256 67108864 268435456 67108864 83984706 32 68190208 32 0 128 0 0 2 0 0 0 0 0 8224 0 0 0 0 0 4096 1 22560 0 0 0 0 0 0 262144 0 0 0 0 131072 0 0 0 0 0 0 0 0 0 0 0 8 16777536
is_linear=0
shrinkage=0.04


Tree=528
num_leaves=31
num_cat=12
split_feature=7 8 14 4 0 4 3 0 8 3 13 6 0 1 7 0 7 1 1 17 9 6 0 1 3 3 8 0 1 3
split_gain=2.33147 1.5552 1.59179 1.37755 1.27283 1.2008 1.11907 0.895058 0.857785 0.947927 0.837456 1.02961 1.6007 1.56606 0.891899 0.699446 0.653284 0.918701 0.637209 0.599286 0.797702 0.619556 1.06171 1.24004 0.928706 0.575112 0.722088 0.522684 0.506451 0.495557
threshold=0 1 2 5828530000.000001 15.500000000000002 40797.000000000007 2017.5000000000002 40.250000000000007 3 2010.5000000000002 4 5 38.20000000000001 4.5000000000000009 6 35.600000000000009 7 5.5000000000000009 4.5000000000000009 8 9 10 35.850000000000009 5.5000000000000009 2013.5000000000002 2005.5000000000002 11 27.750000000000004 5.5000000000000009 2004.5000000000002
decision_type=9 9 9 10 10 10 10 8 9 8 9 9 10 10 9 8 9 8 10 9 9 9 10 10 10 8 9 10 8 10
left_child=4 6 -3 5 -1 8 16 -7 9 -4 14 13 15 -12 -10 -13 -2 -18 -17 -16 21 -21 -23 24 29 -6 -27 -22 -11 -24
right_child=1 2 3 -5 25 7 -8 -9 10 28 11 12 -14 -15 19 18 17 -19 -20 20 27 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.3930148567692416e-06 2.6842516532923355e-05 -9.682243404778746e-05 2.3675263185367613e-05 -0.00040978270032816512 7.8305181147442227e-06 0.0001037892327612866 -4.8845860094530737e-05 -1.319419061182714e-05 3.5305229866153809e-05 -6.5325714680888324e-05 -6.4466326467425009e-05 -3.3673573842563089e-06 -0.00018999982295461848 0.0011918590154187214 -5.5134657599928969e-05 8.2988845712748122e-05 1.1232190784937756e-05 -7.1095988644742645e-06 0.0021077627629687967 1.2439821543424047e-05 -6.2025835673793501e-05 1.1223747734590007e-06 -0.00025911788290947866 2.8568283450738363e-05 -0.00042952262882813843 -3.4963222801778218e-05 -0.00011227335201034805 0.00013483227978564828 -5.8908709606981803e-05 3.5171870478762916e-05
leaf_weight=175 112 112 26 27 27 37 29 25 101 78 58 42 89 60 248 36 351 117 26 124 25 225 182 36 32 103 179 200 27 26
leaf_count=175 112 112 26 27 27 37 29 25 101 78 58 42 89 60 248 36 351 117 26 124 25 225 182 36 32 103 179 200 27 26
internal_value=-0.000728883 -0.000219334 -0.000798705 -0.000482481 -0.00323232 -0.000340376 0.00151613 0.00507937 -0.000548112 -0.00352113 -0.000262985 0.0015528 -0.000294118 0.00434109 -0.000743802 0.00304762 0.00192771 0.0011691 0.00571429 -0.00108206 -0.000557491 -0.00128931 -0.00191406 -0.00361011 -0.0046473 -0.00483871 -0.00537102 0.00144068 -0.0054717 -0.00363636
internal_weight=2935 2451 1842 1730 484 1703 609 62 1641 131 1510 311 193 118 1199 104 580 468 62 1098 850 625 501 276 240 309 282 225 105 208
internal_count=2935 2451 1842 1730 484 1703 609 62 1641 131 1510 311 193 118 1199 104 580 468 62 1098 850 625 501 276 240 309 282 225 105 208
cat_boundaries=0 18 48 49 76 77 78 95 112 113 115 116 139
cat_threshold=0 268435457 0 2560 0 66 0 537001984 33554432 16 32 0 268435600 0 0 0 0 256 268435456 12 0 0 0 0 0 2147483648 1 32768 0 4 8192 1049088 0 0 0 0 0 2048 384 0 4194304 0 0 16384 0 0 524288 8192 17 1073741824 0 4 0 65536 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 8192 0 0 0 8 0 0 68 6 392 131072 128 537919488 524288 0 0 0 0 0 0 0 0 67108864 0 0 0 128 0 16 1073741824 4 0 0 0 0 2048 0 0 0 0 0 67108864 0 4096 14 1 2084 192 0 0 0 0 0 0 0 0 0 0 0 131072 0 0 0 4096 0 0 0 0 0 0 16777216
is_linear=0
shrinkage=0.04


Tree=529
num_leaves=31
num_cat=12
split_feature=7 8 7 8 12 2 11 2 9 2 9 2 12 5 4 0 12 4 12 2 11 0 3 1 2 2 1 0 2 0
split_gain=3.04523 1.8747 1.4962 1.94694 2.09772 1.16141 1.07839 1.56932 1.05049 1.02257 1.00444 1.36615 0.957916 1.02364 0.953842 0.892959 0.864367 0.815831 0.784992 1.12169 0.783241 1.19166 1.09682 0.830116 0.787439 0.743587 0.732327 0.690821 1.4841 0.679552
threshold=0 1 2 3 4 2.5000000000000004 5 13.500000000000002 6 1.5000000000000002 7 647.00000000000011 8 3.5000000000000004 1514.5000000000002 39.07500000000001 9 2114435000.0000002 10 9.5000000000000018 11 15.500000000000002 2011.5000000000002 5.5000000000000009 61.500000000000007 50.500000000000007 5.5000000000000009 18.500000000000004 49.500000000000007 40.250000000000007
decision_type=9 9 9 9 9 10 9 8 9 10 9 8 9 8 10 10 9 8 9 8 9 10 8 10 10 8 10 10 10 10
left_child=1 16 5 18 6 -2 7 -5 15 -8 17 12 26 -14 -11 -3 27 -6 19 -4 -15 -22 -23 24 -24 -9 -12 28 -1 -16
right_child=2 8 3 4 10 -7 9 25 -10 14 11 -13 13 20 29 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.0099758149498827e-05 0.0013824414205522472 -0.00039699573450285185 0.00010673114454618827 1.6907604933038557e-05 3.9030166981568469e-05 9.5994817305466994e-06 -0.00019560555686815918 -0.00020446815195541035 -0.00013211239052274949 -2.5060672618835155e-05 2.1767825738869818e-05 5.2411546496173859e-05 -0.00057165935328747249 2.1337368634100075e-05 8.0409564906958053e-05 1.6689220809347205e-05 -2.7518129202164233e-05 -0.00010478464667770027 7.1592432388136731e-05 -1.7536280379886195e-05 -6.6034687450198246e-05 -0.00025642454202603917 -2.4337319125926627e-05 0.00068199368869890974 4.5700798105556828e-05 -6.3996656577565146e-05 0.0015310131805949113 9.9269414202467492e-05 6.1740474556977172e-05 -7.9021856883798588e-07
leaf_weight=54 28 26 29 31 52 203 49 43 270 457 206 79 29 172 33 90 194 139 128 81 26 77 190 41 45 48 40 25 28 29
leaf_count=54 28 26 29 31 52 203 49 43 270 457 206 79 29 172 33 90 194 139 128 81 26 77 190 41 45 48 40 25 28 29
internal_value=-0.000299015 -0.00260745 0.000414828 5.89681e-05 -0.000400668 0.00338843 -0.00211127 -0.00541353 -0.00443325 -0.00131261 0.00068654 0.00124454 0.000773881 -0.000135364 -0.000807692 -0.000944882 -0.000192308 -0.00188119 0.00337349 0.000661157 0.000253623 -0.000769231 -0.000169492 0.00101083 8.47458e-05 -0.00847826 0.00280156 0.00254237 0.000963855 0.00380952
internal_weight=2942 687 2255 2024 1786 231 690 122 386 568 1096 905 826 580 519 116 301 191 238 110 551 379 353 276 235 91 246 107 82 62
internal_count=2942 687 2255 2024 1786 231 690 122 386 568 1096 905 826 580 519 116 301 191 238 110 551 379 353 276 235 91 246 107 82 62
cat_boundaries=0 18 41 58 88 89 92 94 96 97 98 100 102
cat_threshold=16386 268435584 101711872 0 2 134225984 33554432 537001984 0 0 0 128 268435584 0 0 0 16 128 0 8 0 0 0 0 262144 0 0 0 0 131072 0 0 0 0 0 0 0 0 256 0 16777216 268566529 16 1610612736 532480 0 2 0 0 0 402653184 8192 256 67108864 0 0 0 1073741824 268435472 4 0 0 0 0 0 2147483648 0 0 0 0 10240 1048576 0 0 0 0 0 8192 128 0 0 0 0 32768 0 0 0 8192 141346 16416 0 524288 0 12308 0 12304 1097728 83976192 98338 32 32800 1024
is_linear=0
shrinkage=0.04


Tree=530
num_leaves=31
num_cat=10
split_feature=7 12 0 2 2 3 12 14 0 11 2 2 6 2 2 0 4 17 3 4 18 2 0 7 2 2 0 2 12 2
split_gain=2.14708 2.22524 1.34585 1.2922 1.7245 1.55177 1.25794 1.24799 1.2205 1.19614 1.14879 1.60845 1.04132 1.16485 1.49944 1.149 0.884383 0.731964 0.825017 0.867698 0.722355 1.0292 0.702274 0.699789 1.24598 0.708064 0.629815 0.617558 0.615428 0.795577
threshold=0 1 14.500000000000002 122.50000000000001 253.50000000000003 2020.5000000000002 2 3 29.500000000000004 4 11.500000000000002 45.500000000000007 5 99.000000000000014 68.500000000000014 39.07500000000001 72000.000000000015 6 1984.5000000000002 6789.5000000000009 7 595.00000000000011 18.500000000000004 8 39.500000000000007 13.500000000000002 18.500000000000004 20.500000000000004 9 5.5000000000000009
decision_type=9 9 10 8 8 8 9 9 10 9 8 8 9 10 10 10 10 9 8 10 9 10 10 9 10 10 10 10 9 10
left_child=3 9 -3 5 -5 -1 8 16 22 -2 -9 27 15 14 -14 -11 17 -4 -19 28 -6 -22 -7 24 -8 26 -25 -12 -20 -30
right_child=1 2 7 4 20 6 23 10 -10 12 11 -13 13 -15 -16 -17 -18 18 19 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-4.8963521361571339e-05 5.2967492474138566e-05 -0.00024998639406160095 -0.00010492780282742587 -0.00010767677542361298 -0.00017625997895947876 -1.7143645237069905e-05 2.2727465318439499e-06 6.6507247492744173e-05 -0.00013684187136540516 0.00036608353816337314 9.8552592774581172e-07 9.8817291567314671e-05 1.7960753299561816e-06 0.00019256942976632275 -0.00016591146202060258 4.9635897555901918e-05 -0.00045894441787467603 0.00063629134232812135 -0.00010060592900103416 1.1541023397541039e-05 0.00043109372593473692 -0.00017300909822811405 5.2893083841709654e-05 -4.0894686535750679e-05 -0.00012940740689749931 2.5013304583083597e-05 5.4529219411101341e-05 -0.0005825198016209043 7.377038468078467e-05 -7.3911611591270802e-06
leaf_weight=85 100 68 104 32 54 132 82 60 97 30 25 153 206 46 25 90 39 25 109 25 36 40 25 31 27 211 62 41 147 746
leaf_count=85 100 68 104 32 54 132 82 60 97 30 25 153 206 46 25 90 39 25 109 25 36 40 25 31 27 211 62 41 147 746
internal_value=-0.000304672 0.000419512 -0.000334836 -0.0019027 -0.00515337 -0.00122178 -0.000568862 -8.13559e-05 -0.00271698 0.00271654 0.00227586 0.001 0.00161765 0.000208333 -0.000948276 0.00458015 -0.000646766 -0.000449438 -0.000112888 -0.000291829 -0.00305344 -0.000519481 -0.000632911 0.000801887 -0.00183333 0.00177778 -0.00106383 -0.0041791 -0.000478564 -0.000110619
internal_weight=2953 2039 1542 914 162 752 667 1474 254 497 279 219 397 277 231 120 1195 1156 1052 1027 130 76 157 413 109 304 93 66 1002 893
internal_count=2953 2039 1542 914 162 752 667 1474 254 497 279 219 397 277 231 120 1195 1156 1052 1027 130 76 157 413 109 304 93 66 1002 893
cat_boundaries=0 18 20 22 23 25 26 27 28 37 38
cat_threshold=16384 268435584 34603008 2359300 524288 134225984 0 541196288 65536 134226944 0 128 144 0 67108864 0 1073741968 256 16780608 2 16794912 32 139264 49152 2147484672 70 17 4 0 0 1048576 2097152 0 0 0 0 65536 68288512
is_linear=0
shrinkage=0.04


Tree=531
num_leaves=31
num_cat=13
split_feature=7 9 7 0 12 11 12 12 0 9 12 5 4 12 3 3 0 12 9 3 0 12 0 3 0 0 0 3 5 3
split_gain=3.04472 1.67867 1.30171 1.72442 1.88646 1.41505 1.23941 1.19909 1.43887 1.42364 1.17747 1.09393 0.998555 1.25609 0.877153 0.856366 1.91186 0.859391 0.761305 0.627093 0.855938 0.709346 0.589965 0.538047 0.504042 0.486049 0.436722 0.428402 0.371962 0.86157
threshold=0 1 2 39.07500000000001 3 4 5 6 47.250000000000007 7 8 1.0000000180025095e-35 33.000000000000007 9 2004.5000000000002 1999.5000000000002 39.07500000000001 10 11 1996.5000000000002 12.250000000000002 12 21.500000000000004 2015.5000000000002 44.07500000000001 18.500000000000004 29.500000000000004 2005.5000000000002 4.5000000000000009 1999.5000000000002
decision_type=9 9 9 10 9 9 9 9 10 9 9 10 10 9 10 10 10 9 9 10 10 9 10 8 10 10 10 10 8 10
left_child=1 -1 5 4 25 12 -7 18 9 10 14 19 13 -2 -9 17 -17 -3 24 20 -6 -22 -21 27 28 -4 -19 -20 -5 -30
right_child=2 15 3 7 11 6 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18 26 23 22 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.6060374556801094e-05 -1.0557842455654055e-05 2.6468716781415937e-05 -9.3386340356715895e-07 -0.0003333742679754437 -8.4412569562317683e-05 4.8043459908484465e-05 -2.1656667997049796e-05 -2.0226560657476966e-07 -0.0001237265684237343 4.1435377270317985e-05 -0.00010383487596616448 -0.00012299436362525284 -0.00058846574987946097 -6.7645347079832167e-05 0.00017120168389890724 -9.0815763873806077e-05 8.5750274808518156e-05 0.00020442747363343727 6.1506826315849136e-05 -0.0001248763527315333 -6.2076348417932086e-05 1.6957344587673619e-05 -0.00012751187192336033 0.00013301948952030074 1.1151106023277181e-05 4.6092730851761135e-05 1.6465446931412942e-05 -4.6321355126153208e-05 3.2028993396657766e-05 -0.00016216496746864097
leaf_weight=100 109 110 72 44 37 114 369 107 57 238 254 32 36 147 32 26 51 34 46 25 113 104 31 234 26 66 200 25 34 29
leaf_count=100 109 110 72 44 37 114 369 107 57 238 254 32 36 147 32 26 51 34 46 25 113 104 31 234 26 66 200 25 34 29
internal_value=-0.000372029 0.00236842 -0.000978261 -0.000321583 -0.00232848 -0.00231552 -0.000931174 0.000532387 -0.000515021 3.16456e-05 -0.00143564 -0.00385269 -0.00448845 -0.00373541 0.00146667 0.00347222 -0.00025641 0.0044058 0.00213808 -0.00321543 -0.00235294 -0.00137615 -0.00701754 0.00322785 -0.000416667 0.00161074 0.00261224 0.000277778 -0.00166667 0.0003125
internal_weight=2902 521 2381 1606 480 775 483 1126 688 631 393 342 292 256 139 421 77 344 438 310 254 217 56 305 133 138 234 71 107 63
internal_count=2902 521 2381 1606 480 775 483 1126 688 631 393 342 292 256 139 421 77 344 438 310 254 217 56 305 133 138 234 71 107 63
cat_boundaries=0 17 19 37 39 42 43 45 47 48 49 51 53 55
cat_threshold=131074 144 536879104 262148 34 8256 0 8192 33554432 48 32768 0 0 268435456 67108864 32 4096 0 24592 0 268435457 101711872 2097152 0 0 33554432 537001984 65536 0 8224 384 144 0 0 0 1073741840 256 198912 2 16388 2147483648 524288 24610 17894464 34 0 18592 57344 1081410 74816 32 0 20484 1056864 32
is_linear=0
shrinkage=0.04


Tree=532
num_leaves=31
num_cat=12
split_feature=8 7 9 0 8 0 0 3 2 14 7 12 0 2 2 1 0 9 12 3 2 2 18 2 12 6 2 2 2 3
split_gain=2.40977 1.88117 1.79953 1.36692 1.18461 0.971302 1.71441 1.13937 1.08221 0.727584 1.08516 1.27245 0.802437 0.790163 0.699434 0.715066 0.695297 0.636184 2.06595 1.09327 0.909598 1.06743 0.892976 1.06399 0.835588 1.81481 1.33754 0.937408 0.978252 0.793697
threshold=0 1 2 39.07500000000001 3 29.500000000000004 35.850000000000009 1989.5000000000002 69.500000000000014 4 5 6 36.400000000000006 52.500000000000007 28.500000000000004 4.5000000000000009 51.32500000000001 7 8 2006.5000000000002 3.5000000000000004 20.500000000000004 9 81.500000000000014 10 11 85.500000000000014 100.50000000000001 16.500000000000004 2007.5000000000002
decision_type=9 9 9 10 9 10 10 10 10 9 9 9 10 8 10 10 8 9 9 10 8 10 9 10 9 9 8 8 10 10
left_child=-1 2 3 -2 5 -3 -7 8 -8 14 11 12 13 -11 15 -6 17 22 19 -19 -20 -22 23 -12 27 26 -26 28 -24 -27
right_child=1 4 -4 -5 9 6 7 -9 -10 10 16 -13 -14 -15 -16 -17 -18 18 20 -21 21 -23 24 -25 25 29 -28 -29 -30 -31
leaf_value=-9.2989558608920215e-05 4.7001242826603117e-05 3.3201284340691471e-05 0.00011080346477555736 -0.00012552385246895171 1.4608351958180776e-05 -0.00030856368224874587 2.5110390961486928e-05 0.00018281303143190543 -0.00057581847039582361 -4.7097342125468343e-06 5.0994999293152429e-06 -3.6671507913474952e-05 -2.1603768735047881e-05 1.8102182772388177e-05 -7.9974454792761668e-05 -0.0010528404817644343 -4.9001160684873922e-05 -7.5443479650374461e-05 -0.00025998758317218317 -0.00081143255408623106 6.083361797045939e-05 -2.5025651320618182e-05 7.0993848889528972e-05 0.0036497954322177863 -1.2173055273692057e-05 0.00011446358699934933 -0.00013343086450909425 0.00039898937969443441 -8.9731445806506831e-06 -0.0004451716515946913
leaf_weight=127 28 27 129 90 76 27 105 26 28 80 90 282 105 40 93 27 50 231 28 34 165 114 150 27 284 137 63 68 215 37
leaf_count=127 28 27 129 90 76 27 105 26 28 80 90 282 105 40 93 27 50 231 28 34 165 114 150 27 284 137 63 68 215 37
internal_value=-0.000489276 -0.000237182 0.00302326 -0.000620155 -0.000557252 0.00223214 0.00128342 0.002875 0.00134328 -0.000814292 -0.000597015 -0.00220077 8.47458e-05 0.00231405 -0.00309179 -0.000961538 -0.000105634 3.64964e-05 -0.00102916 -0.00355072 0.00119497 0.00192857 0.000609982 0.00389831 0.000209424 -0.000864662 -0.00251397 0.00148649 0.000710383 0.00237838
internal_weight=2983 2856 247 118 2609 213 186 159 133 2396 2200 507 225 120 196 103 1693 1643 572 265 307 279 1071 117 954 521 347 433 365 174
internal_count=2983 2856 247 118 2609 213 186 159 133 2396 2200 507 225 120 196 103 1693 1643 572 265 307 279 1071 117 954 521 347 433 365 174
cat_boundaries=0 27 45 47 76 77 94 96 98 100 101 103 104
cat_threshold=16 0 0 0 0 0 524288 0 1 0 0 33685504 64 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 64 2 0 0 2097152 32 0 0 0 0 134225952 32768 0 0 0 0 0 4096 32896 0 10240 268435456 1050628 4 0 0 0 0 0 0 32768 0 2048 8192 0 0 0 0 0 0 0 0 0 0 0 0 32768 0 0 524288 131088 268566529 144 0 262656 0 64 0 268566528 33556480 16 0 128 16 0 0 0 128 83897378 2 1073741824 26624 240896 32 4 1296384 32 394
is_linear=0
shrinkage=0.04


Tree=533
num_leaves=31
num_cat=12
split_feature=8 4 13 11 12 3 8 2 2 3 4 12 3 11 3 12 2 2 8 2 2 2 2 2 2 12 1 3 11 13
split_gain=2.85078 1.48607 1.64011 1.82126 1.91202 1.58117 1.34336 1.04856 1.28139 1.01386 0.965434 1.0292 0.839365 0.802978 1.23129 1.06589 1.15126 1.16244 0.922437 0.768896 2.12475 1.10279 0.913712 0.832924 0.75806 0.753205 0.766389 0.678958 0.697086 0.699098
threshold=0 5039060000.000001 1 2 3 1996.5000000000002 4 27.500000000000004 13.500000000000002 2013.5000000000002 133.00000000000003 5 2001.5000000000002 6 2012.5000000000002 7 2.5000000000000004 39.500000000000007 8 416.00000000000006 67.500000000000014 90.500000000000014 45.500000000000007 36.500000000000007 34.500000000000007 9 5.5000000000000009 2019.5000000000002 10 11
decision_type=9 10 9 9 9 10 9 10 10 10 8 9 10 9 8 9 10 10 9 10 10 10 10 10 10 9 10 10 9 9
left_child=19 2 3 4 12 7 -4 8 -5 25 -8 -12 -2 14 -13 16 -15 -18 -17 20 22 -22 23 -1 -16 -6 -27 28 -20 -30
right_child=1 -3 6 5 9 -7 10 -9 -10 -11 11 13 -14 15 24 18 17 -19 27 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=1.4367765951845969e-05 -2.5778273366050543e-05 -1.9029888643373737e-05 -5.0511868244669247e-05 -9.7686122291236192e-05 3.4394328243756431e-05 -0.00037912758383829015 0.0001990632381032853 -7.9009806355188067e-05 4.8891867929441448e-05 9.7988429184638903e-05 1.6647840687262773e-05 -0.00013941005565420994 -0.00026011577054458002 -0.0004156285195456633 2.2668445762121792e-05 5.8763944283981574e-05 4.3128938087733108e-06 -0.00042963524684509481 -2.8060052174936347e-05 0.00020015343457497893 -9.6045273013416473e-05 -2.9859759177952586e-06 0.0008279508164383742 -6.8895444384651225e-05 0.00066742006123668321 -1.1607720869797334e-05 -0.00012346612101907795 -0.00020346619284929092 -1.9933923520980555e-05 6.0921009666010663e-05
leaf_weight=443 120 48 111 38 106 46 38 61 38 43 228 27 26 59 59 103 118 52 197 38 43 61 41 33 37 180 25 28 328 182
leaf_count=443 120 48 111 38 106 46 38 61 38 43 228 27 26 59 59 103 118 52 197 38 43 61 41 33 37 180 25 28 328 182
internal_value=-0.000601758 -0.00126462 -0.0011195 -0.00273775 -0.001409 -0.00608247 -0.000392902 -0.0042029 -0.00103896 0.000219178 -5.45331e-05 -0.000225511 -0.00509554 -0.000699417 0.00223881 -0.00105751 -0.00341667 -0.00187135 -0.000376914 0.00170149 0.00138264 -0.00380952 0.00243243 0.00192872 0.00453608 -0.000576923 -0.00194444 -0.000884718 -0.000649718 0.000153551
internal_weight=2957 2298 2250 683 500 183 1567 137 76 354 1456 1418 146 1190 123 1067 229 170 838 659 621 104 517 476 96 311 205 735 707 510
internal_count=2957 2298 2250 683 500 183 1567 137 76 354 1456 1418 146 1190 123 1067 229 170 838 659 621 104 517 476 96 311 205 735 707 510
cat_boundaries=0 30 31 32 33 54 55 57 58 79 80 83 84
cat_threshold=268435456 4 0 134217728 2147549184 1 262144 2147483648 0 32768 0 2048 2048 1049088 268435456 0 0 0 4096 10240 0 0 0 8 0 16384 0 0 524288 4096 4 16420 67274016 1073741840 0 0 0 0 0 0 0 0 0 0 131072 8192 0 0 0 0 0 0 0 2147483904 16917504 16384 2147485184 68159552 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 128 1116224 32 0 524288 2
is_linear=0
shrinkage=0.04


Tree=534
num_leaves=31
num_cat=14
split_feature=11 8 8 3 3 11 3 12 9 13 12 0 0 0 3 3 0 8 4 5 12 13 11 0 6 4 0 3 0 12
split_gain=1.65223 1.78856 0.995664 1.14329 1.35665 0.987757 1.86729 1.39393 1.10501 1.05878 0.915293 0.900524 0.710683 1.19252 0.690227 1.22173 0.623103 0.613831 0.647139 0.595329 0.59203 0.95477 0.755325 1.38527 0.574957 0.531903 0.508129 0.490932 0.4834 0.441057
threshold=0 1 2 2015.5000000000002 2004.5000000000002 3 2013.5000000000002 4 5 6 7 47.750000000000007 47.750000000000007 42.960000000000008 1995.5000000000002 2003.5000000000002 36.400000000000006 8 2867949500.0000005 4.5000000000000009 9 10 11 16.750000000000004 12 5544455000.000001 28.500000000000004 2002.5000000000002 32.500000000000007 13
decision_type=9 9 9 10 10 9 10 9 9 9 9 10 10 10 8 8 10 9 8 8 9 9 9 10 9 8 8 8 10 9
left_child=28 10 3 4 11 6 7 9 19 -4 25 27 13 14 -9 -16 -17 -10 -19 -7 22 -22 23 -20 -23 -2 -26 -3 -1 -29
right_child=1 2 5 -5 -6 8 -8 12 17 -11 -12 -13 -14 -15 15 16 -18 18 20 -21 21 24 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-0.00015867785881340524 0.00059118536601516787 1.937381820248163e-05 -3.4589823362765063e-05 -6.0969412280229567e-05 4.3026964754773192e-05 -4.5254441804232214e-06 3.90034956569707e-05 -0.00099710159540975949 5.5861666416454626e-05 -0.00016244282473589777 -6.4694271427541143e-05 8.776336251706596e-05 -4.7542026131779385e-05 0.00072231063549288877 0.0010472142898663606 -3.2596509812954369e-05 1.4000742057618253e-06 4.9593000461669593e-05 9.0099558435241543e-06 8.2693816108161399e-05 4.5294312607069291e-06 -3.5132265951887123e-06 7.6101201512415175e-05 -9.1280883841733383e-05 -2.4747142431387203e-05 -6.1133318031636466e-06 -0.00040162663989374181 2.0523467468436251e-05 -4.5254247060348976e-05 -9.7243025501825292e-06
leaf_weight=25 25 32 219 28 31 30 110 27 104 118 227 29 27 25 25 52 372 69 87 81 243 132 125 45 134 89 54 149 86 155
leaf_count=25 25 32 219 28 31 30 110 27 104 118 227 29 27 25 25 52 372 69 87 81 243 132 125 45 134 89 54 149 86 155
internal_value=-0.000196211 0 0.000373906 0.00211494 0.0027204 9.56938e-06 -0.000912779 -0.00154734 0.000825112 -0.00350575 -0.00267045 0.00202186 -0.000222635 0.000119522 -0.00033543 4.44444e-05 -0.000470588 0.000378486 2.22222e-05 0.00442623 -0.000292326 -0.00101045 0.00126866 -0.000839161 -0.00241692 0.00032 -0.0038191 0.00142433 -0.0047541 0.000918033
internal_weight=2955 2844 2503 424 396 2079 975 865 1104 337 341 365 528 501 476 449 424 993 889 111 820 563 257 132 320 114 188 336 111 304
internal_count=2955 2844 2503 424 396 2079 975 865 1104 337 341 365 528 501 476 449 424 993 889 111 820 563 257 132 320 114 188 336 111 304
cat_boundaries=0 3 33 63 66 68 70 71 73 96 98 99 100 101 102
cat_threshold=3 1581568 4096 16 2048 4 0 0 1 262144 0 0 0 0 33554432 64 1048576 0 0 0 0 33554432 0 2147483648 0 0 0 0 1073758208 4 0 524288 4096 0 12 0 0 0 0 0 0 0 32768 0 2052 0 1536 0 0 0 0 4096 10240 0 0 0 0 0 0 64 0 0 8192 67141636 65536 524288 18014208 32 0 4100 10 34880 32 0 0 0 0 0 0 0 0 0 0 0 131072 0 0 0 4096 0 0 0 0 256 0 4194304 1059904 2 2 32 134 67586
is_linear=0
shrinkage=0.04


Tree=535
num_leaves=31
num_cat=10
split_feature=2 12 4 11 2 1 9 12 5 12 9 1 0 0 2 2 12 1 2 4 11 2 0 0 2 2 6 0 2 13
split_gain=1.05382 1.13775 1.23753 0.93777 0.712233 0.707139 0.642695 1.37165 1.08736 0.672551 1.17918 1.46709 0.927861 1.81121 1.15461 1.10847 0.774712 0.628031 1.09757 0.598071 0.556871 0.768868 0.497067 0.878676 0.703047 0.487466 0.44357 0.713685 0.81779 0.443199
threshold=58.500000000000007 0 5157000000.000001 1 53.500000000000007 3.5000000000000004 2 3 1.5000000000000002 4 5 5.5000000000000009 39.07500000000001 32.500000000000007 47.500000000000007 33.500000000000007 6 1.0000000180025095e-35 9.5000000000000018 1732015000.0000002 7 35.500000000000007 35.850000000000009 40.250000000000007 71.500000000000014 7.5000000000000009 8 23.500000000000004 13.500000000000002 9
decision_type=10 9 8 9 10 10 9 9 8 9 9 8 8 10 8 8 9 10 10 10 9 10 10 10 10 10 9 10 10 9
left_child=4 2 -2 -3 6 -4 7 -1 -9 12 11 -11 13 14 16 -15 -8 -12 25 26 21 -20 24 -24 -5 -19 -10 -28 -29 -22
right_child=1 3 5 22 -6 -7 9 8 19 10 17 -13 -14 15 -16 -17 -18 18 20 -21 29 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=6.2856407544558128e-05 9.9875142718239829e-05 -4.6758654475631549e-05 -0.00052964978246301093 -6.1539494261104722e-05 0.00019606748415789354 -1.8200327377577709e-05 1.7799386745416257e-05 3.9842303837929198e-05 -0.00091329708800024889 1.2649754349212117e-05 0.00046258279264627334 0.0012362393425027207 3.7099291932207734e-06 -0.0001195961326786943 -0.00070500718808830243 -8.9676744308064824e-06 -1.7527597744724232e-05 -4.5916614212089256e-05 7.8146522143995874e-06 1.9105964692371912e-05 8.6048968393583896e-05 -0.00015616270845555391 -5.5075969380133927e-05 0.00072671902199221709 1.7348316946979025e-05 -6.4417294487419954e-05 -5.9597705792313603e-05 -3.9380979146841358e-05 0.00010465835119372713 1.3453254606687891e-06
leaf_weight=123 34 104 30 28 39 210 110 33 115 110 48 26 758 49 37 27 136 143 94 27 108 25 90 30 112 26 42 72 32 114
leaf_count=123 34 104 30 28 39 210 110 33 115 110 48 26 758 49 37 27 136 143 94 27 108 25 90 30 112 26 42 72 32 114
internal_value=-0.000190931 -0.00162754 -0.00350877 -0.000106667 0.00020915 -0.0046473 0.000115248 -0.00123077 -0.00259036 0.000450055 0.00141844 0.00462585 -0.000159574 -0.00183333 -0.000352113 -0.00727273 0.000647773 0.00056239 0.000156556 -0.00346021 0.00146199 -0.000769231 0.00118081 -0.000661157 0.00283688 -0.00247059 -0.0040458 -0.00203822 -0.000380952 0.00257511
internal_weight=2932 638 274 364 2294 240 2255 444 321 1811 694 136 1117 359 283 76 246 558 510 288 341 119 260 120 140 169 261 146 104 222
internal_count=2932 638 274 364 2294 240 2255 444 321 1811 694 136 1117 359 283 76 246 558 510 288 341 119 260 120 140 169 261 146 104 222
cat_boundaries=0 1 2 4 6 8 10 11 12 13 14
cat_threshold=17892610 32772 131841 24592 83200 32 123906 32 0 4100 90112 16388 196 2
is_linear=0
shrinkage=0.04


Tree=536
num_leaves=31
num_cat=11
split_feature=8 8 2 3 13 2 11 2 13 2 6 2 3 4 0 0 9 6 8 3 2 2 2 15 1 2 15 2 4 5
split_gain=2.28524 1.62902 0.983209 1.72248 0.857334 0.854469 0.815092 0.973697 1.2546 1.10643 1.07667 1.32262 2.20018 1.08675 0.965511 0.964686 0.947416 1.18264 1.13765 0.87333 0.811289 0.808412 0.761074 0.979763 0.714507 1.18433 0.64802 0.557867 0.541723 0.531289
threshold=0 1 61.500000000000007 2002.5000000000002 2 1550.0000000000002 3 41.500000000000007 4 49.500000000000007 5 21.500000000000004 1994.5000000000002 45.000000000000007 47.750000000000007 42.250000000000007 6 7 8 2019.5000000000002 1.5000000000000002 30.500000000000004 27.500000000000004 9 1.0000000180025095e-35 23.500000000000004 10 20.500000000000004 40797.000000000007 4.5000000000000009
decision_type=9 9 10 8 9 8 9 10 9 10 9 8 10 10 8 10 9 9 9 8 10 8 8 9 10 10 9 10 8 8
left_child=2 5 4 -4 -1 27 -3 8 16 -9 11 12 13 20 15 22 19 18 -18 -8 -10 -20 23 -12 -13 -26 -11 -2 -28 -6
right_child=1 6 3 -5 29 -7 7 9 10 26 14 24 -14 -15 -16 -17 17 -19 21 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0001814879652359025 -0.00011178036544755799 -2.6056544312211829e-05 2.0903394496727402e-05 -7.8384921930236824e-05 2.0986579237103342e-05 9.3927114662761833e-06 0.002167362151926895 -0.00023970972954224124 6.7009029331615013e-05 -4.411444483309879e-07 -5.8914038393425021e-05 -2.0640962597440195e-05 0.00026528227681126281 2.0980249306035149e-05 -9.9145760224175211e-05 0.00023640545773993439 -1.1621036907456528e-05 1.7676617711934739e-05 -0.00012790404269416911 8.3254057514636778e-08 -5.7267534959031255e-05 5.6864001414425051e-06 -0.00019197935960818313 0.00013041676148169756 0.00075387209041682729 2.7857184539712421e-05 -0.0005877349143150923 -0.00016656347654993907 -3.1351318380217208e-05 6.809208000007061e-06
leaf_weight=137 40 167 25 115 33 28 25 75 31 396 169 25 50 37 31 50 120 116 145 97 190 25 75 127 28 115 33 32 124 302
leaf_count=137 40 167 25 115 33 28 25 75 31 396 169 25 50 37 31 50 120 116 145 97 190 25 75 127 28 115 33 32 124 302
internal_value=-0.000101215 -0.000668925 0.00205457 -0.000851064 0.00295983 -0.00540541 -0.000433245 -0.000210024 0.000356898 -0.00152623 0.00123536 0.0025462 0.0010356 -0.00046332 -0.000172786 0.000331754 -0.00118738 -0.00211031 -0.00345515 0.00180451 -0.00153153 -0.00552486 -0.000376344 0.000538721 0.00544379 0.00652778 -0.000902527 -0.00821918 -0.00297619 0.0016763
internal_weight=2963 2351 612 140 472 100 2251 2084 1456 628 928 476 308 258 452 421 528 406 290 122 221 170 371 296 168 143 553 72 157 335
internal_count=2963 2351 612 140 472 100 2251 2084 1456 628 928 476 308 258 452 421 528 406 290 122 221 170 371 296 168 143 553 72 157 335
cat_boundaries=0 30 56 57 60 61 62 64 65 88 89 90
cat_threshold=268435456 12 4 0 0 0 0 2147483648 1 32768 0 133120 10240 1049088 0 4096 0 0 0 2048 0 0 0 0 0 268468224 0 0 0 4096 1073741824 0 0 134217728 0 0 524288 0 0 0 0 256 0 0 0 0 0 0 0 8192 2147483648 0 0 8 0 1073741824 4 16384 1048576 524288 12 152 0 20608 394 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 16777216 67108864 2214592512
is_linear=0
shrinkage=0.04


Tree=537
num_leaves=31
num_cat=10
split_feature=7 8 12 12 2 9 12 7 6 2 2 2 2 4 6 2 2 3 2 12 1 2 2 2 2 2 2 3 4 3
split_gain=2.88819 2.39984 2.33802 2.15122 1.8323 1.65848 1.59087 1.39902 1.24664 1.42256 1.4683 1.11157 1.088 1.08372 1.03257 2.25059 1.12215 0.925218 0.818735 0.707621 0.891169 0.690647 1.19403 0.624801 0.878895 0.6091 0.606853 0.594852 1.40648 0.565657
threshold=0 1 2 3 80.500000000000014 4 5 6 7 94.500000000000014 25.500000000000004 111.00000000000001 54.500000000000007 353375000.00000006 8 2178.5000000000005 71.500000000000014 2010.5000000000002 12.500000000000002 9 5.5000000000000009 26.500000000000004 44.500000000000007 19.500000000000004 30.500000000000004 8.5000000000000018 352.00000000000006 1998.5000000000002 45.000000000000007 2017.5000000000002
decision_type=9 9 9 9 8 9 9 9 9 8 10 8 10 8 9 8 8 10 10 9 8 10 10 10 10 10 8 10 10 8
left_child=3 6 14 4 7 8 -2 12 9 10 -4 -8 23 -10 16 19 25 -5 -9 21 -21 29 -23 -1 -25 -3 -18 28 -7 -16
right_child=1 2 5 17 -6 27 11 18 13 -11 -12 -13 -14 -15 15 -17 26 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=8.9925051774386584e-06 0.00036983429478084419 -3.8309795401971767e-05 -2.9505381650558605e-05 -1.1519361244936021e-05 -0.00032792651358352741 -0.00025437669411083164 -1.4228309554731312e-05 -0.00027740498255592885 0.00023545869419422161 -0.00056697288093147339 0.00016658067422643086 7.4509894318666175e-05 4.4664009934436423e-05 2.8018304351817849e-05 6.4084858531323621e-05 -0.00031370707635680617 0.00042917589975857598 0.00051365578174817023 -3.6603693926480217e-05 -6.5981955412652835e-06 -0.00011508465569150417 9.8881716260166294e-05 2.5120330072070375e-06 -1.9649751996375642e-05 -1.0986156008350179e-05 -0.00021241331061339964 -2.4729039492150662e-05 1.2378066163165613e-05 1.6150004406512152e-05 -1.8946874398224624e-05
leaf_weight=48 104 92 88 358 90 113 150 62 29 33 40 55 30 327 54 39 45 25 111 96 31 49 89 28 48 258 94 49 29 224
leaf_count=48 104 92 88 358 90 113 150 62 29 33 40 55 30 327 54 39 45 25 111 96 31 49 89 28 48 258 94 49 29 224
internal_value=-0.000539979 0.000247737 -0.000324022 -0.00256473 -0.00453271 0.00144645 0.0034375 -0.00323171 0.00261364 -0.000348837 0.00155039 0.0012037 -0.000242424 0.00392371 -0.00149723 -0.000337268 -0.00284 -0.00035533 -0.00554348 0.000330882 -0.00217391 0.00112412 0.00345324 -0.00192 -0.00415584 -0.00410256 0.000142857 -0.00168317 -0.00307692 0
internal_weight=2888 2088 1779 800 417 708 309 327 517 161 128 205 154 356 1071 582 489 383 173 543 127 416 138 124 76 350 139 191 142 278
internal_count=2888 2088 1779 800 417 708 309 327 517 161 128 205 154 356 1071 582 489 383 173 543 127 416 138 124 76 350 139 191 142 278
cat_boundaries=0 18 47 49 50 52 54 63 64 65 66
cat_threshold=16384 268435473 637534208 0 0 134217792 0 272760832 65536 9264 8192 256 128 0 0 0 1073741968 256 16 4 0 0 0 1 0 0 0 0 0 0 0 1049088 268435456 0 0 0 0 10240 128 0 4194304 0 0 16384 0 0 524288 180546 32 68396034 0 14340 33088 32 0 0 0 0 0 0 0 131072 65536 258 140 33090
is_linear=0
shrinkage=0.04


Tree=538
num_leaves=31
num_cat=7
split_feature=8 8 4 4 2 4 3 3 11 2 4 2 17 4 11 2 6 2 2 2 5 5 16 1 2 2 2 2 2 2
split_gain=2.69953 1.19556 0.912568 0.848957 0.879014 0.722484 0.709171 1.3214 1.09066 0.721411 0.679305 0.947274 0.85356 1.03002 1.09289 0.879249 0.852654 0.798111 0.712823 0.654713 1.47023 1.10263 0.593843 0.517427 0.490493 0.847316 0.626948 0.609758 0.652784 0.476994
threshold=0 1 2867949500.0000005 9330535000.0000019 80.500000000000014 5544455000.000001 2008.5000000000002 1992.5000000000002 2 14.500000000000002 313.50000000000006 4.5000000000000009 3 111.00000000000001 4 15.500000000000002 5 37.500000000000007 1.5000000000000002 16.500000000000004 1.5000000000000002 1.5000000000000002 6 5.5000000000000009 155.00000000000003 103.50000000000001 277.00000000000006 99.000000000000014 84.500000000000014 9.5000000000000018
decision_type=9 9 10 10 10 8 10 10 9 10 10 10 9 10 9 8 9 10 8 10 8 8 1 8 10 10 10 10 10 10
left_child=6 5 10 -4 -5 -2 7 8 -1 -10 12 -12 19 14 15 -14 24 29 -18 20 -3 -21 -20 -17 25 27 -26 28 -16 -13
right_child=1 2 3 4 -6 -7 -8 -9 9 -11 11 17 13 -15 16 23 18 -19 22 21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-8.008170446132113e-06 -1.1686950341243118e-05 0.00085622354446773135 -0.00034138061725840884 4.6787792164622037e-05 -0.00013056764474320915 -6.0212375554229424e-05 3.4718589787701149e-05 -6.8308003965142922e-05 1.1315480445723835e-05 7.2961265681854577e-05 -0.00010978764297068011 1.4923978997245514e-05 5.9517999004086167e-05 -0.00011538032266617649 -1.7979321778511804e-05 -2.7234291628488452e-05 -0.0010556127874133737 -1.5608113294440785e-05 2.684075465360536e-05 -0.00072274723812302709 -4.37288509429834e-05 -4.5557524313117883e-05 -1.2947723904481735e-05 0.0010028244610673198 -8.9927668994107542e-05 2.3749679668512158e-05 -4.6815080102646792e-06 -3.7052818555807219e-05 0.00093571079594738653 0.001368383312045296
leaf_weight=109 30 42 46 37 30 85 51 43 152 157 44 40 25 30 766 47 28 56 468 38 127 172 48 40 27 39 27 36 31 53
leaf_count=109 30 42 46 37 30 85 51 43 152 157 44 40 25 30 766 47 28 56 468 38 127 172 48 40 27 39 27 36 31 53
internal_value=-0.000547009 -0.00110607 -0.000892548 -0.00438596 -0.00147059 -0.00492063 0.00206501 0.00160173 0.00229117 0.0034375 -0.000713959 0.00154639 -0.000933735 -0.00051756 -0.000379027 0.00325203 -0.000675219 0.00306667 0.000576577 -0.00261538 -0.000823529 -0.00417062 0.000928433 0.00159091 -0.00140875 -0.00119129 -0.00509091 -0.00146283 -0.00122807 0.00531915
internal_weight=2924 2412 2297 113 67 115 512 461 418 309 2184 193 1991 1612 1582 112 1470 149 544 379 169 210 516 87 926 872 54 833 797 93
internal_count=2924 2412 2297 113 67 115 512 461 418 309 2184 193 1991 1612 1582 112 1470 149 544 379 169 210 516 87 926 872 54 833 797 93
cat_boundaries=0 30 59 61 62 65 66 67
cat_threshold=0 8 0 0 2147483648 1 0 0 1 32768 0 133124 0 1048576 0 0 0 0 0 2048 384 0 0 8 0 32768 0 0 0 12288 1073741824 2048 0 0 0 0 0 0 0 0 0 256 64 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 64 0 524288 32 1024 14 32768 512 524288 332 2
is_linear=0
shrinkage=0.04


Tree=539
num_leaves=31
num_cat=8
split_feature=7 8 7 2 9 2 8 11 2 8 0 2 2 2 2 0 2 2 6 2 2 2 2 3 4 2 3 0 3 2
split_gain=2.97051 1.93038 1.20587 3.52272 1.71171 1.75183 1.26361 1.60831 0.994909 0.963674 1.00622 1.05994 0.904794 0.999522 0.900721 0.898217 0.938962 1.83108 0.83405 0.937757 1.06516 0.825397 0.797377 1.32511 0.788799 0.916213 0.722306 0.724078 0.695354 0.685199
threshold=0 1 2 144.50000000000003 3 47.500000000000007 4 5 23.500000000000004 6 42.960000000000008 6.5000000000000009 84.500000000000014 10.500000000000002 90.500000000000014 44.07500000000001 12.500000000000002 3.5000000000000004 7 9.5000000000000018 2.5000000000000004 3.5000000000000004 92.500000000000014 1994.5000000000002 1158870000.0000002 6.5000000000000009 1976.5000000000002 39.07500000000001 2005.5000000000002 17.500000000000004
decision_type=9 9 9 10 9 10 9 9 10 9 10 8 10 10 8 10 10 8 9 8 10 8 10 10 8 10 10 10 10 10
left_child=9 24 3 4 5 15 12 14 -6 -1 11 -11 13 21 -8 16 17 -3 -9 20 -20 -4 26 -24 -2 -26 -21 -28 -29 -18
right_child=1 2 6 -5 8 -7 7 18 -10 10 -12 -13 -14 -15 -16 -17 29 -19 19 22 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-1.3776961970677349e-05 -4.184775801121532e-05 -2.2526922650740746e-05 -9.1963649740023361e-06 0.0027841648617828343 -0.00036199506895393088 -6.1567115439906673e-05 -0.00025149001780782498 -4.5328844352638951e-05 9.6013614018630734e-06 7.3875147753454945e-06 -2.6443761101546669e-06 -6.856633571974414e-05 -9.685753485335625e-05 -2.006065368860277e-06 -1.4467976293062179e-05 -4.7121969556016552e-05 -8.5810982496781205e-05 0.00041464125072238289 2.5582700489295007e-05 5.4437490216940892e-06 -7.6524110767905998e-05 -0.00065109725880670762 1.7543591465596365e-06 -0.00017181160300218325 0.00083467669127848868 6.5887827813497778e-05 0.00079623785080784159 0.0003067645276390252 1.1916500919539885e-06 4.0796989343938608e-05
leaf_weight=107 35 27 28 34 77 94 77 197 35 31 59 190 29 121 47 33 39 83 98 559 203 62 130 27 32 153 34 60 81 138
leaf_count=107 35 27 28 34 77 94 77 197 35 31 59 190 29 121 47 33 39 83 98 559 203 62 130 27 32 153 34 60 81 138
internal_value=-0.000356042 0.000149371 -0.000197935 0.00140105 0.000607211 0.00178824 -0.000714286 -0.000275591 -0.00357724 -0.00356784 -0.004811 -0.00621622 -0.00334661 -0.00254717 -0.00444444 0.00323988 0.00395833 0.00684685 0.000128571 0.000532003 -0.00139073 -0.00571429 0.00118834 -0.00139241 0.00363636 0.00483871 0.0017415 0.00397727 0.00267606 0.00213483
internal_weight=2920 2533 2313 560 526 414 1753 1513 112 387 280 221 240 211 124 320 287 110 1389 1192 301 90 891 157 220 185 734 175 141 177
internal_count=2920 2533 2313 560 526 414 1753 1513 112 387 280 221 240 211 124 320 287 110 1389 1192 301 90 891 157 220 185 734 175 141 177
cat_boundaries=0 17 47 64 66 93 96 119 120
cat_threshold=0 128 33554432 512 2 134217792 0 805306368 33554432 536870912 8224 192 268435472 0 67108864 0 1073741952 0 2052 0 0 0 0 0 2147483648 0 32768 0 2048 0 1049600 0 0 0 0 4096 0 0 0 0 0 0 32768 0 0 524288 4096 131073 0 536879104 2629632 524288 0 131072 8192 2048 16 0 0 67108864 268435456 0 32 4096 0 6180 268435472 0 0 0 2147483648 0 262144 0 0 0 0 0 8192 0 0 4096 0 0 0 0 256 0 0 0 0 0 68 67141632 2147483648 524288 0 8 0 0 0 0 0 0 0 0 0 131072 0 0 0 4096 0 0 0 0 0 0 16777216 4
is_linear=0
shrinkage=0.04


Tree=540
num_leaves=31
num_cat=10
split_feature=7 8 7 17 8 3 0 2 12 4 2 3 12 15 6 0 2 2 2 0 0 4 2 2 2 0 0 2 2 6
split_gain=4.712 1.87391 1.38297 1.05473 1.06974 1.16 1.11032 1.34511 1.01379 1.90999 1.39305 1.11921 0.966186 1.09825 1.04715 1.76776 1.12932 1.24465 1.12507 0.932633 0.962975 0.819867 0.806798 0.783827 0.78311 0.768314 0.924535 0.733988 0.721198 0.733487
threshold=0 1 2 3 4 2006.5000000000002 44.07500000000001 11.500000000000002 5 1800.0000000000002 8.5000000000000018 2015.5000000000002 6 7 8 38.57500000000001 17.500000000000004 3.5000000000000004 25.500000000000004 18.500000000000004 28.500000000000004 2867949500.0000005 17.500000000000004 9.5000000000000018 9.5000000000000018 9.5000000000000018 35.250000000000007 20.500000000000004 69.500000000000014 9
decision_type=9 9 9 9 9 10 10 8 9 8 10 8 9 9 9 10 8 10 10 10 10 8 10 10 10 10 10 8 10 9
left_child=19 23 24 8 5 -5 12 -8 9 -4 -10 -12 25 27 -15 -16 17 -17 -18 -1 -21 -11 -9 -2 -3 -6 -27 -14 29 -28
right_child=1 2 3 4 6 -7 7 22 10 21 11 -13 13 14 15 16 18 -19 -20 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=2.1872065133550222e-05 1.2675734972589226e-06 -0.00011203452599261255 -0.00042884642707914368 -3.565451239524009e-05 -0.0001430351293866039 3.4643423393134754e-05 9.5156979118691257e-05 -0.00010144880146718549 9.3364953697019356e-05 6.9609184158423432e-05 6.5487265401387167e-06 -7.6110287396247142e-05 -0.00022607115023149049 3.1669188732053046e-06 -0.00032029753075015323 -0.00028408911761523825 -0.0018570384679940587 0.00039082265650218772 -6.9662896209976563e-06 -0.0001067832237070121 -5.0506301446979765e-05 -4.333625368744265e-06 5.0939215499852251e-05 4.4259152743393316e-05 0.00047007375358880664 1.6347737917961071e-05 -1.9945311345459515e-05 -1.1945775212218735e-05 -0.00024058758638474843 9.5476220995287519e-05
leaf_weight=25 34 30 26 211 51 27 48 45 32 45 38 184 44 501 87 30 31 68 80 25 312 179 51 79 79 220 134 58 44 140
leaf_count=25 34 30 26 211 51 27 48 45 32 45 38 184 44 501 87 30 31 68 80 25 312 179 51 79 79 220 134 58 44 140
internal_value=-0.000729976 -0.000122746 -0.000360866 -0.000570231 -0.000127592 -0.00257028 0.000243457 0.00358621 -0.00217476 -0.000306513 -0.00392453 -0.00520179 -8.0591e-05 -0.000901099 -0.000371287 -0.00221498 -0.000285714 0.00282828 -0.00303571 -0.00493298 -0.0056213 0.000888889 0.000824742 0.00467742 0.00383333 0.00116667 0.00163265 -0.00460177 0.000250784 0.00101818
internal_weight=2958 2596 2483 2374 1870 238 1632 144 504 250 254 222 1488 899 797 296 209 98 111 362 337 224 96 113 109 589 538 102 318 274
internal_count=2958 2596 2483 2374 1870 238 1632 144 504 250 254 222 1488 899 797 296 209 98 111 362 337 224 96 113 109 589 538 102 318 274
cat_boundaries=0 18 48 62 63 90 91 93 94 95 96
cat_threshold=1 16 8192 0 524288 134217792 0 268435456 33556480 402653184 0 64 144 0 0 0 1073741968 256 0 2056 0 0 0 0 0 0 0 0 0 2048 0 1048576 0 0 0 0 0 0 0 0 0 0 0 16384 0 0 0 8192 131072 0 0 524288 32 2 0 8192 0 0 0 0 0 268435456 14 268435472 0 0 0 0 1 0 0 0 0 0 4 0 512 0 0 0 0 0 2048 128 0 0 0 0 0 64 41218 84985888 2 2147483648 74 92
is_linear=0
shrinkage=0.04


Tree=541
num_leaves=31
num_cat=12
split_feature=7 4 12 2 0 7 3 2 3 11 12 7 6 2 2 12 3 4 12 0 4 2 2 9 2 3 2 2 15 7
split_gain=2.46653 1.59076 1.68684 1.22748 1.11133 1.05809 0.97719 0.857761 0.668878 0.628763 0.83273 1.08748 0.720959 1.84718 1.40059 1.35325 1.01212 0.877084 0.828772 1.19452 1.20891 0.801702 0.727066 0.634979 0.625487 0.6083 0.586976 1.63186 0.574453 1.23938
threshold=0 5039060000.000001 1 50.500000000000007 42.960000000000008 2 1989.5000000000002 59.500000000000007 1995.5000000000002 3 4 5 6 33.500000000000007 94.500000000000014 7 2009.5000000000002 33.000000000000007 8 39.07500000000001 45.000000000000007 9.5000000000000018 7.5000000000000009 9 11.500000000000002 1992.5000000000002 10.500000000000002 24.500000000000004 10 11
decision_type=9 8 9 8 8 9 8 10 10 9 9 9 9 8 10 9 8 10 9 10 10 10 8 9 10 10 8 10 9 9
left_child=1 -1 8 4 -4 7 -7 -2 -3 26 28 25 14 15 18 -14 -15 -18 19 -13 21 22 -21 -17 -20 -12 -8 -28 -11 -30
right_child=5 2 3 -5 -6 6 9 -9 -10 10 11 12 13 16 -16 23 17 -19 24 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00012965756826424979 1.3802482754954326e-06 -9.1625302619000596e-05 0.00042691899228906042 -5.3920516450745029e-05 -3.4316283798432327e-05 9.737126009603969e-05 -0.00011119826347108841 0.00055763488076365775 -1.04388699882918e-05 -3.3673920467762742e-05 1.3837239840484017e-05 -0.00019434382513878746 -4.1829511053386169e-05 -0.00011425358411088383 -0.0019100952771677982 -9.5031172341464293e-06 4.9188253875840358e-05 -5.1684532660445372e-06 0.00018203730166746368 -5.7415811195191679e-05 0.0007392516023414686 -1.907545106796249e-06 -0.00057397541249400771 2.1898790605554554e-05 -1.5225858681375827e-05 0.00040923076075909391 0.00039792892393855086 -0.00011032266955794512 -0.00012067122529018093 3.0455977416465884e-06
leaf_weight=69 69 92 142 111 28 33 28 34 25 203 180 25 126 25 31 105 169 36 55 50 60 116 33 110 50 34 29 63 121 683
leaf_count=69 69 92 142 111 28 33 28 34 25 203 180 25 126 25 31 105 169 36 55 50 60 116 33 110 50 34 29 63 121 683
internal_value=-0.000592643 -0.00322176 -0.00230576 -0.000479452 0.00163743 -8.06777e-05 -0.000260943 0.00368421 -0.00609375 -0.000360051 -0.000197931 0.000509868 -5.98802e-05 0.000859107 -0.0012993 -0.000994152 0.00363636 0.00456311 -0.000666667 -0.00176271 -0.001 -0.0025 -0.00547619 0.000973451 0.00224138 0.00302222 -0.00305344 -0.00172043 -0.00104126 -0.000539877
internal_weight=2935 467 398 281 170 2468 2365 103 117 2332 2212 1205 991 571 420 341 230 205 389 284 259 199 83 215 105 214 120 92 1007 804
internal_count=2935 467 398 281 170 2468 2365 103 117 2332 2212 1205 991 571 420 341 230 205 389 284 259 199 83 215 105 214 120 92 1007 804
cat_boundaries=0 17 18 33 35 37 54 55 56 57 59 60 77
cat_threshold=131072 268435473 605028352 2097664 2 134225986 0 0 2048 0 0 64 128 0 0 0 1073741840 1139968 16384 0 8192 0 0 0 0 268443648 0 16 32 256 0 0 67108864 67108864 1024 1124672 32 0 128 1073741824 0 0 0 0 0 33619968 32 8192 128 0 268435456 0 0 4096 210 16794656 163842 0 2052 2149580800 0 128 0 0 0 0 0 0 65536 0 0 128 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=542
num_leaves=31
num_cat=9
split_feature=8 0 8 12 2 3 0 3 2 5 4 0 12 6 2 1 2 17 2 0 4 4 0 11 2 12 0 0 12 0
split_gain=1.54136 1.44445 1.01444 1.43308 0.912398 1.20728 1.11115 1.05503 0.865297 0.850461 0.896445 0.65797 0.596084 1.11016 0.903795 1.26126 0.787961 0.728204 1.32888 0.880526 0.776591 1.10261 0.725449 0.65515 1.51882 1.15502 0.974752 0.958169 0.915942 0.953498
threshold=0 52.740000000000002 1 2 28.500000000000004 2007.5000000000002 29.500000000000004 2015.5000000000002 13.500000000000002 1.5000000000000002 552615000.00000012 32.500000000000007 3 4 70.500000000000014 4.5000000000000009 104.50000000000001 5 64.500000000000014 14.500000000000002 625.00000000000011 141.00000000000003 40.250000000000007 6 2.5000000000000004 7 35.600000000000009 16.750000000000004 8 42.710000000000008
decision_type=9 8 9 9 8 8 10 10 8 8 10 10 9 9 8 10 10 9 10 10 10 10 10 9 10 9 10 10 9 10
left_child=4 2 3 8 7 -6 -7 11 -2 -5 -11 -1 13 22 -15 -16 -17 18 -14 -19 21 23 -4 24 -21 -26 27 -25 29 -28
right_child=1 -3 12 9 5 6 -8 -9 -10 10 -12 -13 17 14 15 16 -18 19 -20 20 -22 -23 -24 26 25 -27 28 -29 -30 -31
leaf_value=2.7902440497946656e-05 1.4711182058846362e-06 -4.3905750419703794e-05 4.4282982118417639e-05 -0.00023402830384803509 -0.00011151162573412421 5.2708369554466121e-05 -0.00012559130557754372 -3.8618613043013287e-05 0.00013189887161686899 2.3052976431863216e-05 -0.0002328687504683913 -7.4038039044310719e-06 -1.4197517721328268e-05 -1.320383635643907e-05 -6.1848631629715106e-05 0.00019481028847362581 5.875560158301596e-06 -0.00010086710594659821 -0.0001770999132779849 3.3869353398685577e-05 1.8132953609182323e-05 -0.00058880905445171552 0.00036477160307235579 4.0258939503701188e-06 2.0620467525418464e-05 -1.2915365329355666e-05 5.7753943493992211e-05 -0.00016391604110644665 -2.8967935987509465e-05 -0.00013792197725656763
leaf_weight=26 48 52 119 50 25 27 133 25 90 222 26 124 129 255 28 36 27 110 56 39 89 50 33 36 156 172 339 79 265 55
leaf_count=26 48 52 119 50 25 27 133 25 90 222 26 124 129 255 28 36 27 110 56 39 89 50 33 36 156 172 339 79 265 55
internal_value=-0.000609172 -0.00025661 -0.000119522 0.00161074 -0.00301887 -0.00505376 -0.00372671 -0.00102273 0.00483221 0 0.000963855 0.000264901 -0.000489443 0.000707269 -0.000560224 0.00282609 0.0059375 -0.000870113 -0.00316327 -0.00054247 -0.000249805 -0.000520134 0.00343558 -0.000262697 0.00111111 0.000243161 -0.000917197 -0.00431034 -0.000333333 0.000888889
internal_weight=2921 2561 2509 436 360 185 160 175 138 298 248 150 2073 498 346 91 63 1575 185 1390 1280 1191 152 1141 367 328 774 115 659 394
internal_count=2921 2561 2509 436 360 185 160 175 138 298 248 150 2073 498 346 91 63 1575 185 1390 1280 1191 152 1141 367 328 774 115 659 394
cat_boundaries=0 29 56 57 59 60 61 63 65 66
cat_threshold=1342177280 8 4 0 0 1 0 0 0 0 0 0 2112 0 0 0 0 0 4096 8192 2147483648 0 4194304 0 0 49152 0 0 524288 0 4 0 0 2147549184 0 0 2147483648 1 32768 0 2052 0 1048576 0 4096 0 0 0 2048 256 0 0 8 0 0 4 16820256 67112256 2 194 35 16416 67072 1056800 32 17858562
is_linear=0
shrinkage=0.04


Tree=543
num_leaves=31
num_cat=9
split_feature=7 2 12 12 3 2 3 9 2 2 6 11 4 11 2 9 2 1 2 2 2 2 2 2 2 2 4 12 2 3
split_gain=4.31961 1.48794 1.20327 1.16199 1.23093 1.01761 1.62796 0.847743 1.12516 1.09152 0.882955 1.11672 0.988134 0.802755 1.56372 1.16194 0.915498 0.914443 0.747129 1.72897 1.07766 0.734977 0.710164 0.654593 0.668384 0.613989 0.741734 0.533937 0.67521 0.567419
threshold=0 3.5000000000000004 1 2 2008.5000000000002 229.00000000000003 1983.0000000000002 3 3.5000000000000004 12.500000000000002 4 5 1300.0000000000002 6 352.00000000000006 7 129.50000000000003 4.5000000000000009 67.500000000000014 21.500000000000004 13.500000000000002 24.500000000000004 8.5000000000000018 7.5000000000000009 4.5000000000000009 10.500000000000002 676.50000000000011 8 39.500000000000007 2012.5000000000002
decision_type=9 8 9 9 10 10 10 9 8 8 9 9 8 9 10 9 10 10 10 10 10 10 10 8 10 10 8 9 10 10
left_child=1 -1 13 4 -3 7 -7 8 -4 -10 12 27 -9 16 15 -15 23 -17 19 20 22 -11 -13 24 -2 -25 -27 28 -12 -29
right_child=2 3 5 -5 -6 6 -8 10 9 21 11 18 -14 14 -16 17 -18 -19 -20 -21 -22 -23 -24 25 -26 26 -28 29 -30 -31
leaf_value=0.00037159314659991339 -1.7239064712342156e-05 -3.2812236783286155e-06 0.00014232502233234358 -8.0127218455601225e-05 -0.00023108229823357363 0.0031447742761511323 -4.8408361191789593e-05 -7.0481223045888445e-05 -0.00050808460795416011 4.7102225444497493e-05 0.00025434772661522945 -9.2758201831344422e-06 3.826788303701534e-05 2.8486846709583348e-05 -0.00030009293477988307 -0.00060741020617022918 0.00049669359326792067 1.3605453518685806e-05 0.00026160239973798126 -8.4132889833981036e-05 0.00016292490052471464 -3.7365725910163406e-05 -2.929725619001289e-05 -0.00016016835435266332 0.00073180010574265715 3.1303374335180937e-05 -2.8562503703284393e-05 1.4387884207778257e-06 -7.2416199483171793e-06 5.8608553114041227e-05
leaf_weight=34 70 193 31 368 27 32 31 28 59 84 76 87 322 147 35 52 27 82 28 49 38 71 30 43 28 25 270 434 33 41
leaf_count=34 70 193 31 368 27 32 31 28 59 84 76 87 322 147 35 52 27 82 28 49 38 71 30 43 28 25 270 434 33 41
internal_value=-0.000493741 -0.00341232 0.000326855 -0.00393888 -0.00138528 0.000996633 0.0059375 0.000779037 -0.00132813 -0.0024186 0.00122345 0.000483676 0.00288089 -0.000936709 0.000611621 0.00163121 -0.00198312 -0.00110345 -0.0018107 -0.00273171 -0.000641026 -0.000641026 -0.00254237 -0.0024714 0.00040404 -0.00330383 -0.00263514 0.00141176 0.00383333 0.000781893
internal_weight=2875 622 2253 588 220 1474 63 1411 245 214 1166 816 350 779 316 281 463 134 232 204 155 155 117 436 98 338 295 584 109 475
internal_count=2875 622 2253 588 220 1474 63 1411 245 214 1166 816 350 779 316 281 463 134 232 204 155 155 117 436 98 338 295 584 109 475
cat_boundaries=0 18 20 22 24 25 27 28 30 32
cat_threshold=1 17 603979776 2052 589856 134217794 0 536870912 33556480 536871936 40992 256 128 0 0 0 1073741968 256 16778592 32 1050944 34 0 24608 208 16420 2147483648 36 0 2048 1081344 2
is_linear=0
shrinkage=0.04


Tree=544
num_leaves=31
num_cat=7
split_feature=7 7 2 2 4 2 0 2 2 7 3 3 2 2 2 3 3 3 3 2 0 2 2 11 7 4 2 0 9 6
split_gain=2.8961 1.44856 1.23568 0.878956 0.869666 0.885655 0.842063 1.22867 0.746489 1.01587 1.21498 0.954806 1.00359 0.93122 0.763441 0.673849 0.659424 0.584117 1.08987 0.559064 1.25175 0.91071 0.521775 0.504647 0.769693 0.612526 0.5721 0.496141 0.507381 1.35932
threshold=0 1 231.50000000000003 416.00000000000006 481.00000000000006 2.5000000000000004 35.600000000000009 25.500000000000004 49.500000000000007 2 1992.5000000000002 1962.0000000000002 3.5000000000000004 30.500000000000004 19.500000000000004 2001.5000000000002 2002.5000000000002 1989.5000000000002 2004.5000000000002 12.500000000000002 35.850000000000009 17.500000000000004 32.500000000000007 3 4 12093950000.000002 26.500000000000004 52.740000000000002 5 6
decision_type=9 9 10 10 10 10 10 10 10 9 10 10 8 8 10 10 10 8 8 8 10 8 10 9 9 8 10 8 9 9
left_child=8 4 17 -4 5 -2 15 16 9 11 13 12 -1 14 -11 -7 -8 -3 -19 20 -14 -21 -15 26 25 -25 -20 28 -26 -30
right_child=1 2 3 -5 -6 6 7 -9 -10 10 -12 -13 19 22 -16 -17 -18 18 23 21 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-3.8164778710694237e-05 0.00061077368231103439 0.00010050285468651055 -0.00022170175322024479 -3.9273165719322381e-05 -0.00014981594136543209 -0.00010999481199490902 -1.0320936363115152e-05 3.5431756474402223e-05 -1.4242739447922759e-06 1.8865018922795686e-05 0.0004901430907856152 -0.00017489612265372045 0.0028342962070106383 6.1303634409135555e-05 -3.5871096873734135e-05 -1.1414172868953188e-05 -0.00034486184995355276 -6.6376118845283823e-05 -6.429289434002783e-05 -7.4508339012311359e-05 6.9386949656298209e-05 2.489877574209487e-05 8.6220956426075201e-06 0.00039700859679918209 -1.0062168060791522e-05 2.8365537212131642e-05 5.3809460814591149e-06 -3.2101422296264557e-05 0.00080406435643599395 -5.8166701688264769e-05
leaf_weight=33 25 27 37 78 30 67 77 98 190 97 30 27 26 40 39 26 30 119 170 39 44 210 25 25 956 84 63 33 114 103
leaf_count=33 25 27 37 78 30 67 77 98 190 97 30 27 26 40 39 26 30 119 170 39 44 210 25 25 956 84 63 33 114 103
internal_value=-0.000715491 -0.00147262 -0.001 -0.005 -0.00379121 -0.0032716 -0.0038796 -0.00242718 0.00133169 0.00202946 0.00404959 0.000666667 0.00124646 0.00306931 0.00116788 -0.00702128 -0.00537037 -0.000731563 -0.000827338 0.0019375 0.00507042 0.00104 0.0069697 -0.000542285 -0.000226244 0.00283333 -0.00221311 -0.000525883 -0.000391823 0.00131579
internal_weight=2962 2162 1809 115 353 323 298 205 800 610 231 379 352 201 136 93 107 1694 1667 319 70 249 65 1548 1315 109 233 1206 1173 217
internal_count=2962 2162 1809 115 353 323 298 205 800 610 231 379 352 201 136 93 107 1694 1667 319 70 249 65 1548 1315 109 233 1206 1173 217
cat_boundaries=0 18 35 52 55 72 74 75
cat_threshold=268566528 16 536879104 2368128 2 0 33685504 268443648 65536 134217744 0 2097408 16 268435456 67108864 0 4096 128 0 268435457 67108864 526336 0 8194 0 4194304 2048 0 32768 64 128 0 0 0 1073741840 131072 16 536879104 2359296 2 0 131072 0 0 0 0 2097152 0 0 0 0 4096 16384 2148533248 524288 0 128 0 0 32 64 0 0 0 32 32 128 0 0 0 0 128 1 22560 194
is_linear=0
shrinkage=0.04


Tree=545
num_leaves=31
num_cat=9
split_feature=7 8 8 0 2 9 2 0 14 4 4 4 2 9 2 2 4 17 3 3 13 3 5 0 1 2 2 6 2 2
split_gain=2.5953 1.55428 1.09764 1.024 1.01641 1.12255 1.13198 1.13432 1.05705 1.34679 0.942258 0.856677 0.85022 0.836143 0.803496 1.15484 0.787364 0.852391 0.93058 0.91836 0.682827 0.748502 0.635661 0.624512 0.566336 0.546794 0.968468 0.541199 0.882908 0.749109
threshold=0 1 2 52.740000000000002 65.500000000000014 3 58.500000000000007 40.250000000000007 4 26121510000.000004 481.00000000000006 72000.000000000015 54.500000000000007 5 84.500000000000014 229.00000000000003 152.50000000000003 6 2020.5000000000002 1989.5000000000002 7 1995.5000000000002 5.5000000000000009 40.250000000000007 5.5000000000000009 398.00000000000006 99.000000000000014 8 18.500000000000004 41.500000000000007
decision_type=9 9 9 8 8 9 10 10 9 8 10 10 10 9 8 8 10 9 8 10 9 10 8 10 8 8 10 9 10 10
left_child=13 11 -3 4 5 24 7 12 9 -6 -10 14 16 23 20 -16 17 19 -19 -7 22 -22 -2 -1 -4 26 -15 28 -20 -29
right_child=1 2 3 -5 8 6 -8 -9 10 -11 -12 -13 -14 25 15 -17 -18 18 27 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0001307885742810555 1.9866058714939072e-05 -5.6546877263095043e-05 8.2163843352134336e-05 -7.0460363803448453e-05 -0.00072529283047352068 -1.8385527053865758e-05 -0.00011320512166079766 -4.7726653009263487e-05 1.9135704015056378e-05 5.4813323615121588e-06 0.00013493975630275658 0.00053958728026302081 0.0002156544866538468 -1.1035797150000804e-05 -9.3686053830381867e-05 1.6777748709060348e-05 3.6763005173483522e-05 7.4755787910731896e-05 -2.4068009260247439e-07 -0.00064101161717125879 3.5876266780547896e-05 0.00080521054517383565 -9.2077028935833035e-06 -6.1048835874544243e-06 -2.3064127002925262e-06 -0.00011332372670885604 6.0673436525320313e-05 -7.6684756965050835e-06 0.00027949784305484119 -0.00020305018468775416
leaf_weight=83 60 112 145 41 25 105 39 136 384 78 44 27 25 231 32 52 101 135 97 40 110 31 82 28 53 63 37 492 27 54
leaf_count=83 60 112 145 41 25 105 39 136 384 78 44 27 25 231 32 52 101 135 97 40 110 31 82 28 53 63 37 492 27 54
internal_value=-0.00030303 0.000197006 -0.000233209 -9.84252e-06 0.000121151 -0.000427586 -0.000871632 -0.000659522 0.00161654 -0.00192982 0.00246014 0.00246914 -0.000222841 -0.00309051 0.00201087 -0.00141176 -0.00039924 -0.000757098 -0.000220588 -0.00346154 0.00302817 0.00486842 0.000784314 -0.00606557 0.00229665 -0.00192982 -0.00118959 -0.000834575 0.00148148 -0.00136445
internal_weight=2969 2527 2133 2021 1980 1449 1251 1212 531 103 428 394 1076 442 367 84 1051 950 805 145 283 141 142 111 198 331 268 670 124 546
internal_count=2969 2527 2133 2021 1980 1449 1251 1212 531 103 428 394 1076 442 367 84 1051 950 805 145 283 141 142 111 198 331 268 670 124 546
cat_boundaries=0 17 47 76 78 79 81 82 83 84
cat_threshold=131072 17 570425344 2052 32 134225922 0 272629760 2048 134217728 0 0 128 0 67108864 0 16 0 2052 0 134217728 2147483648 1 262144 0 0 32768 0 133120 2048 1048576 0 0 0 0 0 8192 0 0 0 0 0 16384 4 0 524288 8192 1073741824 0 4 0 0 0 0 0 1 0 0 0 8256 0 0 0 0 0 0 0 0 0 0 0 0 32768 64 0 128 0 8324 131089 1 24708 10 2 338
is_linear=0
shrinkage=0.04


Tree=546
num_leaves=31
num_cat=11
split_feature=7 12 2 7 2 15 11 4 2 12 18 12 2 2 12 5 8 2 12 2 0 2 2 4 2 2 2 2 2 2
split_gain=2.69905 3.1103 1.49329 1.21288 1.08083 0.976049 1.44156 1.67636 1.47456 1.493 1.39655 1.57189 1.69929 1.3768 1.32679 1.05604 0.869275 1.43625 0.812922 0.947501 0.988723 0.903861 0.769819 0.614719 0.658357 0.583194 0.546271 0.722406 0.502752 0.733202
threshold=0 1 16.500000000000004 2 33.500000000000007 3 4 215.00000000000003 47.500000000000007 5 6 7 6.5000000000000009 1.5000000000000002 8 5.5000000000000009 9 24.500000000000004 10 22.500000000000004 39.07500000000001 37.500000000000007 35.500000000000007 4277935000.0000005 8.5000000000000018 6.5000000000000009 70.500000000000014 44.500000000000007 37.500000000000007 21.500000000000004
decision_type=9 9 10 9 10 9 9 8 10 9 9 9 10 10 9 8 9 10 9 8 10 10 8 8 8 10 8 10 10 10
left_child=1 2 -1 23 -4 18 14 -8 10 -10 -9 15 13 -13 -7 -12 17 -16 22 20 -20 -21 -5 -2 -25 -22 27 -26 29 -17
right_child=3 -3 4 5 -6 6 7 8 9 -11 11 12 -14 -15 16 28 -18 -19 19 21 25 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=5.5880534141401486e-05 0.00064111024145219631 -9.9584934719132431e-05 -0.00049747835139104526 1.8551850051906627e-05 -3.7225765728976511e-06 -9.2938028116265064e-05 0.00015564113229014966 0.000167286376969642 4.3378666254199059e-05 -3.0722631360262656e-05 9.5966253889940846e-05 -1.0429662270183825e-06 5.2037982484165467e-06 -0.00010762021917322784 0.00029314266169116365 2.634022726802243e-05 -6.1933446956885519e-06 -2.852865389456838e-05 -0.0001003229618642365 0.00013666978868542401 3.8943856378850229e-05 -5.6161170695396836e-05 -2.1846186245895182e-05 -0.00015253645673510619 5.5952769076128563e-05 -6.0422906318322588e-05 -0.00030537292995813203 0.0035515665306774125 0.0005409545351693979 -3.173668397728591e-05
leaf_weight=130 42 233 44 62 92 137 28 45 111 139 25 31 130 29 63 149 880 39 41 42 35 80 47 33 74 39 32 26 38 51
leaf_count=130 42 233 44 62 92 137 28 45 111 139 25 31 130 29 63 149 880 39 41 42 35 80 47 33 74 39 32 26 38 51
internal_value=-0.000373134 -0.00301961 0 0.000178935 -0.00291971 -9.76909e-05 0.000262329 0.0015756 0.0012283 -0.0012749 0.00248497 0.00180617 -0.000995025 -0.00655738 -0.000654867 0.00372263 -0.000120846 0.00318584 -0.00201681 -0.00330645 -0.00603448 -0.00097561 0.000833333 0.00302752 0.00204819 -0.0032 0.00330827 0.00475248 0.00301255 0.00218905
internal_weight=2947 499 266 2448 136 2241 1895 776 748 250 498 453 190 60 1119 263 982 102 346 237 115 122 109 207 165 74 132 100 238 200
internal_count=2947 499 266 2448 136 2241 1895 776 748 250 498 453 190 60 1119 263 982 102 346 237 115 122 109 207 165 74 132 100 238 200
cat_boundaries=0 18 20 38 39 42 44 45 47 49 79 81
cat_threshold=0 17 1048576 524804 524288 134225986 0 0 2048 134217728 8192 128 128 0 0 0 1073745920 256 16818210 32 268435456 0 1107304448 270336 0 0 0 536879104 0 48 0 0 16 0 0 32 0 128 2281701376 2147500036 1024 524288 18722 32 4 1206338 32 132096 32 16 0 0 0 2147483648 0 0 2147483648 0 0 0 0 8192 0 0 0 0 0 0 0 128 0 0 8 0 0 0 0 0 4096 1180928 32
is_linear=0
shrinkage=0.04


Tree=547
num_leaves=31
num_cat=10
split_feature=7 8 2 0 0 7 17 0 7 14 8 4 4 2 2 2 4 2 6 2 2 9 2 3 2 2 2 9 2 2
split_gain=4.10245 1.75283 1.29683 1.2931 1.69455 1.17902 1.3932 1.1116 1.34886 1.57855 1.01673 0.995282 0.955456 1.0172 0.900131 0.844996 0.855506 0.811076 0.775137 1.73286 1.51343 1.03375 0.926384 0.821571 0.754559 0.952515 0.72626 0.698815 0.740941 0.695925
threshold=0 1 482.50000000000006 50.425000000000004 44.07500000000001 2 3 42.250000000000007 4 5 6 9330535000.0000019 8.0000000000000018 17.500000000000004 155.00000000000003 14.500000000000002 14469800500.000002 23.500000000000004 7 65.500000000000014 70.500000000000014 8 10.500000000000002 2019.5000000000002 11.500000000000002 24.500000000000004 17.500000000000004 9 89.500000000000014 95.500000000000014
decision_type=9 9 10 8 10 9 9 10 9 9 9 8 10 10 10 8 8 8 9 8 10 9 10 8 10 10 10 9 10 10
left_child=10 2 5 4 7 -2 -7 8 26 14 12 -6 13 -1 18 -11 -17 -5 19 22 21 23 -10 -20 -8 -26 -3 -12 -29 -21
right_child=1 3 -4 17 11 6 24 -9 9 15 27 -13 -14 -15 -16 16 -18 -19 20 29 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.8295610292327071e-05 4.914167575385875e-05 8.7072836385004853e-06 0.00053066608270501802 -0.00025188451389404067 -7.010861900507593e-05 2.380933338422153e-05 -7.9424613406402499e-05 -0.00092849937469807742 -5.6898408663705879e-05 7.4573016971122281e-05 -3.1087094859785224e-05 7.0086134445404021e-05 -2.1128969659613971e-05 0.00021233969387068896 -0.00014312571452197888 0.00029344620511775334 -1.7367258244114225e-05 -1.5651798004938655e-05 0.0011083417153707842 5.5380065474501805e-05 -0.0013203739490347034 0.00064279274930648003 -1.5607455740322964e-05 -1.3518559212002402e-05 2.4179673295563474e-05 -3.3904213061930479e-06 0.0013934720202039941 -0.00010704106565633254 -0.00018309477991330426 -1.6811777283152195e-05
leaf_weight=37 112 51 30 25 26 155 70 33 244 60 296 117 33 31 60 38 120 26 79 82 38 127 499 235 25 90 64 125 26 47
leaf_count=37 112 51 30 25 26 155 70 33 244 60 296 117 33 31 60 38 120 26 79 82 38 127 499 235 25 90 64 125 26 47
internal_value=-0.000486342 0.000219156 0.00235294 -0.000312815 -0.000145757 0.0018543 0.000569801 -0.00048369 -0.00034384 -0.000646341 -0.00357782 0.00402778 0.000178571 0.00289855 -0.00113924 0.00244541 0.00100629 -0.00653846 -0.000931953 -0.0016308 0.000367347 0.00104072 -0.00239247 -0.000246154 -0.00173469 0.000172414 0.00365079 -0.00441048 -0.00679012 0.00261538
internal_weight=3001 2453 482 1971 1920 452 340 1777 1744 1629 548 143 101 68 1411 218 158 51 1351 872 479 441 743 314 185 115 115 447 151 129
internal_count=3001 2453 482 1971 1920 452 340 1777 1744 1629 548 143 101 68 1411 218 158 51 1351 872 479 441 743 314 185 115 115 447 151 129
cat_boundaries=0 18 47 56 57 65 66 95 96 98 100
cat_threshold=2 268435456 100663296 512 65536 134225920 0 805306368 2048 536879104 32 256 144 0 67108864 32 1073746064 256 0 2060 0 0 0 0 0 2147483648 0 0 0 4 0 1050112 0 0 0 0 33558528 0 256 0 4194304 8 0 0 0 0 524288 1 128 0 4 32 0 0 131072 33554432 10 131072 0 537919488 2099200 0 64 0 8192 8209 0 4 0 0 0 0 0 0 0 0 0 133120 0 512 0 4096 0 0 0 0 0 0 0 0 0 0 0 0 524288 284 0 6180 0 14368
is_linear=0
shrinkage=0.04


Tree=548
num_leaves=31
num_cat=10
split_feature=8 8 12 4 9 4 6 12 0 12 0 5 0 1 0 4 6 0 0 12 1 5 12 0 5 0 5 1 1 0
split_gain=1.64568 1.34547 1.41333 1.59802 1.47663 1.10955 0.710401 0.756079 0.775698 0.709544 3.39618 1.03328 0.830189 0.695468 0.598156 0.519196 0.761233 0.671646 0.703384 0.787786 0.666653 0.918202 0.740286 0.919124 0.561615 1.31502 0.518345 0.507701 0.468623 0.439651
threshold=0 1 2 1050.0000000000002 3 807475000.00000012 4 5 35.850000000000009 6 42.710000000000008 3.5000000000000004 44.07500000000001 5.5000000000000009 38.57500000000001 520.00000000000011 7 50.425000000000004 47.750000000000007 8 5.5000000000000009 3.5000000000000004 9 35.600000000000009 2.5000000000000004 39.07500000000001 1.5000000000000002 4.5000000000000009 2.5000000000000004 14.500000000000002
decision_type=9 9 9 8 9 8 9 9 10 9 10 8 10 8 10 8 9 8 10 9 10 8 9 10 8 10 10 10 10 10
left_child=5 -2 3 -3 14 -1 7 13 -9 10 11 -7 -11 -5 -4 -6 20 18 19 -18 21 -17 27 -24 -22 -26 29 -23 -8 -21
right_child=1 2 4 6 15 9 28 8 -10 12 -12 -13 -14 -15 -16 16 17 -19 -20 26 24 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0001010002984559577 -5.5886921214387542e-05 -4.7656421305966038e-05 -7.9451193736588264e-05 3.2229745361647131e-05 1.9053259844170613e-05 2.338920305206216e-05 0.00018649076900324247 -8.967600146686294e-05 -1.1918346693633452e-05 0.00021040211542697307 0.00045108587365962907 -0.00028359951908825566 -1.3348098658809704e-05 -9.5382231610585673e-06 -0.00014660337173900474 4.6547424799783247e-05 8.2050915693798744e-07 -4.4976435847132735e-05 8.7945306305208247e-05 -0.00016641018264234474 -0.00035916755214451259 0.00029523473482484519 0.00061656447138886967 -6.3683147508868394e-05 -5.9249031757602212e-05 4.5718588111469672e-05 -0.00044808290016540298 7.3031490266473045e-06 4.2606966571412383e-06 -2.9369070114526608e-05
leaf_weight=70 110 50 34 95 96 26 36 28 133 142 30 65 43 25 109 61 207 25 26 72 25 41 35 194 31 27 33 200 355 554
leaf_count=70 110 50 34 95 96 26 36 28 133 142 30 65 43 25 109 61 207 25 26 72 25 41 35 194 31 27 33 200 355 554
internal_value=-0.000792212 -0.00114811 -0.000942869 0.000545703 -0.00154969 0.00165375 0.00106984 -0.000479452 -0.0022093 0.00273616 0.000151515 -0.00369565 0.00418367 0.00183206 -0.00532468 -0.00118437 -0.00137076 -0.00209052 -0.00192609 -0.00212226 -0.000256 0.000263158 -0.000339703 -0.00191667 -0.00357143 -0.00135593 -0.00277612 0.00119048 0.0021393 -0.00255183
internal_weight=2978 2602 2492 722 1770 376 672 281 161 306 121 91 185 120 143 1627 1531 917 892 866 614 531 470 229 83 58 659 241 391 626
internal_count=2978 2602 2492 722 1770 376 672 281 161 306 121 91 185 120 143 1627 1531 917 892 866 614 531 470 229 83 58 659 241 391 626
cat_boundaries=0 30 51 53 55 56 58 59 60 61 63
cat_threshold=0 2048 0 0 2147483648 0 262144 0 0 0 0 2048 0 1048576 0 4096 0 0 0 10240 0 524288 0 0 0 0 64 0 524288 8192 1073741840 0 0 0 0 1 0 2147483648 0 0 0 0 64 0 0 0 0 0 0 0 2147483648 84970496 2 257 144 326 68159488 2 1048642 278 73728 16418 32
is_linear=0
shrinkage=0.04


Tree=549
num_leaves=31
num_cat=10
split_feature=7 8 7 8 12 2 4 2 2 12 2 1 2 9 12 3 12 2 2 6 2 3 1 3 2 2 2 2 2 2
split_gain=2.54263 1.59125 1.65058 1.46027 1.55948 1.37678 1.9656 1.34332 1.18952 1.27332 1.13936 1.37736 1.00174 0.909551 0.817182 0.968584 0.806835 0.918032 1.20293 0.805103 0.772277 0.735102 0.701497 0.68736 0.683561 0.656362 1.05023 0.808416 0.745363 0.721264
threshold=0 1 2 3 4 27.500000000000004 45.000000000000007 19.500000000000004 26.500000000000004 5 155.00000000000003 4.5000000000000009 595.00000000000011 6 7 2008.5000000000002 8 20.500000000000004 99.000000000000014 9 22.500000000000004 2001.5000000000002 5.5000000000000009 2023.5000000000002 172.50000000000003 95.500000000000014 73.500000000000014 136.50000000000003 35.500000000000007 455.00000000000006
decision_type=9 9 9 9 9 10 10 10 8 9 8 10 8 9 9 10 9 8 10 9 10 10 10 8 8 10 10 10 10 10
left_child=5 24 -3 16 22 7 -7 -1 13 10 11 -10 -12 21 15 -15 20 -18 -19 -16 -4 -6 -5 -21 -2 26 28 -27 -11 -29
right_child=1 2 3 4 8 6 -8 -9 9 25 12 -13 -14 14 19 -17 17 18 -20 23 -22 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-2.1997434103866453e-05 -7.3163014114001611e-05 2.6596565559202647e-05 1.1420861223676583e-05 7.8494215402358237e-06 9.7088209905464852e-05 -8.6362996611164536e-05 -0.00052052144930328839 0.00041388655747422122 -6.9947686375222419e-05 1.2043427124126539e-05 -8.6969685642159788e-05 0.00010299948759758593 7.1420178120789051e-05 -2.2670246018883235e-05 -0.00014761301639662605 0.00049667217448202906 2.6605160488273326e-05 -3.629851118454042e-05 1.968419834462054e-05 -0.00040945587447005494 0.00070248797769426833 -0.00010121276158450598 1.6222489966679633e-05 -5.4430159111262808e-06 2.3390883995162425e-05 -0.00063326273329462174 0.0005018015595815229 8.6850426151130484e-06 -2.8171691243059627e-05 -0.00020268764050804578
leaf_weight=151 82 217 50 224 91 166 40 28 34 189 27 177 50 220 268 34 58 29 32 44 50 51 46 240 25 36 42 29 182 28
leaf_count=151 82 217 50 224 91 166 40 28 34 189 27 177 50 220 268 34 58 29 32 44 50 51 46 240 25 36 42 29 182 28
internal_value=-0.00050323 -3.89712e-05 0.000178935 -0.00015165 -0.000494315 -0.00348485 -0.0057971 -0.001 -0.000935539 0.000201258 0.00227425 0.00386792 -0.00179487 -0.00189673 -0.00239902 -0.00045283 0.00286957 0.000461538 -0.00290323 -0.00326821 0.00540541 0.00104575 0.00227758 -0.00162712 -0.00457627 -0.0010058 -0.000338164 -0.00404255 -0.00102151 -0.00103448
internal_weight=2940 2555 2448 2231 2012 385 206 179 1742 794 288 211 77 948 806 254 219 119 61 552 100 142 270 284 107 506 413 93 371 57
internal_count=2940 2555 2448 2231 2012 385 206 179 1742 794 288 211 77 948 806 254 219 119 61 552 100 142 270 284 107 506 413 93 371 57
cat_boundaries=0 18 45 63 92 93 94 96 98 100 101
cat_threshold=268566528 268435456 67108864 0 524288 8256 0 0 2048 402653216 32768 0 16 0 67108864 32 16 256 1073741840 2048 4 134217728 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 64 16384 0 1073750016 2097664 32 0 0 8192 33554432 0 32 256 0 268435456 0 0 0 128 268435456 8 0 0 65536 0 0 0 0 0 0 0 10240 1048576 0 0 0 0 33554432 0 0 0 4194304 8 0 0 0 0 524288 85065728 107552 0 8368 32800 32 3138 32 450
is_linear=0
shrinkage=0.04


Tree=550
num_leaves=31
num_cat=9
split_feature=7 8 12 1 13 0 12 2 1 2 9 2 4 2 8 2 12 3 2 0 2 2 5 2 0 0 3 9 4 2
split_gain=2.76266 1.93885 1.71675 1.30188 1.29102 1.96582 1.39254 0.958217 0.931574 0.903983 0.827629 0.890118 0.826324 1.07264 0.81903 1.43011 1.03391 1.11739 0.778395 1.21199 1.0083 1.19741 0.766028 0.747727 0.730809 1.38281 0.671947 0.652487 2.23919 1.76855
threshold=0 1 2 5.5000000000000009 3 50.425000000000004 4 147.50000000000003 3.5000000000000004 7.5000000000000009 5 15.500000000000002 1553.0000000000002 7.5000000000000009 6 46.500000000000007 7 2001.5000000000002 34.500000000000007 16.750000000000004 14.500000000000002 19.500000000000004 2.5000000000000004 23.500000000000004 35.600000000000009 18.500000000000004 1998.5000000000002 8 6050.0000000000009 47.500000000000007
decision_type=9 9 9 8 9 8 9 10 8 10 9 8 10 10 9 8 9 8 8 10 10 10 8 10 10 10 10 9 10 10
left_child=2 3 12 22 6 8 18 10 -6 -5 11 -8 13 -1 15 -10 -16 -18 20 -20 -3 -22 -2 -23 25 -15 -4 28 29 -19
right_child=1 4 26 9 5 -7 7 -9 14 -11 -12 -13 -14 24 16 -17 17 27 19 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013094569909694797 -1.6587488128934068e-05 4.8148415966409174e-06 -0.00012130413610126568 -9.8090810149642499e-05 0.0026718177823538271 -4.5989322435637804e-05 -3.5151619524711462e-05 -0.00028112166067188581 6.986306686371791e-06 4.737889778496651e-06 -2.6801064954113939e-05 2.0841205984041268e-05 -0.00050937572968084771 8.6549023307007651e-05 2.6593768089497872e-05 0.0024271260896842153 -0.00040751444632483927 -3.6544778395111165e-05 0.00092853994609711778 5.9421661607927946e-06 -0.00026751901387470414 3.1178615759053228e-05 7.0558877535091831e-05 -2.9655774659289592e-05 9.0088257728382356e-06 -6.407410305619976e-05 -8.0757082000424422e-05 4.8472972742530378e-06 0.0034876738932069886 -0.00017672011324712856
leaf_weight=40 25 142 176 25 35 28 46 45 91 31 357 69 26 30 219 38 35 189 31 163 39 32 137 39 123 31 46 583 31 28
leaf_count=40 25 142 176 25 35 28 46 45 91 31 357 69 26 30 219 38 35 189 31 163 39 32 137 39 123 31 46 583 31 28
internal_value=-0.000382122 0.000162009 -0.003147 0.00366812 -0.000195469 0.000636646 -0.00129363 -0.00268939 0.00088 -0.00140351 -0.00219873 0.000793651 -0.000766284 0 0.000691358 0.00357143 0.000310219 -0.00031927 0.000350109 0.00225641 -0.00110672 -0.00396396 0.00564417 -0.000833333 -0.0012973 -0.00483871 -0.00566524 -2.40385e-05 -0.00169884 -0.00321101
internal_weight=2930 2458 472 218 2240 1277 963 517 1249 56 472 115 250 224 1214 129 1085 866 446 194 252 110 162 71 184 61 222 831 248 217
internal_count=2930 2458 472 218 2240 1277 963 517 1249 56 472 115 250 224 1214 129 1085 866 446 194 252 110 162 71 184 61 222 831 248 217
cat_boundaries=0 18 48 50 51 53 55 78 79 81
cat_threshold=147456 268435457 101711872 2048 524290 134217792 33554432 0 2048 0 0 64 268435584 0 0 0 1073741968 256 16 2056 0 0 0 0 0 2147483648 0 0 0 0 0 1048576 0 0 0 0 33554432 0 256 0 0 0 0 0 0 0 524288 8192 16777570 34 12 76802 2 1 20500 0 0 0 134217728 0 0 0 0 0 0 0 4 8192 0 0 0 0 0 0 0 128 0 4194304 67161088 0 20484
is_linear=0
shrinkage=0.04


Tree=551
num_leaves=31
num_cat=10
split_feature=8 2 8 17 5 2 8 3 4 4 2 2 9 11 12 2 12 2 3 2 2 1 12 2 2 2 12 4 2 1
split_gain=1.8583 1.97394 1.28194 0.792112 1.07656 0.902643 1.22252 1.12774 1.27005 0.98681 1.06617 0.792545 0.746525 1.00249 1.70268 1.19757 0.999891 1.18312 1.21421 0.978411 0.908028 0.895608 0.895564 0.839292 0.974847 0.860062 0.726298 1.03449 0.959334 0.945815
threshold=0 19.500000000000004 1 2 1.5000000000000002 88.500000000000014 3 2020.5000000000002 972430000.00000012 10438345000.000002 41.500000000000007 16.500000000000004 4 5 6 6.5000000000000009 7 39.500000000000007 2009.5000000000002 50.500000000000007 114.50000000000001 4.5000000000000009 8 63.500000000000007 95.500000000000014 147.50000000000003 9 1158870000.0000002 5.5000000000000009 5.5000000000000009
decision_type=9 10 9 9 10 10 9 8 10 8 8 10 9 9 9 10 9 10 8 8 10 10 9 10 10 10 9 8 8 8
left_child=1 -1 26 5 12 6 9 -8 -9 -4 11 -11 19 16 21 -16 -14 -18 -19 22 -21 -15 -5 -20 -25 -26 29 -28 -29 -2
right_child=2 -3 3 4 -6 -7 7 8 -10 10 -12 -13 13 14 15 -17 17 18 23 20 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-1.8969937989368192e-05 -8.1833873490495538e-05 -7.233616967731394e-05 -4.7256142320790674e-05 6.1947878953603214e-05 0.00062134582541425228 -0.00025701221004922561 -0.0008373620886603561 -7.0777643083630442e-06 -0.00041216213663766157 8.8969050330192089e-05 0.00059876529185800111 -0.00021702987697072018 -1.7124748675598768e-05 0.00026974554427567911 3.9442958593127745e-06 0.0003201333297115383 1.603800835034974e-05 0.0001675096876607185 -0.00017740141458247649 -0.00013563573171104792 -3.0128756802838554e-06 -2.166509206723788e-05 -7.9866561598009874e-05 1.9875338397525867e-05 -0.00017912355454072326 5.4999663995403126e-06 -2.497203892637856e-05 0.00076593827108233374 1.8016432279104322e-05 6.7081357171971948e-05
leaf_weight=133 91 107 65 110 26 64 45 197 26 44 26 30 378 44 110 145 358 36 66 50 36 101 174 41 33 27 61 41 228 25
leaf_count=133 91 107 65 110 26 64 45 197 26 44 26 30 378 44 110 145 358 36 66 50 36 101 174 41 33 27 61 41 228 25
internal_value=-0.000849606 -0.00414343 -0.000535515 -0.000927329 -0.000515464 -0.00232283 -0.00170507 -0.00329749 -0.00223214 0.00102273 0.00356436 0.00106667 -0.000643275 -0.000192593 0.00145985 0.00338346 -0.000905263 0.000174825 -0.0022549 -0.00220472 -0.00597701 -0.00192308 -0.00112281 -0.00369048 -0.00137255 -0.00459016 0.00140044 0.00234604 0.00348148 -0.00125984
internal_weight=2918 240 2678 2232 1735 497 433 268 223 165 100 74 1709 1339 400 255 939 561 203 370 86 145 284 167 101 60 446 330 269 116
internal_count=2918 240 2678 2232 1735 497 433 268 223 165 100 74 1709 1339 400 255 939 561 203 370 86 145 284 167 101 60 446 330 269 116
cat_boundaries=0 27 51 52 81 83 85 86 87 88 89
cat_threshold=1342177280 8 0 134217728 0 1 524288 0 0 0 0 0 0 0 0 4096 0 0 33554432 0 0 0 0 0 0 1073741824 4 16 2052 0 0 2147557376 0 0 0 1 32768 0 4 8192 1048576 268435456 0 0 0 4096 2048 256 0 0 8 14 0 0 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 0 16516 32804 2147483648 16795682 173408 107808 2
is_linear=0
shrinkage=0.04


Tree=552
num_leaves=31
num_cat=9
split_feature=7 8 4 12 8 3 8 6 1 11 2 4 9 4 2 2 2 2 2 2 2 2 0 0 2 2 11 2 4 2
split_gain=2.47984 1.62055 1.43773 1.28048 1.61121 1.16261 1.00941 1.54396 0.955978 0.931073 2.31055 0.955338 0.901325 2.14704 1.24012 0.898169 0.833772 0.855393 1.58804 0.821656 0.819734 0.766828 0.726447 0.71862 0.813326 1.44374 0.677216 0.686108 0.624761 0.97825
threshold=0 1 775.00000000000011 2 3 2000.5000000000002 4 5 5.5000000000000009 6 9.5000000000000018 5368.5000000000009 7 4683340000.000001 4.5000000000000009 47.500000000000007 26.500000000000004 8.5000000000000018 4.5000000000000009 14.500000000000002 48.500000000000007 8.5000000000000018 35.600000000000009 46.250000000000007 9.5000000000000018 14.500000000000002 8 136.50000000000003 45.000000000000007 14.500000000000002
decision_type=9 9 8 9 9 8 9 9 8 9 10 10 9 8 10 8 10 10 10 10 8 10 10 8 8 8 9 10 10 10
left_child=2 -2 -1 5 19 -3 -4 8 -8 10 -6 28 23 -14 -15 16 17 18 -9 -5 -13 -16 -17 24 -7 -26 -27 -28 -11 -30
right_child=1 3 6 4 9 12 7 15 -10 11 -12 20 13 14 21 22 -18 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.00016907469899571481 -2.9111064006954735e-05 -0.00020832150031779406 2.8635459016612686e-06 -4.7822331113778208e-06 -0.00014411450357250998 -6.1194057248279424e-05 -0.00014089998711046549 -0.00032480523110702821 -0.00011252249252009961 -1.648287946220961e-05 0.0002342753900911987 -0.00019834600304029947 0.0022391248659562636 0.0012694628569663992 -0.00046486707992535517 -0.00015309014886668137 0.00023482603076072195 -3.947753326698944e-05 0.00025754492761052459 8.2298935467619577e-05 -6.4128950042174894e-06 8.7521555294500792e-06 -7.579579831258343e-06 -3.6340476749074925e-05 0.00053898770944819322 -2.0997723385498545e-05 1.1665300873282547e-05 0.00018277898211593424 -3.9763452601135896e-05 3.0496343375894241e-05
leaf_weight=41 109 47 107 40 62 120 108 30 31 896 85 34 48 49 28 45 58 103 27 91 25 131 75 32 57 136 192 28 31 46
leaf_count=41 109 47 107 40 62 120 108 30 31 896 85 34 48 49 28 45 58 103 27 91 25 131 75 32 57 136 192 28 31 46
internal_value=-0.000590457 2.61097e-05 -0.00279874 0.000274098 -0.000514762 0.0014562 -0.00232479 -0.00307377 -0.00653333 -0.000991597 0.00189873 -0.00141898 0.00182482 0.00374532 0.00210526 -0.00148997 0 -0.00149068 0.00241379 0.00352113 -0.00633333 0.000375 -0.00429752 0.000868056 0.00123596 0.00207729 0.00112045 0.00242424 -0.00112936 0.00230769
internal_weight=2912 2287 625 2178 1310 868 584 477 139 1179 147 1032 821 256 208 338 218 160 57 131 59 159 120 565 533 413 356 220 973 77
internal_count=2912 2287 625 2178 1310 868 584 477 139 1179 147 1032 821 256 208 338 218 160 57 131 59 159 120 565 533 413 356 220 973 77
cat_boundaries=0 18 47 49 75 104 105 108 110 113
cat_threshold=131074 1 571473920 264704 524290 8256 0 4194304 67584 16 32800 128 0 0 67108864 32 16 256 1073741824 0 0 0 2147483648 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8 0 1073774592 68 0 524288 68176130 2 268435456 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 256 0 4194304 0 0 16384 0 4 0 0 0 0 262144 0 0 0 0 0 2048 0 0 4096 0 0 0 0 128 0 0 0 0 0 0 0 524288 324 32768 1024 524288 1 14336 32800 0 524288
is_linear=0
shrinkage=0.04


Tree=553
num_leaves=31
num_cat=10
split_feature=7 8 9 12 0 0 10 3 0 3 3 0 3 3 4 11 0 12 0 11 4 3 1 13 12 0 0 1 4 3
split_gain=2.89373 1.33928 1.29127 1.25908 2.39613 1.33077 1.09677 1.439 1.00074 0.909099 0.887585 1.14397 0.774744 0.773271 0.88934 0.761765 0.758703 0.745716 1.08807 0.803685 0.711624 0.644289 0.561065 0.588829 0.580451 1.15619 0.815024 0.545137 0.54305 0.520605
threshold=0 1 2 3 47.750000000000007 47.750000000000007 4 2022.5000000000002 42.710000000000008 2004.5000000000002 2021.5000000000002 27.250000000000004 2011.5000000000002 1984.5000000000002 1525190000.0000002 5 24.500000000000004 6 33.175000000000004 7 52809240000.000008 2017.5000000000002 4.5000000000000009 8 9 35.600000000000009 35.600000000000009 2.5000000000000004 14469800500.000002 2019.5000000000002
decision_type=9 9 9 9 8 10 9 8 10 10 8 8 8 10 8 9 10 9 10 9 8 8 8 9 9 10 10 10 8 10
left_child=2 9 28 5 15 6 8 -8 12 13 11 -4 -3 14 -2 16 -5 19 27 -12 -16 -14 -17 -24 25 -25 -26 -19 -1 -23
right_child=1 3 10 4 -6 -7 7 -9 -10 -11 17 -13 21 -15 20 22 -18 18 -20 -21 -22 29 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00033817906115825026 -6.7361867049342555e-05 -0.00012507921601539351 -4.6505834501608945e-05 1.7123383742045917e-08 -0.00022633723075706768 4.7266142176383145e-05 2.6841783212390169e-05 -0.00032462690734970324 2.7490962061520465e-05 8.58516540226617e-06 8.5205914452757266e-06 1.4605018236437673e-05 0.0004798391584976258 -0.00015404780348163172 0.00024648073519681899 0.00049227582542091144 -7.3788286000677777e-05 0.0037149461612514048 -1.2629767197758212e-05 0.00011606569124204214 -2.8487034768858166e-05 -1.5961945773739217e-05 -3.4526886892294328e-06 -3.4897709439967176e-05 0.0017449768761435892 3.4796448406417822e-05 5.2827599336460195e-05 6.0086397742509234e-06 -2.4682205213863994e-05 -0.00034293010986658601
leaf_weight=26 39 140 28 133 33 47 26 76 68 47 100 80 47 31 34 26 43 25 138 259 192 601 120 28 26 84 156 125 123 31
leaf_count=26 39 140 28 133 33 47 26 76 68 47 100 80 47 31 34 26 43 25 138 259 192 601 120 28 26 84 156 125 123 31
internal_value=-0.000695534 -0.00153016 0.00118033 -0.00104953 0.000333333 -0.00191022 -0.00224242 -0.0060177 -0.00171492 -0.00378531 0.00185379 -0.00146789 -0.00212195 -0.0047138 -0.00398496 0.000907618 -0.00128342 0.00243827 0.000802676 0.00362162 -0.00299559 -0.00155882 0.00177384 0.00144578 0.00236066 0 0.00373057 0.00317881 -0.002125 -0.00189573
internal_weight=2932 2028 904 1685 649 1036 989 102 887 343 755 108 819 296 265 616 176 647 288 359 226 679 440 414 294 112 182 150 149 632
internal_count=2932 2028 904 1685 649 1036 989 102 887 343 755 108 819 296 265 616 176 647 288 359 226 679 440 414 294 112 182 150 149 632
cat_boundaries=0 18 48 50 52 53 56 57 59 60 61
cat_threshold=268451841 16 1140858880 2629636 34 134219778 131072 805306368 33554432 32 32 2097280 67108864 268435456 0 32 1073741824 128 16 2056 0 0 2147549184 1 0 0 0 0 0 0 8192 512 0 4096 0 0 0 2048 256 0 4194304 0 0 1073741824 68 0 0 4096 1 24704 67314754 32 288 16416 2147483648 524288 109634 32 1024 4 16795680
is_linear=0
shrinkage=0.04


Tree=554
num_leaves=31
num_cat=13
split_feature=7 12 8 7 14 2 2 2 8 2 9 2 12 2 2 13 2 2 3 12 2 2 11 8 2 12 2 2 2 2
split_gain=4.30362 1.85194 1.28554 1.23685 1.02146 1.89457 1.33139 1.08521 1.05629 1.00227 0.817373 0.821181 0.721562 0.705357 0.975616 0.704144 0.765886 1.75142 0.698301 0.924032 1.17039 0.69274 0.791344 1.04704 0.690058 0.630164 0.576633 0.822202 0.562218 0.560485
threshold=0 1 2 3 4 53.500000000000007 54.500000000000007 14.500000000000002 5 75.500000000000014 6 8.5000000000000018 7 10.500000000000002 44.500000000000007 8 24.500000000000004 45.500000000000007 2018.5000000000002 9 33.500000000000007 3.5000000000000004 10 11 114.50000000000001 12 15.500000000000002 39.500000000000007 9.5000000000000018 45.500000000000007
decision_type=9 9 9 9 9 10 10 10 9 10 9 8 9 10 10 9 10 10 8 9 8 10 9 9 8 9 8 8 8 8
left_child=18 21 13 15 5 7 8 -5 -6 -8 11 -10 -12 -3 -15 28 -17 -18 -1 20 -20 -2 -23 -24 -11 26 -13 -28 -4 -27
right_child=1 2 3 4 6 -7 9 -9 10 24 12 25 -14 14 -16 16 17 -19 19 -21 -22 22 23 -25 -26 29 27 -29 -30 -31
leaf_value=-5.4493411133336165e-05 7.0068921679222737e-05 -4.8530409707367992e-05 -1.4540284560027317e-05 7.7642137924271996e-06 -3.7511715940752314e-05 -9.6564778861534247e-05 2.9439409242826287e-05 0.00035524609678901699 3.7366235752500645e-05 -2.7692031922015302e-05 -0.00020359486601407184 -3.4607895494005448e-05 -6.6510227257552402e-05 4.2448879994267943e-05 3.1805870357004551e-05 1.2456235881153078e-05 -0.00046896337015489564 0.00077662878322954049 0.00014194544154804589 -0.00010877420773901747 -9.6931809830351769e-05 1.7556537752057011e-05 -4.9421546944792286e-05 4.1605107335840327e-06 6.9265711305632752e-06 -4.5573618400922557e-05 5.6435098006737407e-05 -0.00040037543486391768 8.740191063274949e-05 2.0515369176514753e-05
leaf_weight=126 185 27 32 45 117 33 45 39 113 57 111 35 129 31 43 44 26 35 55 236 47 180 104 609 77 124 38 28 93 40
leaf_count=126 185 27 32 45 117 33 45 39 113 57 111 35 129 31 43 44 26 35 55 236 47 180 104 609 77 124 38 28 93 40
internal_value=-0.000812392 -0.000130559 -0.00110706 -0.00146226 -0.00205374 0.00140625 -0.00250811 0.00470588 -0.00328804 0.000555556 -0.00248013 -0.00123393 -0.00430279 0.00303571 0.00533333 0.00116183 -0.0012069 -0.00419355 -0.00429474 -0.00342183 0 0.00110193 0.00064877 2.76243e-05 -0.00118519 -0.0024812 0.000178571 0.00238806 0.00308824 -0.00388571
internal_weight=2904 2440 1362 1261 1031 117 914 84 735 179 618 378 240 101 74 230 105 61 464 338 102 1078 893 713 134 265 101 66 125 164
internal_count=2904 2440 1362 1261 1031 117 914 84 735 179 618 378 240 101 74 230 105 61 464 338 102 1078 893 713 134 265 101 66 125 164
cat_boundaries=0 18 20 46 60 61 84 86 87 88 90 91 114 115
cat_threshold=131072 145 34603008 524800 65538 64 0 541065216 2048 536870912 32768 8192 144 0 0 0 16 256 16801794 34 0 2048 0 0 0 0 0 0 0 0 0 2048 2048 0 0 0 0 0 0 0 0 0 4194304 0 0 16384 2 0 0 0 0 0 4325376 0 0 8224 32 0 0 268435456 145 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 16777216 0 14352 1247296 2 352 34 32 0 0 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 16777216 68289600
is_linear=0
shrinkage=0.04


Tree=555
num_leaves=31
num_cat=10
split_feature=8 12 2 11 8 2 2 2 9 2 12 2 2 2 2 2 2 9 4 9 2 2 17 0 11 3 2 0 3 0
split_gain=1.35825 1.34823 1.10057 1.34116 1.05911 1.27272 1.19524 1.02356 0.99301 1.21515 1.07484 2.22297 2.31724 1.09983 1.18327 1.11526 1.41642 0.822584 0.856238 0.950984 0.876568 0.810454 0.7832 0.846487 0.826745 0.750125 0.744521 0.717249 0.613857 1.00857
threshold=0 1 1.5000000000000002 2 3 58.500000000000007 1.5000000000000002 7.5000000000000009 4 47.500000000000007 5 12.500000000000002 37.500000000000007 14.500000000000002 141.50000000000003 56.500000000000007 23.500000000000004 6 1050.0000000000002 7 17.500000000000004 272.00000000000006 8 33.175000000000004 9 2008.5000000000002 64.500000000000014 18.500000000000004 2002.5000000000002 18.500000000000004
decision_type=9 9 8 9 9 10 8 8 9 8 9 8 8 10 10 10 10 9 8 9 10 8 9 10 9 10 10 10 10 10
left_child=-1 4 27 17 5 -2 -6 -8 9 -5 11 -10 -13 -12 15 16 -15 -4 -19 20 -20 -14 23 -9 28 -26 -25 -3 29 -24
right_child=1 2 3 8 6 -7 7 22 10 -11 13 12 21 14 -16 -17 -18 18 19 -21 -22 -23 24 26 25 -27 -28 -29 -30 -31
leaf_value=2.3891239217874729e-05 0.00041316878455376126 6.7567935544374797e-05 -0.00014551012769864258 -1.5661919334633012e-05 -0.00022514762050100502 -7.0070709099994135e-05 6.8934265983671138e-05 -0.00046982840214774061 3.7287171133044697e-05 -0.00028989232192550674 -2.2858057790386964e-06 -0.00079872815278772438 0.0001045560312340399 0.0002253222072336314 -6.0790119974143412e-05 0.00089448274148708152 -1.5568948544668617e-05 -0.00013830038924808719 -4.5756608647451456e-05 -1.6146145132793778e-05 4.3889052542134265e-05 -0.00010026742423608682 2.734212153185922e-06 -3.3489175564440641e-05 -1.718374259922939e-05 5.1483270756094155e-05 -8.6680869054163163e-05 -6.0614003750103505e-05 -9.4766175691347599e-05 0.00015362757925274195
leaf_weight=101 77 25 102 82 41 25 191 27 29 49 111 30 26 30 43 25 27 57 61 711 62 46 130 204 409 76 35 29 25 69
leaf_count=101 77 25 102 82 41 25 191 27 29 49 111 30 26 30 43 25 27 57 61 711 62 46 130 204 409 76 35 29 25 69
internal_value=-0.000953992 -0.00111693 -0.00191517 -0.00213137 -0.000166667 0.00353982 -0.000509031 -0.000274207 -0.000392927 -0.00323944 0.000687831 -0.00211268 -0.00504854 0.00226721 0.00492063 0.00771084 0.00448276 -0.00296813 -0.00250554 -0.00220359 0.00104478 -0.00109589 -0.00079918 -0.00259928 -8.33333e-05 -0.00100806 -0.00191667 0.00363636 0.00187234 0.0027
internal_weight=2955 2854 1545 1491 1309 102 1207 1166 498 131 367 131 102 236 125 82 57 993 891 834 123 72 975 266 709 485 239 54 224 199
internal_count=2955 2854 1545 1491 1309 102 1207 1166 498 131 367 131 102 236 125 82 57 993 891 834 123 72 975 266 709 485 239 54 224 199
cat_boundaries=0 24 25 28 49 51 52 54 56 57 60
cat_threshold=0 0 4 0 2147483648 0 0 0 0 32768 0 2048 0 1048576 0 0 0 0 0 0 0 0 0 8 83904610 16421 1024 4096 16 0 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 4096 0 0 0 0 256 0 20612 1188096 0 20 1 16416 10 32 2147484672 524288
is_linear=0
shrinkage=0.04


Tree=556
num_leaves=31
num_cat=15
split_feature=7 8 12 12 8 2 1 7 6 4 12 11 2 2 2 2 9 2 7 0 9 12 13 3 2 2 2 12 0 3
split_gain=2.87484 2.37194 2.01035 1.81375 1.44605 1.41957 1.0541 1.02577 1.00627 1.18769 1.0774 0.961038 0.925148 1.12845 0.859218 1.32472 0.817982 0.879848 0.79775 0.865001 1.094 0.888186 0.939999 1.11957 0.941449 0.862105 1.16555 0.823515 0.77408 1.04553
threshold=0 1 2 3 4 3.5000000000000004 5.5000000000000009 5 6 12415638000.000002 7 8 10.500000000000002 31.500000000000004 29.500000000000004 69.500000000000014 9 2.5000000000000004 10 43.675000000000004 11 12 13 2000.5000000000002 9.5000000000000018 22.500000000000004 10.500000000000002 14 18.500000000000004 1989.5000000000002
decision_type=9 9 9 9 9 8 8 9 9 8 9 9 8 10 10 10 9 10 9 10 9 9 9 10 8 10 8 9 8 10
left_child=5 3 7 6 12 -1 -2 14 9 -7 -10 16 -4 -14 -3 -16 -9 -18 -6 20 21 -20 -23 24 -24 26 -21 -22 -13 -30
right_child=1 2 4 -5 18 8 -8 11 10 -11 -12 28 13 -15 15 -17 17 -19 19 25 27 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=9.1308512171934815e-05 2.8726254971935816e-05 1.9286494152268575e-05 -7.5518113370520724e-06 -0.0002816257280300505 -7.0223932601862769e-05 -0.00084896177624401055 -1.9858696966039703e-05 -7.2649368652335508e-05 5.8654663087871487e-05 -3.5622647390951555e-05 -3.5771902530257195e-05 0.00030161818288078736 4.1113176893574635e-05 7.321918585816434e-06 -0.00014584106546649877 1.8927325108535342e-05 0.0019693472130835232 1.027462584502814e-05 -1.6231315817805126e-06 5.9977346129258534e-05 6.6176895344298713e-05 -9.8797052581929285e-05 -0.00088739880544395076 0.00035244400433196435 -2.0299988793652801e-05 4.5682459647231613e-05 -7.2459564571332181e-05 -3.3671970168569486e-06 0.00010556561590135515 -9.2565477995520957e-06
leaf_weight=25 74 40 65 121 118 27 27 103 104 106 163 25 70 89 38 29 27 273 310 33 109 183 41 52 161 62 51 221 157 32
leaf_count=25 74 40 65 121 118 27 27 103 104 106 163 25 70 89 38 29 27 273 310 33 109 183 41 52 161 62 51 221 157 32
internal_value=-0.00062649 -0.000103093 0.000286957 -0.0039485 -0.000520305 -0.00362385 0.000178571 0.00201361 -0.00428928 -0.00708333 -0.00251799 0.00264331 0.00238298 0.004125 -0.00152542 -0.00441176 0.00140097 0.00244373 -0.00102071 -0.000696921 -0.00109462 -0.00192612 -0.00308036 -0.00135849 -0.00275862 0.00217687 -0.000470588 0.000821114 0.0048 0.00410526
internal_weight=2936 2511 2289 222 1565 425 101 724 400 133 267 617 224 159 107 67 403 300 1341 1223 1077 747 437 254 202 146 84 330 214 189
internal_count=2936 2511 2289 222 1565 425 101 724 400 133 267 617 224 159 107 67 403 300 1341 1223 1077 747 437 254 202 146 84 330 214 189
cat_boundaries=0 17 44 46 47 76 84 85 87 90 92 109 111 112 113 114
cat_threshold=131072 0 67108864 2624000 0 64 0 4194304 65536 134217744 8192 128 0 0 0 0 144 1342177296 2 0 0 0 0 0 2147483648 0 0 0 0 2112 0 0 4096 0 0 33554432 0 0 0 0 0 0 1073741824 64 16812288 32 140386 0 2056 0 0 2147483648 0 0 0 0 0 0 2052 0 1048576 0 0 0 0 0 0 128 0 4194304 0 0 32768 0 0 524288 0 128 0 0 0 0 0 131072 386 16842786 32 16420 0 524288 0 8356 0 0 0 4 2 0 0 0 0 32 0 0 0 0 0 0 4096 256 18576 68247552 2 68224032
is_linear=0
shrinkage=0.04


Tree=557
num_leaves=31
num_cat=9
split_feature=7 7 8 12 2 2 8 2 12 7 6 2 0 2 2 7 2 3 5 2 4 2 4 2 2 2 2 2 4 2
split_gain=2.76619 1.93244 1.62414 1.1164 1.15144 1.15778 1.02443 0.839215 0.763613 1.10638 0.902522 1.65048 1.41332 0.910868 1.07843 0.823362 1.81869 0.84635 0.777334 0.613368 0.584718 0.569774 0.678439 1.02087 0.553953 0.854614 0.604592 0.547235 1.33358 1.12108
threshold=0 1 2 3 67.500000000000014 25.500000000000004 4 3.5000000000000004 5 6 7 36.500000000000007 38.20000000000001 99.000000000000014 71.500000000000014 8 49.500000000000007 2016.5000000000002 2.5000000000000004 69.500000000000014 86.000000000000014 50.500000000000007 3890.0000000000005 17.500000000000004 9.5000000000000018 19.500000000000004 25.500000000000004 9.5000000000000018 1104.0000000000002 1.5000000000000002
decision_type=9 9 9 9 10 8 9 10 9 9 9 8 10 10 10 9 10 10 8 10 10 10 10 10 8 10 10 8 8 10
left_child=20 -2 3 4 5 -3 -4 -5 15 19 11 12 -11 14 18 16 -8 27 -12 24 -1 22 23 -9 -10 -26 -27 29 -29 -17
right_child=1 2 6 7 -6 -7 8 21 9 10 13 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=1.2851097981148031e-05 -0.00017457945555975131 -4.3346699650470556e-06 -6.1829661642107687e-05 -2.1294482846201392e-06 -3.3025448748063011e-05 4.361868760589971e-05 -1.7779641656545664e-06 2.6561024437015134e-05 -6.4724526017059255e-05 0.0002007361289707177 2.1611835068924278e-06 0.00017623127334481125 -7.9519946497583755e-05 -0.00017593627180577444 2.0540040699330577e-05 -0.00018988457393454895 0.00026493364344133853 2.5362083603646113e-05 -4.6665757719246418e-05 -1.4844244361675863e-05 0.00034721106208550622 1.0085044293646205e-05 -2.0610130249423264e-05 0.00059008389971225482 0.00019348934715559098 -9.6187859105469902e-05 0.00012172107768357421 -0.00061855543976971458 -1.398112507573046e-05 3.2977627389456643e-05
leaf_weight=150 109 113 101 31 43 41 107 84 31 36 70 77 137 80 39 25 37 76 432 44 69 78 25 43 42 26 80 32 527 141
leaf_count=150 109 113 101 31 43 41 107 84 31 36 70 77 137 80 39 25 37 76 432 44 69 78 25 43 42 26 80 32 527 141
internal_value=-0.000833618 -0.00118469 -0.000950556 0.00119403 -0.00105769 0.000516129 -0.0014133 0.00286765 -0.0012 -0.00191855 -0.00256236 -0.00045977 -0.00264368 -0.00338608 -0.00284133 -0.000355649 0.00232258 -0.000862069 -0.00333996 0.000598291 0.0033913 0.00380952 0.00522876 0.00640625 0.00166667 0.00268456 0.000747664 -0.00129477 -0.00189286 0.000718563
internal_weight=2926 2707 2598 458 197 154 2140 261 2039 1094 871 250 173 621 541 945 144 801 502 223 219 230 152 127 179 148 106 725 559 166
internal_count=2926 2707 2598 458 197 154 2140 261 2039 1094 871 250 173 621 541 945 144 801 502 223 219 230 152 127 179 148 106 725 559 166
cat_boundaries=0 18 35 64 65 78 79 90 91 108
cat_threshold=268435459 16 536870912 0 2 0 0 8192 0 8192 8192 0 0 0 0 0 1073741824 128 0 0 0 524288 0 64 0 4194304 0 0 0 0 268435600 0 0 0 16 268435456 8 4 0 2147549184 1 0 0 0 0 0 133124 0 1049088 0 0 0 0 0 2048 0 0 4194304 0 0 16384 0 0 524288 67118114 1073741840 4 0 0 0 0 0 0 1 0 0 0 64 16834594 131072 0 67108864 0 0 0 131072 0 2048 0 32 70 0 1 0 0 0 0 0 131072 0 0 0 128 0 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=558
num_leaves=31
num_cat=13
split_feature=7 8 9 12 8 12 12 1 0 3 9 7 12 4 4 12 0 4 0 0 0 4 12 5 4 3 4 5 12 0
split_gain=2.54109 2.51019 2.23183 2.43299 1.75531 1.55953 1.25955 1.06674 1.17209 1.31088 1.16348 1.37937 1.50134 1.40517 1.04784 1.00552 0.887886 0.855967 0.788975 0.788227 0.701195 0.680357 0.677549 1.02375 0.809463 0.560931 0.627303 0.493544 0.543327 1.16212
threshold=0 1 2 3 4 5 6 4.5000000000000009 14.500000000000002 2015.5000000000002 7 8 9 775.00000000000011 141.00000000000003 10 21.500000000000004 16000.000000000002 30.500000000000004 35.850000000000009 36.400000000000006 1972110000.0000002 11 4.5000000000000009 25409110000.000004 2002.5000000000002 1525190000.0000002 1.0000000180025095e-35 12 38.20000000000001
decision_type=9 9 9 9 9 9 9 8 10 10 9 9 9 8 10 9 10 8 10 10 10 8 9 8 8 8 10 10 9 10
left_child=2 6 20 14 5 -3 -2 -6 -9 10 11 -10 -13 -14 18 -12 -8 -17 -4 -15 -1 -5 23 -21 -24 -19 -27 28 29 -23
right_child=1 4 3 21 7 -7 16 8 9 -11 15 12 13 19 -16 17 -18 25 -20 22 -22 27 24 -25 -26 26 -28 -29 -30 -31
leaf_value=9.2843212421200864e-06 -1.1830464247211126e-05 -7.8123037349797646e-06 1.0397375851596279e-05 9.2971762711364648e-05 5.9444882592814001e-05 -9.3291588822843604e-05 -5.9245825717511028e-05 -8.9645837867813324e-05 -5.3895333331155373e-05 1.8982693627549453e-05 -0.00034768661671087387 1.1029332194638641e-05 -0.00051407932651759581 -1.6224647417466543e-05 -0.00018576567545295576 0.00040106635797549473 5.1614709644880468e-05 2.7675904393618113e-05 -4.6474747423914667e-05 -0.00014850395402504546 -4.1942193402917385e-05 -6.1554780657608883e-05 4.5772605861742477e-05 5.4457214185461566e-05 -5.0955690049079295e-05 -0.00021568115504244645 1.9092824785360563e-05 6.3015775611248166e-05 4.246277691191125e-05 0.00036806790134328085
leaf_weight=43 116 109 109 34 103 164 37 28 105 123 100 235 40 186 27 28 111 44 101 61 77 56 55 219 229 161 28 33 114 62
leaf_count=43 116 109 109 34 103 164 37 28 105 123 100 235 40 186 27 28 111 44 101 61 77 56 55 219 229 161 28 33 114 62
internal_value=-0.000802994 -0.00143044 0.00137931 0.00248629 -0.00191227 -0.00485915 0.00218182 -0.00142369 -0.00167985 -0.0015356 -0.00186327 -0.00119194 -0.000714286 -0.00154806 -0.000564516 -0.0038172 0.0045283 -0.00227941 0.000379147 -0.00117177 -0.00335878 0.00483871 -0.000424779 0.000962199 -0.00176271 -0.00316239 -0.00410526 0.00428571 0.00360515 0.00124031
internal_weight=2938 2282 656 536 2018 273 264 1745 1642 1614 1491 1130 1025 790 237 361 148 261 210 750 120 299 564 280 284 233 189 265 232 118
internal_count=2938 2282 656 536 2018 273 264 1745 1642 1614 1491 1130 1025 790 237 361 148 261 210 750 120 299 564 280 284 233 189 265 232 118
cat_boundaries=0 18 44 46 47 74 76 78 80 90 91 93 95 97
cat_threshold=268566529 144 536870912 2105348 524288 134217728 131072 268443648 0 8192 0 0 0 268435456 0 0 1073741952 384 0 4 0 0 2147483648 0 0 0 0 32768 0 133120 0 0 268435456 0 0 0 4096 0 2147483776 0 0 8 0 268451840 1 16404 18006368 1073741840 2048 4 0 0 0 0 0 0 0 0 0 10240 0 0 4096 0 0 33554432 2048 256 0 4194304 0 0 0 64 34080 32 139298 32 1073741825 30720 0 0 1048576 0 32 0 0 0 65536 32 85074176 1122560 32 19458 32 1026 32
is_linear=0
shrinkage=0.04


Tree=559
num_leaves=31
num_cat=14
split_feature=7 12 9 11 7 2 4 12 2 4 6 2 2 4 2 12 9 11 1 2 2 2 2 13 6 2 2 16 2 6
split_gain=3.43992 2.19596 1.32346 1.57093 1.57725 1.3232 1.28545 1.23281 2.38607 1.51763 1.15741 1.18243 1.15692 1.14403 1.0764 0.822407 1.12516 0.984519 0.935261 0.707735 0.694591 1.30372 1.01302 0.889389 1.78815 1.05106 0.903598 0.836409 0.678362 1.36609
threshold=0 1 2 3 4 49.500000000000007 25235975000.000004 5 27.500000000000004 722615000.00000012 6 104.50000000000001 22.500000000000004 6050.0000000000009 7.5000000000000009 7 8 9 5.5000000000000009 57.500000000000007 55.500000000000007 79.500000000000014 49.500000000000007 10 11 19.500000000000004 38.500000000000007 12 12.500000000000002 13
decision_type=9 9 9 9 9 10 8 9 10 10 9 10 8 10 10 9 9 9 10 8 10 10 10 9 9 8 8 1 10 9
left_child=1 6 14 5 19 -4 -1 13 9 15 11 -10 -8 20 -3 -9 17 18 -17 -5 22 -22 23 24 -2 -25 -27 -23 29 -18
right_child=7 2 3 4 -6 -7 12 8 10 -11 -12 -13 -14 -15 -16 16 28 -19 -20 -21 21 27 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00028666073607578116 2.1875533095609967e-05 -1.9538380782151421e-05 -1.6455052227399849e-05 0.00034255887967216125 -2.9741203227189318e-05 -6.3924351169717403e-05 -0.00029531967144514227 8.8997737126845784e-05 -1.5177099405683236e-05 -7.9499050983073969e-05 -4.793359673541886e-05 0.0029162161323727531 -3.3519313465930624e-05 4.0200458674810591e-05 -0.00017474260664528175 -2.6381118048099952e-05 -5.2486875279029735e-05 7.5715381663599145e-06 -0.00035831766064283957 1.0671871196379357e-05 0.00025532236579028477 -9.5850161637258684e-05 -0.00010630144341195803 7.2979638782655345e-05 -0.00013694875584604915 -9.6412246609389744e-06 0.00036233968936670634 1.7510687685415862e-05 7.4210607151812275e-05 6.2156501934218506e-05
leaf_weight=30 138 34 77 76 167 30 89 156 98 47 454 30 105 38 68 168 125 176 31 37 58 65 28 92 127 47 32 43 135 148
leaf_count=30 138 34 77 76 167 30 89 156 98 47 454 30 105 38 68 168 125 176 31 37 58 65 28 92 127 47 32 43 135 148
internal_value=-0.000671186 -0.0030663 -0.00148 -0.000351759 0.00123711 -0.00423729 -0.00629787 0.000106809 -0.00050665 0.000688956 -0.00253859 0.000863309 -0.00533333 0.00153166 -0.00530973 0.00104255 0.000478589 -0.00108808 -0.00295238 0.00467742 0.00114105 0.00335329 0.000344086 0.000823799 -0.000652174 0.00296703 -0.00025 0.000733945 0.00190931 0.00080292
internal_weight=2949 713 489 387 280 107 224 2236 1568 986 582 128 194 668 102 939 783 375 199 113 630 166 464 436 265 171 79 108 408 273
internal_count=2949 713 489 387 280 107 224 2236 1568 986 582 128 194 668 102 939 783 375 199 113 630 166 464 436 265 171 79 108 408 273
cat_boundaries=0 17 19 21 24 33 35 36 38 40 41 42 43 44 45
cat_threshold=131072 129 1048576 516 524320 66 33554432 541065216 33619968 16 32800 128 16 0 0 0 4240 1067264 34 0 12308 16416 0 524288 0 1 0 4 32 0 0 0 33619968 16853248 2 132 1048576 32 257 2176 4 10 136 2 146
is_linear=0
shrinkage=0.04


Tree=560
num_leaves=31
num_cat=9
split_feature=8 12 12 0 0 3 9 1 8 4 5 4 6 0 3 3 9 4 3 3 4 3 5 3 3 9 12 3 0 4
split_gain=2.55314 1.77949 1.67316 1.36108 1.47311 1.05127 0.951524 0.998009 0.82047 0.796605 0.619711 0.597554 0.793681 1.10617 0.987064 1.05804 0.78195 0.964335 0.613705 0.53997 0.498565 0.441286 0.429905 0.405201 0.400034 0.38347 0.552088 0.582589 0.354635 0.394601
threshold=0 1 2 10.500000000000002 26.500000000000004 2017.5000000000002 3 5.5000000000000009 4 101.00000000000001 1.0000000180025095e-35 20046740000.000004 5 48.175000000000004 2017.5000000000002 1996.5000000000002 6 6670500000.000001 2006.5000000000002 2021.5000000000002 552615000.00000012 2004.5000000000002 5.5000000000000009 1980.5000000000002 2010.5000000000002 7 8 2020.5000000000002 14.500000000000002 1050.0000000000002
decision_type=9 9 9 8 8 8 9 8 9 8 10 10 9 10 8 10 9 8 10 8 8 10 8 10 10 9 9 8 10 10
left_child=1 10 3 -2 -5 -3 7 -6 -4 -10 -1 12 14 16 15 -11 17 -14 23 -16 -7 -18 -22 -19 -17 26 27 -8 -21 -30
right_child=2 5 8 4 6 20 25 -9 9 11 -12 -13 13 -15 19 24 21 18 -20 28 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.4245792183185134e-05 -0.00021046215095637421 6.2845968372968739e-05 -6.1219518057598067e-06 1.3707090813710465e-05 0.00013933948341239954 -5.353584499978581e-06 0.00014253501894053499 -3.6299952041076724e-05 0.00013458583051811245 5.069379909627969e-06 1.2194338869804256e-05 -8.137977789090201e-05 -0.00016775290237944774 6.1932447916497325e-05 3.3582313579536562e-05 -0.00013014024338474429 -6.1665072625061158e-07 -2.3437349691768363e-05 -0.00020509610863658878 4.8517688159677164e-06 0.0014131619517343097 0.00093851869995276616 4.5263305815126386e-05 0.00019867529306672794 -0.0014327955108746693 -0.0001064417976727583 -6.1169831896243918e-05 2.140755217716617e-06 -3.2853652382129897e-05 1.8320409888161749e-06
leaf_weight=95 84 45 318 299 79 34 27 41 28 29 25 28 45 34 32 95 144 172 56 49 37 25 115 27 27 124 184 116 501 45
leaf_count=95 84 45 318 299 79 34 27 41 28 29 25 28 45 34 32 95 144 172 56 49 37 25 115 27 27 124 184 116 501 45
internal_value=-0.000783519 0.00237569 -0.00121374 0.000124352 0.000597015 0.00438017 -0.000594406 0.00244275 -0.00198079 -0.0024184 -0.00152672 -0.00258015 -0.0024493 -0.0011284 -0.00324461 -0.00618421 -0.00165957 -0.00282958 -0.00195312 -0.00257962 0.00320856 0.000555556 0.00418301 -0.0009 -0.00780488 -0.00142857 -0.000650888 0.00116883 -0.00285235 -0.00314442
internal_weight=2960 351 2609 954 870 231 571 120 1655 1337 120 1309 1281 503 778 151 469 300 255 627 186 169 152 199 122 451 327 143 595 546
internal_count=2960 351 2609 954 870 231 571 120 1655 1337 120 1309 1281 503 778 151 469 300 255 627 186 169 152 199 122 451 327 143 595 546
cat_boundaries=0 30 31 33 35 58 59 61 63 64
cat_threshold=16 2060 4 134217728 0 0 0 0 0 0 0 131072 0 1048576 268435456 0 0 0 4096 0 0 524288 0 8 0 268435456 0 0 524288 4096 8226 26912 34 1 24624 0 0 0 0 65536 0 262144 0 0 32768 0 2052 10240 0 0 0 0 0 0 0 128 0 4194304 270 0 26628 0 6144 10272
is_linear=0
shrinkage=0.04


Tree=561
num_leaves=31
num_cat=11
split_feature=8 8 2 2 2 10 9 12 2 3 2 2 2 3 2 5 2 2 15 12 13 17 6 2 2 2 12 5 2 5
split_gain=1.897 1.13129 1.57334 1.23139 1.10525 1.08546 2.04691 0.961274 0.931275 0.879249 1.02651 0.83562 1.07976 0.833772 0.905282 0.640946 0.638816 0.632333 0.60159 1.52583 1.32669 1.16793 1.07916 1.00812 0.867789 0.814013 0.947595 0.780171 0.945069 0.700347
threshold=0 1 1219.0000000000002 35.500000000000007 8.5000000000000018 2 3 4 83.500000000000014 2015.5000000000002 64.500000000000014 13.500000000000002 20.500000000000004 2012.5000000000002 10.500000000000002 3.5000000000000004 36.500000000000007 3.5000000000000004 5 6 7 8 9 79.500000000000014 8.5000000000000018 13.500000000000002 10 2.5000000000000004 510.50000000000006 9.0000000000000018
decision_type=9 9 8 10 10 9 9 9 10 8 10 8 8 8 8 8 10 10 9 9 9 9 9 10 10 10 9 8 8 8
left_child=7 2 3 4 -2 6 18 16 15 10 -8 17 -13 -7 -15 -9 -1 -11 20 27 21 -3 23 -23 -22 -24 -27 -20 -29 -21
right_child=1 5 -4 -5 -6 13 9 8 -10 11 -12 12 -14 14 -16 -17 -18 -19 19 29 24 22 25 -25 -26 26 -28 28 -30 -31
leaf_value=7.1724216333031167e-05 -0.00012230352537727639 -9.156534982693643e-05 1.7880692791720775e-05 -6.546195013712008e-05 -7.0711305948378828e-07 5.7079055863411553e-05 -8.789437471286021e-05 0.001266045332572716 -9.0498760833810369e-05 1.0055069579308906e-05 8.0523228956508319e-06 -7.537546515386851e-05 2.7101953358901199e-05 -0.00031483988645419458 -7.4949257256449193e-05 7.6356627041818112e-06 1.7123863934997986e-05 0.0013472797501290757 -4.548421954311266e-05 -2.1834148946595632e-05 0.00063462574341986765 3.5027618578524769e-05 -4.642224879045642e-05 -0.00025133673695240335 1.1653572216800968e-05 -2.0748564491128718e-05 5.5633467807325586e-06 6.6942149604187759e-05 -2.4942809319057347e-05 -0.00026761916047050247
leaf_weight=94 88 103 37 103 156 26 56 31 49 25 25 40 136 60 102 204 37 78 117 87 36 213 176 38 97 265 201 101 30 153
leaf_count=94 88 103 37 103 156 26 56 31 49 25 25 40 136 60 102 204 37 78 117 87 36 213 176 38 97 265 201 101 30 153
internal_value=-0.00055312 -0.000960938 -0.00293671 -0.00385057 -0.00228571 -0.000597426 -0.000311871 0.00192488 0.000542373 0.00237197 -0.00121951 0.0035 0.00180791 -0.00341709 -0.00466258 0.00161017 0.00464789 0.00634615 -0.000921376 -0.00208417 -0.000403509 -0.000913605 -0.000420354 0.00175573 0.00319444 -0.00128637 -0.000428266 0.00015444 0.00227273 -0.00430279
internal_weight=2964 2549 384 347 244 2165 1977 415 284 360 81 279 176 188 162 235 131 103 1617 488 1129 996 893 251 133 642 466 248 131 240
internal_count=2964 2549 384 347 244 2165 1977 415 284 360 81 279 176 188 162 235 131 103 1617 488 1129 996 893 251 133 642 466 248 131 240
cat_boundaries=0 30 60 61 63 64 65 66 67 68 69 71
cat_threshold=0 4 0 134217728 1073741824 0 0 0 0 32768 0 0 8192 1048576 268435456 4096 0 0 4096 8192 256 524288 0 8 0 0 64 0 0 8192 268435456 10 4 0 2147549184 1 0 0 0 0 0 131072 2048 512 0 0 0 0 0 0 0 0 0 0 0 1073741824 0 0 0 4096 288 256 22672 16883744 2348810240 83952962 6 9 450 68208898 32
is_linear=0
shrinkage=0.04


Tree=562
num_leaves=31
num_cat=6
split_feature=7 2 7 5 8 2 13 1 2 2 2 2 15 0 6 2 2 0 2 1 2 2 0 2 2 2 1 2 2 5
split_gain=3.19957 1.56679 1.43773 1.35112 1.23637 1.23776 1.09666 1.19632 1.03291 1.0071 0.944001 0.927849 0.728892 1.87034 1.17296 0.942519 0.888838 1.14904 0.853202 0.773299 0.643973 0.641564 0.581857 1.14254 0.554206 0.592453 0.530467 1.20838 0.802176 1.07154
threshold=0 106.50000000000001 1 2.5000000000000004 2 8.5000000000000018 3 4.5000000000000009 58.500000000000007 492.00000000000006 30.500000000000004 262.50000000000006 4 33.175000000000004 5 15.500000000000002 6.5000000000000009 33.175000000000004 24.500000000000004 1.0000000180025095e-35 7.5000000000000009 31.500000000000004 24.500000000000004 49.500000000000007 83.500000000000014 35.500000000000007 5.5000000000000009 16.500000000000004 99.000000000000014 3.5000000000000004
decision_type=9 8 9 8 9 10 9 10 10 10 10 10 9 10 9 10 8 10 10 10 10 8 10 10 10 10 10 10 8 8
left_child=1 6 3 -2 5 -4 7 -1 10 11 20 12 14 15 -6 19 17 -16 -18 -14 -8 -5 23 -20 25 -7 28 -28 29 -15
right_child=2 -3 4 21 9 24 8 -9 -10 -11 -12 -13 13 26 16 -17 18 -19 22 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00022935671237252819 -0.00011059359729124197 1.866939320645855e-05 0.00010323495942394346 -1.9104493496513443e-06 0.0001238583780053304 -6.9218358592237908e-05 6.6847363082516152e-05 3.4654999701189126e-06 -1.7125466618530537e-05 0.00018500980708658688 0.00085313298612391011 -0.00020070570204524076 -7.7592542420141801e-05 8.0251829045607787e-06 0.00014302028270382294 -5.2439633044443213e-06 2.0871821250025847e-05 -0.00058275940844936262 0.00062271903580541027 -0.00026164708633821479 9.1835539219076166e-06 -2.5142016697827787e-05 -6.4566612678120807e-05 -6.8940976481712825e-06 3.4948085455610568e-06 -0.00039354046193636807 0.00073814448886164283 -8.103466092514111e-05 2.5176376090954025e-05 -0.00014844919082605658
leaf_weight=38 63 56 51 252 114 110 58 171 38 54 59 34 26 120 28 52 247 106 30 45 142 306 159 39 28 32 76 49 181 161
leaf_count=38 63 56 51 252 114 110 58 171 38 54 59 34 26 120 28 52 247 106 30 45 142 306 159 39 28 32 76 49 181 161
internal_value=-0.000594668 0.00209424 -0.00123842 -0.00287975 -0.000638905 -0.00336207 0.00142012 -0.000818182 0.00292208 -0.000221932 0.00392308 -0.000422343 -0.000264993 -0.00116505 0.000626703 -0.00564516 -9.67742e-05 -0.00296296 0.000714286 -0.00861111 0.00258706 -0.0022898 -0.00104803 0.002 -0.0051462 -0.00615385 -0.000238095 0.00206349 -0.000863931 -0.00219858
internal_weight=2925 562 2363 621 1742 221 506 209 297 1521 259 1467 1433 710 723 123 609 134 475 71 200 558 228 69 170 142 587 125 462 281
internal_count=2925 562 2363 621 1742 221 506 209 297 1521 259 1467 1433 710 723 123 609 134 475 71 200 558 228 69 170 142 587 125 462 281
cat_boundaries=0 18 35 59 60 62 63
cat_threshold=2 16 536879104 786948 0 2 131072 268435456 0 16 0 0 67108864 268435456 67108864 0 128 384 0 0 34603008 0 0 134225920 0 131072 33556480 32 8224 320 268435472 0 0 0 1073741840 16 4 0 0 2147483648 1 262144 0 0 0 0 0 8192 0 0 0 0 0 0 2048 384 0 0 8 12 69206016 1 320
is_linear=0
shrinkage=0.04


Tree=563
num_leaves=31
num_cat=9
split_feature=7 8 2 7 8 8 3 3 3 5 6 4 4 4 0 3 2 2 11 2 3 13 2 3 2 2 7 0 2 0
split_gain=2.08271 2.82727 1.57423 1.43537 1.23529 1.01902 2.07842 1.0175 1.52188 0.933397 0.936264 1.17925 1.10963 1.51606 0.936855 1.03587 0.927401 0.878866 0.869507 0.871542 0.866518 0.738822 0.800431 1.53366 1.56485 0.711426 0.991297 1.1965 1.27232 0.89983
threshold=0 1 108.50000000000001 2 3 4 1996.5000000000002 2016.5000000000002 2007.5000000000002 1.5000000000000002 5 9330535000.0000019 552615000.00000012 313.50000000000006 20.500000000000004 2018.5000000000002 14.500000000000002 73.500000000000014 6 36.500000000000007 2009.5000000000002 7 29.500000000000004 1980.5000000000002 6.5000000000000009 8.5000000000000018 8 39.07500000000001 69.500000000000014 35.250000000000007
decision_type=9 9 10 9 9 9 10 10 10 8 9 8 10 8 8 10 8 10 9 8 10 9 10 10 10 10 9 10 10 10
left_child=4 2 17 -3 16 6 -5 8 25 -7 11 12 13 -11 -12 21 -1 -2 19 -13 -8 -16 23 24 -23 -6 -27 29 -29 -28
right_child=1 3 -4 5 7 9 20 -9 -10 10 14 18 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-2.1761532398727467e-05 1.1827842090639251e-05 3.4336784536890264e-05 0.0005573068679105475 -2.5253834290381859e-05 -3.9604971278990323e-05 -0.00011051028929081497 -0.00010747955452270475 2.7094190204479674e-05 -0.00076934611445707898 -5.2280954194330321e-05 -0.00047023750182908944 5.4724601199040986e-07 -0.00061695182807909533 0.00021404733143043586 6.9834542515678775e-06 -7.1863195096497632e-05 2.6021833070899447e-06 -0.00014355227684323068 -6.8274392387479567e-06 0.0016295804978129526 -4.1872015985013892e-05 2.160211823323266e-05 6.2135808747143535e-07 -0.00020516500530959547 0.0011094481595930006 -2.9257916816689544e-05 -0.00013648516790517817 -9.1432066994556754e-05 1.0301356712574262e-05 -0.000608035604559305
leaf_weight=68 218 104 74 153 139 99 26 32 25 39 25 72 34 28 135 31 257 28 790 65 32 51 45 35 46 101 45 89 46 25
leaf_count=68 218 104 74 153 139 99 26 32 25 39 25 72 34 28 135 31 257 28 790 65 32 51 45 35 46 101 45 89 46 25
internal_value=-0.000196078 0.000467071 0.00386707 -0.000153762 -0.00188544 -0.000442632 -0.00297297 -0.00311891 -0.0036518 -6.64011e-05 0.000200429 -0.000423484 -0.0045098 -0.00147059 0.00189974 0.0025 5.95238e-05 0.00242915 2.15517e-05 0.00283784 -0.00949153 0.00319489 0.00478723 0.00661654 0.00918367 -0.00309417 -0.00416938 -0.00564815 -0.00367647 -0.0101408
internal_weight=2957 2130 320 1810 827 1706 211 502 470 1495 1396 1028 101 67 368 343 325 246 927 137 58 312 177 132 97 445 306 205 135 70
internal_count=2957 2130 320 1810 827 1706 211 502 470 1495 1396 1028 101 67 368 343 325 246 927 137 58 312 177 132 97 445 306 205 135 70
cat_boundaries=0 18 47 65 94 123 124 127 128 145
cat_threshold=131072 268435585 33562624 2560 2 134225984 0 4325376 33554432 134225968 32 64 268435600 268435456 0 0 4112 256 0 4 0 0 0 1 0 2147483648 1 32768 0 0 0 512 0 0 0 0 4096 0 128 0 4194304 0 0 16384 64 0 524288 0 0 536870912 8192 0 0 0 268443648 0 0 0 0 0 0 0 32 128 32896 0 8 0 134217728 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8192 384 0 16777216 0 0 0 0 0 524288 16 8 0 0 65536 0 262144 0 0 0 0 2048 64 0 0 0 0 0 33554432 0 0 0 0 0 0 1073741824 0 0 128 142 32768 2147484672 524288 2 0 1 0 2048 2 0 0 0 0 134217728 0 0 0 268435456 0 0 16
is_linear=0
shrinkage=0.04


Tree=564
num_leaves=31
num_cat=14
split_feature=7 12 7 12 4 4 0 9 0 4 15 4 0 12 6 6 11 15 12 1 7 11 0 0 0 0 0 0 0 4
split_gain=3.8224 1.70392 1.40977 1.3659 1.18196 0.963219 0.955106 0.857207 0.905699 0.883713 0.69757 0.689861 1.03565 0.658952 1.56885 1.09972 0.721978 0.834003 0.744958 0.627788 0.600371 0.884968 1.08914 1.30909 0.701559 0.586995 0.571074 1.82554 0.540729 0.528176
threshold=0 1 2 3 25235975000.000004 9736.0000000000018 51.32500000000001 4 47.750000000000007 237200.00000000003 5 313.50000000000006 40.250000000000007 6 7 8 9 10 11 2.5000000000000004 12 13 29.500000000000004 15.500000000000002 16.750000000000004 40.675000000000004 29.500000000000004 35.600000000000009 35.600000000000009 3550.0000000000005
decision_type=9 9 9 9 8 8 8 9 10 8 9 10 10 9 9 9 9 9 9 10 9 9 10 10 10 10 10 10 8 10
left_child=1 10 3 25 -3 29 7 9 13 -7 -1 12 -5 14 -9 26 -17 18 -18 -6 24 -22 23 -23 -16 -2 -15 -28 -21 -4
right_child=2 4 5 11 19 6 -8 8 -10 -11 -12 -13 -14 15 20 16 17 -19 -20 28 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.4230031084792076e-05 7.4565196667464305e-06 -0.00013774275844447459 1.341363619857816e-05 6.6898501536769576e-05 0.0028877064897999106 -0.00012690413673993817 -8.7467838126826792e-05 0.00022050412810013854 7.3885761525076534e-05 -2.2663146189145777e-05 -0.00011857813442478715 0.00035523329349000931 -6.2835424245264452e-05 0.00048950043763792191 -1.0370412785221107e-06 2.4939968200072825e-05 -4.8430182246761433e-05 -0.00010119266606618993 3.0959487787285411e-06 -0.00020890055606006541 4.0544708831014023e-05 -1.4787602921089161e-05 -3.6899411533681814e-05 4.2611200125861618e-05 -2.5082849398998519e-05 -0.0001604178042781257 -0.000116149621077426 1.7006798672483115e-05 2.0824334862936668e-05 0.00014155609770789113
leaf_weight=102 117 45 159 129 47 26 41 126 36 313 144 28 26 28 67 111 118 166 272 48 134 78 116 40 35 32 26 239 77 27
leaf_count=102 117 45 159 129 47 26 41 126 36 313 144 28 26 28 67 111 118 166 272 48 134 78 116 40 35 32 26 239 77 27
internal_value=-0.000209885 -0.00350211 0.000415834 0.00279883 -0.000789474 3.68834e-05 -0.000223011 -9.31677e-05 0.000299439 -0.00188571 -0.00575875 0.00505155 0.00423077 0.000154143 0.00118616 -0.000494336 -0.00138643 -0.00197531 -0.000897756 0.000693642 8.31601e-05 0.000844327 -0.000653061 0.00201681 -0.00247788 -0.000125 0.00151316 0.000977444 -0.000793651 0.00278075
internal_weight=2953 463 2490 332 217 2158 1972 1931 1592 339 246 183 155 1556 596 960 667 556 390 172 470 368 234 118 102 149 293 265 125 186
internal_count=2953 463 2490 332 217 2158 1972 1931 1592 339 246 183 155 1556 596 960 667 556 390 172 470 368 234 118 102 149 293 265 125 186
cat_boundaries=0 17 19 36 38 40 41 43 44 45 48 49 50 58 59
cat_threshold=131072 0 68157440 0 2 66 0 536870912 33554432 536870912 8224 128 8388624 268435456 67108864 0 4112 1255490 2 268435458 17 1610874880 2359296 524288 134217728 4194304 268443648 0 8208 0 320 0 0 0 32 1073741952 1049634 32 1073741825 4256 201326592 67232768 2 130 276 32768 2147484672 524288 70254592 16777536 0 128 0 0 0 0 0 131072 4
is_linear=0
shrinkage=0.04


Tree=565
num_leaves=31
num_cat=9
split_feature=7 4 12 0 1 12 6 14 1 5 2 6 3 7 2 2 2 2 2 2 0 2 2 7 0 12 2 2 3 2
split_gain=2.27233 1.43293 1.3513 1.76233 1.39789 1.28157 2.90554 1.47948 1.82281 1.79242 1.66011 1.38763 1.24393 1.23171 1.4309 1.12076 1.07013 1.05659 1.05444 1.04722 1.06492 1.03846 0.977806 0.975614 0.899357 0.992769 0.932646 1.31995 0.911554 0.835433
threshold=0 1317685000.0000002 1 32.500000000000007 5.5000000000000009 2 3 4 3.5000000000000004 1.5000000000000002 572.00000000000011 5 2007.5000000000002 6 39.500000000000007 99.000000000000014 14.500000000000002 15.500000000000002 4.5000000000000009 99.000000000000014 20.500000000000004 29.500000000000004 31.500000000000004 7 44.07500000000001 8 7.5000000000000009 79.500000000000014 2020.5000000000002 44.500000000000007
decision_type=9 10 9 10 8 9 9 9 10 8 8 9 10 9 8 10 10 10 10 10 8 10 10 9 10 9 10 10 8 10
left_child=2 5 3 19 13 6 -2 9 -9 -7 11 24 15 -4 -15 21 -13 -3 -10 20 -1 -8 -23 29 25 28 -27 -28 -11 -5
right_child=1 17 4 23 -6 7 12 8 18 10 -12 16 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-9.9555962741249004e-07 -5.4365799547966279e-05 5.3310680934686163e-05 8.0371191564054807e-06 2.111161557536434e-06 3.7016767418833754e-05 -9.7441688734107863e-05 2.7437417721429825e-05 -2.2105826074891867e-05 -3.9859903084362716e-05 -5.8779402233000157e-05 0.00067389009580292485 0.00056154614240782057 0.00011601217578103728 -6.7589607180096325e-06 -0.00060393336220421646 8.3536391461827005e-05 2.2491584111961059e-06 2.7511166259621689e-05 -0.00069800860547417185 -6.2397784657974858e-05 5.3308425862113042e-05 -0.00060897393177548052 3.2273585091502356e-07 -0.00030848631248190376 2.844945396113019e-05 -0.00029571207705835433 -1.8390563221899469e-05 -0.00025529102856218343 2.1549097063839896e-05 -0.00016879437255656882
leaf_weight=133 220 27 164 75 125 113 326 75 29 44 34 105 78 120 51 68 120 40 39 36 37 25 107 227 31 50 196 31 190 26
leaf_count=133 220 27 164 75 125 113 326 75 29 44 34 105 78 120 51 68 120 40 39 36 37 25 107 227 31 50 196 31 190 26
internal_value=-0.000326198 0.000469627 -0.00187065 -0.00322936 -0.000254777 0.000265675 0.00143713 -0.000655431 -0.00428571 -4.32432e-05 0.000623441 0.000234375 0.00286179 -0.00160714 -0.00384615 0.00220114 0.00279661 0.00617647 -0.00927536 -0.000386473 0.000935673 0.00148148 -0.00150376 -0.00510638 -0.000867993 -0.00128906 -0.00284722 -0.00184211 0.000653061 -0.00125
internal_weight=2942 1948 994 534 460 1881 824 1057 143 914 801 767 604 335 171 526 225 67 68 206 170 458 132 328 542 511 277 227 234 101
internal_count=2942 1948 994 534 460 1881 824 1057 143 914 801 767 604 335 171 526 225 67 68 206 170 458 132 328 542 511 277 227 234 101
cat_boundaries=0 17 19 21 22 23 24 41 55 56
cat_threshold=0 33 1107296256 526336 34 66 0 4325376 67584 134225920 8224 384 144 268435456 0 32 4112 67175746 34 1147936 34 208 139392 270 0 0 0 0 0 0 0 131072 2048 0 0 0 0 0 0 0 4112 0 1 0 526336 32 0 0 4194304 65536 0 0 0 0 268435456 83888448
is_linear=0
shrinkage=0.04


Tree=566
num_leaves=31
num_cat=7
split_feature=7 12 3 1 2 12 8 0 2 2 8 17 0 2 2 0 7 2 2 2 3 4 1 3 3 2 1 2 2 2
split_gain=2.69886 1.30821 1.48031 1.53383 1.35781 1.09716 1.72833 1.11263 1.04634 0.923923 0.823936 0.82364 0.822798 0.75824 0.747371 0.729542 0.712124 0.917062 0.75341 1.01578 0.781785 0.7789 0.7162 1.0065 1.0278 0.805442 1.21014 0.698009 0.678687 0.649962
threshold=0 1 2001.5000000000002 4.5000000000000009 28.500000000000004 2 3 12.250000000000002 9.5000000000000018 147.50000000000003 4 5 37.750000000000007 7.5000000000000009 27.500000000000004 12.250000000000002 6 3.5000000000000004 26.500000000000004 17.500000000000004 2013.5000000000002 199.50000000000003 4.5000000000000009 2018.5000000000002 2003.5000000000002 247.00000000000003 5.5000000000000009 8.5000000000000018 119.00000000000001 478.50000000000006
decision_type=9 9 8 8 10 9 9 10 8 10 9 9 10 10 10 10 9 8 8 10 8 10 10 8 10 8 10 10 10 8
left_child=1 8 -3 4 -4 6 28 -8 -1 10 14 12 -12 -14 -7 -13 -9 -18 19 20 -19 27 29 24 -24 26 -25 -22 -2 -20
right_child=5 2 3 -5 -6 9 7 16 -10 -11 11 15 13 -15 -16 -17 17 18 22 -21 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-9.5065379344276842e-05 -0.0001355906203368562 -8.0488209446514242e-05 0.0010103487538143695 2.3122630038940883e-05 -0.00027803565833615099 -4.9284132441727024e-05 9.4868790459088362e-05 -6.7556993141941747e-05 1.6835010962878983e-06 -0.000171987415273982 -0.00010110722113438442 -0.00028551337572885416 4.846683722654177e-05 -5.5092329678529953e-05 -0.00012125052529910363 3.6656033110205043e-07 8.5454453948941031e-05 0.00011236178371085259 -0.0003116314885760829 -0.00032617245847603725 2.8240210246188725e-05 6.320219444425846e-05 2.4982252366640978e-05 0.00025523450151847981 -0.00011573186491041554 -3.4635583186428676e-05 -7.0053960424338869e-05 -6.8654363253131131e-05 -2.8337707486159048e-06 1.2758635279119802e-05
leaf_weight=51 75 35 25 443 29 69 50 108 202 100 49 46 28 225 39 610 65 43 25 85 68 34 25 112 31 51 34 103 30 58
leaf_count=51 75 35 25 443 29 69 50 108 202 100 49 46 28 225 39 610 65 43 25 85 68 34 25 112 31 51 34 103 30 58
internal_value=-0.00031197 0.00168342 0.00279926 0.00341365 -0.00290909 -0.00103956 -5.95238e-05 0.000531561 -0.000681818 -0.00186916 -0.00153702 -0.00111455 -0.0028115 -0.0019685 -0.00470588 -0.00029985 0.000189798 0.000644295 0.000208955 -0.00113772 0.000160643 -0.000873786 0.00154303 0.00259843 -0.00210526 0.00393939 0.00544218 -0.00197674 -0.00465517 -0.00166667
internal_weight=2948 785 532 497 54 2163 997 892 253 1166 1066 958 302 253 108 656 842 734 669 333 248 205 336 253 56 197 146 171 105 83
internal_count=2948 785 532 497 54 2163 997 892 253 1166 1066 958 302 253 108 656 842 734 669 333 248 205 336 253 56 197 146 171 105 83
cat_boundaries=0 18 20 22 35 62 63 80
cat_threshold=147458 268435472 1678778368 2107908 0 0 0 139264 33554432 134217744 32768 256 16 268435456 0 0 128 128 84052032 2 16820320 32 0 2060 0 0 0 0 0 0 0 0 0 0 10240 268435456 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 0 256 0 4194304 0 0 0 64 10 0 129 0 0 2 0 0 536870912 0 8192 0 0 0 0 0 0 1073741840
is_linear=0
shrinkage=0.04


Tree=567
num_leaves=31
num_cat=7
split_feature=7 8 2 2 2 4 14 0 2 0 11 0 4 6 0 2 3 0 2 3 0 2 2 5 6 2 2 2 8 0
split_gain=2.57572 2.29772 1.72116 1.26295 1.24808 1.03682 2.14309 1.38368 1.22874 1.17757 1.06646 1.02904 0.997796 1.35572 1.03501 0.883045 1.53109 0.803744 0.793918 0.960758 0.742451 0.740816 0.715645 1.03384 0.707273 0.842061 0.919601 0.68545 0.673095 0.555478
threshold=0 1 6.5000000000000009 3391.0000000000005 1308.0000000000002 722615000.00000012 2 36.900000000000006 155.00000000000003 51.32500000000001 3 42.960000000000008 5081865000.000001 4 18.500000000000004 129.50000000000003 1991.5000000000002 30.500000000000004 8.5000000000000018 2019.5000000000002 42.710000000000008 30.500000000000004 7.5000000000000009 3.5000000000000004 5 50.500000000000007 14.500000000000002 6.5000000000000009 6 36.400000000000006
decision_type=9 9 8 8 10 8 9 8 10 10 9 8 8 9 10 10 10 10 10 10 10 8 10 8 9 10 10 10 9 8
left_child=2 17 -1 5 12 22 8 -8 9 10 28 18 21 14 -14 16 -16 -2 27 24 -9 -4 -3 -24 25 26 -20 -12 -7 -25
right_child=1 3 4 -5 -6 6 7 20 -10 -11 11 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=8.7737814525681309e-05 2.0805328370201437e-05 -1.6634886958399875e-06 -9.7062932289020411e-05 2.1600415352587278e-05 3.5803707707771085e-05 -3.5197220860538891e-07 -2.1563448789407859e-06 -0.00082901692151487799 -0.00025370670586106315 -5.7554004950475249e-05 0.00010279586473906477 6.9339829221988229e-05 -3.456360535132319e-06 -3.5183828873641686e-06 -4.79300026375995e-05 -0.00024600429262122247 -0.00084887839677907809 2.8266327133010805e-05 -3.0563857309040543e-05 -0.0001253386630170894 -7.2878427033060689e-05 -1.8319451557786692e-05 -1.305822050802874e-05 1.6812325066695167e-06 2.5399619325128242e-05 -7.6156413251062812e-05 8.5166360923949477e-06 0.00032295621815258357 -7.1391550871382494e-05 0.00011754354657178113
leaf_weight=66 48 53 26 108 25 302 54 55 43 25 150 70 56 199 134 49 36 311 76 31 54 42 76 31 239 60 172 39 226 60
leaf_count=66 48 53 26 108 25 302 54 55 43 25 150 70 56 199 134 49 36 311 76 31 54 42 76 31 239 60 172 39 226 60
internal_value=-0.000219403 0.000409765 -0.00245342 -0.000144703 -0.00320423 -0.000396258 -0.000751409 -0.00494253 -0.000235457 -2.87563e-05 0.000131772 0.00101415 -0.00360958 -0.00294737 -0.00468531 -0.00609091 -0.00467836 0.0032973 0.000598958 -0.000138169 -0.00781818 -0.00811594 0.00217195 0.00345238 0.000255474 -0.00100313 0 0.00284211 -0.0012616 0.00630435
internal_weight=2916 2283 633 1924 567 1816 1596 163 1433 1390 1365 837 542 474 275 219 170 359 767 578 109 68 220 167 547 308 248 189 528 91
internal_count=2916 2283 633 1924 567 1816 1596 163 1433 1390 1365 837 542 474 275 219 170 359 767 578 109 68 220 167 547 308 248 189 528 91
cat_boundaries=0 18 47 48 50 51 52 75
cat_threshold=2 1 33554432 0 34 134225986 0 0 33622016 0 8224 8192 144 0 0 32 4240 256 0 2056 0 0 65536 0 0 2147483648 0 32768 0 2052 8192 0 0 4096 0 0 33554432 0 0 0 4194304 0 0 16384 64 0 524288 8208 32800 1024 332 408 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=568
num_leaves=31
num_cat=8
split_feature=7 8 12 3 3 8 2 0 7 9 4 0 3 2 2 2 2 3 9 2 0 3 4 2 2 1 2 2 2 12
split_gain=2.06398 2.21302 1.68375 1.33792 1.10374 1.04498 1.1442 1.03161 1.11556 1.02102 1.33668 0.985837 1.56949 0.979061 0.809396 0.783907 0.891527 0.760867 0.959005 1.13706 0.739253 0.771838 0.686851 0.673387 0.647118 1.13146 0.608531 1.03825 0.748751 0.714559
threshold=0 1 2 2004.5000000000002 2014.5000000000002 3 18.500000000000004 52.740000000000002 4 5 6050.0000000000009 44.07500000000001 2000.5000000000002 22.500000000000004 111.00000000000001 40.500000000000007 101.50000000000001 2010.5000000000002 6 1.0000000180025095e-35 40.250000000000007 2002.5000000000002 1373290000.0000002 24.500000000000004 3.5000000000000004 4.5000000000000009 22.500000000000004 4.5000000000000009 27.500000000000004 7
decision_type=9 9 9 8 10 9 10 10 9 9 10 8 8 10 8 8 10 8 9 10 10 8 10 10 10 10 10 10 10 9
left_child=22 3 15 -2 5 6 -5 8 20 10 11 12 -10 -13 -7 24 -17 23 19 -19 21 -4 -1 -14 -3 -26 27 -21 -28 -30
right_child=1 2 7 4 -6 14 -8 -9 9 -11 -12 13 17 -15 -16 16 -18 18 -20 26 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-9.2726653936630045e-05 -0.00012017257781295143 0.00045537295453677021 1.3719818652724314e-05 2.4342085533213265e-05 -2.7101914487701605e-05 3.9164621252609781e-05 -6.8301891935043099e-05 -5.5251844752461921e-05 -0.00063468051070969978 1.0921215884991398e-05 4.8571422087064776e-05 -3.3940756226513714e-06 -4.8614695138411438e-05 6.5306598563310558e-05 2.8734187062440244e-06 2.3967530150272867e-05 -8.5785781025293768e-06 7.8234137924440014e-05 -0.00019165291341380453 -8.8348668821396366e-05 0.00010692301888425959 -5.6040574631914811e-05 -6.5471104026002531e-05 0.00014398161761477012 -0.00036270068309629977 6.295654243793081e-06 -0.00044491384892239697 5.4819316815724054e-06 -9.4713005679949444e-05 -1.0283697402115877e-05
leaf_weight=206 31 37 26 116 35 165 86 29 61 274 51 52 28 31 46 153 57 43 133 103 27 162 43 53 28 188 35 309 103 203
leaf_count=206 31 37 26 116 35 165 86 29 61 274 51 52 28 31 46 153 57 43 133 103 27 162 43 53 28 188 35 309 103 203
internal_value=-0.000521441 -0.000186846 -0.000728266 0.0022449 0.00285078 0.00342995 0.00112676 -0.00130334 -0.00117994 -0.000765101 -0.00126645 -0.00155844 -0.00188433 0.00261905 0.00531532 0.00139241 0.00322275 -0.00150346 -0.00182796 -0.00123916 -0.00380531 -0.00486772 -0.00392308 0.00219512 -7.87402e-05 -0.000921659 -0.00161804 -0.000581114 -0.0028655 -0.00221498
internal_weight=2914 2665 2186 479 448 413 202 1723 1694 1479 1205 1154 1071 83 211 463 210 1010 929 796 215 188 249 81 253 216 753 412 341 306
internal_count=2914 2665 2186 479 448 413 202 1723 1694 1479 1205 1154 1071 83 211 463 210 1010 929 796 215 188 249 81 253 216 753 412 341 306
cat_boundaries=0 17 47 49 63 80 82 84 85
cat_threshold=268435456 1 1048576 2048 0 8192 0 0 33554432 0 8192 128 128 268435456 0 0 16 1073741840 4 0 134217728 0 1 0 0 0 32768 0 133124 0 1049088 0 0 0 0 0 8192 0 0 4194304 0 0 49152 64 0 0 4096 1280 34 0 4 0 134217728 0 0 0 0 0 0 0 4 0 512 131072 0 1073741824 0 0 0 33554432 0 67584 0 0 0 0 0 0 0 1073745920 256 22576 0 6176 1277952
is_linear=0
shrinkage=0.04


Tree=569
num_leaves=31
num_cat=13
split_feature=7 4 7 11 4 6 0 0 0 12 5 6 7 0 4 1 4 1 6 12 3 12 3 12 0 1 6 13 3 3
split_gain=2.91376 1.95433 1.83134 1.34572 1.37909 1.33552 1.68262 1.36999 1.05503 0.9452 1.47566 1.45316 0.935838 1.04601 0.919136 0.838086 0.994917 0.776449 0.760387 0.900396 0.758201 0.697877 0.690227 0.671992 0.635905 0.597568 0.57456 0.772396 0.917991 0.802511
threshold=0 45.000000000000007 1 2 5368.5000000000009 3 21.500000000000004 32.500000000000007 35.600000000000009 4 10.500000000000002 5 6 16.750000000000004 481.00000000000006 4.5000000000000009 6050.0000000000009 5.5000000000000009 7 8 2020.5000000000002 9 2003.5000000000002 10 42.250000000000007 5.5000000000000009 11 12 2002.5000000000002 2004.5000000000002
decision_type=9 10 9 9 8 9 10 10 10 9 8 9 9 10 10 10 10 8 9 9 8 9 10 9 10 10 9 9 10 10
left_child=1 -1 8 4 -4 7 23 -6 17 10 -5 22 -11 -14 26 -15 18 -2 19 -17 -10 -20 -12 -7 -9 -8 27 28 -13 -29
right_child=2 -3 3 9 5 6 25 24 20 12 11 14 13 15 -16 16 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=7.4001944494028747e-06 -3.9221971001808245e-05 4.6459417630586584e-05 6.5507441460255228e-05 -0.00011139339665533043 6.1521587591570895e-05 1.0689544802851003e-05 8.1417583566434362e-05 -0.00023245505475884444 -1.014134672296052e-05 -2.6804432019993384e-05 0.00023516065972692957 1.1149618407344519e-05 5.0999867039109858e-05 -0.00019699804948920986 -0.00057440172554930064 2.3999074722951264e-05 0.00019569246882408464 9.0879652214539424e-05 -2.2629185476148451e-05 -0.00012840695955357973 -0.00020866692709031298 2.618953010259162e-05 -1.2216461516629807e-05 -2.714804964227824e-06 -5.3762287265115562e-05 1.2785008724591761e-07 6.5072565256230066e-07 -0.0001026030960817792 -0.00020415739699913615 2.4221720692949591e-05
leaf_weight=174 87 35 39 137 30 100 112 53 53 114 85 76 47 81 40 113 42 45 104 134 216 278 39 257 25 26 173 148 33 34
leaf_count=174 87 35 39 137 30 100 112 53 53 114 85 76 47 81 40 113 42 45 104 134 216 278 39 257 25 26 173 148 33 34
internal_value=-0.00034118 0.00409091 -0.000695461 -0.0002574 0.00128637 0.000827815 0.0016996 -0.00302521 -0.00315534 -0.000852575 -0.00188144 -0.00108108 2.1645e-05 0.000518519 -0.00201942 0.000159363 0.000625 -0.000300752 0.000222222 -0.00147287 -0.00466667 0.00132316 0.00266667 0.00027933 -0.00607595 0.00546763 -0.00154839 -0.00258278 0.000166667 -0.00414508
internal_weight=2930 209 2721 2320 642 603 495 108 401 1678 765 628 913 799 504 752 671 132 629 247 269 382 124 357 78 138 464 291 109 182
internal_count=2930 209 2721 2320 642 603 495 108 401 1678 765 628 913 799 504 752 671 132 629 247 269 382 124 357 78 138 464 291 109 182
cat_boundaries=0 18 31 34 35 37 38 50 51 52 53 54 55 56
cat_threshold=0 128 270336 2359296 0 134217728 0 268443648 0 0 0 0 0 0 0 0 1073741824 384 2 1 67108864 4 34 64 0 4194304 0 8192 40992 128 144 2147500064 1048576 524289 340 16924962 2 320 0 0 0 0 0 0 0 0 67584 0 0 256 74 1116224 67584 84066304 14 4
is_linear=0
shrinkage=0.04


Tree=570
num_leaves=31
num_cat=10
split_feature=7 7 8 0 12 4 2 2 2 8 2 12 12 0 2 2 0 6 2 0 2 2 0 2 12 0 4 12 2 0
split_gain=3.54167 1.55062 1.28737 1.05487 0.96323 2.04128 1.75019 1.04555 0.96734 0.937364 1.74907 1.90072 1.18243 0.938978 0.931423 0.869981 0.821559 0.796037 1.65402 1.0929 0.991871 0.790697 1.02484 0.774414 0.910696 1.36353 0.862476 0.717665 0.716662 0.690647
threshold=0 1 2 27.250000000000004 3 45.000000000000007 34.500000000000007 10.500000000000002 161.00000000000003 4 100.50000000000001 5 6 36.900000000000006 352.00000000000006 10.500000000000002 12.250000000000002 7 2.5000000000000004 40.250000000000007 9.5000000000000018 10.500000000000002 18.500000000000004 53.500000000000007 8 35.600000000000009 925740000.00000012 9 3.5000000000000004 35.600000000000009
decision_type=9 9 9 10 9 10 8 10 10 9 8 9 9 10 10 10 10 9 10 10 10 10 10 8 9 10 8 9 10 10
left_child=3 4 -3 -1 -2 6 7 -6 -8 10 11 21 14 15 17 -13 -14 18 -11 -20 -19 -4 -23 24 -18 -26 -27 -25 -5 -30
right_child=1 2 9 28 5 -7 8 -9 -10 12 -12 13 16 -15 -16 -17 23 20 19 -21 -22 22 -24 27 25 26 -28 -29 29 -31
leaf_value=1.549831593301576e-06 5.8756837265860892e-07 -4.0018925560652008e-05 1.1849804721677515e-05 -0.00013702272556521678 1.8632879848148322e-05 2.1819510336236194e-05 0.00039689613973752812 -3.2108421892047547e-05 1.0325585896069355e-05 6.9309263019796681e-05 -9.7035039474171472e-05 -9.9246834166955011e-05 -0.00063636874712841524 3.9443427448233596e-05 -0.0002406067706627013 -5.4744612683066411e-07 -2.06514482677278e-06 -9.1326397986435385e-06 -0.00038567516404690137 7.1330460329406263e-05 4.2116606309825501e-05 1.1405467771226086e-05 6.2032498636419581e-05 -9.4347751510781566e-06 9.8500954552065424e-05 3.1789599490181784e-05 -0.000104733321172219 6.0265545886650783e-05 -0.00070923922573438601 -6.516241984790839e-05
leaf_weight=100 154 104 66 77 38 30 60 52 27 36 54 40 27 47 26 131 409 102 81 27 218 125 54 193 45 29 231 105 36 219
leaf_count=100 154 104 66 77 38 30 60 52 27 36 54 40 27 47 26 131 409 102 81 27 218 125 54 193 45 29 231 105 36 219
internal_value=-0.000224185 0.00035686 -5.55298e-05 -0.00352144 0.00274194 0.00449541 0.00303371 -0.000879121 0.00704545 0.000175012 0.00162879 0.0024569 -0.000324675 -0.000349345 0.00127745 -0.00174419 -0.00108571 0.00172043 -0.000774194 -0.00330275 0.00277946 0.00476562 0.00633333 -0.000908193 -0.00162238 -0.00322785 -0.00444444 0.000802676 -0.00468468 -0.00570312
internal_weight=2943 2511 2150 432 361 207 177 90 87 2046 517 463 1529 218 490 171 1039 464 144 108 320 245 179 1012 714 305 260 298 332 255
internal_count=2943 2511 2150 432 361 207 177 90 87 2046 517 463 1529 218 490 171 1039 464 144 108 320 245 179 1012 714 305 260 298 332 255
cat_boundaries=0 17 35 54 55 82 84 86 87 88 89
cat_threshold=268435458 33 0 2621952 524288 8258 0 0 65536 268435456 32 128 0 268435456 0 0 16 0 144 603987968 4 0 134217728 0 268435456 0 134217760 32768 0 0 0 67108864 0 128 128 16 0 4 0 0 0 0 2147483648 0 0 0 0 2112 0 0 0 0 0 33554432 83895330 0 8 0 0 0 0 0 0 1 32768 0 2052 0 0 0 0 0 0 0 10240 0 0 16777216 0 0 0 64 68395040 32 68158784 34 148 49154 16949250
is_linear=0
shrinkage=0.04


Tree=571
num_leaves=31
num_cat=9
split_feature=8 9 8 10 2 2 2 2 0 2 2 4 3 15 2 18 2 3 2 0 2 4 4 3 0 8 5 2 6 18
split_gain=1.93759 1.19189 0.961587 1.13679 1.58753 0.944179 1.2919 1.19867 0.917823 0.858179 1.54003 1.32057 1.05997 0.76613 0.752794 0.712462 1.11054 0.619381 0.524688 0.438409 0.867765 0.740848 1.36085 0.707636 0.649089 0.589782 0.573624 0.697757 0.486434 0.711643
threshold=0 1 2 3 1.0000000180025095e-35 10.500000000000002 3.5000000000000004 22.500000000000004 44.07500000000001 15.500000000000002 35.500000000000007 11633120000.000002 1991.5000000000002 4 41.500000000000007 5 17.500000000000004 2012.5000000000002 2.5000000000000004 42.710000000000008 39.500000000000007 199.50000000000003 481.00000000000006 1989.5000000000002 15.500000000000002 6 1.0000000180025095e-35 7.5000000000000009 7 8
decision_type=9 9 9 9 10 10 8 10 10 8 8 8 10 9 8 9 8 8 10 8 10 8 8 8 10 9 10 10 9 9
left_child=5 13 9 15 8 6 -1 -7 -5 11 -11 -3 -12 17 -15 -4 -17 -2 -6 21 26 -20 -23 -24 -25 -26 27 -21 29 -27
right_child=1 2 3 4 18 7 -8 -9 -10 10 12 -13 -14 14 -16 16 -18 -19 19 20 -22 22 23 24 25 28 -28 -29 -30 -31
leaf_value=0.00041349820974232896 -7.1882661581454957e-05 1.2736551084486792e-05 -0.00018753447415821968 0.00015151234772226019 -3.5613325694932029e-05 0.00016303373669835253 -6.1770422497957613e-05 7.9307415389351386e-06 -9.7741651728000531e-05 1.9878902169665479e-05 -5.0168346011503217e-06 -0.00011802965496734431 -5.8189132935311252e-05 -0.00048179897173614709 -2.258094991741899e-05 0.00030012063831158286 -0.00013793326037042419 2.9379770077113677e-05 -0.00023729462045771755 2.5770050830082882e-05 -2.3495861716327229e-06 7.1877082711466761e-05 0.00012061252460441097 9.8148499207439959e-06 2.1790978313376287e-05 -0.00023200623981313841 2.9354998351038831e-06 5.9995635132956696e-05 9.971688110610444e-07 -6.2312297008304543e-06
leaf_weight=30 52 29 40 113 100 93 98 100 41 61 125 65 25 60 46 25 36 73 49 26 52 27 25 380 100 32 28 44 556 369
leaf_count=30 52 29 40 113 100 93 98 100 41 61 125 65 25 60 46 25 36 73 49 26 52 27 25 380 100 32 28 44 556 369
internal_value=0.000317132 -5.40541e-05 0.000220432 0.00053554 0.000757808 0.00319277 0.000620155 0.00505155 0.00464516 -0.00183544 -0.000471698 -0.00505263 -0.00264901 -0.00272727 -0.00512821 -0.00339286 -0.000967742 -0.000441176 0.000424818 0.000592066 0.00264901 0.000389864 0.000550336 0.000382775 0.000264256 -0.000245747 0.00484848 0.00676056 -0.000557851 -0.00160194
internal_weight=2900 2579 2348 2043 1942 321 128 193 154 305 211 94 150 231 106 101 61 125 1788 1688 150 1538 1489 1462 1437 1057 98 70 957 401
internal_count=2900 2579 2348 2043 1942 321 128 193 154 305 211 94 150 231 106 101 61 125 1788 1688 150 1538 1489 1462 1437 1057 98 70 957 401
cat_boundaries=0 27 29 59 60 61 62 91 92 93
cat_threshold=0 0 0 134217728 2147491840 0 0 0 0 32768 0 133124 10240 1048576 0 0 0 0 0 8192 0 524288 0 0 0 0 64 1073873792 144 1073741840 8 0 0 0 1 0 0 0 0 0 0 0 512 0 0 0 0 0 0 256 0 0 8 0 0 0 0 0 12288 1 67108864 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 2048 0 0 4194304 0 0 0 0 0 524288 28 4
is_linear=0
shrinkage=0.04


Tree=572
num_leaves=31
num_cat=6
split_feature=7 0 7 13 2 2 5 2 2 5 2 0 2 2 9 2 0 6 17 0 0 2 2 2 0 2 2 2 1 0
split_gain=3.05071 1.42427 1.40324 1.03295 1.69029 1.19698 0.939459 0.787259 0.688643 0.664407 1.0863 1.04129 0.803041 1.30772 1.40033 1.73302 1.32561 1.13019 1.36559 1.25211 0.819583 0.743674 0.940533 0.688471 0.644541 0.741011 0.892809 0.62915 0.623482 0.574879
threshold=0 14.500000000000002 1 2 58.500000000000007 95.500000000000014 9.0000000000000018 4.5000000000000009 247.00000000000003 1.5000000000000002 50.500000000000007 42.250000000000007 55.500000000000007 35.500000000000007 3 13.500000000000002 39.07500000000001 4 5 43.675000000000004 14.500000000000002 231.50000000000003 1219.0000000000002 10.500000000000002 10.500000000000002 1.5000000000000002 18.500000000000004 6782.5000000000009 5.5000000000000009 16.750000000000004
decision_type=9 10 9 9 8 8 8 8 8 8 8 10 10 10 9 10 8 9 9 10 10 10 10 8 10 8 8 8 8 10
left_child=1 -1 6 7 -5 -6 -2 -3 -7 10 11 -4 13 14 15 16 -11 18 -16 23 -14 28 -23 -20 -19 -26 -27 -8 -22 -28
right_child=2 3 9 4 5 8 27 -9 -10 12 -12 -13 20 -15 17 -17 -18 24 19 -21 21 22 -24 -25 25 26 29 -29 -30 -31
leaf_value=6.6452372156078354e-05 -7.4675906009531449e-05 -1.698180765608015e-06 1.4872193292134739e-05 2.5902263127832725e-05 -0.0010519962939436311 3.6876749227587879e-06 1.1642036995027638e-05 -0.00016418047283284665 -0.00023602575280754935 -0.00025382923077238217 -0.00031942364106420486 -0.00017453336805765219 -0.00015666243873887708 -4.2126946555782753e-05 -4.320814364575654e-06 1.1074497765228842e-05 -7.2373696132643778e-05 -0.0001274107127884605 0.0012653523655400535 0.00031065622084568644 2.7050520684781532e-05 -8.5908456226135854e-05 3.9702610163203648e-05 1.5847435139804132e-05 5.6259966440457275e-05 -2.1839574597102285e-05 2.1307640582577391e-05 0.00077341774791285902 -3.2876336724996236e-07 7.3807507924072983e-06
leaf_weight=28 42 32 130 159 25 25 258 194 61 58 25 25 27 219 150 102 138 47 65 45 240 66 25 86 32 292 52 27 71 219
leaf_count=28 42 32 130 159 25 25 258 194 61 58 25 25 27 219 150 102 138 47 65 45 240 66 25 86 32 292 52 27 71 219
internal_value=-0.000330411 -0.00306542 0.000269168 -0.00362173 -0.00170819 -0.00553571 0.00266272 -0.00556962 -0.00321839 -0.000112941 -0.00243094 -0.00115385 0.000103359 -0.000332005 0.0001554 -0.00220065 -0.00446701 0.000880881 0.00268908 0.00483092 0.00162791 0.00208437 -0.00108696 0.00328947 -0.000122511 0.000234899 -0.000106383 0.00356643 0.00301282 0.00154412
internal_weight=2965 524 2441 496 270 111 327 226 86 2114 180 155 1934 1505 1286 298 196 988 346 196 429 402 91 151 642 595 563 285 311 271
internal_count=2965 524 2441 496 270 111 327 226 86 2114 180 155 1934 1505 1286 298 196 988 346 196 429 402 91 151 642 595 563 285 311 271
cat_boundaries=0 18 34 35 37 38 39
cat_threshold=16386 1 0 2048 32 134225986 0 536870912 65536 8224 32 64 268435584 0 0 0 16 384 268435457 144 1140850688 2629632 0 0 0 268435456 0 16 32768 2097408 0 268435456 67108864 32 10 1073741824 16420 448 8
is_linear=0
shrinkage=0.04


Tree=573
num_leaves=31
num_cat=12
split_feature=7 8 12 8 12 4 7 12 12 8 0 2 0 6 2 2 2 4 2 0 2 3 2 2 8 0 2 4 3 6
split_gain=2.21786 1.86959 1.7328 1.39135 1.35982 1.19719 1.07747 1.00748 0.914942 1.38806 1.0933 0.823212 0.81734 0.735914 0.969896 1.06186 1.94622 0.867921 0.809857 1.15152 0.945501 0.981003 0.75785 1.12467 0.735836 1.20242 1.00789 0.836428 0.861574 1.13964
threshold=0 1 2 3 4 520.00000000000011 5 6 7 8 9.5000000000000018 33.500000000000007 32.500000000000007 9 66.500000000000014 36.500000000000007 28.500000000000004 520.00000000000011 7.5000000000000009 38.20000000000001 26.500000000000004 2009.5000000000002 12.500000000000002 15.500000000000002 10 37.250000000000007 10.500000000000002 1158870000.0000002 2019.5000000000002 11
decision_type=9 9 9 9 9 10 9 9 9 9 10 8 10 9 8 10 10 8 10 8 10 8 10 10 9 8 10 10 8 9
left_child=2 7 -1 12 5 -4 -5 -2 24 10 -10 -9 -3 17 15 16 -15 -11 19 -19 21 -20 -23 -24 26 -26 -8 28 -27 -30
right_child=1 3 4 6 -6 -7 8 11 9 13 -12 -13 -14 14 -16 -17 -18 18 20 -21 -22 22 23 -25 25 27 -28 -29 29 -31
leaf_value=-4.0595678721864207e-05 5.2660674511813002e-05 3.2163915292926506e-06 -3.201819007685458e-06 -2.2019366310281896e-05 8.8917166287920678e-05 0.00031283957261464936 -0.00025576768209440104 -1.8611152481220472e-05 -3.4095326348619892e-05 0.00020659812513237341 2.4572910172864226e-05 2.4937611526993918e-05 -3.2535354334477516e-05 -6.885639943938316e-05 4.6230112537450905e-05 -0.00016522172681980864 6.5641054106464484e-05 -0.00046814195892217473 -0.00035569667304265808 0.00061390838863019327 3.2290256599694093e-05 0.00020689996473237217 -0.00019153516053606269 -3.1561396122690156e-05 2.0455334959308401e-05 1.5821290214006469e-05 -1.8243544952483148e-05 2.4380210180510176e-05 -0.00059366347956078867 -2.2607619656866975e-05
leaf_weight=110 110 37 149 296 170 31 57 56 35 29 165 64 224 161 58 43 25 32 31 99 142 42 26 44 149 99 151 27 129 138
leaf_count=110 110 37 149 296 170 31 57 56 35 29 165 64 224 161 58 43 25 32 31 99 142 42 26 44 149 99 151 27 129 138
internal_value=-0.000225256 -0.000701613 0.00229299 -0.00105778 0.00365651 0.00104712 -0.000683761 0.0026556 -0.00028352 0.000551432 0.00341232 0 -0.00375 -0.000269179 -0.00181208 -0.00304348 -0.00171123 0.000745614 0.00028777 0.00287879 -0.000909091 -0.00319444 -0.00141593 -0.00394366 -0.00131406 -0.000506329 -0.00328767 -0.00167513 -0.00217984 -0.00335821
internal_weight=2929 2469 460 2239 350 180 1978 230 1682 932 200 120 261 732 287 229 186 445 416 131 285 143 112 70 750 542 208 393 366 267
internal_count=2929 2469 460 2239 350 180 1978 230 1682 932 200 120 261 732 287 229 186 445 416 131 285 143 112 70 750 542 208 393 366 267
cat_boundaries=0 18 47 48 78 79 94 96 98 121 122 145 146
cat_threshold=268566530 16 1677721600 2105344 0 64 33554432 805314560 0 134217760 0 64 0 268435456 0 0 4224 384 1073741824 4 0 0 0 0 0 0 0 0 0 2048 8192 0 0 0 0 0 0 0 2147483648 0 4194304 8 0 0 68 0 524288 1228832 268435472 10 0 0 0 0 262144 2147483648 0 0 0 0 0 1048576 0 0 0 0 33554432 0 0 0 0 0 0 32768 0 0 0 4096 67110978 1 129 8192 526852 0 134217728 0 0 65536 0 32 0 0 0 67108864 1157120 32 1214784 34 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16777216 150 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 0 0 16777216 210
is_linear=0
shrinkage=0.04


Tree=574
num_leaves=31
num_cat=13
split_feature=7 8 12 7 12 8 2 2 6 2 12 8 1 2 2 2 6 2 2 2 12 12 2 9 2 1 2 2 2 2
split_gain=2.9487 1.28021 2.36868 1.12959 1.40533 1.4876 1.29871 1.21914 1.83722 1.91596 1.04345 0.945026 0.758909 1.13703 0.696573 0.647363 0.634274 1.0566 0.576954 0.569993 1.59025 1.10402 0.872162 0.87262 0.78718 0.686149 0.770512 0.809843 0.581409 0.50307
threshold=0 1 2 3 4 5 25.500000000000004 59.500000000000007 6 9.5000000000000018 7 8 5.5000000000000009 144.50000000000003 69.500000000000014 81.500000000000014 9 7.5000000000000009 17.500000000000004 28.500000000000004 10 11 1.5000000000000002 12 66.500000000000014 5.5000000000000009 90.500000000000014 67.500000000000014 147.50000000000003 898.00000000000011
decision_type=9 9 9 9 9 9 10 10 9 10 9 9 8 10 10 10 9 8 10 10 9 9 8 9 10 8 10 10 10 8
left_child=10 2 -2 7 6 -6 16 8 9 -3 -1 -7 13 -9 -8 -16 -5 -18 -19 20 22 25 -13 -24 -23 26 27 -21 -26 -12
right_child=1 3 -4 4 5 11 14 12 -10 -11 29 19 -14 -15 15 -17 17 18 -20 21 -22 24 23 -25 28 -27 -28 -29 -30 -31
leaf_value=1.2997556878104888e-05 -1.5140586312014648e-05 -0.00090054414030198875 3.2947017469027176e-05 -2.1093863832746253e-05 4.6891527324746107e-05 -1.8668195255564512e-05 1.4740054142095005e-05 -9.7038821686474817e-05 2.20633999516906e-05 -2.6009733683522994e-05 6.7274078004899706e-05 -0.00048289194682432423 -0.00020382621395512502 0.00013448008515858588 -9.2864795054481419e-06 -2.8047391916530272e-06 -0.00046086947633575907 -2.2540944731552771e-05 -0.00020191290605371394 -5.230463662897478e-07 3.1415318917993315e-05 -0.00016307682330896967 0.00042911827505712099 -1.0568170574529745e-05 4.5408330820606579e-06 0.00039712755819632406 -0.00012553986641847815 5.3551591636384899e-05 -0.00022952179666958729 0.00010884185929434409
leaf_weight=109 122 55 113 214 102 142 211 42 207 70 118 26 43 40 42 84 48 104 26 100 211 68 118 320 48 46 45 26 28 28
leaf_count=109 122 55 113 214 102 142 211 42 207 70 118 26 43 40 42 84 48 104 26 100 211 68 118 320 48 46 45 26 28 28
internal_value=-0.000338181 -0.000730088 0.00203252 -0.00100121 -0.000584158 0.000216886 -0.00197297 -0.00277778 -0.00156156 -0.00514706 0.00368421 -0.00020185 -0.00619048 -0.00385542 -0.000177515 -0.00251969 -0.00356234 -0.00529101 -0.00366412 0.000229226 0.00091716 -0.00104972 -0.000421053 0 -0.0036129 0.000789474 -0.000348837 0.00125984 -0.00103896 0.00585987
internal_weight=2956 2701 235 2466 2009 1280 729 457 332 125 255 1178 125 82 337 126 392 178 130 1036 675 361 464 438 144 217 171 126 76 146
internal_count=2956 2701 235 2466 2009 1280 729 457 332 125 255 1178 125 82 337 126 392 178 130 1036 675 361 464 438 144 217 171 126 76 146
cat_boundaries=0 17 46 48 65 67 88 89 91 112 113 114 115 117
cat_threshold=0 144 8192 2097152 524288 134217728 0 268443648 0 8192 0 2097216 0 0 0 0 4096 268435456 2052 0 0 65536 1 0 0 0 0 0 131072 64 0 0 0 0 0 0 0 0 0 4194304 8 0 0 64 0 524288 1067042 32 268566530 0 1048576 524800 32 8192 0 0 67584 0 32 384 0 0 0 0 16 200000 2 0 8 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 4096 0 0 0 0 256 212 73730 32 1073741824 0 0 0 2147483648 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 128 78 67158050 67166210 0 8340
is_linear=0
shrinkage=0.04


Tree=575
num_leaves=31
num_cat=7
split_feature=7 0 8 7 4 12 0 0 2 2 8 2 12 9 2 2 5 2 0 4 1 2 0 2 5 4 0 2 2 4
split_gain=2.8689 2.54256 1.85913 1.68907 2.09188 1.526 1.70237 1.13234 1.09323 0.948455 0.813669 1.5972 1.46577 1.58848 1.38437 1.23145 1.16012 1.04991 1.47815 1.40612 1.37643 0.80236 1.00963 1.36067 0.792906 0.727374 0.718184 0.703021 0.693108 0.627727
threshold=0 42.710000000000008 1 2 101.00000000000001 3 39.07500000000001 37.750000000000007 542.50000000000011 11.500000000000002 4 17.500000000000004 5 6 53.500000000000007 47.500000000000007 3.5000000000000004 32.500000000000007 36.400000000000006 3681544000.0000005 5.5000000000000009 90.500000000000014 31.500000000000004 172.50000000000003 2.5000000000000004 48265265000.000008 42.960000000000008 16.500000000000004 7.5000000000000009 10510.500000000002
decision_type=9 10 9 9 8 9 10 10 10 8 9 10 9 9 8 10 8 8 10 8 10 10 10 10 8 8 10 8 10 10
left_child=1 -1 28 5 -5 6 -4 -7 10 -8 11 24 14 25 16 -15 -12 18 20 -20 -18 -16 -23 -24 -6 -14 -21 -26 -2 -11
right_child=2 -3 3 4 8 7 9 -9 -10 29 12 -13 13 15 21 -17 17 -19 19 26 -22 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=3.5860107178180555e-05 -7.6072322894233933e-05 -5.2404723103762762e-05 -6.6772829581296375e-05 8.5702493251034188e-05 -0.00055148216132486997 1.9317638108731217e-05 -0.00086452237468989776 -4.9135305727148197e-05 -0.00012249388850811728 2.9099872886462211e-06 4.5270706270024166e-05 0.00014431076570772916 1.6852958230941796e-05 -0.00012562653255073996 5.8245033678048234e-05 -0.00061708214216160684 2.6436873934301275e-05 -7.3202152927152043e-05 0.00034120854002939183 -9.6887346318048629e-05 -0.00010113054248058972 -3.5076045623156919e-05 -1.6336394920060115e-05 0.00020430569011729461 2.4844341057033148e-05 -1.0912812200345457e-05 7.7182883035575864e-06 -2.1482133939869641e-05 7.138470008371201e-05 -5.8116295776358128e-05
leaf_weight=185 26 38 75 47 35 125 47 107 83 108 116 110 30 169 183 39 138 113 34 282 34 34 35 32 79 440 56 33 99 25
leaf_count=185 26 38 75 47 35 125 47 107 83 108 116 110 30 169 183 39 138 113 34 282 34 34 35 32 79 440 56 33 99 25
internal_value=-0.000236646 0.00401709 -0.00059745 -0.000832061 -0.000337553 -0.00293173 -0.00503759 -0.000493827 -0.000529865 -0.00309392 -0.000341194 0.00171642 -0.000652921 -0.00208999 0.000280899 -0.00493151 -0.000594315 -0.0012462 -0.000513761 -0.00193029 0.00254335 0.00266667 -0.000196078 0.00264706 -0.000945946 -0.000748441 -0.00271386 0.000707965 0.00397059 -0.00134328
internal_weight=2957 223 2734 2609 2122 487 255 232 2075 180 1992 257 1735 678 1057 208 773 657 544 372 172 284 101 67 147 470 338 112 125 133
internal_count=2957 223 2734 2609 2122 487 255 232 2075 180 1992 257 1735 678 1057 208 773 657 544 372 172 284 101 67 147 470 338 112 125 133
cat_boundaries=0 17 37 54 55 84 86 88
cat_threshold=2 0 1610612736 2630272 0 0 0 0 33554432 134217728 0 256 16 0 0 0 1073741824 0 0 0 0 65536 0 0 0 0 0 0 133120 0 1048576 0 0 0 0 4096 8192 147456 17 101720064 2048 2 64 0 0 65536 8192 0 0 128 268435456 0 32 4096 68386818 16 2 0 0 0 1 0 2147483648 0 0 0 4 8192 512 0 0 0 0 0 0 0 0 4194304 0 0 0 0 0 524288 67347458 32 1 2208
is_linear=0
shrinkage=0.04


Tree=576
num_leaves=31
num_cat=7
split_feature=8 4 2 2 10 9 9 4 2 0 13 2 18 0 2 2 0 4 4 2 0 2 1 13 2 2 2 2 4 2
split_gain=1.80342 1.72687 1.32156 1.40999 1.08487 1.31896 1.00946 1.83234 1.18405 1.60713 1.43625 1.1006 0.925563 1.09492 0.867185 0.8371 1.0408 0.88611 0.819609 0.957794 1.18699 0.812036 0.758087 0.757403 1.1536 1.04212 0.706371 0.68726 0.612971 0.833568
threshold=0 2867949500.0000005 572.00000000000011 60.500000000000007 1 2 3 3890.0000000000005 12.500000000000002 48.175000000000004 4 14.500000000000002 5 40.675000000000004 18.500000000000004 24.500000000000004 40.250000000000007 4600.0000000000009 11.000000000000002 95.500000000000014 15.500000000000002 18.500000000000004 4.5000000000000009 6 9.5000000000000018 8.5000000000000018 301.00000000000006 5.5000000000000009 9330535000.0000019 84.500000000000014
decision_type=9 10 10 8 9 9 9 10 8 8 9 8 9 10 8 8 10 10 10 10 10 10 10 9 10 10 10 10 10 8
left_child=2 4 3 23 5 15 7 8 -7 10 21 -8 -6 -14 -12 16 27 -17 19 20 -16 -10 -23 24 -1 -25 -21 -2 -3 -30
right_child=1 28 -4 -5 12 6 11 -9 9 -11 14 -13 13 -15 18 17 -18 -19 -20 26 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-6.6067605393200783e-05 -0.00034473943331917665 -0.00015728172607843761 4.6459847581203916e-05 -4.2800806140306239e-05 -0.0015596594768194549 -3.064011980498549e-05 0.0012516824603446253 0.00026571700426419653 -4.5851786722508339e-05 3.9161041936282002e-05 5.2114631186022112e-05 1.0011299771761628e-05 -5.1381464951560927e-06 -0.00079171109457757186 1.5291370788048655e-05 -0.00012885774767944723 -1.8166396401895214e-05 3.0114857138698881e-05 -2.3227908272538401e-05 0.00010605954065994183 -2.0132930244081136e-05 -0.00028685633542796296 -1.6197847673637967e-06 0.00015592893431424671 3.0154339723189595e-05 2.3642133112247165e-05 -0.00011759413296779542 1.932257569144724e-05 6.3551059890656347e-05 -3.8219835141184433e-05
leaf_weight=72 36 47 30 80 50 442 69 26 53 31 100 150 124 26 189 102 27 28 44 85 300 26 296 28 104 88 33 128 40 30
leaf_count=72 36 47 30 80 50 442 69 26 53 31 100 150 124 26 189 102 27 28 44 85 300 26 296 28 104 88 33 128 40 30
internal_value=-0.000124783 -0.000529483 0.00232446 0.00171582 -0.000295858 -2.75735e-05 0.00038814 3.66748e-05 -0.0001375 0.000535406 0.00028394 0.00286957 -0.00303318 -0.0015894 0.00128609 -0.0023494 -0.000729167 -0.0048855 0.000766871 0.00115132 0.000367347 -0.00170984 -0.000990712 0.00300341 0.00106952 0.00535433 0.00436975 0.000484848 -0.00525424 -0.0028169
internal_weight=2884 2482 402 372 2365 2165 1844 1625 1599 1157 1126 219 200 150 751 321 191 130 651 607 489 375 322 292 176 116 118 164 117 70
internal_count=2884 2482 402 372 2365 2165 1844 1625 1599 1157 1126 219 200 150 751 321 191 130 651 607 489 375 322 292 176 116 118 164 117 70
cat_boundaries=0 27 28 30 32 33 34 35
cat_threshold=0 2060 0 0 0 0 0 0 0 32768 0 4 10304 1048576 0 0 0 0 0 10240 2147483648 524288 0 8 0 0 68 288 0 4240 0 18468 4 4 10
is_linear=0
shrinkage=0.04


Tree=577
num_leaves=31
num_cat=10
split_feature=7 8 12 9 2 2 4 2 12 2 2 2 2 4 8 12 5 18 4 4 5 12 3 2 6 2 2 2 2 2
split_gain=2.59743 1.31474 1.06428 1.01352 1.46265 2.79764 1.39386 1.00028 0.955639 1.03642 0.878567 0.952396 1.00571 1.13635 0.836287 1.54341 2.07386 0.914182 0.959861 0.866678 0.792498 0.787543 1.01741 0.883656 0.762517 1.21673 1.20483 0.800236 0.795061 0.73552
threshold=0 1 2 3 45.500000000000007 75.500000000000014 950.00000000000011 141.50000000000003 4 59.500000000000007 12.500000000000002 23.500000000000004 40.500000000000007 101.00000000000001 5 6 4.5000000000000009 7 180.50000000000003 313.50000000000006 1.5000000000000002 8 2010.5000000000002 28.500000000000004 9 4.5000000000000009 19.500000000000004 19.500000000000004 6.5000000000000009 67.500000000000014
decision_type=9 9 9 9 10 8 8 10 9 8 8 8 8 10 9 9 8 9 10 8 8 9 8 10 9 8 10 10 8 10
left_child=2 8 7 14 6 -6 -5 -1 9 -2 -4 -12 -13 -14 15 16 -3 18 -16 -19 -8 23 -23 -21 25 -24 -27 28 -26 -29
right_child=1 3 10 4 5 -7 20 -9 -10 -11 11 12 13 -15 17 -17 -18 19 -20 21 -22 22 24 -25 27 26 -28 29 -30 -31
leaf_value=2.4447647558005771e-05 -2.7758852337100849e-05 -6.3838808450817909e-05 8.3045293516974535e-05 0.0010064078444712975 0.0018139703349425674 -0.00032078668670699529 -0.0013145924834988066 8.3181377492564932e-05 -5.7879278558239381e-05 0.00049874091359090043 -9.5734843262391679e-05 0.00074396394729163266 7.3873555054859712e-06 -0.00025683161123239983 0.0012029805017049 -5.6513155161752591e-06 7.7007398085910945e-05 -0.00010884174005230562 -1.7198359839198928e-06 1.7765117987806889e-05 -9.2592278949084057e-05 1.5555736353469742e-05 2.000232494189902e-05 -9.1515746428783028e-06 -2.6976470233712748e-05 -0.00082203652544599493 -4.2082321229486297e-05 -2.0145770930675154e-05 4.1457326895724126e-05 1.3500935455965646e-05
leaf_weight=123 71 28 71 32 29 49 32 25 174 32 41 28 139 35 39 139 76 52 35 359 282 100 27 290 92 71 63 170 126 97
leaf_count=123 71 28 71 32 29 49 32 25 174 32 41 28 139 35 39 139 76 52 35 359 282 100 27 290 92 71 63 170 126 97
internal_value=7.51366e-05 -0.000444265 0.0027907 -0.000109141 -0.00183908 0.00303797 -0.00299712 0.00553459 -0.00298611 0.000175439 0.00135385 0.000245902 0.00137931 0.000228571 0.000315493 0.00244094 0.00591304 -3.91645e-05 0.00426667 -0.000262431 -0.00380952 -7.16332e-05 -0.000951123 0.000939394 -0.0015456 -0.00383721 -0.00562963 -0.000685484 0.00109589 -0.00216418
internal_weight=2927 2465 462 2188 424 78 346 148 277 103 314 243 202 174 1764 243 104 1521 74 1447 314 1395 746 649 646 161 134 485 218 267
internal_count=2927 2465 462 2188 424 78 346 148 277 103 314 243 202 174 1764 243 104 1521 74 1447 314 1395 746 649 646 161 134 485 218 267
cat_boundaries=0 18 48 50 52 53 82 83 84 86 87
cat_threshold=268435457 144 8192 2629632 2 2 0 268443648 2048 134217728 32 256 16 0 0 0 4096 128 16 4 0 0 2147483648 0 524288 0 0 0 0 256 0 512 0 4096 0 0 0 2048 0 0 0 0 0 16384 0 0 0 4096 84000 34 1 30736 16779266 268435456 8 0 0 0 0 0 0 0 0 0 131076 8192 0 0 0 0 0 4096 0 0 0 4194304 0 0 0 64 0 524288 67215424 4 18006304 32 336
is_linear=0
shrinkage=0.04


Tree=578
num_leaves=31
num_cat=20
split_feature=7 11 12 6 9 12 11 12 4 12 1 4 15 7 12 9 7 13 13 1 6 1 5 1 6 4 5 16 16 4
split_gain=2.9065 1.50608 1.56309 1.40623 1.22605 1.09231 1.25351 0.994473 0.930262 0.92837 1.08475 0.881893 0.824157 1.41062 0.789313 0.883674 0.772111 0.742648 0.70631 0.65018 0.657282 0.627855 0.587884 0.533138 0.656946 0.528473 0.473678 0.541464 0.279677 0.26127
threshold=0 1 2 3 4 5 6 7 561120000.00000012 8 5.5000000000000009 8747595000.0000019 9 10 11 12 13 14 15 5.5000000000000009 16 6.5000000000000009 1.5000000000000002 3.5000000000000004 17 10665290000.000002 1.5000000000000002 18 19 199.50000000000003
decision_type=9 9 9 9 9 9 9 9 10 9 10 8 9 9 9 9 9 9 9 10 9 8 10 10 9 8 8 1 1 10
left_child=5 2 14 -4 26 11 -7 -5 9 10 -6 -1 -11 -14 15 19 -8 -15 29 20 -2 -18 25 -13 28 -20 -3 -28 -25 -17
right_child=1 4 3 7 8 6 16 -9 -10 12 -12 23 13 17 -16 18 21 -19 22 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00049493636829026858 -8.4938208187779196e-05 2.000732072716005e-05 -7.7420450212102314e-05 6.2574562532020654e-05 6.9283963320287968e-06 -2.0682195976888807e-05 3.0554676215430729e-05 -2.9175775317220599e-05 -1.6778884034351905e-05 2.8340916731224298e-05 -8.0730978778902337e-05 -3.1189877862303206e-06 -7.6002605567992988e-06 3.9091223153739921e-05 4.8019556353153802e-05 -4.6790279957136254e-05 -1.5518319663243573e-06 4.1352457484578054e-06 0.0015637314681318771 -0.00013182915741147383 6.6800282221635143e-06 -0.00027443092370383227 -1.8171528460655396e-05 1.4080948455728048e-05 -0.00016120376167812368 0.00014479707642038876 0.00027052586666968635 9.1904583911883715e-06 -6.7391237678506859e-05 1.0462248550524577e-05
leaf_weight=43 112 26 183 123 204 100 109 186 61 114 46 58 115 138 152 73 191 129 27 43 178 30 46 44 118 126 47 29 60 29
leaf_count=43 112 26 183 123 204 100 109 186 61 114 46 58 115 138 152 73 191 129 27 43 178 30 46 44 118 126 47 29 60 29
internal_value=-0.000258416 0.000482257 -0.000403413 -0.00214712 0.00171739 -0.0023822 -0.000997732 -0.0004375 0.00114914 0.00155288 -0.00045977 -0.00413174 0.00252465 0.00152672 0.000702635 6.20155e-05 0.000234604 0.00309353 0.00160256 -0.00133721 -0.000687285 -0.00112069 0.00295238 -0.00341637 -0.00430493 0.00428571 0.00566372 0.00779221 -0.0013913 -0.00106195
internal_weight=2940 2187 1278 492 909 753 430 309 807 746 250 323 496 382 786 634 330 267 301 333 290 221 199 280 222 153 102 76 104 102
internal_count=2940 2187 1278 492 909 753 430 309 807 746 250 323 496 382 786 634 330 267 301 333 290 221 199 280 222 153 102 76 104 102
cat_boundaries=0 18 21 23 24 26 28 30 31 32 33 42 43 45 62 63 64 65 66 67 68
cat_threshold=268451840 268435585 34603008 2052 0 8256 0 805306368 33619968 402653200 40992 128 268435472 0 0 0 4112 256 67141636 1049600 524289 68198434 32 384 0 4100 1245504 32 32800 2147484672 65600 1214560 2290089984 0 0 0 0 0 0 0 131072 2048 40994 0 10372 0 0 0 0 0 0 0 0 33619968 0 0 128 0 0 0 0 4096 6 4 14 10 2 2
is_linear=0
shrinkage=0.04


Tree=579
num_leaves=31
num_cat=11
split_feature=7 12 4 7 9 4 2 2 1 4 12 2 2 2 4 9 2 6 2 2 6 2 2 5 2 1 13 6 2 6
split_gain=3.1871 1.57086 1.29989 1.20003 1.13413 1.51803 0.952806 1.28895 1.43202 0.946436 0.977867 1.07483 0.983007 0.892181 0.859229 0.858205 0.841622 0.801078 0.863061 1.17024 0.755028 0.882447 0.718985 0.645259 1.22541 0.916907 1.06986 1.12213 1.36108 1.10616
threshold=0 1 293.00000000000006 2 3 9950.0000000000018 14.500000000000002 22.500000000000004 5.5000000000000009 1868495000.0000002 4 9.5000000000000018 3.5000000000000004 4.5000000000000009 7470085000.000001 5 58.500000000000007 6 106.50000000000001 1025.0000000000002 7 35.500000000000007 66.500000000000014 1.5000000000000002 17.500000000000004 3.5000000000000004 8 9 45.500000000000007 10
decision_type=9 9 10 9 9 10 10 10 10 10 9 8 10 10 8 9 10 9 8 8 9 8 8 10 8 10 9 9 8 9
left_child=1 2 22 6 9 23 -2 -8 14 10 20 12 -12 -14 -9 -3 -11 -13 -19 -20 -5 -22 -1 25 -25 -6 27 -27 -29 -28
right_child=3 15 -4 4 5 -7 7 8 -10 16 11 17 13 -15 -16 -17 -18 18 19 -21 21 -23 -24 24 -26 26 29 28 -30 -31
leaf_value=-0.00045448133164669005 3.310899621148167e-05 6.0739094499595582e-06 -0.00016836058915558282 2.406878706437965e-06 8.5724073319504163e-05 -0.00011697390964748422 -8.5457299064799487e-05 1.1159258118098592e-05 -0.00014320425575522932 0.00037252121234310209 8.540988884178092e-06 -1.3243986740718583e-06 -0.00034035405182265778 -3.3489523799090647e-05 5.5107085142402927e-05 -0.00010253605709692693 5.5077696739402879e-07 3.3820887576290207e-05 -0.00013037081210978129 1.1388262347296063e-05 0.00033132208561347908 3.0060039074157887e-05 -1.4717119921598966e-05 0.00057056332705386127 -1.2189496749712704e-05 0.00055987512084975321 -2.1267521312040572e-05 -0.00016129836493043116 1.1162497488825808e-05 -0.00028038705846917367
leaf_weight=49 112 132 29 182 26 63 43 27 32 35 117 591 39 117 112 104 26 270 52 67 50 51 31 44 49 145 106 94 27 125
leaf_count=49 112 132 29 182 26 63 43 27 32 35 117 591 39 117 112 104 26 270 52 67 50 51 31 44 49 145 106 94 27 125
internal_value=-0.000101764 -0.00365169 -0.0075 0.000382702 5.24705e-05 -0.00130435 0.00261128 0.00111628 0.00267442 0.000634328 0.00044242 -4.74684e-05 -0.00226277 -0.00433121 0.00442857 -0.00161943 0.00548387 0.000570846 0.00195 -0.000833333 0.00251701 0.00517857 -0.0054321 -0.000713128 0.00234043 -0.00125954 -0.00164659 0.000144404 -0.00257576 -0.00355372
internal_weight=2947 345 109 2602 2276 679 326 214 171 1597 1536 1253 273 156 139 236 61 980 389 119 283 101 80 616 93 523 497 266 121 231
internal_count=2947 345 109 2602 2276 679 326 214 171 1597 1536 1253 273 156 139 236 61 980 389 119 283 101 80 616 93 523 497 266 121 231
cat_boundaries=0 18 20 34 36 37 39 40 41 42 43 44
cat_threshold=2 1 34603008 512 524320 8192 0 268435456 0 32 8224 128 144 0 67108864 0 0 384 1115392 32 131073 128 67117056 2367488 0 2 0 8192 33554432 134225920 32768 64 0 268435456 257 26624 17827072 0 22560 200 10 2 210 70
is_linear=0
shrinkage=0.04


Tree=580
num_leaves=31
num_cat=14
split_feature=7 12 0 8 7 15 8 12 2 0 2 1 7 11 1 2 13 2 0 9 2 12 2 1 12 2 2 2 0 9
split_gain=2.99549 2.16316 1.76347 1.66856 1.51523 1.02473 0.991269 1.16445 1.02123 0.969961 0.89249 1.1794 0.853571 0.961214 1.12252 0.914402 0.845924 0.832378 0.704328 1.26999 1.22454 1.12269 1.44257 1.31319 1.04596 1.28005 1.14991 1.25417 1.04895 1.04399
threshold=0 1 40.250000000000007 2 3 4 5 6 10.500000000000002 48.175000000000004 7.5000000000000009 5.5000000000000009 7 8 5.5000000000000009 12.500000000000002 9 53.500000000000007 36.900000000000006 10 21.500000000000004 11 29.500000000000004 5.5000000000000009 12 11.500000000000002 2.5000000000000004 48.500000000000007 40.250000000000007 13
decision_type=9 9 10 9 9 9 9 9 10 10 10 10 9 9 10 8 9 10 10 9 10 9 10 8 9 10 8 8 10 9
left_child=1 2 17 -2 5 -5 7 8 -6 18 -7 -12 13 14 -3 -15 -9 -1 19 20 -8 22 -21 -23 25 -20 -26 29 -29 -28
right_child=3 12 -4 4 6 10 9 16 -10 -11 11 -13 -14 15 -16 -17 -18 -19 24 21 -22 23 -24 -25 26 -27 27 28 -30 -31
leaf_value=9.6483602849488649e-05 1.3715594235250706e-05 -7.6626427190973349e-06 -2.1446219782248476e-05 -1.5188386892361905e-06 -2.5698147692025941e-05 -9.3733051067346192e-06 4.3344834161018752e-07 -1.1971088508246907e-05 0.00022295117561636603 -3.6125722953173066e-05 -0.00031005258385420121 -1.5709729129724792e-05 4.0309341042785717e-05 4.2555985117793683e-05 -8.7574354150419249e-05 1.860412660086297e-06 1.3441897133148473e-05 1.6144000304691985e-05 -2.2547975521689523e-05 1.5733715406369697e-05 0.00086285914646062173 -1.7025081564625566e-06 -2.1058004505647433e-05 -8.9210402779968945e-05 0.00017543083742648237 -0.00014821680347939291 -0.00071297949734887571 5.6177842147064892e-07 0.0017009876472287289 -3.5126950209019016e-06
leaf_weight=39 131 108 25 146 41 75 54 117 82 33 69 36 108 34 25 94 131 37 161 131 53 278 116 121 36 240 102 105 27 211
leaf_count=39 131 108 25 146 41 75 54 117 82 33 69 36 108 34 25 94 131 37 161 131 53 278 116 121 36 240 102 105 27 211
internal_value=-0.000148298 0.00274428 0.00767857 -0.000702034 -0.000951178 -0.00344214 -0.000536585 0.0013089 0.00432836 -0.000952948 -0.00544503 -0.00811321 0.00121053 -7.35294e-05 -0.00236111 0.00230216 -0.00030888 0.0114286 -0.000819071 7.95756e-05 0.00389831 -0.000608828 0.00147287 -0.00190244 -0.0015855 -0.00305825 -0.000284553 -0.000852018 0.00240602 -0.0022293
internal_weight=2966 470 101 2496 2365 326 2039 371 123 1668 180 105 369 261 133 128 248 76 1635 753 107 646 247 399 882 401 481 445 132 313
internal_count=2966 470 101 2496 2365 326 2039 371 123 1668 180 105 369 261 133 128 248 76 1635 753 107 646 247 399 882 401 481 445 132 313
cat_boundaries=0 18 19 43 60 61 90 92 101 103 104 106 107 109 111
cat_threshold=16387 128 67108864 2629632 2 0 0 268435456 33556480 0 32768 256 0 268435456 0 32 0 32768 51232 0 1050632 0 0 65536 0 0 0 0 32768 0 0 0 0 0 0 0 0 4096 8192 0 0 0 8 268566528 17 537919488 2048 0 8256 0 0 0 48 32 0 128 0 67108864 0 4112 201326592 0 0 0 0 0 1 262144 2147483648 0 0 0 131076 0 512 0 0 0 0 0 0 0 0 4194304 0 0 49152 64 0 524288 41024 32 3 128 67108864 2097152 0 0 0 268435456 33556480 36 512 12 0 16388 68206880 67258658 2 0 16548
is_linear=0
shrinkage=0.04


Tree=581
num_leaves=31
num_cat=14
split_feature=8 11 4 8 11 12 9 9 4 0 4 8 15 0 4 11 0 0 8 4 4 12 4 12 1 6 5 0 0 0
split_gain=2.28121 1.34064 0.993435 1.00508 0.916878 0.754161 1.54903 1.0542 1.06096 0.920237 0.723985 0.719324 0.870188 0.524239 0.510612 0.495061 2.12207 0.465801 0.463502 0.570564 0.591249 0.46332 0.456834 0.565351 0.95108 0.583422 0.49 0.442683 0.431743 0.431359
threshold=0 1 25409110000.000004 2 3 4 5 6 6050.0000000000009 40.250000000000007 481.00000000000006 7 8 32.500000000000007 28487750000.000004 9 16.750000000000004 35.850000000000009 10 625.00000000000011 6789.5000000000009 11 680725000.00000012 12 2.5000000000000004 13 2.5000000000000004 18.500000000000004 47.250000000000007 47.750000000000007
decision_type=9 9 10 9 9 9 9 9 10 8 8 9 9 10 8 9 10 10 9 8 8 9 8 9 10 9 8 10 10 10
left_child=4 13 3 -3 -1 6 17 9 -9 10 -8 27 29 -2 -6 -12 -17 -5 -14 -20 -21 -18 -22 24 -24 -26 -27 -7 -11 -13
right_child=1 2 -4 5 14 11 7 8 -10 28 15 12 18 -15 -16 16 21 -19 19 20 22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=6.4884572415024879e-06 -1.5410446490449203e-05 -0.00010673910578784529 -4.495283544940776e-05 1.0395820942292743e-05 0.00011331866067067153 -8.2613207533199779e-06 2.219516699241808e-05 1.5074147804234884e-05 0.0010352617162990186 -0.00075405480276053544 -2.8150628703826896e-06 2.1574528924332982e-05 2.1176528701687402e-05 -0.0010153318149576053 1.0020585056054188e-05 0.00010796551234641073 1.9345797154635137e-05 -0.00022766904328960891 9.4242903512906659e-05 -0.00066946967537798944 4.0308201286194392e-05 -1.2254675588678765e-05 4.0381757017939889e-05 -0.0001104692339810498 -0.00013502889141705054 -0.00013333466975964825 1.1820943004181572e-06 -3.8183833892091457e-05 4.2450309474162393e-06 0.0033656613441019802
leaf_weight=182 53 100 25 27 29 221 28 190 33 47 208 87 143 55 113 35 138 95 47 26 25 158 81 187 149 29 149 207 28 26
leaf_count=182 53 100 25 27 29 221 28 190 33 47 208 87 143 55 113 35 138 95 47 26 25 158 81 187 149 29 149 207 28 26
internal_value=-0.000485969 -0.000881902 -0.00068 -0.000600406 0.00262687 -0.000421053 0.000420842 0.0010274 0.00333333 0.000183767 0.000739437 -0.00102305 -0.000395833 -0.00504202 0.00496732 0.000407407 0.00134503 -0.00360902 -0.000850059 -0.00127841 -0.00160742 0.00026936 -0.00135266 -0.00157718 -0.000668258 -0.00164634 0 -0.00236902 -0.00394737 0.00274194
internal_weight=2921 2597 2489 2464 324 2364 987 865 223 642 567 1377 949 108 142 539 331 122 836 693 646 296 620 595 408 327 178 428 75 113
internal_count=2921 2597 2489 2464 324 2364 987 865 223 642 567 1377 949 108 142 539 331 122 836 693 646 296 620 595 408 327 178 428 75 113
cat_boundaries=0 30 33 63 66 67 69 71 94 95 96 117 118 120 121
cat_threshold=1342177280 1050634 0 0 65536 1 0 0 1 32768 0 0 0 1048576 268435456 0 0 0 0 10240 0 524288 0 0 0 32768 4 0 524288 4096 2214592514 2148073472 4096 0 0 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 33554432 0 0 0 0 0 0 1073758208 0 0 128 8192 4 1024 524288 17948704 1073741824 36 0 10384 0 4 4 0 0 0 262144 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 256 0 16777216 2281701376 32 16 0 0 0 0 0 0 0 0 0 0 0 10240 512 0 0 0 0 0 0 128 1089536 1282 34 134
is_linear=0
shrinkage=0.04


Tree=582
num_leaves=31
num_cat=10
split_feature=7 12 2 11 12 2 2 12 3 9 2 4 3 1 7 2 2 12 2 4 3 16 1 1 9 4 2 2 1 4
split_gain=2.81185 1.31407 1.26944 1.20274 1.4276 1.18481 1.73148 0.969731 1.41907 0.975808 0.933656 1.07845 0.889679 0.868227 0.832699 0.919662 1.1284 1.07935 0.908155 1.06336 0.788926 0.785811 0.718797 0.696286 0.680922 1.22728 0.939141 1.10347 0.665194 0.705466
threshold=0 1 8.5000000000000018 2 3 136.50000000000003 101.50000000000001 4 2014.5000000000002 5 28.500000000000004 22819750000.000004 2018.5000000000002 5.5000000000000009 6 83.500000000000014 14.500000000000002 7 9.5000000000000018 2091500000.0000002 1994.5000000000002 8 4.5000000000000009 5.5000000000000009 9 2114435000.0000002 61.500000000000007 27.500000000000004 5.5000000000000009 37073800000.000008
decision_type=9 9 8 9 9 10 10 9 10 9 8 8 8 10 9 10 10 9 10 8 10 1 10 8 9 8 10 10 8 8
left_child=1 2 -1 5 -5 6 7 8 24 12 11 -6 -9 -12 21 16 17 -16 19 -19 -3 -11 -18 -7 26 -26 27 -2 29 -4
right_child=3 20 28 4 10 23 -8 9 -10 14 13 -13 -14 -15 15 -17 22 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00013022280806080033 2.7792766195133822e-06 -2.4692969583028913e-05 -0.00097465929765963469 2.4846319905478253e-05 0.00077572580535175458 0.00048026897671142875 -0.0010206456085439086 -0.00025059862234805052 0.00015158166346566305 8.0171068263084071e-05 -4.7862651415897518e-05 4.7895242636286637e-06 -3.5611674267634898e-05 5.5396538054353077e-06 -3.986757738623226e-05 5.5282502838807089e-05 -0.00035526231292365651 -0.00036805357637035739 0.00010067086778814627 1.7691918407010121e-05 -0.00073122028765709507 2.1749115331815005e-06 -1.6890604574015812e-05 -0.00018752416852414912 3.9036174051929604e-05 3.3898052110252765e-05 2.7638573643216091e-05 -6.0296295241784037e-05 1.5287642730257289e-05 -8.1060277515945242e-05
leaf_weight=42 158 212 30 229 28 75 26 27 26 39 192 169 82 34 105 45 31 35 100 210 41 74 469 26 27 116 34 67 97 103
leaf_count=42 158 212 30 229 28 75 26 27 26 39 192 169 82 34 105 45 31 35 100 210 41 74 469 26 27 116 34 67 97 103
internal_value=-0.000101695 -0.00272388 -0.000706714 0.000476386 0.00193062 -6.73023e-05 -0.000322967 -0.000157959 0.00145786 -0.000732899 0.000506912 0.00252525 -0.00416667 -0.00123348 -0.000357462 -0.000735586 -0.00100946 0.000443459 0.00151685 0.000243902 -0.00477273 0.00274194 -0.00231537 0.00411765 0.0008933 0.00298701 -0.00037037 -0.00132743 -0.00190476 -0.00373134
internal_weight=2949 525 272 2424 652 1772 1671 1645 428 1217 423 197 109 226 1108 995 950 450 345 245 253 113 500 101 402 143 259 225 230 133
internal_count=2949 525 272 2424 652 1772 1671 1645 428 1217 423 197 109 226 1108 995 950 450 345 245 253 113 500 101 402 143 259 225 230 133
cat_boundaries=0 18 20 23 25 26 28 45 46 47 49
cat_threshold=268566528 1 33562624 2560 589826 8256 33554432 268435456 0 402653232 8224 0 268435472 268435456 67108864 0 1073745936 128 16908354 32 67108900 66560 530432 1117472 2 83935488 1 4 0 0 603979776 0 0 0 0 0 65536 0 0 0 0 0 0 0 128 1182752 2 0 2208
is_linear=0
shrinkage=0.04


Tree=583
num_leaves=31
num_cat=10
split_feature=7 7 12 2 0 12 0 9 3 6 2 0 6 2 2 0 2 7 2 0 2 3 12 2 2 9 3 3 3 2
split_gain=2.97573 1.51806 1.59586 1.35349 1.24857 1.20952 1.00904 1.00151 1.38666 1.10007 1.10776 1.23786 0.889373 1.52222 1.03329 0.817841 0.805111 0.810859 0.839483 0.773489 0.761761 0.697549 0.690533 0.983593 0.977679 0.685164 0.990313 0.749983 2.12679 0.968704
threshold=0 1 2 4.5000000000000009 29.500000000000004 3 42.250000000000007 4 2018.5000000000002 5 72.500000000000014 30.500000000000004 6 11.500000000000002 21.500000000000004 35.250000000000007 1.5000000000000002 7 46.500000000000007 32.500000000000007 57.500000000000007 2017.5000000000002 8 17.500000000000004 49.500000000000007 9 1999.5000000000002 2015.5000000000002 2007.5000000000002 52.500000000000007
decision_type=9 9 9 8 10 9 10 9 10 9 8 10 9 10 10 8 8 9 8 10 8 8 9 8 10 9 10 8 10 10
left_child=4 19 3 6 -1 -6 -3 -5 9 10 -9 -12 13 -7 -14 -11 -4 18 -18 -2 -17 -15 23 -19 -25 26 -24 28 29 -27
right_child=1 2 16 7 5 12 -8 8 -10 15 11 -13 14 21 -16 20 17 22 -20 -21 -22 -23 25 24 -26 27 -28 -29 -30 -31
leaf_value=5.2407529752542812e-05 -6.9962532478129447e-06 8.916519458914252e-05 -0.0002055715594111618 -8.3129353748390142e-05 2.3779325226378489e-05 7.1645170777401295e-06 -3.0138672396446964e-05 -1.9440069574869768e-05 0.0014007559292041093 -0.00011570039788885822 0.002479621317490981 -3.7785498798754706e-05 -9.9340272427284047e-06 -1.16168104874248e-06 0.00027211452049634487 0.00014666058490831802 -2.1580784376631358e-05 -5.7982683033941388e-06 -5.7650975716683207e-06 -4.6800916010028008e-05 1.4095773224198637e-07 -0.00013023535770013696 0.00013667721525223442 0.00068879692000411552 -0.00017111671912310557 2.2674603084169575e-05 -4.1846007944883465e-05 -4.8521177985421105e-05 9.0111818191047633e-05 -0.0010153895082795118
leaf_weight=81 168 99 30 121 164 35 25 329 25 31 39 56 92 43 64 133 106 59 87 290 67 68 83 44 27 37 35 429 27 25
leaf_count=81 168 99 30 121 164 35 25 329 25 31 39 56 92 43 64 133 106 59 87 290 67 68 83 44 27 37 35 429 27 25
internal_value=-0.000157534 -0.000772136 -0.00027013 0.000918803 0.00247312 0.00171306 0.0048 0.00032419 0.000926194 0.000579268 -0.000643678 0.003125 0.000127796 -0.00203822 0.00215569 0.00272727 -0.00138 -0.0011875 -0.00343137 -0.0028145 0.00378109 -0.00446429 -0.000566281 0.00198582 0.00527778 -0.00111283 0.00155039 -0.00173913 0.00155556 -0.00253968
internal_weight=2919 2372 1914 925 547 466 124 801 680 655 424 95 302 146 156 231 989 959 193 458 200 111 766 130 71 636 118 518 89 62
internal_count=2919 2372 1914 925 547 466 124 801 680 655 424 95 302 146 156 231 989 959 193 458 200 111 766 130 71 636 118 518 89 62
cat_boundaries=0 18 35 37 38 40 41 42 59 60 62
cat_threshold=131072 144 1610883072 794624 2 134217730 4194304 268443648 33556480 134225920 32768 2097472 0 0 0 32 16 128 268435456 1 34603008 2099204 0 8256 0 0 65536 0 8224 128 128 268435456 67108864 0 128 17883456 32 196642 0 8324 140 258 0 0 67108864 0 0 0 0 131072 0 32 0 0 0 0 0 0 4096 67111936 256 8228
is_linear=0
shrinkage=0.04


Tree=584
num_leaves=31
num_cat=7
split_feature=8 7 2 0 2 7 0 7 2 8 2 4 2 0 4 0 4 1 0 6 9 2 2 2 2 2 2 1 2 2
split_gain=2.99145 2.22713 1.27941 1.02493 1.58032 0.891181 1.2731 0.884653 1.65846 0.810951 0.732424 0.580176 1.45145 0.57877 0.981991 1.2049 0.957112 0.89774 0.918343 0.744784 0.835691 0.827315 1.00259 0.810226 0.686546 0.575648 0.56125 1.53857 1.19332 0.543372
threshold=0 1 48.500000000000007 31.500000000000004 5.5000000000000009 2 51.32500000000001 3 40.500000000000007 4 9.5000000000000018 141.00000000000003 20.500000000000004 37.250000000000007 9330535000.0000019 40.250000000000007 313.50000000000006 4.5000000000000009 42.960000000000008 5 6 8.5000000000000018 15.500000000000002 57.500000000000007 11.500000000000002 1425.0000000000002 29.500000000000004 5.5000000000000009 30.500000000000004 38.500000000000007
decision_type=9 9 10 10 8 9 10 9 8 9 8 10 8 10 8 10 10 10 10 9 9 8 10 8 10 8 10 10 10 8
left_child=7 2 3 29 -5 -3 9 8 -1 10 -7 25 -13 16 15 24 26 -16 19 21 23 -19 -23 -21 -15 -9 27 -11 -28 -2
right_child=1 5 -4 4 -6 6 -8 11 -10 13 -12 12 -14 14 17 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=3.552528087226392e-05 6.3852289187664725e-05 2.1263126550294942e-05 -0.00015268131994137236 -0.0010146515899435826 -1.8993669798490488e-05 0.00024926741645153071 -3.8661392388199544e-05 1.4357778685578637e-05 7.5888813253044421e-07 1.9522855568538946e-05 1.1937959440544432e-05 -4.0009032847621032e-06 0.00015851230908985769 -0.0005463575186730196 -0.00013682707561606832 -0.00075438993197639802 0.00017316278476144474 5.7288648319442359e-05 7.8975361466362412e-05 -1.3353919453678032e-05 4.5497115768000643e-05 -0.00021458917745007967 -6.5566821733256122e-05 -0.00040237098688002961 2.0528268414672369e-05 -0.0015345031385069065 -3.2044984636172557e-05 -6.7051122326517994e-05 -1.1623091521784091e-06 -4.3317079176752318e-05
leaf_weight=58 60 121 110 39 241 41 36 372 48 260 142 36 27 33 41 32 39 77 86 90 219 73 134 25 58 26 39 53 294 30
leaf_count=58 60 121 110 39 241 41 36 372 48 260 142 36 27 33 41 32 39 77 86 90 219 73 134 25 58 26 39 53 294 30
internal_value=1.36008e-05 -0.000612416 -0.00301426 -0.0019407 -0.00313167 1.05042e-05 -0.000224341 0.00259516 0.00581197 -6.90846e-05 0.00237113 0.00173729 0.0053125 -0.000370844 -0.00105869 -0.00435484 0.000495627 -0.000509383 -0.000170213 -0.000710824 0.00057971 -0.00216949 -0.00355769 -0.00206349 -0.00195652 0.00120301 0.000123648 0.00133758 -0.00101796 0.00175824
internal_weight=2940 2373 480 370 280 1893 1772 567 106 1736 183 461 63 1553 868 123 685 745 704 618 334 284 207 115 91 398 646 313 333 90
internal_count=2940 2373 480 370 280 1893 1772 567 106 1736 183 461 63 1553 868 123 685 745 704 618 334 284 207 115 91 398 646 313 333 90
cat_boundaries=0 27 45 59 76 99 100 102
cat_threshold=1342177280 1050638 4 0 1073807360 0 0 2147483648 1 32768 0 2052 8192 1048576 0 0 0 0 0 8192 2147483904 0 0 0 0 268468224 64 147457 0 1048576 2048 34 134217792 0 0 65536 8208 32768 128 16 0 67108864 32 1073745920 384 2 128 0 512 0 0 0 268443648 33554432 0 0 0 0 268435456 0 0 1073741824 0 0 0 0 0 33622016 0 0 0 0 0 0 0 4096 16 0 0 0 2147483648 0 262144 0 0 0 0 0 0 0 0 4096 0 0 0 2048 0 0 4194304 156 0 4148
is_linear=0
shrinkage=0.04


Tree=585
num_leaves=31
num_cat=9
split_feature=8 7 12 12 2 5 4 8 12 2 2 0 7 2 2 2 2 2 2 0 2 2 2 2 12 2 2 9 4 2
split_gain=2.86438 2.25878 1.46994 1.35014 1.07211 1.04049 1.32074 1.1977 1.50122 1.14436 1.27812 1.01391 1.00012 0.954852 2.13156 0.872247 1.14268 0.837112 1.70283 0.77782 0.749487 0.707451 0.722964 0.664139 0.707633 0.725585 0.657663 0.631134 2.04852 1.40744
threshold=0 1 2 3 20.500000000000004 9.0000000000000018 4350.0000000000009 4 5 3.5000000000000004 8.5000000000000018 24.500000000000004 6 62.500000000000007 101.50000000000001 11.500000000000002 23.500000000000004 50.500000000000007 95.500000000000014 35.600000000000009 2.5000000000000004 20.500000000000004 32.500000000000007 80.500000000000014 7 6.5000000000000009 41.500000000000007 8 8048725000.000001 16.500000000000004
decision_type=9 9 9 9 10 8 10 9 9 10 10 10 9 10 10 10 10 8 8 8 10 10 10 8 9 10 10 9 8 8
left_child=12 2 15 4 11 6 9 23 -9 -5 -11 -3 -1 -6 -15 -2 -17 21 -19 -10 -21 -14 -23 24 25 -7 -27 -4 -29 -30
right_child=1 3 27 5 13 7 -8 8 19 10 -12 -13 17 14 -16 16 -18 18 -20 20 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=1.6281683628562859e-05 0.00011620740490240423 3.086350510109526e-05 3.2079623041809668e-05 -0.00010508617297631417 -6.4496769594555306e-05 -0.00014032179747808015 -6.8050216011990021e-05 -1.9911865195112456e-05 -0.00021066453688412424 0.00058124194878480747 1.3683630271330572e-05 2.4679758567671685e-05 3.3382242596502465e-06 3.1496972829998529e-05 -9.2110413670170029e-05 -1.7137029506599789e-05 0.00012175161608297459 -0.0001002515679728333 1.1869329411346996e-05 -3.5807572688639767e-06 -0.0002106059921716863 0.00025182853719289965 1.4942874240517768e-05 -6.5502805933554957e-05 1.3250405650317987e-05 4.7001700720272763e-06 -0.00010494578394581566 3.0526419934453488e-05 3.0737670240910119e-06 -0.00065852484686732991
leaf_weight=172 34 69 103 31 125 31 46 449 53 32 106 191 161 64 48 28 67 33 128 76 314 34 41 36 152 137 42 26 35 42
leaf_count=172 34 69 103 31 125 31 46 449 53 32 106 191 161 64 48 28 67 33 128 76 314 34 41 36 152 137 42 26 35 42
internal_value=0 -0.000621806 0.00236994 -0.00113264 0.000669291 -0.00172823 0.000833333 -0.00216886 -0.00296788 0.00247059 0.00402878 0.00245211 0.00251724 -0.0012605 0.00141593 0.00557143 0.00395833 0.00132353 -0.000864198 -0.00462555 -0.00409207 0.0028692 0.00605263 -0.000293399 0.000220386 -0.00126697 -0.000333333 0.000184332 -0.00192982 -0.00538462
internal_weight=2906 2337 335 2002 497 1505 215 1290 892 169 138 260 569 237 112 129 95 397 161 443 390 236 75 398 362 210 179 206 103 77
internal_count=2906 2337 335 2002 497 1505 215 1290 892 169 138 260 569 237 112 129 95 397 161 443 390 236 75 398 362 210 179 206 103 77
cat_boundaries=0 29 42 44 46 69 70 87 88 90
cat_threshold=0 2060 0 0 0 0 0 2147483648 1 0 0 4 64 1048576 268435456 0 0 0 0 8192 2147484032 0 4194304 0 0 0 0 0 524288 131075 128 603979776 2629632 2 134217728 0 268443648 2048 134225920 0 0 16 231680 32 16801792 34 0 0 0 0 0 0 262144 0 0 32768 0 131072 10240 0 0 0 0 0 4096 0 0 0 16777216 1314 0 0 1073741824 0 0 0 131072 0 33556480 0 0 0 0 0 0 0 4096 67144002 0 2080
is_linear=0
shrinkage=0.04


Tree=586
num_leaves=31
num_cat=9
split_feature=8 8 12 2 4 11 13 2 9 5 2 9 3 0 2 8 2 2 2 2 1 2 2 2 5 2 0 4 2 12
split_gain=2.82803 1.14688 1.39633 1.291 1.26133 1.0941 1.018 0.896225 0.84085 1.0617 0.831716 0.696067 1.15159 1.36503 1.03655 0.837406 1.17979 0.941461 0.81692 0.995654 1.25966 1.05908 0.977791 1.06472 0.815568 1.56963 0.694897 0.869436 0.822825 0.637656
threshold=0 1 2 38.500000000000007 52809240000.000008 3 4 3.5000000000000004 5 1.5000000000000002 10.500000000000002 6 2020.5000000000002 47.250000000000007 8.5000000000000018 7 4.5000000000000009 8.5000000000000018 32.500000000000007 23.500000000000004 5.5000000000000009 18.500000000000004 61.500000000000007 79.500000000000014 1.5000000000000002 17.500000000000004 35.850000000000009 575.00000000000011 40.500000000000007 8
decision_type=9 9 9 10 8 9 9 10 9 8 10 9 8 10 10 9 8 8 10 10 10 10 10 10 8 10 8 10 8 9
left_child=7 3 11 6 -5 -4 -2 -1 9 10 -7 15 -13 14 -14 18 -17 -18 19 20 21 -3 -20 -24 -16 -26 -11 28 -28 -10
right_child=1 2 5 4 -6 8 -8 -9 29 26 -12 12 13 -15 24 16 17 -19 22 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.000175584438825922 5.2425174347092704e-06 5.1879463278012851e-05 -9.7548715724684606e-05 -8.4215607565241155e-06 -0.00018746112486759615 3.5876627269146869e-05 -7.9030874885326343e-05 2.5000690367704692e-05 -1.1505094174459884e-05 -0.00016964229225720827 -0.0001098126043130776 0.0007203324483332096 9.2854729315092763e-05 -9.9686529933578079e-05 0.0001354557397425893 -0.00029637839582580483 0.00024490959169256145 -5.3684274868714962e-06 -1.9908487219453266e-05 6.468480239192331e-05 -5.4283945593205376e-05 -2.1352108247185696e-06 4.7477569530656183e-05 3.5103996755481151e-06 -0.00050143066706311858 6.7858788957408937e-06 -9.4371526871412921e-05 0.00065561925896666655 -0.00035586728100376773 1.5747167487916159e-05
leaf_weight=27 121 87 112 36 46 28 160 189 240 37 36 56 91 30 44 60 49 437 120 44 32 26 25 72 32 106 93 25 29 459
leaf_count=27 121 87 112 36 46 28 160 189 240 37 36 56 91 30 44 60 49 437 120 44 32 26 25 72 32 106 93 25 29 459
internal_value=0.000115254 -0.000240525 8.39983e-05 -0.00229947 -0.00674699 -0.000990654 -0.00106383 0.00440529 -0.000521921 -0.00247104 0.00184615 0.000953101 0.00243243 0.00151316 0.00240876 0.000373832 -0.00064632 0 0.00172662 0.00368421 0.00205479 0.00403509 9.17431e-05 0.00306122 0.000655738 -0.000863309 -0.00410811 -0.00283784 -0.00422764 0.000197183
internal_weight=2949 2733 2370 363 82 1059 281 216 947 248 64 1311 359 303 273 952 546 486 406 189 145 113 217 97 182 138 184 147 122 699
internal_count=2949 2733 2370 363 82 1059 281 216 947 248 64 1311 359 303 273 952 546 486 406 189 145 113 217 97 182 138 184 147 122 699
cat_boundaries=0 30 51 53 56 57 59 61 84 85
cat_threshold=0 1048590 0 0 0 0 0 0 0 0 0 0 0 1048576 0 0 0 0 0 8192 0 0 0 0 0 0 64 0 524288 4096 0 0 0 134217728 2147483648 0 0 0 0 32768 0 33685504 2048 512 0 4096 0 0 33554432 0 2147483648 16902208 32 0 2147484672 524288 12 0 20608 256 2100 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4096 0 256 0 20971520 67241216
is_linear=0
shrinkage=0.04


Tree=587
num_leaves=31
num_cat=10
split_feature=8 11 1 11 4 3 1 3 5 11 3 6 5 3 3 1 13 9 3 3 6 3 9 3 4 4 3 3 3 6
split_gain=1.55348 0.962627 1.11257 0.954391 1.05639 0.863983 0.759068 0.715304 0.740667 1.04883 0.664974 0.654803 0.647705 0.866594 0.786841 0.693695 0.568166 0.547159 0.51335 0.492672 0.416166 1.34952 0.872624 0.719339 0.516239 0.387426 0.356484 0.314584 0.290702 0.265501
threshold=0 1 5.5000000000000009 2 520.00000000000011 2010.5000000000002 5.5000000000000009 2024.5000000000002 1.0000000180025095e-35 3 2005.5000000000002 4 1.5000000000000002 2016.5000000000002 2006.5000000000002 5.5000000000000009 5 6 2010.5000000000002 1997.5000000000002 7 2004.5000000000002 8 1998.5000000000002 4350.0000000000009 55.000000000000007 2017.5000000000002 2024.5000000000002 2004.5000000000002 9
decision_type=9 9 8 9 8 8 8 8 10 9 8 9 8 10 8 8 9 9 8 8 9 10 9 10 10 10 10 8 10 9
left_child=12 6 3 11 -5 -4 18 -7 9 -9 -6 17 -1 14 -14 -16 -12 -3 -2 -13 21 -21 26 24 25 -24 28 -20 -22 -11
right_child=1 2 5 4 10 7 -8 8 -10 29 16 19 13 -15 15 -17 -18 -19 27 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.2885416625252332e-06 -1.7905123842680836e-05 -9.886301189183655e-06 -6.0532665365080621e-05 0.00015913450157995613 -3.8701916242871451e-05 0.0001975243188218201 9.5840909921207647e-06 -1.071041141003093e-06 1.8735663580358166e-05 -5.2309408525097469e-05 3.9731762834982474e-05 6.3457924758765223e-05 -4.3793543164127869e-06 -3.903517092069819e-06 4.4851344969245587e-05 1.6706340155181466e-05 3.4224212228650688e-07 -0.00018903950914236133 -0.00030498929298595101 -4.3488282217154507e-05 -1.6474130258359309e-06 0.00019459224133864695 0.00010772809880524648 -2.0635711689678261e-05 -5.5981656697667858e-06 0.0020923741099044334 -7.6948623089307942e-05 -2.9042178513378759e-05 3.159277760893531e-05 -0.00027329494303018008
leaf_weight=74 28 152 34 27 33 33 35 203 61 158 148 41 46 25 127 75 207 152 25 183 525 40 124 37 43 26 36 90 57 123
leaf_count=74 28 152 34 27 33 33 35 203 61 158 148 41 46 25 127 75 207 152 25 183 525 40 124 37 43 26 36 90 57 123
internal_value=-0.000296396 -0.000630699 -0.000415648 7.64192e-05 0.00173709 -0.00189233 -0.00338624 -0.00151986 -0.00186813 -0.00239175 0.00123393 -0.000420463 0.00217877 0.00313869 0.00385542 0.00492611 0.00174157 -0.00203175 -0.00486111 3.56189e-05 -0.000130597 -0.00162393 0.000279395 0.00232365 0.00340206 0.00450331 -0.000508744 -0.00603448 -0.000274443 -0.00390411
internal_weight=2968 2621 2443 1831 415 612 178 578 545 484 388 1416 347 273 248 202 355 304 143 1112 1071 223 848 230 193 150 618 115 582 281
internal_count=2968 2621 2443 1831 415 612 178 578 545 484 388 1416 347 273 248 202 355 304 143 1112 1071 223 848 230 193 150 618 115 582 281
cat_boundaries=0 29 32 35 38 39 40 42 43 45 46
cat_threshold=0 2056 0 0 2147491840 0 0 0 0 0 0 2052 0 1048576 268435456 0 0 0 33554432 10240 2147483648 0 0 0 0 32768 64 0 524288 67108865 2147484672 4096 2147500068 0 524288 32 0 524288 6 6 0 2064 272 1 2068 14
is_linear=0
shrinkage=0.04


Tree=588
num_leaves=31
num_cat=7
split_feature=7 7 2 4 9 3 2 9 3 4 1 2 5 3 2 2 14 4 9 4 3 2 2 1 2 2 11 0 2 2
split_gain=2.40134 1.48994 1.56527 1.33693 1.22024 1.19216 1.16762 1.15367 0.972665 0.940311 0.902322 0.857749 0.849503 0.849007 0.781178 1.26724 0.703382 1.31743 0.932088 0.863333 0.817728 0.69508 0.652681 0.636016 0.732667 0.604606 0.556047 0.870371 0.648395 1.059
threshold=0 1 131.00000000000003 133.00000000000003 2 1994.5000000000002 1.5000000000000002 3 2008.5000000000002 850.00000000000011 4.5000000000000009 75.500000000000014 9.0000000000000018 2003.5000000000002 69.500000000000014 26.500000000000004 4 1246835000.0000002 5 14469800500.000002 2017.5000000000002 7.5000000000000009 13.500000000000002 5.5000000000000009 47.500000000000007 5.5000000000000009 6 29.500000000000004 99.000000000000014 129.50000000000003
decision_type=9 9 10 8 9 8 10 9 8 10 10 8 8 10 10 10 9 8 9 8 8 10 10 8 10 8 9 10 10 10
left_child=7 2 4 -3 6 -5 -2 -1 13 10 -8 -6 -9 -7 15 22 18 -18 25 -19 -20 -14 -12 -21 -25 -10 27 -22 -28 -30
right_child=1 3 -4 5 11 8 9 12 16 -11 14 -13 21 -15 -16 -17 17 19 20 23 26 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-5.7796266348475458e-06 0.0002417645655325984 6.3538369651574555e-05 0.0021839605481930135 0.00016600442308451591 0.00022248481359390837 -1.2554832806195293e-05 -0.00043912035710121702 -1.662034042766436e-06 4.3848002786717191e-05 -0.00020805605729037779 5.9722704760645232e-06 1.0130252403683926e-06 -0.00032142809420122377 -5.5596170285312497e-05 -7.0283698031161631e-05 7.5147581431735946e-05 -0.00035495185878609448 0.00010934175467497198 5.8554734120797039e-05 2.255293975981232e-05 0.00015082628995031656 -0.00021577487716047727 -2.5402084285595096e-05 7.6728929875002906e-06 -0.00040849977395417624 -0.0001703912358380677 -6.5377782336639709e-06 1.5523230195668704e-06 -0.00026688555065092602 -1.4092480200673663e-05
leaf_weight=197 34 50 29 69 89 98 25 33 31 27 60 43 45 77 27 46 35 49 100 230 25 68 30 95 30 88 1033 114 35 49
leaf_count=197 34 50 29 69 89 98 25 33 31 27 60 43 45 77 27 46 35 49 100 230 25 68 30 95 30 88 1033 114 35 49
internal_value=-0.000128292 0.000289083 0.00247031 -0.000126183 0.00183246 -0.000277906 7.69231e-05 -0.00322034 -0.000449761 -0.00101852 0 0.00475524 -0.00585987 -0.00329545 0.00109756 0.00233577 -0.00018799 0.0012 -0.000605653 0.00187654 -0.000292612 -0.00789474 -0.00043956 0.00117978 -0.00111111 -0.00384615 -0.000572792 0.00173333 -0.000868794 -0.00423529
internal_weight=2961 2618 410 2208 381 2158 249 343 2089 215 188 132 146 175 163 136 1914 439 1475 404 1356 113 90 355 125 119 1256 139 1117 84
internal_count=2961 2618 410 2208 381 2158 249 343 2089 215 188 132 146 175 163 136 1914 439 1475 404 1356 113 90 355 125 119 1256 139 1117 84
cat_boundaries=0 15 33 35 37 38 40 42
cat_threshold=268582912 268435456 1610620928 2052 0 134225984 0 0 0 134217744 32 128 0 0 67108864 1 16 67371008 2630144 0 0 0 805314560 33554432 8224 32768 256 0 268435456 0 0 4096 128 0 22528 0 2052 139264 1073742081 8208 49152 2147484160
is_linear=0
shrinkage=0.04


Tree=589
num_leaves=31
num_cat=13
split_feature=8 7 7 2 7 12 12 2 2 17 1 3 3 9 2 6 2 7 2 2 3 2 12 2 4 12 2 16 4 3
split_gain=2.16436 1.68121 1.63033 1.42087 1.046 1.2062 1.02618 0.970456 1.8375 0.966131 1.37431 0.966426 1.0449 0.809055 0.836216 0.748938 1.24676 0.939072 0.783909 1.002 0.70345 0.706698 0.695065 1.67371 0.654587 0.92574 1.60459 1.04032 0.623149 0.616432
threshold=0 1 2 47.500000000000007 3 4 5 17.500000000000004 28.500000000000004 6 2.5000000000000004 1994.5000000000002 2009.5000000000002 7 14.500000000000002 8 455.00000000000006 9 15.500000000000002 172.50000000000003 1997.5000000000002 13.500000000000002 10 14.500000000000002 18214475000.000004 11 40.500000000000007 12 4.0000000000000009 1971.5000000000002
decision_type=9 9 9 8 9 9 9 10 10 9 10 8 8 9 10 9 10 9 8 10 10 10 9 10 8 9 8 1 10 10
left_child=1 -1 7 6 -4 9 -3 20 -9 -6 -11 -12 -13 14 -14 -7 17 22 -19 24 21 28 -17 -24 -20 26 -26 -28 -2 -8
right_child=2 3 4 -5 5 15 29 8 -10 10 11 12 13 -15 -16 16 -18 18 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=4.231311728908338e-05 -7.3527112179050389e-06 3.1888557225308034e-05 4.2094082675276924e-05 -6.1206918278600142e-05 -7.5314624506610532e-05 -0.0002413022159574041 8.1225147749819367e-06 7.9269830299466554e-05 -2.4047337340995512e-05 0.00020339920148394698 0.00082915908850029758 -0.00028066477426989421 -1.9110529184054315e-05 -2.407287477986131e-05 9.7445975390755279e-05 -1.8984813848845761e-05 -0.00028166363978527899 3.6032763060802611e-05 -9.2376802372697849e-05 0.00015535967472040115 -6.8905746877092607e-05 -0.00045481395129904457 -4.3644790621470972e-05 1.4958637797661823e-05 -5.2362689770077967e-05 -5.2685308200040031e-06 0.0012692277976152511 2.7501770066180598e-05 -1.0293701460284411e-05 -8.6051976300183242e-06
leaf_weight=108 112 116 111 161 116 104 134 32 134 49 28 79 60 535 48 108 43 192 39 25 25 29 31 89 64 213 40 39 31 55
leaf_count=108 112 116 111 161 116 104 134 32 134 49 28 79 60 535 48 108 43 192 39 25 25 29 31 89 64 213 40 39 31 55
internal_value=-0.000406642 0.00177778 -0.000938416 0.00067086 -0.00048419 -0.000710925 0.00228758 -0.00336898 -0.0011976 -0.00174946 -0.00120988 -0.00165113 -0.00193638 -0.00139752 0.00168067 0.000260521 0.00064877 0.000998811 0.00179775 0.000855107 -0.00535354 -0.00439306 -0.00117155 0.000916031 0.000353535 0.000896359 0.00324675 0.00725 -0.00319444 0.0003
internal_weight=2950 574 2376 466 2013 1902 305 363 166 915 799 750 722 643 108 987 883 840 612 420 197 172 228 120 395 356 143 79 143 189
internal_count=2950 574 2376 466 2013 1902 305 363 166 915 799 750 722 643 108 987 883 840 612 420 197 172 228 120 395 356 143 79 143 189
cat_boundaries=0 30 47 64 80 81 82 83 85 86 95 97 99 100
cat_threshold=268435456 2058 4 0 65536 0 0 0 1 32768 0 4 2048 1050112 0 0 0 0 33554432 8192 0 524288 4194304 0 0 268435456 68 0 0 8192 0 128 0 4 0 0 0 0 65536 0 0 0 0 0 67108864 0 4096 0 128 1678778368 4 0 0 0 536870912 33554432 134225920 0 256 0 0 0 0 1073745920 2 0 0 526848 0 134217728 0 8192 0 0 0 0 0 0 0 32 68388866 1155136 34 0 16544 144 0 0 0 0 0 0 0 131072 67584 9216 32 1280 32 2
is_linear=0
shrinkage=0.04


Tree=590
num_leaves=31
num_cat=10
split_feature=8 3 3 8 12 2 13 12 12 4 11 0 3 2 0 0 0 1 2 2 6 2 2 2 2 2 2 0 6 12
split_gain=3.01331 1.85102 1.78996 1.21081 1.4782 1.15754 1.01928 1.73424 1.60526 1.25842 1.0398 1.40068 0.850206 0.821755 0.797044 0.848703 1.16798 1.08224 0.765154 0.856001 0.753284 0.820502 0.711106 0.973094 0.685785 0.680586 0.766957 1.15698 0.788804 1.09151
threshold=0 2013.5000000000002 2004.5000000000002 1 2 16.500000000000004 3 4 5 7729560000.000001 6 33.175000000000004 2011.5000000000002 14.500000000000002 48.175000000000004 32.500000000000007 38.57500000000001 5.5000000000000009 15.500000000000002 18.500000000000004 7 39.500000000000007 24.500000000000004 8.5000000000000018 37.500000000000007 2.5000000000000004 3.5000000000000004 40.675000000000004 8 9
decision_type=9 10 8 9 9 10 9 9 9 10 9 10 8 8 10 10 10 10 8 10 9 8 10 10 10 8 10 10 9 9
left_child=1 2 -1 4 5 13 8 9 10 -8 -5 -12 -7 -2 15 17 -17 22 -4 -20 -9 -22 23 -10 -24 -18 -27 28 -28 -30
right_child=3 -3 18 6 -6 12 7 20 14 -11 11 -13 -14 -15 -16 16 25 -19 19 -21 21 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=-0.00010534658440775502 1.5413055795363561e-05 -0.00017863464684118925 7.0761767195897112e-05 -1.0398925036980699e-05 -5.2014131705746536e-05 -4.7012835765087857e-05 0.00014777371269616423 1.0790556625650538e-05 -2.2628588096083036e-05 -0.00021632986729922977 -8.8905915534098773e-05 -2.6941778507669766e-05 -1.9557016976179396e-06 0.0012971104261720612 2.5912478245793125e-05 -0.00051242208361912845 -0.00071500695576691702 8.9640887235944438e-05 -7.9398275937556659e-05 8.1498301815727817e-05 -0.00020200319139426881 -1.4047945029460607e-06 -3.7634323125814719e-05 5.8748031231914415e-05 3.5765010777311093e-06 0.00092144220804691202 -2.8329796988089131e-05 -6.3081905442317071e-05 0.00034896117085722269 -1.2821729189340658e-05
leaf_weight=27 88 39 98 639 210 29 241 140 39 28 45 110 90 26 26 28 38 59 42 131 53 63 25 60 92 30 147 53 164 111
leaf_count=27 88 39 98 639 210 29 241 140 39 28 45 110 90 26 26 28 38 59 42 131 53 63 25 60 92 30 147 53 164 111
internal_value=6.72948e-06 0.00350575 0.00468227 -0.000453686 -0.0023348 -8.19672e-05 -6.35786e-05 0.00145522 -0.000548599 0.00364286 -0.00183851 -0.0046988 -0.00283333 0.00278261 0.000634202 0.00042503 -0.000454545 0.00224638 0.00566176 0.00402299 -0.000898876 -0.00314961 0.000921659 0.0034 -0.00118644 -3.67647e-05 0.000355731 -4.20168e-05 0.000661939 0.00188811
internal_weight=2971 337 298 2634 443 233 2191 525 1666 269 794 155 119 114 872 846 571 275 271 173 256 116 216 99 117 543 505 475 422 275
internal_count=2971 337 298 2634 443 233 2191 525 1666 269 794 155 119 114 872 846 571 275 271 173 256 116 216 99 117 543 505 475 422 275
cat_boundaries=0 30 56 57 58 60 62 64 65 66 67
cat_threshold=268435456 2056 0 0 65536 0 0 0 0 32768 0 2048 0 1049600 0 0 0 0 0 10240 2147483648 0 4194304 8 0 16384 64 0 0 4096 1073741840 0 0 0 2147483648 0 262144 2147483648 0 0 0 0 2112 0 0 4096 0 0 0 0 256 0 0 0 0 1073741824 16951330 6 33890 32 42336 32 32804 1024 268 28 83902466
is_linear=0
shrinkage=0.04


Tree=591
num_leaves=31
num_cat=9
split_feature=8 7 8 4 4 4 5 7 0 7 11 8 2 2 4 2 9 5 2 5 2 2 3 2 2 9 2 1 2 3
split_gain=2.48518 2.78269 1.47722 1.158 1.05952 1.11793 1.41598 1.04831 1.13651 1.0536 1.00296 0.930245 0.888257 0.978675 0.867309 0.784377 0.781968 1.03309 0.965363 0.775973 0.767471 0.736789 1.32922 0.628973 0.584211 0.58204 0.652475 0.651482 0.571778 0.557306
threshold=0 1 2 283.00000000000006 6186315000.000001 5965.0000000000009 1.5000000000000002 3 43.675000000000004 4 5 6 3.5000000000000004 16.500000000000004 1732015000.0000002 17.500000000000004 7 2.5000000000000004 32.500000000000007 2.5000000000000004 16.500000000000004 24.500000000000004 2014.5000000000002 86.500000000000014 4128.5000000000009 8 54.500000000000007 5.5000000000000009 5.5000000000000009 1999.5000000000002
decision_type=9 9 9 8 10 10 8 9 8 9 9 9 10 10 8 8 9 8 8 10 10 10 8 8 8 9 10 8 10 10
left_child=3 14 16 -1 5 6 -4 24 9 15 11 -5 -12 -14 -2 -9 17 20 -19 25 -3 22 -16 28 -8 26 27 -11 -18 -15
right_child=1 2 4 10 -6 -7 7 8 -10 19 12 -13 13 29 21 -17 23 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.9470461362635091e-05 -0.00052353853481005078 1.3170732162848254e-05 -0.00019725283230307867 8.8812250656644664e-06 -1.5991066042175817e-05 2.999209912701417e-05 -0.0001140215325671079 7.7344077311636281e-08 4.6988856710967756e-05 -0.00051463249351918711 -2.6435825189992103e-05 -1.1992438498609203e-05 1.4944106605376817e-05 1.4788775340974781e-05 -0.00072235598138220786 0.00093055534236555107 -8.1607921504840418e-05 -0.00078922536168391844 -3.3098217125200334e-05 0.00020862773163493386 -5.5642441845336069e-05 -0.00013610433834926994 -6.4977192615600641e-06 -5.7775159365860421e-05 0.00023750760428526975 5.7740634594694028e-06 0.00018148130389207041 9.9284132959809321e-06 8.3137575298053432e-06 -4.5226267285300992e-05
leaf_weight=33 34 41 86 117 26 67 97 41 105 70 89 138 82 438 26 59 33 57 31 25 29 108 171 52 37 579 26 33 127 43
leaf_count=33 34 41 86 117 26 67 97 41 105 70 89 138 82 438 26 59 33 57 31 25 29 108 171 52 37 579 26 33 127 43
internal_value=-0.000124095 -0.000933536 -0.000232843 0.00155626 0.000427892 0.000603589 0.000310613 0.000708295 0.00118019 0.000695444 0.00129956 -0.000827068 0.00211161 0.0027305 -0.00417143 0.00432432 -0.0024147 -0.00449704 -0.00764045 0.000134409 -0.00112676 -0.00359477 -0.00212121 -0.000717489 -0.00248276 -0.000112835 -0.00242857 -0.00403846 0.000496894 0.0020332
internal_weight=2900 1960 1621 940 1251 1225 1158 1072 938 833 907 255 652 563 339 100 370 158 88 733 70 305 197 212 134 708 129 103 160 481
internal_count=2900 1960 1621 940 1251 1225 1158 1072 938 833 907 255 652 563 339 100 370 158 88 733 70 305 197 212 134 708 129 103 160 481
cat_boundaries=0 27 45 75 92 105 108 131 133 135
cat_threshold=0 2056 4 0 65536 0 0 0 0 0 0 4 0 1048576 0 0 0 0 0 8192 2147484032 0 20971520 8 0 32768 64 268451841 17 1610620928 0 524320 0 33685504 537001984 33554432 134217728 32 0 0 0 0 0 0 256 16 0 0 0 2147483648 1 262144 2147483648 0 0 0 0 8256 512 0 0 0 0 33558528 0 0 0 0 0 0 0 4 0 0 4096 0 128 0 0 0 134217728 0 0 0 32 0 0 0 0 0 0 4112 2 0 1048576 2099200 0 0 0 0 2048 0 0 0 16 16388 0 524288 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 256 0 4194304 0 20516 0 12448
is_linear=0
shrinkage=0.04


Tree=592
num_leaves=31
num_cat=16
split_feature=8 7 12 7 4 8 12 8 12 13 9 12 3 4 4 4 6 0 3 1 4 9 0 0 6 0 0 4 12 7
split_gain=2.51431 2.5609 1.66435 1.58098 1.19305 1.12127 1.09568 1.09729 0.939418 0.918142 0.842818 0.711663 0.696293 0.695996 1.30503 0.952076 0.742786 0.765871 0.978141 0.676261 0.817598 0.821059 0.89358 0.670848 0.589459 0.727119 0.683912 0.470112 0.464391 0.412777
threshold=0 1 2 3 215.00000000000003 4 5 6 7 8 9 10 2003.5000000000002 390.00000000000006 3550.0000000000005 2772799500.0000005 11 36.400000000000006 2010.5000000000002 1.5000000000000002 676.50000000000011 12 44.07500000000001 42.250000000000007 13 14.500000000000002 35.250000000000007 45.000000000000007 14 15
decision_type=9 9 9 9 10 9 9 9 9 9 9 9 10 8 8 8 9 8 8 10 10 9 10 10 9 10 10 10 9 9
left_child=2 11 10 4 8 27 7 -5 -3 -8 23 12 -2 -11 -15 -16 28 29 -19 -9 21 22 24 -1 25 -21 -26 -4 -17 -18
right_child=1 3 5 6 -6 -7 9 19 -10 13 -12 -13 -14 14 15 16 17 18 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-4.1957401590053677e-06 2.6504330808130305e-05 -3.9129251954790335e-05 2.936444349650458e-06 -8.7882077455390121e-05 -0.00051705391574380149 5.5277463686600468e-05 -6.6763415829385056e-05 0.00019508846266631964 -1.2226692008496798e-05 0.00015683041925299791 3.8185383141353667e-05 9.4785952023812575e-06 -3.5689014023176922e-07 -0.00042612745859877066 0.0002539682573853952 1.0900213549653871e-05 -7.0103782531560908e-06 0.0001176107445242991 -5.9756648144997371e-05 -0.00026802178919382413 -0.00057920578851486935 -9.0819596492899276e-05 7.0969776855136498e-05 -0.00033288559989436806 -0.00017587439674805695 9.1755401723503389e-06 -3.5282078521277071e-05 1.1561364267151931e-05 0.0003516434820581793 3.6125736549976748e-05
leaf_weight=85 100 105 108 102 38 130 103 57 207 33 105 103 28 27 25 178 142 30 133 39 50 234 37 35 25 263 153 51 100 110
leaf_count=85 100 105 108 102 38 130 103 57 207 33 105 103 28 27 25 178 142 30 133 39 50 234 37 35 25 263 153 51 100 110
internal_value=-0.000149813 -0.000690506 0.0023619 -0.00111717 -0.00354571 0.00433333 -0.000637149 -0.0015654 -0.0028115 0.000381166 -0.000254237 0.00322314 0.00517986 0.00086185 0.000616622 0.000945758 0.000662824 -0.000422535 -0.00256098 -0.00105869 -0.00137157 -0.00103723 -0.000113636 -0.00244275 -0.000582121 0.000511182 -0.00232804 0.00176471 0.00221453 0.000948617
internal_weight=2936 2422 514 2191 350 289 1841 960 312 881 225 231 128 778 745 718 693 415 163 858 801 751 517 120 480 302 178 159 278 252
internal_count=2936 2422 514 2191 350 289 1841 960 312 881 225 231 128 778 745 718 693 415 163 858 801 751 517 120 480 302 178 159 278 252
cat_boundaries=0 30 48 50 67 87 89 108 109 110 112 114 115 117 118 119 128
cat_threshold=268435456 2056 4 0 3221225472 0 0 0 0 32768 0 2048 2112 1049088 268435456 0 0 0 0 10240 0 0 4194304 8 0 268468224 0 0 0 8192 2 0 67108864 2097664 0 134217792 0 8192 33554432 0 0 2097472 0 0 0 0 128 384 2082 32 131072 128 537919488 524292 0 2 0 0 2048 134225920 32 0 268435472 0 0 0 4096 0 8 0 0 0 0 0 0 0 0 0 2048 2048 512 0 0 0 0 0 8192 134466 34 0 0 0 0 0 0 0 2147483648 0 0 0 131076 0 0 0 4096 0 0 4096 25602 8 0 10240 66626 32 402 0 6160 76 98336 0 0 0 0 0 0 0 131072 65536
is_linear=0
shrinkage=0.04


Tree=593
num_leaves=31
num_cat=13
split_feature=7 8 8 10 8 4 11 5 4 12 9 12 6 4 4 5 9 0 4 0 0 5 1 0 0 12 12 0 0 1
split_gain=2.90887 1.58863 1.49536 1.45151 2.15789 1.97887 1.23435 1.08512 1.04122 1.01278 0.80484 0.774511 0.776755 0.740426 0.690693 0.684641 0.646345 0.642878 0.640259 0.658504 0.635504 0.551883 0.520251 0.499929 0.380752 0.743767 0.556168 1.15732 0.613054 0.51718
threshold=0 1 2 3 4 4.0000000000000009 5 1.5000000000000002 28487750000.000004 6 7 8 9 425.00000000000006 10510.500000000002 5.5000000000000009 10 40.250000000000007 1525190000.0000002 29.500000000000004 39.07500000000001 2.5000000000000004 5.5000000000000009 37.750000000000007 35.850000000000009 11 12 22.750000000000004 23.500000000000004 5.5000000000000009
decision_type=9 9 9 9 9 10 9 10 8 9 9 9 9 8 8 8 9 8 8 10 10 8 8 10 10 9 9 8 10 10
left_child=2 8 20 4 18 -5 23 11 -2 16 14 -4 -13 -12 -11 -10 22 -15 -3 -20 -1 -16 -8 -6 26 -26 27 -18 -28 -27
right_child=1 3 7 5 6 -7 9 -9 15 10 13 12 -14 17 21 -17 24 -19 19 -21 -22 -23 -24 -25 25 29 28 -29 -30 -31
leaf_value=-5.5212627782452731e-06 2.5532401481669354e-05 6.6047054012230433e-06 -1.9673550810495044e-06 2.6645236119158256e-05 9.9542854110907803e-05 4.2341684205453592e-05 3.8475702134377344e-06 -9.6198805897955712e-05 6.7589224416195743e-05 -0.00051252418837805186 0.00015980216371715982 -2.3643116254845608e-05 -8.8390196962535582e-05 1.6349423460511047e-05 3.2037034929288667e-05 5.561056799621156e-06 -7.6923782063431646e-06 -1.2752387387280351e-05 -5.6479777225604269e-06 -0.00012385618924618314 0.00013184821418391835 -7.3477104785872878e-05 0.00020169390551039613 1.9861694225085104e-05 -0.00023796488725999154 -2.2938948451738384e-05 -1.1032284405843029e-06 0.00084284285027422354 -4.7323066403528456e-05 0.00089238590220702468
leaf_weight=67 43 32 145 120 39 57 86 31 46 33 25 106 186 576 48 134 108 97 100 205 51 70 25 75 107 135 93 26 34 26
leaf_count=67 43 32 145 120 39 57 86 31 46 33 25 106 186 576 48 134 108 97 100 205 51 70 25 75 107 135 93 26 34 26
internal_value=8.19952e-05 0.00071459 -0.00241206 0.000366541 4.10046e-05 0.0037234 0.000656753 -0.0034238 0.00384615 0.000333333 0.00123256 -0.00296804 -0.00409241 0.00180536 -0.00135802 0.00265193 -0.000860215 0.0015727 -0.00281609 -0.00346405 0.00155039 0 0.00180328 0.00448 -0.00144444 -0.00252788 -0.000381679 0.00137931 -0.00217391 -0.000581395
internal_weight=2926 2340 586 2117 1940 177 1603 468 223 1489 849 437 292 698 151 180 640 673 337 305 118 118 111 114 529 268 261 134 127 161
internal_count=2926 2340 586 2117 1940 177 1603 468 223 1489 849 437 292 698 151 180 640 673 337 305 118 118 111 114 529 268 261 134 127 161
cat_boundaries=0 18 45 68 69 98 100 102 104 106 107 109 110 112
cat_threshold=147456 16 1108353024 2623488 589824 8192 0 536870912 67584 536870912 32 384 0 0 0 0 144 128 268435456 1048584 4 0 2147483648 0 0 0 1 0 0 0 0 1048576 0 4096 0 0 33558528 0 0 524288 0 0 0 16384 64 0 12 0 0 0 0 0 0 0 0 0 131076 2048 0 0 0 0 0 0 0 0 0 4194304 276 16 4 0 0 0 1 0 0 0 0 0 2048 0 512 0 0 0 0 0 0 384 0 0 8 0 1073741824 0 0 128 0 2147485184 83889504 32 0 4100 75808 32 212 0 4116 67111200 288 32
is_linear=0
shrinkage=0.04


Tree=594
num_leaves=31
num_cat=10
split_feature=7 12 8 7 12 2 2 0 4 1 0 6 2 2 2 2 2 2 2 6 8 2 0 2 12 2 2 0 12 0
split_gain=2.37421 1.72277 1.69579 2.15992 1.74578 1.47059 1.33274 2.48919 1.5939 1.10723 1.04041 0.995769 0.973693 0.853909 0.843924 0.766305 1.25116 0.90084 0.688741 1.24151 0.67891 1.22346 1.14746 1.02043 0.943419 0.72494 0.721574 0.601666 0.574599 1.31298
threshold=0 1 2 3 4 36.500000000000007 42.500000000000007 40.250000000000007 22.000000000000004 3.5000000000000004 51.32500000000001 5 27.500000000000004 131.00000000000003 385.00000000000006 35.500000000000007 13.500000000000002 99.000000000000014 12.500000000000002 6 7 80.500000000000014 44.07500000000001 65.500000000000014 8 161.00000000000003 20.500000000000004 39.07500000000001 9 37.750000000000007
decision_type=9 9 9 9 9 10 8 10 10 8 8 9 10 8 10 8 10 10 8 9 9 8 10 8 9 8 10 10 9 10
left_child=1 5 15 12 9 -1 7 27 13 -5 11 14 -4 -8 20 16 -2 -17 -11 -20 23 22 24 -6 26 -23 -22 -3 29 -13
right_child=2 6 3 4 10 -7 8 -9 -10 18 -12 28 -14 -15 -16 17 -18 -19 19 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00042381148521723587 2.1556753644702553e-06 6.3802507723664798e-05 -3.4426997632444054e-05 0.00025554768351494062 -1.0897411518442369e-05 2.0352880035154898e-05 -3.033312996475246e-05 -2.324980115027131e-06 0.00098197295292678176 2.6163415972106918e-05 -0.00010120849253574705 0.00012961167180286281 -0.00010719123157976185 2.3744342309619528e-05 0.0024817395849967027 -9.0402433385037282e-05 2.5331712107572459e-05 3.7240920002226117e-05 4.8147345332338891e-06 -4.6601909881403006e-05 1.4600066910013255e-05 -0.00019631857877214998 4.0287172892377046e-05 2.7919573367682917e-05 -0.00010733610629472423 -0.00015542784972510048 -0.00019288978225901588 7.1097220124975987e-05 2.698115642914445e-05 -8.9580347624931275e-05
leaf_weight=60 104 56 168 38 280 40 54 54 31 127 26 39 73 68 25 104 91 86 168 121 94 35 43 84 275 45 43 74 262 172
leaf_count=60 104 56 168 38 280 40 54 54 31 127 26 39 73 68 25 104 91 86 168 121 94 35 43 84 275 45 43 74 262 172
internal_value=4.08024e-05 0.00272321 -0.00043755 -0.000883044 -0.000413136 -0.0018018 0.00408046 0.00648649 0.00142857 0.00172043 -0.00110181 -0.000958512 -0.00436508 -0.000650407 -0.00171123 0.0019697 0.00377551 0.000209424 0.00115108 6.89655e-05 -0.00193333 -0.00282051 -0.0020614 -0.000533333 -0.00271186 -0.00740741 0.000135135 0.00946565 0.00053719 -0.000990991
internal_weight=2940 437 2503 2118 1877 100 337 184 153 454 1423 1397 241 122 924 385 195 190 416 289 899 535 455 364 412 80 137 130 473 211
internal_count=2940 437 2503 2118 1877 100 337 184 153 454 1423 1397 241 122 924 385 195 190 416 289 899 535 455 364 412 80 137 130 473 211
cat_boundaries=0 18 20 47 60 62 63 64 87 88 90
cat_threshold=268435458 128 1073741824 532992 0 134217728 0 268443648 33554432 8208 0 320 0 268435456 0 32 1073746048 256 1196288 32 268435472 1048580 4 0 2147549184 0 0 2147483648 1 32768 0 2048 0 512 268435456 0 0 0 0 0 2147483648 0 4194304 8 0 16384 64 0 16 0 2048 0 8194 0 536870912 2048 32 32 128 16 18022400 2 408 152 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16777216 36128 43040 32
is_linear=0
shrinkage=0.04


Tree=595
num_leaves=31
num_cat=11
split_feature=7 12 5 10 7 2 4 2 12 2 13 4 2 2 2 9 3 15 4 3 4 2 2 2 12 9 2 2 4 12
split_gain=2.20833 1.29614 1.23802 1.19843 1.19804 1.19212 1.81488 1.40393 1.12379 1.33658 1.06315 0.863443 0.863312 0.820817 0.965977 0.813039 1.31892 0.839874 1.05034 0.773375 0.802816 0.728824 0.69827 0.667932 0.822758 0.630782 0.664885 1.82273 0.557192 0.52956
threshold=0 1 4.5000000000000009 2 3 22.500000000000004 37073800000.000008 7.5000000000000009 4 1.5000000000000002 5 4350.0000000000009 79.500000000000014 68.500000000000014 16.500000000000004 6 1999.5000000000002 7 2960.0000000000005 2018.5000000000002 199.50000000000003 13.500000000000002 3.5000000000000004 111.00000000000001 8 9 151.50000000000003 105.50000000000001 984745000.00000012 10
decision_type=9 9 10 9 9 10 8 10 9 10 9 8 10 8 10 9 8 9 10 8 10 10 10 8 9 9 10 10 8 9
left_child=1 19 3 5 29 7 -7 -2 9 -6 13 -11 -8 14 -3 -10 -17 23 21 -1 22 -19 -21 24 -18 -13 27 28 -27 -5
right_child=2 10 -4 4 8 6 12 -9 15 11 -12 25 -14 -15 -16 16 17 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00024113529851263138 3.6472793747890365e-05 -1.7885938323800589e-05 0.00010932080083239981 4.7744466061843126e-05 -0.00025549609104864147 0.0010737293234251411 -0.00042706117377996124 0.00014508036448816598 1.4681014766750877e-05 2.3696990220969384e-05 -5.4557732042255223e-05 3.1883478531895546e-05 2.7942041288326891e-05 -4.0541963931488567e-05 2.3443388547335076e-05 -0.00025005279079977073 -4.3445631875513869e-05 -3.5348007180857623e-07 1.058354269183326e-05 0.0004780702428557149 -8.8063204398878276e-05 -0.00021680288106580293 1.8707414966456782e-07 0.0010319937588276673 2.3625285138919595e-05 -0.00014728679622997732 -0.00032976178583425051 0.00065434627132230359 -9.5692771162703141e-06 2.0190921031115751e-06
leaf_weight=25 75 39 34 117 125 25 27 38 126 101 223 133 27 32 55 25 102 91 37 42 29 75 259 35 178 43 51 36 625 155
leaf_count=25 75 39 34 117 125 25 27 38 126 101 223 133 27 32 55 25 102 91 37 42 29 75 259 35 178 43 51 36 625 155
internal_value=-7.36772e-05 -0.00201399 0.000532286 0.000418149 0.000125847 0.00334975 -0.00025 0.00614035 -0.00025641 -0.00103111 -0.00372222 -0.000545455 -0.00436364 -0.000583942 0.00126316 0.00102941 0.00032491 0.000770713 -0.00121495 -0.000273224 0.000241692 -0.00263473 0.000860927 0.00202454 0.00142349 -0.000944882 -0.00138381 -0.00107801 -0.00155456 0.00254417
internal_weight=2985 704 2281 2247 2055 192 79 113 1783 1114 349 989 54 126 94 669 543 518 203 355 330 166 301 315 280 888 755 704 668 272
internal_count=2985 704 2281 2247 2055 192 79 113 1783 1114 349 989 54 126 94 669 543 518 203 355 330 166 301 315 280 888 755 704 668 272
cat_boundaries=0 18 20 21 38 40 41 43 44 45 47 49
cat_threshold=0 16 638590976 2048 0 8194 0 537001984 65536 0 32 128 0 0 0 32 0 384 246816 32 33 16384 1 1073741824 2097664 0 134219776 0 0 2048 134225920 0 0 16 0 0 0 1073741952 115746 32 4 1 4100 69206016 17958912 0 16416 98368 32
is_linear=0
shrinkage=0.04


Tree=596
num_leaves=31
num_cat=9
split_feature=8 12 12 2 14 2 2 2 4 1 2 0 2 0 2 2 12 0 2 10 9 2 4 2 2 12 2 15 2 2
split_gain=2.96569 1.04087 1.02021 1.29321 1.30427 1.42203 0.82579 1.05884 0.80007 1.16061 0.752465 0.738225 0.716734 0.7372 0.644107 2.65401 1.58811 0.616708 1.07027 0.607867 0.70416 1.50229 0.84158 0.606322 0.598784 0.575191 1.46665 1.12182 1.04375 0.831558
threshold=0 1 2 2.5000000000000004 3 6.5000000000000009 40.500000000000007 131.00000000000003 1511170000.0000002 6.5000000000000009 8.5000000000000018 35.250000000000007 17.500000000000004 44.07500000000001 45.500000000000007 78.500000000000014 4 23.500000000000004 492.00000000000006 5 6 23.500000000000004 3681544000.0000005 47.500000000000007 7.5000000000000009 7 4.5000000000000009 8 34.500000000000007 492.00000000000006
decision_type=9 9 9 8 9 8 8 10 10 8 8 10 10 10 8 8 9 10 8 9 9 10 10 10 10 9 10 9 10 10
left_child=1 23 19 11 17 -6 12 -8 9 10 -7 -4 13 -3 16 -16 -12 -5 -19 24 21 -21 25 -1 -2 26 -22 28 -27 -29
right_child=2 6 3 4 5 8 7 -9 -10 -11 14 -13 -14 -15 15 -17 -18 18 -20 20 22 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=3.5556038584871885e-06 -0.00044536180102817014 3.7879308933348454e-05 1.3766973036695163e-05 1.5450617546974855e-06 -0.00012622316427478354 1.6130931364841671e-05 -9.1865060316109755e-06 7.512461128094117e-05 1.0362825079326399e-05 -0.00051745716852558132 -9.2825228809445549e-06 0.00014059242471354595 5.1784714849105743e-05 -3.1197209201536682e-05 0.00016698716712809869 -1.8233140036514329e-05 2.5705493967791427e-05 0.00073281284525069876 3.2004694104159627e-05 0.00045155646397684993 -0.00044076770038291356 -6.1428954974189769e-05 -0.00055522386107043076 -4.3238452175025086e-05 -4.1721720489356072e-05 -0.00028971028928602037 -6.9562695833269574e-06 1.1530157114378881e-05 1.5664254611635897e-06 -0.00055601142888072274
leaf_weight=74 51 136 35 59 94 37 89 47 37 63 286 33 89 29 97 153 120 40 29 84 58 51 40 26 72 62 272 611 43 27
leaf_count=74 51 136 35 59 94 37 89 47 37 63 286 33 89 29 97 153 120 40 29 84 58 51 40 26 72 62 272 611 43 27
internal_value=0.000149406 0.00295409 -0.000421907 0.000493601 0.000137795 -0.000423163 0.00389027 0.00145985 0.000125945 -0.00015852 0.000317003 0.0057971 0.00533333 0.00373494 0 0.00159363 -0.000982801 0.00374101 0.00657143 -0.00114327 -0.000857824 0.00178082 -0.00119217 -0.000720721 -0.00373134 -0.000986965 -0.00234604 -0.000344828 -0.00396552 0.000308166
internal_weight=2944 490 2454 1083 1015 887 390 136 793 756 693 68 254 165 656 250 406 128 69 1371 1248 135 1113 100 123 1073 330 743 105 638
internal_count=2944 490 2454 1083 1015 887 390 136 793 756 693 68 254 165 656 250 406 128 69 1371 1248 135 1113 100 123 1073 330 743 105 638
cat_boundaries=0 30 32 34 35 36 37 39 40 41
cat_threshold=1073741840 2058 4 0 1073807360 0 0 2147483648 0 32768 0 0 8192 1024 268435456 0 0 0 4096 8192 2147483904 524288 0 0 0 16384 68 0 0 8192 68313088 2 67128418 32 145 16883712 17 0 36 67127328 2155872256
is_linear=0
shrinkage=0.04


Tree=597
num_leaves=31
num_cat=9
split_feature=8 12 4 9 0 9 2 8 2 2 8 13 3 2 2 0 4 2 2 2 3 2 3 12 5 3 0 13 0 0
split_gain=1.88572 1.13406 1.42224 1.23919 1.31376 1.16822 1.15812 1.08818 1.02233 1.67042 0.99861 0.913793 0.912947 0.864865 0.78171 0.745404 0.740022 0.706526 0.946754 0.792279 0.692105 0.971771 0.631878 0.610418 1.10415 0.597502 0.784207 0.593591 0.719213 0.647037
threshold=0 1 5039060000.000001 2 32.500000000000007 3 698.00000000000011 4 50.500000000000007 398.00000000000006 5 6 2018.5000000000002 18.500000000000004 5.5000000000000009 40.250000000000007 5368.5000000000009 291.50000000000006 105.50000000000001 71.500000000000014 2018.5000000000002 19.500000000000004 1989.5000000000002 7 3.5000000000000004 2005.5000000000002 16.750000000000004 8 44.07500000000001 35.600000000000009
decision_type=9 9 10 9 10 9 8 9 10 10 9 9 8 8 10 10 8 10 10 10 8 10 10 9 8 10 10 9 10 8
left_child=8 5 3 4 -3 10 20 13 12 -10 -2 22 -1 -5 -6 -14 -13 18 19 27 21 -7 -9 -18 -25 26 -26 28 -12 -29
right_child=1 2 -4 7 14 6 -8 11 9 -11 17 16 15 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.00010496971439167169 1.9636203457054081e-05 3.4671248885835837e-05 1.114791491048095e-05 5.6995630479406148e-06 -5.1030327535670492e-05 -3.9621783462706615e-05 -0.00085636228100412388 0.00016583617980636233 -7.3722317778361916e-05 2.911763541607826e-05 -5.7116654760918098e-05 3.6019920105445639e-05 5.1894085151644729e-05 -0.00031190725181161837 -0.00016324242657447029 -4.1680498628338112e-06 4.230107748348644e-06 5.6546633836269681e-05 -6.0708544114689288e-05 5.3417187096727051e-06 2.3956737620025592e-05 0.0012535811109540163 -2.6579389816703271e-05 -0.00018503210595788744 -2.0257335203197613e-05 -0.00010265398350561838 8.3559264801280615e-06 -1.5326728002804658e-05 3.7164474468980305e-05 -4.8404900914533755e-06
leaf_weight=42 115 30 33 36 28 41 35 97 40 30 303 55 99 74 67 42 384 34 36 63 349 35 25 25 69 48 274 121 33 282
leaf_count=42 115 30 33 36 28 41 35 97 40 30 303 55 99 74 67 42 384 34 36 63 349 35 25 25 69 48 274 121 33 282
internal_value=0.000183299 -0.000133185 0.000748408 0.000527617 -0.00308824 -0.000891632 0.000764331 0.000965392 0.00340909 -0.00056338 -0.00166333 0.00139676 0.0051087 -0.00264463 -0.005625 0.00352113 0.000900693 -0.00212911 -0.00238379 -0.00209215 0.0013615 -0.00207792 0.00451128 0.000599251 -0.000468384 5.10204e-05 0.000639535 -0.00245946 -0.00368876 -0.00130435
internal_weight=2945 2692 1245 1212 125 1447 460 1087 253 70 987 977 183 110 95 141 855 872 838 802 425 76 122 800 416 391 343 739 336 403
internal_count=2945 2692 1245 1212 125 1447 460 1087 253 70 987 977 183 110 95 141 855 872 838 802 425 76 122 800 416 391 343 739 336 403
cat_boundaries=0 19 20 22 24 53 76 77 79 80
cat_threshold=0 2056 4 0 65536 1 0 2147483648 0 32768 0 0 64 1048576 268435456 0 0 0 4096 85114946 0 16512 131072 26656 0 0 0 0 0 0 0 0 0 0 0 133120 0 512 0 0 0 0 0 0 128 0 0 0 0 0 0 0 524288 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 4096 0 0 0 0 128 0 4194304 8 75776 2 12
is_linear=0
shrinkage=0.04


Tree=598
num_leaves=31
num_cat=10
split_feature=7 8 0 8 15 2 4 9 15 2 6 4 12 2 3 2 2 4 2 2 0 9 4 12 0 2 2 0 3 0
split_gain=3.84612 1.5612 1.48046 1.08754 1.26685 0.979872 1.64463 0.949892 1.37503 1.75293 1.5657 1.29108 1.24852 1.24226 1.3963 1.10736 0.927361 0.920655 0.906914 1.46132 0.860062 0.812019 0.696988 0.801242 0.759302 0.898723 0.649607 0.641674 0.646589 0.630441
threshold=0 1 55.500000000000007 2 3 50.500000000000007 27072.500000000004 4 5 22.500000000000004 6 6050.0000000000009 7 14.500000000000002 2012.5000000000002 111.00000000000001 11.500000000000002 984745000.00000012 15.500000000000002 20.500000000000004 32.500000000000007 8 8400.0000000000018 9 29.500000000000004 12.500000000000002 37.500000000000007 12.250000000000002 2011.5000000000002 36.900000000000006
decision_type=9 9 10 9 9 10 8 9 9 8 9 8 9 8 10 10 10 10 10 10 10 9 10 9 10 8 8 10 10 8
left_child=22 17 3 4 18 6 -6 11 9 16 13 -5 21 -10 -15 29 -9 -2 -3 -20 -7 27 23 -1 -25 -26 -11 -12 -29 -13
right_child=1 2 -4 7 5 20 -8 8 10 26 12 15 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=4.8009524725287635e-05 -0.00011033805747928227 0.00012637862455214588 -5.2870671187150719e-05 -0.00014119322777553123 6.3387874947871121e-05 7.724310104677557e-06 -2.4149540256246383e-06 4.2268492202879312e-06 0.00010217688663423986 0.00014416227360836587 -0.00037654198629212489 3.3498041602157967e-05 -2.3884377719589622e-05 -2.4602728450417998e-06 -0.00053603283707893469 0.00049074158440127742 -0.00025378020989208494 7.2333720309387671e-05 -7.3965455052089625e-05 0.00021461792022378745 -4.0976485406645226e-05 -7.8492380680472706e-05 1.0701998314033291e-05 -3.0655095076497216e-05 0.00016822440080300539 2.1023405367515125e-06 9.015931790656851e-06 4.5444769035896116e-07 8.3223897690913872e-05 6.9895082054216578e-06
leaf_weight=135 206 65 27 61 26 27 135 85 158 40 37 76 380 243 25 25 47 40 26 94 33 104 38 39 32 85 117 237 32 295
leaf_count=135 206 65 27 61 26 27 135 85 158 40 37 76 380 243 25 25 47 40 26 94 33 104 38 39 32 85 117 237 32 295
internal_value=5.38539e-05 -0.00046003 -0.000141313 -3.37695e-05 0.00182254 -0.000258621 0.00135802 -0.000425748 -0.00091029 0.00153333 -0.00149959 0.00115385 -0.00254682 0.000457666 -0.00118959 0.00201511 -0.00180451 -0.00342412 0.00418367 0.00231405 -0.00459016 -0.000950119 0.00405882 0.00349315 0.0011976 0.00288136 0.00443038 0.000126183 0.000814815 0.00145161
internal_weight=2970 2641 2395 2368 406 221 161 1962 1505 289 1216 457 790 426 268 396 132 246 185 120 60 410 329 291 156 117 157 306 269 371
internal_count=2970 2641 2395 2368 406 221 161 1962 1505 289 1216 457 790 426 268 396 132 246 185 120 60 410 329 291 156 117 157 306 269 371
cat_boundaries=0 18 44 71 72 74 75 76 78 80 82
cat_threshold=131072 0 1141112832 2560 0 134217728 33554432 0 0 0 32768 320 128 0 67108864 0 1073746048 128 1073741824 2048 4 0 0 0 0 2147483648 0 0 0 33685504 8192 1048576 0 4096 0 0 0 2048 0 0 0 0 0 16384 268435456 12 0 0 2147549184 0 0 0 0 32768 0 2052 0 1024 268435456 0 0 0 4096 0 128 0 0 0 0 32768 64 67108864 1073873152 20512 2283274240 194 16949282 32 0 2048 148482 32
is_linear=0
shrinkage=0.04


Tree=599
num_leaves=31
num_cat=12
split_feature=7 0 8 0 7 1 12 12 0 12 3 0 0 4 6 11 0 12 0 1 3 4 1 12 9 0 1 4 3 9
split_gain=1.98646 1.8071 1.56955 1.28757 1.14037 1.02592 0.949174 0.941822 0.884017 0.996595 1.13594 0.92838 0.807636 0.574497 0.567924 1.50904 0.962406 1.04989 0.794611 0.790368 0.786507 0.929432 1.07104 0.729507 0.689985 0.850329 0.69906 0.592377 0.587252 0.566533
threshold=0 52.740000000000002 1 48.175000000000004 2 5.5000000000000009 3 4 46.250000000000007 5 2000.5000000000002 38.20000000000001 35.600000000000009 141.00000000000003 6 7 29.500000000000004 8 37.750000000000007 5.5000000000000009 1992.5000000000002 5595120000.000001 3.5000000000000004 9 10 44.07500000000001 5.5000000000000009 3890.0000000000005 1991.5000000000002 11
decision_type=9 8 9 10 9 8 9 9 10 9 10 10 10 10 9 9 10 9 10 10 10 8 10 9 9 10 8 8 10 9
left_child=8 2 7 4 6 -3 -4 -2 9 12 11 -11 -1 -9 15 19 -17 18 -18 29 21 -19 -23 -16 25 27 28 -25 -26 -6
right_child=1 5 3 -5 14 -7 -8 13 -10 10 -12 -13 -14 -15 23 16 17 20 -20 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00017444624901287399 5.0733358936270182e-05 -3.5293032135541581e-06 -4.8187305038922545e-05 7.6805097012098151e-05 -9.9623129313712873e-05 -0.00026615560997093722 -2.0397005729222428e-06 1.0631452332177104e-06 -0.00010783150182959389 1.8383481987669371e-05 -3.8198439062142596e-06 9.7962046676016711e-05 6.8475188565244593e-05 1.9289908117556821e-05 -1.0389762050309059e-05 0.00013040572384145576 -0.00067067444607097574 5.8983751591767942e-05 -3.6633568729058653e-05 -0.0003639028703855729 -0.00097108639872892869 -0.00028554056602022373 7.829742401167294e-05 8.7010022874594033e-05 0.00020806546741496845 0.0013777752306209834 -5.7369340764878982e-06 -1.0332555086733919e-06 8.0010248432600407e-05 -3.1708839857778059e-05
leaf_weight=25 106 31 115 25 145 28 125 226 25 40 26 99 103 27 291 56 35 45 65 64 31 58 108 33 83 26 40 598 33 194
leaf_count=25 106 31 115 25 145 28 125 226 25 40 26 99 103 27 291 56 35 45 65 64 31 58 108 33 83 26 40 598 33 194
internal_value=0.000233918 -0.000138515 2.37154e-05 -0.000385144 -0.000493942 -0.007 -0.00302789 0.00243243 0.00316109 0.00387755 0.00579545 0.00757143 0.000863309 0.000984848 -0.000156576 -0.000960591 0.000782396 0 -0.00324324 -0.002657 0.00142292 0.00235849 0.000958084 0.000430493 0.00104369 0.000449102 0.00335329 0.000158228 0.00512821 -0.00194118
internal_weight=2906 2588 2529 2170 2145 59 240 359 318 293 165 139 128 253 1905 801 398 342 100 403 242 211 166 1104 813 657 156 631 116 339
internal_count=2906 2588 2529 2170 2145 59 240 359 318 293 165 139 128 253 1905 801 398 342 100 403 242 211 166 1104 813 657 156 631 116 339
cat_boundaries=0 18 47 61 63 64 65 66 67 68 69 71 73
cat_threshold=268435457 1 1073741824 8192 0 2048 0 8192 33554432 8192 32768 320 128 0 67108864 0 1073745920 128 0 8 0 0 2147483648 0 262144 0 0 32768 0 2048 2048 0 0 0 0 0 0 2048 0 0 4194304 8 0 32768 64 0 524288 2 0 536870912 0 0 0 0 536870912 2048 134217760 8224 128 0 268435456 1056770 32 99392 1181794 402 32772 16854048 83921152 0 14356 0 2176
is_linear=0
shrinkage=0.04


Tree=600
num_leaves=31
num_cat=12
split_feature=7 8 12 0 3 7 11 12 0 2 3 2 8 12 0 2 2 2 12 0 12 2 12 2 6 2 2 2 2 2
split_gain=2.63054 2.92062 1.7485 1.08876 1.00154 0.968009 0.947018 1.09577 2.19531 1.08921 1.06733 1.72751 0.924659 0.879584 1.4023 1.01635 0.829074 0.819557 0.781374 0.850628 1.50355 1.37937 1.3141 1.03113 0.799381 1.29735 0.964125 1.19809 0.864126 0.792846
threshold=0 1 2 54.500000000000007 2013.5000000000002 3 4 5 18.500000000000004 49.500000000000007 1992.5000000000002 54.500000000000007 6 7 39.07500000000001 50.500000000000007 12.500000000000002 30.500000000000004 8 35.850000000000009 9 1.5000000000000002 10 12.500000000000002 11 59.500000000000007 19.500000000000004 4.5000000000000009 40.500000000000007 6.5000000000000009
decision_type=9 9 9 8 8 9 9 9 10 10 10 10 9 9 10 8 8 8 9 10 9 10 9 10 9 8 10 10 8 10
left_child=2 4 17 5 -2 -3 7 8 9 -4 11 -9 16 14 -6 -16 -7 -1 24 22 21 -21 -20 -24 28 26 27 -26 -14 -23
right_child=1 3 6 -5 13 12 -8 10 -10 -11 -12 -13 18 -15 15 -17 -18 -19 19 20 -22 29 23 -25 25 -27 -28 -29 -30 -31
leaf_value=4.2024416544279574e-05 8.5150086308800611e-05 3.9904077185255464e-05 1.4982150160633978e-05 -4.6793082709370993e-05 0.0011027620379158165 1.5800058441612919e-05 -5.9486893155131783e-05 -1.974484033095081e-05 -0.00073022790546566801 -9.3927071134274344e-05 0.00016035090533620178 2.2880356191166129e-05 -0.00015687846690379815 1.2967317056862271e-05 9.6142478678693527e-05 -0.0004254235719454158 -2.6893414801776316e-05 -4.6901242494357125e-06 -3.3397265235848298e-05 0.00028498658830326205 1.0900425114002132e-05 -0.0012367872432551509 0.0023406930882179113 2.3521585111581091e-05 -0.00016486867019505525 3.7273115523071002e-05 -6.9721891836280748e-05 2.1925542550071955e-05 -0.00053612463310528827 -0.00010351824175643287
leaf_weight=110 40 105 51 27 32 31 214 148 49 38 91 43 70 243 62 26 87 115 101 34 533 35 50 144 34 78 75 72 30 161
leaf_count=110 40 105 51 27 32 31 214 148 49 38 91 43 70 243 62 26 87 115 101 34 533 35 50 144 34 78 75 72 30 161
internal_value=-6.14334e-05 0.000711197 -0.00190805 -3.57569e-05 0.00371981 9.75015e-05 -0.00297674 -0.00176334 -0.00456376 -0.00111111 -0.000273038 -0.00197917 -0.000168176 0.00313187 0.00580153 0.00359551 -0.00341085 0.00110169 0.00012605 0.000673527 -2.6178e-05 -0.0026556 0.0025 0.00429268 -0.00145946 -0.000222222 -0.00208791 0.000373832 -0.00432432 -0.00406091
internal_weight=2929 2070 859 1667 403 1640 634 420 138 89 282 191 1535 363 120 88 118 225 1417 1058 763 230 295 194 359 259 181 106 100 196
internal_count=2929 2070 859 1667 403 1640 634 420 138 89 282 191 1535 363 120 88 118 225 1417 1058 763 230 295 194 359 259 181 106 100 196
cat_boundaries=0 14 44 45 62 63 65 92 94 95 97 98 99
cat_threshold=16387 268435601 33562624 526336 65536 8256 33554432 537001984 33619968 1072 8224 0 67108864 268435456 0 12 4 0 2147483648 0 0 0 0 32768 0 4 8192 1049088 0 4096 0 0 0 10240 0 0 4194304 0 0 0 64 0 524288 4096 16861216 268435456 0 1048576 512 0 0 0 8192 0 0 0 256 16 0 0 0 1073741824 36 1049856 32 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 256 0 0 0 0 0 4 98336 32 1131552 16787712 32 67272770 258
is_linear=0
shrinkage=0.04


Tree=601
num_leaves=31
num_cat=12
split_feature=7 3 12 7 8 9 12 3 7 12 2 2 2 2 2 1 2 10 8 12 2 2 7 2 2 2 2 1 2 2
split_gain=2.78334 2.11676 1.98132 1.86653 1.86066 1.75251 1.47355 1.21124 1.17281 1.15071 1.52002 1.3267 1.0842 1.0391 0.991677 0.94407 0.88558 0.850572 1.14486 1.41393 1.39214 1.12566 0.865081 0.798027 0.735762 0.91745 0.907195 1.32286 0.68051 0.677874
threshold=0 2013.5000000000002 1 2 3 4 5 2023.5000000000002 6 7 13.500000000000002 13.500000000000002 3.5000000000000004 37.500000000000007 18.500000000000004 4.5000000000000009 16.500000000000004 8 9 10 2.5000000000000004 16.500000000000004 11 79.500000000000014 29.500000000000004 14.500000000000002 57.500000000000007 5.5000000000000009 92.500000000000014 8.5000000000000018
decision_type=9 8 9 9 9 9 9 8 9 9 8 10 10 10 8 8 10 9 9 9 10 10 9 10 10 10 10 10 10 8
left_child=1 -1 12 6 -5 9 16 -4 -7 11 -11 29 -3 -13 -12 -10 -2 18 21 28 -21 -17 24 -24 25 -22 27 -26 -20 -6
right_child=3 2 7 4 5 8 -8 -9 15 10 14 13 -14 -15 -16 17 -18 -19 19 20 22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00034164749025109134 0.0010053103531713959 0.0029821886004240384 0.00026712541454894991 -7.9503253820476519e-05 -1.0909555491878109e-07 2.3961806329211299e-05 1.3391280529617688e-06 -0.00013520260604543921 4.663963864267373e-05 1.1218264783821042e-05 0.00038054103682370058 -0.00052713755826928833 1.8104130371199291e-06 -7.304886887276041e-06 4.7902457450703649e-05 8.5545309418542107e-05 6.5048178178095384e-05 2.8781301407576623e-05 -3.7481505960101916e-05 9.4070266895300849e-05 -7.6826384525574562e-06 -6.9488000949746723e-06 -1.4802490925447387e-05 -0.00021387990536055667 -0.00016148164315552549 2.8053206471518878e-05 6.1250486935193753e-06 5.1665324005867323e-06 7.7557613348488982e-06 0.00011732573308400163
leaf_weight=51 29 25 28 118 33 100 103 251 108 157 40 27 87 30 173 112 76 129 549 60 32 108 171 49 39 54 63 28 83 27
leaf_count=51 29 25 28 118 33 100 103 251 108 157 40 27 87 30 173 112 76 129 549 60 32 108 171 49 39 54 63 28 83 27
internal_value=0.000149609 -0.00273731 -0.00178571 0.000669589 0.000330291 0.000604672 0.00420091 -0.00351724 -1.17925e-05 0.00269076 0.00377953 -0.00078125 0.00260163 -0.00517241 0.00607477 -0.000288221 0.00741379 -0.000554804 -0.000853569 -0.00136962 0.000236686 0.0017316 -0.000549199 -0.00225108 0.00123348 0.00413793 -0.000610687 -0.00382353 -0.00261275 0.00327869
internal_weight=2940 442 391 2498 2290 2172 208 279 1685 487 370 117 112 57 213 1585 105 1477 1348 1128 496 220 436 220 216 86 130 67 632 60
internal_count=2940 442 391 2498 2290 2172 208 279 1685 487 370 117 112 57 213 1585 105 1477 1348 1128 496 220 436 220 216 86 130 67 632 60
cat_boundaries=0 16 17 35 65 67 69 87 88 89 115 117 126
cat_threshold=16385 49 33554432 2048 2 8256 33554432 536870912 65536 134217728 32 128 144 0 0 32 67202048 0 0 603979776 2097664 524288 2 0 268443648 0 0 0 256 0 0 67108864 0 128 128 16 4 4 0 0 0 0 0 0 0 0 33554432 0 0 0 0 0 0 0 0 0 0 0 0 0 1073741824 0 0 128 8192 0 16436 83970 32 131074 128 1073750016 0 0 0 0 0 0 16 0 0 0 0 0 0 0 256 83952704 272 268435456 2048 0 0 0 0 262144 0 0 0 0 2048 2048 0 0 4096 0 0 4096 0 0 0 4194304 0 0 49152 59490 2 0 0 0 0 0 0 131072 131072 2048
is_linear=0
shrinkage=0.04


Tree=602
num_leaves=31
num_cat=10
split_feature=7 0 12 1 2 3 8 12 2 9 18 7 2 2 13 2 0 7 0 11 3 0 2 2 0 2 2 0 0 1
split_gain=2.59645 1.53207 1.50698 1.60432 1.48845 1.19263 1.23362 1.29329 1.87692 1.92407 1.87107 1.12361 1.11828 1.08392 0.958975 0.924113 0.930894 0.869993 0.841055 0.992049 1.20168 0.913254 0.979952 1.23177 0.802123 0.88644 0.769061 0.766015 0.762236 0.695971
threshold=0 51.32500000000001 1 1.5000000000000002 22.500000000000004 1989.5000000000002 2 3 572.00000000000011 4 5 6 6.5000000000000009 75.500000000000014 7 100.50000000000001 39.07500000000001 8 32.500000000000007 9 2018.5000000000002 37.250000000000007 56.500000000000007 23.500000000000004 16.750000000000004 37.500000000000007 24.500000000000004 33.175000000000004 42.710000000000008 4.5000000000000009
decision_type=9 10 9 10 10 8 9 9 10 9 9 9 8 10 9 8 10 9 8 9 8 8 10 8 10 8 10 10 8 10
left_child=2 5 14 -4 -3 -2 12 8 9 -8 -11 13 -7 -9 17 26 -17 -1 29 -20 -21 -22 23 -23 -16 -26 27 -5 -12 -13
right_child=1 4 3 15 -6 6 7 11 -10 10 28 18 -14 -15 24 16 -18 -19 19 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.0405562342299391e-05 0.0006111097624462758 -0.00010598731399586115 7.5927698692694894e-05 -4.2256202170420922e-06 -1.2242123010963723e-06 -2.0234191246260026e-05 1.0704579082627674e-05 0.00034389603000335001 -0.00049300034203056951 -0.00056247032314693968 -0.00011642387674001497 0.0014736932788972723 4.0666443963672805e-05 -5.2776474759888003e-05 -9.0888336044692156e-05 -5.1362655456586028e-05 6.5249709298988994e-05 -4.2139369461224876e-05 -4.5345550088171649e-06 -0.00092455039219387916 3.3390269200701543e-05 -6.8203233332972963e-05 1.0668253367640547e-05 -0.00055775332652547866 2.6849450915875649e-05 1.1233483257555576e-06 2.4186784932780369e-05 1.3103270908843001e-05 3.228028856327114e-05 5.2900979909509259e-07
leaf_weight=105 31 28 27 111 27 34 101 73 26 47 281 34 177 38 32 29 40 186 515 37 58 90 51 62 69 84 309 118 25 91
leaf_count=105 31 28 27 111 27 34 101 73 26 47 281 34 177 38 32 29 40 186 515 37 58 90 51 62 69 84 309 118 25 91
internal_value=-5.44774e-05 -0.000979858 0.00146298 0.00272868 -0.0075 -0.000778781 -0.000919012 -0.00131169 -0.00301426 -0.00246154 -0.00379121 -0.000509434 0.00189189 0.00311475 -0.000246407 0.00233553 -0.002 -0.00165563 -0.000969442 -0.00144963 -0.00323625 -0.00236641 -0.00362745 -0.00522876 0.00193878 0.00324675 0.00289425 0.00113043 -0.00273616 0.00206349
internal_weight=2936 1826 1110 634 55 1771 1740 1529 480 454 353 1049 211 111 476 607 69 291 938 813 298 261 203 152 185 153 538 229 306 125
internal_count=2936 1826 1110 634 55 1771 1740 1529 480 454 353 1049 211 111 476 607 69 291 938 813 298 261 203 152 185 153 538 229 306 125
cat_boundaries=0 17 18 47 49 51 52 69 70 79 81
cat_threshold=16384 0 67117056 270848 32 134217794 131072 139264 33622016 134217728 0 320 128 0 0 0 1073745920 68339714 16 2048 4 0 65536 0 0 0 0 0 0 133120 0 0 0 0 0 0 4096 0 128 0 4194304 8 0 16384 0 0 524288 1115200 32 0 12304 4 0 129 0 0 2 0 0 0 0 0 0 128 0 0 0 0 16 10 0 0 67108864 0 0 0 0 131072 33554432 16388 512
is_linear=0
shrinkage=0.04


Tree=603
num_leaves=31
num_cat=11
split_feature=7 11 12 9 8 15 12 3 12 0 3 5 4 12 1 4 4 4 3 4 0 12 0 4 12 3 0 0 1 4
split_gain=2.52898 1.7889 1.62468 1.35198 1.33781 0.865233 2.80044 2.08828 1.68556 1.08097 1.0884 0.786872 0.759076 0.893974 0.818809 0.756358 0.666792 1.12077 0.560523 0.607355 0.526414 0.494389 0.772192 0.525121 0.489256 0.611109 0.466291 0.825995 0.452692 0.428707
threshold=0 1 2 3 4 5 6 2017.5000000000002 7 35.850000000000009 2013.5000000000002 1.5000000000000002 4683340000.000001 8 1.0000000180025095e-35 680725000.00000012 1300.0000000000002 16000.000000000002 2015.5000000000002 390.00000000000006 18.500000000000004 9 32.500000000000007 850.00000000000011 10 2012.5000000000002 43.175000000000004 33.175000000000004 5.5000000000000009 215.00000000000003
decision_type=9 9 9 9 9 9 9 10 9 10 8 10 10 9 10 10 8 8 10 8 10 9 10 10 9 8 8 10 10 10
left_child=3 2 -2 12 21 6 7 9 -7 20 -11 28 13 -1 -15 -5 -10 -18 19 -8 -6 23 -23 -3 25 -21 27 -19 29 -4
right_child=1 4 11 15 5 8 18 -9 16 10 -12 -13 -14 14 -16 -17 17 26 -20 24 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.3598547005221348e-05 -3.2065669515191074e-07 1.1941171308791354e-05 4.1243088032558719e-05 -0.00056775962997669184 -5.5424071982201893e-06 1.2226507080193017e-05 0.00027049037770929377 -0.00020010341489744122 -0.00040091571860457976 -4.2872456191673791e-05 0.00019488770049999715 -1.2878752012213114e-05 -2.7088435020274915e-05 0.00035368326031814945 -5.0386043234595948e-07 2.0595992361194248e-05 0.00030231634397672737 -6.8249753965758943e-05 0.00010875562863454036 6.1200267230958618e-05 -0.00030720369649138489 5.9534088516279839e-05 7.885898440704864e-06 -8.156419597987963e-05 3.9362520714405493e-05 -7.5441091058792158e-06 -8.7583223979663678e-05 -4.5304887485997369e-07 0.00032944782426241659 1.1694811476772315e-05
leaf_weight=106 145 132 131 149 131 130 27 55 44 105 180 27 38 46 172 27 26 165 51 27 41 26 153 28 292 111 79 208 32 25
leaf_count=106 145 132 131 149 131 130 27 55 44 105 180 27 38 46 172 27 26 165 51 27 41 26 153 28 292 111 79 208 32 25
internal_value=0.000116838 0.000680101 0.0032345 -0.00233151 0.000207715 -0.000261438 0.000465567 -0.00160612 -0.00138763 -0.000742358 0.000769231 0.00539823 -0.000857909 -0.000246154 0.00122271 -0.00513369 -0.0024015 -0.00200418 0.00254335 0.00213974 -0.00323699 0.00245714 0.00389474 0.000701754 0.00176334 -0.000268456 -0.00247241 -0.00187166 0.00656085 0.0056051
internal_weight=2909 2371 360 538 2011 1672 1020 512 652 457 285 215 362 324 218 176 522 478 508 457 172 339 179 160 430 138 452 373 188 156
internal_count=2909 2371 360 538 2011 1672 1020 512 652 457 285 215 362 324 218 176 522 478 508 457 172 339 179 160 430 138 452 373 188 156
cat_boundaries=0 17 20 21 23 50 51 52 53 54 56 58
cat_threshold=131073 48 1048576 2623492 2 8256 0 805306368 0 671088640 40960 128 8388624 268435456 0 32 4224 16384 2147492896 524288 188418 0 14464 268435456 8 0 0 2147483648 1 262144 2147483648 1 0 0 0 2048 512 0 0 0 0 33558528 0 0 0 0 0 0 16384 64 69730304 85132322 68224000 67182912 134146 32 49152 2
is_linear=0
shrinkage=0.04


Tree=604
num_leaves=31
num_cat=11
split_feature=8 2 2 0 8 12 3 2 6 9 9 2 12 2 2 13 1 2 12 0 0 12 2 3 18 2 2 2 2 2
split_gain=2.27505 1.92622 1.47074 0.968277 0.931936 0.913299 1.5983 1.01609 0.848472 1.93964 1.42639 1.43646 1.31601 1.30893 1.18029 1.42561 2.20671 1.35573 1.12281 1.03967 0.982313 0.981777 1.04982 0.971722 1.0966 0.826123 0.783209 0.662935 0.657049 0.634441
threshold=0 60.500000000000007 17.500000000000004 33.175000000000004 1 2 1997.5000000000002 16.500000000000004 3 4 5 10.500000000000002 6 17.500000000000004 30.500000000000004 7 4.5000000000000009 65.500000000000014 8 47.750000000000007 16.750000000000004 9 17.500000000000004 1997.5000000000002 10 24.500000000000004 295.00000000000006 65.500000000000014 71.500000000000014 94.500000000000014
decision_type=9 8 10 10 9 9 10 10 9 9 9 10 9 10 8 9 10 10 9 10 10 9 10 10 9 10 8 10 10 10
left_child=1 2 -1 -3 -2 6 26 -8 10 13 11 -7 19 -10 21 18 17 -17 20 29 -16 -11 -23 24 -14 -24 -6 -18 -22 -12
right_child=4 3 -4 -5 5 8 7 -9 9 14 12 -13 23 -15 15 16 27 -19 -20 -21 28 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.2952166338706661e-05 -5.8078421197151899e-05 4.0790697481867253e-05 0.00015657416574093474 -0.00017959930683812076 -4.1896991286947126e-05 1.4685081662300092e-05 0.0010936532079581696 -2.7929857655557555e-05 -0.00016518640484264324 2.8977217579608807e-05 -6.6480454049084871e-05 -0.00078722064656027162 8.416914405700027e-05 -1.4103363517179446e-05 -7.9065852361992493e-06 -0.00054668661840345583 5.7641979316684915e-05 3.3924938160723175e-05 -2.6932430452433211e-05 0.00015562053711036584 7.5284211519033307e-07 -1.4310379747399792e-05 3.5437400502118523e-05 0.0031946202891651155 1.6287274605133461e-05 -2.0782458079864343e-05 5.1948044866847452e-05 0.00028333888906981744 0.00023332851330202687 0.0011661948403192213
leaf_weight=191 229 34 66 54 226 48 32 40 76 480 163 75 49 50 49 55 49 35 339 32 36 177 50 28 102 35 30 36 27 25
leaf_count=191 229 34 66 54 226 48 32 40 76 480 163 75 49 50 49 55 49 35 339 32 36 177 50 28 102 35 30 36 27 25
internal_value=0.00020555 0.00320225 0.00503876 -0.00179775 -0.000208978 3.39703e-05 -0.00188791 0.00328767 0.000355205 -0.00013289 0.00172608 -0.0019403 0.00287805 -0.00467153 0.000319072 -0.000956938 0.00204301 -0.0021978 -0.00212121 0.000692641 0.00130081 0.00139973 -0.000586081 0.00536842 0.00434211 0.00302326 -0.00342412 0.00674419 0.0046875 -0.00042328
internal_weight=2918 345 257 88 2573 2344 328 72 2016 1494 522 123 399 126 1368 626 175 90 451 220 112 742 262 179 151 85 256 85 63 188
internal_count=2918 345 257 88 2573 2344 328 72 2016 1494 522 123 399 126 1368 626 175 90 451 220 112 742 262 179 151 85 256 85 63 188
cat_boundaries=0 30 60 61 62 64 66 67 68 69 71 72
cat_threshold=16 0 0 0 2147549184 0 0 0 1 32768 0 131076 0 0 0 0 0 0 33554432 10240 0 0 4194304 0 0 0 4 0 524288 4096 0 0 0 0 0 1 0 2147483648 0 0 0 0 2048 0 0 4096 0 0 0 0 2147483648 0 0 0 0 1073774592 0 0 0 8192 84017184 130 0 8196 0 20640 32834 6 66816 1116226 32 4
is_linear=0
shrinkage=0.04


Tree=605
num_leaves=31
num_cat=9
split_feature=5 0 12 4 0 0 9 4 17 0 3 12 3 9 3 0 3 9 3 1 3 4 0 4 1 13 12 6 0 1
split_gain=1.65822 1.79311 0.910169 1.1651 1.1317 1.422 1.01723 1.623 1.13477 1.43192 0.889148 0.864187 0.77082 0.767568 1.14953 0.745808 1.4507 0.713756 1.58489 1.05472 0.86667 0.641004 0.632819 0.622363 0.565099 0.484526 1.65824 0.580044 0.741108 0.676044
threshold=4.5000000000000009 54.500000000000007 0 20282.500000000004 39.07500000000001 32.500000000000007 1 5081865000.000001 2 37.750000000000007 1997.5000000000002 3 2005.5000000000002 4 2021.5000000000002 36.400000000000006 2011.5000000000002 5 2003.5000000000002 5.5000000000000009 1997.5000000000002 2772799500.0000005 40.675000000000004 1104.0000000000002 2.5000000000000004 6 7 8 15.500000000000002 6.5000000000000009
decision_type=10 10 9 10 8 10 9 8 9 10 8 9 10 9 8 8 8 9 8 8 10 10 10 8 10 9 9 9 8 8
left_child=1 2 3 4 5 23 8 -8 9 -4 -6 -9 17 25 -15 -13 -17 20 -19 22 -12 -5 -20 -1 -7 26 -10 -27 -29 -30
right_child=-2 -3 6 21 10 24 7 11 13 -11 12 15 -14 14 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=4.6300714367433216e-05 6.0387750756234486e-05 -4.1061167751017537e-05 3.1659313623109141e-05 -0.00071754364826340125 -0.00011799270954448105 -1.4030059498146842e-05 0.00012839554633490736 -5.0636308612226344e-05 4.3309362881416288e-06 9.8935993509741141e-06 0.00063659654970749102 0.0011675225441104688 -2.9398463937475583e-05 0.00078302139521142073 -0.00015861656884734289 0.0014776167144718499 -3.5857979010955889e-06 0.0001878723724386333 8.8322256033279703e-08 4.7334754015579958e-05 -2.1191544337462177e-05 -5.328651382164651e-05 -3.078167107972263e-05 -8.441800053944348e-06 -0.00019010055749877353 3.8117268900919043e-05 -1.6668269289219494e-05 9.5549017952123457e-06 -3.2867318840104074e-05 0.00013450427446127123
leaf_weight=25 41 46 55 31 51 30 50 109 103 259 91 41 136 31 174 34 113 26 245 73 26 71 48 348 70 145 116 154 158 36
leaf_count=25 41 46 55 31 51 30 50 109 103 259 91 41 136 31 174 34 113 26 245 73 26 71 48 348 70 145 116 154 158 36
internal_value=0.00020429 8.9779e-05 0.000217544 -0.000577223 -0.000222222 -0.00172996 0.000855884 0.00273743 0.000305958 0.00233846 0.000803443 0.00167785 0.00120743 -0.000409483 -0.0025 0.00321608 0.00202703 0.00192157 0.000992556 0.000326975 0.00453125 -0.00466019 -0.000748299 -0.000588235 -0.00594059 0.0002213 -0.00130435 0.000912698 0 -0.00164103
internal_weight=2936 2895 2849 1271 1169 473 1578 347 1231 314 696 297 645 917 205 188 147 509 392 366 117 102 293 373 100 712 219 493 348 194
internal_count=2936 2895 2849 1271 1169 473 1578 347 1231 314 696 297 645 917 205 188 147 509 392 366 117 102 293 373 100 712 219 493 348 194
cat_boundaries=0 2 4 5 7 9 11 12 13 14
cat_threshold=67264514 32 1073742080 30720 11 16843808 2 0 2048 0 16560 4 67872 452
is_linear=0
shrinkage=0.04


Tree=606
num_leaves=31
num_cat=14
split_feature=7 8 7 4 17 0 15 0 14 12 7 2 2 7 2 2 0 12 2 0 12 2 8 2 2 2 2 11 11 2
split_gain=2.72178 1.62815 1.72693 1.09207 0.939007 0.836997 0.804566 0.722197 0.804894 0.877435 1.34004 0.81814 1.00471 0.723984 0.878232 1.14796 1.12652 0.980915 0.864604 0.801523 0.754206 1.13113 0.723424 1.66274 0.677521 0.660515 0.617593 0.596833 1.27909 2.47097
threshold=0 1 2 152.50000000000003 3 43.675000000000004 4 6.5000000000000009 5 6 7 81.500000000000014 51.500000000000007 8 12.500000000000002 8.5000000000000018 39.07500000000001 9 37.500000000000007 39.07500000000001 10 65.500000000000014 11 46.500000000000007 80.500000000000014 68.500000000000014 29.500000000000004 12 13 104.50000000000001
decision_type=9 9 9 10 9 10 9 10 9 9 9 10 10 9 10 8 10 9 10 10 9 8 9 8 10 8 10 9 9 8
left_child=3 -2 5 4 -1 -3 -4 -8 24 13 11 12 -11 20 15 19 -17 -16 -19 -15 21 26 23 -12 -9 -22 -10 -24 -29 -30
right_child=1 2 6 -5 -6 -7 7 8 9 10 22 -13 -14 14 17 16 -18 18 -20 -21 25 -23 27 -25 -26 -27 -28 28 29 -31
leaf_value=-1.6792470386235437e-05 3.6587276993458315e-05 -8.8348970014635593e-05 0.00016099600732825793 2.4756873621072373e-05 2.7866182240074977e-05 -0.00026717358447442052 -0.00032919739598625598 6.5158813674770507e-05 9.2927528451980373e-06 8.5605569091740103e-06 3.5367380374644599e-05 0.00019146314272738607 -1.6960881323200285e-05 0.000149325770747879 1.6150639966099333e-05 -0.00040972144292140912 -7.4811970520727301e-08 0.00048582205145617511 1.6627169786396224e-05 9.2183188651162591e-06 -8.3762425993683107e-06 0.00018356324060860629 -1.4429328356158067e-07 -5.2277314640392091e-05 -5.3251395331344045e-05 -0.00011573388720243828 -0.00011629230589903728 -1.8950702420461595e-05 -0.00089602762388324214 -9.4068527415558375e-06
leaf_weight=105 105 179 110 80 171 26 27 91 65 211 56 25 31 25 145 29 55 64 80 116 95 33 214 45 27 31 35 466 115 80
leaf_count=105 105 179 110 80 171 26 27 91 65 211 56 25 31 25 145 29 55 64 80 116 95 33 214 45 27 31 35 466 115 80
internal_value=0.000483322 2.31481e-05 -0.000193004 0.00370572 0.00259928 -0.00361111 0.000131464 -4.60405e-05 3.74707e-05 -0.000157869 -0.000813397 0.00165468 0.000987654 0.000892857 0.00175238 -8.84956e-05 -0.00376471 0.00324138 0.00541935 0.00211268 -0.000814815 0.00125 -0.00149949 0.00160714 0.00310078 -0.00291971 -0.000792079 -0.00187359 -0.00247024 -0.00514563
internal_weight=2937 2581 2476 356 276 205 2271 2161 2134 2016 1243 267 242 773 514 225 84 289 144 141 259 133 976 101 118 126 100 875 661 195
internal_count=2937 2581 2476 356 276 205 2271 2161 2134 2016 1243 267 242 773 514 225 84 289 144 141 259 133 976 101 118 126 100 875 661 195
cat_boundaries=0 18 42 59 60 61 62 64 78 90 92 94 121 123 124
cat_threshold=16384 128 1073741824 532992 2 2 0 8192 0 16 0 64 144 0 67108864 0 1073745920 384 1073741824 2048 0 0 3221225472 0 0 0 1 32768 0 0 0 0 0 0 0 0 0 2048 0 0 0 8 268435457 268435472 536879104 0 0 64 0 536870912 0 0 8224 0 0 0 0 32 16 42 2621440 145 52288 32 2 0 0 2052 0 0 131072 0 33554432 134217728 0 384 0 268435456 0 0 0 4 0 0 131072 131072 2048 0 0 128 32768 32 33792 32 16 4 0 0 0 1 0 2147483648 0 0 0 0 0 512 0 4096 0 0 0 0 0 0 4194304 0 0 0 64 32 1536 4
is_linear=0
shrinkage=0.04


Tree=607
num_leaves=31
num_cat=9
split_feature=8 7 9 3 7 9 3 2 0 2 2 1 2 5 0 3 17 1 2 13 3 3 6 13 2 1 0 5 0 0
split_gain=2.47298 1.77113 1.51389 1.43306 1.32 1.3032 0.957711 0.875649 0.840785 0.834022 0.741723 0.723454 0.761657 0.684776 0.561063 0.548797 0.548266 0.836691 0.662397 0.540354 0.507962 0.998405 0.53196 1.56291 0.707274 0.741674 0.609784 0.484896 0.98261 0.653589
threshold=0 1 2 2016.5000000000002 3 4 2012.5000000000002 90.500000000000014 18.500000000000004 9.5000000000000018 3.5000000000000004 5.5000000000000009 22.500000000000004 1.0000000180025095e-35 39.07500000000001 1999.5000000000002 5 5.5000000000000009 4128.5000000000009 6 2003.5000000000002 2000.5000000000002 7 8 33.500000000000007 2.5000000000000004 40.675000000000004 9.0000000000000018 33.175000000000004 40.250000000000007
decision_type=9 9 9 10 9 9 10 8 10 8 10 8 10 10 8 10 9 10 8 9 8 10 9 9 10 10 10 8 10 10
left_child=5 3 9 15 11 8 20 13 -1 -3 -10 12 -4 -7 -8 16 -2 18 19 -18 21 -6 24 26 -22 -26 -24 -12 -29 -30
right_child=1 2 4 -5 6 7 14 -9 10 -11 27 -13 -14 -15 -16 -17 17 -19 -20 -21 22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.00014119524591148293 -0.00013847655621972876 -0.0002374677469644837 -9.2396220523767176e-05 0.00047120638133840486 3.1362761773223727e-05 4.2054387592500576e-05 -0.00010097251087501035 -1.0459978927457314e-07 -6.0264780405887568e-05 -0.00012305862893398966 2.4001537385061058e-05 0.0007991791952294136 9.0676207222131216e-05 1.6043091688757727e-05 -3.1528839693919506e-05 -4.8843665421429709e-05 -1.7301804270175582e-06 4.3802660194032226e-05 6.4887428428050947e-05 -4.3318060014811975e-05 1.6452090901886151e-05 0.00078855098455086646 -0.00015183496457410684 1.3322693546626852e-05 0.001010398873793399 -7.7014454385704313e-06 -7.2719820294402384e-05 -7.0140825000422066e-05 1.1332156702081875e-06 6.5345433853067898e-05
leaf_weight=30 109 31 31 27 71 71 42 28 32 123 101 39 31 42 119 44 127 44 27 140 662 28 173 133 26 357 34 25 161 28
leaf_count=30 109 31 31 27 71 71 42 28 32 123 101 39 31 42 119 44 127 44 27 140 662 28 173 133 26 357 34 25 161 28
internal_value=0.000245148 -0.000296418 0.000272109 -0.00234405 0.000614684 0.00272212 0.000326087 0.00592105 0.00139175 -0.00339394 0.000862069 0.00482143 0.00253968 0.00789474 -0.00259259 -0.00288618 -0.00245536 -0.00148997 -0.00230508 -0.00291045 0.000646465 0.0034 0.00044733 -0.000911681 0.000890152 -0.00046875 -0.00302752 0.0014557 0.000372093 0.00136842
internal_weight=2936 2418 1900 518 1746 518 1645 141 377 154 347 101 62 113 161 491 447 338 294 267 1484 99 1385 340 1045 383 207 315 214 189
internal_count=2936 2418 1900 518 1746 518 1645 141 377 154 347 101 62 113 161 491 447 338 294 267 1484 99 1385 340 1045 383 207 315 214 189
cat_boundaries=0 27 44 46 60 62 63 64 65 66
cat_threshold=16 8 0 0 2147483648 0 262144 0 1 0 0 2052 0 1049600 0 0 0 0 0 10240 256 0 0 8 0 16384 64 0 145 536870912 0 0 64 0 805306368 67584 134217728 8224 128 16 0 0 0 4112 256 8320 268435456 0 0 0 32 134217728 0 0 33554432 0 0 256 128 268435456 0 6176 38 12 142 10
is_linear=0
shrinkage=0.04


Tree=608
num_leaves=31
num_cat=9
split_feature=7 7 2 11 8 2 6 6 12 2 2 2 2 2 2 2 0 1 2 2 2 3 2 2 3 12 2 12 0 2
split_gain=2.92882 2.04786 1.66938 1.48895 1.94386 1.29579 1.06244 0.964593 1.43064 1.08809 1.30042 0.857361 1.02916 0.812315 0.977347 0.802263 0.75945 0.705306 0.675277 1.13481 0.883912 0.67208 0.654203 1.65892 0.855967 0.673262 0.583323 0.541384 1.00338 0.692842
threshold=0 1 67.500000000000014 2 3 100.50000000000001 4 5 6 220.50000000000003 19.500000000000004 11.500000000000002 20.500000000000004 8.5000000000000018 35.500000000000007 38.500000000000007 10.500000000000002 5.5000000000000009 151.50000000000003 301.00000000000006 1025.0000000000002 2020.5000000000002 10.500000000000002 21.500000000000004 2008.5000000000002 7 74.500000000000014 8 39.07500000000001 69.500000000000014
decision_type=9 9 8 9 9 8 9 9 9 10 10 10 10 10 10 10 8 8 8 8 8 8 8 10 10 9 10 9 8 10
left_child=2 26 6 -3 13 -4 11 9 22 10 21 17 -13 -5 -15 -12 -10 -1 -7 -20 -21 -6 -9 -24 25 -25 -2 29 -29 -18
right_child=1 3 5 4 7 18 -8 8 16 -11 15 12 -14 14 -16 -17 27 -19 19 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=4.1050098430162053e-05 -2.9021315129469373e-05 1.8555920899743229e-05 -6.798239144437446e-05 -0.00098698022313350011 1.6247837381584418e-05 0.00019210321402084673 5.4201658323904669e-06 -4.8408100493091409e-05 -0.0002303261887474406 0.00023423008128709455 -0.00013140522416978939 -1.3822419797406837e-05 5.2718434902025992e-05 9.6181288198948775e-06 -0.0002433909689954561 -3.076115015158365e-05 1.9167656457028671e-05 3.2650571586749775e-05 -8.286126459715604e-05 6.518936414977361e-05 -1.1576810884186274e-05 -2.9146815467342437e-05 2.3783104985568571e-05 -6.321960327149157e-06 2.4334831606402929e-05 -0.00011133255584553582 -0.0001549908617873186 -2.9020208669550131e-06 6.1899746430995611e-05 0.00033941014008483707
leaf_weight=51 155 234 40 42 49 30 161 171 63 28 86 56 78 35 47 96 128 26 26 27 68 183 152 128 28 105 60 240 293 25
leaf_count=51 155 234 40 42 49 30 161 171 63 28 86 56 78 35 47 96 128 26 26 27 68 183 152 128 28 105 60 240 293 25
internal_value=-8.92857e-05 -0.000712166 0.00247387 -0.000326493 -0.000701571 -0.000520833 0.00407507 -0.000347144 0.000193452 -0.0019426 -0.00250602 0.00585586 0.00414815 -0.00533333 -0.00337349 -0.00502732 0.00134211 0.00948718 0.00118421 -0.000163934 0.001875 -0.000515021 -0.00127731 -0.000434783 -0.00236641 -0.00316239 -0.00433628 0.00174672 0.00106618 0.00378049
internal_weight=2911 2348 563 2133 1899 191 372 1775 1333 442 414 211 134 124 82 182 749 77 151 121 95 232 584 413 261 233 215 686 533 153
internal_count=2911 2348 563 2133 1899 191 372 1775 1333 442 414 211 134 124 82 182 749 77 151 121 95 232 584 413 261 233 215 686 533 153
cat_boundaries=0 17 34 37 64 65 66 67 68 70
cat_threshold=2 144 8192 2630148 32 134217730 0 8192 2048 48 0 0 16 0 0 32 1073745920 0 0 570425344 0 0 8192 0 0 0 134217728 40992 192 8388736 0 0 0 144 32768 2148598272 524288 16 0 0 0 2147483648 0 0 0 0 0 0 0 0 512 0 4096 0 0 0 0 0 0 4194304 0 0 0 64 400 384 68201568 9312 16640 2
is_linear=0
shrinkage=0.04


Tree=609
num_leaves=31
num_cat=11
split_feature=7 7 12 11 3 1 3 0 0 9 0 7 3 12 4 4 0 12 9 18 0 12 4 0 0 3 4 0 3 0
split_gain=2.84614 1.56848 1.87517 1.00755 1.26949 2.13438 1.10077 1.08147 2.04673 0.954573 1.04263 1.19598 0.931827 1.17949 1.35022 0.9272 0.82242 0.750355 0.827779 0.776159 0.716226 0.695 0.690754 0.621575 1.26588 0.498569 0.755312 0.426352 0.423876 0.359958
threshold=0 1 2 3 2008.5000000000002 5.5000000000000009 2003.5000000000002 18.500000000000004 33.175000000000004 4 18.500000000000004 5 1999.5000000000002 6 133.00000000000003 21354125000.000004 24.500000000000004 7 8 9 42.710000000000008 10 7049.5000000000009 29.500000000000004 24.500000000000004 1997.5000000000002 625.00000000000011 35.600000000000009 2018.5000000000002 42.960000000000008
decision_type=9 9 9 9 10 10 10 10 10 9 10 9 10 9 10 10 10 9 9 9 10 9 10 10 10 10 10 10 10 10
left_child=25 2 -2 4 6 16 9 -5 23 -3 11 21 13 27 29 17 -6 -10 19 20 -19 -11 -20 24 -9 26 -1 -12 -18 -15
right_child=1 3 -4 7 5 -7 -8 8 15 10 12 -13 -14 14 -16 -17 28 18 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.1476775632388581e-05 5.0219355070879604e-06 -5.3171852830793401e-05 -6.0701958331321749e-05 4.9384216750212315e-05 0.00010557306920173205 0.0025496178372443269 -9.5341473896652925e-05 -8.7146702399323325e-05 -2.5662533065684558e-06 1.1306158307071712e-05 4.0546913755861172e-05 -6.2189193469563975e-05 0.00075931209290462935 -3.4289300595631289e-05 0.0014239133797903846 -8.0765318624145273e-05 1.7508756568958008e-05 -3.1566143259169619e-05 -5.81971767013556e-05 4.3530333336079251e-05 3.7754469396844573e-05 -7.9556122410195948e-06 3.2601782042469555e-05 -7.8182814737601797e-05 4.0848281199288294e-05 6.843149279262662e-05 3.8282736079793265e-05 1.5871807162852748e-05 -4.2077984715902519e-05 3.1987188584565733e-05
leaf_weight=136 103 224 193 75 32 36 67 38 151 104 51 119 32 247 28 26 94 50 101 308 49 203 38 57 27 53 27 172 65 27
leaf_count=136 103 224 193 75 32 36 67 38 151 104 51 119 32 247 28 26 94 50 101 308 49 203 38 57 27 53 27 172 65 27
internal_value=-7.4983e-05 -0.000432551 -0.00312704 -9.04605e-05 -0.000727513 0.00201754 -0.00122353 0.00094522 0.000543735 -0.000943709 -0.000382294 -0.00187354 0.000752688 0.000342205 -0.00127796 0.00135359 0.0003125 0.00163324 0.00229803 0.00320574 0.0002 -0.000440252 -0.0004 -0.00422764 -0.00151515 0.00422907 0.00329268 0.00247863 -0.000875 -0.00218182
internal_weight=2933 2717 296 2421 1501 227 1274 920 845 1207 983 426 557 525 302 723 191 697 546 407 99 307 139 122 65 216 163 223 159 274
internal_count=2933 2717 296 2421 1501 227 1274 920 845 1207 983 426 557 525 302 723 191 697 546 407 99 307 139 122 65 216 163 223 159 274
cat_boundaries=0 15 33 35 37 39 47 49 50 52 53 54
cat_threshold=147456 0 537927680 2368000 0 134217730 0 8192 33554432 0 0 0 0 0 67108864 0 16 0 0 0 64 0 268435456 2048 0 8224 128 8388752 268435456 0 0 1073741824 256 16777504 32 67108900 1048576 0 4100 0 0 0 0 0 0 131072 131072 68214848 32 67158048 0 14356 4 16949504
is_linear=0
shrinkage=0.04


Tree=610
num_leaves=31
num_cat=11
split_feature=8 7 12 0 4 12 8 4 9 18 4 0 12 0 3 3 13 3 5 11 0 3 0 0 0 3 11 3 0 0
split_gain=2.71311 1.91065 1.64199 1.80382 1.58351 1.19326 1.1975 1.78575 1.09981 1.06785 0.892733 0.804999 0.793632 0.920963 0.892381 0.859987 0.707176 0.679406 0.825992 0.614899 0.600536 0.552633 0.737809 0.521768 0.499717 0.480745 0.410674 0.406415 0.367492 0.39905
threshold=0 1 2 18.500000000000004 2867949500.0000005 3 4 2867949500.0000005 5 6 8015305000.000001 42.250000000000007 7 16.750000000000004 2012.5000000000002 1998.5000000000002 8 1996.5000000000002 7.0000000000000009 9 18.500000000000004 2014.5000000000002 32.500000000000007 21.500000000000004 40.250000000000007 1994.5000000000002 10 2009.5000000000002 40.250000000000007 27.250000000000004
decision_type=9 9 9 10 8 9 9 10 9 9 8 10 9 10 8 10 9 10 8 9 10 8 10 10 10 10 9 8 10 10
left_child=11 2 25 -4 19 9 23 12 -5 -6 -10 27 13 -8 15 -15 17 18 -11 -3 -20 -12 -23 -7 -24 28 -16 -1 29 -2
right_child=1 4 3 8 5 6 7 -9 10 16 21 -13 -14 14 26 -17 -18 -19 20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.8477780008688854e-05 -1.7246843254028477e-05 1.0011798004363471e-05 2.7028858207316375e-05 1.3783728683947061e-05 4.08756366697105e-05 -1.6020482071610331e-07 5.4282376747778475e-05 -0.00018645458995539599 -5.3257006256970387e-05 5.1037182528190783e-05 3.5186794112007648e-06 9.8185178742937751e-07 -0.00012142210715296642 1.8528962507993185e-05 -1.3310864986166848e-05 -0.00069201697094641186 3.5084309766233448e-05 8.4729053328516104e-05 3.2086973701339615e-06 2.4970783345352743e-05 -0.00016802978023946479 2.5346222728970247e-05 -0.00014851692240554825 2.4436115170587413e-05 -4.2386992596448181e-05 -6.0541144159991238e-05 2.6434764619551744e-05 0.00011584544200026415 -5.8273879998083093e-05 -1.4206220679540138e-05
leaf_weight=26 97 126 142 100 33 198 35 28 35 27 45 60 309 42 268 73 149 39 56 117 86 27 67 181 49 56 197 130 27 95
leaf_count=26 97 126 142 100 33 198 35 28 35 27 45 60 309 42 268 73 149 39 56 117 86 27 67 181 49 56 197 130 27 95
internal_value=0.000205409 -0.00014733 -0.00186418 -0.000378151 0.000506329 8.13008e-05 -0.000491803 -0.00124611 -0.00203704 0.00199501 -0.00350427 0.00440529 -0.000951351 -9.58466e-05 -0.000481928 -0.00362069 0.00139665 -0.000182648 -0.00129412 0.00352459 -0.00251748 -0.00253968 -0.00375 0.00138462 -0.00512821 -0.00426573 0.000300429 0.00611465 -0.00354545 -0.00290155
internal_weight=2920 2704 740 465 1964 1721 1331 952 323 390 223 216 924 615 580 115 357 208 169 243 142 188 143 379 116 275 465 156 219 192
internal_count=2920 2704 740 465 1964 1721 1331 952 323 390 223 216 924 615 580 115 357 208 169 243 142 188 143 379 116 275 465 156 219 192
cat_boundaries=0 27 44 45 47 76 78 79 80 81 82 83
cat_threshold=16 2048 0 0 0 0 0 0 0 0 0 133120 0 1049600 268435456 0 0 0 4096 8192 0 0 0 8 0 0 64 2 145 1610874880 2048 2 64 0 131072 2048 8208 40992 0 268435472 268435456 0 0 144 17867840 67313664 2 0 0 0 0 65536 0 0 2147483648 0 0 0 0 8192 512 0 0 0 0 0 0 256 0 20971520 0 0 16384 0 0 524288 0 4148 4 1082690 10 4 4
is_linear=0
shrinkage=0.04


Tree=611
num_leaves=31
num_cat=11
split_feature=7 8 11 2 7 12 3 2 2 0 2 4 12 3 12 2 9 2 3 2 2 15 0 6 3 0 2 6 2 4
split_gain=1.80039 1.92341 1.47108 1.55888 1.37342 1.0835 1.39944 1.04105 1.20856 1.1245 1.03721 1.073 1.31105 1.34123 0.86625 0.854356 1.10882 0.933223 0.904377 0.849494 1.54136 0.905471 0.813439 0.776702 0.778568 0.766071 0.732686 1.33778 1.34335 1.08264
threshold=0 1 2 68.500000000000014 3 4 2019.5000000000002 78.500000000000014 321.00000000000006 47.750000000000007 40.500000000000007 2331015000.0000005 5 2004.5000000000002 6 31.500000000000004 7 21.500000000000004 2008.5000000000002 4.5000000000000009 13.500000000000002 8 42.710000000000008 9 1998.5000000000002 40.250000000000007 63.500000000000007 10 442.50000000000006 152.50000000000003
decision_type=9 9 9 8 9 9 10 10 10 8 8 8 9 10 9 8 9 10 10 10 10 9 10 9 10 10 8 9 10 10
left_child=14 2 -2 -4 -3 6 15 9 -9 10 11 -7 13 -13 25 16 17 -6 26 -18 -21 -22 -12 -16 -25 -1 29 28 -28 -17
right_child=1 4 3 -5 5 7 -8 8 -10 -11 22 12 -14 -15 23 18 19 -19 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00031003347177680499 1.1028457674200353e-06 2.3391351441119923e-05 3.9131798368217119e-05 1.6119703398231878e-06 -9.0233569246720441e-05 3.1885124312225346e-05 -0.00015104198110247325 -0.00016031188461916202 0.00054822370496729886 -6.0518779851506111e-05 0.00016128350847672835 1.017044618940588e-05 -3.1073219991881732e-05 0.0010564214048182309 2.4751627530861243e-05 -7.6556970026118163e-05 -2.5173143011478773e-05 0.00014570748330022809 0.0001059634096048967 8.4428178505930874e-05 7.6792518515844674e-06 -0.00011816684006767275 -5.6840240189757194e-05 -1.9100707102879257e-05 -0.00019422168775768968 -1.671092223958226e-06 1.5847249224023586e-05 -0.0002339332859437704 -0.00051595828755363732 0.00013417432642320648
leaf_weight=83 157 120 111 87 117 55 36 97 35 27 159 226 211 32 100 157 120 27 46 180 141 123 25 87 27 26 173 132 26 28
leaf_count=83 157 120 111 87 117 55 36 97 35 27 159 226 211 32 100 157 120 27 46 180 141 123 25 87 27 26 173 132 26 28
internal_value=7.40242e-05 0.000421211 0.00311475 0.00535885 -8.68056e-06 -0.000247253 -0.000971906 0.000842825 -0.00240602 0.00144022 0.00174894 0.000838095 0.000212766 0.00208178 -0.00269461 -0.000755311 0.000169252 -0.00283871 -0.00191829 0.000973913 0.00179775 -0.000150943 0.00432432 -0.00106667 -0.0032 -0.0055 -0.00239845 -0.00126506 0.000857143 -0.0044086
internal_weight=2971 2648 355 198 2293 2173 1306 867 132 735 708 524 469 258 323 1270 708 144 562 564 444 264 184 214 114 109 516 331 199 185
internal_count=2971 2648 355 198 2293 2173 1306 867 132 735 708 524 469 258 323 1270 708 144 562 564 444 264 184 214 114 109 516 331 199 185
cat_boundaries=0 18 44 47 62 64 65 66 68 69 70 71
cat_threshold=2 1 33816576 524288 0 8256 0 805314560 0 134217728 32768 0 268435584 268435456 0 32 144 256 1073741840 2058 0 134217728 2147483648 1 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 8192 256 0 4194304 0 0 16384 32772 0 524288 0 0 1048576 2099712 0 2 0 0 0 32 0 0 0 0 67108864 67193922 32 17858816 1049634 0 16404 67108864 26 268
is_linear=0
shrinkage=0.04


Tree=612
num_leaves=31
num_cat=8
split_feature=5 12 15 0 0 0 0 2 9 2 2 4 2 13 11 2 6 4 12 2 2 2 2 6 2 2 2 1 0 2
split_gain=1.22943 1.08006 1.26556 1.39964 1.25762 1.12373 1.74989 1.61819 1.435 1.32983 1.22221 2.44792 1.1538 1.10843 1.39018 1.37022 1.21275 1.18315 0.80457 0.797134 0.699384 0.695982 0.892511 0.687362 1.45756 0.905093 0.706731 0.670049 0.657938 0.864871
threshold=4.5000000000000009 0 1 12.250000000000002 12.250000000000002 39.07500000000001 36.400000000000006 2.5000000000000004 2 5.5000000000000009 14.500000000000002 3681544000.0000005 3.5000000000000004 3 4 25.500000000000004 5 10087555000.000002 6 3.5000000000000004 13.500000000000002 21.500000000000004 131.00000000000003 7 45.500000000000007 16.500000000000004 7.5000000000000009 4.5000000000000009 35.600000000000009 21.500000000000004
decision_type=10 9 9 8 8 8 10 8 9 8 8 8 8 9 9 10 9 8 9 10 8 8 8 9 10 10 10 10 10 10
left_child=1 4 -3 -4 -1 6 7 -6 12 -9 11 -10 -7 16 23 -16 -5 -17 -14 -13 -20 -12 -23 24 -15 26 -25 -19 29 -11
right_child=-2 2 3 13 5 8 -8 9 10 28 21 19 18 14 15 17 -18 27 20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=4.0138256856536712e-05 2.636809842066157e-05 0.00011193633518004731 -0.00030362679228936431 -0.00016610295059727776 -0.00011528454069377858 0.00016805026415362079 -0.00041289486435495352 0.0006853885466187393 9.1618025117661263e-05 -5.1520324237301905e-05 5.6723079430618386e-05 -0.00010709211100511596 2.0949171179580617e-05 -4.2186069832936823e-05 3.8311647092044153e-05 3.6840443119174891e-05 2.7951282588389861e-06 -0.00073227421851733258 2.5103894739615386e-05 -0.00088676207145898188 -3.1905683528776765e-05 -0.00010210739434668881 2.2683255934694559e-05 -1.5131504923999728e-05 2.4322205671296615e-05 -3.2066632273597407e-06 0.00012096869882547878 1.4319989957982671e-05 3.1280707715808373e-05 -8.661109892322827e-06
leaf_weight=81 41 137 35 140 25 33 27 35 26 115 42 26 222 122 142 33 710 29 37 78 73 67 65 26 57 96 51 64 48 244
leaf_count=81 41 137 35 140 25 33 27 35 26 115 42 26 222 122 142 33 710 29 37 78 73 67 65 26 57 96 51 64 48 244
internal_value=0.000348361 0.000249394 0.00091954 0.000567282 -0.00063745 -0.000979381 -0.00242424 -0.00183761 8.95522e-05 -0.00126411 -0.00190476 -0.0048855 0.00175532 0.000761387 0.00202853 0.00415771 -0.00018583 0.00125984 0.00108108 -0.00761905 -0.00165289 0.000228571 -0.00120301 0.000330579 -0.00136842 0.00206522 0.00538462 -0.00106383 -0.00191176 -0.0025
internal_weight=2927 2886 1642 1505 1244 1163 494 467 669 442 304 130 365 1470 620 268 850 126 332 104 110 174 132 352 179 173 77 93 407 359
internal_count=2927 2886 1642 1505 1244 1163 494 467 669 442 304 130 365 1470 620 268 850 126 332 104 110 174 132 352 179 173 77 93 407 359
cat_boundaries=0 2 3 5 6 9 10 12 13
cat_threshold=18000896 32 144703488 0 18448 10 36 0 524288 66 41984 32 152
is_linear=0
shrinkage=0.04


Tree=613
num_leaves=31
num_cat=14
split_feature=7 8 12 12 0 7 0 8 8 9 0 3 12 6 2 2 8 2 3 2 2 2 2 6 0 9 0 12 0 2
split_gain=2.26637 1.72898 1.37912 1.32513 1.68949 1.48201 1.29061 1.57941 1.2448 1.30196 2.39498 1.26979 1.19389 1.70828 1.45713 1.07217 0.934032 1.40987 0.845059 0.834883 0.829726 0.819925 0.785872 0.748163 0.834193 0.742496 0.779018 0.981822 1.44509 0.934156
threshold=0 1 2 3 12.250000000000002 4 15.500000000000002 5 6 7 36.900000000000006 2017.5000000000002 8 9 42.500000000000007 10.500000000000002 10 47.500000000000007 2015.5000000000002 11.500000000000002 89.500000000000014 32.500000000000007 38.500000000000007 11 29.500000000000004 12 44.07500000000001 13 29.500000000000004 10.500000000000002
decision_type=9 9 9 9 8 9 10 9 9 9 10 10 9 9 10 10 9 10 8 10 10 10 10 9 10 9 10 9 10 8
left_child=6 2 20 4 -3 -5 15 -8 -6 18 -11 12 19 14 -14 -1 22 25 -10 -12 -2 -17 -7 24 -9 -18 27 28 -27 -29
right_child=1 3 -4 5 8 16 7 23 9 10 11 -13 13 -15 -16 21 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-4.3809683131570409e-05 8.1384604542478207e-06 -0.00033306568830997917 3.4121412512320148e-05 4.2037673735109136e-05 2.0805555718368395e-05 -7.724199370400698e-05 3.8837953106991565e-05 -2.4984552909543823e-05 -4.8079037427655185e-05 3.464993066344846e-05 -3.0629456187654114e-05 -0.00038644961294821202 0.00037369090723572641 -0.00019828637674699224 -0.00066926906898913787 2.8061806061572271e-05 -0.00012708464828193656 -1.5217487925411888e-05 2.3470601648512004e-05 -0.00047353393383833267 -9.78916212880776e-05 6.8368389779038805e-06 6.2713724863883156e-06 -3.2175124317248562e-05 -0.00095768736455767109 0.0002975012768957086 -3.0228037757353833e-05 2.0641156766458834e-05 -2.647950066936744e-05 4.1288573621294231e-05
leaf_weight=37 75 32 349 107 112 75 107 65 25 85 41 29 99 135 41 47 123 183 97 60 30 93 30 265 41 46 91 119 61 246
leaf_count=37 75 32 349 107 112 75 107 65 25 85 41 29 99 135 41 47 123 183 97 60 30 93 30 265 41 46 91 119 61 246
internal_value=0.000407194 0.000999131 0.0031828 0.000443723 -0.00083442 0.001337 -0.00165165 -0.00275574 -0.000441379 -0.0011557 -0.00207585 -0.00339901 -0.00275862 -0.00118881 0.0018543 0.00123596 0.000812183 0.00125 0.00240602 -0.00625 -0.000862069 0.00283688 -0.00258621 -0.0039267 -0.00683761 0.00209607 0.00268293 0.00338266 -0.000169492 0.00430851
internal_weight=2946 2291 454 1837 756 1081 655 478 724 612 490 405 376 275 140 177 974 869 122 101 105 140 105 371 106 686 563 472 107 365
internal_count=2946 2291 454 1837 756 1081 655 478 724 612 490 405 376 275 140 177 974 869 122 101 105 140 105 371 106 686 563 472 107 365
cat_boundaries=0 17 46 48 50 67 88 111 113 114 115 141 142 144 146
cat_threshold=0 129 571473920 2048 0 8256 0 537001984 0 134217728 8224 384 128 0 0 32 144 268435456 8 0 0 2147483648 1 262144 0 0 0 0 2052 8192 1048576 0 4096 0 0 4096 0 0 0 4194304 0 0 32768 0 0 524288 67256352 32 68288802 2 1 0 67108864 0 0 0 0 268435456 0 0 0 0 0 0 0 0 1073745920 0 8 0 0 0 0 0 0 0 0 0 131072 0 0 0 4096 0 0 0 0 128 0 4 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 128 0 16777216 0 4116 68288544 192 0 4 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 0 128 0 0 0 0 16384 72 0 16432 2048 32
is_linear=0
shrinkage=0.04


Tree=614
num_leaves=31
num_cat=8
split_feature=8 12 12 2 2 9 2 8 0 2 2 2 1 6 1 2 6 2 2 0 0 2 2 2 0 2 2 6 0 2
split_gain=2.12482 1.52727 1.38617 1.60177 2.37256 1.4525 2.39978 1.34555 1.31059 1.22051 1.28113 0.983919 0.861532 0.960004 0.801414 1.06235 1.46755 1.00058 0.799171 0.844129 0.788126 0.767934 0.76597 0.764749 0.598408 0.759206 0.980917 0.913758 0.688899 0.591046
threshold=0 1 2 298.50000000000006 131.00000000000003 3 131.00000000000003 4 18.500000000000004 9.5000000000000018 147.50000000000003 75.500000000000014 4.5000000000000009 5 5.5000000000000009 47.500000000000007 6 66.500000000000014 8.5000000000000018 40.675000000000004 38.57500000000001 32.500000000000007 33.500000000000007 8.5000000000000018 47.750000000000007 13.500000000000002 15.500000000000002 7 42.710000000000008 20.500000000000004
decision_type=9 9 9 10 10 9 8 9 8 10 10 8 10 9 8 10 9 10 10 10 10 10 10 8 10 10 10 9 10 10
left_child=1 11 3 4 14 6 8 21 -4 12 24 -1 -9 23 15 16 22 -17 -10 -20 -15 -7 -2 -14 25 -11 -27 28 -28 -29
right_child=2 -3 5 -5 -6 7 -8 9 18 10 -12 -13 13 20 -16 17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=2.0147546857316458e-05 -6.7024573895437819e-05 2.5955435283755436e-05 -6.2663267005689253e-05 -0.00027865081596679887 0.00053050514089029836 0.00018252895086181553 5.3382459318100927e-05 1.349466144716871e-05 9.677379273576037e-06 0.00014390986463098444 -8.5413202469482034e-05 -3.4325315962036029e-05 5.415049063728361e-05 -3.8466454334695753e-07 -7.1823852099370806e-05 -0.00034914286239793316 3.9891215535305947e-05 -1.2304436716235045e-05 -3.3869456975210714e-05 -3.4011077414106697e-05 -0.00056141896108016451 2.3440330557633614e-06 0.00028918295606676024 -0.00022137165393072423 5.5141873039374903e-05 -6.8549492147411688e-05 -7.7954309538093012e-05 2.80099807021017e-05 3.1644242087089935e-05 1.2827490370526107e-05
leaf_weight=108 247 192 42 57 34 66 53 83 92 90 81 39 78 41 264 30 243 84 203 36 88 36 26 34 27 48 82 72 38 341
leaf_count=108 247 192 42 57 34 66 53 83 92 90 81 39 78 41 264 30 243 84 203 36 88 36 26 34 27 48 82 72 38 341
internal_value=0.000101488 0.00302857 -0.000289303 -0.00146586 -0.00107643 0.000426309 -0.00155606 0.00113487 -0.00272727 0.00070018 0.0015641 -0.000126582 -0.00135385 -0.00256198 -0.00147486 -0.000697306 7.73694e-05 -0.00417391 -0.00186747 -0.00308333 -0.00471429 0.00530973 -0.00190141 0.000325203 0.00211731 0.001875 0.00134021 0.00183521 -0.00122137 0.00268868
internal_weight=2955 339 2616 985 928 1631 426 1205 373 1103 779 147 324 241 894 630 516 114 331 239 129 102 273 112 698 671 581 533 120 413
internal_count=2955 339 2616 985 928 1631 426 1205 373 1103 779 147 324 241 894 630 516 114 331 239 129 102 273 112 698 671 581 533 120 413
cat_boundaries=0 29 31 33 35 54 55 56 57
cat_threshold=268435472 2056 0 134217728 0 0 0 0 1 0 0 133120 8192 1048576 0 0 0 0 0 8192 0 0 0 8 0 16384 64 0 524288 8226 34 1084480 32 1 20624 0 4 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 4096 0 0 4096 388 390 384
is_linear=0
shrinkage=0.04


Tree=615
num_leaves=31
num_cat=12
split_feature=7 8 7 2 12 11 7 3 0 5 9 2 0 11 1 2 12 1 2 0 12 2 2 0 8 2 2 9 2 2
split_gain=2.65985 1.94474 1.73157 1.71099 0.978832 1.92055 1.60436 2.13938 1.31443 1.30496 1.19766 1.20477 1.11246 1.06217 0.938024 0.905026 0.786168 0.882457 0.840095 0.972176 0.769537 2.38514 0.971111 0.724173 0.717045 1.09596 0.789497 0.767096 1.24925 1.14019
threshold=0 1 2 37.500000000000007 3 4 5 2020.5000000000002 9.5000000000000018 5.5000000000000009 6 8.5000000000000018 20.500000000000004 7 5.5000000000000009 9.5000000000000018 8 5.5000000000000009 1.0000000180025095e-35 40.675000000000004 9 15.500000000000002 18.500000000000004 16.750000000000004 10 35.500000000000007 13.500000000000002 11 21.500000000000004 3.5000000000000004
decision_type=9 9 9 8 9 9 9 8 10 8 9 10 10 9 8 10 9 10 10 10 9 8 8 10 9 8 10 9 10 8
left_child=-1 16 3 -3 5 9 7 -6 -8 -4 11 -11 15 -14 -5 -10 17 -2 -18 -20 21 -9 23 -22 25 26 -15 28 -26 -29
right_child=1 2 4 14 6 -7 8 20 12 10 -12 -13 13 24 -16 -17 18 -19 19 -21 22 -23 -24 -25 27 -27 -28 29 -30 -31
leaf_value=2.6342814494810796e-05 2.3308679421845113e-05 -0.00039277748179543436 -0.00015722637621056634 -9.641197829473924e-05 -0.00055903741276623013 1.8757792989916313e-05 7.8288496546896624e-05 -6.2681878220729461e-05 -0.00015024580425567534 3.8827398954737193e-05 0.00014170635520958542 -3.6933546819639672e-05 4.2749497928369353e-05 -2.5974666533308265e-05 0.00038081454865377399 -1.4116610939751695e-05 -0.00013433089186108306 -4.8405024620237213e-05 2.8925024595736206e-05 3.8240371650104524e-05 0.0025741347708138564 3.3535400394022472e-05 -7.6576740993345994e-05 -3.5205706085861268e-06 -0.00012620460125646106 -0.00051784362250984373 2.8456345670875296e-05 0.00065890104883123966 3.623701699311255e-05 1.1057993958019097e-06
leaf_weight=243 117 45 46 28 46 383 28 27 29 33 106 133 112 38 35 91 25 31 129 34 28 86 216 69 91 45 31 53 58 523
leaf_count=243 117 45 46 28 46 383 28 27 29 33 106 133 112 38 35 91 25 31 129 34 28 86 216 69 91 45 31 53 58 523
internal_value=0.000101351 -0.000264026 -0.000669176 -0.00537815 -0.000420499 0.000814607 -0.000973451 -0.00289855 -0.000126126 -0.00145897 -0.00043956 -0.00248588 -0.000354478 0.000105042 -0.0015625 -0.00396694 0.00253602 0.000251572 0.00422111 0.0054878 -0.00206089 0.000806452 -0.00302469 0.000204082 -0.0004 -0.0032 -0.000285714 8.15217e-05 -0.002375 0.000749574
internal_weight=2959 2716 2380 108 2272 701 1571 472 1099 318 272 166 1071 951 63 120 336 148 188 163 426 113 313 97 839 114 69 725 149 576
internal_count=2959 2716 2380 108 2272 701 1571 472 1099 318 272 166 1071 951 63 120 336 148 188 163 426 113 313 97 839 114 69 725 149 576
cat_boundaries=0 16 46 64 65 67 84 86 89 91 92 111 113
cat_threshold=2 0 536870912 2630144 524288 134217730 0 268443648 0 0 0 320 128 0 67108864 32 268435456 2056 4 134217728 2147549184 0 0 0 1 0 0 2052 2048 1048576 268435456 0 0 0 0 8192 0 0 0 0 0 0 0 0 0 8192 268435456 0 33554432 0 0 0 0 0 0 0 32 0 0 268435456 0 0 4096 256 16957728 32772 1024 1 17 1048576 4 0 0 131072 131072 0 32 0 128 0 0 0 0 16 0 2080 32 512 524288 8226 32 73728 0 0 0 0 0 0 0 2147483648 0 0 0 131072 8192 512 0 4096 0 0 4096 256 16388
is_linear=0
shrinkage=0.04


Tree=616
num_leaves=31
num_cat=6
split_feature=8 11 3 3 2 2 2 2 2 2 4 2 4 4 2 3 6 4 2 2 2 8 1 9 2 2 2 4 3 13
split_gain=2.51919 1.87476 1.05421 1.2311 1.027 1.21468 0.999843 1.83098 0.939873 1.42692 0.753323 1.67062 0.824592 1.14842 0.73473 0.69414 0.650127 0.928413 0.903667 0.882044 0.741867 0.640815 0.569368 0.578296 0.561601 0.771319 0.542737 0.772458 0.514925 0.512017
threshold=0 1 2017.5000000000002 2004.5000000000002 6.5000000000000009 25.500000000000004 35.500000000000007 47.500000000000007 33.500000000000007 44.500000000000007 215.00000000000003 163.00000000000003 625.00000000000011 31889.500000000004 136.50000000000003 2011.5000000000002 2 355.00000000000006 176.00000000000003 81.500000000000014 725.00000000000011 3 3.5000000000000004 4 28.500000000000004 24.500000000000004 455.00000000000006 12415638000.000002 2004.5000000000002 5
decision_type=9 9 10 10 8 8 8 8 8 8 8 10 8 8 10 10 9 10 10 10 10 9 10 9 10 10 10 10 8 9
left_child=2 10 3 8 -3 15 -7 -8 24 -10 -2 12 -12 -14 21 -6 17 18 -9 -18 -21 -15 -23 28 25 29 27 -11 -24 -1
right_child=1 4 -4 -5 5 6 7 16 9 26 11 -13 13 14 -16 -17 19 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.1797277727367827e-05 1.6392001674034875e-05 -0.00022450529062549408 -1.3489503715362616e-05 6.03694272826516e-05 2.4606515110434658e-05 -0.0004248073603180558 0.0019515703948131602 4.7338908028748959e-05 -4.7837642839638762e-05 -7.1334885777929456e-07 -0.00048270295426362965 -0.00014630203914840935 0.00013868235655188245 -9.1377971852004691e-05 0.00023757888515859804 -2.0199274899823651e-06 -0.00023272731116726674 0.00012331093314440266 -5.6557639088339331e-05 3.4724226869826678e-05 -0.00020141332034739889 3.8236036775387563e-05 -0.00019566351433979889 -5.3591469172431517e-06 0.00010368257499482781 -0.00013169167294648786 0.00086580174008041408 0.00014426407231191263 -5.1716639102856734e-05 4.7607669447913283e-05
leaf_weight=203 55 76 32 44 174 39 33 105 37 224 40 50 37 114 25 30 65 26 28 65 37 103 29 849 40 27 25 33 104 129
leaf_count=203 55 76 32 44 174 39 33 105 37 224 40 50 37 114 25 30 65 26 28 65 37 103 29 849 40 27 25 33 104 129
internal_value=0.000236193 -0.00049642 0.00213665 0.00246396 0.00121916 0.00179104 0.000501253 0.00116667 0.00205841 0.0004375 -0.00132675 -0.00152367 -0.00124424 -0.00106181 -0.00127347 0.00429268 0.000244648 0.002 0.000746269 -0.00146067 0.000776699 -0.00141667 -0.00107664 -0.00138352 0.00335 0.00283333 0.00141343 0.000852713 -0.00375 0.00336336
internal_weight=2878 2084 794 762 678 602 398 359 718 319 1406 1351 1301 1261 1224 204 326 159 133 167 102 1199 1085 982 399 359 282 257 133 332
internal_count=2878 2084 794 762 678 602 398 359 718 319 1406 1351 1301 1261 1224 204 326 159 133 167 102 1199 1085 982 399 359 282 257 133 332
cat_boundaries=0 29 32 33 56 58 59
cat_threshold=1342177280 0 4 134217728 2147483648 0 262144 0 0 32768 0 133124 0 1049088 268435456 4096 0 0 4096 10240 128 0 0 0 0 49152 0 0 524288 16420 589824 524288 204 16 2052 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 0 0 4194304 0 36 10
is_linear=0
shrinkage=0.04


Tree=617
num_leaves=31
num_cat=11
split_feature=11 3 4 12 6 1 3 3 12 3 12 1 1 3 0 0 3 14 6 11 12 0 4 12 12 5 0 0 0 0
split_gain=1.21214 0.949357 1.06397 0.902177 1.0239 0.907725 0.928721 0.633008 0.885025 0.999049 0.590528 0.585693 0.554497 0.517859 0.485934 1.11175 0.686724 0.666335 0.842766 0.785522 1.08197 1.45132 0.887519 0.721296 0.520999 0.581571 0.46273 0.457313 1.45469 0.718495
threshold=0 1991.5000000000002 390.00000000000006 1 2 2.5000000000000004 2013.5000000000002 2003.5000000000002 3 2015.5000000000002 4 5.5000000000000009 1.5000000000000002 2000.5000000000002 47.750000000000007 52.740000000000002 1999.5000000000002 5 6 7 8 30.500000000000004 5828530000.000001 9 10 1.0000000180025095e-35 31.500000000000004 31.500000000000004 18.500000000000004 39.07500000000001
decision_type=9 8 8 9 9 10 10 10 9 10 9 10 10 10 10 10 8 9 9 9 9 10 8 9 9 10 10 10 10 10
left_child=-1 -2 -3 4 10 -6 11 14 9 -9 13 -7 -12 -4 16 -16 -5 -18 19 23 -21 -22 -23 -19 25 -20 -10 28 -14 -29
right_child=1 2 3 7 5 6 -8 8 26 -11 12 -13 27 -15 15 -17 17 18 24 20 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00020367573979179098 0.00018636250482913398 2.5914181240764834e-05 2.7880554741699369e-06 -7.5981698440124031e-05 -0.00017127505766101336 7.4558032293694506e-05 -2.5665945243176224e-05 -4.5987563552607472e-05 -0.00044644435697613008 0.00024710705172960703 2.6924848263121249e-05 -9.032200702918658e-06 -1.2735909868304419e-05 2.9516078922284804e-05 4.6468343156647056e-05 -1.7130467332968636e-05 -0.00028090308853656154 3.0126938352026401e-06 0.0001535498504649624 -2.3798447702603199e-05 0.0012831888353978726 8.7714694030687217e-05 6.3136377888639569e-06 -1.3843669233466471e-05 4.0134958936732804e-07 -2.8846862223730342e-05 -4.4400158071340456e-05 -0.000198076759155299 2.8393231428296419e-05 -1.6404018213620476e-05
leaf_weight=111 53 106 130 46 48 265 31 58 32 46 33 39 172 33 39 34 121 267 116 100 34 32 144 321 126 39 133 31 58 156
leaf_count=111 53 106 130 46 48 265 31 58 32 46 33 39 172 33 39 34 121 267 116 100 34 32 144 321 126 39 133 31 58 156
internal_value=0.000135364 0.000301331 0.000200645 4.46927e-05 0.000993049 0.00258883 0.00339286 -0.000517952 -0.0022963 0.000695652 -3.20513e-05 0.00406557 -0.000780911 0.00195402 -0.000183099 0.00297297 -0.000356347 -0.000184473 0.000117647 -0.000484048 0.0011215 0.00271493 0.00135593 -0.00133556 0.0019863 0.00349398 -0.00397727 -0.00119617 0 -0.00265957
internal_weight=2954 2843 2790 2684 996 383 335 1688 269 104 613 304 450 163 1419 73 1346 1300 1179 898 310 210 176 588 281 155 165 417 230 187
internal_count=2954 2843 2790 2684 996 383 335 1688 269 104 613 304 450 163 1419 73 1346 1300 1179 898 310 210 176 588 281 155 165 417 230 187
cat_boundaries=0 3 5 6 8 10 11 12 13 15 17 18
cat_threshold=2214592515 1638400 4096 67166528 2 268 16973824 32 64 2 131201 394 36 16842752 32 1026 32 1049634
is_linear=0
shrinkage=0.04


Tree=618
num_leaves=31
num_cat=13
split_feature=8 8 0 4 0 0 9 5 0 17 12 4 3 9 4 9 6 12 17 9 0 15 3 3 0 0 0 4 3 12
split_gain=1.77893 1.45613 1.21475 1.14808 1.23581 0.827907 1.07356 0.747302 0.67579 0.610377 0.565866 1.34764 1.08 1.1512 0.925095 0.770801 1.48551 0.843266 0.618994 1.4447 1.07843 0.568552 0.547775 0.540352 0.984169 0.530232 0.525061 0.47619 0.45085 0.395643
threshold=0 1 52.740000000000002 133.00000000000003 47.750000000000007 48.175000000000004 2 2.5000000000000004 38.57500000000001 3 4 19000.000000000004 2011.5000000000002 5 950.00000000000011 6 7 8 9 10 35.850000000000009 11 2021.5000000000002 1999.5000000000002 35.850000000000009 33.175000000000004 39.07500000000001 10438345000.000002 1.0000000180025095e-35 12
decision_type=9 9 10 8 10 10 9 8 10 9 9 10 8 9 10 9 9 9 9 9 8 9 8 10 10 10 10 8 10 9
left_child=8 5 3 -3 10 6 9 -8 -1 27 11 12 -5 18 15 28 25 21 26 22 -21 23 -20 24 -18 -17 -14 -2 -12 -27
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 14 -13 13 -15 -16 16 17 -19 19 20 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-8.2938280450406416e-06 -4.2392167979414805e-05 6.1006803773153705e-05 -7.4550254244485365e-05 -0.00018059250847748842 5.1585782558518646e-05 6.0248475290407559e-05 9.0037323151292982e-06 0.0011390524186759166 -7.6173286846454864e-05 2.4112603750516828e-05 -0.00011127740079196258 -7.023777499199469e-05 -6.5303445396125426e-05 0.00059228713723108234 1.6759486361195285e-05 0.00043855236150207587 1.944807352742828e-06 -3.8401367888951655e-06 0.00021658736742228513 3.6431795301439253e-07 -0.00068001424782245575 -5.1654338711060175e-06 1.0575818508229417e-06 -9.9985812000369381e-06 4.8010869874204334e-05 2.3750893723928356e-06 6.261374801987074e-05 -1.0050753109069888e-06 8.1856452385054009e-06 0.00014597981760903879
leaf_weight=38 34 55 44 123 67 36 74 79 83 108 91 57 31 127 77 25 109 387 26 58 98 178 330 49 59 110 74 70 38 210
leaf_count=38 34 55 44 123 67 36 74 79 83 108 91 57 31 127 77 25 109 387 26 58 98 178 330 49 59 110 74 70 38 210
internal_value=0.000454854 0.000663139 0.000287592 0.000411765 0.000275269 0.00286408 0.00234973 0.0047561 -0.00409091 0.000358744 0.000115146 -0.000641711 -0.000253456 0.000322148 0.000639881 0.000381862 0.000720562 -0.000252207 -0.000414013 -0.000994264 -0.00407186 0.00103448 0.000435967 0.00236842 0.0035503 0.00286517 0.00224138 -0.00173913 -0.00242857 0.00249221
internal_weight=2945 2824 2423 2379 2324 401 365 153 121 212 2257 924 867 744 1333 1256 1127 782 617 512 156 395 356 217 168 345 105 104 129 320
internal_count=2945 2824 2423 2379 2324 401 365 153 121 212 2257 924 867 744 1333 1256 1127 782 617 512 156 395 356 217 168 345 105 104 129 320
cat_boundaries=0 29 49 51 52 54 56 58 59 60 61 63 64 65
cat_threshold=1073741824 0 4 0 0 0 0 0 0 0 0 33554432 64 0 0 0 0 0 0 0 2147483648 0 0 0 0 1073741824 64 0 524288 0 2058 0 134217728 8192 0 262144 0 0 0 0 2048 0 1536 0 0 0 0 0 10240 0 26624 10 1050882 32 1 22532 1073742081 48 134 67249248 56 0 2048 67108864 16793696
is_linear=0
shrinkage=0.04


Tree=619
num_leaves=31
num_cat=11
split_feature=7 11 9 12 13 2 2 4 12 8 2 12 0 2 4 0 2 2 11 12 0 4 12 2 2 2 2 2 2 2
split_gain=2.91727 1.46551 1.33866 2.01975 1.91954 1.82835 1.36035 1.33458 1.10186 1.10156 2.64079 2.34168 1.35235 1.27399 1.18143 1.1396 1.03138 0.940212 0.778526 1.30116 1.06753 0.875809 0.80754 1.204 0.900535 0.73625 0.651697 1.37566 0.650025 0.950741
threshold=0 1 2 3 4 52.500000000000007 67.500000000000014 215.00000000000003 5 6 10.500000000000002 7 51.32500000000001 155.00000000000003 2350.0000000000005 39.07500000000001 52.500000000000007 39.500000000000007 8 9 16.750000000000004 8015305000.000001 10 3.5000000000000004 25.500000000000004 14.500000000000002 10.500000000000002 16.500000000000004 12.500000000000002 4.5000000000000009
decision_type=9 9 9 9 9 10 8 8 9 9 8 9 8 8 10 10 10 10 9 9 10 8 9 10 10 10 8 10 10 10
left_child=2 -2 3 4 -1 25 -4 -3 16 10 -10 17 18 14 15 -13 -9 -12 21 -20 -21 26 23 -23 -24 -5 -11 -28 29 -22
right_child=1 7 6 5 -6 -7 -8 8 9 12 11 13 -14 -15 -16 -17 -18 -19 19 20 28 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0001100426588786263 -4.0374484232259532e-05 2.9299474897470647e-05 4.5465705055249826e-05 2.8657365332236397e-05 9.5832362379866257e-06 0.00028356165539889845 -4.8479500724951663e-06 1.3692380519003678e-05 -0.00010229831062854799 -0.0012017258182117274 -1.1888068785808059e-05 7.5378085160373594e-05 -0.00016885641846421608 -3.3150427262249594e-05 7.9352442318310066e-05 -5.7843010587887987e-06 -2.6766474639003947e-05 -5.6618870460738434e-05 0.00015687840231326077 0.0002757008946248618 -1.0413862903568827e-05 0.00052291623882105398 2.5104636232242683e-06 -7.2613592491492803e-05 0.00013708387741296236 -9.4108016842398005e-07 8.3687233274289954e-05 -0.00041690357758120914 -3.181328279801221e-05 7.0905331547521655e-05
leaf_weight=103 108 73 145 75 158 72 52 105 142 35 177 104 38 60 29 48 29 135 128 46 88 51 206 262 65 124 27 29 187 49
leaf_count=103 108 73 145 75 158 72 52 105 142 35 177 104 38 60 29 48 29 135 128 46 88 51 206 262 65 124 27 29 187 49
internal_value=0.000338868 -0.000385305 0.00251351 0.00139963 -0.00110294 0.00375887 0.00528846 -0.000141243 -0.00033317 -0.000584246 -0.00184136 -0.000613718 0.0001473 0.00230159 0.00406593 0.00261438 0.00303448 -0.0028483 0.000391823 0.00157171 0.000314961 -0.000495627 6.83761e-05 -0.0012963 0.00163121 0.0019 -0.00413043 -0.00140351 -0.000492308 0.0015942
internal_weight=2950 2221 729 532 261 271 197 2113 2040 1906 695 553 1211 241 181 152 134 312 1173 498 370 675 584 313 271 199 91 56 324 137
internal_count=2950 2221 729 532 261 271 197 2113 2040 1906 695 553 1211 241 181 152 134 312 1173 498 370 675 584 313 271 199 91 56 324 137
cat_boundaries=0 17 19 21 22 23 25 55 57 60 61 63
cat_threshold=16384 16 1140858880 2630144 0 134217730 131072 268443648 33554432 134217760 0 2097472 0 0 67108864 0 1073746048 16384 2147549184 0 26752 68323394 12 67239936 2 1073741824 4 0 0 2147549184 0 262144 2147483648 0 0 0 131072 10240 512 0 4096 0 0 0 0 0 0 16777216 0 0 16384 0 0 0 4096 17907970 32 67108868 512 524288 65794 1057026 32
is_linear=0
shrinkage=0.04


Tree=620
num_leaves=31
num_cat=9
split_feature=7 8 12 2 9 3 12 9 2 11 2 9 12 2 3 3 2 0 0 0 2 2 3 2 0 2 3 2 2 0
split_gain=1.74311 1.68514 2.18097 1.22547 1.1967 1.35478 1.16105 1.249 1.40173 1.06156 1.23512 1.09074 1.19892 1.01377 1.01243 0.966843 0.89029 0.751538 2.03123 0.696195 0.689122 1.13947 0.677175 0.675011 0.845771 0.731407 0.641255 0.553742 0.808082 0.523688
threshold=0 1 2 59.500000000000007 3 1988.5000000000002 4 5 35.500000000000007 6 171.00000000000003 7 8 2.5000000000000004 1.0000000180025095e-35 2005.5000000000002 11.500000000000002 35.850000000000009 25.500000000000004 36.400000000000006 90.500000000000014 100.50000000000001 2014.5000000000002 8.5000000000000018 40.250000000000007 50.500000000000007 2018.5000000000002 23.500000000000004 17.500000000000004 23.500000000000004
decision_type=9 9 9 10 9 10 9 9 8 9 10 9 9 10 10 10 8 10 8 10 8 8 10 8 10 8 8 10 8 10
left_child=4 2 3 16 -1 27 7 8 13 11 20 12 -8 -3 -12 17 -2 18 -9 -13 -11 -22 23 -21 25 -25 -15 28 -6 -14
right_child=1 6 -4 -5 5 -7 9 15 -10 10 14 19 29 26 -16 -17 -18 -19 -20 22 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=9.2370695423937838e-06 -1.4386664407197714e-05 -7.2147344888691118e-05 -7.327336135524831e-05 -2.6799157694945564e-05 0.0018768658593324972 -6.5912679810793408e-05 -1.3304731228203081e-06 -3.2805551121590782e-05 -1.1031108519858891e-05 8.1377515143188371e-06 -0.00015376402859253348 -0.00037453234394583038 1.525537035362845e-07 9.3960023081081088e-05 1.7716737091255654e-05 -0.00064001795607509853 0.00015450290243762766 -0.00032246757046294761 6.3804746462849948e-05 0.0002683327355419607 0.00011156033262093246 2.1362585227748809e-05 -4.568221358525193e-05 0.0001222726010109909 -4.7607106520288765e-05 -0.00021218711544076284 1.4351243510049017e-05 0.00090650126203851045 6.6878057658961162e-05 -5.7570016555672509e-05
leaf_weight=205 29 27 246 44 34 30 226 34 202 622 51 25 26 26 34 37 45 94 26 95 26 140 37 161 39 42 155 30 30 117
leaf_count=205 29 27 246 44 34 30 226 34 202 622 51 25 26 26 34 37 45 94 26 95 26 140 37 161 39 42 155 30 30 117
internal_value=-4.76839e-05 -0.000397402 -0.00288 0.00155039 0.00264706 0.00562963 1.77541e-05 -0.00147059 -0.000190024 0.000569007 0.00151584 -0.000513479 -0.00205263 0.00210526 -0.00302326 -0.00405941 0.0048 -0.00283871 0.000655738 0.000926829 0.00202788 0.00431138 0.00138667 0.00195266 0.000823045 0.00186275 0.00318681 0.00842105 0.00615385 -0.00480519
internal_weight=2935 2606 364 118 329 124 2242 601 410 1641 873 768 369 208 85 191 74 154 60 399 788 166 374 337 242 203 181 94 64 143
internal_count=2935 2606 364 118 329 124 2242 601 410 1641 873 768 369 208 85 191 74 154 60 399 788 166 374 337 242 203 181 94 64 143
cat_boundaries=0 17 43 44 46 47 49 51 53 55
cat_threshold=268435456 0 8192 2623488 34 2 33554432 4202496 0 32 0 320 128 0 67108864 0 4096 268435456 2052 0 0 2147549184 0 0 0 0 0 0 4 2112 512 0 0 0 0 33554432 0 0 0 4194304 0 0 32768 68250624 0 14336 1059904 0 14336 32773 65536 0 2080 65794 32
is_linear=0
shrinkage=0.04


Tree=621
num_leaves=31
num_cat=13
split_feature=7 8 4 12 9 7 8 12 4 1 4 3 3 12 2 4 12 2 2 7 12 2 2 2 2 2 4 3 16 6
split_gain=2.5336 1.72298 1.47266 1.43392 1.42315 1.64571 1.6079 1.2661 1.1017 1.07635 1.9464 0.890015 0.95905 0.889856 1.63187 0.821601 0.816047 1.19443 0.758445 0.705234 0.919638 1.492 0.924783 0.751245 0.67981 0.649198 0.6284 0.731973 0.622429 0.617704
threshold=0 1 1732015000.0000002 2 3 4 5 6 15.000000000000002 4.5000000000000009 8.0000000000000018 2013.5000000000002 1997.5000000000002 7 40.500000000000007 5368.5000000000009 8 40.500000000000007 90.500000000000014 9 10 46.500000000000007 866.50000000000011 22.500000000000004 33.500000000000007 49.500000000000007 5965.0000000000009 2005.5000000000002 11 12
decision_type=9 9 8 9 9 9 9 9 10 10 10 10 10 9 10 8 9 8 8 9 9 10 8 10 8 8 10 10 1 9
left_child=2 8 -1 9 5 16 7 28 18 -3 11 12 -11 -4 -15 -6 24 -18 -2 -8 21 23 29 -21 -5 -9 27 -17 -7 -22
right_child=1 3 13 4 15 6 19 25 -10 10 -12 -13 -14 14 -16 26 17 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00049561058386679232 2.7037799397966468e-05 0.00052377018981729861 -7.7228124185424463e-05 -2.1493678860906587e-06 8.4359762962193949e-05 8.2144005494200206e-06 1.9263735050287779e-05 -8.804392209697199e-05 0.0010709842621419341 1.110947788859562e-05 -0.0001084868711259901 -2.9555151498641408e-05 0.00079310589810155819 5.7033416053045017e-05 -0.00019459794231337923 -1.71524997288941e-05 -1.8622942582098289e-05 -6.4780739840273328e-05 -0.00022777986842001496 6.3973585223138225e-05 4.1054644122127113e-05 -1.997423220359451e-05 0.00027086297305167761 0.00021841212605124837 6.03254870805614e-05 -9.4789853195464955e-06 -6.3553617070866158e-05 -0.00028520215637676925 -4.0318699666705983e-05 -1.0748335551973298e-05
leaf_weight=45 166 60 117 44 49 81 107 70 34 213 33 28 29 133 53 209 91 76 29 151 133 85 61 65 61 51 27 61 28 550
leaf_count=45 166 60 117 44 49 81 107 70 34 213 33 28 29 133 53 209 91 76 29 151 133 85 61 65 61 51 27 61 28 550
internal_value=-8.16049e-05 0.000353438 -0.0032312 2.52738e-05 -0.000397812 9.60961e-05 0.000660445 -0.00232365 0.00358333 0.00229947 0.00138158 0.00250923 0.00329218 -0.00230263 -0.000406091 -0.00268908 -0.00268551 -0.00438202 0.00255102 0.00127257 0.00092803 0.00275641 0.00015894 0.00460829 0.000172414 -0.005 -0.00355705 -0.00295203 0.000833333 -0.000263158
internal_weight=2940 2592 348 2363 2000 1654 1382 230 229 363 303 270 242 303 186 346 272 167 195 1152 1045 301 744 216 105 121 297 270 109 683
internal_count=2940 2592 348 2363 2000 1654 1382 230 229 363 303 270 242 303 186 346 272 167 195 1152 1045 301 744 216 105 121 297 270 109 683
cat_boundaries=0 18 45 47 49 66 96 97 99 100 117 119 120 121
cat_threshold=0 17 1142161408 524288 34 8256 33554432 268435456 0 0 32800 0 268435472 0 0 0 0 256 16 2050 0 0 2147483648 0 0 0 1 32768 0 133120 8192 1048576 0 0 0 0 0 8192 0 0 0 0 0 32768 4 67117312 2 1 30752 0 128 0 2097152 0 0 0 131072 0 0 0 0 0 0 0 0 4096 0 4 0 0 0 1 0 2147483648 0 0 0 0 0 0 0 4096 0 0 0 0 384 0 4194304 8 0 0 64 0 0 4096 16842850 1122368 32 116768 0 0 0 0 0 0 0 0 33556480 134217760 8192 0 0 0 0 0 1073741824 1180736 32 2 18
is_linear=0
shrinkage=0.04


Tree=622
num_leaves=31
num_cat=10
split_feature=7 3 0 9 7 10 0 2 6 17 2 4 4 2 2 15 3 2 11 9 2 0 7 2 2 0 2 5 4 3
split_gain=1.90462 1.16054 1.05103 1.24759 0.972817 0.922698 1.23631 0.882897 0.879657 0.843641 1.43177 0.814724 0.986243 0.786771 0.768511 0.965442 0.850768 0.83848 0.688351 0.839445 1.05164 0.810227 1.54038 0.965989 0.70617 0.647316 0.643791 1.05736 0.633618 0.623631
threshold=0 1989.5000000000002 27.250000000000004 1 2 3 35.850000000000009 12.500000000000002 4 5 42.500000000000007 3681544000.0000005 775.00000000000011 1.5000000000000002 2.5000000000000004 6 1999.5000000000002 10.500000000000002 7 8 60.500000000000007 15.500000000000002 9 7.5000000000000009 19.500000000000004 40.250000000000007 16.500000000000004 2.5000000000000004 152.50000000000003 2006.5000000000002
decision_type=9 8 8 9 9 9 10 10 9 9 8 8 10 10 8 9 10 8 9 9 8 10 9 8 10 10 10 10 10 10
left_child=18 -2 -3 8 -5 6 -6 -8 -4 10 -7 12 28 -10 -13 17 -17 -16 -1 20 -20 -21 23 -23 -25 -12 -15 -28 -11 -24
right_child=1 2 3 4 5 9 7 -9 13 11 25 14 -14 26 15 16 -18 -19 19 21 -22 22 29 24 -26 -27 27 -29 -30 -31
leaf_value=-8.7687789248036547e-06 0.00037255812964382074 -3.2408917323820676e-05 3.3337065972283141e-05 -4.1352587948786377e-05 -0.00021866867368323996 -0.00065015128749578821 0.00033241050639659875 8.5857541126088672e-06 -0.000516066251365892 2.8758941695308237e-05 1.3981850762974091e-05 0.00016880193440002244 0.00466228262776891 -9.1000554728992718e-06 -0.00094650245027864347 -1.4157366623805957e-05 2.9051362534389113e-05 -1.2959764679578712e-05 8.0985372443720394e-05 5.5408542868207175e-06 -3.1478797836186344e-05 -9.6166445453569336e-05 -6.9522083840212191e-06 1.8784135918181734e-05 8.5298083482143733e-06 -0.00033279105848286859 -0.00011036959232246346 1.5013759313795561e-05 -5.9671590026830757e-05 -6.5265578064419567e-05
leaf_weight=101 44 158 124 100 31 28 42 50 56 26 63 43 26 169 34 325 145 74 89 392 25 48 216 102 155 40 168 32 38 30
leaf_count=101 44 158 124 100 31 28 42 50 56 26 63 43 26 169 34 325 145 74 89 392 25 48 216 102 155 40 168 32 38 30
internal_value=-0.000201681 -0.00100712 -0.00117315 -0.000866873 -5.57621e-05 0.000348361 0.00343284 0.00602151 -0.00239286 -0.00014068 -0.00295775 0.000415512 0.00395604 -0.00325688 -9.6463e-05 -0.000483592 0.00033264 -0.00369748 0.00106074 0.00136704 0.00448 0.000943396 -3.62319e-05 0.00183544 0.00286822 -0.000961538 -0.00264865 -0.0041791 0.00123077 -0.00233463
internal_weight=2974 1816 1772 1614 1065 965 123 92 549 842 131 711 90 425 621 578 470 108 1158 1057 114 943 551 305 257 103 369 200 64 246
internal_count=2974 1816 1772 1614 1065 965 123 92 549 842 131 711 90 425 621 578 470 108 1158 1057 114 943 551 305 257 103 369 200 64 246
cat_boundaries=0 15 17 34 35 36 37 38 40 42 56
cat_threshold=131072 144 637542400 2097792 0 134225986 33685504 805437440 33619968 134225952 0 0 0 268435456 67108864 131456 12324 2 0 1074790400 526336 0 0 0 0 0 0 0 128 0 0 0 0 1073741824 33 10 35 2281701376 16384 1024 0 12336 0 128 536870912 512 0 0 131072 805306368 33619968 0 0 0 0 268435456
is_linear=0
shrinkage=0.04


Tree=623
num_leaves=31
num_cat=8
split_feature=7 8 4 7 2 11 8 8 3 2 7 1 2 2 2 11 2 2 2 2 2 2 2 4 0 3 0 0 2 2
split_gain=2.29809 1.38384 1.43258 1.13852 1.08841 0.974246 0.897209 0.884313 1.19309 0.820261 0.761034 1.05666 0.740963 0.730404 1.13904 0.703432 0.627803 0.959325 0.612722 0.605411 0.840398 0.560301 1.00841 1.14296 0.924537 0.528529 0.51387 0.502956 0.502574 0.863493
threshold=0 1 355.00000000000006 2 6.5000000000000009 3 4 5 1983.0000000000002 101.50000000000001 6 3.5000000000000004 14.500000000000002 61.500000000000007 29.500000000000004 7 414.00000000000006 99.000000000000014 262.50000000000006 16.500000000000004 56.500000000000007 38.500000000000007 26.500000000000004 10438345000.000002 39.07500000000001 1977.5000000000002 31.500000000000004 32.500000000000007 28.500000000000004 9.5000000000000018
decision_type=9 9 8 9 8 9 9 9 10 10 9 10 8 10 8 9 8 10 10 10 10 10 8 8 10 10 10 10 10 10
left_child=16 2 -2 4 -3 9 18 8 -5 10 11 -4 -12 14 26 19 17 27 -7 -9 -21 22 23 -6 -25 -26 -8 -1 29 -29
right_child=1 3 5 7 21 6 13 15 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=1.7916808697293617e-06 5.6828079886557248e-05 -0.00046129204177482565 -7.3664416517580373e-05 -1.731499018546856e-06 -6.0647470169072902e-05 8.9566128528417716e-06 1.8277145265699347e-07 2.3921882355182334e-05 -6.770281487625596e-05 -5.7762147948530184e-05 -4.3802833982837798e-05 9.0600185642841784e-06 -4.1071485686927646e-06 0.00018282238082999668 -1.2434323947339011e-05 -2.2048167983257373e-06 -0.00076439997969835361 3.2955991690002407e-05 -4.3799231027179529e-05 -6.7344602060259717e-05 4.5505703065984451e-05 -6.2087090920570637e-05 0.00015670726570395034 4.2293596582503311e-05 4.6723408018678473e-06 -0.00054237481826643116 5.2121878605859709e-05 -7.3860910882643795e-05 -0.0001381846854515345 1.9482474782357429e-05
leaf_weight=25 50 37 54 76 28 266 46 63 27 28 35 227 133 70 86 1014 25 27 25 43 49 120 76 30 44 36 75 63 44 38
leaf_count=25 50 37 54 76 28 266 46 63 27 28 35 227 133 70 86 1014 25 27 25 43 49 120 76 30 44 36 75 63 44 38
internal_value=-0.000135089 0.00018916 0.00128391 -0.000544135 -0.00246073 0.000975143 0.00207254 3.11769e-05 -0.00333333 -0.000368852 4.44444e-05 0.00130137 -0.00201117 0.00368056 0.00259615 0.000355932 -0.0039485 -0.00333333 0.000463576 0.00277108 0.000860215 -0.00179104 -0.00055814 -0.00258993 -0.000720721 -0.00296296 0.00508197 -0.00444444 -0.00534247 -0.00372549
internal_weight=2960 2738 1095 1643 371 1045 568 1272 103 477 449 281 168 277 207 1169 222 197 291 155 92 334 214 138 110 80 121 170 145 101
internal_count=2960 2738 1095 1643 371 1045 568 1272 103 477 449 281 168 277 207 1169 222 197 291 155 92 334 214 138 110 80 121 170 145 101
cat_boundaries=0 18 45 62 65 81 111 119 121
cat_threshold=0 268435473 536870912 2097152 0 8256 0 0 33554432 0 32800 0 16 0 0 0 1073741824 256 16 2060 0 134217728 73728 1 262144 2147483648 0 32768 0 4 0 1048576 268435456 4096 0 0 0 8192 256 0 16777216 8 0 268435456 4 268435458 0 1056768 2048 524290 0 0 131072 67584 0 0 0 0 268435456 0 0 4240 32 1024 524288 16 12 0 0 65536 1 262144 0 0 32768 0 4 0 0 0 4096 268435456 0 0 0 2147483648 0 0 0 1 0 0 2048 0 0 0 0 0 0 33554432 0 0 0 0 0 0 0 64 0 0 4096 0 0 67108864 0 0 0 131072 131072 49152 1536
is_linear=0
shrinkage=0.04


Tree=624
num_leaves=31
num_cat=13
split_feature=8 7 12 8 12 12 11 7 2 7 2 12 2 2 5 9 2 9 4 4 2 2 2 2 2 2 2 16 2 2
split_gain=3.05816 2.7015 2.29027 1.69373 2.08644 1.59006 2.20229 1.52219 1.07783 0.880875 1.11303 1.5747 1.36475 0.892292 0.873302 1.47892 0.93789 0.857741 0.8234 0.783935 1.27808 0.743886 0.713735 0.67451 0.666277 0.660788 0.63432 0.812524 0.629937 0.626302
threshold=0 1 2 3 4 5 6 7 12.500000000000002 8 321.00000000000006 9 27.500000000000004 698.00000000000011 1.5000000000000002 10 14.500000000000002 11 481.00000000000006 390.00000000000006 39.500000000000007 9.5000000000000018 8.5000000000000018 18.500000000000004 3.5000000000000004 48.500000000000007 30.500000000000004 12 1750.0000000000002 19.500000000000004
decision_type=9 9 9 9 9 9 9 9 8 9 8 9 10 8 8 9 10 9 10 10 10 10 10 10 10 10 10 1 8 10
left_child=2 25 -1 4 29 6 22 8 -7 -9 11 14 17 -12 -11 16 -16 23 21 20 -14 24 -5 -13 -19 26 27 -2 -8 -3
right_child=1 3 -4 5 -6 7 28 9 -10 10 13 12 19 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.3893640097606409e-06 1.5578364722692584e-05 2.202956920914545e-05 -9.8845023900970836e-05 -4.3069022867499029e-05 2.7509459192422981e-05 -5.8221571362295777e-05 1.7943519661827168e-05 8.1813051561852042e-06 -3.3644932640228831e-05 -7.3567764599715704e-05 0.001511808945880091 0.00013843668206451554 -0.00070592216413999152 2.5148761895543716e-05 3.202277858548541e-05 0.00014968988247083815 -0.0001249002090992235 0.00023963671641020313 -0.00044597034663404147 -1.3766298531905363e-05 -0.00014276105539813954 1.7188509081762506e-05 -5.8186881463910823e-05 -0.00018585159011003327 -0.00018652665408826154 2.2938213659529085e-06 0.0011328622626163565 0.0029488143096615717 -0.00011758037757463314 -2.2925937158291276e-05
leaf_weight=222 110 36 228 46 264 45 102 389 165 42 28 82 25 128 101 114 107 36 33 43 82 86 123 26 62 51 30 25 32 69
leaf_count=222 110 36 228 46 264 45 102 389 165 42 28 82 25 128 101 114 107 36 33 43 82 86 123 26 62 51 30 25 32 69
internal_value=0.000218207 0.000770156 -0.00277657 0.000351339 0.00278947 -0.000136268 -0.00273885 0.000373832 -0.00271493 0.000860215 0.000218688 -0.000357143 -0.00185185 0.0033121 0.0016 0.00235294 0.000182648 -0.000429448 -0.00184211 -0.00503311 -0.00685185 -0.000864865 -0.00566667 0.00235294 -0.00323232 0.00493392 0.00638554 0.00514706 0.00110345 -0.00189655
internal_weight=2932 2482 450 2266 369 1897 303 1594 210 1384 995 839 475 156 364 322 208 325 217 150 107 184 169 108 98 216 165 135 134 105
internal_count=2932 2482 450 2266 369 1897 303 1594 210 1384 995 839 475 156 364 322 208 325 217 150 107 184 169 108 98 216 165 135 134 105
cat_boundaries=0 30 48 49 78 79 80 81 98 107 108 110 112 113
cat_threshold=3221225472 0 0 0 0 1 0 2147483648 1 0 0 33554688 10304 0 0 0 0 0 33558528 8192 128 0 0 0 0 1073758208 0 0 128 12288 131075 0 536870912 8192 0 134217794 0 268435456 33554432 0 0 0 0 268435456 67108864 0 0 384 1114466 268435472 8 0 134217728 0 0 262144 0 0 0 0 2048 0 0 0 0 0 0 0 0 256 524288 4194304 8 0 0 0 0 524288 68223040 1059840 36 268435456 0 1048576 4 0 0 0 0 0 0 32800 128 16 0 0 0 4240 0 1 67117056 0 0 0 131072 537001984 65536 84000832 0 18464 0 4148 2
is_linear=0
shrinkage=0.04


Tree=625
num_leaves=31
num_cat=10
split_feature=8 8 0 0 11 12 2 2 1 2 1 0 3 0 12 2 0 2 4 4 3 12 1 17 8 12 6 0 2 4
split_gain=1.24392 1.06959 1.62943 1.0123 0.978046 1.46512 1.1902 1.25112 1.04096 1.01693 0.929422 0.838879 0.743326 1.81006 1.02485 1.15601 1.01246 1.9704 1.08294 1.89484 0.81608 0.785603 0.846947 0.825512 1.14932 0.833721 1.01216 0.855695 0.845944 0.703377
threshold=0 1 37.250000000000007 46.250000000000007 2 3 38.500000000000007 3.5000000000000004 5.5000000000000009 54.500000000000007 3.5000000000000004 16.750000000000004 2003.5000000000002 38.57500000000001 4 10.500000000000002 48.175000000000004 14.500000000000002 2867949500.0000005 9330535000.0000019 2011.5000000000002 5 4.5000000000000009 6 7 8 9 39.07500000000001 65.500000000000014 1158870000.0000002
decision_type=9 9 10 10 9 9 8 10 8 10 8 10 10 10 9 10 8 10 10 10 10 9 10 9 9 9 9 10 8 8
left_child=3 2 -2 29 5 6 7 -3 9 -8 -6 -9 16 -14 15 -15 18 -18 21 -20 -16 22 -12 -23 -25 26 27 -26 -29 -1
right_child=1 4 -4 -5 10 -7 8 11 -10 -11 12 -13 13 14 20 -17 17 -19 19 -21 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00025561178494577064 5.6738145909918108e-06 -8.3986829200881629e-05 -9.5678727830303962e-05 -4.4185300687686892e-05 0.0029200411387096284 1.1611982217729633e-06 -0.00035967456280154407 3.3209442552788463e-05 -0.00053471321418570035 -1.4429917925440349e-07 -7.7281175419514629e-05 -1.8948806676135631e-05 -0.00051379007689853038 0.00054724444855970946 -0.0006213788639210094 -5.1830748881798174e-06 -3.8566925794754074e-05 0.00025917173847691546 -9.404395728761728e-05 1.101296021296605e-05 -7.2695848956527704e-07 -2.1680924798985756e-05 0.00010498884731738656 -1.021690666174635e-05 -0.00012341655697465371 2.87558366552787e-05 -2.1434463413250172e-05 9.3961957054489181e-06 0.00073025582875146716 2.6680939312413443e-05
leaf_weight=27 57 29 65 28 44 436 26 49 31 43 51 62 36 45 37 86 32 30 46 62 79 157 241 126 32 571 112 67 25 191
leaf_count=27 57 29 65 28 44 436 26 49 31 43 51 62 36 45 37 86 32 30 46 62 79 157 241 126 32 571 112 67 25 191
internal_value=0.000143639 -0.000111607 -0.00360902 0.00280156 7.01481e-05 -0.00122271 -0.00366534 -0.00141844 -0.00712871 -0.00428571 0.000539683 0.000535714 0.00040305 -0.00147887 -0.000241935 0.00211268 0.000746941 0.00571429 0.000536553 -0.00330275 -0.00283465 0.000838756 0.00264026 0.000326975 0.000783898 0.00134474 -0.000647773 0.00177778 0.00387097 0.00383562
internal_weight=2923 2677 122 246 2555 676 240 140 100 69 1879 111 1835 283 247 131 1552 62 1490 108 116 1382 292 1090 933 807 236 124 92 218
internal_count=2923 2677 122 246 2555 676 240 140 100 69 1879 111 1835 283 247 131 1552 62 1490 108 116 1382 292 1090 933 807 236 124 92 218
cat_boundaries=0 29 50 53 55 56 58 59 82 84 85
cat_threshold=16 2048 4 0 2147483648 1 0 0 1 0 0 2048 0 0 268435456 0 0 0 0 2048 0 0 4194304 8 0 0 0 0 524288 1342177280 0 0 134217728 0 0 524288 2147483648 0 0 0 0 0 0 0 0 0 0 33554432 0 2147483648 67125283 65568 6144 68192576 2 16818178 68290560 32 18 0 4 0 0 0 0 0 0 0 0 0 4 2048 0 0 0 0 0 0 0 0 0 16777216 74784 2 14
is_linear=0
shrinkage=0.04


Tree=626
num_leaves=31
num_cat=10
split_feature=11 2 12 2 2 15 3 2 9 4 2 6 2 1 4 2 12 2 4 9 2 4 2 12 4 5 2 12 16 2
split_gain=1.39814 1.14734 1.10225 2.46072 2.4556 1.08306 1.44845 1.28248 1.17786 1.13732 1.04123 0.884995 1.09895 2.07725 0.881498 0.819571 1.00359 1.46653 1.48785 1.04986 0.987163 0.777538 0.75225 0.75193 1.24349 1.0994 0.837581 0.741783 0.848527 1.00369
threshold=0 4.5000000000000009 1 17.500000000000004 10.500000000000002 2 2010.5000000000002 22.500000000000004 3 3890.0000000000005 13.500000000000002 4 131.00000000000003 5.5000000000000009 152.50000000000003 24.500000000000004 5 5.5000000000000009 3890.0000000000005 6 11.500000000000002 481.00000000000006 15.500000000000002 7 6050.0000000000009 2.5000000000000004 39.500000000000007 8 9 49.500000000000007
decision_type=9 10 9 10 10 9 10 10 9 10 10 9 8 8 10 10 9 8 10 9 8 8 8 9 10 8 10 9 1 10
left_child=1 -1 3 4 -2 6 7 10 9 11 -4 14 13 21 -7 16 20 -18 19 -19 -10 -13 -21 26 25 -25 -17 28 29 -3
right_child=2 27 5 -5 -6 8 -8 -9 15 -11 -12 12 -14 -15 -16 23 17 18 -20 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00014063026977609639 -1.5670495227126936e-05 -3.5146187566681423e-05 -8.4647791910654746e-05 -5.3334491539374085e-05 0.001394655568507801 2.5359616456519517e-05 0.00055671698094336361 -3.9107313831721058e-07 0.00055795091282984544 8.3542057799377285e-05 -0.00020133664441466693 2.5547771486458259e-05 5.023538556024221e-05 -0.0017052674191063489 -9.5844179954234225e-05 -0.00061285972566302858 -0.0001873022591493978 9.1624512635277708e-05 -8.510544580673241e-05 -0.00028603841023162603 -3.4687316799164593e-06 -5.1753462599890558e-07 1.5135018348289008e-05 -9.2296402798623949e-05 4.83598403151575e-05 2.597873816704066e-05 -8.6630649034162842e-05 -8.8284764384383155e-07 0.00010078929342469679 3.1802633879749462e-05
leaf_weight=26 145 54 144 185 29 322 34 155 54 57 46 27 113 28 26 32 70 121 67 46 53 622 63 35 30 69 79 154 43 27
leaf_count=26 145 54 144 185 29 322 34 155 54 57 46 27 113 28 26 32 70 121 67 46 53 622 63 35 30 69 79 154 43 27
internal_value=-0.000108218 0.0024127 -0.000405558 -0.00243243 0.000914286 -7.8125e-05 -0.002 -0.00283237 0.000311688 0.00107794 -0.00502618 0.000807726 4.99376e-05 -0.000560472 0.00245125 -0.000958904 0 -0.00100529 0.000201342 0.0017316 0.00322034 -9.23077e-05 -0.00116667 -0.00284553 -0.000551724 -0.00266667 -0.00508197 0.00172043 0.00385185 0.00170732
internal_weight=2956 304 2652 359 174 2293 379 345 1914 1195 190 1138 790 677 348 719 474 367 297 230 107 649 109 245 134 104 111 278 124 81
internal_count=2956 304 2652 359 174 2293 379 345 1914 1195 190 1138 790 677 348 719 474 367 297 230 107 649 109 245 134 104 111 278 124 81
cat_boundaries=0 3 4 5 7 8 10 12 14 16 17
cat_threshold=2147532800 2147484160 1 68160512 2282749952 1073741953 18448 274 8288 2 0 4256 34 32 1132576 32 2
is_linear=0
shrinkage=0.04


Tree=627
num_leaves=31
num_cat=13
split_feature=7 12 8 7 10 0 12 12 9 4 12 0 4 0 6 5 0 17 4 5 13 0 0 5 4 0 5 4 13 0
split_gain=3.4463 1.82986 1.47814 1.22772 1.50094 1.48239 1.11482 1.01885 0.923562 0.954999 1.01568 0.770673 1.13052 1.05803 0.725329 0.924009 0.616331 0.538868 0.819792 0.758549 0.508901 0.503338 0.501289 0.80386 0.492269 0.516678 0.480869 0.410727 0.353483 0.335168
threshold=0 1 2 3 4 10.500000000000002 5 6 7 456.00000000000006 8 38.57500000000001 972430000.00000012 12.250000000000002 9 1.0000000180025095e-35 32.500000000000007 10 4350.0000000000009 4.5000000000000009 11 38.20000000000001 25.500000000000004 1.5000000000000002 29019565000.000004 40.250000000000007 7.0000000000000009 520.00000000000011 12 26.500000000000004
decision_type=9 9 9 9 9 10 9 9 9 8 9 10 8 10 9 10 10 9 10 8 9 10 8 10 8 10 8 10 9 10
left_child=7 11 -3 5 -5 -4 28 -1 -6 -10 17 13 27 -2 15 -12 29 18 19 -11 -14 -18 -19 -24 -22 -26 -16 -13 -7 -8
right_child=1 2 3 4 8 6 16 -9 9 10 14 12 20 -15 26 -17 21 22 -20 -21 24 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-7.0644826022814302e-06 -6.6369878565026856e-05 -5.9925802601341615e-05 0.00025168082862080609 -0.0001871221124928013 0.0002050329671179796 -1.9194123084673719e-05 -1.6234798219585401e-05 -0.00011654833363273554 -2.3013704793015678e-05 -8.0990977355668289e-05 5.7961163475681589e-05 -9.8855270860553907e-06 7.1343911045573805e-07 2.0355067702908513e-05 8.6719545849405221e-05 -5.4796402245322895e-05 -0.00061418125661781174 -3.4110314489055326e-06 9.508755709926931e-05 2.3787278619025186e-06 0.00019655484655793033 -0.00010246879656101272 4.2645759894881505e-05 0.00069913573110646609 3.4467881215576313e-05 -6.9685135942165747e-06 -3.7277887228519544e-05 -0.00057356769296909246 1.1336537148807224e-05 1.8576108000445402e-05
leaf_weight=100 58 105 40 120 116 103 168 109 43 27 77 25 195 265 26 32 29 98 30 66 30 129 372 42 141 51 204 27 103 29
leaf_count=100 58 105 40 120 116 103 168 109 43 27 77 25 195 265 26 32 29 98 30 66 30 129 372 42 141 51 204 27 103 29
internal_value=0 0.00038378 -0.000274112 0 0.000712025 -0.00147059 -0.00202847 -0.00481818 0.00117133 0.000758755 0.00102564 0.00199253 0.000978723 0.00351852 -0.000742857 0.00183333 -0.00333333 0.00195046 -0.000447761 -0.00234043 0.00167464 -0.00528302 0.0025239 0.00318072 0.00291845 0.00227979 -0.0019917 -0.0045283 0.000368664 -0.00191919
internal_weight=2960 2751 1959 1854 1253 601 561 209 1133 1017 974 792 469 323 339 109 355 635 123 93 417 158 512 414 222 192 230 52 206 197
internal_count=2960 2751 1959 1854 1253 601 561 209 1133 1017 974 792 469 323 339 109 355 635 123 93 417 158 512 414 222 192 230 52 206 197
cat_boundaries=0 18 20 50 67 68 69 71 73 75 76 77 78 79
cat_threshold=0 268435456 536870912 524288 0 2 0 805306368 33554432 536870912 0 64 128 0 0 32 128 384 180512 2 0 0 0 0 0 1 0 0 0 0 0 2048 0 0 0 0 0 0 33554432 8192 0 0 4194304 0 0 0 0 0 0 8192 2 129 1056768 0 2 0 131072 131072 0 0 8192 128 16 0 0 0 4112 17 16785410 65602 32 1 8336 3138 32 260 7 2 10
is_linear=0
shrinkage=0.04


Tree=628
num_leaves=31
num_cat=11
split_feature=12 9 0 0 17 13 4 4 5 9 0 3 3 3 12 0 3 4 0 12 3 3 4 18 13 12 1 9 0 4
split_gain=1.21377 1.31925 1.77776 0.980906 1.02581 1.47697 1.47514 1.08286 1.15983 0.933435 0.890085 0.721081 0.715726 0.659947 0.827241 1.36785 0.655036 0.64594 0.833008 0.500246 1.89809 0.539042 0.467195 0.458999 0.85053 0.987054 0.409536 0.407618 0.974807 0.60578
threshold=0 1 39.07500000000001 52.740000000000002 2 3 237200.00000000003 313.50000000000006 3.5000000000000004 4 36.400000000000006 2018.5000000000002 2020.5000000000002 2018.5000000000002 5 43.675000000000004 2012.5000000000002 83116615000.000015 45.425000000000004 6 2009.5000000000002 2022.5000000000002 8015305000.000001 7 8 9 2.5000000000000004 10 35.250000000000007 19000.000000000004
decision_type=9 9 10 10 9 9 10 10 8 9 10 10 8 8 9 8 8 8 10 9 8 8 10 9 9 9 10 9 10 8
left_child=9 13 10 4 5 7 -7 8 -4 11 16 27 -10 -2 15 26 -3 -6 19 -19 -21 -22 -8 -18 25 -25 -15 -1 -29 -30
right_child=1 2 3 -5 17 6 22 -9 12 -11 -12 -13 -14 14 -16 -17 23 18 -20 20 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=2.4575956148709112e-06 -0.00013652387965393587 1.5335454302061182e-05 -1.2098931054183027e-05 -2.4145238276460645e-05 2.5446408818723398e-05 8.733579105935973e-05 -0.00018306017241194185 8.1485804969716474e-06 -0.00048205689858974669 -2.063688173031153e-05 -0.0003612958527196497 0.00042047021922734021 -0.00095301111773462568 2.6657578598516808e-05 -3.372002283239084e-05 0.00047152736746170377 -0.00010163988699645188 -7.1884307864422678e-07 3.694062839500134e-05 0.00054258155964880927 -6.7371813106085205e-05 1.0327499584512623e-05 -8.5809431901395786e-07 -2.2251024003665521e-05 2.3195503987949451e-06 -8.2250418903129229e-06 -0.00010141235349152567 6.6815122022276794e-05 2.9766586479098578e-05 5.4029434895852549e-06
leaf_weight=485 111 47 33 41 75 188 25 48 27 157 37 27 30 38 120 25 33 241 43 33 28 154 25 145 193 190 109 52 25 142
leaf_count=485 111 47 33 41 75 188 25 48 27 157 37 27 30 38 120 25 33 241 43 33 28 154 25 145 193 190 109 52 25 142
internal_value=-0.000293716 -0.000829268 -0.000315726 0.000745968 0.00100946 -0.000620155 0.00128514 -0.00375839 -0.00659341 0.000934372 -0.00195046 0.00153639 -0.01 -0.00285024 -0.00191126 0 -0.00157635 0.00205128 0.00156 0.00105033 0.00238938 0.000874317 -0.00470588 -0.0019573 -0.00166352 -0.00283237 -0.00148649 0.00130496 0.00269565 0.00130952
internal_weight=2927 2039 1636 991 950 376 238 138 90 888 645 731 57 403 292 172 608 574 499 456 215 182 50 561 528 335 147 704 219 167
internal_count=2927 2039 1636 991 950 376 238 138 90 888 645 731 57 403 292 172 608 574 499 456 215 182 50 561 528 335 147 704 219 167
cat_boundaries=0 1 3 4 5 7 9 11 12 13 14 16
cat_threshold=181536 131072 16516 14 4 0 22548 1056770 32 2114 2 4 10 73794 0 2048
is_linear=0
shrinkage=0.04


Tree=629
num_leaves=31
num_cat=10
split_feature=7 8 12 7 4 12 4 2 11 2 12 0 2 2 2 0 2 0 5 13 6 2 2 0 0 2 11 2 2 2
split_gain=2.09198 2.1807 2.20533 1.71329 1.66486 1.30814 1.70077 1.19668 1.10265 1.09026 1.06622 1.09234 1.03442 1.44744 0.977183 0.955255 0.822538 1.09981 0.79482 0.717464 1.02919 0.997423 0.933663 0.766872 0.700397 0.803963 0.789784 1.75405 0.925703 0.726778
threshold=0 1 2 3 8048725000.000001 4 133.00000000000003 14.500000000000002 5 32.500000000000007 6 47.250000000000007 111.00000000000001 229.00000000000003 92.500000000000014 14.500000000000002 414.00000000000006 42.710000000000008 2.5000000000000004 7 8 23.500000000000004 10.500000000000002 40.250000000000007 40.250000000000007 26.500000000000004 9 9.5000000000000018 49.500000000000007 71.500000000000014
decision_type=9 9 9 9 8 9 8 10 9 10 9 10 10 10 8 10 10 10 8 9 9 10 10 10 10 10 9 10 10 10
left_child=10 2 -2 14 -4 18 -7 -6 -8 15 -1 -12 -11 -14 -3 -10 17 -16 -5 21 23 -17 -22 -21 26 -26 27 -20 -29 -30
right_child=1 3 4 5 7 6 8 -9 9 12 11 -13 13 -15 16 19 -18 -19 24 20 22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=4.8790749594331829e-05 4.2456684364466926e-05 -5.8710397161689799e-05 2.7868072481993523e-05 -0.00012953516334516025 -4.6765654113585241e-05 0.00050910065325396661 4.0621590114788831e-05 3.1439345865180712e-06 -0.00029960507708359785 2.6371677754788438e-05 1.8306635767757485e-05 -5.1648584136003705e-05 -0.0005520353543263212 7.1934847247447919e-05 5.9501820025857912e-05 -1.5380299886800232e-05 -0.00021776018396650444 -0.00014784259093627127 -0.00025903514415041683 -1.9058846923769579e-05 -6.4128867521162653e-07 -0.00011542345978678981 2.3654845100438137e-05 -0.00015049545314560931 0.00072704056693822855 -1.8559535297200114e-05 -7.0498048821079356e-05 1.6178279937264507e-05 -3.9766816861046549e-05 2.5943819240623611e-05
leaf_weight=102 127 197 34 46 49 26 120 135 43 246 318 31 30 35 61 181 30 32 27 106 185 36 109 41 29 25 345 126 33 39
leaf_count=102 127 197 34 46 49 26 120 135 43 246 318 31 30 35 61 181 30 32 27 106 185 36 109 41 29 25 345 126 33 39
internal_value=8.14941e-05 -0.000375399 0.00252809 -0.000852246 0 -0.000369766 0.000444825 -0.00151351 0.000211827 -0.000234604 0.00255411 0.00138889 0.00173077 -0.00272727 -0.00350453 -0.00111111 -0.000806452 0.00106383 -0.00176211 -0.000728376 0.000221239 -0.00254386 0.00157377 -0.00240506 -0.001408 0.00290909 -0.00182137 8.47458e-05 0.00140704 -0.00219178
internal_weight=2944 2493 345 2148 218 1828 1158 184 1132 1012 451 349 311 65 320 701 123 93 670 658 441 217 294 147 624 54 570 225 198 72
internal_count=2944 2493 345 2148 218 1828 1158 184 1132 1012 451 349 311 65 320 701 123 93 670 658 441 217 294 147 624 54 570 225 198 72
cat_boundaries=0 18 47 49 66 68 71 72 73 74 76
cat_threshold=16387 16 1140858880 2105856 32 0 0 536879104 33554432 8192 32768 64 16 268435456 67108864 0 1073741952 32896 268435456 2056 0 0 65536 0 0 0 0 0 0 2048 0 1048576 0 0 0 0 33554432 2048 384 0 0 8 0 0 64 0 524288 16777568 32 268435456 0 536870912 526336 65538 8256 0 268435456 2048 134217744 32 0 128 0 0 0 4096 83889472 32 49152 8704 524288 223232 12 384 32800 2147484672
is_linear=0
shrinkage=0.04


Tree=630
num_leaves=31
num_cat=12
split_feature=7 12 7 12 2 8 5 13 2 2 2 9 6 7 3 2 2 2 5 2 18 6 2 3 2 3 6 1 2 2
split_gain=2.6103 2.01852 1.83953 1.48059 2.68617 1.23879 1.14387 1.11941 0.958524 1.10691 1.29977 0.989651 0.793362 0.9601 1.00347 0.904773 1.47253 0.77207 1.2608 0.735863 0.716218 0.709574 0.690102 0.688869 0.662578 0.656916 0.827402 1.40625 0.636909 0.633219
threshold=0 1 2 3 41.500000000000007 4 5.5000000000000009 5 332.00000000000006 136.50000000000003 92.500000000000014 6 7 8 2016.5000000000002 229.00000000000003 147.50000000000003 16.500000000000004 7.0000000000000009 4.5000000000000009 9 10 11.500000000000002 2012.5000000000002 66.500000000000014 2016.5000000000002 11 5.5000000000000009 85.500000000000014 3.5000000000000004
decision_type=9 9 9 9 8 9 8 9 10 10 10 9 9 9 8 10 10 10 8 10 9 9 8 8 10 10 9 8 10 10
left_child=1 7 6 8 5 -5 -2 19 9 10 11 -4 -6 14 -14 16 28 -7 -19 -1 -9 -20 -8 -24 -22 26 27 -13 -15 -28
right_child=2 -3 3 4 12 17 22 20 -10 -11 -12 25 13 15 -16 -17 -18 18 21 -21 24 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00096371695594790199 5.4991412433054169e-05 9.8187296735829934e-07 -0.00011323361839401969 -4.5546742333435479e-05 1.14212740309938e-05 -8.0337374001260283e-06 0.000383562567410074 -6.0294615598621702e-05 -0.00019862385460122311 2.4906066471004352e-05 -0.00029055183331024639 1.1557047964672052e-06 2.0039567461154207e-05 4.1538838639603171e-05 -3.1759167438849544e-06 0.00062482248223112442 -0.00014295581729669492 -8.8582292611576462e-05 9.9943417001924224e-07 -0.00029428609270762965 1.8247741417170005e-05 5.7889858935524784e-05 2.1298214317475583e-05 -1.5837452868368017e-05 -0.00014332483447802247 4.4014952815345512e-05 -8.6087138270016792e-05 0.00010642008284023063 3.9061720607449502e-05 -1.9626920133930525e-06
leaf_weight=34 53 269 111 110 130 494 56 42 28 37 25 90 29 154 81 29 25 37 106 110 105 138 50 83 31 33 55 29 37 303
leaf_count=34 53 269 111 110 130 494 56 42 28 37 25 90 29 154 81 29 25 37 106 110 105 138 50 83 31 33 55 29 37 303
internal_value=0.000123499 -0.00222591 0.000728363 0.000334608 0.00110065 -0.00020316 0.00395257 -0.00432432 -0.00113573 -0.000847953 -0.00123648 -0.000868167 0.00349794 0.00442623 0.000991736 0.00585938 0.00516129 0.000381679 0.00205674 -0.00696774 -0.00190476 0.00310204 0.00263158 0.00104478 -0.000583942 -7.67754e-05 -0.000460251 0.00230769 0.00635417 -0.00140921
internal_weight=2914 591 2323 2081 1370 885 242 322 711 683 646 621 485 355 110 245 216 775 281 144 178 244 189 133 136 510 477 119 191 358
internal_count=2914 591 2323 2081 1370 885 242 322 711 683 646 621 485 355 110 245 216 775 281 144 178 244 189 133 136 510 477 119 191 358
cat_boundaries=0 17 18 36 38 59 60 62 63 72 73 74 75
cat_threshold=0 268435456 68165632 264196 524288 8256 0 805306368 0 268435504 8192 384 268435584 268435456 0 32 1073745936 68356194 16387 16 1610612736 2097152 32 0 4194304 8192 0 134217728 32768 0 0 0 0 0 128 128 85002240 32 0 8 0 0 0 0 0 0 0 0 0 4 0 512 0 0 0 0 0 0 128 10 1 16420 148 0 128 0 0 0 0 131072 0 2048 4 72 212
is_linear=0
shrinkage=0.04


Tree=631
num_leaves=31
num_cat=8
split_feature=7 7 8 0 9 2 6 0 2 4 8 2 4 5 2 3 5 2 2 2 2 2 1 9 2 6 3 2 3 3
split_gain=2.89808 1.81808 2.32934 1.57612 1.2087 1.22612 1.09392 1.14832 1.07944 0.995254 0.973593 0.966428 1.03132 0.795647 0.87279 0.814054 0.782908 0.746166 1.32471 0.732835 1.16957 1.10973 0.72554 0.676253 1.09173 0.813684 1.50168 1.16641 1.03767 0.839342
threshold=0 1 2 51.32500000000001 3 6.5000000000000009 4 38.57500000000001 29.500000000000004 31889.500000000004 5 129.50000000000003 6373145000.000001 5.5000000000000009 6.5000000000000009 2004.5000000000002 4.5000000000000009 37.500000000000007 55.500000000000007 30.500000000000004 74.500000000000014 22.500000000000004 5.5000000000000009 6 10.500000000000002 7 2010.5000000000002 21.500000000000004 2001.5000000000002 2021.5000000000002
decision_type=9 9 9 10 9 8 9 10 8 8 9 10 8 8 8 10 8 10 10 8 10 10 8 9 8 9 8 10 8 8
left_child=4 19 13 10 -1 -6 7 8 -7 -8 -4 12 22 -3 -15 17 -11 -16 -19 21 -21 -2 -12 24 -14 28 27 -27 -25 -28
right_child=1 2 3 -5 5 6 9 -9 -10 16 11 -13 23 14 15 -17 -18 18 -20 20 -22 -23 -24 25 -26 26 29 -29 -30 -31
leaf_value=-4.2809571236865904e-05 2.4396172323228883e-05 -4.6510493141482816e-06 -5.5967530796294797e-05 -0.00017724486156730278 -0.00019849965987166486 -7.3138076750218773e-05 4.4686891452059284e-05 0.00021717888773174822 1.1424615285058337e-05 -0.00042076532535979539 -0.00011189307736174214 2.3420641366840299e-05 1.0115111088992991e-05 -4.0418398734516357e-05 0.00010080086599892013 8.3062058615013259e-05 -4.867967043225008e-05 -0.0002077865071142071 3.1796607755580906e-05 7.7790457387365571e-05 7.806381822632603e-06 -0.0001001351500981329 4.8360777974565397e-06 -0.00048907807702121883 -0.0007863205113355676 1.7033245500783779e-05 -0.00014622401757641512 0.0021962372080253801 -3.3520528056385504e-07 1.3220048404392061e-05
leaf_weight=132 134 90 138 31 78 26 27 130 66 27 104 118 69 30 153 37 97 25 62 87 69 26 40 30 70 32 57 39 595 319
leaf_count=132 134 90 138 31 78 26 27 130 66 27 104 118 69 30 153 37 97 25 62 87 69 26 40 30 70 32 57 39 595 319
internal_value=-9.52705e-05 0.000532544 8.78049e-05 -0.000580762 -0.00259259 -0.00151515 -0.000588235 0.00120172 -0.00215054 -0.00308642 -0.000409429 -9.43396e-05 -0.00039823 0.00279412 0.00383117 0.00453237 -0.0048 0.00365145 0.000681818 0.00330275 0.00535032 0.00149068 -0.00358621 -1.65017e-05 -0.00253333 0.00033241 0.00161572 0.00694444 -0.000597484 0.000636605
internal_weight=2938 2355 2039 1642 583 451 373 222 92 151 1611 1473 1355 397 307 277 124 240 87 316 156 160 144 1211 139 1072 447 71 625 376
internal_count=2938 2355 2039 1642 583 451 373 222 92 151 1611 1473 1355 397 307 277 124 240 87 316 156 160 144 1211 139 1072 447 71 625 376
cat_boundaries=0 17 31 60 62 63 86 88 89
cat_threshold=131074 268435473 537919488 262148 589824 8258 0 268435456 33554432 8208 32800 8256 0 0 0 32 1073746064 0 0 1073741824 2621440 0 134219776 4194304 536879104 65536 134217728 8192 256 0 268435456 16 2056 0 0 2147483648 0 262144 2147483648 0 0 0 0 8192 512 0 0 0 0 0 0 128 0 0 0 0 268435456 64 0 524288 0 16404 138 268435456 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 0 2147483648 0 4194304 1073741824 4240 392
is_linear=0
shrinkage=0.04


Tree=632
num_leaves=31
num_cat=8
split_feature=7 8 12 3 12 2 2 2 2 2 0 2 2 6 2 0 2 3 9 1 2 3 2 12 2 3 2 6 2 2
split_gain=3.00216 2.14199 1.89369 2.14137 1.6607 1.60261 1.5747 1.56957 1.55113 1.22751 1.13815 1.08053 0.993735 0.976499 0.965009 0.978864 0.894873 0.890206 1.40443 1.60279 1.98753 0.894979 0.888826 0.832668 0.808676 0.75848 0.991239 0.704518 0.855184 1.02011
threshold=0 1 2 2015.5000000000002 3 34.500000000000007 2.5000000000000004 131.00000000000003 99.000000000000014 39.500000000000007 40.675000000000004 4.5000000000000009 542.50000000000011 4 37.500000000000007 42.250000000000007 3.5000000000000004 1999.5000000000002 5 5.5000000000000009 13.500000000000002 2004.5000000000002 34.500000000000007 6 19.500000000000004 2004.5000000000002 220.50000000000003 7 41.500000000000007 27.500000000000004
decision_type=9 9 9 10 9 8 10 10 8 10 10 10 10 9 8 10 8 8 9 10 10 8 10 9 10 8 10 9 10 8
left_child=4 11 7 14 8 6 -6 17 10 -7 13 16 -9 24 15 -4 -2 -3 21 20 -20 -19 -22 27 -1 -16 -27 28 29 -23
right_child=1 2 3 -5 5 9 -8 12 -10 -11 -12 -13 -14 -15 25 -17 -18 18 19 -21 22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-7.0382522976402125e-05 2.2839963663940921e-05 -0.00025672368673340884 -3.8382965019927439e-05 -0.00046253533192146533 -2.778300241203624e-05 -0.00064075286413086015 3.7367749585754954e-05 0.00014267056341083162 1.8777356223793617e-05 -4.4213754504340843e-06 -0.00065292527942169439 2.0540661510395354e-05 4.3661301469200001e-06 -2.8270574447546438e-05 8.7689907299299825e-05 -0.00014878394578758504 -0.00096961013169362788 0.0011251479182228152 0.00023482503037971724 -0.00055219900606061855 -0.0008173856122216705 1.782594234235546e-05 9.6460600230940937e-06 3.2362528756202383e-05 -0.00010541561312486181 4.7291000943516795e-06 -0.00048114431399000069 -1.6338097846002597e-05 -0.00010764824419350561 0.0012260683835323149
leaf_weight=54 33 53 252 44 35 29 158 58 70 166 38 334 31 131 28 33 25 32 100 27 39 93 26 362 125 273 35 160 34 32
leaf_count=54 33 53 252 44 35 29 158 58 70 166 38 334 31 131 28 33 25 32 100 27 39 93 26 362 125 273 35 160 34 32
internal_value=0.000151151 0.000945626 0.000325015 -0.00133136 -0.00190942 0 0.00257732 0.00137996 -0.00363636 -0.00255102 -0.00481375 0.0035732 0.00644444 -0.00398714 -0.00073955 -0.00244755 -0.00135593 0.000917623 0.00121413 -0.0017734 -0.000361446 0.00201657 -0.00575758 0.00173021 -0.00578947 0.000712166 0.00012945 0.000181818 0.002 0.00365079
internal_weight=2910 2104 1712 665 806 388 193 1047 418 195 348 392 89 310 621 285 58 958 905 192 165 713 65 681 179 336 308 319 159 125
internal_count=2910 2104 1712 665 806 388 193 1047 418 195 348 392 89 310 621 285 58 958 905 192 165 713 65 681 179 336 308 319 159 125
cat_boundaries=0 18 47 49 51 52 54 55 56
cat_threshold=147456 17 0 2052 524322 0 131072 272629760 65536 32 32768 0 128 268435456 0 32 16 256 0 8 0 0 2147549184 0 262144 0 0 0 0 133124 0 1048576 0 0 0 0 0 10240 256 0 0 0 0 16384 0 0 524288 1163362 2 68190498 32 264 0 22676 65538 138
is_linear=0
shrinkage=0.04


Tree=633
num_leaves=31
num_cat=15
split_feature=8 12 7 17 3 3 3 4 3 7 8 9 3 3 3 17 1 4 9 12 1 1 6 7 11 1 16 4 4 16
split_gain=2.68486 1.90192 1.47133 1.05048 1.41108 0.958454 1.39258 0.939494 1.00594 0.875761 0.860936 0.830172 1.197 0.802378 0.791542 0.778805 1.15511 0.831559 0.743089 0.807521 1.2788 1.08557 0.860656 0.643548 0.745615 0.626526 0.564049 0.517886 0.47699 0.391008
threshold=0 1 2 3 2017.5000000000002 2014.5000000000002 2004.5000000000002 3215.5000000000005 1984.5000000000002 4 5 6 2024.5000000000002 2016.5000000000002 2003.5000000000002 7 5.5000000000000009 3500075000.0000005 8 9 5.5000000000000009 4.5000000000000009 10 11 12 4.5000000000000009 13 8015305000.000001 29019565000.000004 14
decision_type=9 9 9 9 8 10 10 8 10 9 9 9 8 8 10 9 8 8 9 9 10 8 9 9 9 8 1 8 8 1
left_child=5 2 -2 4 -4 6 7 -1 29 -3 28 13 -13 -5 15 16 17 -12 19 21 25 -17 26 -14 -25 -21 -23 -6 -11 -9
right_child=1 9 3 11 27 -7 -8 8 -10 10 14 12 23 -15 -16 18 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.0704006603153859e-05 -4.6767286645881261e-05 -0.00015347410976257692 9.9639331195220391e-05 -0.00022890748031109353 -4.2999479485033024e-05 -6.4445656013774062e-05 0.00025074118692877792 4.1107228122712057e-05 -5.2084237572316283e-05 -3.0876026718829052e-06 -9.8710937410686491e-05 4.3069553940568996e-05 -7.8192251272923841e-07 6.2479788114089271e-05 -5.5532220436944614e-05 -0.00027369199444443381 -0.00037543680226541197 1.4961030932667541e-05 2.9194983339166925e-05 1.246113320220843e-05 3.1669062594019694e-05 2.2221903908459241e-05 -9.8946806210520318e-06 9.7589430804845277e-07 3.5977695363698105e-05 -8.5884401453988345e-05 3.3320465951192091e-06 -8.6320093846126156e-05 -0.00018497710989887395 2.1560733273062739e-06
leaf_weight=31 120 104 25 49 53 25 25 220 34 28 25 201 204 59 139 41 29 63 187 25 47 91 116 162 341 172 151 81 78 36
leaf_count=31 120 104 25 49 53 25 25 220 34 28 25 201 204 59 139 41 29 63 187 25 47 91 116 162 341 172 151 81 78 36
internal_value=0.000377995 -8.45503e-05 0.000995406 0.00143339 -0.00152941 0.00350785 0.00414986 0.00341615 0.00412371 -0.00116297 -0.000831255 0.00190847 0.00230686 -0.00134454 -0.00047402 -6.32911e-05 -0.00296875 -0.000898876 0.000380499 -0.000275229 -0.00203922 0.000829268 0.00155989 0.00155367 0.00229572 -0.00353535 0.00284585 -0.00325926 -0.00410256 0.00498054
internal_weight=2962 2591 1295 1175 159 371 346 321 290 1296 1192 1016 908 108 1086 947 117 88 830 643 244 399 358 707 503 197 242 134 106 256
internal_count=2962 2591 1295 1175 159 371 346 321 290 1296 1192 1016 908 108 1086 947 117 88 830 643 244 399 358 707 503 197 242 134 106 256
cat_boundaries=0 29 31 48 49 61 77 79 80 82 84 85 102 103 104 105
cat_threshold=16 8 0 134217728 2147483648 0 0 0 0 32768 0 131076 8192 1024 0 0 0 0 0 10240 0 524288 0 8 0 0 64 0 524288 16932962 2 131075 128 68165632 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 8 0 1 0 0 32 0 0 268435456 0 32 32 384 0 0 0 0 0 0 0 2147483648 0 0 0 0 2048 512 0 4096 0 176 22 0 22528 99328 32 140 0 0 0 4 0 0 131072 0 67584 0 0 0 0 0 0 0 16 32772 2 2
is_linear=0
shrinkage=0.04


Tree=634
num_leaves=31
num_cat=11
split_feature=7 4 7 3 9 0 2 17 12 6 12 11 4 3 3 11 2 3 0 0 2 3 3 0 12 0 3 2 12 0
split_gain=3.83976 1.26711 1.23602 2.28206 1.46978 1.39152 1.2768 1.04152 1.29537 0.91283 1.48606 0.744031 1.31696 0.718308 0.787357 0.803719 0.949569 0.778238 0.690086 0.681765 1.20816 0.856102 0.680988 0.671456 0.646437 0.663669 0.931538 0.816027 0.626728 0.994008
threshold=0 775.00000000000011 1 2012.5000000000002 2 40.250000000000007 119.00000000000001 3 4 5 6 7 111.00000000000001 2017.5000000000002 2021.5000000000002 8 3.5000000000000004 1998.5000000000002 33.175000000000004 26.500000000000004 22.500000000000004 2012.5000000000002 2014.5000000000002 43.175000000000004 9 23.500000000000004 1971.5000000000002 90.500000000000014 10 35.850000000000009
decision_type=9 8 9 10 9 10 10 9 9 9 9 9 10 8 8 9 10 10 10 10 10 10 10 10 9 10 10 8 9 10
left_child=1 -1 3 5 7 -2 19 -4 13 10 -3 22 24 17 -15 -16 -17 -9 -18 20 -6 -21 -10 -12 -13 -26 27 -27 -11 -30
right_child=2 9 4 -5 6 -7 -8 8 11 28 23 12 -14 14 15 16 18 -19 -20 21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00043037484821958574 4.8500654267513708e-05 -2.5168776969053396e-05 -5.5339120583468571e-05 -6.8865127351358529e-05 -0.00064054578228386558 -4.3063710601032312e-05 0.0005347397286220002 -3.8615147703779938e-06 -4.6342013733067232e-05 -8.1023077294020143e-05 1.7786740529857072e-05 1.3215394231593791e-05 -4.3640585016255785e-05 -9.9638081286386189e-05 2.4901393369702873e-06 -4.9627844128821155e-05 3.5775270604219143e-05 2.9015522826405517e-05 0.00015068180952273024 2.9097985028911922e-05 2.8027184005594562e-05 0.00054793313990355588 2.8713558610533597e-05 -0.00011461642092847057 -1.5447876442529208e-05 0.00040671785842256726 -0.00013055517972460962 -4.4145440077869584e-05 5.0666150446616596e-05 -3.9058200623713901e-05
leaf_weight=41 148 117 121 29 25 29 53 30 403 108 251 101 38 25 317 29 29 60 86 392 29 46 47 29 140 53 29 27 25 83
leaf_count=41 148 117 121 29 25 29 53 30 403 108 251 101 38 25 317 29 29 60 86 392 29 46 47 29 140 53 29 27 25 83
internal_value=0.000394424 -0.00228571 0.00116674 0.0040553 0.000860832 0.00595506 0.0026259 0.000219922 0.000533333 -0.00185668 -0.000637255 -0.000471143 0.000802005 0.00197615 0.0013963 0.00177489 0.00412903 0.00527473 0.00603448 0.0020284 -0.00218182 0.00255125 -0.00156182 0.000962199 0.00159544 0.000384615 0.00272727 0.00493827 -0.00387665 -0.00134454
internal_weight=2940 654 2286 206 2080 177 545 1535 1414 613 397 838 388 576 486 461 144 90 115 492 54 438 450 280 350 249 109 80 216 108
internal_count=2940 654 2286 206 2080 177 545 1535 1414 613 397 838 388 576 486 461 144 90 115 492 54 438 450 280 350 249 109 80 216 108
cat_boundaries=0 18 35 37 38 40 41 42 45 46 47 49
cat_threshold=0 17 605298688 2560 65536 66 0 805306368 65536 8208 32800 128 268435600 0 0 0 4112 768 0 0 1073741824 2097156 0 0 0 0 0 134217760 0 256 0 268435456 0 0 128 1073741825 14368 36 68232512 2 138 83929088 32772 1024 524288 16420 16810016 65602 32
is_linear=0
shrinkage=0.04


Tree=635
num_leaves=31
num_cat=11
split_feature=7 8 12 7 4 2 2 9 2 12 2 2 0 12 0 5 4 12 13 7 2 12 0 2 2 2 0 2 2 2
split_gain=2.15427 1.10994 1.4911 2.06682 1.97789 1.46583 1.84211 1.25145 1.156 1.12981 0.979646 1.67126 1.07711 1.66355 1.27791 0.959946 1.05501 0.95798 0.820047 1.00907 2.201 0.865086 0.793491 0.762778 0.726358 0.712596 0.699917 0.66511 1.25203 0.648428
threshold=0 1 2 3 6373145000.000001 105.50000000000001 37.500000000000007 4 229.00000000000003 5 6.5000000000000009 10.500000000000002 30.500000000000004 6 10.500000000000002 3.5000000000000004 45.000000000000007 7 8 9 15.500000000000002 10 44.07500000000001 10.500000000000002 15.500000000000002 49.500000000000007 27.250000000000004 1.5000000000000002 3.5000000000000004 79.500000000000014
decision_type=9 9 9 9 10 8 10 9 10 9 8 10 10 9 8 8 10 9 9 9 8 9 10 8 10 10 10 8 8 8
left_child=17 5 18 -4 7 6 9 10 -7 -2 -5 22 14 -14 -13 -9 29 -1 21 20 -20 -3 -12 -23 -25 -22 -26 -21 -29 -17
right_child=1 2 3 4 -6 8 -8 15 -10 -11 11 12 13 -15 -16 16 -18 -19 19 27 25 23 -24 24 26 -27 -28 28 -30 -31
leaf_value=3.7228083118634458e-06 -1.9202011488701487e-05 -3.2785884297297231e-05 1.7489152162859513e-05 -0.00050627869460853961 -0.00023074368695262138 -0.00065841857225404257 0.00022864434463926387 -1.2336600656617237e-05 5.7937077112910632e-05 2.1188634707414167e-05 0.00016822409032144492 -0.00016491685467819649 1.0258677149721507e-06 -0.00014096346044858876 9.6553725175141381e-06 0.00016354403269765782 0.0014504725062106873 -5.8804104961751592e-05 -0.00025093639645159985 0.00010630563316496477 6.6767776684528713e-06 4.3155413206719122e-05 -5.465540301866412e-05 -2.1018300736415084e-05 2.3573110525347829e-05 -4.3116074498783517e-05 7.6076526606883022e-06 -0.00016890381759708363 -8.619040585315929e-06 -3.8426809262936958e-05
leaf_weight=107 101 109 266 86 29 34 57 100 36 163 89 32 141 121 85 153 37 213 28 29 48 33 34 31 47 31 102 41 524 34
leaf_count=107 101 109 266 86 29 34 57 100 36 163 89 32 141 121 85 153 37 213 28 29 48 33 34 31 47 31 102 41 524 34
internal_value=2.03943e-05 0.000402736 5.35475e-05 0.00100164 0.000105042 0.00233831 0.00354037 0.000438116 -0.0028169 0.00211321 -0.00066778 0 -0.00131579 -0.00273764 0.00186441 0.00238806 0.00391111 -0.00302115 -0.00106383 -0.00182584 -0.00525424 0.000600601 0.00403226 0.00205357 0.00110497 -0.00225 0.00226667 -0.00112397 -0.00144876 0.00265957
internal_weight=2941 2621 2230 1207 941 391 321 912 70 264 588 502 379 262 117 324 224 320 1023 701 107 322 123 213 180 79 149 594 565 187
internal_count=2941 2621 2230 1207 941 391 321 912 70 264 588 502 379 262 117 324 224 320 1023 701 107 322 123 213 180 79 149 594 565 187
cat_boundaries=0 18 45 47 64 66 68 69 70 71 88 90
cat_threshold=131072 129 603979776 2048 32 0 0 268435456 0 16 32 0 144 0 67108864 0 0 384 16 4 4 134217728 2147549184 0 0 0 1 0 0 2052 8192 1048576 0 0 0 0 4096 10240 0 0 0 0 0 49152 4 1125440 34 2 0 0 0 0 0 0 131072 67584 0 8192 128 0 268435456 0 0 16 1073741825 26624 131074 32 16642 2370 4 0 0 0 4 0 0 0 0 65536 0 0 128 0 0 0 0 1073745936 3072 32
is_linear=0
shrinkage=0.04


Tree=636
num_leaves=31
num_cat=14
split_feature=12 7 17 0 3 6 12 6 0 17 5 5 0 7 13 0 3 13 0 12 12 1 0 0 6 12 1 1 0 0
split_gain=2.05292 1.87424 1.20086 1.53249 0.991306 1.25144 0.966207 0.673348 0.614189 0.81958 1.15362 0.803226 0.682545 1.26271 0.923495 0.693395 0.56752 0.534313 1.10516 1.06337 0.942391 0.813658 1.06967 0.694898 0.694695 0.716331 0.654097 0.521011 0.602177 0.985051
threshold=0 1 2 42.250000000000007 2019.5000000000002 3 4 5 44.07500000000001 6 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 7 8 35.600000000000009 1998.5000000000002 9 39.07500000000001 10 11 5.5000000000000009 18.500000000000004 23.500000000000004 12 13 4.5000000000000009 5.5000000000000009 38.57500000000001 40.250000000000007
decision_type=9 9 9 10 8 9 9 9 10 9 10 10 8 9 9 10 8 9 10 9 9 10 10 10 9 9 8 10 8 10
left_child=8 6 27 4 5 -4 16 -5 9 11 12 -1 -11 -14 -15 -16 -2 18 19 23 -20 24 -23 -6 25 26 -19 28 -3 -30
right_child=1 2 3 7 17 -7 -8 -9 -10 10 -12 -13 13 14 15 -17 -18 21 20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.9064159047086378e-05 -7.7588138375261915e-06 0.00017741578605125595 -1.1309809867334764e-05 -4.926146367854045e-05 -4.6829879371514952e-05 8.8895535122475162e-05 4.6733292699556732e-05 -1.7924347645887907e-05 1.3805253218777126e-05 2.6216184955529798e-06 -0.00035130528240642892 2.4554228297688495e-05 6.9746885213106685e-06 -0.0001500904970505701 -8.8136426856593174e-05 -4.7132363432922376e-06 1.0280176704711152e-05 -7.1786774070687899e-05 -2.8129186672884999e-05 -3.7764912988791368e-07 0.00010952581107641635 -6.7449210149561623e-07 0.00015131043046565651 -0.00045338686144379635 -1.9099148775900688e-05 -2.7972300724599109e-07 5.823721304373919e-05 -5.048693596258147e-05 1.0987284899499628e-06 7.5726942144740411e-05
leaf_weight=57 25 38 136 104 82 138 135 136 53 141 32 49 123 126 66 124 185 28 117 115 166 25 30 26 206 176 97 27 105 73
leaf_count=57 25 38 136 104 82 138 135 136 53 141 32 49 123 126 66 124 185 28 117 115 166 25 30 26 206 176 97 27 105 73
internal_value=0.00025153 0.00088033 0.000359477 -5.02197e-05 0.000476545 0.00261818 0.00353933 -0.00298755 -0.00150895 -0.00183588 -0.0023756 0.00136752 -0.00199656 -0.00277273 -0.0040367 -0.00199005 0.00162896 -7.48363e-05 -0.0010058 -0.003125 0.000633803 0.000767888 0.00535714 -0.00571429 0.000275591 0.00147436 0.00367647 0.00291339 0.00368664 0.00268156
internal_weight=2941 2170 1825 1582 1342 274 345 240 771 718 612 106 580 439 316 190 210 1068 506 223 283 562 55 108 507 301 125 243 216 178
internal_count=2941 2170 1825 1582 1342 274 345 240 771 718 612 106 580 439 316 190 210 1068 506 223 283 562 55 108 507 301 125 243 216 178
cat_boundaries=0 2 18 19 20 21 22 23 32 33 34 35 36 37 38
cat_threshold=68291584 32 0 128 1140858880 4 2 0 0 268435456 2048 134217760 0 128 0 268435456 0 32 7 196 24674 340 24 0 128 67108864 4 0 0 131072 0 65536 2 2 16818242 114720 90 24672
is_linear=0
shrinkage=0.04


Tree=637
num_leaves=31
num_cat=10
split_feature=7 17 8 11 6 2 7 0 4 5 15 8 2 0 2 2 6 2 4 0 2 6 2 2 2 2 2 2 2 2
split_gain=2.58679 1.67107 1.62545 1.32067 1.5588 1.29424 0.844823 1.28959 1.02724 0.919027 0.885956 1.2293 0.93676 0.986073 0.913233 0.766014 0.747467 0.838121 1.34549 0.7493 0.73615 1.09312 1.69144 0.699776 0.733575 0.732711 0.679348 0.677786 0.673513 0.666556
threshold=0 1 2 3 4 63.500000000000007 5 12.250000000000002 2025703500.0000002 4.5000000000000009 6 7 1219.0000000000002 37.750000000000007 35.500000000000007 14.500000000000002 8 39.500000000000007 7650.0000000000009 45.425000000000004 23.500000000000004 9 17.500000000000004 41.500000000000007 99.000000000000014 23.500000000000004 30.500000000000004 70.500000000000014 27.500000000000004 49.500000000000007
decision_type=9 9 9 9 9 8 9 8 8 10 9 9 8 8 8 10 9 10 10 10 10 9 10 10 10 8 10 10 10 10
left_child=1 -1 5 15 -5 -2 8 29 -4 10 11 -9 16 -14 20 -3 19 -18 -19 -12 21 -13 -23 25 -25 -6 -10 -28 -22 -8
right_child=2 3 6 4 23 -7 7 9 26 -11 12 14 13 -15 -16 -17 17 18 -20 -21 28 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-4.8007424610148064e-05 6.2453901856827085e-05 1.3877577225542837e-05 0.0011775532114905473 -3.4955178946560749e-05 5.8226882144651879e-06 -7.4691948800804654e-05 0.00014252912036440081 -5.2887148494491501e-05 1.0076227924926684e-06 0.00042772477973286984 -0.00016363197977511845 -4.4519591554603724e-07 -1.46749181013206e-05 0.000212600741977802 1.8908876566783307e-05 -0.00010367186987771504 5.424205647734937e-06 -3.1863014010227179e-05 2.9282700112318595e-05 6.7671261842008331e-05 -0.0005420042535163106 3.6324960657907471e-05 0.0055945654598662034 -4.8426037624267336e-05 0.00015016705187619549 0.00014226138781779697 0.00033915305981025768 6.9934838218443933e-06 2.5167537557280183e-06 -0.00028737741898424927
leaf_weight=138 81 45 26 107 77 28 73 112 116 31 148 323 64 84 295 166 292 140 25 25 35 142 25 57 37 36 47 49 35 25
leaf_count=138 81 45 26 107 77 28 73 112 116 31 148 323 64 84 295 166 292 140 25 25 35 142 25 57 37 36 47 49 35 25
internal_value=0.000305026 -0.00186944 0.000958781 -0.000783582 0.000861538 0.0055 0.000697127 0.000403183 0.00289157 0.000157569 3.43643e-05 0.000838446 -0.000963245 0.00187919 0.00136259 -0.00315315 -0.00164818 -0.000726496 -0.00301205 -0.00380435 0.000427807 0.000977597 0.00348315 0.00284404 0.000421053 0.00508772 0.00206573 0.00453608 -0.00338028 0.00484848
internal_weight=2884 663 2221 525 314 109 2112 1874 238 1776 1745 967 778 148 855 211 630 457 165 173 560 490 167 207 94 113 212 96 70 98
internal_count=2884 663 2221 525 314 109 2112 1874 238 1776 1745 967 778 148 855 211 630 457 165 173 560 490 167 207 94 113 212 96 70 98
cat_boundaries=0 15 16 42 45 46 62 63 89 90 91
cat_threshold=268435458 268435457 67108864 526848 524290 8192 131072 268435456 0 134217728 40992 8576 128 0 67108864 40 16 0 0 0 2147549184 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 8192 0 524288 0 0 0 32768 49184 0 524288 6 0 0 33554432 2105348 32 134217728 0 8192 0 32 0 0 0 268435456 0 32 67108864 0 0 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 384 0 4194304 0 0 1073741824 146 270
is_linear=0
shrinkage=0.04


Tree=638
num_leaves=31
num_cat=12
split_feature=8 3 4 8 4 12 15 9 8 3 12 2 2 2 16 4 8 2 4 2 2 2 2 2 5 2 9 2 12 11
split_gain=2.38052 2.24584 2.07451 1.0834 1.36245 1.08852 1.18902 1.12053 1.54676 1.05116 1.04886 1.08494 0.794049 0.773479 0.728443 0.706836 0.647227 1.18436 0.748374 0.762366 1.71014 0.97005 0.912099 1.20343 0.610017 0.581731 0.513163 1.3227 0.913919 0.741108
threshold=0 2013.5000000000002 133.00000000000003 1 680725000.00000012 2 3 4 5 2013.5000000000002 6 4.5000000000000009 17.500000000000004 5.5000000000000009 7 6789.5000000000009 8 17.500000000000004 5081865000.000001 81.500000000000014 60.500000000000007 54.500000000000007 272.00000000000006 119.00000000000001 5.5000000000000009 620.00000000000011 9 36.500000000000007 10 11
decision_type=9 8 8 9 8 9 9 9 9 8 9 10 8 10 1 8 9 8 8 8 10 10 10 10 8 10 9 10 9 9
left_child=1 -1 -2 4 -4 7 9 -5 12 -7 14 -12 13 -9 -3 24 17 -17 -18 20 21 26 23 -21 -8 -24 28 29 -20 -28
right_child=2 10 3 5 -6 6 15 8 -10 -11 11 -13 -14 -15 -16 16 18 -19 19 22 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=2.626280390799707e-05 4.1088266105617776e-05 3.0638491512746668e-06 -0.0003888244848488043 7.0189111005802832e-05 -3.0936339286000706e-05 -0.00017784342993778067 -0.00043105474210111797 1.0179374633700889e-05 -1.3004158491796147e-05 3.2103406677634894e-05 -1.761879472883976e-05 5.1413578340486765e-05 1.3331257433577548e-05 -3.1167762702466463e-06 -0.00023414001799771712 0.00019987882669784797 4.6314228352173361e-06 -2.9664810099490069e-05 6.7492967196614018e-06 -1.6811888002266073e-06 -5.331017077217837e-05 0.00026337443874943747 -0.00060259528975691978 6.8555065913571418e-05 -1.6567571024594941e-05 -2.3420855831801646e-06 -2.7431451026629363e-05 0.00049032513450832484 -2.302509357782867e-05 -0.00024571509866902377
leaf_weight=35 57 69 28 144 247 27 36 32 401 164 40 172 187 37 41 46 57 63 215 138 55 28 25 40 46 26 156 27 145 107
leaf_count=35 57 69 28 144 247 27 36 32 401 164 40 172 187 37 41 46 57 63 215 138 55 28 25 40 46 26 156 27 145 107
internal_value=0.000200553 0.00320652 -0.000235756 -0.000411622 -0.00272727 -0.00010845 -0.000779037 0.00105911 0.000329341 0.00207921 0.0022291 0.00376682 0.00269663 -0.000857143 -0.000991736 -0.00124488 -0.000992028 0.00183333 -0.00130097 -0.0015784 -0.00220708 -0.00164948 0.000434783 0.00178771 -0.00481928 -0.00423077 -0.00196621 -0.00318937 -0.000862534 -0.00416667
internal_weight=2891 357 2534 2477 275 2202 1401 801 657 191 322 212 256 69 110 1210 1128 109 1019 962 733 678 229 178 82 51 650 290 360 263
internal_count=2891 357 2534 2477 275 2202 1401 801 657 191 322 212 256 69 110 1210 1128 109 1019 962 733 678 229 178 82 51 650 290 360 263
cat_boundaries=0 26 56 57 58 60 83 85 86 112 114 116 117
cat_threshold=1342177280 1048576 0 134217728 73728 0 0 0 1 0 0 133120 0 1048576 0 0 0 0 4096 10240 128 0 0 8 0 32768 16 8 0 0 3221225472 0 0 0 0 0 0 33554432 64 512 0 0 0 0 0 0 0 0 0 0 0 1073741824 0 0 128 4096 16834656 2281701376 1 20480 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 0 0 256 0 20971520 1089568 32 2 0 4 0 0 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 16384 0 2176 1051650 32 4
is_linear=0
shrinkage=0.04


Tree=639
num_leaves=31
num_cat=11
split_feature=7 14 6 12 2 10 6 2 7 0 0 7 2 2 4 5 11 2 2 4 0 2 2 0 12 2 2 0 2 9
split_gain=2.61453 1.66943 1.53453 1.85821 1.63085 1.53017 2.09995 1.13032 1.06247 1.67165 1.07505 0.942741 0.842019 0.875096 0.753205 0.811157 0.734705 1.15511 0.730082 0.718609 0.650682 0.721676 0.638963 0.624279 0.60264 1.29049 0.928918 0.547892 0.51296 0.483396
threshold=0 1 2 3 7.5000000000000009 4 5 79.500000000000014 6 23.500000000000004 12.250000000000002 7 16.500000000000004 23.500000000000004 2960.0000000000005 2.5000000000000004 8 65.500000000000014 17.500000000000004 6789.5000000000009 20.500000000000004 7.5000000000000009 199.50000000000003 21.500000000000004 9 34.500000000000007 199.50000000000003 35.600000000000009 15.500000000000002 10
decision_type=9 9 9 9 10 9 9 10 9 10 10 9 8 10 10 10 9 8 10 10 10 10 8 10 9 8 10 10 8 9
left_child=2 8 4 11 -1 6 7 18 9 -2 -10 27 -13 -14 15 24 17 -5 23 -16 -18 -22 -7 -3 25 -12 -27 28 -4 -26
right_child=1 5 3 16 -6 22 -8 -9 10 -11 14 12 13 -15 19 -17 20 -19 -20 -21 21 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.00054953516756651056 5.1178573597141508e-05 5.8923183884544986e-05 -3.0271702812001421e-07 2.6933827641784093e-06 3.2083282889061592e-06 9.5595072572045577e-05 -0.00057807535589152084 0.00050233935784163466 -0.00028809948854558343 -0.00046307123147332874 -4.9963848423750792e-05 5.5936263377063256e-05 -2.5190312260079394e-05 2.7621762264473661e-05 -5.1478451045454679e-05 3.5571521394928143e-05 -6.1503849058794908e-05 0.00057074610582390055 -0.00016892117531490671 -6.3225519636844752e-06 -0.00018955565135307496 1.1710563560711762e-05 -2.9698885714566359e-05 -5.9138822159212626e-05 5.5946017596397726e-10 4.5795498033491812e-05 -0.00015892197685683841 -0.00030671053186175356 3.6947611830484561e-05 1.0758155676242609e-05
leaf_weight=36 25 25 31 88 88 62 136 25 35 82 184 81 31 108 25 37 25 29 61 42 39 93 58 79 333 108 32 41 98 779
leaf_count=36 25 25 31 88 88 62 136 25 35 82 184 81 31 108 25 37 25 29 61 42 39 93 58 79 333 108 32 41 98 779
internal_value=0.00060336 -0.000130902 0.00255319 0.00331852 -0.00148148 -0.00227571 -0.00367953 -0.00079602 0.000448907 -0.00322034 0.000718789 0.00508728 0.00692641 0.00528571 0.000882544 0.00107191 0.000701754 0.00296875 -0.00204819 -0.00323529 -0.00107143 0 0.00152672 0 0.00091858 -0.000597015 0.0022695 0.00243094 0.00384615 0.00135352
internal_weight=2916 2128 788 664 124 446 326 190 1682 107 1575 390 220 139 1540 1473 274 117 165 67 157 132 120 104 1436 324 140 170 129 1112
internal_count=2916 2128 788 664 124 446 326 190 1682 107 1575 390 220 139 1540 1473 274 117 165 67 157 132 120 104 1436 324 140 170 129 1112
cat_boundaries=0 18 19 20 22 23 24 35 47 50 52 54
cat_threshold=0 268435472 1611669504 512 0 0 0 541204480 33556480 134217728 8192 448 0 268435456 0 32 1073746048 256 8320 70 196962 32 256 332 131072 0 0 2048 524288 8258 0 0 0 536870912 32768 0 0 1048576 0 0 0 0 131072 0 0 8192 128 32 0 524288 67117312 32 1073741824 16436
is_linear=0
shrinkage=0.04


Tree=640
num_leaves=31
num_cat=13
split_feature=7 12 8 0 5 7 0 3 3 9 8 12 12 3 3 0 2 2 17 2 8 12 6 2 2 0 2 2 9 2
split_gain=2.38043 2.17551 1.72023 1.49007 1.24129 1.46117 1.23132 1.22795 1.10275 0.943993 0.922665 0.906612 0.90646 1.64532 0.88041 1.0832 0.96595 0.844347 0.883177 0.806118 0.77657 1.10409 1.60612 1.00897 1.92321 0.924097 0.677515 1.07143 0.670101 0.984473
threshold=0 1 2 44.07500000000001 1.5000000000000002 3 47.750000000000007 2008.5000000000002 2002.5000000000002 4 5 6 7 2017.5000000000002 2011.5000000000002 45.425000000000004 187.50000000000003 2.5000000000000004 8 42.500000000000007 9 10 11 10.500000000000002 39.500000000000007 9.5000000000000018 14.500000000000002 151.50000000000003 12 10.500000000000002
decision_type=9 9 9 10 8 9 10 10 8 9 9 9 9 10 10 10 10 8 9 8 9 9 9 10 10 10 8 8 9 10
left_child=1 3 6 -1 -4 -6 8 -3 -2 11 26 -10 13 14 15 16 28 -14 -19 -13 -20 22 25 -24 -25 -22 -7 -28 -12 -30
right_child=2 7 4 -5 5 10 -8 -9 9 -11 12 19 17 -15 -16 -17 -18 18 20 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=7.6450747972955923e-06 1.7912117283103159e-05 -6.6632833784581181e-05 -4.4124697385683476e-05 -4.3230221202712469e-05 0.00038584885438524452 1.0261767886987627e-05 5.755814496289702e-05 -0.00062909366570153226 -0.00015425000822631319 1.5630858302273511e-05 2.053433819458661e-05 2.5109689581626071e-06 8.7279699799935884e-05 -6.1753828610946476e-05 5.4704959041949056e-05 5.1826031281194677e-05 0.00015112588909474311 5.9641594278048159e-06 -9.1649798323558684e-05 -8.5719799900374491e-05 -8.5648862675498098e-05 -1.4459606397778657e-05 4.6860254981275774e-05 -0.00031529024431993237 1.7383140148474751e-05 0.00017678775770875178 0.00096226875957718507 1.7054622081786873e-05 0.00017183499969910087 -0.00077843026901462057
leaf_weight=206 35 166 142 46 102 39 46 26 105 115 512 109 57 62 34 32 33 106 101 67 28 268 68 62 38 189 35 27 53 49
leaf_count=206 35 166 142 46 102 39 46 26 105 115 512 109 57 62 34 32 33 106 101 67 28 268 68 62 38 189 35 27 53 49
internal_value=0.000648868 -0.00202198 0.00112475 0.000456274 0.00163086 0.00190928 -0.00102459 -0.00512315 -0.00171296 -0.00231738 0.00160754 -0.00349315 0.0013623 0.00236641 0.00294118 0.00261765 0.00225309 0.00049569 0.00018583 -0.00149733 -0.000313725 0.000210843 0.00156566 -0.00134078 -0.0039604 0.00377193 0.00517857 0.00825397 0.00188618 -0.00106195
internal_weight=2958 444 2514 252 2037 1895 477 192 431 396 1793 281 1692 775 713 679 647 917 860 176 754 653 385 168 100 217 101 62 614 102
internal_count=2958 444 2514 252 2037 1895 477 192 431 396 1793 281 1692 775 713 679 647 917 860 176 754 653 385 168 100 217 101 62 614 102
cat_boundaries=0 17 18 48 64 66 78 79 81 82 103 105 106 108
cat_threshold=2 129 0 2052 524320 2 0 805306368 33554432 0 32800 0 0 268435456 0 0 1073741840 83992642 268435456 2 4 0 65536 1 262144 0 1 32768 0 0 8256 512 0 0 0 0 4096 0 2147483648 0 4194304 0 0 268484608 68 0 0 8192 0 0 0 2097152 2 64 0 8192 0 32 0 256 16 0 0 32 0 22560 1073741824 2048 0 0 0 0 0 2147483648 0 0 0 2052 67239938 1197154 2 11 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 128 43008 32 10 0 22564
is_linear=0
shrinkage=0.04


Tree=641
num_leaves=31
num_cat=14
split_feature=7 8 12 2 13 2 8 12 13 2 2 2 2 2 2 9 2 6 12 2 12 2 12 2 0 2 12 2 2 7
split_gain=2.76089 2.39587 1.47847 1.14626 1.19122 0.974851 0.895902 0.935633 1.00854 0.939201 1.38521 0.775372 0.894687 0.690743 1.10198 0.73161 1.37723 1.29444 2.23844 1.35728 1.03648 0.975724 1.15325 0.753003 0.687403 1.21389 0.636244 1.05884 1.07188 0.902009
threshold=0 1 2 39.500000000000007 3 25.500000000000004 4 5 6 18.500000000000004 30.500000000000004 70.500000000000014 131.00000000000003 247.00000000000003 131.00000000000003 7 3.5000000000000004 8 9 47.500000000000007 10 31.500000000000004 11 8.5000000000000018 40.675000000000004 3800.0000000000005 12 43.500000000000007 71.500000000000014 13
decision_type=9 9 9 10 9 8 9 9 9 8 8 10 10 8 10 9 10 9 9 10 9 10 9 10 8 8 9 10 10 9
left_child=3 2 -2 4 5 -1 -3 8 -8 -10 -11 -4 -13 14 15 16 -9 18 23 20 -20 22 -18 -17 25 -15 27 -19 -29 -28
right_child=1 6 11 -5 -6 -7 7 13 9 10 -12 12 -14 24 -16 17 21 26 19 -21 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=1.0793254400098818e-05 4.5569240059251117e-06 1.3728406192541343e-05 -3.0445031243644395e-05 0.00012801622229542176 4.33601709244158e-05 -0.00026402704251317745 -1.0658209135172569e-06 -0.00015654026903462183 0.00011451129722658493 -8.983902278188794e-05 3.603647234399432e-05 -0.00067810029502403781 -9.2409922466885067e-06 -7.8401285265812244e-05 3.4214814681803316e-05 -0.00040336680139294148 3.4624711519199989e-05 -2.1303980861020476e-06 -1.0195342658647633e-06 0.00043908488079754451 7.4691013983070324e-05 -0.0002882764964505924 -3.4734081315797028e-05 -2.7489760632128935e-05 -5.1418868251573714e-05 2.6698811967982296e-05 1.315451031040027e-05 -9.6693117624440113e-05 -2.6931382581096842e-06 -4.232217733978416e-05
leaf_weight=64 109 109 279 106 179 37 212 43 53 36 78 53 53 87 41 26 126 228 107 34 123 61 102 74 31 68 113 51 47 197
leaf_count=64 109 109 279 106 179 37 212 43 53 36 78 53 53 87 41 26 126 228 107 34 123 61 102 74 31 68 113 51 47 197
internal_value=2.04918e-05 -0.000462382 -0.00293069 0.00312343 0.00185053 -0.00160714 0.000145773 -6.157e-05 0.00169231 0.00393258 0.00208696 -0.00409091 -0.0071028 -0.000496815 -0.000189229 -0.000390098 -0.00198251 0.000158259 0.00202667 0.00392727 0.00294372 -0.00103448 0.000174672 -0.00288288 -0.00278075 -0.00166667 -0.000927357 -0.0021365 -0.00565657 0.000373832
internal_weight=2927 2541 494 386 280 101 2047 1938 379 167 114 385 106 1559 1373 1332 332 1000 364 264 230 289 228 100 186 155 636 326 98 310
internal_count=2927 2541 494 386 280 101 2047 1938 379 167 114 385 106 1559 1373 1332 332 1000 364 264 230 289 228 100 186 155 636 326 98 310
cat_boundaries=0 18 47 48 49 75 76 77 79 80 81 83 84 86 94
cat_threshold=0 0 1056768 8708 32 134217728 33554432 8192 33554432 134217728 32768 0 144 268435456 0 0 4096 32896 0 2 0 0 0 1 0 2147483648 0 32768 0 2048 10304 512 0 4096 0 0 33558528 0 256 0 4194304 0 0 0 0 0 524288 16794720 12 268435472 1050624 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 8 0 16384 82176 2 0 4244 326 67248224 2 2 67108962 17861632 32 0 0 0 0 0 0 131072 131072
is_linear=0
shrinkage=0.04


Tree=642
num_leaves=31
num_cat=14
split_feature=7 8 9 12 0 11 3 12 3 0 7 6 2 6 9 2 12 2 15 0 12 2 2 15 0 3 0 2 2 3
split_gain=3.4327 2.95422 2.28189 1.59847 1.56634 1.33714 1.4892 1.24727 1.56011 1.35947 1.46696 1.58379 1.15143 1.12113 1.09202 1.21484 0.98564 1.48041 1.22073 0.981998 0.969716 0.91491 0.848309 0.832847 1.4647 0.829143 0.795345 0.782787 0.985511 0.75705
threshold=0 1 2 3 47.750000000000007 4 2021.5000000000002 5 1999.5000000000002 35.850000000000009 6 7 122.50000000000001 8 9 100.50000000000001 10 9.5000000000000018 11 42.250000000000007 12 27.500000000000004 8.5000000000000018 13 23.500000000000004 2021.5000000000002 16.750000000000004 10.500000000000002 21.500000000000004 2005.5000000000002
decision_type=9 9 9 9 10 9 8 9 8 8 9 9 8 9 9 8 9 8 9 10 9 10 8 9 10 8 10 10 10 10
left_child=3 14 12 4 13 6 -5 29 -9 20 -11 -12 -3 21 15 -2 -13 19 -19 25 26 -1 -22 -24 -25 -18 -10 -16 -29 -4
right_child=1 2 7 5 -6 -7 -8 8 9 10 11 16 -14 -15 27 -17 17 18 -20 -21 22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-2.3600902234477419e-06 1.807347059063602e-05 -7.3286502638083569e-05 2.4866212718848147e-05 -0.00081590758578961695 5.4001477992180471e-05 7.0374275192648387e-05 -6.696422989094231e-07 -0.00016508296591251083 -5.5725378135917934e-07 -5.552201114625177e-05 4.8154920818141992e-05 0.00017796894855202084 0.00014504070857789485 -0.00020119347883422735 2.0616283218402033e-05 -0.00011267834617196826 0.00049158311526085183 7.3961475523560692e-05 -3.4326853685584527e-06 -0.00015043572437647867 4.4898351467139717e-05 -0.00014426655514309771 2.5279499839108156e-05 -8.8971464297884494e-05 4.0426046783395011e-05 -0.00039696647930739462 -3.8179649077818567e-05 0.0016215226817039507 1.6876018723621655e-05 5.7279234596414599e-05
leaf_weight=179 105 231 177 26 28 104 166 72 108 101 138 103 41 117 80 26 25 158 190 27 41 110 146 61 60 86 96 34 78 38
leaf_count=179 105 231 177 26 28 104 166 72 108 101 138 103 41 117 80 26 25 158 190 27 41 110 146 61 60 86 96 34 78 38
internal_value=0.000474094 0.00125392 0.000638743 -0.00188934 -0.00341573 0.000390879 -0.00157635 0.00120879 0.00075896 0.00107383 0.00207479 0.00268293 -0.00268551 -0.00412776 0.00473054 0.0015493 0.0017 0.000885312 0.00229226 -0.00258993 -0.000545809 -0.00246667 0.000877743 7.46269e-05 -0.00227273 -0.000892857 -0.00260465 0.00669951 0.00920354 0.0039823
internal_weight=2952 2222 1899 730 434 296 192 1627 1412 1340 828 727 272 406 323 131 589 486 348 138 512 289 308 267 121 111 204 192 112 215
internal_count=2952 2222 1899 730 434 296 192 1627 1412 1340 828 727 272 406 323 131 589 486 348 138 512 289 308 267 121 111 204 192 112 215
cat_boundaries=0 18 47 49 51 52 54 66 67 68 70 71 72 73 74
cat_threshold=3 268435457 33554432 2099200 589826 134217730 131072 809500672 0 9264 32 0 144 268435456 0 32 0 256 1073741824 2056 0 0 2147483648 1 0 0 1 0 0 4 0 0 0 0 0 0 4096 10240 256 0 0 0 0 16384 0 0 524288 256 52 67290146 32 32804 8224 2 0 0 1048576 0 32 0 0 0 2048 0 8192 128 72 154 0 20484 83887168 67108864 85003264 69206016
is_linear=0
shrinkage=0.04


Tree=643
num_leaves=31
num_cat=9
split_feature=8 7 12 7 9 6 2 2 2 9 12 2 2 0 2 2 4 2 0 4 2 0 12 2 2 2 2 4 2 4
split_gain=3.1237 2.19356 1.29696 1.77896 1.64015 2.16083 1.30159 0.962397 1.70086 1.23726 0.960934 1.18528 0.974775 0.875976 0.903963 0.838552 0.768169 0.807075 0.864217 0.750958 0.694755 0.679388 0.782884 0.781294 2.04395 0.909903 0.705692 0.690103 0.649707 0.646087
threshold=0 1 2 3 4 5 11.500000000000002 5.5000000000000009 23.500000000000004 6 7 44.500000000000007 28.500000000000004 35.850000000000009 34.500000000000007 90.500000000000014 2867949500.0000005 49.500000000000007 31.500000000000004 3681544000.0000005 16.500000000000004 40.675000000000004 8 77.500000000000014 32.500000000000007 8.5000000000000018 12.500000000000002 1557465000.0000002 1.5000000000000002 539925000.00000012
decision_type=9 9 9 9 9 9 8 8 8 9 9 10 8 10 10 8 8 10 10 8 10 10 9 10 10 10 10 10 10 8
left_child=15 21 4 6 29 -6 -4 28 9 20 12 13 -10 14 -12 -1 -13 -18 -19 -8 -9 22 26 24 25 -24 -2 -23 -5 -3
right_child=1 2 3 7 5 -7 19 8 10 -11 11 16 -14 -15 -16 -17 17 18 -20 -21 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.3544043867170785e-05 -5.6311035649194707e-05 2.3697445746506675e-06 5.46776062031995e-05 -1.8235025252479887e-05 1.224424696019355e-05 -4.9224806106806795e-05 3.0914772888408495e-05 -7.1917870139550646e-05 5.1307620160088161e-05 -5.3406361750347745e-05 3.5307949722067631e-05 0.0011229738726910199 -5.4025288099310845e-05 -0.00021659331371672863 -4.0282728940255196e-06 1.7082711247660143e-05 0.00035124045181589736 -2.2099416046330589e-05 2.556773141797919e-05 -1.2174358808181295e-06 0.00026301465088124587 -7.3072426102527294e-05 -1.0577700034204441e-05 -0.00016447916499359394 2.4473170397811828e-05 -5.0225822754939036e-05 5.6572372307073239e-05 -3.7505169511504735e-05 4.8394116591197191e-05 8.9344882981947654e-05
leaf_weight=287 38 33 69 53 215 205 28 74 27 361 60 32 273 130 32 44 25 67 109 196 33 33 41 36 25 47 67 25 182 114
leaf_count=287 38 33 69 53 215 205 28 74 27 361 60 32 273 130 32 44 25 67 109 196 33 33 41 36 25 47 67 25 182 114
internal_value=8.77785e-05 -0.000378644 5.15243e-05 -0.000488082 0.0016955 0.00037123 0.00230263 -0.00106195 -0.00151961 -0.00341151 -0.000343915 0.000815451 -0.00205788 -0.00125561 0.00172043 0.00368421 0.00282051 0.00188119 0.000903955 0.000888889 0.000508475 -0.00346749 -0.00266667 -0.004375 -0.00298246 -0.0058427 0.000172414 -0.00745763 0.00127119 0.00518987
internal_weight=2961 2630 2318 1751 567 420 293 1458 1223 468 755 455 300 222 92 331 233 201 176 224 107 312 254 149 113 88 105 58 235 147
internal_count=2961 2630 2318 1751 567 420 293 1458 1223 468 755 455 300 222 92 331 233 201 176 224 107 312 254 149 113 88 105 58 235 147
cat_boundaries=0 29 44 46 63 65 66 68 70 71
cat_threshold=1342177296 0 0 134217728 73728 0 0 0 0 32768 0 131072 0 1024 0 0 0 0 4096 2048 256 0 0 8 0 0 0 0 524288 0 32 536870912 2097152 524290 8192 0 0 65536 48 32 64 128 0 67108864 67256416 2 268435457 0 1140850688 0 0 0 33554432 0 2048 8192 0 256 0 268435456 0 0 1073745936 0 20484 10 0 4256 17860608 32 1206368
is_linear=0
shrinkage=0.04


Tree=644
num_leaves=31
num_cat=9
split_feature=8 12 4 11 12 6 0 2 2 2 0 0 0 0 4 4 4 2 11 2 9 2 12 2 4 2 2 12 2 0
split_gain=4.28116 2.9888 1.02474 0.958906 1.14041 1.5344 0.971896 0.965911 0.873119 0.841999 0.777946 1.52358 0.757685 0.640357 0.592013 0.970197 0.673981 0.560879 0.557065 0.909746 0.886487 1.4096 0.951062 1.63587 0.933102 1.31891 0.894572 0.818118 0.789885 0.779733
threshold=0 1 8.0000000000000018 2 3 4 55.500000000000007 8.5000000000000018 13.500000000000002 17.500000000000004 15.500000000000002 23.500000000000004 36.400000000000006 39.07500000000001 19000.000000000004 984745000.00000012 4683340000.000001 14.500000000000002 5 385.00000000000006 6 73.500000000000014 7 5.5000000000000009 2050.0000000000005 80.500000000000014 20.500000000000004 8 47.500000000000007 33.175000000000004
decision_type=9 9 10 9 9 9 10 8 8 10 10 10 8 10 10 10 10 10 9 10 9 10 9 10 8 10 10 9 10 10
left_child=1 -1 9 13 5 8 14 -7 -5 -3 -10 -12 -9 -2 18 -16 -17 -18 20 27 22 29 23 -6 -24 -26 -25 -20 -28 -22
right_child=3 2 -4 4 6 7 -8 12 10 -11 11 -13 -14 -15 15 16 17 -19 19 -21 21 -23 24 26 25 -27 28 -29 -30 -31
leaf_value=3.5656970759845311e-05 1.2703948691239474e-07 -3.3942075261315099e-05 1.619636676203129e-05 0.00013777336315897061 2.0843953319342745e-05 3.6739398002971768e-05 -3.6628693313218721e-05 -0.00037996870341356015 1.6963871055928338e-05 3.9801195054067759e-06 -3.6928084422527267e-05 1.8962661471491062e-05 -9.3108073235015353e-06 -0.0003154003678329076 -0.00059822582082603049 1.8728311530615826e-05 -5.3734157147999897e-06 -3.4450992142396332e-05 0.00017708696821912894 -0.00021117639274411459 -0.00021740028967712988 7.1093635728658455e-05 -7.6365258589987657e-05 -0.00042850194705255972 4.2668546930002546e-06 -9.0713203478074434e-05 -5.3715562557954406e-07 2.6940074555170667e-07 -0.00021819176844637412 1.1820706056937524e-05
leaf_weight=327 29 74 25 73 43 28 25 28 64 102 25 83 138 79 36 48 30 57 122 60 31 25 56 46 541 69 61 335 85 199
leaf_count=327 29 74 25 73 43 28 25 28 64 102 25 83 138 79 36 48 30 57 122 60 31 25 56 46 541 69 61 335 85 199
internal_value=0.000190153 0.00341373 -0.000471698 -0.0005274 -0.000344976 0.00146667 -0.000776596 -0.00117073 0.00351563 -0.00158192 0.00208092 0 -0.00239521 -0.00403361 -0.000672087 -0.00290698 -0.00132353 -0.00340909 -0.000442055 0.000643939 -0.00092545 0.00112782 -0.00151316 -0.00365854 -0.00070901 -0.000261866 -0.0053886 0.00126638 -0.00380952 0.00017316
internal_weight=2944 528 201 2416 2308 439 1869 194 245 176 172 108 166 108 1844 171 135 87 1673 517 1156 255 901 235 666 610 192 457 146 230
internal_count=2944 528 201 2416 2308 439 1869 194 245 176 172 108 166 108 1844 171 135 87 1673 517 1156 255 901 235 666 610 192 457 146 230
cat_boundaries=0 29 31 33 35 36 38 40 42 43
cat_threshold=1073741840 8 4 134217728 73728 1 0 0 1 0 0 2048 0 1048576 0 0 0 0 4096 10240 384 0 0 8 0 16384 0 0 524288 16843106 32 67125250 1048576 67256384 2 90 36 1024 0 6292 1049856 32 1048834
is_linear=0
shrinkage=0.04


Tree=645
num_leaves=31
num_cat=8
split_feature=7 2 17 2 7 4 15 11 0 4 2 6 1 3 2 3 2 13 2 2 2 2 2 3 3 3 6 0 2 2
split_gain=3.44414 1.35009 1.14316 1.58098 1.35442 1.10654 0.690097 0.954902 1.09102 0.935926 1.1888 0.906612 1.15399 1.2925 0.816821 1.11986 0.784457 0.72992 1.06907 1.04326 0.673797 0.617352 0.770406 0.758495 0.609021 0.647455 0.602023 1.95246 0.546793 1.41286
threshold=0 37.500000000000007 1 15.500000000000002 2 5039060000.000001 3 4 42.960000000000008 10347970000.000002 39.500000000000007 5 5.5000000000000009 2002.5000000000002 131.00000000000003 2000.5000000000002 35.500000000000007 6 71.500000000000014 106.50000000000001 79.500000000000014 4.5000000000000009 8.5000000000000018 2011.5000000000002 2007.5000000000002 2011.5000000000002 7 42.250000000000007 27.500000000000004 20.500000000000004
decision_type=9 10 9 10 9 10 9 9 8 8 10 9 10 10 10 8 8 9 10 10 10 8 8 10 8 8 9 10 10 10
left_child=1 21 3 5 -4 -2 16 14 9 10 -9 17 13 -13 15 -8 -6 18 -11 -19 -18 -1 -23 28 -17 -26 27 -27 29 -24
right_child=2 -3 4 -5 6 -7 7 8 -10 11 -12 12 -14 -15 -16 24 20 19 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00021019914401826156 1.3045108429352582e-05 1.219339562510413e-06 4.3113585099519018e-05 -6.1549986758038252e-05 1.0150324831101898e-05 -9.4138444225677634e-07 -0.00011823980733282725 0.00033401164588191533 4.9616207257408007e-05 -2.3485249061749868e-06 1.8844395174113516e-05 -1.2316274525119297e-05 -0.00034060047138716242 0.0011115622864253183 4.2436463419193161e-05 5.5104761750932595e-05 -0.00019709241502887664 5.9059710447115781e-05 1.5096021063598642e-05 -6.1084423529216282e-05 1.0187097169662706e-05 1.9506394413753013e-05 -7.7613616746674555e-05 2.3987002544956226e-05 -0.00046043962164741712 0.00068698569891921578 -4.5019703371451669e-07 -0.00013001363976215431 -0.00025564546552686807 0.00012919248982406372
leaf_weight=57 379 189 118 115 73 28 59 29 32 206 48 137 25 28 57 62 63 211 50 28 30 32 113 25 28 137 470 32 47 30
leaf_count=57 379 189 118 115 73 28 59 29 32 206 48 137 25 28 57 62 63 211 50 28 30 32 113 25 28 137 470 32 47 30
internal_value=0.000517183 -0.0025 0.00113192 -0.000525328 0.00158221 0.000637255 0.00128855 0.00153939 0.00253416 0.00225426 0.00641026 0.00177843 -0.000597015 0.00060241 0.000584112 0.000253485 -0.00112994 0.00264822 0.00104869 0.00424 -0.00361702 -0.00419672 -0.00330645 -0.00416667 0.000684932 0.000329341 0.00059375 0.00255556 -0.00502618 -0.00375
internal_weight=2938 493 2445 522 1923 407 1805 1639 794 762 77 685 190 165 845 788 166 495 256 239 93 304 247 215 729 667 639 169 190 143
internal_count=2938 493 2445 522 1923 407 1805 1639 794 762 77 685 190 165 845 788 166 495 256 239 93 304 247 215 729 667 639 169 190 143
cat_boundaries=0 18 19 31 32 34 35 36 37
cat_threshold=268566528 49 0 2099204 65538 134217730 0 0 65536 0 32768 0 128 0 67108864 32 16 256 40 2 0 536870912 512 0 0 0 8192 0 134217760 8192 256 137363456 2147516420 1024 14 2 208
is_linear=0
shrinkage=0.04


Tree=646
num_leaves=31
num_cat=11
split_feature=2 13 4 2 4 2 17 11 12 12 16 2 4 6 2 12 2 2 9 1 2 9 2 2 2 2 2 6 2 1
split_gain=1.13371 0.897036 0.884074 1.32279 1.056 0.997069 0.774691 1.02152 1.36467 1.21737 0.963603 0.946921 0.888808 0.806382 1.23226 0.743689 1.51865 1.34562 0.687139 0.802406 0.635657 0.628422 0.605455 0.789107 0.602254 0.970746 0.837467 0.778091 1.3544 0.752032
threshold=136.50000000000003 0 2188290000.0000005 86.500000000000014 984745000.00000012 30.500000000000004 1 2 3 4 5 46.500000000000007 199.50000000000003 6 29.500000000000004 7 5.5000000000000009 22.500000000000004 8 5.5000000000000009 105.50000000000001 9 689.50000000000011 277.00000000000006 39.500000000000007 64.500000000000014 3.5000000000000004 10 17.500000000000004 5.5000000000000009
decision_type=10 9 10 8 10 10 9 9 9 9 1 10 10 9 10 9 10 10 9 10 8 9 10 10 10 10 8 9 10 8
left_child=2 22 4 5 6 -4 -1 9 24 13 15 -12 20 14 -8 16 -11 21 19 -15 -10 -17 23 -2 26 -26 -9 29 -29 -28
right_child=1 -3 3 -5 -6 -7 7 8 12 10 11 -13 -14 18 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-2.0760684231859727e-05 -4.5802531468197576e-05 2.6193766748114912e-05 -2.6511396856321311e-05 -4.9989870587836547e-05 0.00014135123123061534 8.4078271979279868e-05 -8.5922976005363695e-05 -3.2809332776260192e-05 1.7986139368630918e-05 3.5050133787883907e-05 -9.7937904206517597e-05 1.7480353953089889e-05 -1.93457621791282e-05 -9.2171589752609865e-06 6.6361150094422782e-05 -0.00013135129244204791 -0.00019592537183655168 5.0570277271901889e-05 9.0396039715621152e-05 0.00017992727725882674 -7.7777169364878771e-06 1.9957111539099516e-05 -0.00015984247815264751 6.133964447656126e-05 -0.00023284754352140169 2.1453559637407695e-06 6.9737147132435955e-05 1.3533392688600543e-05 -0.00013141577852636034 -3.6265609522025957e-05
leaf_weight=292 55 142 56 28 29 47 93 34 499 30 76 29 33 164 25 153 105 92 220 33 81 135 32 44 51 66 118 91 37 38
leaf_count=292 55 142 56 28 29 47 93 34 499 30 76 29 33 164 25 153 105 92 220 33 81 135 32 44 51 66 118 91 37 38
internal_value=-4.09696e-05 0.00240876 -0.000293675 -0.00348485 -0.000126733 -0.00134615 -0.000216346 4.51671e-05 0.000944287 -0.00077187 -0.00196513 -0.0054717 0.00214744 0.000622711 -0.00217054 -0.00127907 -0.00369863 -0.000306905 0.0014486 -0.000288462 0.00254733 -0.0016609 -0.000140845 0.0014 -0.000762332 -0.00322034 0.000125392 0.000842105 -0.00143885 0.00263473
internal_weight=2928 273 2655 131 2524 103 2495 2203 1048 1155 620 105 613 535 118 515 135 380 417 197 580 288 131 99 435 117 318 284 128 156
internal_count=2928 273 2655 131 2524 103 2495 2203 1048 1155 620 105 613 535 118 515 135 380 417 197 580 288 131 99 435 117 318 284 128 156
cat_boundaries=0 1 2 5 7 9 10 11 13 15 17 18
cat_threshold=12 34 32772 2147549184 524289 67209248 32 68257888 2 2 66 132352 32 0 2176 0 18448 10
is_linear=0
shrinkage=0.04


Tree=647
num_leaves=31
num_cat=7
split_feature=7 8 12 2 1 0 4 12 4 2 1 7 2 2 4 11 0 3 2 2 2 1 0 12 2 1 2 2 5 0
split_gain=2.43525 2.06835 1.35493 1.31239 1.999 1.28794 1.24885 1.15064 1.13277 1.12577 0.937873 0.809947 0.828785 1.65826 0.805853 0.891868 1.52893 1.37098 1.43444 2.13184 1.42926 1.24632 0.986842 0.928123 1.00135 0.783998 0.911999 0.769812 0.745921 0.713374
threshold=0 1 2 4373.0000000000009 1.5000000000000002 42.250000000000007 345.00000000000006 3 3023950000.0000005 69.500000000000014 5.5000000000000009 4 29.500000000000004 12.500000000000002 1104.0000000000002 5 44.07500000000001 2020.5000000000002 11.500000000000002 8.5000000000000018 18.500000000000004 3.5000000000000004 23.500000000000004 6 2.5000000000000004 5.5000000000000009 5.5000000000000009 54.500000000000007 2.5000000000000004 22.750000000000004
decision_type=9 9 9 8 10 10 10 9 8 10 10 9 10 10 8 9 10 8 10 10 10 10 10 9 10 10 10 10 8 8
left_child=7 9 3 4 -3 6 11 -1 -9 -2 -7 -6 13 28 -4 16 23 29 19 -19 -20 -22 -23 24 -16 26 -26 -24 -13 -17
right_child=1 2 14 -5 5 10 -8 8 -10 -11 -12 12 -14 -15 15 17 -18 18 20 -21 21 22 27 -25 25 -27 -28 -29 -30 -31
leaf_value=2.0208586386161187e-06 1.4774609775471959e-05 6.0149549586121508e-05 1.7365259870594232e-05 -0.00017295478622735062 1.880131695024545e-06 -1.6651073977413944e-08 -1.7774806120129937e-05 -0.00014740176744297174 -3.84302169234374e-05 3.0987717327697343e-05 -0.00046463896864956666 0.0031042415734851402 0.000105160444458825 -3.0466388165670823e-05 -0.00091099536248293587 -2.8596476888509414e-05 5.9994743315883171e-05 1.4422687761950215e-06 -0.00010723626279812492 0.00050589718528261331 -0.00024613909248053293 -2.7098165016425926e-05 9.270195485768796e-05 3.1872573723390474e-05 0.00053122869519327764 -5.507231414810576e-05 -1.7383021471175653e-05 -1.6853637603730931e-05 2.9572407357036924e-05 -0.00038270022554684149
leaf_weight=125 175 40 100 79 218 79 62 27 184 34 26 27 208 126 28 25 53 218 53 32 67 113 57 146 35 35 269 56 161 55
leaf_count=125 175 40 100 79 218 79 62 27 184 34 26 27 208 126 28 25 53 218 53 32 67 113 57 146 35 35 269 56 161 55
internal_value=0.00050103 0.000919629 0.000571669 0.00165863 0.00208861 0.00169604 0.00224159 -0.0026513 -0.00441441 0.00463636 -0.00245283 0.00269906 0.0035272 0.00228571 -0.000266075 -0.000547064 0.000623917 -0.00151383 -0.000871022 0.00143426 -0.00253602 -0.00142857 0 -3.89105e-05 -0.00111111 -0.000529412 0.000131148 0.00263158 0.00465608 -0.00641975
internal_weight=2913 2577 2368 1026 947 907 802 336 211 209 105 740 522 314 1342 1242 566 676 596 250 346 293 226 513 367 339 304 113 188 80
internal_count=2913 2577 2368 1026 947 907 802 336 211 209 105 740 522 314 1342 1242 566 676 596 250 346 293 226 513 367 339 304 113 188 80
cat_boundaries=0 15 39 41 42 51 53 54
cat_threshold=131072 17 0 526336 34 134217792 33554432 805306368 0 8192 32 0 268435456 268435456 67108864 1073741824 2048 0 134217728 2147549184 1 0 0 0 0 0 0 0 0 0 0 0 0 0 10240 256 0 0 8 16884032 2 1090 0 128 0 4 0 0 0 131072 65536 67141636 2147484160 148514
is_linear=0
shrinkage=0.04


Tree=648
num_leaves=31
num_cat=8
split_feature=5 11 2 4 2 4 2 14 0 12 9 6 2 3 2 3 0 3 2 4 2 3 12 14 6 3 4 3 2 2
split_gain=1.65367 1.11531 1.92797 1.14164 1.05612 1.01927 1.29917 0.840434 1.49988 1.13552 1.21113 1.79338 1.37514 1.47739 1.41246 1.27084 1.67283 1.13339 0.899576 0.820095 0.73508 0.990755 0.670464 0.647225 0.698157 1.14128 0.642641 0.631879 0.7951 1.05446
threshold=1.5000000000000002 0 129.50000000000003 120418.00000000001 19.500000000000004 6670500000.000001 12.500000000000002 1 10.500000000000002 2 3 4 29.500000000000004 1980.5000000000002 7.5000000000000009 2001.5000000000002 43.675000000000004 2020.5000000000002 12.500000000000002 3890.0000000000005 155.00000000000003 2010.5000000000002 5 6 7 2009.5000000000002 16829230000.000002 2007.5000000000002 19.500000000000004 45.500000000000007
decision_type=8 9 10 10 8 10 10 9 10 9 9 9 10 10 8 10 10 10 10 10 10 10 9 9 9 8 10 8 8 8
left_child=4 20 3 7 -1 6 -5 8 -3 17 12 15 13 14 -11 16 -12 23 -10 -6 21 -2 -4 24 25 -9 -7 -13 -29 -30
right_child=1 2 22 5 19 26 -8 9 18 10 11 27 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-1.6144646073712465e-06 5.7990760507209413e-06 -1.5512281888661051e-05 4.9216984948969869e-05 -1.7617851126772166e-06 -0.00014117066000348899 3.3744198794067871e-05 -0.00067515700880854017 -0.00019367430925445461 0.0033008486152842666 2.7104996369970992e-05 -1.7752640265236153e-05 0.00038366745243550326 1.0776354239361297e-05 -0.00041688955515539305 -0.00023313733791383129 2.342890093988359e-05 6.9532124757714086e-05 -0.00013361706541513031 2.4204118168213994e-05 -1.7572643573231518e-05 -0.00042859614803340661 -0.00010613559806159856 7.7483551153534331e-06 9.1977990861309429e-05 7.5351148093716348e-06 8.1461903114643529e-06 -1.6447636825205335e-05 0.00014752643140241163 -0.00019452012726414836 4.3555377387818341e-05
leaf_weight=137 117 90 108 76 62 43 34 34 30 31 386 29 50 29 52 52 33 32 45 34 31 25 116 135 837 69 25 97 30 43
leaf_count=137 117 90 108 76 62 43 34 34 30 31 386 29 50 29 52 52 33 32 45 34 31 25 116 135 837 69 25 97 30 43
internal_value=0.000233436 0.000514925 0.000731029 0.000385458 -0.00299145 -0.00268156 -0.00504505 0.000646081 0.00329545 0.0004 -0.000711744 5.87372e-05 -0.00369942 -0.00637168 -0.00357143 -0.00128631 -0.00204762 0.00123435 0.00763158 -0.00618557 -0.0025 -0.0013986 0.00426667 0.0014684 0.00105152 -0.00192982 0.00115942 0.00314286 0.00233918 -0.000810811
internal_weight=2912 2679 2506 2282 233 178 110 2104 165 1939 832 670 162 112 83 471 419 1107 75 96 173 142 224 1075 940 103 68 199 170 73
internal_count=2912 2679 2506 2282 233 178 110 2104 165 1939 832 670 162 112 83 471 419 1107 75 96 173 142 224 1075 940 103 68 199 170 73
cat_boundaries=0 3 4 6 8 9 10 11 12
cat_threshold=67108866 1573888 4096 144 67275810 32 0 16420 408 16820482 8193 4
is_linear=0
shrinkage=0.04


Tree=649
num_leaves=31
num_cat=14
split_feature=8 7 12 4 4 10 7 8 3 12 7 9 17 7 1 9 0 12 3 5 1 4 4 0 12 3 0 0 4 4
split_gain=2.90828 2.28946 2.11014 1.61711 1.3681 1.27676 1.5205 1.23363 0.973861 0.971608 1.72243 1.34589 1.02544 1.0004 1.30069 0.944041 1.1773 1.15506 0.913561 0.899381 0.847419 0.832287 0.801036 0.799277 1.36357 1.2246 0.777913 0.658569 0.647163 0.62793
threshold=0 1 2 8015305000.000001 5081865000.000001 3 4 5 2014.5000000000002 6 7 8 9 10 3.5000000000000004 11 35.600000000000009 12 1992.5000000000002 1.0000000180025095e-35 5.5000000000000009 141.00000000000003 5965.0000000000009 40.250000000000007 13 2007.5000000000002 16.750000000000004 39.07500000000001 5544455000.000001 29019565000.000004
decision_type=9 9 9 8 8 9 9 9 10 9 9 9 9 9 10 9 10 9 10 10 10 10 10 10 9 10 10 10 8 8
left_child=2 4 3 22 -2 6 18 -4 -5 10 -8 -11 21 26 -15 17 -17 19 -3 27 23 -12 -1 24 25 -16 -13 -14 -9 -7
right_child=1 5 7 8 -6 29 9 28 -10 11 12 13 15 14 20 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.9888628547617481e-06 -3.3812892867501886e-05 0.00011680493543465786 -2.7215079873492697e-05 5.6109455864898904e-05 -5.2462995117004139e-05 7.5580587530410526e-06 1.650829592712455e-05 5.1812091919885004e-05 -1.5818132163438749e-05 -2.0826260091340033e-05 -2.7916151858953243e-05 6.9088188759280912e-06 2.4838949191874349e-05 -0.00015274564840680682 8.8298871226868413e-05 -0.0004214494266292235 0.00024541622419285149 -3.8966690242787649e-05 -1.5598000164942504e-05 -0.00017278511062080782 0.00032557707573495522 -0.00065259437655299738 -2.4380116907352089e-05 3.1435309816671978e-05 -1.8481980608555658e-05 -6.5203199903542957e-05 -2.4166897713264746e-05 -8.9407282420950205e-06 3.7748112424651483e-06 -8.6797953447188554e-05
leaf_weight=28 38 81 108 277 196 50 111 29 28 169 76 191 39 86 123 27 151 136 26 25 74 45 25 75 209 32 146 91 140 166
leaf_count=28 38 81 108 277 196 50 111 29 28 169 76 191 39 86 123 27 151 136 26 25 74 45 25 75 209 32 146 91 140 166
internal_value=6.66889e-05 -0.000581297 0.00244582 0.00444444 -0.0042449 -0.000158879 0.000176715 -0.000208333 0.00568627 -0.000110072 -0.00126404 0.00062724 -0.00212978 0.00122492 0.00219672 -0.00120833 0.0010582 -0.00258278 0.00457627 -0.000120482 0.00299611 -0.00530303 -0.00185185 0.00231818 0.00153425 0.00421687 -0.000517241 0.00122137 0.00188889 -0.00299559
internal_weight=2998 2363 635 358 234 2129 1913 277 305 1806 701 1105 590 936 599 469 178 291 107 155 513 121 53 439 364 155 337 130 169 216
internal_count=2998 2363 635 358 234 2129 1913 277 305 1806 701 1105 590 936 599 469 178 291 107 155 513 121 53 439 364 155 337 130 169 216
cat_boundaries=0 27 44 46 47 64 85 86 95 97 98 107 109 110 112
cat_threshold=1073741840 1050636 0 134217728 73728 0 0 0 1 32768 0 133120 0 1049600 268435456 0 0 0 4096 10240 384 524288 0 8 0 0 68 268566528 0 1048576 2097152 2 134217728 0 268435456 0 32 32800 256 0 0 0 32 4096 16843074 32 288 1 128 0 0 0 0 0 0 0 0 0 128 16 0 0 0 1073741952 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 384 16909602 0 0 0 2048 32 0 131072 0 65536 0 180 9 0 0 0 0 0 0 131072 131072 65536 0 6176 34 67133440 34
is_linear=0
shrinkage=0.04


Tree=650
num_leaves=31
num_cat=7
split_feature=8 9 8 2 1 2 4 2 6 4 4 17 2 2 2 2 1 2 2 3 1 2 2 2 2 2 2 9 2 9
split_gain=2.70021 1.63075 1.72348 1.1633 0.849279 0.866645 0.823877 0.780116 0.723506 2.47088 0.949414 0.722278 0.715161 0.700672 1.15185 1.1372 0.641359 0.635671 0.567377 0.576462 0.519492 0.475833 0.461993 0.480111 0.554704 0.441764 0.440385 1.0539 1.20341 0.728354
threshold=0 1 2 10.500000000000002 3.5000000000000004 29.500000000000004 9950.0000000000018 22.500000000000004 3 972430000.00000012 45.000000000000007 4 8.5000000000000018 77.500000000000014 298.50000000000006 43.500000000000007 5.5000000000000009 71.500000000000014 67.500000000000014 2004.5000000000002 5.5000000000000009 6.5000000000000009 58.500000000000007 46.500000000000007 39.500000000000007 4.5000000000000009 13.500000000000002 5 19.500000000000004 6
decision_type=9 9 9 10 8 10 8 10 9 10 10 9 8 10 10 10 10 10 10 10 8 10 10 10 10 10 8 9 10 9
left_child=1 6 18 12 -5 7 -1 -6 11 10 25 -2 16 15 -15 26 -4 22 19 21 -19 -3 23 24 -7 -10 29 28 -28 -13
right_child=8 2 3 4 5 17 -8 -9 9 -11 -12 13 -14 14 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.1630001630750256e-05 1.4507944611281687e-05 0.0026614382639521495 1.2303127165829154e-05 -7.2669388209227749e-05 8.3968752741725447e-06 5.2397346899368811e-06 -6.7580873296684276e-05 2.9149188322676879e-05 -6.4993099861965226e-07 -0.00014193921498737439 0.00023852603135210871 -2.2313310619566098e-05 -4.87655503234663e-05 -0.00014669882743902462 2.125474923232673e-05 2.7775385459634095e-05 -4.5550593226160173e-05 7.4307924439409595e-06 3.5036038469229424e-05 3.8287881331164896e-05 0.00014974227887279312 7.5519310141203275e-06 -1.6029181997581077e-05 0.00020982257277857741 -9.2182779134830647e-05 -3.2670345902587881e-05 0.00021566496881064267 -6.3285781517805618e-05 -9.1220709716566268e-06 1.1419729645041344e-05
leaf_weight=25 104 25 104 86 122 88 106 32 153 27 56 112 54 90 33 123 38 105 29 26 40 81 49 55 56 363 46 366 83 272
leaf_count=25 104 25 104 86 122 88 106 32 153 27 56 112 54 90 33 123 38 105 29 26 40 81 49 55 56 363 46 366 83 272
internal_value=0.000142373 0.00167845 0.00223776 0.00145238 0.00230284 0.00288321 -0.00239437 0.00541935 -0.000804785 -0.00193443 -0.00139616 -0.000241935 -0.00121827 -0.000545775 -0.0033871 -0.000199402 0.00027972 0.00187817 0.00593023 0.00511278 0.0039726 0.00373832 0.00064257 0.0015 0.000275862 -0.00193424 -0.000704545 -0.00149194 0.00157143 0.000311688
internal_weight=2949 1121 990 829 633 547 131 154 1828 599 572 1229 196 1125 123 1002 142 393 161 132 145 106 248 199 144 516 879 495 129 384
internal_count=2949 1121 990 829 633 547 131 154 1828 599 572 1229 196 1125 123 1002 142 393 161 132 145 106 248 199 144 516 879 495 129 384
cat_boundaries=0 29 31 60 61 62 64 66
cat_threshold=1342177296 2052 0 0 2147483648 1 0 0 0 0 0 4 0 0 0 0 0 0 4096 10240 384 0 20971520 0 0 49152 68 0 524288 0 4128 1073741840 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 256 0 0 0 0 0 0 0 524288 394 5 0 20484 0 16532
is_linear=0
shrinkage=0.04


Tree=651
num_leaves=31
num_cat=11
split_feature=7 2 12 9 6 9 12 2 7 1 4 2 2 6 15 2 2 2 2 1 2 12 1 4 2 15 2 2 2 2
split_gain=2.83584 1.9827 2.05196 1.7016 1.39681 1.36498 1.45167 2.22258 1.11424 1.04607 0.974834 0.879741 0.85456 0.844222 1.20847 1.44515 0.832783 1.29556 0.717289 0.704866 0.700307 1.24655 0.686966 0.76008 0.628609 0.615996 0.982366 0.805121 0.787333 0.970312
threshold=0 131.00000000000003 1 2 3 4 5 15.500000000000002 6 4.5000000000000009 11.000000000000002 34.500000000000007 3.5000000000000004 7 8 25.500000000000004 262.50000000000006 398.00000000000006 104.50000000000001 3.5000000000000004 43.500000000000007 9 5.5000000000000009 45.000000000000007 36.500000000000007 10 5.5000000000000009 5.5000000000000009 30.500000000000004 64.500000000000014
decision_type=9 10 9 9 9 9 9 10 9 10 10 10 8 9 9 10 10 10 8 8 8 9 10 10 10 9 8 10 8 8
left_child=5 2 4 10 22 -1 7 -7 12 -10 13 -12 -8 -4 15 -15 -3 -18 -6 -9 21 -14 23 -2 -21 27 -27 -5 -28 -30
right_child=1 16 3 25 18 6 8 19 9 -11 11 -13 20 14 -16 -17 17 -19 -20 24 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=2.664738456370941e-05 0.00014460275136627844 9.1344825417962738e-05 -2.5879031622366712e-06 -0.00016633499895107206 -3.8667206029430193e-06 -1.5555803100397726e-06 -0.00020755633110574933 -2.251959373843704e-05 -0.00014511459836747065 1.6589133504254506e-05 -5.2940189898755816e-05 -0.0006330433744469844 4.213455565814428e-05 -0.00064906900277783564 -1.2794602598056315e-05 -7.6725626301055168e-06 -4.5011747647265563e-05 2.1718657383757999e-05 -0.00016167202090251466 3.6648388657809507e-05 -4.0767777556922628e-05 -8.7938676009358122e-06 -0.00024172127966590296 -3.0033942953124893e-05 1.1700473590963156e-05 0.00017187956244171687 -0.00016663710570835377 0.00023596445806404632 2.2085429365077404e-05 -0.00013239734173268403
leaf_weight=128 197 75 235 33 293 115 39 34 66 181 86 29 118 125 102 57 29 79 40 78 155 116 26 33 165 28 70 99 31 59
leaf_count=128 197 75 235 33 293 115 39 34 66 181 86 29 118 125 102 57 29 79 40 78 155 116 26 33 165 28 70 99 31 59
internal_value=0.000485969 -0.000552677 -0.00102332 -0.00215544 0.000833333 0.00197347 0.00146568 0.00337469 0.0003207 0.0024031 -0.00334884 -0.00672414 -0.000911162 -0.00265385 -0.0040678 -0.00601036 0.00336957 0.00110092 -0.000872093 0.00539568 -0.000358974 0.00102128 0.00299625 0.00380952 0.00614754 0.000241692 -0.00120603 0.00223776 -0.00248447 0
internal_weight=2921 1726 1543 954 589 1195 1067 392 675 247 634 115 428 519 284 182 183 108 333 277 389 234 256 230 243 320 188 132 160 90
internal_count=2921 1726 1543 954 589 1195 1067 392 675 247 634 115 428 519 284 182 183 108 333 277 389 234 256 230 243 320 188 132 160 90
cat_boundaries=0 18 19 21 22 24 26 38 39 40 42 43
cat_threshold=2 128 1711284224 8708 524290 134217728 131072 268574720 65536 16 0 128 0 0 0 0 1073745936 128 17910112 0 6180 86 0 4100 16852256 2 2 0 0 0 0 134217728 131072 131072 65536 0 0 128 448 67108864 1179712 32 67108864
is_linear=0
shrinkage=0.04


Tree=652
num_leaves=31
num_cat=10
split_feature=7 9 12 7 12 2 4 17 8 9 4 4 9 0 4 7 2 5 2 2 2 2 2 2 2 2 2 2 0 2
split_gain=3.04186 1.19089 1.4804 1.12904 1.17824 2.20319 3.26354 1.37069 1.33997 1.2433 1.50515 1.39373 1.02837 1.26015 0.965917 0.916028 0.916755 0.839235 0.799073 1.19509 0.780927 0.704066 0.690103 0.653854 1.5421 1.88199 0.623077 1.10841 0.621658 0.611612
threshold=0 1 2 3 4 1.0000000180025095e-35 6050.0000000000009 5 6 7 8747595000.0000019 925740000.00000012 8 47.750000000000007 152.50000000000003 9 15.500000000000002 1.5000000000000002 12.500000000000002 78.500000000000014 9.5000000000000018 4.5000000000000009 620.00000000000011 42.500000000000007 76.500000000000014 144.50000000000003 39.500000000000007 26.500000000000004 10.500000000000002 95.500000000000014
decision_type=9 9 9 9 9 10 10 9 9 9 8 8 9 8 10 9 8 10 8 10 10 10 8 8 8 8 10 10 10 10
left_child=1 17 -3 14 5 -5 28 9 -9 10 -6 -11 18 -14 -2 26 -17 -1 -10 -20 21 -13 -16 -18 -25 -26 27 -4 -7 -28
right_child=3 2 15 4 7 6 -8 8 12 11 -12 20 13 -15 22 16 23 -19 19 -21 -22 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=-3.5613133250294024e-05 -4.6864038604184089e-05 -4.6543615988525748e-06 4.6074500909298875e-06 -0.00016796697205180068 -1.89227929059399e-05 -0.00015460134423911142 0.00011084851088263293 5.2264694046293418e-05 0.00015413685897328833 3.5677606626514094e-05 3.7297147841925949e-05 -0.0017833110058222701 -1.493357097643866e-06 0.00010457569051972371 -0.00025692813134966743 9.0698033341034541e-05 2.8526338777368212e-06 7.1165660343552871e-06 -0.00042751989851566921 4.2998651050112358e-05 -0.00018683093723815603 2.4936070792520581e-05 -2.9782528014976608e-06 8.818693624519369e-05 -9.6904986187915652e-05 0.00054149578846839574 -5.166951556930144e-05 0.00090078226529541892 9.5271249062989223e-06 2.2848471078837917e-05
leaf_weight=106 180 113 98 36 48 32 29 104 41 28 96 28 935 33 33 116 44 47 52 25 81 38 25 31 26 45 58 31 349 46
leaf_count=106 180 113 98 36 48 32 29 104 41 28 96 28 935 33 33 116 44 47 52 25 81 38 25 31 26 45 58 31 349 46
internal_value=0.000406091 0.00256477 0.00336026 -0.000353902 -3.05188e-05 0.00175055 0.00262774 -0.000565789 6.66112e-05 -0.00284848 0 -0.00505376 -0.000364631 8.1716e-05 -0.00289157 0.0043083 0.00600733 -0.000609756 -0.00372093 -0.00641026 -0.00689189 -0.00358209 -0.00745763 0.00408163 0.00582524 0.0025 0.00221311 0.00415385 0.00162304 0
internal_weight=2954 761 608 2193 1955 446 410 1509 1190 319 144 175 1086 968 238 495 262 153 118 77 147 66 58 146 102 71 233 129 381 104
internal_count=2954 761 608 2193 1955 446 410 1509 1190 319 144 175 1086 968 238 495 262 153 118 77 147 66 58 146 102 71 233 129 381 104
cat_boundaries=0 18 20 21 38 40 41 61 63 65 77
cat_threshold=2 268435584 67117056 533120 524322 8192 4194304 268443648 33622016 32 40960 320 128 0 0 0 1073741952 256 0 12432 84019456 131072 1 1108344832 0 0 2 0 0 0 0 32 128 16 268435456 0 0 16 68223232 2 25 16 2048 0 0 0 0 0 0 0 0 0 0 2048 512 0 4096 0 0 0 8192 0 20480 1073741824 4240 0 128 0 532480 2 0 0 268435456 65536 32 0 256
is_linear=0
shrinkage=0.04


Tree=653
num_leaves=31
num_cat=8
split_feature=8 7 0 12 0 4 12 6 4 12 2 2 2 2 5 0 0 2 2 2 2 2 1 1 0 1 17 2 2 12
split_gain=1.85273 1.70858 1.36679 1.36535 1.11351 1.33842 1.01586 1.17067 0.995194 1.05114 0.965883 0.957138 1.95945 1.30285 1.05404 0.985158 0.839174 0.785776 0.783603 1.00798 1.21518 1.2056 0.890525 0.886731 0.68691 0.62716 0.553842 1.25007 0.946584 1.41679
threshold=0 1 47.750000000000007 2 10.500000000000002 6050.0000000000009 3 4 9330535000.0000019 5 22.500000000000004 38.500000000000007 22.500000000000004 79.500000000000014 1.0000000180025095e-35 23.500000000000004 43.175000000000004 38.500000000000007 108.50000000000001 38.500000000000007 24.500000000000004 16.500000000000004 5.5000000000000009 4.5000000000000009 38.57500000000001 5.5000000000000009 6 229.00000000000003 12.500000000000002 7
decision_type=9 9 10 9 10 10 9 9 8 9 8 8 10 10 10 10 10 10 10 8 10 10 10 10 10 8 9 8 8 9
left_child=2 8 3 11 -5 18 7 -3 10 -10 -2 12 14 15 25 -13 17 24 19 20 21 22 -6 -21 -11 -1 27 -8 -28 -30
right_child=1 6 -4 4 5 -7 26 -9 9 16 -12 13 -14 -15 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=5.9783124995504974e-06 -0.00012683068887639593 4.0929480346711958e-05 5.1943125889692965e-05 -5.5520608224171044e-05 1.9554366674796598e-05 -1.1921707556901141e-05 1.5734521220167607e-07 -1.0688989320328801e-07 -0.00017003367322921293 -0.00018961068779191237 -0.00024665100609567504 -8.7130261596755082e-05 0.00014827082253699331 8.7096042904377666e-06 -0.00010359890563101715 -2.8591226894292279e-06 -5.5809151834225193e-05 -8.7558701680663379e-05 -1.1694530955281835e-05 2.4051633337691669e-05 -1.507276065446206e-05 2.905047781055714e-05 -1.7544022317821372e-05 0.00013956095604967801 0.00021488939423871755 -2.8612341208287261e-05 8.2348190371206444e-06 0.00077477466017899848 4.8212519983081849e-06 -5.0799745281153719e-05
leaf_weight=133 29 116 43 63 106 98 145 129 111 33 27 95 80 98 29 82 29 39 49 35 46 43 29 127 78 58 406 38 120 453
leaf_count=133 29 116 43 63 106 98 145 129 111 33 27 95 80 98 29 82 29 39 49 35 46 43 29 127 78 58 406 38 120 453
internal_value=0.000505391 -0.000328798 0.00169796 0.00145051 0.00276771 0.00340824 0.000296192 0.00257813 -0.00280112 -0.0019244 -0.0077193 3.41297e-05 0.00159468 -0.00166667 -0.000361991 -0.00370787 0.000105263 0.0013245 0.0043578 0.00496124 0.0032 0.00469274 0.00279412 0.00736196 0.00303571 0.000729167 -0.000204604 0.00175258 -0.000585859 -0.00163763
internal_weight=2967 1753 1214 1171 596 533 1407 245 346 290 56 575 300 275 220 177 179 150 435 386 224 178 135 162 111 191 1162 183 979 573
internal_count=2967 1753 1214 1171 596 533 1407 245 346 290 56 575 300 275 220 177 179 150 435 386 224 178 135 162 111 191 1162 183 979 573
cat_boundaries=0 29 46 48 50 51 52 53 54
cat_threshold=268435456 2060 0 134217728 0 0 0 0 0 0 0 131076 0 1536 0 4096 0 0 4096 10240 128 0 20971520 0 0 32768 4 0 128 268435458 1 537919488 2099204 524288 0 0 131072 33619968 0 32768 0 0 0 0 0 4112 17926208 32 1050624 34 388 1100096 7 66816
is_linear=0
shrinkage=0.04


Tree=654
num_leaves=31
num_cat=10
split_feature=8 7 12 0 2 12 0 1 2 2 8 2 2 2 12 3 5 0 0 2 6 2 12 3 2 9 3 0 3 6
split_gain=2.361 1.68711 1.70823 1.41987 1.28831 1.18531 1.33748 1.95737 1.13834 1.08723 1.04862 1.04806 1.36196 0.999468 2.04773 0.990087 0.960917 1.42089 0.752763 0.719219 0.971265 1.39363 0.850832 0.90337 0.706589 0.60732 0.729317 0.586834 0.585063 0.574639
threshold=0 1 2 16.750000000000004 14.500000000000002 3 46.250000000000007 5.5000000000000009 15.500000000000002 68.500000000000014 4 69.500000000000014 10.500000000000002 47.500000000000007 5 2000.5000000000002 1.0000000180025095e-35 37.750000000000007 48.175000000000004 49.500000000000007 6 21.500000000000004 7 2012.5000000000002 15.500000000000002 8 2021.5000000000002 50.425000000000004 2022.5000000000002 9
decision_type=9 9 9 10 8 9 8 8 8 10 9 10 8 10 9 8 10 10 8 10 9 10 9 8 8 9 8 10 8 9
left_child=3 2 11 -1 -4 10 7 19 -5 -10 -3 12 -2 14 28 -12 17 -11 25 20 21 -7 -22 -24 -9 -17 -27 -8 -6 -28
right_child=1 5 4 8 13 6 27 24 9 16 15 -13 -14 -15 -16 18 -18 -19 -20 -21 22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.0022694953244686645 -1.6654554357948824e-05 -0.00012842871471399064 -4.5374923773096046e-05 2.8328179020000732e-05 -6.6917197202656097e-05 -1.8288175673077944e-05 -0.00061083756667152051 0.00063105589100104003 -7.4092565586525437e-06 5.9108230738047494e-06 -0.00026946898281895673 -8.7137323877328757e-06 6.950844375417376e-05 -2.5587705537191141e-05 -1.8823463082497938e-05 -8.7041499207884962e-06 -6.142984886871261e-05 0.00021020869624948092 4.3130625206515562e-05 2.733668662600053e-05 8.8080178957525851e-05 -0.001761746954609933 2.4956676606358031e-05 -1.0969483053600015e-05 2.2667124050919085e-05 -3.0379440716643557e-05 1.9141004208478307e-06 -3.4871667367042395e-07 4.9575316917298555e-05 0.00069119525172538947
leaf_weight=33 30 105 192 118 25 99 28 60 124 37 54 27 50 227 147 378 27 27 35 125 113 27 32 205 132 86 134 26 87 145
leaf_count=33 30 105 192 118 25 99 28 60 124 37 54 27 50 227 147 378 27 27 35 125 113 27 32 205 132 86 134 26 87 145
internal_value=0.000333787 -0.000100775 -0.00163317 0.00328912 -0.00238026 0.000579387 0.00165501 0.00209068 0.00257485 0.000833333 -0.000400844 0.00288136 0.0054321 -0.00131417 0.000384615 9.48992e-05 0.00413043 0.00676923 0.000462131 0.000963455 0.000251572 -0.00262774 0.00132964 -8.06452e-05 0.00559585 0.000188172 0.00132979 -0.00436364 0.00422764 0.00235714
internal_weight=2935 2569 785 366 678 1784 847 793 333 215 937 107 80 486 259 832 91 64 778 601 476 126 350 237 192 743 365 54 112 279
internal_count=2935 2569 785 366 678 1784 847 793 333 215 937 107 80 486 259 832 91 64 778 601 476 126 350 237 192 743 365 54 112 279
cat_boundaries=0 26 43 44 46 73 75 76 77 79 80
cat_threshold=1073741824 1048588 0 134217728 2147483648 0 0 0 0 32768 0 0 0 1048576 0 0 0 0 4096 8192 256 524288 0 0 0 268468224 131074 0 1048576 2099204 2 64 0 268566528 33622016 8192 32800 256 0 0 0 0 1073741840 16908544 131426 32 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 8 0 0 64 1056770 32 260 83905536 0 6144 278
is_linear=0
shrinkage=0.04


Tree=655
num_leaves=31
num_cat=12
split_feature=7 3 6 2 11 6 12 2 7 12 2 8 2 2 3 2 2 2 6 3 12 2 18 2 2 2 2 3 3 9
split_gain=1.88728 1.16641 1.1301 1.232 1.0847 1.41183 1.30575 1.20036 1.00463 1.15974 0.843453 0.772043 1.00357 1.27071 0.723737 0.722423 0.694514 1.04231 0.783732 0.751292 0.6928 0.726363 0.682361 0.680525 0.684439 0.771844 0.659083 0.658233 0.647764 0.616613
threshold=0 1997.5000000000002 1 9.5000000000000018 2 3 4 1269.0000000000002 5 6 11.500000000000002 7 26.500000000000004 64.500000000000014 1988.5000000000002 3.5000000000000004 16.500000000000004 9.5000000000000018 8 2011.5000000000002 9 2178.5000000000005 10 7.5000000000000009 11.500000000000002 16.500000000000004 2.5000000000000004 2021.5000000000002 2019.5000000000002 11
decision_type=9 8 9 8 9 9 9 8 9 9 10 9 8 10 10 8 10 10 9 10 9 8 9 8 8 8 10 8 8 9
left_child=1 -1 20 -4 8 6 10 -7 -2 15 22 -11 16 -14 -15 -10 17 18 28 26 -3 29 -6 -8 -25 -26 -20 -17 -13 -22
right_child=4 2 3 -5 5 7 23 -9 9 11 -12 12 13 14 -16 27 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-5.9746890881342554e-05 -2.5593858754930922e-05 9.0300474173687917e-06 -0.00017026328464893935 8.136438201304941e-05 0.00013045531064939553 -4.8040531586472928e-05 -0.00011856057967506217 -4.085721301429146e-05 0.0028667978278459571 -1.2944257077300847e-05 -0.00035299201836931361 -0.00036026921388305767 0.00012732552430108512 -6.5847744997356023e-05 2.3447596254335681e-05 0.0001902120936693308 -0.0001974668772012933 3.8998712888762557e-05 -0.00044136191785597133 0.001320279137076561 -2.1701889059499992e-05 -0.00031123005025637698 -1.7529098358863847e-05 0.001695644592755663 -6.416002035585678e-05 4.4370762085677032e-05 1.9978911109568289e-05 2.0783174019101127e-06 -4.927041049324288e-05 3.5789925928497724e-06
leaf_weight=51 111 271 37 149 25 136 41 117 25 122 102 26 129 56 26 43 103 134 28 28 113 26 57 30 31 186 76 103 104 472
leaf_count=51 111 271 37 149 25 136 41 117 25 122 102 26 129 56 26 43 103 134 28 28 113 26 57 30 31 186 76 103 104 472
internal_value=0.000324434 0.00161062 0.00190833 0.00467005 -0.000464865 -0.00165761 -0.000331263 -0.00401515 0.00032 0.000729783 -0.00287179 9.48992e-05 0.000610264 0.00292453 -0.000963855 0.00362637 -0.00036 0.000403023 -0.00106464 0.00111888 0.0012542 0.000482315 0 0.00133779 0.00217742 0.00137615 -0.000380952 0.00272109 -0.00312057 0.000784983
internal_weight=2958 1119 1068 186 1839 725 472 253 1114 1003 184 832 710 211 82 171 499 396 262 132 882 611 82 288 247 217 104 146 130 585
internal_count=2958 1119 1068 186 1839 725 472 253 1114 1003 184 832 710 211 82 171 499 396 262 132 882 611 82 288 247 217 104 146 130 585
cat_boundaries=0 18 19 21 22 23 33 35 65 66 68 69 71
cat_threshold=268451840 144 1677729792 2621956 0 134219776 131072 268574720 2048 0 8192 0 0 268435456 67108864 32 144 384 330 37 1536 390 84082690 131072 1 0 0 0 0 33554432 536870912 33554432 32 17842176 34 16 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 20971520 0 0 0 0 0 0 4096 270 67133728 2 4 0 20484
is_linear=0
shrinkage=0.04


Tree=656
num_leaves=31
num_cat=7
split_feature=8 7 0 8 4 4 4 9 5 9 0 11 2 0 3 3 3 0 2 2 2 4 3 7 2 2 3 2 2 3
split_gain=2.56537 2.08815 1.56418 1.03079 1.23037 1.52317 0.98837 1.08219 0.86358 1.00078 1.4892 1.15136 0.908526 0.771687 0.754972 0.927719 0.710454 0.761184 1.04004 0.719078 1.17614 0.689214 0.757731 0.76463 0.906268 0.806802 0.685627 0.673509 0.619792 0.874902
threshold=0 1 47.750000000000007 2 120418.00000000001 6789.5000000000009 208770000.00000003 3 1.5000000000000002 4 36.400000000000006 5 29.500000000000004 40.250000000000007 2012.5000000000002 1998.5000000000002 2004.5000000000002 30.500000000000004 58.500000000000007 65.500000000000014 32.500000000000007 3425710000.0000005 2000.5000000000002 6 41.500000000000007 69.500000000000014 1971.5000000000002 4.5000000000000009 80.500000000000014 1996.5000000000002
decision_type=9 9 10 9 10 10 8 9 8 9 10 9 10 10 10 10 10 10 8 10 10 10 10 9 10 10 10 10 10 8
left_child=14 2 6 21 5 8 -2 13 -5 10 -10 12 -11 16 15 26 17 19 -19 20 -8 22 23 24 -3 -26 -1 -9 29 -12
right_child=1 3 -4 4 -6 -7 7 27 9 11 28 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.3909880937212904e-05 0.00011180114916076178 4.1414472800838099e-05 5.4669302063850015e-05 -0.00023588692880899487 -6.5205959933827275e-05 0.001801378560536122 1.0765034641551097e-05 2.9070296684210461e-05 2.3417196337618408e-05 3.9486365388157198e-05 5.9011881405339754e-05 -1.0171849471092287e-05 0.00027708480764573553 -0.00018406169486610225 -4.3104251264907134e-05 5.023283290455538e-05 0.00015105485947621843 0.00010594439770294173 1.8507411047821165e-05 2.8846098076940054e-06 -5.2073424221887878e-05 0.00017355238138947016 2.8280195324796864e-05 -4.9010409284377945e-06 -0.00030807439540915028 0.00015682739711127879 -2.109673117249855e-05 -0.00013918468800071083 -0.00012526812031360635 -4.530371353681062e-05
leaf_weight=306 34 99 34 96 64 25 67 38 199 105 37 161 29 40 40 45 32 69 55 35 33 25 53 440 25 26 34 82 75 536
leaf_count=306 34 99 34 96 64 25 67 38 199 105 37 161 29 40 40 45 32 69 55 35 33 25 53 440 25 26 34 82 75 536
internal_value=0.000333333 -0.000158416 0.00207547 -0.000747757 -0.00139013 -0.00112342 0.00152263 0.0010177 -0.00132365 -0.00101487 -0.00170163 0.000980392 0.00358621 0.00216374 0.00316514 0.00378238 0.00294521 0.00223077 0.00448 0.000147059 -0.00158416 0.000530191 0.000279503 -0.000135364 0.00223602 -0.00192308 0.00304985 -0.0021374 -0.00265023 -0.00219512
internal_weight=2939 2514 519 1995 1327 1263 485 451 1238 1142 847 295 134 331 425 385 291 259 124 135 100 668 643 590 150 51 340 120 648 573
internal_count=2939 2514 519 1995 1327 1263 485 451 1238 1142 847 295 134 331 425 385 291 259 124 135 100 668 643 590 150 51 340 120 648 573
cat_boundaries=0 27 45 72 74 76 77 85
cat_threshold=16 12 0 0 2147491840 0 0 0 0 0 0 0 2048 1049600 0 0 0 0 33554432 2048 128 524288 0 8 0 268468224 64 268566528 0 1140850688 526848 2 134225920 0 8192 33619968 134217744 8192 2097536 0 268435456 0 0 1073741952 128 0 0 0 0 0 1 262144 0 0 0 0 133120 0 512 0 0 0 0 4096 0 2147483648 0 20971520 0 0 0 4 1 18436 1073741824 2212 4 0 0 0 0 0 0 131072 536870912
is_linear=0
shrinkage=0.04


Tree=657
num_leaves=31
num_cat=9
split_feature=7 7 2 3 2 12 12 3 2 11 2 3 12 0 1 3 3 12 2 2 4 2 4 2 2 0 11 2 2 6
split_gain=1.93491 1.14949 1.12529 1.33121 1.0849 1.75183 1.36323 1.32497 1.36108 1.25322 1.23026 1.04955 1.03018 1.21866 1.4347 0.8652 0.865046 0.863841 1.48471 2.07312 0.852949 0.820969 0.79375 0.789687 1.20319 0.885342 0.725137 1.07271 0.694302 0.685925
threshold=0 1 3.5000000000000004 2017.5000000000002 44.500000000000007 2 3 2024.5000000000002 1.5000000000000002 4 194.50000000000003 2019.5000000000002 5 33.175000000000004 5.5000000000000009 2001.5000000000002 1984.5000000000002 6 24.500000000000004 14.500000000000002 1300.0000000000002 29.500000000000004 3146480000.0000005 16.500000000000004 14.500000000000002 16.750000000000004 7 19.500000000000004 99.000000000000014 8
decision_type=9 9 8 10 10 9 9 8 8 9 10 8 9 10 10 10 10 9 10 10 8 10 8 8 10 10 9 8 10 9
left_child=2 11 -1 12 6 9 16 21 -9 -6 -11 -2 -4 -14 15 -15 20 -13 19 22 -3 -8 -19 24 25 -22 -10 29 -20 -28
right_child=1 4 3 -5 5 -7 7 8 26 10 -12 17 13 14 -16 -17 -18 18 28 -21 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.1419571950195293e-05 -7.8869962234122683e-05 0.0001826366117064282 -1.5931542493774487e-06 -0.00015708858860257634 0.00012235789627219163 -6.2023376471742607e-06 3.7752655378042734e-06 4.2706500824749586e-05 -3.1963785480826345e-06 -1.9671648462207259e-05 5.7441415409797972e-05 4.2301853246584642e-06 3.2077746654408655e-05 4.4939886127011162e-05 -3.3107172730133528e-05 0.0008646179408669497 -4.1442856852782487e-05 1.8966027886833103e-05 -0.00030784661740558051 7.8516680711402385e-05 -8.2562476199825598e-05 0.0019588262047997062 -0.00023803134372062828 1.3290461732538005e-05 -8.5020695121116316e-05 1.3168562678949058e-05 3.0172593833910358e-06 -0.00011764628311606629 -1.8242359716680314e-05 -3.6632450053204479e-05
leaf_weight=32 31 36 133 27 141 350 144 44 187 56 51 103 39 179 32 33 145 25 48 31 33 32 66 221 25 184 102 206 25 157
leaf_count=32 31 36 133 27 141 350 144 44 187 56 51 103 39 179 32 33 145 25 48 31 33 32 66 221 25 184 102 206 25 157
internal_value=0.00020555 -0.000252649 0.00251029 0.00202703 9.41176e-05 0.00153589 -0.000474621 -0.0014949 -0.00229555 0.00401544 0.000508475 -0.00241176 0.00258993 0.00387755 0.00293878 0.00413146 0.000916031 -0.00173913 -0.00320388 -0.000650407 0.00172 0.00158192 -0.00369565 0.00125 -0.000329218 0.000642202 -0.00275651 -0.00357143 -0.00783784 -0.00192308
internal_weight=2918 2443 475 443 2114 598 1516 872 696 248 107 329 416 283 244 212 644 298 195 122 499 176 91 463 242 217 652 465 73 259
internal_count=2918 2443 475 443 2114 598 1516 872 696 248 107 329 416 283 244 212 644 298 195 122 499 176 91 463 242 217 652 465 73 259
cat_boundaries=0 18 36 37 38 39 41 42 45 46
cat_threshold=16384 268435584 537927680 2621440 32 134225922 0 536879104 2048 134217728 0 64 0 268435456 0 32 1073741952 128 268566528 16 0 2052 65538 0 0 268435456 0 268443648 32 384 268435456 0 0 0 0 256 16818242 68306978 36 16803072 32 107776 32 0 524288 448
is_linear=0
shrinkage=0.04


Tree=658
num_leaves=31
num_cat=11
split_feature=7 11 7 8 12 0 4 4 0 12 9 0 18 4 8 5 5 13 4 0 12 0 4 0 1 0 0 0 0 0
split_gain=2.46577 1.47274 1.74616 2.0298 1.79046 1.1498 1.0891 1.03176 0.92316 1.42607 1.59725 2.30796 1.17288 0.962644 0.88352 1.36206 1.06876 0.77114 0.736205 0.690096 0.682207 0.522174 0.490136 0.484564 0.487487 0.427048 1.1816 0.457786 0.375065 0.358475
threshold=0 1 2 3 4 42.710000000000008 15.000000000000002 425.00000000000006 18.500000000000004 5 6 40.250000000000007 7 680725000.00000012 8 1.5000000000000002 10.500000000000002 9 40797.000000000007 40.250000000000007 10 22.250000000000004 1009900000.0000001 36.400000000000006 5.5000000000000009 35.850000000000009 39.07500000000001 15.500000000000002 9.5000000000000018 48.175000000000004
decision_type=9 9 9 9 9 10 10 10 10 9 9 10 9 10 9 8 8 9 8 10 9 10 10 10 8 10 10 8 10 8
left_child=8 5 6 18 7 -2 21 17 20 23 19 12 -12 -13 -6 -16 -17 -5 -4 -11 -1 -3 -7 -10 -25 27 -27 -19 -22 -18
right_child=1 2 3 4 14 22 -8 -9 9 10 11 13 -14 -15 15 16 29 25 -20 -21 28 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-3.0646271484897623e-05 -0.00017153853417319452 0.00040632524170064243 1.9297587648452464e-05 8.99274229972491e-06 -4.146831619735281e-05 -4.6331762563411871e-05 -2.2119431511988809e-05 -7.2633355615216996e-05 6.1326431728758729e-05 -2.3798835406836361e-05 7.9348280490165741e-06 -2.7955538437041128e-05 0.0005399911302040295 1.0404024410419765e-05 9.9724755531553915e-05 -7.2320373167364955e-05 2.3617302613985202e-05 -1.6000854619875328e-05 1.6140589418291994e-05 5.4270525094359812e-05 -6.3878527353899983e-05 -4.2401509709435462e-05 0.00011800797361441795 3.8009421165661192e-05 5.6549285430662623e-06 -0.00095233354522939351 -3.1896937052806606e-05 4.6959618251918304e-06 8.2864017824846323e-06 -2.4550577031767773e-05
leaf_weight=120 102 28 32 155 115 33 30 48 68 167 25 28 75 29 63 58 614 87 188 44 28 161 28 126 30 28 167 95 80 26
leaf_count=120 102 28 32 155 115 33 30 48 68 167 25 28 75 29 63 58 614 87 188 44 28 161 28 126 30 28 167 95 80 26
internal_value=0.000472386 -0.000270662 5.24659e-05 0.000497925 -5.45331e-05 -0.0037931 -0.00321739 -0.00175973 0.00231047 0.00317032 0.00147757 0.00440476 0.00831683 -0.00172414 0.0010823 0.00158031 0.00108727 -0.0012758 0.00398268 -0.000810811 0.000174672 -0.00221053 0.000322581 0.00561702 0.00458599 -0.00221649 -0.00357143 -0.000874317 0.00235294 0.00156006
internal_weight=2878 2058 1895 1676 1456 163 219 580 820 592 368 157 100 57 876 761 698 532 220 211 228 189 61 224 156 377 195 182 108 640
internal_count=2878 2058 1895 1676 1456 163 219 580 820 592 368 157 100 57 876 761 698 532 220 211 228 189 61 224 156 377 195 182 108 640
cat_boundaries=0 18 21 38 62 64 66 68 69 90 91 93
cat_threshold=268435457 144 1140850688 2367620 524290 0 131072 805314560 0 8208 8192 192 0 268435456 0 0 1073741824 128 67108864 2148532736 524288 147456 268435457 0 2560 0 66 0 0 33554432 32 0 256 0 0 0 32 128 0 12 0 0 2147549184 1 0 0 0 0 0 0 2048 0 0 0 0 0 4096 10240 128 0 0 8 16984320 32 74016 34 0 18432 4 16 0 4 0 0 0 0 0 0 0 0 4 0 512 0 0 0 0 0 0 256 4 1122624 32
is_linear=0
shrinkage=0.04


Tree=659
num_leaves=31
num_cat=15
split_feature=8 7 12 7 7 4 12 0 0 0 12 6 3 13 4 3 3 13 11 12 0 11 18 0 0 13 4 0 3 3
split_gain=2.51127 2.52527 1.58187 1.11152 1.07588 1.29952 1.39515 0.896106 1.51674 1.0569 0.719173 0.968795 1.40478 0.745454 0.870909 0.738918 0.686213 0.652199 0.601809 1.26437 0.843895 0.594141 0.556595 0.549083 0.525851 0.522443 0.512324 0.489117 0.621799 0.486131
threshold=0 1 2 3 4 1557465000.0000002 5 51.32500000000001 47.750000000000007 40.675000000000004 6 7 2018.5000000000002 8 45.000000000000007 1977.5000000000002 2003.5000000000002 9 10 11 24.500000000000004 12 13 33.175000000000004 37.750000000000007 14 152.50000000000003 38.57500000000001 1989.5000000000002 2009.5000000000002
decision_type=9 9 9 9 9 10 9 10 8 10 9 9 10 9 10 10 8 9 9 9 10 9 9 10 10 9 10 10 10 10
left_child=4 16 -3 -4 -1 6 17 8 9 10 11 12 25 14 15 -12 -2 -6 24 20 -20 -8 -11 -18 -15 -5 -21 -13 -29 -25
right_child=1 2 3 7 5 -7 21 -9 -10 22 13 27 -14 18 -16 -17 23 -19 19 26 -22 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=-1.8155791504526066e-05 6.1447042945061982e-06 2.4958920887918625e-05 2.2383150500573378e-05 -2.0450006584766812e-05 1.0639152570597333e-05 0.00013463161420716575 1.3459009370109243e-05 -0.0001081053896820805 5.1060085958241077e-05 -9.4055302209739015e-06 -6.275890449174426e-06 3.1067915572791095e-06 0.0015623476319667163 -7.7784474407422972e-05 -0.00047486510847306819 -0.00017112752747749482 -8.1656038492639034e-06 3.3306676544668787e-05 1.8790983254746153e-06 -4.399733931556682e-05 0.00058297526607852034 -1.4545107289478665e-05 -7.9375661370306724e-05 -0.00022027763973301974 -7.2121345331765951e-06 3.4580244513904293e-06 5.5655967732803905e-06 0.00037981112547996076 1.4656617751960254e-05 -1.9911469600373266e-05
leaf_weight=103 28 234 103 227 178 62 117 27 45 33 223 48 25 45 49 100 28 122 55 151 71 149 65 164 199 132 25 56 50 25
leaf_count=103 28 234 103 227 178 62 117 27 45 33 223 48 25 45 49 100 28 122 55 151 71 149 65 164 199 132 25 56 50 25
internal_value=0.000115646 -0.00055881 -7.0922e-05 -0.000494253 0.00212938 0.0027543 0.00218695 -0.000757483 -0.0006375 -0.000848875 -0.000576527 0.000582878 -0.000506329 -0.00124865 -0.00261097 -0.00191358 -0.00429688 0.00398714 -0.000287253 0.000894569 0.00379562 0 -0.00484848 -0.00522936 -0.00172549 -0.00116667 -0.00128342 0.00315152 0.00485981 -0.006
internal_weight=2939 2208 1963 1729 731 628 566 1626 1599 1554 1456 538 384 918 372 323 245 300 546 302 126 266 98 217 244 359 176 154 106 189
internal_count=2939 2208 1963 1729 731 628 566 1626 1599 1554 1456 538 384 918 372 323 245 300 546 302 126 266 98 217 244 359 176 154 106 189
cat_boundaries=0 26 43 45 61 75 77 78 79 80 81 82 83 84 85 86
cat_threshold=0 2060 4 134217728 2147549184 0 262144 2147483648 1 32768 0 0 10240 1050112 268435456 0 0 0 0 8192 256 0 0 0 0 49152 268435458 16 1048576 0 0 134217728 0 536870912 2048 32 32 0 128 0 0 0 1073745920 16416 2 131072 0 0 4 0 0 0 8192 33554432 0 0 0 0 0 0 32 0 0 0 0 32 0 0 131072 33554432 32 8192 0 0 268435456 84027426 32 17899584 394 12 10 16388 164098 16388 4 10
is_linear=0
shrinkage=0.04


Tree=660
num_leaves=31
num_cat=11
split_feature=8 7 6 7 4 12 12 1 4 4 2 12 8 2 0 2 2 0 0 6 9 2 4 2 2 2 2 2 12 2
split_gain=2.56093 2.76698 1.54019 1.50066 2.039 1.74152 1.51991 1.64322 1.76284 1.22505 1.35822 0.984305 0.943839 0.925572 0.911955 1.14141 0.887884 0.794823 0.710308 0.883306 1.14525 0.70332 0.673926 0.703611 1.29232 0.665437 0.654121 0.55435 0.538489 1.24107
threshold=0 1 2 3 581475000.00000012 4 5 3.5000000000000004 141.00000000000003 22.000000000000004 8.5000000000000018 6 7 12.500000000000002 16.750000000000004 40.500000000000007 1.0000000180025095e-35 39.07500000000001 33.175000000000004 8 9 99.000000000000014 107371.50000000001 8.5000000000000018 51.500000000000007 10.500000000000002 10.500000000000002 4.5000000000000009 10 9.5000000000000018
decision_type=9 9 9 9 8 9 9 8 10 10 10 9 9 8 10 10 10 10 8 9 9 10 8 10 10 8 10 10 9 10
left_child=11 2 9 4 -3 25 7 -5 -9 10 -2 13 -8 -1 -7 -16 -14 -4 28 22 -21 -17 -20 -24 -25 -6 27 -13 29 -18
right_child=1 3 17 6 5 14 12 8 -10 -11 -12 26 16 -15 15 21 18 -19 19 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=3.1466831392279457e-05 8.2501371254650735e-05 -0.00040501260021539313 7.1072654108661482e-08 -0.00019489326479845914 -0.00016057869875325538 4.0426603543934904e-05 1.1373623940258427e-05 1.1294950801143956e-05 -0.00027550529659244207 0.0010362446596145246 -0.00046484166543187656 2.9031924963653922e-05 3.0215247193332573e-05 -3.7133646220333109e-05 1.2626430001390076e-05 -0.00016113082318856443 -6.3066918343253068e-05 0.00023084827636807859 0.00098249392714404131 3.8882617050006734e-06 -7.6698993404171752e-05 -6.1574235270001059e-06 0.00076458634077233964 -0.00047286856547913204 3.320534171272982e-05 -3.7530422866254296e-05 3.5407579652044776e-05 -0.00014320573299396954 -7.4402955997499024e-06 2.6751983198352037e-05
leaf_weight=29 27 28 27 46 31 34 119 443 47 41 43 72 90 98 94 32 26 98 26 121 574 25 33 79 35 77 155 32 258 101
leaf_count=29 27 28 27 46 31 34 119 443 47 41 43 72 90 98 94 32 26 98 26 121 574 25 33 79 35 77 155 32 258 101
internal_value=-0.000169952 -0.000631333 0.00340081 -0.00105579 -0.00355422 -0.00265306 -0.000637133 0.00117002 0.00187373 -0.000163934 -0.00338028 0.00282116 -0.00130346 -0.000144928 -0.000102041 -0.00144737 -0.00161004 0.00632353 -0.00189793 -0.00253165 -0.00314448 -0.00586207 0.000108696 -0.000945946 -0.00243478 -0.00638655 0.00422222 0.00190476 -0.000466321 0.0015942
internal_weight=2941 2555 236 2319 321 293 1998 536 490 111 70 386 1462 127 185 151 1343 125 1253 868 695 57 173 147 114 108 259 104 385 127
internal_count=2941 2555 236 2319 321 293 1998 536 490 111 70 386 1462 127 185 151 1343 125 1253 868 695 57 173 147 114 108 259 104 385 127
cat_boundaries=0 27 44 45 62 63 65 66 95 96 98 99
cat_threshold=0 4 4 134217728 2147491840 0 0 0 0 0 0 131072 0 1048576 0 4096 0 0 0 8192 256 0 0 8 0 0 68 268451842 268435456 537927680 2048 32 134219776 33554432 8192 0 0 0 0 0 0 0 0 1073741824 192 131073 49 67108864 2097664 2 64 0 0 33554432 8192 0 256 16 0 0 0 4096 1278016 1188128 2 1082688 16 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 4194304 0 0 0 0 0 524288 128 0 16528 67143744
is_linear=0
shrinkage=0.04


Tree=661
num_leaves=31
num_cat=16
split_feature=7 12 4 7 9 11 6 12 4 4 17 12 3 4 3 18 9 1 6 3 16 12 3 3 4 13 4 6 4 1
split_gain=1.93994 1.86955 1.41462 1.09726 0.810506 0.797067 0.90954 1.40479 1.46928 1.37436 1.32088 1.23181 0.904801 1.00593 0.921497 0.791724 0.769203 0.720263 0.600812 0.569101 0.472278 0.462948 0.531153 0.435125 0.423986 0.412816 0.845023 0.721342 0.648937 0.654885
threshold=0 1 101.00000000000001 2 3 4 5 6 4050.0000000000005 86.000000000000014 7 8 2003.5000000000002 950.00000000000011 2008.5000000000002 9 10 5.5000000000000009 11 2010.5000000000002 12 13 2001.5000000000002 2012.5000000000002 8.0000000000000018 14 141.00000000000003 15 16472860000.000002 5.5000000000000009
decision_type=9 9 10 9 9 9 9 9 10 10 9 9 10 10 10 9 9 8 9 10 1 9 8 8 10 9 10 9 8 8
left_child=1 19 15 -2 -5 20 7 8 16 -9 -8 12 13 18 -14 -3 -7 -17 -12 21 -6 24 -23 -18 -1 26 -13 28 -27 -30
right_child=3 2 -4 4 5 6 10 9 -10 -11 11 25 14 -15 -16 17 23 -19 -20 -21 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=3.7768852144637321e-06 -8.2869251419879215e-05 -0.00050546328588694676 4.058012816400947e-05 -5.4379235726145223e-05 -0.00010567529145951937 -4.625967112815488e-05 -0.00012401126585672272 8.7651445510772416e-05 3.608353354540128e-05 -0.00010252146372579319 0.00049904716039584685 -1.4301947016548412e-06 -2.164084439804981e-05 -3.8375865461546258e-05 1.5879021854487975e-05 -6.7132120521762316e-06 4.4430249471645314e-05 1.0282918318722523e-05 3.9063065261082388e-05 -5.2768652766417288e-05 0.00015029725754072133 -1.3329160633901439e-06 3.8064623247180407e-05 -1.4876505833356646e-05 1.4139250038809337e-05 7.6426409581635822e-05 0.00015021593139174171 -1.195080491172007e-06 -0.00015250441349870414 -0.0010635483893533504
leaf_weight=135 105 31 33 120 101 112 129 200 28 36 127 305 32 49 67 122 45 51 192 31 26 25 267 134 29 30 25 222 113 30
leaf_count=135 105 31 33 120 101 112 129 200 28 36 127 305 32 49 67 122 45 51 192 31 26 25 267 134 29 30 25 222 113 30
internal_value=6.77277e-05 0.00185034 -0.00104839 -0.000518088 -0.000309278 -0.000109235 0.000105988 0.00144876 -0.00030303 0.0037247 -0.000465465 -3.32502e-05 0.00154812 0.00249322 -0.0018 -0.00234146 -0.00116438 -0.00126437 0.0033125 0.00325301 -0.00304348 0.00367615 0.00462046 0.000526316 0.0016 -0.00105978 0 -0.00192118 -0.00380435 -0.00513889
internal_weight=2952 724 237 2228 2123 2003 1876 555 319 236 1321 1192 467 368 99 204 291 173 319 487 127 456 292 179 164 725 330 395 173 143
internal_count=2952 724 237 2228 2123 2003 1876 555 319 236 1321 1192 467 368 99 204 291 173 319 487 127 456 292 179 164 725 330 395 173 143
cat_boundaries=0 17 19 37 39 42 43 44 45 46 47 49 50 51 53 54 55
cat_threshold=1 128 1611669504 2176 0 8192 0 268574720 33554432 134217744 8192 448 128 268435456 0 0 4224 123170 32 0 16 0 0 32 2 0 4194304 0 0 0 0 268435456 0 67108864 0 0 256 256 32 2214625280 65536 1 258 17894498 18 1068098 4 0 20484 196 2 49152 32 2 196
is_linear=0
shrinkage=0.04


Tree=662
num_leaves=31
num_cat=11
split_feature=7 12 8 0 12 2 17 12 0 0 12 3 2 0 0 3 12 2 8 0 3 4 6 2 8 2 0 2 4 0
split_gain=3.0666 3.25072 2.25562 1.83841 1.34625 1.2558 1.04117 1.01029 1.02178 0.998453 0.826152 0.789694 0.717695 0.68319 0.677596 0.671729 0.670051 1.10576 1.04507 1.02601 0.904729 0.784668 0.983448 1.1261 0.754406 0.924941 0.708392 0.643963 0.619108 0.605913
threshold=0 1 2 47.750000000000007 3 19.500000000000004 4 5 24.500000000000004 51.32500000000001 6 2022.5000000000002 17.500000000000004 31.500000000000004 35.600000000000009 1995.5000000000002 7 58.500000000000007 8 24.500000000000004 2002.5000000000002 390.00000000000006 9 14.500000000000002 10 182.50000000000003 37.250000000000007 34.500000000000007 963180000.00000012 35.850000000000009
decision_type=9 9 9 10 9 8 9 9 10 8 9 8 10 10 10 8 9 10 9 10 10 8 9 10 9 10 10 10 8 10
left_child=1 -1 3 4 5 -2 14 8 27 15 13 -10 -6 -3 -4 -9 24 18 -18 -20 26 -21 23 -23 -17 -26 -19 -8 -12 -24
right_child=2 10 6 -5 12 -7 7 9 11 -11 28 -13 -14 -15 -16 16 17 20 19 21 -22 22 29 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.7333025221204534e-05 3.1086531022346267e-05 1.4463775993576178e-05 3.6161259022549075e-06 5.018696881439411e-05 7.2225299356176723e-06 -2.6267459247648619e-05 2.3387809721597818e-05 0.00013541898951480391 -1.9024260612354738e-05 -0.00013221756906617088 0.00032051659222052112 0.00014038203251754311 3.3001964524643766e-05 0.00012006619577050515 -0.00010747734786249907 -1.8130565010210376e-07 1.4598673609533819e-05 -2.9035884766877017e-05 -0.00027392288072896064 -0.00013677303331178337 -9.3900433085885031e-05 1.0567625908528556e-05 0.00072809041372988046 -0.0008067240060262293 -6.5438922760137079e-05 2.9230342884467577e-05 4.5308383120783444e-05 -0.00018008543039222503 2.3673151149949946e-05 2.6053571248674245e-05
leaf_weight=102 86 29 48 30 91 147 37 43 37 28 32 86 98 86 201 269 190 64 32 27 28 72 34 64 429 30 43 27 183 232
leaf_count=102 86 29 48 30 91 147 37 43 37 28 32 86 98 86 201 269 190 64 32 27 28 72 34 64 429 30 43 27 183 232
internal_value=0.000185822 0.00325056 -0.000362319 0.00215983 0.001513 -0.00057377 -0.000935039 -0.000583287 0.00212121 -0.000914787 0.00516129 0.00435484 0.0039 0.00809524 -0.00330769 -0.000783055 -0.000924092 -0.000100376 0.000582822 -0.000466102 -0.00338235 4.65116e-05 0.000496278 -0.00217687 -0.0017862 -0.00276596 -0.00166667 -0.00184615 0.00327434 0.00187726
internal_weight=2905 432 2473 452 422 233 2021 1772 187 1585 330 123 189 115 249 1557 1514 786 651 461 135 429 402 136 728 459 107 64 215 266
internal_count=2905 432 2473 452 422 233 2021 1772 187 1585 330 123 189 115 249 1557 1514 786 651 461 135 429 402 136 728 459 107 64 215 266
cat_boundaries=0 18 19 46 47 48 50 52 54 77 78 101
cat_threshold=268435457 268435584 67379200 8192 0 0 33554432 536879104 33554432 134217728 8192 0 0 268435456 0 32 1073745920 384 17973568 268435456 12 4 0 2147549184 1 0 2147483648 0 0 0 0 8192 512 0 0 0 0 4096 2048 256 0 0 8 0 0 64 1262658 38 1048608 2 73728 32 109568 32 16 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 128 0 16777216 132 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20971520
is_linear=0
shrinkage=0.04


Tree=663
num_leaves=31
num_cat=9
split_feature=7 3 2 5 2 9 3 2 3 12 4 2 12 4 18 0 6 4 9 12 2 4 0 4 3 4 12 2 2 2
split_gain=3.77378 1.21544 1.16802 1.53884 1.24444 0.977136 1.10215 1.06983 0.997208 0.966017 1.19193 1.19499 0.934347 0.931637 1.10478 0.801481 0.795937 1.27165 1.1364 1.98518 1.14138 0.794197 0.767791 0.742742 0.727116 0.661949 0.650955 0.637159 0.619964 1.17956
threshold=0 2018.5000000000002 131.00000000000003 4.5000000000000009 108.50000000000001 1 1958.5000000000002 103.50000000000001 1995.5000000000002 2 680725000.00000012 161.00000000000003 3 9530980000.0000019 4 40.250000000000007 5 850.00000000000011 6 7 15.500000000000002 8400.0000000000018 40.250000000000007 55.000000000000007 2016.5000000000002 141.00000000000003 8 84.500000000000014 28.500000000000004 7.5000000000000009
decision_type=9 10 8 8 10 9 10 10 10 9 10 8 9 10 9 10 9 10 9 9 10 10 10 10 8 10 9 8 10 10
left_child=1 5 4 -4 12 8 7 26 -1 15 11 -11 21 14 -14 -5 18 23 19 -16 -21 22 28 -18 -20 -13 -7 -28 29 -2
right_child=2 -3 3 9 -6 6 -8 -9 -10 10 -12 25 13 -15 16 -17 17 -19 24 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00021192384406596432 1.5850116018469861e-05 2.06418459393376e-05 -0.00010483325861045501 1.0721848265760059e-05 -0.00058689880852888618 -2.3576354691101642e-06 1.7916588441337923e-05 4.3496047795983376e-05 -0.0011993016485656583 0.0026626145143524484 0.000225955643914304 6.7555659780538241e-05 -5.2341501087198596e-05 0.00040164092048563307 -0.00016622511829524455 -0.00015433524186505564 -3.2170446947077379e-06 6.9206706757682924e-05 1.5953775350148192e-05 3.114114228637277e-06 0.00055931131739619391 -7.3078672201667424e-05 1.9519657412487845e-05 -0.00020166735390205305 0.00058439509527104857 -0.00018874239366471814 -2.4077884776403381e-05 -3.131644412171397e-05 5.2528799751883075e-05 -2.7786732689349945e-06
leaf_weight=85 77 30 29 95 27 100 53 43 30 26 28 221 67 31 122 26 817 62 36 93 62 28 43 50 65 28 235 44 135 155
leaf_count=85 77 30 29 95 27 100 53 43 30 26 28 221 67 31 122 26 817 62 36 93 62 28 43 50 65 28 235 44 135 155
internal_value=0.000210598 -0.00253566 0.000951157 0.00277533 0.000513095 -0.002978 -0.00201646 -0.00274232 -0.00619048 0.00338824 0.00452229 0.00384058 0.000639913 0.000127119 -2.90909e-05 0.000151515 0.000229358 -0.000404255 0.00174807 0.000347222 0.00325301 0.00222717 0.00272506 -0.000806452 0.00517857 0.00296 -0.00342105 -0.00434483 0.00211957 0.000858369
internal_weight=2943 620 2323 453 1870 590 475 422 115 424 303 275 1843 1405 1374 121 1307 929 378 277 155 438 410 867 101 249 379 279 367 232
internal_count=2943 620 2323 453 1870 590 475 422 115 424 303 275 1843 1405 1374 121 1307 929 378 277 155 438 410 867 101 249 379 279 367 232
cat_boundaries=0 18 20 22 23 24 25 27 29 31
cat_threshold=147456 33 603979776 2052 524322 8258 0 272629760 33619968 8192 32 2097152 0 0 67108864 32 0 256 0 8340 1066080 2 132448 4 70 0 22532 2050 32 133376 32
is_linear=0
shrinkage=0.04


Tree=664
num_leaves=31
num_cat=9
split_feature=7 8 2 6 12 12 1 8 3 1 6 2 2 2 1 2 0 2 0 3 2 2 3 0 2 6 2 2 9 0
split_gain=1.931 1.55556 1.01431 0.982791 2.06599 0.927356 1.7805 1.00693 1.12437 0.941761 1.0041 1.55097 1.26039 0.859672 0.807094 0.801971 0.87271 1.21396 0.793328 0.707046 0.698611 0.617126 0.606418 1.32746 1.28316 0.670749 1.02556 0.935551 0.611376 1.02983
threshold=0 1 46.500000000000007 2 3 4 3.5000000000000004 5 2019.5000000000002 5.5000000000000009 6 75.500000000000014 16.500000000000004 71.500000000000014 5.5000000000000009 70.500000000000014 38.57500000000001 8.5000000000000018 39.07500000000001 1995.5000000000002 43.500000000000007 111.00000000000001 1984.5000000000002 48.175000000000004 7.5000000000000009 7 55.500000000000007 16.500000000000004 8 40.675000000000004
decision_type=9 9 8 9 9 9 10 9 8 8 9 8 10 10 8 10 10 8 10 8 8 8 10 10 10 9 8 10 9 10
left_child=15 2 -2 5 14 6 18 8 -7 10 11 12 -9 -11 -5 16 -1 -18 20 -8 -3 -12 23 25 -24 28 27 -27 -6 -30
right_child=1 3 -4 4 22 7 19 9 -10 13 21 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=2.2897427407322368e-05 3.3517295901930312e-06 0.00026094593438759974 0.00013482829529582575 2.5805873147781712e-05 -8.5168623849654073e-05 -4.1002716321330016e-05 0.00013387050137634305 1.1270403414194164e-05 -5.5667448904017651e-06 2.8700117423099415e-05 -1.9347380495915445e-05 -9.0278788015005779e-05 0.00021547631511467102 -0.00015526582311501614 0.0004892208601353687 -0.00021065221918593836 -0.0005428823694192175 -5.7430023795035367e-06 1.6713020393197555e-05 3.6780896554589049e-06 0.00034378781331163567 0.00027266903131145881 0.00050771588005680711 0.00011011924663169026 -0.00011629593018280815 -0.00033361867243375087 -0.00035968237867905372 9.7506131610884949e-05 0.00067686878113171645 -4.7844730709627474e-05
leaf_weight=44 142 34 86 84 149 29 28 84 183 151 353 44 57 27 28 64 25 99 32 630 35 32 29 28 136 80 48 36 77 64
leaf_count=44 142 34 86 84 149 29 28 84 183 151 353 44 57 27 28 64 25 99 32 630 35 32 29 28 136 80 48 36 77 64
internal_value=-4.08302e-05 0.000264998 0.00334728 -3.21414e-05 -0.00122078 0.00049711 0.00153247 -0.000329557 -0.00269058 0.000368906 -0.000420315 0.00193878 0.00408451 0.00290503 0.00357724 -0.00345679 -0.00213018 -0.00384 0.00647059 0.000789074 0.00885714 -0.00156566 -0.00209726 -0.00140787 -0.00421687 -0.00193407 -0.00388571 -0.00205128 -0.000664452 0.00118421
internal_weight=2938 2706 228 2478 759 1719 759 960 212 748 570 185 141 178 112 232 168 124 101 658 69 385 647 482 165 454 164 116 290 141
internal_count=2938 2706 228 2478 759 1719 759 960 212 748 570 185 141 178 112 232 168 124 101 658 69 385 647 482 165 454 164 116 290 141
cat_boundaries=0 17 46 47 48 50 71 72 73 75
cat_threshold=0 16 33554432 2048 32 64 0 536870912 33554432 134217728 32 0 128 0 0 0 16 0 4 0 0 2147557376 0 0 0 0 0 0 0 8192 1048576 0 0 0 0 0 0 0 0 4194304 8 0 0 64 0 128 270 84028672 65890 2 0 8 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 33554432 0 384 258 192 0 22528
is_linear=0
shrinkage=0.04


Tree=665
num_leaves=31
num_cat=9
split_feature=8 8 17 3 12 4 17 2 13 2 2 2 12 2 2 11 2 2 2 4 2 2 2 2 0 2 3 11 2 2
split_gain=2.03727 1.02999 0.834086 0.95247 0.828665 0.753079 1.20434 0.910873 1.06254 1.63448 0.983063 0.846538 0.722221 1.0066 0.848393 0.785236 0.752608 0.666892 1.45548 1.04707 1.04307 0.779342 0.872852 0.749778 0.700655 0.686845 0.663258 0.603 1.27774 1.96413
threshold=0 1 2 1997.5000000000002 3 6789.5000000000009 4 45.500000000000007 5 21.500000000000004 403.00000000000006 14.500000000000002 6 155.00000000000003 59.500000000000007 7 6.5000000000000009 59.500000000000007 34.500000000000007 237200.00000000003 1.5000000000000002 4.5000000000000009 10.500000000000002 9.5000000000000018 39.07500000000001 95.500000000000014 2013.5000000000002 8 35.500000000000007 55.500000000000007
decision_type=9 9 9 8 9 10 9 10 9 10 10 10 9 10 10 9 8 10 10 10 10 10 10 10 10 10 10 9 10 10
left_child=2 -2 -1 -4 5 6 -3 8 -8 -10 -9 -7 14 16 15 -5 -14 18 19 20 -6 -22 23 -23 -19 -26 -24 28 -18 -30
right_child=1 4 3 12 17 11 7 10 9 -11 -12 -13 13 -15 -16 -17 27 24 -20 -21 21 22 26 -25 25 -27 -28 -29 29 -31
leaf_value=4.2573707159760945e-05 -3.0226727453559476e-05 -0.00013387711257188074 0.00043411278555304021 -2.0680753661395101e-06 0.0001174287048511502 1.2917846310358528e-05 0.00010031764566278412 3.8049881601978087e-05 -1.6567326420613427e-06 -0.0010632940103245047 -2.1275717829745134e-05 2.6481375947824405e-05 -2.2892099589739701e-05 -0.00023525170585958933 2.828615576042637e-05 1.1304569725538728e-05 1.0103769713722955e-05 -9.985622044684562e-05 4.6481356831762358e-05 -0.00011790308492471979 -0.00017605356992142162 -3.3646561223577012e-06 -1.2744321926163594e-05 0.00034252786907753576 -4.591750501305114e-05 8.9704765024123386e-06 -0.00075691974032658042 -5.3440750947686408e-06 -0.0001793999269377622 9.1730291130431853e-06
leaf_weight=143 116 121 28 169 111 31 118 74 203 32 36 53 85 38 104 198 234 56 69 44 67 97 194 36 40 82 25 163 60 105
leaf_count=143 116 121 28 169 111 31 118 74 203 32 36 53 85 38 104 198 234 56 69 44 67 97 194 36 40 82 25 163 60 105
internal_value=0.00032731 -0.000631188 0.00147982 0.0011046 -0.000333333 0.000706922 0.000205128 0.00113924 0.000169492 -0.00138211 0.00432432 0.00423529 0.000933449 8.62069e-05 0.00211618 0.00125 0.000462963 -0.00117788 -0.000590062 -0.00125217 -0.000753296 -0.00166667 -0.000906516 0.00164179 -0.00335196 -0.00162602 -0.00245455 0.000994671 0.00180488 -0.000843373
internal_weight=2932 1605 1327 1184 1489 668 584 463 353 235 110 84 1156 685 471 367 647 821 643 574 530 419 352 133 178 122 219 562 399 165
internal_count=2932 1605 1327 1184 1489 668 584 463 353 235 110 84 1156 685 471 367 647 821 643 574 530 419 352 133 178 122 219 562 399 165
cat_boundaries=0 29 59 60 62 63 64 65 66 67
cat_threshold=0 2052 4 0 2147549184 0 262144 2147483648 0 0 0 4 10240 1048576 268435456 4096 0 0 4096 0 384 0 20971520 8 0 32768 64 0 128 16 2 0 0 0 0 0 0 0 0 0 33556480 64 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 12288 18 83959810 2 10 4 16862304 32 36
is_linear=0
shrinkage=0.04


Tree=666
num_leaves=31
num_cat=12
split_feature=7 7 12 2 13 8 8 13 4 12 2 7 0 12 2 2 0 2 9 2 11 0 0 4 0 2 2 2 0 2
split_gain=2.24039 1.70127 1.96568 1.58074 2.14157 1.56465 1.36793 1.69689 1.46919 1.1187 1.06928 0.968791 1.10032 0.91391 0.753709 0.747679 0.724913 0.96314 0.688585 1.44967 1.50116 1.33268 1.16949 1.07313 1.15104 0.846581 0.738426 0.735243 0.709901 0.674561
threshold=0 1 2 10.500000000000002 3 4 5 6 5828530000.000001 7 5.5000000000000009 8 16.750000000000004 9 1.5000000000000002 8.5000000000000018 36.900000000000006 29.500000000000004 10 7.5000000000000009 11 16.750000000000004 39.07500000000001 775.00000000000011 37.750000000000007 18.500000000000004 50.500000000000007 16.500000000000004 39.07500000000001 54.500000000000007
decision_type=9 9 9 10 9 9 9 9 10 9 8 9 10 9 8 10 10 10 9 8 9 10 10 10 8 10 8 10 10 8
left_child=9 -2 6 4 14 -5 -3 13 11 15 -6 12 -9 -8 -4 -1 17 -7 19 -13 22 -22 -21 24 25 -20 28 -24 -23 -26
right_child=1 2 3 5 10 16 7 8 -10 -11 -12 18 -14 -15 -16 -17 -18 -19 23 20 21 26 27 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00050607197873610234 2.1054134161140326e-05 1.7653670501331932e-05 -4.2906913366635988e-06 -4.6658313952931963e-05 6.5555118479636575e-05 4.2808453770817322e-05 5.1255481583467599e-06 1.0612788783923577e-05 -0.00021268785321147733 -0.00011690267830267942 -1.3715740939446164e-05 0.00017328826669846365 0.00024271439626776472 -2.7155075789124793e-05 -0.00012788966892461674 -9.6804476198997241e-06 9.4836962524880167e-07 1.4132223235208131e-06 -0.00036785025884523038 -0.00030093499543568217 8.191654097736034e-05 -0.00016934655764060835 -0.0006659742332391261 0.0010135936966203828 0.00020758295717687502 8.6577174267965518e-05 3.3293010073975895e-05 1.4012969995533808e-05 4.863319936283972e-05 0.00096581045555858228
leaf_weight=31 210 103 36 109 46 65 157 70 45 197 123 93 40 192 196 99 381 191 28 31 51 30 37 28 112 26 107 48 35 29
leaf_count=31 210 103 36 109 46 65 157 70 45 197 123 93 40 192 196 99 381 191 28 31 51 30 37 28 112 26 107 48 35 29
internal_value=0.000407194 0.000798479 0.000487603 -0.000708117 -0.00273632 0.000374833 0.00157109 0.0011453 0.00214373 -0.00266272 0.000777778 0.00258486 0.00595041 -0.00116667 -0.00510288 0.000283688 0.00114198 0.00280156 0.00189189 0.000902935 -0.000294118 0.00162393 -0.00377953 0.00367521 0.0027551 -0.00218182 0 -0.00162791 -0.00333333 0.00464789
internal_weight=2946 2619 2409 1147 401 746 1262 1159 810 327 169 765 110 349 232 130 637 256 655 432 339 223 116 223 195 54 172 85 65 141
internal_count=2946 2619 2409 1147 401 746 1262 1159 810 327 169 765 110 349 232 130 637 256 655 432 339 223 116 223 195 54 172 85 65 141
cat_boundaries=0 17 34 36 37 58 79 80 81 89 90 92 94
cat_threshold=131074 268435457 1048576 526848 65536 66 33554432 272629760 0 0 0 256 8388752 0 0 0 16 16385 0 1073741824 8192 0 8192 4194304 536870912 0 0 32768 64 0 268435456 67108864 32 1073741952 83903778 32 10 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 384 16 8 0 0 2147483648 1 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 256 4 17867072 0 0 67108864 0 32 0 0 131072 67108866 0 14464 16388 1024
is_linear=0
shrinkage=0.04


Tree=667
num_leaves=31
num_cat=8
split_feature=11 14 4 12 0 0 2 2 17 4 2 2 12 3 3 3 2 17 2 4 0 2 3 4 9 6 2 2 2 1
split_gain=1.41094 0.768708 1.22778 0.822644 1.06126 0.984769 0.762508 0.94439 0.758941 0.68997 1.33072 0.94888 0.679654 1.29718 1.02984 1.81202 1.04432 0.898806 1.41899 1.21952 0.97908 0.721332 0.706716 0.688514 1.29655 0.921777 0.788921 1.22522 0.662918 0.656307
threshold=0 1 2331015000.0000005 2 35.250000000000007 9.5000000000000018 18.500000000000004 151.50000000000003 3 64507855000.000008 43.500000000000007 14.500000000000002 4 2018.5000000000002 2015.5000000000002 2012.5000000000002 10.500000000000002 5 25.500000000000004 1050.0000000000002 44.07500000000001 34.500000000000007 2011.5000000000002 575.00000000000011 6 7 62.500000000000007 19.500000000000004 17.500000000000004 4.5000000000000009
decision_type=9 9 10 9 10 10 8 10 9 8 8 8 9 10 8 10 10 9 10 10 10 8 10 10 9 9 10 10 10 10
left_child=6 2 8 9 5 -5 -1 -8 -2 11 29 -3 13 17 15 16 -14 18 19 -10 22 -22 23 24 -19 -26 27 -27 -18 -11
right_child=1 3 -4 4 -6 -7 7 -9 12 10 -12 -13 14 -15 -16 -17 28 20 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0002751163656157729 1.9735563908014342e-05 7.8205299994991157e-05 -0.00016355657130823431 -3.6741714847110528e-05 -3.1816846105137134e-05 0.00033193960377566614 2.1669996473150377e-06 -0.00035623197518511065 4.371447125627981e-05 6.2486782196984332e-05 0.00012274621103756545 3.8563979696348837e-05 -0.00015102963091592869 -5.5041513950797594e-05 -1.0168287644773955e-07 -0.00040575625240037996 0.00019398373133974189 -0.00012307068833827372 -9.6849331927302275e-05 -0.00017120677870117619 5.7527347698993485e-06 6.9755090371579346e-05 2.1426415349061756e-05 0.00015031099245039315 0.00013813588641895081 8.6564518533549523e-06 1.7614900233233754e-05 -3.2855338787882713e-05 -2.3599487390697506e-05 -0.00015167187578576602
leaf_weight=31 156 33 25 33 162 50 60 25 110 55 146 86 36 56 973 28 30 103 35 30 25 26 42 26 148 101 68 96 108 61
leaf_count=31 156 33 25 33 162 50 60 25 110 55 146 86 36 56 973 28 30 103 35 30 25 26 42 26 148 101 68 96 108 61
internal_value=0.000350759 0.000531654 0.000179131 0.00175824 -7.8125e-05 0.00357143 -0.00377953 -0.00209302 0.000282075 0.00290816 0.0018251 0.0055 6.82261e-05 0.000912201 -0.000556492 -0.00315271 -0.0016 0.00133169 -0.0011828 0.000567376 0.00201238 0.00730769 0.00157265 0.00117864 0.000851064 0.00183962 0.000362319 -0.000909091 0 -0.00136752
internal_weight=2964 2848 2222 626 245 83 116 85 2197 381 262 119 2041 866 1175 202 174 810 175 140 635 51 584 542 516 413 265 197 138 116
internal_count=2964 2848 2222 626 245 83 116 85 2197 381 262 119 2041 866 1175 202 174 810 175 140 635 51 584 542 516 413 265 197 138 116
cat_boundaries=0 3 4 6 7 9 10 12 13
cat_threshold=3 2148073472 6144 139264 115010 32 20 25666 2 9 0 20624 86
is_linear=0
shrinkage=0.04


Tree=668
num_leaves=31
num_cat=9
split_feature=8 7 12 12 2 4 7 0 7 4 2 3 6 2 1 2 3 14 2 0 4 0 0 5 6 1 3 2 0 1
split_gain=2.33226 2.02365 1.50762 1.47283 1.45525 1.45476 1.39836 1.2018 1.22962 1.09376 0.937646 1.10313 0.894679 1.0715 0.883326 0.750018 0.730269 0.72035 0.859108 0.99209 0.6908 0.934777 0.683623 1.57068 0.834605 0.717832 0.672935 0.636388 0.582646 0.576008
threshold=0 1 2 3 75.500000000000014 1246835000.0000002 4 47.750000000000007 5 28487750000.000004 10.500000000000002 2016.5000000000002 6 11.500000000000002 5.5000000000000009 15.500000000000002 2003.5000000000002 7 95.500000000000014 40.675000000000004 581475000.00000012 21.500000000000004 40.250000000000007 10.500000000000002 8 5.5000000000000009 2018.5000000000002 6.5000000000000009 18.500000000000004 1.5000000000000002
decision_type=9 9 9 9 8 8 9 8 9 8 10 8 9 8 10 8 10 9 8 8 8 10 10 8 9 10 8 10 10 10
left_child=2 5 26 7 10 -2 27 8 9 -3 28 -12 -10 -14 20 -11 17 22 29 -20 -15 -22 24 -24 25 -8 -1 -5 -4 -19
right_child=1 3 4 6 -6 -7 16 -9 12 15 11 -13 13 14 -16 -17 -18 18 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.5533687631001957e-05 0.0017814295630439504 -0.00084571443323831373 -1.0576605763361613e-05 -0.00012578939354217057 -3.4399988901867573e-06 6.6867641447032614e-06 -8.5963714353169964e-05 4.1340714950734995e-05 -6.3089385948771333e-05 -0.00046054260500689282 0.00012388131277191406 1.9269632133571692e-05 -3.1434306922477618e-05 -1.8962823014518904e-05 -0.00068717889259986011 3.3007119116348347e-05 -6.9137379121357869e-05 -0.00019573167209138375 6.1296245466806458e-05 -0.00011377704955975787 0.00058673611337646038 4.899431478637695e-05 -6.4571500830368223e-06 0.00015668190669956061 4.5789076244773243e-05 8.7277976431465737e-05 3.0319631948927397e-06 -9.0007837663037547e-05 8.0487745702129125e-06 -0.00034394666244267567
leaf_weight=31 26 31 51 26 117 188 181 47 287 28 36 284 139 28 28 49 123 35 57 30 27 266 27 37 156 33 392 79 103 37
leaf_count=31 26 31 51 26 117 188 181 47 287 28 36 284 139 28 28 49 123 35 57 30 27 266 27 37 156 33 392 79 103 37
internal_value=0.000248322 -0.00055668 0.00179512 -0.00101022 0.0030897 0.00302222 -0.00223558 8.50159e-05 -0.000248869 -0.00403361 0.00412632 0.00535826 0.000330789 0.00136273 0.00257143 -0.00179487 -0.00154058 -0.000976431 -0.00317647 -0.000681818 0.0031677 0.0037415 -8.98876e-05 0.00369231 -0.000754717 -0.00231111 -4.60829e-05 -0.00637931 0.00154839 -0.00657534
internal_weight=2979 1965 1014 1751 591 214 821 930 883 108 474 320 775 488 349 77 716 593 159 87 321 293 434 64 370 214 423 105 154 72
internal_count=2979 1965 1014 1751 591 214 821 930 883 108 474 320 775 488 349 77 716 593 159 87 321 293 434 64 370 214 423 105 154 72
cat_boundaries=0 29 47 49 51 68 85 86 87 88
cat_threshold=16 2060 4 0 2147549184 1 0 0 1 0 0 2052 8192 0 0 0 0 0 0 8192 128 0 16777216 8 0 268435456 64 0 524288 3 0 8192 0 0 134217728 0 8192 33554432 134217744 40960 2097152 0 268435456 0 0 1073741824 128 67160320 32 16802082 34 0 128 0 0 2 0 131072 0 0 0 0 128 0 0 0 0 16 0 1 0 0 34 0 0 537001984 0 8192 0 0 0 0 0 0 4096 196 8320 392
is_linear=0
shrinkage=0.04


Tree=669
num_leaves=31
num_cat=11
split_feature=8 7 10 7 4 12 8 8 3 2 3 15 2 2 2 2 2 12 17 4 2 9 4 2 2 2 2 2 4 2
split_gain=2.47349 1.43015 1.48313 1.27111 1.22934 1.08556 2.1311 1.51905 1.31977 1.09219 1.27405 1.00773 0.956813 0.869671 1.9139 0.919908 0.853834 0.809047 1.19337 0.970057 1.04471 0.95105 1.50465 0.787508 0.757212 0.590246 1.22232 0.647401 0.56256 0.506318
threshold=0 1 2 3 16000.000000000002 4 5 6 2022.5000000000002 2.5000000000000004 1996.5000000000002 7 15.500000000000002 19.500000000000004 9.5000000000000018 26.500000000000004 20.500000000000004 8 9 9950.0000000000018 44.500000000000007 10 6186315000.000001 6.5000000000000009 45.500000000000007 77.500000000000014 22.500000000000004 11.500000000000002 3550.0000000000005 23.500000000000004
decision_type=9 9 9 9 8 9 9 9 8 10 10 9 8 10 10 10 8 9 9 10 10 9 8 8 8 8 8 10 10 10
left_child=4 23 16 12 -1 7 9 -6 -9 -7 -11 -10 -4 14 -13 -15 -3 18 19 20 -5 28 -23 -2 -18 26 27 -24 -19 -25
right_child=1 2 3 17 5 6 -8 8 11 10 -12 13 -14 15 -16 -17 24 21 -20 -21 -22 22 25 29 -26 -27 -28 -29 -30 -31
leaf_value=1.5060214487832014e-05 -0.00075027443706574101 0.00011909007659284044 -8.6297485671238415e-06 -7.6935134795732554e-05 -4.4257267404113067e-05 1.4097025225368043e-05 4.5475975593447513e-05 -3.161448942989864e-05 -6.9446106389037259e-06 -1.6729850343111252e-06 0.00012645444892037005 0.00010081265984460686 0.0005567769806404144 0.00053148236452948082 -1.0265245573428672e-05 5.0235383636589858e-05 -0.00021831068755695071 -6.8538210005897326e-06 3.2955821426838839e-06 -0.00082321297436692474 3.6686662238167855e-05 -0.00041206991468900611 -6.9138808969171352e-06 -2.1268389518880328e-06 4.3741541490689432e-05 -0.00010922596757737324 2.3610045004680557e-05 -0.00020816876646946982 0.00010676102505723151 -6.335714716460217e-05
leaf_weight=90 48 55 48 57 112 27 229 78 116 242 36 47 66 27 46 123 26 83 689 27 28 34 83 126 77 83 66 63 26 68
leaf_count=90 48 55 48 57 112 27 229 78 116 242 36 47 66 27 46 123 26 83 689 27 28 34 83 126 77 83 66 63 26 68
internal_value=0.000259652 -0.00069161 -0.00022339 -0.000659824 0.0016723 0.00130996 0.00256881 3.57143e-05 0.00111607 0.000316456 -0.000430108 0.00216667 0.0032 0.00354331 0.000638298 0.00556291 0.00331361 -0.00104 -0.000270936 -0.00390244 -0.00209302 -0.00240535 -0.00347059 -0.00347826 0.00134615 -0.00263514 -0.00150235 -0.00353741 0.000833333 -0.00246154
internal_weight=2926 1753 1511 1353 1173 1083 534 549 437 305 278 359 114 243 93 150 158 1239 801 112 85 438 329 242 103 295 212 146 109 194
internal_count=2926 1753 1511 1353 1173 1083 534 549 437 305 278 359 114 243 93 150 158 1239 801 112 85 438 329 242 103 295 212 146 109 194
cat_boundaries=0 27 45 46 64 66 92 118 119 121 122 124
cat_threshold=268435456 2060 4 134217728 2147483648 0 0 0 1 32768 0 2052 0 1048576 0 0 0 0 33558528 8192 384 524288 20971520 8 0 49152 64 268451840 128 537919488 4 0 0 0 537001984 0 8192 32 128 0 0 0 0 1073741824 256 33 0 0 1073741824 2099200 0 0 0 8192 33554432 0 0 0 16 0 0 32 0 128 67135522 32 0 12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 16777216 0 0 16384 268435456 2048 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 128 0 0 0 0 32768 2149580800 18006082 32 18 1 28672
is_linear=0
shrinkage=0.04


Tree=670
num_leaves=31
num_cat=14
split_feature=7 7 12 3 8 3 4 11 3 8 12 12 9 5 4 3 4 16 5 12 3 3 8 3 11 12 4 5 3 4
split_gain=2.55949 1.39242 1.58996 1.01949 1.01679 1.1874 0.912164 0.850028 1.70616 1.03946 1.25065 1.12912 0.993743 1.00056 0.690779 0.681929 0.647757 0.574549 0.568547 0.545331 0.528838 0.596708 0.442995 0.431255 0.416677 0.601908 0.450078 0.416612 0.415371 0.363949
threshold=0 1 2 2005.5000000000002 3 2011.5000000000002 1009900000.0000001 4 2003.5000000000002 5 6 7 8 10.500000000000002 111.00000000000001 2008.5000000000002 93035.500000000015 9 22.500000000000004 10 2005.5000000000002 2018.5000000000002 11 1988.5000000000002 12 13 133.00000000000003 5.5000000000000009 2011.5000000000002 16829230000.000002
decision_type=9 9 9 10 9 10 10 9 10 9 9 9 9 8 10 8 8 1 8 9 10 10 9 10 9 9 10 8 10 8
left_child=4 2 -2 17 29 6 18 8 -3 11 12 14 15 -14 22 -11 -13 27 -6 -20 23 -22 -9 24 25 -12 -27 -4 -17 -1
right_child=1 7 3 -5 5 -7 -8 9 -10 10 20 16 13 -15 -16 28 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=2.2282610664916547e-05 -4.1693037259307173e-05 0.00011339954359005589 -5.5783485573499545e-05 -0.00012217468141720645 2.6242036027497307e-05 -3.1279615366521794e-05 4.4411287960066659e-05 7.2685152811757803e-06 -3.708046421309064e-05 -0.00057373462319834092 2.6117754931576088e-06 3.0414903416442485e-05 -2.1907031606502868e-05 6.3620000324249305e-06 -9.8859134806161829e-06 -5.9325683808282295e-05 -6.5796681605689855e-06 4.4511778007958467e-05 2.5337314877731387e-05 3.3557402930028959e-06 6.5942767723896621e-05 -2.2114225623255378e-05 6.5793487882430675e-05 -0.00020408592232229239 2.6487342100836031e-05 -0.00012802543611343254 3.4377074376834572e-06 -6.987979486439144e-07 1.5348301900530715e-07 -1.1384377030765335e-05
leaf_weight=38 102 80 33 40 67 56 40 208 25 30 112 43 62 171 35 159 413 77 167 143 60 42 123 61 182 147 31 128 27 72
leaf_count=38 102 80 33 40 67 56 40 208 25 30 112 43 62 171 35 159 413 77 167 143 60 42 123 61 182 147 31 128 27 72
internal_value=0.000107563 -0.000474604 -0.00265985 -0.000968858 0.00245791 0.00326446 0.00406699 -4.9456e-05 0.00327586 -0.000250391 -0.00105936 0.000816327 -0.00265217 -0.000737705 0.00244032 -0.0045815 -0.000513919 0 0.00343915 0.00270096 9.28793e-05 0.00271845 0.00307229 -0.000411985 0 -0.000930233 -0.00232804 -0.00135802 -0.00385027 -0.000991736
internal_weight=2974 2391 380 278 583 473 417 2011 105 1906 1084 822 449 233 366 216 456 238 377 310 635 102 331 533 472 290 178 161 186 110
internal_count=2974 2391 380 278 583 473 417 2011 105 1906 1084 822 449 233 366 216 456 238 377 310 635 102 331 533 472 290 178 161 186 110
cat_boundaries=0 18 33 35 58 60 84 85 86 88 89 91 114 117 119
cat_threshold=268435459 0 1644429312 262788 2 0 0 0 2048 8240 32768 2097216 128 268435456 0 32 4224 32768 0 144 68157440 2048 524320 2 0 0 33554432 939524096 8192 128 16 0 67108864 163904 2 0 4 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 0 0 16777216 0 1050112 0 0 0 0 0 0 262144 2147483648 0 0 0 4 8192 512 0 4096 0 0 4096 0 128 0 20971520 8 16958816 16966752 0 2048 2 73986 32 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 36 0 524288 67174400 32
is_linear=0
shrinkage=0.04


Tree=671
num_leaves=31
num_cat=7
split_feature=7 0 2 2 3 11 7 0 2 3 0 2 2 14 2 1 2 2 2 15 1 0 4 3 2 0 2 4 6 7
split_gain=2.53751 1.1594 1.17462 1.08295 1.37697 0.902509 0.929353 0.847045 0.731331 0.677907 0.690847 0.670942 0.773727 0.642964 0.75396 0.852016 0.733666 0.706025 1.22955 0.698834 1.02332 0.970427 0.665761 0.563056 0.560006 0.593974 0.992856 0.552159 0.667319 0.900126
threshold=0 26.500000000000004 182.50000000000003 70.500000000000014 1999.5000000000002 1 2 51.32500000000001 37.500000000000007 2012.5000000000002 37.250000000000007 53.500000000000007 31.500000000000004 3 414.00000000000006 3.5000000000000004 29.500000000000004 416.00000000000006 155.00000000000003 4 5.5000000000000009 43.675000000000004 4.0000000000000009 2022.5000000000002 21.500000000000004 43.675000000000004 8.5000000000000018 141.00000000000003 5 6
decision_type=9 10 10 10 8 9 9 10 10 8 10 8 10 9 8 10 10 10 10 9 10 8 10 8 10 10 8 8 9 9
left_child=1 -1 3 4 -3 -2 11 13 9 -6 -11 12 -7 14 15 16 -8 18 19 21 -21 27 -17 -23 25 26 -12 -15 29 -29
right_child=5 2 -4 -5 8 6 7 -9 -10 10 24 -13 -14 17 -16 22 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-7.4724212904087045e-05 -3.7941966735850485e-05 -8.2497406149073527e-05 4.5900507389049495e-05 -3.5511093151754383e-05 8.1967083135410241e-05 -3.1937206524048632e-05 0.0001157255916372435 -2.8216774628226915e-05 5.198161445129301e-05 3.7472901083646097e-05 -8.5556739684022885e-07 -1.8459227442733095e-05 2.2066413487422665e-05 -0.0001212742774486486 -0.00014569393162119581 3.9431691673819107e-05 -2.0813271886126472e-05 0.00012881760734188675 -0.00012927449110144095 -1.8777338042959002e-05 9.3299555670256497e-06 9.9804842030692949e-06 0.00099973466617587548 0.00064376070415672615 -7.430475439498707e-05 -0.00010587042146937621 0.00016371192201383166 7.1775788708805521e-06 3.3668360210228341e-05 -7.5560842544675209e-06
leaf_weight=27 180 25 49 55 27 127 41 46 50 39 51 73 27 25 47 50 61 50 45 440 55 26 26 28 29 47 79 324 353 456
leaf_count=27 180 25 49 55 27 127 41 46 50 39 51 73 27 25 47 50 61 50 45 440 55 26 26 28 29 47 79 324 353 456
internal_value=0.000229807 0.00286299 0.00340708 0.0026799 0.00350575 -0.000289041 -6.92341e-05 0.000201536 0.00421053 0.00336996 0.00268293 -0.00243697 -0.00103226 0.000325444 0.00228814 0.00357542 0.00116505 6.61886e-05 -6.84541e-05 0.000105386 -0.00114625 0.000621423 0.00675325 0.00581818 0.00173913 0.00258427 0.00396947 0.000379638 0.000511464 -0.000151707
internal_weight=2958 478 451 402 347 2480 2300 2073 322 272 245 227 154 2027 225 178 102 1802 1752 1707 495 1212 76 54 206 177 130 1158 1133 780
internal_count=2958 478 451 402 347 2480 2300 2073 322 272 245 227 154 2027 225 178 102 1802 1752 1707 495 1212 76 54 206 177 130 1158 1133 780
cat_boundaries=0 18 21 36 37 38 39 48
cat_threshold=3 268435472 537133056 8192 0 134217728 0 536879104 2048 134217728 32800 256 0 268435456 0 32 1073746048 384 49152 1048576 4096 16384 0 1073741824 524804 0 66 0 268435456 33554432 8208 0 0 16 0 67108864 145 2216689664 138 0 0 67108864 0 0 0 131072 0 65536
is_linear=0
shrinkage=0.04


Tree=672
num_leaves=31
num_cat=7
split_feature=8 8 3 3 12 0 1 2 6 2 0 2 2 12 6 2 2 2 1 3 2 0 2 12 4 1 2 2 0 2
split_gain=2.47374 1.23972 1.52516 1.66758 1.64813 1.24118 1.19157 1.00477 1.36829 1.17494 1.12174 0.782533 1.08107 0.769152 0.794717 0.767497 1.23495 0.76499 0.898615 1.08441 0.750492 1.02766 0.735166 1.2952 0.712596 0.711784 1.47197 0.604462 1.2432 1.24584
threshold=0 1 2004.5000000000002 2017.5000000000002 2 52.740000000000002 2.5000000000000004 108.50000000000001 3 1550.0000000000002 33.175000000000004 23.500000000000004 14.500000000000002 4 5 47.500000000000007 79.500000000000014 10.500000000000002 5.5000000000000009 2004.5000000000002 43.500000000000007 10.500000000000002 19.500000000000004 6 208770000.00000003 5.5000000000000009 4.5000000000000009 70.500000000000014 16.750000000000004 41.500000000000007
decision_type=9 9 8 10 9 8 10 8 9 8 10 8 10 9 9 10 10 10 10 10 10 10 10 9 10 10 10 10 10 10
left_child=11 2 -2 4 6 7 -4 13 9 -9 -10 12 -1 20 -15 -13 -17 18 19 -16 21 -3 -19 27 -12 -23 -27 28 29 -24
right_child=1 5 3 -5 -6 -7 -8 8 10 -11 24 15 -14 14 17 16 -18 22 -20 -21 -22 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=1.3343606586744273e-05 -9.5362516255370619e-05 0.00032990059767612934 -0.00026032205501699937 -0.00012342272402136701 -1.8688689689163596e-05 -9.622676731076752e-05 5.6197609251640305e-05 2.8728546345533345e-05 -1.0694337822769739e-06 -0.00015528922224664399 0.00034314613436006172 -1.6265278092859603e-05 0.0010861744248847672 8.3883617681657094e-05 2.9713921264828969e-06 0.00032353639573784676 -1.8755496485560742e-05 1.1741892337084891e-05 -0.000123046370297466 -0.00052501283006137103 -5.2275101061489692e-05 -1.1700606410123271e-05 -3.8985386530825393e-05 7.8849945709436052e-06 -1.7345245973388045e-06 0.0033948547273789488 -5.5664362921703516e-06 -5.7988835074311852e-05 -7.8719028802964885e-05 0.0001851897611118858
leaf_weight=141 48 37 33 36 226 33 189 72 61 50 158 57 34 170 143 26 32 88 34 25 166 554 27 234 27 38 87 28 57 28
leaf_count=141 48 37 33 36 226 33 189 72 61 50 158 57 34 170 143 26 32 88 34 25 166 554 27 234 27 38 87 28 57 28
internal_value=-0.000115646 -0.000503759 -0.00220994 -0.00156701 -0.000890869 -6.57895e-05 0.00154506 5.7554e-05 0.00195122 -0.00150376 0.00357977 0.00332226 0.00511364 -0.000349447 0.00052071 0.000862069 0.0040678 -0.000118519 -0.00216749 -0.000946746 -0.00116461 -0.000613668 0.000777538 0 0.00526882 -0.000970588 0.00174603 -0.00291391 -0.00176991 0.0025
internal_weight=2939 2649 532 484 448 2117 222 2084 368 122 246 290 175 1716 834 115 58 664 202 168 882 716 462 374 185 679 125 140 112 55
internal_count=2939 2649 532 484 448 2117 222 2084 368 122 246 290 175 1716 834 115 58 664 202 168 882 716 462 374 185 679 125 140 112 55
cat_boundaries=0 29 59 61 62 64 65 66
cat_threshold=0 0 4 134217728 2147483648 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 8192 0 524288 0 8 0 32768 0 0 524288 1073741840 8 0 0 1073807360 0 0 0 0 32768 0 2048 10240 512 268435456 0 0 0 33558528 0 2147483648 0 4194304 0 0 16384 0 0 0 8192 16796706 32 338 84967458 32 130 212992
is_linear=0
shrinkage=0.04


Tree=673
num_leaves=31
num_cat=11
split_feature=7 8 9 12 8 9 6 8 3 2 2 0 6 12 2 2 2 2 2 2 2 3 6 2 2 2 2 0 2 2
split_gain=3.637 1.50153 1.48541 0.993715 1.66196 1.17658 1.16641 1.13072 0.970057 0.858578 2.27687 0.833809 0.745727 0.791861 0.703338 0.694627 0.920296 0.635149 0.74015 0.605815 0.567786 0.556843 0.499077 0.668028 0.816224 0.805339 1.18037 0.504241 0.653888 0.552265
threshold=0 1 2 3 4 5 6 7 2005.5000000000002 63.500000000000007 45.500000000000007 18.500000000000004 8 9 10.500000000000002 8.5000000000000018 22.500000000000004 12.500000000000002 53.500000000000007 34.500000000000007 103.50000000000001 2001.5000000000002 10 24.500000000000004 19.500000000000004 14.500000000000002 9.5000000000000018 10.500000000000002 11.500000000000002 34.500000000000007
decision_type=9 9 9 9 9 9 9 9 8 10 10 8 9 9 8 10 10 8 8 10 10 8 9 10 8 10 10 10 8 8
left_child=2 14 -1 4 -3 8 21 19 -6 10 22 -11 13 17 -2 -10 -17 -9 -19 -5 -13 -7 27 24 25 26 -24 -8 -29 -30
right_child=1 3 -4 7 5 6 9 12 15 11 -12 20 -14 -15 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=7.0383768294135511e-06 -1.2719317723508539e-08 3.8277233381620588e-05 9.1914160843771246e-05 -7.7090697451502878e-05 0.00062566215131255377 -0.00040803979702666029 -0.0001441938942676302 -0.00030647681571252864 0.0016377907164644157 2.3063292203993057e-05 0.00013333063410051694 -0.00016850734452596329 -6.5496603087211729e-06 7.1878927788731061e-05 -3.1416350569450916e-05 -0.00010174416694351151 5.7889936923771755e-05 4.2791799687762479e-05 -3.6630969851287889e-05 4.9290992604156257e-06 -2.6179181688874565e-05 -2.8309430789406066e-05 2.6190624108508588e-05 -0.00031930544696841425 0.00086421606942259648 -0.00053323502804367704 0.00053764318694369704 -9.0368707587629165e-06 1.0815720514329997e-05 -4.5626758913641651e-06
leaf_weight=143 77 103 115 86 27 25 26 70 26 28 39 25 945 224 172 30 29 82 33 32 36 175 72 25 27 26 29 63 95 41
leaf_count=143 77 103 115 86 27 25 26 70 26 28 39 25 945 224 172 30 29 82 33 32 36 175 72 25 27 26 29 63 95 41
internal_value=2.73317e-05 -0.000418066 0.00446097 -0.000106996 0.000897704 0.000280702 -0.000323015 -0.000755226 0.00390244 0.000662983 0.0013964 -0.00288889 -0.000410256 0.001 -0.00330769 0.00209302 -0.000333333 -0.000918367 0.000862069 -0.00434109 -0.00548387 -0.0028436 0.000493827 0.002 0.00309677 0.00171875 0.00333333 -0.000762712 -0.0001 0.00145985
internal_weight=2926 2668 258 2419 947 844 732 1472 112 532 443 89 1354 409 249 85 59 185 115 118 61 200 404 179 154 127 101 225 199 136
internal_count=2926 2668 258 2419 947 844 732 1472 112 532 443 89 1354 409 249 85 59 185 115 118 61 200 404 179 154 127 101 225 199 136
cat_boundaries=0 18 47 49 50 66 68 69 85 86 88 89
cat_threshold=268435457 0 0 8192 524320 0 0 268443648 0 268435456 32768 0 0 0 0 0 1073746048 256 2415919120 2048 0 0 65536 0 0 0 1 0 0 2048 2112 0 0 0 0 0 33554432 8192 0 0 0 0 0 49152 0 0 524288 0 10240 16785698 0 8 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 4096 256 20 384 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 4096 134 165888 32 12
is_linear=0
shrinkage=0.04


Tree=674
num_leaves=31
num_cat=13
split_feature=7 11 2 15 4 2 6 7 12 12 2 2 9 2 7 12 12 2 2 2 2 9 4 2 9 2 4 2 4 2
split_gain=2.28418 1.79461 1.54375 1.49992 1.09975 1.60171 1.02856 1.62387 1.44066 1.36615 1.94187 1.43299 1.20997 1.48626 1.17914 1.11746 1.00183 1.02974 0.894873 0.784044 0.739709 0.651509 1.72458 0.905874 0.647248 1.02864 0.641128 0.624496 0.592918 0.527116
threshold=0 1 50.500000000000007 2 55828770000.000008 4.5000000000000009 3 4 5 6 39.500000000000007 13.500000000000002 7 20.500000000000004 8 9 10 16.500000000000004 8.5000000000000018 79.500000000000014 21.500000000000004 11 1950.0000000000002 45.500000000000007 12 9.5000000000000018 313.50000000000006 14.500000000000002 1642125000.0000002 48.500000000000007
decision_type=9 9 8 9 8 8 9 9 9 9 10 8 9 8 9 9 9 10 10 10 10 9 10 8 9 10 10 10 8 10
left_child=2 -2 3 16 5 -3 9 20 24 11 -11 -6 13 18 -13 -16 -1 -18 -10 -15 -8 23 -23 26 -9 -26 -7 -27 -4 -12
right_child=1 4 28 -5 6 21 7 8 12 10 29 14 -14 19 15 -17 17 -19 -20 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=3.4698303731062198e-06 2.4758105014086595e-05 -0.00017670809324982884 -0.00022899062397272019 5.8661508594326504e-05 8.9889136496594808e-05 -3.9878500272365614e-05 0.00019598292098002901 -4.1784205044947955e-06 -8.3086800399740922e-05 -3.1706081336864149e-05 0.0032905617583079308 -8.0792155020859019e-05 2.2854288213132178e-05 -0.00062798539457268991 5.4227468637151337e-05 6.2993861901361473e-06 -5.6818020804101365e-05 -1.5697330169217594e-06 0.0005161374594659662 -6.0967144106029993e-05 -7.3611227272252223e-06 0.0020045120178080111 1.0118194331596442e-05 7.6950532927391182e-05 -0.00029333328336036859 1.2531346935062971e-05 2.8284399709832543e-06 -4.1151783067903123e-05 -2.3486752350834195e-05 9.4468583437645755e-06
leaf_weight=114 112 38 26 120 174 33 77 106 33 245 27 111 234 31 110 238 86 55 25 25 34 43 120 58 87 26 75 171 177 107
leaf_count=114 112 38 26 120 174 33 77 106 33 245 27 111 234 31 110 238 86 55 25 25 34 43 120 58 87 26 75 171 177 107
internal_value=0.000260363 0.000816674 -0.00196944 -0.000478723 0.000553819 0.00255435 0.000161117 -0.000860465 -0.00154873 0.00101662 -0.000871795 0.00214286 0.000334262 -0.00288 0.001 0.00211699 -0.00218045 -0.00434211 0.00135593 -0.0077193 0.00344262 0.00345455 0.00517241 0.00135593 -0.00319202 -0.00420339 -0.000733945 -0.00272727 -0.00480392 0.00296296
internal_weight=2918 2340 578 375 2228 367 1861 849 738 1012 379 633 348 114 459 348 255 141 58 56 111 329 163 166 390 284 108 197 203 134
internal_count=2918 2340 578 375 2228 367 1861 849 738 1012 379 633 348 114 459 348 255 141 58 56 111 329 163 166 390 284 108 197 203 134
cat_boundaries=0 18 20 21 22 30 32 34 36 48 49 51 53 55
cat_threshold=131074 16 33562624 4 34 134217792 0 4194304 33619968 402661376 0 0 16 0 0 0 1073741840 384 16384 512 2214592512 92 0 1 537919488 0 0 0 131072 536870912 1294432 32 17891682 32 0 20640 0 0 0 0 0 0 131072 0 0 0 0 128 1114144 44064 32 0 6144 0 28672
is_linear=0
shrinkage=0.04


Tree=675
num_leaves=31
num_cat=9
split_feature=11 3 0 9 17 12 1 0 9 2 3 9 0 2 0 2 0 2 12 2 0 0 2 3 2 2 0 12 9 2
split_gain=0.999731 1.83531 1.48372 1.3147 1.6353 1.26592 1.70757 1.23121 0.984691 0.968308 0.927791 0.874339 0.981185 1.44294 1.16061 0.883106 2.00937 1.17709 1.65844 1.31069 1.03341 0.867263 1.52693 0.765066 0.936461 0.716464 0.689803 1.0802 0.781089 1.35682
threshold=0 2012.5000000000002 18.500000000000004 1 2 3 4.5000000000000009 35.850000000000009 4 5.5000000000000009 1997.5000000000002 5 29.500000000000004 35.500000000000007 42.960000000000008 12.500000000000002 21.500000000000004 95.500000000000014 6 36.500000000000007 31.500000000000004 46.250000000000007 6.5000000000000009 2005.5000000000002 66.500000000000014 8.5000000000000018 36.400000000000006 7 8 4.5000000000000009
decision_type=9 10 8 9 9 9 10 10 9 8 10 9 10 8 10 8 10 10 9 10 10 10 10 10 10 10 10 9 9 8
left_child=5 3 -3 7 -5 6 -1 -2 10 -8 -7 15 13 -13 -14 16 -6 18 19 -17 -19 26 -23 24 -11 -18 -10 -28 -29 -30
right_child=1 2 -4 4 11 8 9 -9 21 23 -12 12 14 -15 -16 17 25 20 -20 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-3.2539371484325839e-05 3.4263406135011113e-05 6.987287870359182e-06 -7.5152772533968465e-05 2.1693612801563234e-05 -1.2973626767376346e-05 -0.0004117686137213994 0.0012506667045315111 2.7692561740266798e-06 -2.5805811422188187e-05 -2.4801934882390244e-05 -3.0335298315335992e-05 -1.7709629911664139e-05 -0.00017128244790612257 2.5969006574264599e-05 1.2194618239433908e-05 4.1207060597407972e-05 3.1563140243804358e-05 0.00015782876490014531 -1.3094917074099044e-05 -1.8503483877196915e-06 9.1390594207041428e-07 -0.0011237732655617093 -6.3022205296192622e-06 0.00016116017915692281 3.0988024491023225e-05 0.00020588931063677762 -9.2496910970965021e-05 -7.0061675043575637e-06 -0.00021370665433423141 0.00030993166698848994
leaf_weight=28 70 32 70 170 81 58 35 60 122 68 47 34 140 26 25 122 47 57 341 114 81 28 62 27 34 29 103 582 31 210
leaf_count=28 70 32 70 170 81 58 35 60 122 68 47 34 140 26 25 122 47 57 341 114 81 28 62 27 34 29 103 582 31 210
internal_value=-0.000231687 0.000490066 -0.00466019 0.000872675 0.000453834 -0.000982019 0.00197044 0.00453901 -0.00145136 0.00363636 -0.005 -0.000126354 -0.00228814 0.00196721 -0.0039759 0.000453001 0.00316456 -0.000139665 -0.000934256 0.00161943 0.00316547 -0.0010792 -0.00483516 0.002 0.00038835 0.00779221 -0.000762631 -0.00038835 0.000119904 0.00198413
internal_weight=2934 1499 102 1397 1267 1435 192 130 1243 164 105 1097 225 60 165 872 157 715 577 236 138 1138 90 129 102 76 1048 926 823 241
internal_count=2934 1499 102 1397 1267 1435 192 130 1243 164 105 1097 225 60 165 872 157 715 577 236 138 1138 90 129 102 76 1048 926 823 241
cat_boundaries=0 3 5 6 8 10 12 13 14 16
cat_threshold=67108870 1638432 528384 1 4 9 17408 34 0 4 0 10272 68930 1179680 128 30720
is_linear=0
shrinkage=0.04


Tree=676
num_leaves=31
num_cat=12
split_feature=8 7 12 3 7 12 8 2 2 2 0 8 2 12 2 2 0 2 12 3 6 2 12 2 0 2 2 2 3 6
split_gain=3.34558 2.76367 2.4455 1.41 0.949404 1.03669 0.977489 0.924086 0.896132 1.507 0.859953 0.981487 1.22531 1.30101 1.11626 1.37387 1.01768 0.99884 0.956095 1.56351 1.5554 1.2386 0.855244 0.987321 0.918656 0.809514 0.756016 0.933169 0.739952 1.2242
threshold=0 1 2 1996.5000000000002 3 4 5 20.500000000000004 66.500000000000014 106.50000000000001 51.32500000000001 6 5.5000000000000009 7 92.500000000000014 147.50000000000003 36.400000000000006 74.500000000000014 8 2007.5000000000002 9 41.500000000000007 10 15.500000000000002 35.250000000000007 59.500000000000007 37.500000000000007 23.500000000000004 2011.5000000000002 11
decision_type=9 9 9 10 9 9 9 10 10 10 8 9 8 9 8 8 10 10 9 10 9 10 9 8 10 10 10 10 10 9
left_child=8 2 3 -2 -3 6 -6 -4 22 -10 11 12 -7 -14 17 -16 -17 18 19 21 -20 -13 23 -1 -24 -9 27 -15 29 -8
right_child=1 4 7 -5 5 10 28 25 9 -11 -12 14 13 26 15 16 -18 -19 20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.4301840937470732e-05 2.3839722033400791e-05 1.3169276029216803e-05 -5.2800420813099437e-05 -0.00011807369450583139 1.6193013390548574e-05 1.5402335695178238e-05 2.4232917754858364e-05 -4.3691331296003001e-07 -0.00037477185479271923 3.019361431544354e-05 -5.8930014557461166e-05 1.6544934856312919e-05 2.5309207313739533e-06 -9.4118327656254053e-05 0.00060070739084203237 1.392678353546728e-05 -1.5335402038445522e-05 -7.7486454884478917e-05 -6.8335431710977448e-05 -0.00035070822483724841 9.4488477486720519e-09 0.00012390038642415391 -5.4160605071551514e-05 1.92126268800763e-05 3.0300614634057867e-05 -1.9251223504248572e-05 -0.000167307812703541 2.7630425670039928e-05 6.5199630607537526e-05 -2.5719802099857249e-05
leaf_weight=50 116 113 128 26 130 46 246 58 34 50 27 187 116 76 33 68 80 25 130 42 281 38 26 55 217 92 79 26 86 276
leaf_count=50 116 113 128 26 130 46 246 58 34 50 27 187 116 76 33 68 80 25 130 42 281 38 26 55 217 92 79 26 86 276
internal_value=-4.73293e-05 -0.000607256 -0.00352668 0.000784314 -9.4518e-06 -0.00021967 0.000961282 -0.00567474 0.00316027 -0.000470588 -0.000916996 -0.000765472 -0.00254237 -0.00355705 -4.46927e-05 0.00274725 0.00107383 -0.000767045 -0.000471281 0.00136691 -0.00165877 0.00274336 0.00412607 0.00706897 0.00244094 -0.00370861 -0.00552083 -0.00349515 0.000258481 -0.000305927
internal_weight=2957 2525 420 142 2105 1992 738 278 432 84 1254 1227 343 297 884 181 148 703 678 267 411 225 348 105 243 150 181 102 608 522
internal_count=2957 2525 420 142 2105 1992 738 278 432 84 1254 1227 343 297 884 181 148 703 678 267 411 225 348 105 243 150 181 102 608 522
cat_boundaries=0 29 47 49 66 68 91 114 115 117 118 119 120
cat_threshold=1073741824 2048 4 0 2147483648 0 0 2147483648 0 0 0 131072 8192 1049088 268435456 0 0 0 0 10240 2147483648 524288 0 8 0 32768 68 0 128 2 0 637534208 2048 0 0 0 268435456 33622016 134217728 0 0 0 0 0 0 16 128 16861440 32 0 0 0 524800 0 134217792 0 8192 0 0 0 256 0 0 0 32 128 67248162 2 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16777216 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 0 0 16777216 16829440 1048896 32 12 68224320 86
is_linear=0
shrinkage=0.04


Tree=677
num_leaves=31
num_cat=11
split_feature=7 12 12 4 8 2 3 9 3 9 2 13 2 17 4 2 3 0 2 18 2 4 2 2 2 12 12 2 2 2
split_gain=3.57451 1.718 1.66857 1.54075 1.45969 1.32318 1.10146 0.966071 0.964454 1.1141 1.34547 0.921168 1.47682 1.15919 2.57696 1.23632 1.15196 1.92077 0.892619 0.833479 1.00998 0.951961 0.740078 0.738953 0.72403 0.708653 0.699542 0.778689 0.684875 0.674801
threshold=0 1 2 6373145000.000001 3 1.5000000000000002 2016.5000000000002 4 1995.5000000000002 5 9.5000000000000018 6 6.5000000000000009 7 199.50000000000003 69.500000000000014 1992.5000000000002 23.500000000000004 13.500000000000002 8 147.50000000000003 215.00000000000003 13.500000000000002 105.50000000000001 19.500000000000004 9 10 6.5000000000000009 63.500000000000007 3.5000000000000004
decision_type=9 9 9 8 9 8 8 9 8 9 10 9 8 9 10 10 10 10 10 9 10 10 10 10 8 9 9 10 10 8
left_child=2 4 6 -4 -2 -6 -1 -5 -7 24 -11 12 -3 14 18 16 17 -15 -14 21 25 -13 -12 -17 26 29 -10 -28 -26 -21
right_child=1 11 3 7 5 8 -8 -9 9 10 22 19 13 15 -16 23 -18 -19 -20 20 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=9.0708938671468791e-09 9.0472945900188505e-06 -0.00039197666128441003 4.0333322461876267e-05 2.0582564141342629e-05 3.5135078215056124e-05 0.00024498657790971378 6.0531260292542302e-05 -4.2053079951926975e-05 6.2319673903488135e-06 -0.00072927525712550788 1.2187796270985985e-05 0.0019001947516409602 0.00087262163812461323 -4.6026983428149043e-06 -0.00028872786229115375 -2.34079491415784e-05 -3.4174499996169063e-05 0.00016123248578256977 -0.00018318768434170352 -3.9132684985716535e-05 -0.00011491244917486655 6.3553327471765903e-07 -9.332433952042862e-05 1.3975492534044065e-05 -3.5473181550003117e-05 7.7774391252560807e-06 -0.00034780986941242988 1.8613721174176591e-07 -1.080196031502112e-06 3.0642319124254416e-05
leaf_weight=25 233 72 51 128 44 37 84 133 105 98 32 34 30 62 45 56 91 118 33 27 47 43 140 39 303 378 42 73 146 154
leaf_count=25 233 72 51 128 44 37 84 133 105 98 32 34 30 62 45 56 91 118 33 27 47 43 140 39 303 378 42 73 146 154
internal_value=2.06612e-05 -0.000561572 0.00337963 0.00173375 -0.0015981 -0.00225024 0.0075 0.000534351 -0.00257932 -0.00282979 -0.00498221 0.0005 -0.000718133 8.42105e-05 -0.00336134 0.00116711 0.00257353 0.00441989 0.0015625 0.00146974 0.000988468 0.00538462 -0.00300578 -0.00270833 -0.00185294 0.00146429 0 -0.00206349 -0.0028 0.0034375
internal_weight=2903 2482 421 312 1253 1020 109 261 976 939 270 1229 546 474 108 366 271 180 63 683 606 77 172 95 669 559 220 115 449 181
internal_count=2903 2482 421 312 1253 1020 109 261 976 939 270 1229 546 474 108 366 271 180 63 683 606 77 172 95 669 559 220 115 449 181
cat_boundaries=0 17 19 20 50 52 54 55 56 57 58 60
cat_threshold=1 268435584 1073750016 8192 524290 134225920 0 268443648 0 402653200 32768 192 128 0 0 32 4224 1303552 32 206848 0 4 0 0 0 0 262144 2147483648 0 0 0 0 10240 512 0 0 0 0 4096 0 256 0 4194304 0 0 0 0 0 0 4096 0 2048 1 26624 12 44 4 67109184 155648 32
is_linear=0
shrinkage=0.04


Tree=678
num_leaves=31
num_cat=11
split_feature=7 12 8 3 7 11 3 12 8 6 4 2 12 0 2 2 2 2 15 2 0 2 0 2 0 0 2 12 0 3
split_gain=2.52768 1.70735 1.49607 1.37497 1.70856 1.67195 1.3854 1.21857 1.57111 1.34685 1.28952 1.12371 1.11634 1.0755 1.00249 1.18386 0.994082 1.22603 0.965406 1.08317 0.931152 0.909114 1.24672 0.862839 0.850316 1.84746 1.28105 0.886778 1.36861 1.16252
threshold=0 1 2 2012.5000000000002 3 4 2008.5000000000002 5 6 7 15.000000000000002 68.500000000000014 8 16.750000000000004 4.5000000000000009 29.500000000000004 21.500000000000004 52.500000000000007 9 182.50000000000003 43.675000000000004 58.500000000000007 16.750000000000004 10.500000000000002 36.900000000000006 24.500000000000004 8.5000000000000018 10 42.250000000000007 2006.5000000000002
decision_type=9 9 9 10 9 9 10 9 9 9 10 10 9 10 8 8 8 10 9 8 10 8 10 8 8 10 8 9 10 8
left_child=1 11 -2 4 12 -6 7 9 18 -7 14 20 13 -4 -11 -16 -14 -18 -9 -20 23 22 -17 -1 25 -10 -26 -28 29 -29
right_child=2 -3 3 -5 5 6 -8 8 24 10 -12 -13 16 -15 15 21 17 -19 19 -21 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=3.9829198895091626e-06 -6.9699545166344019e-05 4.6755525061215052e-06 -9.9420481456107275e-05 -5.8579654550072749e-05 4.0480233937785219e-05 1.1792537023183059e-05 9.265384429838264e-05 -4.9649723642275486e-06 -3.9175741963184411e-05 -0.00023452508706572672 0.00012610250552967274 7.2867993831948754e-06 2.2834638395750063e-05 -3.2706518527270134e-05 4.010633239666106e-06 -3.3476976526323199e-05 -0.00017159419215992955 3.2988153149204893e-06 2.117121596178606e-05 -0.00028900539507695558 1.1332706425761786e-05 -3.2759570561218256e-05 -0.00034852534579457031 0.0010239460600489992 1.3895181585930061e-05 0.0002278399068929815 -3.7813097599226353e-06 3.5780016692967822e-05 -6.0975403139416074e-05 -8.756647554569952e-05
leaf_weight=32 109 230 28 231 161 159 63 102 44 40 25 33 84 108 118 36 71 85 265 27 25 82 35 43 182 101 222 41 46 128
leaf_count=32 109 230 28 231 161 159 63 102 44 40 25 33 84 108 118 36 71 85 265 27 25 82 35 43 182 101 222 41 46 128
internal_value=-2.70544e-05 0.00304813 -0.00046851 -0.000256513 4.43656e-05 0.000540254 0.000162131 -6.04595e-05 0.000650128 -0.0016996 -0.00311239 0.00652778 -0.00237726 -0.00517007 -0.00391026 -0.00301471 -0.00063745 -0.00254777 0.00266667 0.00382838 0.00910891 -0.00532468 -0.00861111 0.0113158 -0.000412903 0.00232877 -0.00106452 -0.00223744 -0.0039823 -0.00247059
internal_weight=2956 363 2593 2484 2253 1877 1716 1653 1158 495 336 133 376 136 311 271 240 156 394 292 100 153 71 75 764 145 619 437 215 169
internal_count=2956 363 2593 2484 2253 1877 1716 1653 1158 495 336 133 376 136 311 271 240 156 394 292 100 153 71 75 764 145 619 437 215 169
cat_boundaries=0 17 19 38 56 58 60 84 85 86 87 89
cat_threshold=1 268435456 537927680 10752 0 64 0 8192 33554432 16 32768 448 0 0 67108864 0 4096 206880 32 0 2 0 0 0 0 0 0 0 0 0 2048 64 1048576 0 4096 0 0 33554432 268566528 129 1073741824 524288 0 0 0 268435456 65536 0 0 0 268435472 268435456 0 32 16 256 49152 2147484160 68242432 2 0 0 0 0 0 0 0 2147483648 0 0 0 0 8192 512 0 0 0 0 0 0 384 0 16777216 8 340 68191552 2149580800 131074 32
is_linear=0
shrinkage=0.04


Tree=679
num_leaves=31
num_cat=11
split_feature=7 7 15 2 12 2 3 2 12 3 2 7 3 3 12 2 12 5 13 2 3 2 2 2 6 2 11 3 3 3
split_gain=2.91689 1.96148 1.42298 1.4897 1.4069 1.53804 1.47951 1.24009 1.09591 1.5755 1.4887 1.13605 1.08141 0.890945 0.858692 0.840801 0.807175 1.14349 0.955548 0.978547 0.77248 0.693209 0.682778 0.718157 0.647154 0.727768 0.766353 0.572238 0.866743 0.519634
threshold=0 1 2 11.500000000000002 3 7550.0000000000009 2001.5000000000002 2.5000000000000004 4 1977.5000000000002 65.500000000000014 5 2002.5000000000002 2013.5000000000002 6 147.50000000000003 7 2.5000000000000004 8 54.500000000000007 2019.5000000000002 416.00000000000006 19.500000000000004 30.500000000000004 9 74.500000000000014 10 2003.5000000000002 2014.5000000000002 2007.5000000000002
decision_type=9 9 9 8 9 8 8 10 9 10 10 9 10 10 9 10 9 8 9 8 10 10 10 10 9 10 9 8 8 10
left_child=4 13 8 7 -1 6 -6 -4 9 10 11 -3 -11 14 -2 20 17 -5 -18 22 24 -17 -20 -24 25 26 27 -10 -29 -14
right_child=1 2 3 16 5 -7 -8 -9 15 12 -12 -13 29 -15 -16 21 18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.5613232646376501e-05 -5.2971753499519993e-05 -2.7611803888767382e-05 -0.00011166916570722663 -0.00043448305156989163 -7.441361163472493e-05 -4.5422163733199741e-05 4.1387371005896512e-05 2.8641112726575103e-05 0.00016247314430689386 -4.03603633716898e-05 0.00014364503858722345 6.098617747838375e-06 1.5856419196254025e-05 -0.00029376770525107787 -6.2423959372992497e-06 -8.4274203500847019e-05 9.9482802198025405e-06 -0.00015143156651319599 -2.3673669474533199e-07 -2.0309631303447874e-05 -1.9801678766171449e-05 5.5342508449029995e-06 -0.00086115404282992357 -8.2306269184826415e-05 0.00019795846000633332 -2.296630960536561e-05 1.6122916820648926e-05 -0.00042893932928851798 3.7609148706252427e-06 -3.8693930559361437e-05
leaf_weight=106 127 208 37 30 32 64 252 124 28 42 110 221 30 26 170 38 102 71 28 145 41 25 31 28 179 62 279 28 179 108
leaf_count=106 127 208 37 30 32 64 252 124 28 42 110 221 30 26 170 38 102 71 28 145 41 25 31 28 179 62 279 28 179 108
internal_value=0.000101626 -0.000438596 0 -0.00164745 0.00301075 0.00423398 0.00561404 0.00160494 0.000629327 -0.000520548 0.000555556 -0.000511628 -0.00375691 -0.00329341 -0.00275168 0.00158621 -0.00288991 -0.00589286 -0.00173913 -0.00312757 0.00195734 -0.0028125 -0.00659091 -0.009 0.00224868 0.00149915 0.00201942 0.000243902 -0.000480769 -0.00201439
internal_weight=2951 2497 2174 596 454 348 284 161 1578 719 539 429 180 323 297 859 435 101 334 232 796 63 87 59 755 576 514 235 207 138
internal_count=2951 2497 2174 596 454 348 284 161 1578 719 539 429 180 323 297 859 435 101 334 232 796 63 87 59 755 576 514 235 207 138
cat_boundaries=0 18 35 36 38 40 48 49 51 52 53 54
cat_threshold=16384 268435585 8192 524288 2 134217792 0 8192 0 134217760 40960 2097344 0 0 0 32 4224 256 268435458 0 536870912 2052 524320 8194 0 272629760 0 0 32 0 16 0 0 0 1073741840 2217213952 1179904 32 16952320 34 0 0 0 0 0 0 131072 537001984 17698 16777536 32 2 394 16388
is_linear=0
shrinkage=0.04


Tree=680
num_leaves=31
num_cat=9
split_feature=8 7 12 12 2 2 2 4 0 0 2 13 5 6 0 2 2 2 12 5 2 3 8 0 0 2 0 2 0 8
split_gain=3.06953 2.58572 1.43731 1.14626 1.129 1.11249 1.53657 1.06309 1.05076 1.15371 1.00094 0.910601 0.890525 0.782901 1.64304 0.762721 0.801476 0.962229 0.729729 0.888437 0.726282 1.39858 0.690406 0.684839 0.894743 0.824961 0.681083 0.676388 0.62208 0.621211
threshold=0 1 2 3 129.50000000000003 13.500000000000002 7.5000000000000009 561120000.00000012 39.07500000000001 30.500000000000004 55.500000000000007 4 5.5000000000000009 5 43.675000000000004 6.5000000000000009 58.500000000000007 33.500000000000007 6 1.5000000000000002 21.500000000000004 1994.5000000000002 7 21.500000000000004 39.07500000000001 10.500000000000002 39.07500000000001 19.500000000000004 44.07500000000001 8
decision_type=9 9 9 9 10 10 8 10 10 8 10 9 8 9 8 10 10 10 9 10 10 10 9 10 10 8 10 10 10 9
left_child=3 -2 4 8 11 6 -5 29 9 10 -1 18 -10 23 15 -15 17 20 -3 28 21 -17 -7 -13 -25 -26 -8 -14 -20 -4
right_child=1 2 7 5 -6 22 26 -9 12 -11 -12 13 27 14 -16 16 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-3.0543238098559303e-05 -2.944795150121138e-05 -3.4235475000841123e-05 -5.8364146675700115e-05 2.1335636375496849e-05 0.00010195783110336976 1.2384144405466202e-05 2.3813827274175027e-05 -3.6668109033932696e-05 -0.00011409354790089311 -3.3413049331016967e-05 9.6114859323037649e-05 5.001514767215554e-06 3.3861579597171954e-06 -0.0007945699352791991 0.00019233962068696542 0.00037694715377398327 -0.00039934260297783911 0.0011651691676749466 1.136994648625489e-05 -0.0002458056238185691 -0.00030277112405123317 -0.00011158529832790976 0.0001767061291975125 0.0002772284303742012 0.00048237742940930416 1.5579257946924939e-05 -6.9818458057966382e-05 0.0002794120801247857 -0.00012766855489175556 -3.3374056580726119e-06
leaf_weight=56 349 127 107 70 64 110 28 34 29 35 27 91 64 57 61 50 31 37 285 27 31 28 148 50 32 91 58 42 33 692
leaf_count=56 349 127 107 70 64 110 28 34 29 35 27 91 64 57 61 50 31 37 285 27 31 28 148 50 32 91 58 42 33 692
internal_value=0.000203735 -0.000498252 8.25168e-05 0.00256637 0.00103074 0.00385882 0.00127389 -0.00116114 0.000378788 -0.00235294 0.000238095 0.000717054 0.00279412 0.00178947 0.000326797 -0.00119149 0.00011236 0.00136054 -0.00057971 0.000393258 -0.000545455 0.00151899 0.00555985 0.00334545 0.00494253 0.00306452 -0.00229885 0.00448598 0.00100313 -0.000875
internal_weight=2944 2277 1928 667 1095 414 156 833 253 118 83 1031 135 559 295 234 177 146 472 345 109 78 258 264 173 123 86 106 318 799
internal_count=2944 2277 1928 667 1095 414 156 833 253 118 83 1031 135 559 295 234 177 146 472 345 109 78 258 264 173 123 86 106 318 799
cat_boundaries=0 30 47 49 51 52 53 54 75 98
cat_threshold=0 1050638 0 0 2147483648 0 0 2147483648 0 0 0 133124 0 1048576 0 0 0 0 4096 10240 384 0 0 8 0 32768 0 0 524288 8192 2 129 1610612736 2621440 0 134217730 0 268435456 33556480 16 32 0 128 268435456 0 0 4112 1106018 2 59392 34 2 92 1048672 0 4 0 0 2147483648 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 256 0 0 0 0 0 0 262144 0 0 0 0 0 2048 0 0 4096 0 0 0 0 0 0 4194304
is_linear=0
shrinkage=0.04


Tree=681
num_leaves=31
num_cat=11
split_feature=7 8 5 7 12 0 6 12 8 12 1 9 2 0 1 11 2 2 0 1 2 2 0 0 0 2 4 2 12 2
split_gain=2.89337 1.61471 1.94525 1.45833 1.43324 0.922027 0.803874 1.98043 1.42843 1.34839 1.44475 1.21257 1.16961 1.06265 0.96603 0.938033 0.785181 0.763964 0.748659 0.71763 0.925821 0.934902 0.707097 0.726614 0.627145 0.62638 0.61704 0.595103 0.70735 0.554087
threshold=0 1 1.5000000000000002 2 3 36.900000000000006 4 5 6 7 5.5000000000000009 8 15.500000000000002 44.07500000000001 4.5000000000000009 9 1.5000000000000002 70.500000000000014 45.425000000000004 5.5000000000000009 16.500000000000004 69.500000000000014 35.250000000000007 38.57500000000001 40.250000000000007 17.500000000000004 87817200000.000015 58.500000000000007 10 5.5000000000000009
decision_type=9 9 8 9 9 10 9 9 9 9 8 9 8 10 10 9 10 8 10 10 8 10 10 10 10 10 8 10 9 8
left_child=26 2 -2 4 5 25 8 22 13 10 -10 -9 -12 15 -13 27 -6 -17 -18 20 -11 -22 -8 -24 -19 -3 -1 28 -5 -28
right_child=1 3 -4 6 16 -7 7 11 9 19 12 14 -14 -15 -16 17 18 24 -20 -21 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=4.4617269762916578e-05 -0.00017165031158754119 0.0011335615566228086 3.7963718868780918e-05 -4.8319311474642745e-07 -0.00093904050909554115 -5.8734481563504914e-06 1.3791266976213024e-05 -7.1807354669140017e-05 -2.0219476209888397e-05 -2.6457838750104659e-07 0.0010769071933357567 0.0011627069779385835 1.9819257851736437e-05 0.00014850691470293497 5.25032888729271e-05 -2.338369772498794e-05 -1.5197872443444283e-05 0.00023198292585394854 -9.8474902008405254e-06 -5.4670904917450967e-05 -9.7397456866588075e-05 -7.343157034362946e-06 -0.00042659581807114933 -5.2608675438179374e-05 -2.9777164707525118e-05 8.2030460604087805e-06 3.0129512028338469e-05 -4.7937741089754129e-06 1.4512031723477036e-05 1.5474288615138222e-05
leaf_weight=54 43 26 199 129 42 39 25 106 357 111 35 27 70 40 307 110 278 28 25 60 127 60 35 158 26 40 25 91 154 143
leaf_count=54 43 26 199 129 42 39 25 106 357 111 35 27 70 40 307 110 278 28 25 60 127 60 35 158 26 40 25 91 154 143
internal_value=-0.000161562 -0.000521928 0.00252964 -0.000826381 -0.00286334 0.0012069 -0.000367683 0.00077728 -0.000908446 -0.00197353 -0.0005074 0.00230599 0.00358491 0.000611205 0.00347826 0.000148423 -0.00410112 -0.00228571 -0.00348684 -0.00379404 -0.00307692 -0.00478723 -0.00227074 -0.00319588 0.00145455 0.0041791 0.00412017 0.00124675 0.0021831 0.00307692
internal_weight=2970 2748 242 2506 450 105 2056 658 1398 820 462 440 105 578 334 538 345 164 303 358 298 187 218 193 54 66 222 374 283 168
internal_count=2970 2748 242 2506 450 105 2056 658 1398 820 462 440 105 578 334 538 345 164 303 358 298 187 218 193 54 66 222 374 283 168
cat_boundaries=0 18 47 65 67 68 70 96 97 99 101 103
cat_threshold=0 16 1073750016 512 2 10240 0 8192 0 8192 32768 0 0 0 0 0 4096 256 0 2048 0 0 65536 0 0 2147483648 0 0 0 4 8192 0 0 0 0 0 33554432 2048 0 0 0 8 0 0 4 0 524288 2 128 603979776 4 0 0 0 0 33556480 671088672 8224 128 0 0 0 0 0 128 18464 32 408 67251232 32 0 4 0 0 0 0 0 0 0 0 0 2048 0 512 0 0 0 0 0 0 0 0 16777216 0 0 49152 18022722 0 16388 32 2147483648 1124352 32
is_linear=0
shrinkage=0.04


Tree=682
num_leaves=31
num_cat=7
split_feature=9 0 0 12 6 4 2 2 2 2 9 2 0 12 2 4 0 5 2 0 6 4 4 4 0 2 11 2 0 4
split_gain=1.51348 2.06521 1.56043 0.974079 1.12078 1.85015 1.32045 1.18423 0.965627 0.948148 0.797003 0.907153 0.782059 0.779991 0.835701 0.675087 0.847279 0.65274 1.40946 0.715216 0.773146 0.920031 1.04584 0.977443 0.875461 1.13056 0.800562 0.884736 0.73804 0.679657
threshold=0 35.600000000000009 30.500000000000004 1 2 199.50000000000003 77.500000000000014 36.500000000000007 24.500000000000004 40.500000000000007 3 3.5000000000000004 14.500000000000002 4 10.500000000000002 26121510000.000004 14.500000000000002 1.5000000000000002 50.500000000000007 15.500000000000002 5 625.00000000000011 1445190000.0000002 25235975000.000004 40.250000000000007 13.500000000000002 6 10.500000000000002 39.07500000000001 4041470000.0000005
decision_type=9 8 10 9 9 8 10 10 10 8 9 10 8 9 10 8 10 10 8 10 9 8 8 8 10 10 9 10 10 8
left_child=1 2 9 4 5 -2 7 8 10 -1 -6 -12 -5 -3 -15 -7 -17 19 -19 -14 26 -22 -23 -24 -25 -26 27 -21 -29 -28
right_child=3 13 -4 12 6 15 -8 -9 -10 -11 11 -13 17 14 -16 16 -18 18 -20 20 21 22 23 24 25 -27 29 28 -30 -31
leaf_value=-4.9585202560287202e-05 -0.0001148706701408031 -6.2579378803206969e-06 0.0029188411634335411 -6.4759475270719232e-05 -2.8586078119232641e-05 3.3293144132073851e-05 0.00061702424601328687 -0.00014448262265407408 0.00010076802392426033 3.4651633074389565e-06 -0.00060632728349229836 7.2360468478436252e-05 1.3239616297155976e-05 -0.00021473221813380405 -1.6078525681919585e-05 8.7393158978557039e-05 1.1387419671393673e-05 3.6042209933917491e-05 -0.00011224138670886675 8.7528493760729019e-05 -0.00043763310768024866 0.00027223180506368293 -6.401909811824424e-05 -1.342799514461035e-06 7.4986462473312091e-05 -7.6772479675923937e-06 4.9538452148567558e-06 7.8751393441649505e-05 -2.7189943186378686e-05 -2.9168252132336648e-05
leaf_weight=44 27 155 28 99 116 63 45 30 29 26 34 83 161 136 174 63 513 60 26 89 30 25 28 391 46 43 29 25 108 209
leaf_count=44 27 155 28 99 116 63 45 30 29 26 34 83 161 136 174 63 513 60 26 89 30 25 28 391 46 43 29 25 108 209
internal_value=-0.000143052 -0.00198606 0.00323232 0.00030214 0.0012426 0.00218612 -0.000632184 -0.00163823 -0.000760456 0 -0.00162393 0.00078125 -0.000391304 -0.00313305 -0.00423676 0.00265625 0.00221837 -0.000125885 0.00321839 -0.000371308 -0.000761719 0.000243902 0.000636704 0.000235756 0.000665281 0.00422222 -0.00195329 -0.000171674 -0.00223881 -0.00353414
internal_weight=2935 563 98 2372 1003 666 337 292 262 70 233 117 1369 465 310 639 576 1270 86 1184 1023 563 533 508 480 89 460 222 133 238
internal_count=2935 563 98 2372 1003 666 337 292 262 70 233 117 1369 465 310 639 576 1270 86 1184 1023 563 533 508 480 89 460 222 133 238
cat_boundaries=0 2 3 4 6 7 8 11
cat_threshold=131841 8228 16895040 330 0 2048 1282 328 16388 0 524288
is_linear=0
shrinkage=0.04


Tree=683
num_leaves=31
num_cat=13
split_feature=7 12 8 7 4 12 8 0 0 13 9 12 4 0 7 2 0 4 6 4 2 2 2 2 2 6 2 2 2 9
split_gain=3.28055 2.17327 1.63708 1.7389 1.64954 1.60271 1.87634 1.5409 1.27922 1.26768 1.2202 1.4943 1.13113 1.10682 1.1343 1.17659 0.962671 1.48778 1.0441 1.63162 0.997357 0.961238 0.9343 1.2189 0.847736 0.760218 0.713263 0.691631 0.604467 0.604805
threshold=0 1 2 3 152.50000000000003 4 5 36.400000000000006 50.425000000000004 6 7 8 1445190000.0000002 9.5000000000000018 9 15.500000000000002 43.675000000000004 3890.0000000000005 10 390.00000000000006 94.500000000000014 3.5000000000000004 7.5000000000000009 16.500000000000004 49.500000000000007 11 45.500000000000007 22.500000000000004 725.00000000000011 12
decision_type=9 9 9 9 8 9 9 10 8 9 9 9 8 10 9 10 10 10 9 10 10 8 10 10 10 9 8 10 8 9
left_child=1 -1 5 9 -5 13 -7 -3 10 27 11 21 -12 -2 15 -15 18 -18 28 20 24 -6 -8 -24 -20 -23 -27 -4 29 -13
right_child=2 7 3 4 8 6 22 -9 -10 -11 12 16 -14 14 -16 -17 17 -19 19 -21 -22 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.1994152376407783e-05 -0.00019838256354013596 0.00010180630697536941 -2.5727341705348295e-05 0.00015402161843745433 9.9057780349660619e-05 1.3799688557014633e-06 0.00050186852509007454 1.7730333397203425e-05 -0.00011053808353661765 -3.5918986556566777e-05 -0.00032539670653271459 -2.9084976347526493e-05 -3.9708555763411366e-05 0.00037210363505529642 -9.6100758849360094e-06 6.0141306268235444e-06 0.00018459069646269201 -4.7551067889273216e-06 1.2654440931889611e-05 0.00019654443891763408 7.4389408368311655e-05 -0.00027318994014105872 -1.0170599292891326e-06 9.0933645495816512e-05 -0.00020947304129073529 2.9793615705244748e-05 -0.00013721403204389304 2.1528629336451389e-05 -0.00027851373375334279 1.5528855494579831e-05
leaf_weight=109 39 78 79 31 28 325 33 240 38 188 25 180 184 31 269 90 56 28 198 28 30 112 38 58 27 77 62 74 47 148
leaf_count=109 39 78 79 31 28 325 33 240 38 188 25 180 184 31 269 90 56 28 198 28 30 112 38 58 27 77 62 74 47 148
internal_value=-0.00023043 0.00296804 -0.000781373 -0.00152635 -0.000839695 0.000604027 0.00223656 0.00462006 -0.00107171 -0.00403409 -0.000844842 -0.000251938 -0.00354545 -0.00113636 -0.000511509 0.00257576 0.000690571 0.00470588 0.000182094 0.00197279 0.00101563 -0.00268966 0.00614286 0.00453608 8.84956e-05 -0.00357143 -0.0012 -0.00109756 -0.00119171 -0.000607903
internal_weight=2950 427 2523 1640 1299 883 454 318 1268 341 1230 1021 209 429 390 121 742 84 658 283 255 279 129 96 225 251 139 153 375 328
internal_count=2950 427 2523 1640 1299 883 454 318 1268 341 1230 1021 209 429 390 121 742 84 658 283 255 279 129 96 225 251 139 153 375 328
cat_boundaries=0 18 19 49 64 66 89 90 92 94 103 104 105 107
cat_threshold=268451840 145 1056768 640 0 64 0 0 0 32 40960 2097216 0 268435456 0 0 1073746048 128 68307264 16 2052 4 0 0 0 0 0 0 0 0 131076 10240 0 0 0 0 0 4096 2048 0 0 20971520 8 0 0 64 0 524288 4096 2 0 1140850688 2097156 0 2 33685504 0 33619968 0 32 256 128 0 67108864 166946 32 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 4096 0 0 0 16777216 2 1073741824 30852 17861888 2 0 0 67108864 0 0 0 131072 0 65536 404 400 0 10368
is_linear=0
shrinkage=0.04


Tree=684
num_leaves=31
num_cat=10
split_feature=7 12 2 8 8 12 0 4 4 0 9 2 6 4 2 0 2 2 2 2 11 6 2 2 0 2 4 12 2 2
split_gain=2.46476 2.11383 1.60126 1.47987 1.01279 1.22121 1.42377 1.94803 1.17931 2.00271 1.09297 1.03819 0.936877 0.757146 0.957803 1.30725 0.721814 0.717672 0.712366 0.878143 0.829091 1.10517 1.43599 1.54214 0.976573 0.806186 0.673344 0.635499 0.577584 0.546118
threshold=0 1 403.00000000000006 2 3 4 40.250000000000007 6050.0000000000009 8400.0000000000018 39.07500000000001 5 6.5000000000000009 6 4277935000.0000005 24.500000000000004 40.250000000000007 4.5000000000000009 45.500000000000007 108.50000000000001 62.500000000000007 7 8 18.500000000000004 10.500000000000002 24.500000000000004 8.5000000000000018 1246835000.0000002 9 12.500000000000002 20.500000000000004
decision_type=9 9 10 9 9 9 10 10 8 8 9 10 9 8 10 10 10 8 10 10 9 9 8 10 10 8 8 9 8 8
left_child=1 13 3 17 -5 6 7 18 9 29 26 -8 -12 -1 15 28 -3 -2 19 20 -6 22 23 -22 -23 -26 -10 -28 -15 -7
right_child=2 16 -4 4 5 8 11 -9 10 -11 12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00016400023006774234 2.0336765681570058e-05 -0.0006536519421344167 5.3100667891854415e-05 -2.3991140669856749e-05 1.9330995289159604e-05 7.0286619834547542e-06 -0.00038675414969965518 0.00024993966271580348 -0.0001330553442014093 0.0002015337414640328 -0.00030968327168757527 -2.0134840374197437e-06 -6.684145441084866e-06 2.601880935344525e-05 -5.4851576557268803e-06 -1.0386052861299788e-05 -3.1630317214421668e-05 0.00039855480532416724 2.1706774601852887e-05 -2.5435455074003243e-05 -7.2538009634683936e-05 -5.3071334490795153e-06 -0.00048346810573800524 0.00048183173698596705 0.00066987824785137207 1.5720116669655228e-05 3.8033888597510669e-06 -7.5136119119179059e-06 0.00024446811335302246 -5.2843035156833196e-05
leaf_weight=33 86 48 105 104 120 25 25 25 27 94 126 46 179 35 86 34 215 29 35 47 44 33 44 28 30 81 673 419 26 26
leaf_count=33 86 48 105 104 120 25 25 25 27 94 126 46 179 35 86 34 215 29 35 47 44 33 44 28 30 81 673 419 26 26
internal_value=-0.000232161 -0.00282787 0.000284322 6.81721e-05 -0.000169492 2.80636e-05 0.00161687 0.00241803 -0.000544304 0.00287671 -0.000898246 -0.00361111 -0.00297468 0.000177778 0.00120879 0.00395833 -0.00518248 0.00428571 0.00181425 0.00135514 0.00199475 0.000590406 -0.00220472 0.00109589 0.00283871 0.00482143 -0.000300885 -0.000146386 0.00741935 -0.00346154
internal_weight=2928 477 2451 2346 2231 2127 558 487 1569 145 1424 71 305 214 181 95 263 115 462 427 380 260 116 72 144 111 1119 1092 61 51
internal_count=2928 477 2451 2346 2231 2127 558 487 1569 145 1424 71 305 214 181 95 263 115 462 427 380 260 116 72 144 111 1119 1092 61 51
cat_boundaries=0 18 19 48 71 72 74 75 76 77 78
cat_threshold=147458 48 1610612736 2623492 34 8258 0 541065216 33554432 8192 0 0 128 0 67108864 0 0 384 67183618 16 0 0 134217728 2147549184 0 0 0 0 0 0 0 0 0 268435456 0 0 0 0 0 0 0 0 8 0 49152 0 0 524288 268435456 0 0 0 0 0 0 0 0 0 0 2048 2048 0 0 0 0 0 0 0 0 0 4194304 16850976 1 22672 278 16416 450 1083714
is_linear=0
shrinkage=0.04


Tree=685
num_leaves=31
num_cat=11
split_feature=7 8 7 2 8 9 17 0 0 2 3 7 2 2 2 15 11 2 1 2 2 1 9 2 2 0 2 2 2 13
split_gain=2.63749 2.20899 1.13581 1.11999 0.912681 0.735884 0.730209 0.893884 1.76077 0.780956 0.672171 0.883701 0.685686 0.661196 1.00191 0.66147 1.19905 0.565358 0.550019 0.512055 0.560469 1.57983 0.502364 0.794304 0.970522 0.495804 0.484381 0.453436 1.07049 0.569556
threshold=0 1 2 8.5000000000000018 3 4 5 50.425000000000004 47.750000000000007 10.500000000000002 2009.5000000000002 6 26.500000000000004 6.5000000000000009 8.5000000000000018 7 8 43.500000000000007 3.5000000000000004 131.00000000000003 37.500000000000007 4.5000000000000009 9 17.500000000000004 31.500000000000004 16.750000000000004 11.500000000000002 105.50000000000001 171.00000000000003 10
decision_type=9 9 9 8 9 9 9 10 8 10 8 9 10 8 8 9 9 8 10 10 10 10 9 10 10 10 10 8 10 9
left_child=3 -2 17 -1 26 -6 9 8 13 -7 12 -12 -5 25 -15 22 -17 -3 -19 20 21 -18 27 -24 -25 -8 -4 29 -29 -16
right_child=1 2 4 10 5 6 7 -9 -10 -11 11 -13 -14 14 15 16 19 18 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=8.8910289003507609e-06 4.1164040918175716e-05 4.626562476069296e-05 -5.3798250966963222e-07 -5.53163881539831e-05 -0.00011590627778247154 1.7343585980711396e-07 1.1938870989851581e-05 -4.6635001029216029e-05 0.00023443527735370396 -2.9195506088797176e-05 -6.2826025778406346e-06 -9.9374585041722696e-05 4.4149886175972596e-05 0.00014761127311309962 -3.4978995201129238e-06 3.7635702861607005e-05 -6.7323407654811267e-05 3.9723189140055125e-05 -4.1504250665269639e-06 5.8773824782747397e-05 -0.00040048603428651577 2.3882893204358881e-05 -4.6197976026434165e-05 0.00016436233637641352 5.0348402058020272e-06 -5.8239413925278428e-05 -4.222639351887381e-05 0.00016909245501729232 -1.8376036437928179e-06 1.0805460183007654e-05
leaf_weight=59 214 115 45 33 109 189 58 25 32 155 105 128 43 25 433 108 85 32 71 37 58 49 29 41 48 146 81 46 63 287
leaf_count=59 214 115 45 33 109 189 58 25 32 155 105 128 43 25 433 108 85 32 71 37 58 49 29 41 48 146 81 46 63 287
internal_value=-0.000155932 0.000300926 -5.8873e-05 -0.00327177 -0.000342593 -0.000127827 6.23377e-05 0.000430108 0.000556274 -0.00157746 -0.00432258 -0.00538462 -0.00103896 0.000356671 0.000687023 0.000529183 -0.000977011 0.00262009 0.000576923 -0.00258333 -0.00352332 -0.00207407 0.00106472 0.00341085 0.00555556 -0.0017561 -0.00350365 0.000690476 0.00309091 0.000332871
internal_weight=2949 2581 2367 368 2149 2023 1914 1570 1545 344 309 233 76 1513 1309 1284 337 218 103 229 192 134 947 118 89 204 126 829 109 720
internal_count=2949 2581 2367 368 2149 2023 1914 1570 1545 344 309 233 76 1513 1309 1284 337 218 103 229 192 134 947 118 89 204 126 829 109 720
cat_boundaries=0 17 46 64 84 86 87 104 105 108 110 111
cat_threshold=147458 129 536870912 2099712 524288 2 33554432 0 33554432 0 32 0 128 0 0 0 4096 1073741840 2052 0 0 65536 0 0 0 0 0 0 131072 8192 1048576 0 0 0 0 0 0 0 0 0 8 0 32768 4 0 128 1 268435456 1074790400 0 0 134228032 0 268435456 0 402653184 8192 0 16 0 0 32 0 384 0 8 4 0 0 1 0 0 0 0 0 2048 2048 0 0 0 0 0 0 2048 256 144 24 2 0 0 2048 0 0 0 0 33554432 0 0 0 128 0 0 0 4096 2216689664 32 0 524288 0 2084 10
is_linear=0
shrinkage=0.04


Tree=686
num_leaves=31
num_cat=15
split_feature=8 7 12 9 12 4 7 3 5 1 4 9 12 5 1 3 4 3 9 3 15 4 4 6 13 6 12 6 5 1
split_gain=2.61954 1.74218 1.70891 1.49342 1.29453 1.71875 1.30317 1.20836 0.941842 0.945924 0.873706 0.780607 1.24354 0.764342 0.681021 0.616919 0.564233 0.550141 0.544481 0.685653 0.678703 0.85342 0.927772 0.766233 0.60529 0.557336 0.544365 0.542559 0.6206 0.602465
threshold=0 1 2 3 4 1642125000.0000002 5 1992.5000000000002 4.5000000000000009 5.5000000000000009 481.00000000000006 6 7 1.5000000000000002 5.5000000000000009 1997.5000000000002 86.000000000000014 2004.5000000000002 8 2020.5000000000002 9 2772799500.0000005 13818465000.000002 10 11 12 13 14 4.5000000000000009 5.5000000000000009
decision_type=9 9 9 9 9 8 9 10 8 10 10 9 9 8 8 8 10 10 9 10 9 8 8 9 9 9 9 9 8 10
left_child=2 26 8 13 5 10 16 27 -1 -10 -3 12 -7 -4 -13 -8 -6 -9 -17 20 24 -22 -23 -24 -20 -26 -2 29 -29 -5
right_child=1 4 3 7 6 11 15 17 9 -11 -12 14 -14 -15 -16 18 -18 -19 19 -21 21 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=-9.0232963536962537e-06 -4.9088290069789763e-05 -2.2228110745601272e-05 -1.2691795166830389e-07 -9.2187366355034336e-06 4.2383890728956431e-05 -2.9592828385744953e-05 -3.2571258244082914e-05 -4.5251879560161965e-05 1.6506582608215582e-05 -5.2295935170931787e-06 -0.00087491642514141437 4.2956306671371179e-05 -4.1308732175338038e-06 4.7847700207697133e-05 -8.7859476096561196e-05 -1.1914244850856903e-05 0.0016561300637162192 -2.7287278639356317e-05 -1.1941533096759828e-06 -0.00010748799734408011 -5.6279695723446824e-05 9.3480642153558334e-05 2.837440516948675e-05 -5.2332211051648868e-05 6.5426633746952235e-05 3.756273120508524e-05 -3.2799151678020169e-05 -1.2772206795119701e-05 0.00011440902785778918 1.0862349703657515e-05
leaf_weight=54 111 34 62 238 71 175 52 36 183 46 34 143 211 111 44 135 33 64 144 26 77 26 113 170 106 109 159 45 78 89
leaf_count=54 111 34 62 238 71 175 52 36 183 46 34 143 211 111 44 135 33 64 144 26 77 26 113 170 106 109 159 45 78 89
internal_value=-0.000355705 -0.0011996 0.00129794 0.000245232 -0.000711785 -0.00211656 0.000149115 -0.000784314 0.00387755 0.00513043 -0.00811594 -0.00142857 -0.00241814 0.00336957 0.000707071 -0.000330237 0.00417391 -0.00475248 -8.82029e-05 0.000332481 0.000563003 -0.000604534 0.000322581 -0.000352113 0.00178378 0.00309735 -0.00412811 8.86918e-05 0.00223881 -0.000769231
internal_weight=2979 1973 1006 723 1703 641 1062 550 283 229 68 573 386 173 187 958 104 100 906 771 745 386 309 283 359 215 270 450 123 327
internal_count=2979 1973 1006 723 1703 641 1062 550 283 229 68 573 386 173 187 958 104 100 906 771 745 386 309 283 359 215 270 450 123 327
cat_boundaries=0 30 47 48 50 52 70 72 73 75 76 77 78 79 80 81
cat_threshold=0 2056 4 0 2147549184 1 262144 2147483648 0 0 0 4 0 1049600 268435456 0 0 0 4096 0 0 0 16777216 8 0 32768 0 0 524288 12288 2 0 0 0 0 66 0 537001984 33554432 0 0 384 0 0 0 0 4096 74048 0 4148 17006880 2 0 0 0 2097156 32 0 0 8192 0 32 8192 0 0 0 0 0 0 128 1073741824 10288 163872 131072 132 67108864 326 4 284 75842 76
is_linear=0
shrinkage=0.04


Tree=687
num_leaves=31
num_cat=9
split_feature=8 12 11 12 3 3 8 4 2 9 12 1 2 0 12 5 0 2 2 12 2 3 3 4 2 2 2 2 2 3
split_gain=1.2323 1.57589 1.29839 1.74396 0.957433 0.946358 0.875531 0.857973 0.837413 0.841506 1.72053 1.23916 1.20792 0.897028 0.786257 1.27312 0.703714 0.689063 0.644541 0.882284 0.802736 0.763505 0.910336 0.642839 1.71719 0.634247 0.86241 0.731212 0.622415 0.58476
threshold=0 1 2 3 2016.5000000000002 2001.5000000000002 4 10438345000.000002 416.00000000000006 5 6 2.5000000000000004 9.5000000000000018 38.57500000000001 7 1.5000000000000002 18.500000000000004 20.500000000000004 63.500000000000007 8 136.50000000000003 2010.5000000000002 2000.5000000000002 141.00000000000003 19.500000000000004 85.500000000000014 39.500000000000007 21.500000000000004 17.500000000000004 2017.5000000000002
decision_type=9 9 9 9 8 10 9 8 10 9 9 10 8 10 9 8 10 8 10 9 10 10 10 10 8 8 8 10 10 8
left_child=1 29 3 16 18 6 7 -3 9 10 11 -6 -12 17 -11 23 -2 -14 19 21 -20 22 -4 24 -16 26 27 28 -15 -1
right_child=2 5 4 -5 8 -7 -8 -9 -10 14 12 -13 13 25 15 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.7056971522796402e-05 -1.6623292627713226e-05 -8.731942349690769e-05 -4.534641217503577e-05 -9.5801079190316332e-05 -0.00017296554050830082 -0.00012807174684724033 2.2829854647667958e-05 -1.2640429002885867e-06 0.00044639834610034514 -2.8426053062133862e-05 6.0763682575171177e-05 -3.146445747368887e-05 -6.7677225910998116e-05 -1.2947958978131169e-05 1.9782122630971344e-05 7.8043696493281802e-05 0.00057879660095171202 5.121067887891684e-05 -0.00010027036452314065 -2.3929551365782232e-05 -2.3407410787612548e-06 -2.1594845856469648e-05 0.0015060155025312483 1.6238773434622543e-05 -0.00048698844076184856 -0.00025592339325918088 1.7442588852247809e-05 -0.00011123869062075187 0.00011451609587005862 6.6613549978455926e-06
leaf_weight=49 51 44 31 132 28 39 103 315 42 125 158 304 31 82 47 213 50 105 52 180 56 33 36 38 25 49 47 55 35 400
leaf_count=49 51 44 31 132 28 39 103 315 42 125 158 304 31 82 47 213 50 105 52 180 56 33 36 38 25 49 47 55 35 400
internal_value=-0.000223275 0.000957336 -0.00078373 -0.00352459 -0.000403814 -0.000585937 -8.63931e-05 -0.00102703 8.66426e-05 -8.93522e-05 -0.00079558 -0.00303207 0.000558464 -0.000592593 0.00130719 0.00233533 0.000535714 0.0020438 -0.00215938 -0.00113879 -0.00477064 0.0018018 0.00441176 -0.00108108 -0.00328767 -0.00193309 -0.001 -0.00231214 -0.000508475 0.00265217
internal_weight=2955 950 2005 233 1772 501 462 359 1384 1342 894 332 562 404 448 323 101 136 388 280 108 100 67 110 72 268 219 172 117 449
internal_count=2955 950 2005 233 1772 501 462 359 1384 1342 894 332 562 404 448 323 101 136 388 280 108 100 67 110 72 268 219 172 117 449
cat_boundaries=0 30 32 35 37 60 62 64 65 66
cat_threshold=0 1050636 0 134217728 2147549184 0 0 2147483648 0 32768 0 0 0 1050112 0 4096 0 0 0 0 0 0 16777216 0 0 32768 4 0 0 8192 16867362 2 67108896 2147483648 524288 73984 32 0 8 0 0 0 0 0 0 0 0 0 0 0 512 0 4096 0 0 0 0 0 0 16777216 1073741825 18436 83970 2 197920 106528
is_linear=0
shrinkage=0.04


Tree=688
num_leaves=31
num_cat=10
split_feature=7 7 4 11 12 9 12 4 4 2 2 2 12 1 2 4 3 4 11 2 2 2 2 2 2 2 7 2 2 12
split_gain=1.84998 1.20707 1.288 1.11336 2.10224 1.34172 1.11672 1.36468 1.41884 1.40817 1.58984 1.17027 1.11056 1.64878 1.05833 0.97627 0.906606 0.891791 0.888759 0.864753 1.06075 0.773613 0.66565 0.995474 0.638395 1.72615 1.19083 2.47274 0.630348 0.606068
threshold=0 1 4277935000.0000005 2 3 4 5 10087555000.000002 3550.0000000000005 58.500000000000007 49.500000000000007 6.5000000000000009 6 5.5000000000000009 18.500000000000004 10665290000.000002 2002.5000000000002 10347970000.000002 7 7.5000000000000009 34.500000000000007 20.500000000000004 3.5000000000000004 14.500000000000002 11.500000000000002 6.5000000000000009 8 37.500000000000007 23.500000000000004 9
decision_type=9 9 8 9 9 9 9 8 10 10 10 8 9 8 10 8 10 8 9 8 10 8 10 10 8 10 9 10 8 9
left_child=19 2 -2 4 17 15 18 8 -8 10 11 -9 14 22 -7 -6 -11 -3 -5 -1 -21 -19 -14 -24 25 -20 -26 28 -28 -17
right_child=1 3 -4 6 5 12 7 9 -10 16 -12 -13 13 -15 -16 29 -18 21 24 20 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.00013363932357790987 0.00020726174495550254 4.7019884289767332e-06 6.8566767273026134e-06 -6.4327103317047825e-05 -0.00052227232689062931 3.442680606312365e-05 7.662498842861965e-06 -2.0588916624042497e-05 4.3638133884442708e-05 -4.8475788297537292e-05 0.00019257918537917361 1.8234053586141385e-05 0.0015978681096437697 -0.00012914030152941792 -0.00010303096398544653 1.3737268010061143e-06 4.397530915095871e-05 -3.0873986744737183e-05 -6.3636058827398761e-05 -9.345064740962528e-05 -1.0562435308116847e-05 -0.00011798035294535936 5.2023989268690228e-06 0.00015256136474846473 -2.2549623201015834e-05 0.00014990933230361493 -3.471311521860088e-05 3.0054993750177061e-05 -1.7415723468872103e-06 -1.424689039303928e-05
leaf_weight=39 36 33 182 100 47 141 35 98 43 132 34 361 25 35 102 255 26 117 67 117 65 116 60 66 158 46 40 108 81 176
leaf_count=39 36 33 182 100 47 141 35 98 43 132 34 361 25 35 102 255 26 117 67 117 65 116 60 66 158 46 40 108 81 176
internal_value=-0.000278722 1.46466e-05 0.00279476 -0.000238758 -0.00113176 -0.000196078 0.000552239 0.00159459 0.00658228 0.00101227 0.00206478 0.00143478 0.00140909 0.00365482 -0.000393701 -0.00163599 -0.00226415 -0.00418773 -0.000720131 -0.0037069 -0.00502732 -0.00521368 0.00565789 0.00440945 0 0.00263158 -0.000773196 0.00108333 -0.00278689 -0.00106481
internal_weight=2941 2720 218 2502 1173 907 1329 729 78 651 493 459 429 186 243 478 158 266 600 221 182 233 151 126 500 113 387 229 121 431
internal_count=2941 2720 218 2502 1173 907 1329 729 78 651 493 459 429 186 243 478 158 266 600 221 182 233 151 126 500 113 387 229 121 431
cat_boundaries=0 16 34 37 38 40 42 43 45 54 55
cat_threshold=2 49 0 524288 0 134217730 33554432 268435456 0 0 8224 0 268435584 0 67108864 32 268435457 0 8192 512 2 2048 0 8192 33554432 16 0 256 0 268435456 0 0 0 128 67108868 1114144 528384 26720 0 10244 16952320 34 65538 32768 1536 0 128 67108864 0 0 0 0 131072 67584 68223234
is_linear=0
shrinkage=0.04


Tree=689
num_leaves=31
num_cat=16
split_feature=8 7 9 10 3 8 12 12 3 3 9 12 0 6 6 13 6 7 12 0 0 3 0 5 18 0 3 0 1 5
split_gain=2.4272 2.15404 1.47483 1.14791 1.11453 1.10376 0.916482 0.859818 1.07603 0.836202 1.13322 0.992351 1.24234 1.22538 0.817002 1.04422 1.17871 0.939266 0.78961 0.777022 0.678162 0.647258 0.798422 0.643211 0.58279 0.469254 0.481819 0.566201 0.423281 0.392915
threshold=0 1 2 3 2008.5000000000002 4 5 6 2008.5000000000002 2005.5000000000002 7 8 42.960000000000008 9 10 11 12 13 14 40.250000000000007 36.900000000000006 2017.5000000000002 42.250000000000007 2.5000000000000004 15 16.750000000000004 2010.5000000000002 33.175000000000004 5.5000000000000009 1.5000000000000002
decision_type=9 9 9 9 8 9 9 9 10 8 9 9 8 9 9 9 9 9 9 10 10 10 8 8 9 10 10 10 8 10
left_child=-1 2 -2 5 -4 6 -3 -6 -9 -7 -11 13 14 -12 23 25 17 -17 -19 24 -20 22 29 -13 -5 -16 27 -27 -25 -15
right_child=1 3 4 19 7 9 -8 8 -10 10 11 12 -14 21 15 16 -18 18 20 -21 -22 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-2.7241394285724142e-05 -3.0259320092227426e-05 -1.9206706317795862e-05 -6.6643686306377963e-06 -0.00075052670891686548 1.1053293930274323e-06 -4.5720821152244186e-05 3.6663675200649946e-05 4.6014361439539191e-05 4.0033904127128038e-05 -5.8910243694398899e-05 -9.1826413459017428e-05 -8.6546011735464388e-05 1.6754325065377884e-05 7.8724633771543045e-05 5.294889372464695e-05 1.4215188483319708e-05 9.9387785575828498e-05 -1.5546568967295117e-07 -1.7842140581691978e-05 -5.4117238229594021e-05 -0.00053176227983030343 -8.7967415205660875e-05 -2.5182937988006416e-05 -3.540683914231124e-05 -1.0161225515048501e-05 -1.9375515693376145e-05 -4.0084397349318126e-05 8.6785743866002463e-05 5.8814455156053218e-05 -8.0650439255194333e-05
leaf_weight=209 125 110 69 26 136 154 116 244 29 119 113 47 73 128 150 137 113 111 113 47 27 26 62 85 128 44 25 112 27 29
leaf_count=209 125 110 69 26 136 154 116 244 29 119 113 47 73 128 150 137 113 111 113 47 27 26 62 85 128 44 25 112 27 29
internal_value=-0.000231687 9.50292e-05 0.00218241 -0.000506329 0.00319018 -0.000196687 0.00236287 0.00404878 0.00528169 -0.000550996 -0.000272374 5.58269e-05 0.000669767 -0.00173442 0.000302419 0.000806643 -0.000351562 -0.00140351 -0.00282443 -0.00330189 -0.00476821 -7.8125e-05 0.000636364 -0.00223529 -0.00206452 0.00251462 0.00120879 0.00203822 -0.000707965 0.0021519
internal_weight=2934 2725 603 2122 478 1921 226 409 273 1695 1541 1422 1064 358 991 832 501 388 251 201 140 245 219 159 154 331 181 156 112 157
internal_count=2934 2725 603 2122 478 1921 226 409 273 1695 1541 1422 1064 358 991 832 501 388 251 201 140 245 219 159 154 331 181 156 112 157
cat_boundaries=0 29 47 49 50 66 68 69 71 72 73 74 75 76 83 85 86
cat_threshold=0 2 0 134217728 0 0 524288 0 0 0 0 0 64 0 0 0 0 0 4096 0 2147483648 0 4194304 0 0 1073741824 4 0 524416 268435456 268435472 1074798592 2099204 524322 64 0 268443648 2048 8224 8192 0 16 268435456 0 32 1073745920 128 0 24592 288 268435456 2060 4 0 0 0 0 2147483648 0 0 0 131072 8192 0 0 4096 1050946 32 84320 257 144 32770 28 384 12 76 131072 0 0 0 0 0 131072 16794720 32 4
is_linear=0
shrinkage=0.04


Tree=690
num_leaves=31
num_cat=11
split_feature=8 7 12 9 2 11 2 3 12 9 2 2 12 5 1 8 3 2 17 2 2 0 2 3 9 2 2 2 2 2
split_gain=2.42663 1.99637 1.72425 0.969722 0.961074 0.938971 1.75034 1.00315 0.954525 0.993507 1.33228 0.896945 0.871117 1.08867 1.09495 1.01923 0.990366 1.61155 0.684515 1.03683 0.664796 0.642707 0.789281 0.718562 1.05624 0.635456 1.02698 0.611282 0.639623 0.607451
threshold=0 1 2 3 20.500000000000004 4 1.0000000180025095e-35 1999.5000000000002 5 6 31.500000000000004 99.000000000000014 7 1.0000000180025095e-35 3.5000000000000004 8 2012.5000000000002 50.500000000000007 9 18.500000000000004 455.00000000000006 35.600000000000009 8.5000000000000018 1989.5000000000002 10 1.5000000000000002 10.500000000000002 28.500000000000004 18.500000000000004 6.5000000000000009
decision_type=9 9 9 9 8 9 10 8 9 9 10 10 9 10 10 9 10 8 9 10 8 10 8 10 9 10 10 10 8 8
left_child=12 11 3 4 -3 6 -4 -7 27 10 -10 -2 13 14 -1 25 17 -17 19 -11 -19 -5 -23 24 -24 -14 -27 28 -9 -20
right_child=1 2 5 21 -6 7 -8 8 9 18 -12 -13 15 -15 -16 16 -18 20 29 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00015970329932549988 9.1504574308487472e-06 0.00045322490070525133 0.00045336126452536266 -7.9728092169943925e-05 -1.8399150240071548e-05 -3.2983080715816015e-05 -9.003542203771531e-05 1.9277777010664464e-05 0.00073952206635425461 -1.1466762505243367e-05 -1.2619939091678134e-05 0.00020654930504733217 4.6157183944224299e-05 -0.00011623345604299118 4.5336719349364783e-06 7.8673123156711714e-05 -7.2886454455556303e-06 -1.5818120630441969e-05 -5.3330409284413353e-05 -0.00043805102784531867 7.1798325568295241e-06 3.9052227176838982e-06 -1.9717379828421143e-06 -0.0001393282256331574 -0.00014285679584638444 -3.0678699303017254e-05 6.9470545733452127e-06 0.00023195305545506528 -1.722065747244983e-05 7.0496376264372885e-06
leaf_weight=25 185 59 34 120 50 60 107 38 78 96 31 25 26 34 183 116 25 33 105 39 30 106 157 98 124 74 385 49 30 397
leaf_count=25 185 59 34 120 50 60 107 38 78 96 31 25 26 34 183 116 25 33 105 39 30 106 157 98 124 74 385 49 30 397
internal_value=8.90411e-05 -0.00070035 -0.0011403 -0.00264828 0.000833333 -0.000111628 -0.00302632 0.000364026 0.000717593 0.00015852 0.0035 0.00289593 0.00176221 -0.000316206 0.00076555 0.00248571 0.00483721 0.00611111 -0.000462963 -0.00287671 0.0009375 -0.00327922 -0.0026749 -0.00352632 -0.00248227 0.00141129 0.00108696 0.00390625 0.00173913 0.000233918
internal_weight=2919 1988 1778 714 109 1064 141 923 863 746 109 210 931 242 208 689 204 179 637 135 63 605 485 379 281 485 459 117 68 502
internal_count=2919 1988 1778 714 109 1064 141 923 863 746 109 210 931 242 208 689 204 179 637 135 63 605 485 379 281 485 459 117 68 502
cat_boundaries=0 30 48 49 51 54 55 57 59 86 87 89
cat_threshold=1073741840 2060 4 0 2147557376 0 0 0 1 32768 0 2052 0 1048576 268435456 0 0 0 4096 0 0 0 16777216 0 0 0 68 0 0 8192 3 0 1140850688 524288 0 0 0 8192 33554432 8192 0 0 0 268435456 0 0 4096 256 1281088 1 4224 32768 2147549184 524288 16640 0 36 83918848 34 0 4 0 0 2147483648 0 0 0 0 0 0 2052 0 0 0 0 0 0 0 0 0 0 16777216 0 0 0 64 44 0 2080
is_linear=0
shrinkage=0.04


Tree=691
num_leaves=31
num_cat=13
split_feature=8 12 0 3 9 4 11 4 5 12 4 4 12 9 3 9 3 4 11 3 15 0 3 3 3 3 1 6 8 12
split_gain=0.834016 0.965939 1.27608 1.26797 1.04115 1.11492 0.821454 1.69923 0.930586 0.887341 0.793453 0.971867 0.695339 0.795288 0.844216 0.74653 0.788168 0.694285 0.87891 0.936637 1.02523 0.709968 0.660535 0.961109 0.637532 0.632158 0.511161 0.874973 0.50262 0.500168
threshold=0 1 46.250000000000007 2010.5000000000002 2 11029.500000000002 3 83116615000.000015 3.5000000000000004 4 3890.0000000000005 29000.000000000004 5 6 2012.5000000000002 7 1993.5000000000002 2772799500.0000005 8 1995.5000000000002 9 24.500000000000004 2000.5000000000002 2015.5000000000002 2009.5000000000002 1997.5000000000002 2.5000000000000004 10 11 12
decision_type=9 9 10 10 9 8 9 8 10 9 8 8 9 9 10 9 10 10 9 10 9 10 8 8 8 10 10 9 9 9
left_child=1 2 3 25 -3 -6 7 -2 10 -9 -8 -12 13 24 17 16 -14 18 21 20 -20 -15 -17 -24 -13 28 -25 -28 -1 -29
right_child=6 4 -4 -5 5 -7 8 9 -10 -11 11 12 15 14 -16 22 -18 -19 19 -21 -22 -23 23 26 -26 -27 27 29 -30 -31
leaf_value=2.8072648703343363e-05 -4.9803533155845513e-05 5.7274062447092433e-05 2.8310553326775788e-05 7.5783742814650172e-06 2.9986417666165722e-05 -6.8699785242287708e-06 2.0017001172050187e-05 1.0832937237026387e-06 -6.9727896513498426e-05 3.6500807403747613e-05 -0.00038938339929252665 -0.00046834712969037187 -1.0391863292724678e-06 6.3139298284653481e-06 -1.9663274840269197e-05 0.00053974991778016346 0.00059953428092676122 5.8079183481396511e-06 -5.4932234595170826e-05 2.8783010969632983e-05 1.7023606596993091e-05 0.00022474834946230261 -0.00032982055283312664 3.211024146317243e-05 -2.0940038674410745e-06 -0.00020214692990816018 4.1492495957839989e-06 -1.8467898440022167e-06 -7.4826975013309041e-06 -4.0530168536179194e-05
leaf_weight=134 28 129 45 29 25 128 145 100 29 108 27 47 124 192 82 26 43 29 198 71 163 43 48 119 71 28 126 104 173 303
leaf_count=134 28 129 45 29 25 128 145 100 29 108 27 47 124 192 82 26 43 29 198 71 163 43 48 119 71 28 126 104 173 303
internal_value=0.00030843 0.00150997 0.000238095 -0.000547945 0.00327645 0.000853659 -7.15244e-05 0.00210526 -0.00033983 0.00344498 -0.000234455 -0.0004623 -0.000346369 0.000441014 0.000912548 -0.00112832 0.00123596 0.00137733 0.00110778 0 -0.000828729 0.00300813 -0.0016825 -0.00194009 -0.00248062 -0.00125 -0.00153139 -0.00205993 -0.000714286 -0.00291866
internal_weight=2917 691 409 364 282 153 2226 236 1990 208 1961 1816 1789 896 778 893 167 696 667 432 361 235 726 700 118 335 652 533 307 407
internal_count=2917 691 409 364 282 153 2226 236 1990 208 1961 1816 1789 896 778 893 167 696 667 432 361 235 726 700 118 335 652 533 307 407
cat_boundaries=0 23 25 27 29 31 33 35 37 39 40 41 64 65
cat_threshold=268435472 8 0 0 65536 0 262144 2147483648 0 32768 0 131076 8192 1049088 0 0 0 0 0 8192 256 524288 4194304 1262626 32 0 2048 49153 2147557888 16804096 32 16867586 2 0 176 1 16528 32 1024 2214592512 324 0 0 0 0 0 0 262144 0 0 0 0 131076 0 0 0 0 0 0 0 0 0 0 4194304 67272704
is_linear=0
shrinkage=0.04


Tree=692
num_leaves=31
num_cat=13
split_feature=8 7 12 17 9 2 2 5 12 8 5 7 9 16 4 5 3 4 9 3 2 3 3 4 2 16 2 2 11 2
split_gain=2.35245 1.60684 1.24173 1.25783 1.69662 1.41136 1.3811 1.07648 0.983391 1.54464 1.48993 1.11173 0.994221 1.06751 0.937805 0.747829 0.740536 0.868417 1.02126 0.799775 0.885918 0.718852 1.22889 0.775144 0.69463 0.74275 0.751171 0.685073 0.650315 0.503918
threshold=0 1 2 3 4 17.500000000000004 17.500000000000004 2.5000000000000004 5 6 1.5000000000000002 7 8 9 807475000.00000012 1.0000000180025095e-35 1994.5000000000002 642496500.00000012 10 2002.5000000000002 25.500000000000004 1999.5000000000002 2006.5000000000002 11.000000000000002 131.00000000000003 11 25.500000000000004 74.500000000000014 12 10.500000000000002
decision_type=9 9 9 9 9 8 10 8 9 9 8 9 9 1 8 10 10 10 9 10 10 8 8 10 8 1 10 10 9 10
left_child=8 24 16 6 5 -5 7 -4 11 12 -11 -1 13 -10 -12 -13 17 18 -3 -18 -21 -6 -23 -24 25 26 -2 28 -20 -15
right_child=1 2 3 4 21 -7 -8 -9 9 10 14 15 -14 29 -16 -17 19 -19 27 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.7709249892521366e-06 -1.9553687894600102e-05 2.1600476977816642e-05 8.68580722774226e-05 0.00022458131696502905 -0.00037544939510979702 -8.3119388675534372e-05 -0.00042048741927828813 -0.00012097017860199344 -9.0294799634946799e-05 -1.4731028913033129e-05 -6.011434197219501e-06 -3.111276064700519e-05 3.3442772328911019e-05 -3.4591930116789626e-05 0.00014080431010505379 1.9284044010703383e-06 -0.00067886397994257666 -0.0001508356989690185 -0.0001543737924068367 -0.00016646682727461837 5.5154140099489268e-06 0.00025154522064330109 8.7276808875813578e-06 3.1941361053640095e-05 1.9926598617203693e-06 -8.7173670171125646e-06 -4.0946304345119701e-05 4.6472516732620761e-06 -3.7331297179576953e-06 5.4292465038940918e-06
leaf_weight=214 91 104 45 58 41 74 39 70 58 25 25 199 115 47 164 60 27 25 180 67 32 40 514 91 50 41 64 72 161 158
leaf_count=214 91 104 45 58 41 74 39 70 58 25 25 199 115 47 164 60 27 25 180 67 32 40 514 91 50 41 64 72 161 158
internal_value=-0.000250678 -0.00109647 -0.000629921 0.000284842 0.000916767 -0.00307692 -0.00290909 -0.000862069 0.00124535 0.00232172 0.00497778 -0.000123967 0.000719794 -0.000656934 0.00642105 -0.00185185 -0.00194404 -0.00132597 -0.000965251 -0.00472441 -0.003 0.00172166 0.0020743 0.00161716 -0.00404669 -0.00527919 -0.00653846 -0.00183962 -0.00263158 0.000679612
internal_weight=2951 1886 1640 972 818 132 154 115 1065 592 214 473 378 263 189 259 668 542 517 126 99 686 645 605 246 196 155 413 341 205
internal_count=2951 1886 1640 972 818 132 154 115 1065 592 214 473 378 263 189 259 668 542 517 126 99 686 645 605 246 196 155 413 341 205
cat_boundaries=0 30 42 44 45 47 49 73 82 84 85 87 88 91
cat_threshold=16 1050638 0 0 2147557376 0 0 0 0 0 0 131076 8192 1050112 0 0 0 0 0 0 0 524288 16777216 8 0 0 64 0 524288 12288 2 0 603979776 2621444 0 134217728 0 0 33556480 134217728 32 256 1100864 32 8 1 36 173344 34 0 0 0 0 0 0 0 0 0 0 0 4 0 512 0 0 0 0 0 0 0 0 16777216 8 131072 0 0 0 2 0 131072 131072 65536 0 2048 2 0 16516 2 36 0 524288
is_linear=0
shrinkage=0.04


Tree=693
num_leaves=31
num_cat=8
split_feature=7 9 0 0 6 9 2 4 4 2 2 4 2 7 4 4 4 2 0 5 2 7 2 9 4 6 2 2 0 2
split_gain=1.95075 1.48581 1.10077 1.2437 1.01101 0.951458 3.82566 1.51125 0.914569 0.873884 1.36518 0.853722 0.718427 0.669659 1.18068 0.64573 0.681785 0.653856 0.552352 0.54867 0.4509 0.412132 0.88838 0.527123 1.19634 1.1153 1.208 1.30478 0.909999 1.66699
threshold=0 1 42.960000000000008 40.250000000000007 2 3 63.500000000000007 7470085000.000001 55.000000000000007 7.5000000000000009 14.500000000000002 5157000000.000001 14.500000000000002 4 25040530000.000004 775.00000000000011 4850.0000000000009 2.5000000000000004 33.175000000000004 1.5000000000000002 3.5000000000000004 5 101.50000000000001 6 481.00000000000006 7 99.000000000000014 70.500000000000014 36.900000000000006 22.500000000000004
decision_type=9 9 8 10 9 9 8 8 8 8 10 8 10 9 8 10 10 10 10 10 10 9 10 9 8 9 10 10 10 10
left_child=5 4 3 8 9 6 -1 -7 -3 -2 -11 -6 -5 14 -10 17 -17 18 -15 -4 -13 22 -19 28 -25 26 27 -26 29 -23
right_child=1 2 19 12 11 7 -8 -9 13 10 -12 20 -14 15 -16 16 -18 21 -20 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=3.0569014150430005e-05 -0.00040015790924854857 -9.9657520090445928e-05 5.6901875083781309e-06 -1.3106031552467812e-05 9.8727791332464685e-07 4.8632561911361453e-05 -0.00055324330020326332 1.9366724551908021e-05 -0.00043972571399336857 0.00091564133595021244 -0.00028721373514358108 -4.2467220860658015e-05 -0.00045631006448644486 -5.5330083747087146e-05 -3.6266582440447336e-06 0.00042692272394802446 9.4755060321460869e-06 4.1858936992866801e-06 -2.7324798918826334e-06 3.1401519432634471e-05 -0.00011013236693859341 -0.00046994647872033112 -9.5192866775697379e-05 2.3867402543906737e-05 8.6513541240051956e-06 -2.6924627048217076e-05 5.3425250158092298e-05 -6.7025832792708684e-05 -9.4298775647914113e-05 0.0012757742426322948
leaf_weight=65 31 31 194 27 33 57 35 316 26 39 44 37 38 70 103 31 63 262 96 27 106 25 40 38 446 363 50 34 162 34
leaf_count=65 31 31 194 27 33 57 35 316 26 39 44 37 38 70 103 31 63 262 96 27 106 25 40 38 446 363 50 34 162 34
internal_value=3.41997e-05 -0.000422592 -5.52741e-05 -0.000360825 -0.00305648 0.00235537 -0.00108108 0.00328125 -0.000170667 0 0.00214286 -0.00491979 -0.00575758 -5.42299e-05 -0.00271429 0.000162319 0.00336842 -2.46761e-05 -0.00239521 0.00261261 -0.00652778 0.000247423 0.00153355 -0.000103181 0.000318471 2.23714e-05 0.00118299 0.000582121 -0.00181034 0.00233333
internal_weight=2923 2450 2160 1939 290 473 100 373 1874 114 83 176 65 1843 129 1714 94 1620 166 221 143 1454 302 1152 931 893 530 480 221 59
internal_count=2923 2450 2160 1939 290 473 100 373 1874 114 83 176 65 1843 129 1714 94 1620 166 221 143 1454 302 1152 931 893 530 480 221 59
cat_boundaries=0 17 19 20 22 34 51 53 54
cat_threshold=1 144 1073750016 8708 2 134225920 0 8192 0 268435488 32 64 0 268435456 0 32 4096 257 8240 262 0 20512 0 0 68157440 0 0 0 0 0 33554432 0 32768 128 0 0 0 2099200 0 64 0 131072 0 8192 0 256 0 0 0 0 16 0 16388 78
is_linear=0
shrinkage=0.04


Tree=694
num_leaves=31
num_cat=14
split_feature=7 8 3 4 0 7 12 18 7 4 8 2 2 8 12 12 2 4 12 17 0 6 5 3 2 2 3 7 4 0
split_gain=3.35442 1.63183 1.65584 1.89641 1.40662 1.35383 1.27008 1.67308 1.35484 1.21249 0.977303 0.973937 1.55779 1.14685 1.13519 0.918293 1.70221 1.36276 0.847571 0.955642 2.65685 1.33497 1.14064 1.33699 1.07442 1.01802 0.925545 0.808315 0.725504 0.839016
threshold=0 1 2010.5000000000002 575.00000000000011 33.175000000000004 2 3 4 5 807475000.00000012 6 70.500000000000014 63.500000000000007 7 8 9 122.50000000000001 49000.000000000007 10 11 42.960000000000008 12 1.5000000000000002 2001.5000000000002 18.500000000000004 7.5000000000000009 2017.5000000000002 13 199.50000000000003 37.250000000000007
decision_type=9 9 10 10 10 9 9 9 9 8 9 8 10 9 9 9 8 8 9 9 8 9 10 10 10 10 8 9 10 10
left_child=6 2 3 4 -2 9 7 -1 10 -3 -8 12 13 14 -7 16 -13 -17 19 22 21 24 23 25 26 -15 -21 -20 29 -29
right_child=1 5 -4 -5 -6 11 8 -9 -10 -11 -12 15 -14 18 -16 17 -18 -19 27 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00065314788247320624 4.6129166303998664e-06 -0.00049124685485136155 -4.7449713804113005e-05 -4.0269579648750667e-05 0.00032538675382554061 -0.00013409191457498083 1.5199664003731073e-05 1.4360814521197086e-06 3.7939145123218053e-05 -2.1194629430780765e-05 -6.2060683650244641e-06 -7.10964208834497e-05 4.5737627380582069e-05 -0.00011576592925223395 -6.0067787110540394e-07 -0.00020926373395482756 -1.5640246828780846e-05 -3.9208365867082764e-06 6.1977598142846091e-05 -0.00034152343258391226 0.0012164201343789927 -5.4554583814656612e-05 4.2229023933018082e-05 2.1263258653299035e-05 0.00046824120499557866 -0.00039354468300683009 5.1934297979130405e-05 5.036390114675271e-05 2.0631156646224725e-05 -3.5109546619693789e-05
leaf_weight=37 56 30 25 30 93 105 127 252 274 206 122 33 46 42 109 33 74 260 108 32 32 204 37 26 56 78 63 85 50 260
leaf_count=37 56 30 25 30 93 105 127 252 274 206 122 33 46 42 109 33 74 260 108 32 32 204 37 26 56 78 63 85 50 260
internal_value=-8.7073e-05 -0.000906593 0.0024186 0.00388889 0.00573333 -0.00126263 0.00208991 -6.66667e-05 0.00325843 -0.00404858 0.001 -0.000860092 -0.000344828 -0.00060559 -0.0032 -0.00259352 -0.00559322 -0.00125 -5.53506e-05 -0.00110155 5.02513e-05 -0.000955056 -0.00340206 -0.00517007 0.00185185 -0.00694215 -0.000625 0.0011284 0.000246305 -0.000404624
internal_weight=2985 2173 204 179 149 1969 812 289 523 236 249 1733 1333 1287 214 400 107 293 1073 570 387 355 183 146 151 120 95 503 395 345
internal_count=2985 2173 204 179 149 1969 812 289 523 236 249 1733 1333 1287 214 400 107 293 1073 570 387 355 183 146 151 120 95 503 395 345
cat_boundaries=0 17 41 56 58 59 71 94 124 126 127 129 130 131 138
cat_threshold=268566531 268435472 1141121024 2105856 0 64 0 268574720 33554432 48 0 448 0 268435456 0 32 4224 0 8 4 0 65536 0 0 0 1 32768 0 0 0 0 0 4096 0 0 0 2048 0 0 4194304 8 16384 0 537919488 526340 32 134225922 0 0 0 0 32768 0 16 0 67108864 85066048 32 4 131072 0 67117056 2097152 0 0 0 131072 0 32 0 256 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 268435456 4 0 0 0 0 0 0 0 0 0 131072 2048 0 0 0 0 0 0 0 384 0 0 0 0 1073758208 0 0 0 4096 16826402 32 232448 1123330 34 24 70 0 1 0 0 2 0 131072
is_linear=0
shrinkage=0.04


Tree=695
num_leaves=31
num_cat=13
split_feature=8 7 8 7 3 13 12 12 2 2 3 12 9 2 2 12 5 2 5 3 2 2 2 2 2 9 2 8 2 15
split_gain=2.75305 2.55042 1.22815 1.26309 1.15871 1.13015 1.22229 1.07273 1.31091 0.877997 1.05983 0.866823 1.01438 0.879073 0.820834 0.723307 1.04758 1.17613 0.743278 0.708675 0.693644 1.47215 0.648214 0.624052 0.622074 0.588496 1.02377 0.895623 1.0985 0.562474
threshold=0 1 2 3 2012.5000000000002 4 5 6 9.5000000000000018 16.500000000000004 1962.0000000000002 7 8 1.5000000000000002 103.50000000000001 9 3.5000000000000004 59.500000000000007 1.5000000000000002 2012.5000000000002 75.500000000000014 28.500000000000004 398.00000000000006 2.5000000000000004 4.5000000000000009 10 13.500000000000002 11 7.5000000000000009 12
decision_type=9 9 9 9 8 9 9 9 8 10 10 9 9 8 8 9 8 8 8 8 8 10 8 8 10 9 10 9 10 9
left_child=7 5 4 -4 -3 -2 20 -1 -9 -10 -11 14 19 -14 25 16 -6 -18 -17 -13 21 -7 -16 -15 -21 27 -27 -5 -29 -25
right_child=1 2 3 11 15 6 -8 8 9 10 -12 12 13 23 22 18 17 -19 -20 24 -22 -23 -24 29 -26 26 -28 28 -30 -31
leaf_value=-2.6295311589699112e-05 -4.9792656525191606e-05 0.00019166769358861302 4.070371189580868e-05 -2.3662340566943384e-08 9.8703444176351238e-06 6.8197917225631953e-06 -3.4159554398556227e-05 2.9161736919220972e-05 -0.00019832034521563457 2.7923344779097193e-05 -9.8426512743223784e-05 -0.00089835944450243231 8.7125955720779308e-05 -5.4416020120342521e-05 0.00015934453787529889 -6.2708567027414124e-06 -0.00018253168472060822 0.0001219954835151782 3.9785901855609038e-05 -0.00022896661655355644 -1.0394617833604514e-05 0.00093321393762305863 -1.2482879860620245e-05 -5.5582578826118832e-06 9.3996207948521266e-06 -0.00011583531001491565 5.4251305916572787e-05 2.695404777313115e-06 -0.00022356121749076864 1.3594065162010339e-05
leaf_weight=122 196 43 104 136 38 39 148 49 51 77 48 31 39 41 27 45 46 27 159 42 42 28 42 110 144 75 60 47 113 767
leaf_count=122 196 43 104 136 38 39 148 49 51 77 48 31 39 41 27 45 46 27 159 42 42 28 42 110 144 75 60 47 113 767
internal_value=0.000217909 0.000669231 0.00124825 0.000804919 0.00336043 -0.00202586 -0.000223881 -0.00307263 -0.00127119 -0.00293785 -0.00111111 0.000522255 0.00111392 0.00167355 -0.000861057 0.00259494 -0.000163934 -0.00297297 0.00390698 -0.00131579 0.00283333 0.00558824 0.00314286 0.00143634 -0.000427807 -0.00152778 0.000684932 -0.00247557 -0.00444444 0.00166287
internal_weight=2936 2589 2136 1778 358 453 257 347 225 176 125 1674 1174 957 500 315 111 73 204 217 109 67 69 918 186 431 135 296 160 877
internal_count=2936 2589 2136 1778 358 453 257 347 225 176 125 1674 1174 957 500 315 111 73 204 217 109 67 69 918 186 431 135 296 160 877
cat_boundaries=0 30 47 76 94 95 96 97 99 101 102 104 127 128
cat_threshold=1073741824 10 4 134217728 65536 0 0 0 0 32768 0 33554432 8256 0 0 0 0 0 33554432 8192 2147483648 0 4194304 0 0 16384 0 0 0 12288 131072 128 1048576 788996 32 134217730 0 805306368 0 134217744 40992 128 16 0 0 32 16 0 2052 0 0 2147483648 0 262144 0 0 0 0 2048 0 1049088 0 0 0 0 4096 2048 0 524288 0 0 0 0 0 0 524416 0 0 67117056 2097152 524288 64 0 0 0 0 0 2097152 0 0 0 0 0 128 12 16916546 230496 83920896 34 256 12448 34 0 2052 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 16777216 2148532224
is_linear=0
shrinkage=0.04


Tree=696
num_leaves=31
num_cat=12
split_feature=7 7 8 12 12 2 4 0 8 2 9 8 12 2 3 2 2 0 2 2 6 2 12 2 2 11 3 2 4 2
split_gain=2.45289 1.63799 1.46086 2.6103 1.43665 1.33295 1.21832 1.20064 1.74192 1.10888 0.984353 1.13787 1.15695 1.13929 0.972111 0.922695 2.43972 0.988436 1.62211 0.875541 0.824344 1.18876 0.797429 0.738917 1.38251 0.721214 1.19371 0.687623 0.611208 1.26406
threshold=0 1 2 3 4 3.5000000000000004 45.000000000000007 18.500000000000004 5 30.500000000000004 6 7 8 169.50000000000003 2010.5000000000002 70.500000000000014 114.50000000000001 35.850000000000009 182.50000000000003 12.500000000000002 9 57.500000000000007 10 17.500000000000004 10.500000000000002 11 1971.5000000000002 47.500000000000007 8400.0000000000018 7.5000000000000009
decision_type=9 9 9 9 9 10 10 8 9 8 9 9 9 10 8 8 8 10 10 10 9 10 9 10 10 9 10 8 8 10
left_child=10 -2 3 9 15 -5 14 -6 -9 -3 19 12 -12 22 -7 20 -17 -18 -19 -1 21 -4 -13 24 -22 26 -10 -14 29 -27
right_child=1 2 4 5 7 6 -8 8 25 -11 11 13 27 -15 -16 16 17 18 -20 -21 23 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=1.2949574423259947e-06 -6.7172296061386304e-05 -5.7396886140281823e-06 9.7492809310040231e-08 0.0001504771314115061 -4.1225220664244946e-05 -0.0001769826861524848 6.2517044492302893e-05 4.5008789291642868e-05 3.3699523006518462e-05 -0.00038675495678070604 -8.7899992138318341e-07 -0.00018559912165986959 1.013653136396897e-05 0.0001348654614400502 -1.0557103080692798e-05 -5.8580039372166936e-05 5.8079011108347346e-05 -3.2188112336797305e-05 3.1006289164103863e-05 2.1329377144923e-05 -0.00010726760452627104 5.1044113747913399e-05 2.8623748464440269e-06 -9.6400483374097231e-05 0.00012044858429707262 -0.0003802645945631156 -4.3929010731744709e-05 0.00013423621177491185 -1.0771868706171972e-06 0.00046890675027125186
leaf_weight=71 105 57 222 61 196 29 30 112 64 63 106 108 89 26 108 60 39 47 34 75 77 26 177 71 28 27 37 36 695 58
leaf_count=71 105 57 222 61 196 29 30 112 64 63 106 108 89 26 108 60 39 47 34 75 77 26 177 71 28 27 37 36 695 58
internal_value=-6.81431e-05 -0.000708906 -0.00045539 -0.00278552 1.10865e-05 -0.000167364 -0.00202381 0.000816667 0.00138833 -0.00732824 0.00200286 0.00115732 0.00322314 -0.000434783 -0.00362319 -0.00156098 -0.0039779 -0.000661157 -0.00317073 0.00484076 -0.000564706 0.000926641 -0.00118881 -0.00256684 -0.000566038 0.00073991 0.00375 0.00573529 0.000303413 0.00348837
internal_weight=2934 2246 2141 348 1793 228 167 1189 993 120 688 542 231 311 137 604 180 120 81 146 424 248 285 176 105 881 101 125 780 85
internal_count=2934 2246 2141 348 1793 228 167 1189 993 120 688 542 231 311 137 604 180 120 81 146 424 248 285 176 105 881 101 125 780 85
cat_boundaries=0 17 30 57 59 60 89 91 121 123 124 125 127
cat_threshold=268435459 16 1107566592 524288 0 64 33554432 537010176 33554432 8208 8224 64 0 268435456 0 0 1073745920 131072 1 0 2097152 0 2 0 0 0 536870912 32768 0 268435456 268435472 10 0 0 65536 1 0 0 0 0 0 4 2112 0 0 4096 0 0 0 2048 2147483648 0 0 0 0 1073774592 4 1114432 32 84093952 0 0 0 0 2147483648 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 256 0 20971520 0 0 0 0 0 524288 0 20484 0 2048 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 16786720 32 138 1165376 16384 1536
is_linear=0
shrinkage=0.04


Tree=697
num_leaves=31
num_cat=9
split_feature=7 8 11 2 3 7 8 4 4 0 2 4 7 0 0 11 3 2 3 0 4 2 4 2 2 13 6 0 2 2
split_gain=2.7104 1.75076 1.81004 1.45614 1.36012 1.22429 1.51717 1.00481 0.987509 0.95511 0.979922 0.814472 0.943078 0.788218 0.73631 0.702143 0.758443 0.633501 0.700908 0.683199 0.52988 0.612618 0.529716 0.521478 0.521453 0.50496 1.03507 1.16985 0.91296 1.02094
threshold=0 1 2 2178.5000000000005 2004.5000000000002 3 4 1732015000.0000002 390.00000000000006 46.250000000000007 65.500000000000014 86.000000000000014 5 51.32500000000001 26.500000000000004 6 2019.5000000000002 12.500000000000002 2019.5000000000002 27.250000000000004 2350.0000000000005 19.500000000000004 1158870000.0000002 15.500000000000002 8.5000000000000018 7 8 33.175000000000004 10.500000000000002 34.500000000000007
decision_type=9 9 9 8 8 9 9 8 10 10 8 10 9 10 10 9 10 8 8 10 8 10 8 10 10 9 9 10 8 8
left_child=4 7 3 -3 -1 8 17 -2 14 10 24 12 23 15 -4 -8 20 -7 -19 -20 21 -17 -22 -6 -9 -24 28 -28 -27 -30
right_child=1 2 5 -5 11 6 13 9 -10 -11 -12 -13 -14 -15 -16 16 -18 18 19 -21 22 -23 25 -25 -26 26 27 -29 29 -31
leaf_value=-3.8586579797410535e-05 -4.1945347676168866e-05 -0.00011464242207829045 -0.00027678235701785071 2.6162014137298684e-05 -7.3105702364628655e-05 -0.0003290561384982027 2.1969960552929991e-05 -2.3874389413549579e-05 -0.00063100772510868094 0.00012506080855917645 -1.203791669382781e-05 4.561843064777804e-05 3.6090621385511671e-05 -9.1012645091375082e-05 -4.2490581726184476e-06 5.8009208270206616e-05 0.0010019134458390867 2.8652565793478857e-05 6.9468340732470325e-06 -9.2544464039150394e-05 -4.6452940374734911e-05 -5.0575648711159713e-06 -1.5980116175740023e-06 4.289692340137208e-05 0.00018503166368311953 5.0904838811263178e-05 1.3447118445455431e-05 0.00063192383621650809 -0.00093860658598323712 -6.8576565916345092e-06
leaf_weight=25 28 85 28 34 75 51 136 30 26 30 53 73 125 34 216 67 46 25 29 101 51 52 1078 33 95 27 109 50 25 75
leaf_count=25 28 85 28 34 75 51 136 30 26 30 53 73 125 34 216 67 46 25 29 101 51 52 1078 33 95 27 109 50 25 75
internal_value=-1.37315e-05 -0.000455247 -0.000789474 -0.00538462 0.00333333 -0.000518552 -0.000162684 0.00275304 -0.00298932 0.00382775 0.00268156 0.00416938 0.00299145 0.000227144 -0.00228571 0.000349447 0.000100566 -0.00331797 -0.00217949 -0.00335878 -5.21173e-05 0.0025 -0.000268362 0 0.00460317 -0.000117216 0.0013468 0.00341176 -0.00130435 -0.00316832
internal_weight=2912 2581 2345 119 331 2226 1956 236 270 208 178 306 233 1750 244 1716 1580 206 155 130 1534 119 1415 108 125 1364 286 159 127 100
internal_count=2912 2581 2345 119 331 2226 1956 236 270 208 178 306 233 1750 244 1716 1580 206 155 130 1534 119 1415 108 125 1364 286 159 127 100
cat_boundaries=0 17 46 49 62 92 109 111 112 113
cat_threshold=1 16 1107304448 2105344 0 134225920 0 536879104 0 16 0 192 0 268435456 0 0 4224 0 0 0 0 2147483648 0 0 0 0 0 0 0 2048 512 0 0 0 0 33554432 0 0 524288 0 8 0 268435456 4 0 524288 0 1114144 528384 131074 268435457 537919488 512 0 2 0 0 33556480 0 32768 256 16 1073741824 4 4 0 0 0 0 0 0 0 0 2048 0 0 0 4096 0 0 0 0 2147483648 0 4194304 0 0 1073758208 64 0 0 4096 1 16 0 0 0 0 0 8192 0 0 0 128 0 0 0 0 4096 16384 1536 6 22
is_linear=0
shrinkage=0.04


Tree=698
num_leaves=31
num_cat=8
split_feature=7 8 12 12 3 0 0 2 3 8 0 2 2 7 6 11 3 3 0 2 2 2 2 3 0 0 2 0 3 0
split_gain=2.20533 1.84472 1.38035 1.31626 1.16686 0.997715 1.24975 0.952756 0.932837 0.867643 1.32129 0.725124 0.706693 0.664332 1.0027 0.906837 0.8677 0.756103 1.02503 0.719803 0.654639 0.773681 0.637926 0.686324 0.667493 0.887642 0.605239 0.720979 0.566481 0.521856
threshold=0 1 2 3 1991.5000000000002 29.500000000000004 39.07500000000001 13.500000000000002 2013.5000000000002 4 39.07500000000001 20.500000000000004 20.500000000000004 5 6 7 2020.5000000000002 2019.5000000000002 18.500000000000004 70.500000000000014 17.500000000000004 28.500000000000004 76.500000000000014 2005.5000000000002 38.20000000000001 40.675000000000004 1.5000000000000002 35.850000000000009 2004.5000000000002 38.57500000000001
decision_type=9 9 9 9 10 10 10 10 10 9 10 10 10 9 9 9 8 8 10 10 10 10 10 8 10 10 10 10 10 10
left_child=4 3 26 7 5 12 -7 -2 9 11 -11 -5 -1 -4 22 17 19 -16 -19 -17 -8 -22 23 -15 -25 -26 27 -3 -6 -28
right_child=1 2 13 8 28 6 20 -9 -10 10 -12 -13 -14 14 15 16 -18 18 -20 -21 21 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=-2.5409150696305007e-05 -2.100909266012252e-05 3.7566033119418308e-06 5.3444953655201742e-06 2.7538753143616645e-05 -5.8289853695612239e-05 -0.00019462055993074045 -4.2229234125557014e-05 1.2462927138443547e-05 -6.9980912877767306e-05 1.9002866215274139e-05 0.00026023942553756287 -9.1649448987993773e-05 3.8272663693135202e-05 -0.00019297640530634651 -2.5269279719388749e-05 1.6301056186236452e-05 -3.4953007554783258e-05 9.8903797116634003e-08 7.7721007103690449e-05 -0.00036598594649639438 0.00076180619389621285 -5.3896126658514736e-06 0.00053494723213049161 -0.00018502670241204555 3.9244877855857395e-05 -8.8487893213802233e-05 1.0677585967897584e-05 0.0025559030192450652 -1.4949259672754067e-05 -1.2298123048921639e-05
leaf_weight=36 86 25 117 55 48 43 155 143 26 73 117 51 61 30 28 137 622 178 43 39 30 70 35 41 138 36 209 29 98 144
leaf_count=36 86 25 117 55 48 43 155 143 26 73 117 51 61 30 28 137 622 178 43 39 30 70 35 41 138 36 209 29 98 144
internal_value=-7.47283e-05 0.000447576 -0.000161117 0.00245552 -0.00235507 -0.00126263 -0.00240803 8.33333e-05 0.00408408 0.00484848 0.00636816 0.00136752 0.0022449 -0.000742268 -0.00100149 -0.001569 -0.00222497 0.000538462 0.00135135 0.000225989 -0.00132813 0.00118812 0.00109966 0.000406504 0.0012037 0.00228571 0.00186603 0.00581818 -0.00544218 0.00129944
internal_weight=2943 2402 1851 551 541 395 298 229 322 296 190 106 97 1444 1327 1047 798 249 221 176 255 100 280 245 215 174 407 54 146 353
internal_count=2943 2402 1851 551 541 395 298 229 322 296 190 106 97 1444 1327 1047 798 249 221 176 255 100 280 245 215 174 407 54 146 353
cat_boundaries=0 18 48 50 52 66 75 76 78
cat_threshold=131072 33 571473920 2564 2 134225986 0 809500672 2048 0 8192 0 268435472 0 0 32 128 256 0 2060 0 0 0 1 0 2147483648 0 0 0 2048 8192 1049088 0 4096 0 0 33558528 8192 128 0 0 0 0 49152 64 0 0 8192 1065216 32 1165312 32 0 2060 0 0 0 0 0 0 0 0 0 0 0 512 2 0 8192 0 0 0 0 0 65536 68 16416 2147483648
is_linear=0
shrinkage=0.04


Tree=699
num_leaves=31
num_cat=15
split_feature=7 7 12 4 9 15 3 11 1 11 6 4 11 12 4 12 13 0 0 3 13 1 6 0 3 4 0 0 6 0
split_gain=2.97979 1.98483 1.45024 1.4048 1.23801 0.967136 1.24266 0.836563 1.22286 0.785877 1.29807 0.836544 0.82689 1.4959 1.30047 1.18211 0.963487 0.823009 0.693918 0.719638 0.68664 0.756856 0.682753 1.0841 0.612711 0.602953 0.601409 0.676917 0.572223 0.595066
threshold=0 1 2 1158870000.0000002 3 4 2012.5000000000002 5 5.5000000000000009 6 7 4600.0000000000009 8 9 4.0000000000000009 10 11 35.850000000000009 35.850000000000009 2006.5000000000002 12 3.5000000000000004 13 18.500000000000004 1994.5000000000002 73462200.000000015 42.710000000000008 40.250000000000007 14 18.500000000000004
decision_type=9 9 9 8 9 9 10 9 8 9 9 8 9 9 10 9 9 10 10 10 9 10 9 10 10 8 10 10 9 10
left_child=3 25 20 -1 7 -6 9 -4 -9 -7 11 -11 15 14 -14 -12 -15 -18 -5 -20 21 -3 23 -22 26 -2 27 -13 29 -23
right_child=1 2 4 18 5 6 -8 8 -10 10 12 24 13 16 -16 -17 17 -19 19 -21 22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001213053555361654 -7.355261403510838e-05 -5.0029590668358996e-05 -0.00018936335970636266 8.9611687827328981e-06 -3.2906906925092019e-05 2.7447573486298892e-05 -3.9346118742642488e-05 5.759564589251198e-05 -0.00014157238601615775 2.2945392456428237e-05 -1.4060092602186103e-05 -4.0574055752955476e-05 5.1561265674493484e-06 7.3242996686673226e-06 -0.00030848766617836532 3.3343362201065928e-06 0.0024758742181953154 8.6003225241881864e-05 4.0204100955065769e-06 5.5076670700771051e-05 3.9852762663414868e-05 -1.1432757375544611e-05 0.00025675096795687582 -1.9461883635116808e-05 9.2081481471240076e-06 -1.7431143082475843e-05 3.5253379170896438e-06 -0.00019316594346562965 -1.005494392934736e-05 3.2060904164765704e-05
leaf_weight=43 33 51 115 55 144 139 109 62 56 32 100 131 210 124 28 192 43 94 213 27 67 34 195 126 33 198 26 27 153 81
leaf_count=43 33 51 115 55 144 139 109 62 56 32 100 131 210 124 28 192 43 94 213 27 67 34 195 126 33 198 26 27 153 81
internal_value=0.000197145 -0.000267789 8.39278e-05 0.00366762 -0.000560859 -0.00011088 0.000246343 -0.00319672 -0.000620155 0.000627119 0.000228354 -0.00223077 0.00102244 0.002 -0.000321285 -0.000660066 0.00404412 0.00635135 0.00277027 0.00182573 0.00158774 0.000181818 0.00270677 0.000882353 -0.00321101 -0.00371901 -0.00410811 -0.00503145 0.00104089 0.00301587
internal_weight=2941 2603 2372 338 1665 1432 1288 233 118 1179 1040 249 791 499 238 292 261 137 295 240 707 319 388 193 217 231 184 158 268 115
internal_count=2941 2603 2372 338 1665 1432 1288 233 118 1179 1040 249 791 499 238 292 261 137 295 240 707 319 388 193 217 231 184 158 268 115
cat_boundaries=0 17 35 36 38 39 40 43 44 46 48 49 50 51 52 53
cat_threshold=3 0 1073750016 640 0 134217728 0 8192 0 134217760 8192 2097344 0 268435456 0 0 4096 131072 268435457 537919488 2048 0 8192 0 4194304 33554432 0 32768 0 144 0 0 0 0 256 67125506 256 8212 145752064 16420 49152 512 524288 384 32 2147483648 1115168 32 17989696 10 12 280 264
is_linear=0
shrinkage=0.04


Tree=700
num_leaves=31
num_cat=9
split_feature=8 11 12 2 11 2 0 2 2 8 0 0 4 11 15 3 2 4 4 0 6 2 12 2 2 0 0 0 4 2
split_gain=1.3608 1.40747 0.910545 1.44951 1.86133 1.15779 1.03167 0.861053 0.835547 0.776 1.65734 0.876935 1.34476 0.585385 0.559093 0.701009 0.668053 0.757734 0.814327 0.68129 0.867457 1.22926 0.674812 0.782179 1.27413 0.886768 0.638146 0.622157 0.610243 0.532152
threshold=0 1 2 1750.0000000000002 3 6.5000000000000009 27.750000000000004 253.50000000000003 70.500000000000014 4 29.500000000000004 44.07500000000001 27174645000.000004 5 6 2011.5000000000002 21.500000000000004 2867949500.0000005 2960.0000000000005 44.07500000000001 7 144.50000000000003 8 101.50000000000001 36.500000000000007 39.07500000000001 18.500000000000004 29.500000000000004 62.500000000000007 37.500000000000007
decision_type=9 9 9 8 9 10 10 10 8 9 10 10 8 9 9 10 10 8 10 10 9 10 9 10 10 10 10 10 10 10
left_child=7 29 3 4 -3 -6 -7 8 -1 10 -4 12 -12 -11 -15 16 28 18 -18 20 22 -22 27 24 26 -26 -24 -19 -16 -2
right_child=1 2 9 -5 5 6 -8 -9 -10 13 11 -13 -14 14 15 -17 17 19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.8689319496445478e-05 -2.3350690274455134e-05 8.561021498110222e-07 0.00015639539073777797 -6.6057448067660118e-05 -6.4672449566813837e-05 -1.4275640579981542e-05 0.00010995506466752403 6.1669185541006762e-05 -0.00025560880564221125 -4.7890230443528027e-05 -0.00013161288898118074 2.8085934954589219e-05 6.0566677525031307e-06 7.1915853159509877e-06 6.6546557771829388e-06 -3.136162235570339e-05 -1.9968374855672266e-05 -2.3378496486259336e-06 3.614111188937841e-05 8.2121814791342735e-05 -0.00036690847247605518 0.00014567287635877335 -6.3548131498620826e-05 -0.00023158906821535652 -2.8233197117799591e-06 7.4069184542722153e-05 -2.7960671260984784e-06 0.00014656673368193651 -5.5772601304298068e-05 -0.00032336051663243379
leaf_weight=161 56 458 36 70 27 25 144 25 60 118 36 49 129 234 527 117 42 77 27 30 109 31 32 31 84 31 33 30 87 44
leaf_count=161 56 458 36 70 27 25 144 25 60 118 36 49 129 234 527 117 42 77 27 30 109 31 32 31 84 31 33 30 87 44
internal_value=-0.000175616 8.80734e-05 0.000274286 0.00146939 0.00207634 0.00521739 0.00670588 -0.0029572 -0.00387387 -0.000189374 0.00183908 0.00055814 -0.000843373 -0.000508783 -0.000287019 -0.000615858 -0.000324232 -0.00132616 0.00257143 -0.00188139 -0.0022658 -0.00476821 -0.000972644 -0.00225225 -0.00132597 0.0012069 -0.00575758 0.00152542 0.000585366 -0.00432432
internal_weight=2960 2714 2614 724 654 196 169 246 221 1890 250 214 165 1640 1522 1288 1171 557 69 488 458 140 318 211 180 115 65 107 614 100
internal_count=2960 2714 2614 724 654 196 169 246 221 1890 250 214 165 1640 1522 1288 1171 557 69 488 458 140 318 211 180 115 65 107 614 100
cat_boundaries=0 30 33 35 36 66 69 70 71 72
cat_threshold=16 2050 0 0 0 1 0 0 0 0 0 131072 0 0 0 0 0 0 33554432 8192 0 0 4194304 0 0 1073741824 0 0 524288 4096 67108867 1122304 6144 66656 2 16420 0 4 0 0 65536 0 0 0 0 0 0 0 8192 512 0 0 0 0 0 0 256 0 0 8 0 16384 4 0 0 8192 32768 0 524288 2155872256 344 1059072
is_linear=0
shrinkage=0.04


Tree=701
num_leaves=31
num_cat=11
split_feature=7 4 7 8 12 7 3 4 11 0 12 0 12 2 0 2 3 0 12 2 1 0 2 2 15 12 2 2 5 2
split_gain=2.76937 1.86903 1.40423 1.28959 1.66228 1.30915 1.72545 1.42331 1.06477 1.22787 1.25973 0.998785 0.873747 0.873724 0.834984 0.746589 0.723806 0.64993 1.01322 0.996492 0.64352 0.63782 0.704876 1.33369 0.602897 0.91169 0.557209 0.518176 0.49597 0.492731
threshold=0 581475000.00000012 1 2 3 4 2015.5000000000002 561120000.00000012 5 32.500000000000007 6 39.07500000000001 7 2930.0000000000005 46.250000000000007 17.500000000000004 2001.5000000000002 31.500000000000004 8 3.5000000000000004 5.5000000000000009 38.20000000000001 16.500000000000004 39.500000000000007 9 10 16.500000000000004 44.500000000000007 1.5000000000000002 12.500000000000002
decision_type=9 8 9 9 9 9 10 10 9 8 9 10 9 8 10 10 8 8 9 10 8 10 8 10 9 9 10 10 10 8
left_child=1 -1 12 24 13 16 7 8 11 -10 -11 -7 29 20 28 -14 -6 26 -19 -20 -5 -12 -23 -24 27 -26 -3 -4 -13 -2
right_child=2 17 3 4 5 6 -8 -9 9 10 21 14 15 -15 -16 -17 -18 18 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00036239210702753154 6.1691256361626754e-05 0.0014928289380137017 5.8716633793522986e-05 1.9948373429237165e-05 9.3797769867620676e-06 -0.00026150408039068653 -0.00010215210086819582 -4.1845890347218529e-05 0.00018517010600792362 0.00028845470663057426 -0.00017847886534255508 5.4745482244555888e-06 3.0748984539030744e-05 -0.00011915115972545465 -6.2783364184326723e-05 0.00015042563045149395 -4.2789215908030088e-05 -0.00014925720873762316 -0.00093222534573165203 2.2619203155329613e-05 0.00058312826605167345 3.3791941778247295e-05 -9.2711654853445681e-05 3.3676457049267581e-05 8.5849982227159678e-07 1.8217892507337298e-05 -3.6791956870274592e-05 -0.00013681599397386891 -0.00010275645187441285 -2.4785632080792652e-06
leaf_weight=51 28 26 59 174 27 30 97 55 68 107 55 344 65 34 35 52 205 107 32 83 43 31 67 33 391 413 27 47 29 102
leaf_count=51 28 26 59 174 27 30 97 55 68 107 55 344 65 34 35 52 205 107 32 83 43 31 67 33 391 413 27 47 29 102
internal_value=8.91021e-05 -0.00332344 0.000530361 0.000220807 -0.000525952 -0.00115578 -0.00047817 9.35673e-05 0.000525 0.00209677 0.00102041 -0.000801782 0.00333333 0.00236641 -0.000293399 0.00578125 -0.00378601 -0.00210145 -0.00304933 -0.00015873 0.0033945 -0.00101523 0.000454545 -0.00118812 0.00138979 0.00176687 0.00185185 -0.00136752 0.00026738 0.000851064
internal_weight=2917 326 2591 2344 1434 1183 951 854 799 361 293 438 247 251 408 117 232 275 222 115 217 186 131 100 910 804 53 106 373 130
internal_count=2917 326 2591 2344 1434 1183 951 854 799 361 293 438 247 251 408 117 232 275 222 115 217 186 131 100 910 804 53 106 373 130
cat_boundaries=0 18 35 64 65 75 76 78 80 82 83 84
cat_threshold=147456 0 1048576 2623488 2 8194 0 0 0 0 32800 192 16 0 0 32 16 256 0 16 270336 8196 32 0 0 8192 0 8208 0 0 0 268435456 0 0 1073741824 1073741824 2056 4 0 0 1 262144 0 1 0 0 2048 8192 512 0 0 0 0 4096 0 256 0 20971520 0 0 0 0 0 524288 17842240 0 0 67108864 0 0 0 131072 537001984 33622016 32 16388 258 32 73762 32 65538 32 11534336 18033728
is_linear=0
shrinkage=0.04


Tree=702
num_leaves=31
num_cat=7
split_feature=11 12 1 9 2 0 2 2 0 2 2 2 13 0 2 2 1 2 2 0 2 0 2 12 11 3 2 0 13 2
split_gain=1.1665 0.725748 1.87563 1.05258 1.05214 1.02898 1.19497 1.07494 1.17045 1.02629 1.95501 1.03041 0.904671 1.19928 1.1584 0.896926 0.831885 0.766627 1.25668 0.703597 0.78952 0.687987 0.669144 0.608852 1.25091 1.09971 1.08823 0.786897 0.597827 0.59073
threshold=0 1 2.5000000000000004 2 88.500000000000014 30.500000000000004 2.5000000000000004 7.5000000000000009 40.250000000000007 101.50000000000001 147.50000000000003 224.50000000000003 3 43.675000000000004 9.5000000000000018 24.500000000000004 5.5000000000000009 2.5000000000000004 7.5000000000000009 20.500000000000004 19.500000000000004 35.600000000000009 40.500000000000007 4 5 2012.5000000000002 22.500000000000004 10.500000000000002 6 16.500000000000004
decision_type=9 9 10 9 10 8 10 10 10 8 10 10 9 10 10 10 8 8 8 10 10 10 10 9 9 8 10 10 9 8
left_child=-1 2 -2 5 17 -3 -7 -8 16 -6 -11 -12 13 14 -4 -10 -9 -5 -19 -14 -21 -13 -22 24 26 -25 -20 -27 -29 -30
right_child=1 3 12 4 9 6 7 8 15 10 11 21 19 -15 -16 -17 -18 18 23 20 22 -23 -24 25 -26 27 -28 28 29 -31
leaf_value=-6.4042150196286229e-05 -8.3906171023357957e-05 -3.5320278595492027e-05 -0.00012812750004940199 3.0185107787303879e-05 -9.7695666134498546e-05 -0.00022804015018323297 0.00015309921179046171 -2.7066137199405206e-05 -3.7712646591216984e-05 0.00013311607047405971 -0.00016499376987873406 -0.0001555519300041297 -1.4615290631070365e-07 3.4978963164817857e-05 5.089861957401354e-06 -3.9398802534407193e-06 6.815272184976351e-05 -4.8253776047886279e-05 -2.4218217359006645e-05 0.00027252134954188991 -6.4221416571541572e-06 0.00010730186584460455 2.72211317930271e-05 0.00015799503965503449 7.4630129806152471e-06 -0.00013984851830748824 -0.00037357966516129439 3.3798324453044873e-05 3.0206146589222272e-05 -3.8144065122480698e-07
leaf_weight=103 120 83 126 80 51 47 64 202 37 33 31 26 61 31 351 41 54 161 69 103 51 49 86 47 438 27 38 107 42 147
leaf_count=103 120 83 126 80 51 47 64 202 37 33 31 26 61 31 351 41 54 161 69 103 51 49 86 47 438 27 38 107 42 147
internal_value=-6.87994e-05 9.23952e-05 0.001 -0.000360743 0.000235814 -0.00185529 -0.00112108 -0.000401003 -0.00131343 -0.00251309 -0.000714286 -0.00336449 0.0017037 0.00061657 0.000125523 -0.00556962 0 0.000691443 0.000408542 0.00339744 0.00448133 -0.000789474 0.00246377 0.000982533 0.000107914 0.00220472 -0.00355932 0.00141975 0.0020202 0.0005
internal_weight=2906 2803 929 1874 1346 528 445 398 334 190 139 106 809 508 477 78 256 1156 1076 301 240 75 137 915 545 370 107 323 296 189
internal_count=2906 2803 929 1874 1346 528 445 398 334 190 139 106 809 508 477 78 256 1156 1076 301 240 75 137 915 545 370 107 323 296 189
cat_boundaries=0 3 5 7 8 9 12 13
cat_threshold=67108866 1581088 2049 68175936 34 1 20484 10 16941090 49152 1024 524288 12
is_linear=0
shrinkage=0.04


Tree=703
num_leaves=31
num_cat=9
split_feature=7 8 12 3 1 0 2 2 12 0 0 1 6 9 3 11 2 2 2 0 2 12 3 2 11 1 0 0 0 2
split_gain=2.27185 2.05922 1.44377 0.942109 0.883116 0.950321 0.866305 0.810482 0.803737 2.04673 1.29038 1.25927 1.03939 0.933222 1.25433 1.1138 1.17944 0.84318 1.05658 0.744384 0.721157 0.951958 0.983155 0.688892 0.667615 0.958429 0.744279 0.593229 0.669614 1.0476
threshold=0 1 2 1984.5000000000002 5.5000000000000009 24.500000000000004 492.00000000000006 52.500000000000007 3 40.250000000000007 42.960000000000008 4.5000000000000009 4 5 2009.5000000000002 6 14.500000000000002 64.500000000000014 30.500000000000004 15.500000000000002 147.50000000000003 7 2002.5000000000002 41.500000000000007 8 5.5000000000000009 15.500000000000002 28.500000000000004 38.57500000000001 24.500000000000004
decision_type=9 9 9 10 8 10 10 10 9 10 10 8 9 9 10 9 8 10 8 10 10 9 10 10 9 10 10 10 10 8
left_child=6 2 4 7 5 -2 19 -4 9 11 13 -3 -13 15 20 -10 -17 18 -18 -1 21 22 24 -23 26 -26 -15 -21 29 -29
right_child=1 8 3 -5 -6 -7 -8 -9 10 -11 -12 12 -14 14 -16 16 17 -19 -20 27 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00014442386285949739 0.00010946117965321634 0.00011676001328698505 -4.2804366161561804e-05 -0.00016436525103316057 -3.0726918482528732e-05 -5.2024389056271044e-07 -0.00016593784359365316 3.2472146799022994e-07 -6.0470026796863863e-05 -4.9041470532138474e-05 2.7549470644245845e-05 -5.6332577029394315e-06 7.915197518535422e-06 5.2215719365023007e-06 4.0743151618052307e-05 -9.2554426855500079e-05 5.4666971643868577e-06 -2.2613852860331464e-06 0.0011208932714276898 -6.2277475701932869e-05 -6.6932603828853132e-05 -3.2608164887868438e-05 -0.00012492321177845156 2.5586583573300457e-06 3.2397540347872676e-05 0.0027008144551390954 -0.00036808165046494425 0.00067951305565824068 7.3787099623956462e-06 3.6125486317644118e-05
leaf_weight=29 26 38 150 53 30 51 35 58 259 60 174 263 164 62 122 35 30 40 27 31 50 278 28 120 248 26 38 30 365 47
leaf_count=29 26 38 150 53 30 51 35 58 259 60 174 263 164 62 122 35 30 40 27 31 50 278 28 120 248 26 38 30 365 47
internal_value=-0.000249326 -0.000770176 -0.00348285 -0.00507353 0.000508475 0.00282051 0.00208029 -0.00401914 -0.00027014 -0.00160448 0.000193798 -0.000729614 -0.00135514 -0.000219941 0.000447609 -0.0018408 0.00111888 0.00346939 0.00655172 0.00254473 -9.40071e-05 0.00019975 0.00154964 -0.00117359 0.00213333 0.00308772 -0.000720721 0.0021519 0.00252822 0.00589744
internal_weight=2967 2430 368 261 107 77 537 208 2062 525 1537 465 427 1363 972 391 132 97 57 502 850 800 402 398 374 274 100 473 442 77
internal_count=2967 2430 368 261 107 77 537 208 2062 525 1537 465 427 1363 972 391 132 97 57 502 850 800 402 398 374 274 100 473 442 77
cat_boundaries=0 18 45 46 48 49 51 54 55 58
cat_threshold=268435459 16 1108615168 2621444 2 8256 0 8192 33554432 0 0 192 0 268435456 0 0 1073741968 384 268435472 2048 0 0 0 1 0 0 0 0 0 0 2112 0 0 4096 0 0 33554432 8192 2147483776 0 4194304 8 0 1073758208 64 17842528 16843040 2 344 0 28676 36 0 524288 1214466 32 0 524288
is_linear=0
shrinkage=0.04


Tree=704
num_leaves=31
num_cat=11
split_feature=8 12 12 4 13 7 4 6 16 2 6 9 1 2 2 4 2 2 4 4 2 2 2 2 2 2 2 6 9 2
split_gain=2.39009 2.23131 1.49455 1.37814 1.228 1.19713 1.13009 1.10742 1.42214 1.07034 1.06348 1.61681 1.31073 1.43808 0.982423 0.945184 0.900762 0.83957 0.79502 0.938673 0.748297 0.75995 0.696979 2.65279 1.16928 0.816901 0.691223 0.665117 1.23257 1.38344
threshold=0 1 2 5595120000.000001 3 4 31889.500000000004 5 6 42.500000000000007 7 8 5.5000000000000009 39.500000000000007 85.500000000000014 11.000000000000002 50.500000000000007 78.500000000000014 9330535000.0000019 55065260000.000008 10.500000000000002 15.500000000000002 171.00000000000003 75.500000000000014 45.500000000000007 10.500000000000002 17.500000000000004 9 10 4.5000000000000009
decision_type=9 9 9 10 9 9 10 9 1 8 9 9 8 8 8 10 8 10 8 8 10 10 8 10 10 10 10 9 9 8
left_child=2 10 6 5 14 -3 9 8 -6 20 22 16 13 -13 15 -4 -12 -15 -9 -20 -1 -22 23 24 25 -2 -27 -7 -29 -30
right_child=1 3 4 -5 7 27 -8 18 -10 -11 11 12 -14 17 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=9.862081544582679e-06 3.8590450147069081e-06 -2.0705176431512486e-05 -3.4137167325809515e-07 -0.00023134596683405562 0.00010180654061549888 1.6675766743077248e-05 0.0016112314957983642 -1.7952398426466231e-05 2.5995718601734555e-06 -1.6353438208227544e-06 1.8332330901671413e-06 -0.00024175219879477795 -0.00019939172697895914 3.3284656239729314e-05 -0.00027892658033049853 -8.5174959156510965e-05 -0.00016411972096776141 -3.855998792246851e-05 0.00019612967674945025 -2.6098206952696044e-06 0.0013502044523232826 4.8236844499065516e-05 0.00022516713052407768 -7.662909903203286e-05 0.00013864690834509475 -7.7011049677508931e-05 -2.6324802942880866e-05 8.9041979799020509e-06 -0.00034688653948254709 -2.0001587447850967e-05
leaf_weight=91 97 264 255 31 49 424 25 50 115 112 93 120 45 25 26 32 25 42 29 62 27 118 48 39 33 60 93 126 46 321
leaf_count=91 97 264 255 31 49 424 25 50 115 112 93 120 45 25 26 32 25 42 29 62 27 118 48 39 33 60 93 126 46 321
internal_value=-0.000170999 -0.000988163 0.00141717 6.54129e-05 0.000190779 0.000287648 0.00338542 0.00196203 0.00411429 0.00286533 -0.00273598 -0.00432133 -0.00625514 -0.005 -0.00154321 -0.000902778 -0.000310078 -0.000294118 -0.000657895 0.00152174 0.00438819 0.00616438 -0.00115486 -0.00185759 -0.000492958 -0.00143426 -0.00324675 0.000969828 -3.96825e-05 -0.00121693
internal_weight=2923 1932 991 1212 618 1181 373 305 164 348 720 350 232 187 313 287 118 67 141 91 236 145 370 322 283 250 153 917 493 367
internal_count=2923 1932 991 1212 618 1181 373 305 164 348 720 350 232 187 313 287 118 67 141 91 236 145 370 322 283 250 153 917 493 367
cat_boundaries=0 30 32 33 34 51 52 53 54 56 57 59
cat_threshold=1073741824 2048 4 134217728 2147491840 0 0 0 0 32768 0 2052 10240 512 268435456 0 0 0 4096 10240 0 0 16777216 0 0 32768 64 0 0 4096 239872 2 1281024 2 0 128 1073741824 2052 0 0 131072 536879104 65536 0 0 0 16 0 0 0 4112 268 2 138 0 20624 340 0 12308
is_linear=0
shrinkage=0.04


Tree=705
num_leaves=31
num_cat=10
split_feature=7 12 6 4 7 2 2 17 0 12 2 4 3 4 3 0 0 2 0 6 5 9 2 5 9 0 12 4 5 2
split_gain=2.42496 1.94338 1.86824 1.85946 1.55039 1.23301 1.12814 0.971772 1.39962 0.971589 0.910898 0.843843 0.790927 1.0691 0.685695 0.661818 0.969577 0.651068 0.636378 0.608199 1.4129 0.657496 1.13963 1.13859 0.653373 0.606437 0.636243 0.925916 0.826634 1.17781
threshold=0 1 2 22.000000000000004 3 12.500000000000002 26.500000000000004 4 51.32500000000001 5 14.500000000000002 3841755000.0000005 2018.5000000000002 2050.0000000000005 2007.5000000000002 43.675000000000004 40.675000000000004 2.5000000000000004 46.250000000000007 6 4.5000000000000009 7 16.500000000000004 4.5000000000000009 8 31.500000000000004 9 14469800500.000002 1.5000000000000002 80.500000000000014
decision_type=9 9 9 10 9 10 10 9 10 9 8 10 10 8 8 8 10 10 10 9 8 9 10 8 9 8 9 8 8 10
left_child=1 3 6 -1 5 -2 -3 25 9 12 -4 15 13 -9 -7 16 19 -15 -17 20 -11 22 -21 -23 -22 -6 27 -27 -28 -30
right_child=4 2 10 -5 7 14 -8 8 -10 11 -12 -13 -14 17 -16 18 -18 -19 -20 21 24 23 -24 -25 -26 26 28 -29 29 -31
leaf_value=1.827275956831187e-05 1.7371970875217359e-05 0.00019141972227679105 -0.00090746869491141523 5.3767025214099819e-05 8.9279902477095168e-05 -2.3071217698955595e-06 -8.4381449302384236e-06 -0.00019298854284976129 -0.00010869508078727108 -0.00025617358609785867 -7.2279092454863302e-06 -2.7857117617600126e-05 -3.5756056954525664e-05 -5.4009007377331389e-05 -7.6232269181417673e-05 3.8663358153456788e-05 -0.00064655853578234003 -3.2771680629650746e-07 -6.4806307782561139e-06 -5.1119353104098766e-05 -4.2048820535356411e-05 2.0122458129137045e-05 8.4387283317823863e-05 0.0013782108860260322 2.4922732688636986e-06 1.8367369887570817e-05 -2.8492793344625512e-05 -4.234960308224345e-05 0.00016219917888903978 -2.5270025457047039e-07
leaf_weight=94 58 84 27 32 32 30 53 26 42 29 84 27 35 67 127 59 28 500 44 163 103 66 146 46 678 48 33 97 59 38
leaf_count=94 58 84 27 32 32 30 53 26 42 29 84 27 35 67 127 59 28 500 44 163 103 66 146 46 678 48 33 97 59 38
internal_value=0.000155616 0.00311688 0.000926641 0.0070073 -0.000285494 -0.00345133 0.00391892 1.68279e-05 -0.000299517 -0.000148662 -0.00278689 0.000442857 -0.00143975 -0.00111111 -0.00544304 0.000586941 0.000333333 -0.000739437 0.00365385 0.000503247 -0.000146163 0.00171296 0.0006875 0.00422764 0.000179028 0.00207547 0.00152174 -0.000384615 0.00340426 0.0055102
internal_weight=2955 374 248 126 2581 215 137 2366 2059 2017 111 1389 628 593 157 1362 1259 567 103 1231 810 421 309 112 781 307 275 145 130 97
internal_count=2955 374 248 126 2581 215 137 2366 2059 2017 111 1389 628 593 157 1362 1259 567 103 1231 810 421 309 112 781 307 275 145 130 97
cat_boundaries=0 18 19 20 37 38 40 41 43 45 47
cat_threshold=268566529 16 1610620928 8704 0 8192 0 8192 0 134217728 32768 384 0 0 0 32 1073746048 256 75872 464 0 268435585 0 2097152 524288 134217730 0 0 0 16 0 0 144 0 0 0 16 19 76832 2 156 0 18468 0 8368 65538 32
is_linear=0
shrinkage=0.04


Tree=706
num_leaves=31
num_cat=10
split_feature=8 2 13 12 12 1 2 1 2 2 12 0 2 5 2 11 12 2 2 17 1 5 12 2 8 2 0 2 2 1
split_gain=1.63712 1.13006 1.11467 1.59634 1.41284 1.1546 1.3435 1.08236 0.999413 0.925232 1.0203 1.11609 1.17012 0.998642 0.760868 0.979905 0.99557 0.716471 0.712023 0.671645 2.18024 0.808193 0.647441 0.848957 0.698936 0.659797 0.978331 0.622705 0.615269 0.603806
threshold=0 1.5000000000000002 1 2 3 4.5000000000000009 5.5000000000000009 3.5000000000000004 40.500000000000007 4.5000000000000009 4 35.850000000000009 18.500000000000004 5.5000000000000009 32.500000000000007 5 6 16.500000000000004 10.500000000000002 7 5.5000000000000009 1.0000000180025095e-35 8 26.500000000000004 9 27.500000000000004 42.710000000000008 416.00000000000006 1.0000000180025095e-35 4.5000000000000009
decision_type=9 10 9 9 9 10 10 8 8 8 9 10 8 8 10 9 9 8 10 9 8 10 9 10 9 10 10 8 10 10
left_child=1 29 4 19 7 6 -5 -2 14 -7 11 -11 18 -12 15 16 -6 -15 -13 20 21 -4 23 -3 -24 -26 -27 -19 -21 -1
right_child=2 22 3 5 8 9 -8 -9 -10 10 13 12 -14 17 -16 -17 -18 27 -20 28 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=-6.069342374075859e-05 4.4779201885276623e-05 -5.6353424595876335e-05 -0.00042034660816707257 0.00019807093242931728 1.4088781784664662e-05 -0.0011537875780130592 -0.00025813696038703429 -4.0882789832821229e-05 9.9533791043882044e-06 -4.1021176430788842e-05 -4.8784147191405229e-05 1.3867445466573259e-05 0.00019426990635864174 6.8168614659853684e-05 -0.00012485907568802191 1.3413445073666709e-05 -6.5435672775961961e-05 1.1884681211071779e-05 -5.1654137542840321e-05 2.6985330130457896e-08 1.5479579981807489e-05 1.3750598911670409e-05 6.0570237211976523e-06 -1.4562625034386656e-06 -1.2536067347923564e-06 -0.00024977023586217231 5.4962578195016932e-06 0.000562729117409333 5.8522365741566773e-05 -0.0003571967859796388
leaf_weight=41 43 46 40 47 125 36 65 323 346 43 26 32 47 42 52 243 253 147 29 54 44 33 171 67 116 52 31 30 287 35
leaf_count=41 43 46 40 47 125 36 65 323 346 43 26 32 47 42 52 243 253 147 29 54 44 33 171 67 116 52 31 30 287 35
internal_value=-0.000285036 -0.00221053 0.000175146 0.0011846 -0.000558739 -0.000288288 -0.00389381 -0.00265252 0.000213592 0.000646651 0.00120907 -0.00135802 0.000733945 0.00273438 -0.000682493 -0.000289389 -0.00154242 0.00372727 -0.00290323 0.00289979 0.00015625 -0.00405405 -0.00152893 -0.00403226 -0.000629921 -0.00219048 -0.005 0.00258427 0.00380682 -0.00675325
internal_weight=2946 559 2387 1002 1385 544 112 366 1019 432 396 151 108 245 673 621 378 219 61 458 117 73 483 113 370 199 83 177 341 76
internal_count=2946 559 2387 1002 1385 544 112 366 1019 432 396 151 108 245 673 621 378 219 61 458 117 73 483 113 370 199 83 177 341 76
cat_boundaries=0 29 30 32 34 35 38 40 41 42 69
cat_threshold=0 2048 4 134217728 2147483648 1 262144 0 0 0 0 2048 64 512 0 0 0 0 4096 8192 2147483776 0 0 0 0 0 68 0 524288 10 68231426 2 85016576 2 16811008 16388 0 524288 8288 32 14 67135584 0 0 0 0 0 0 262144 0 0 0 0 2048 0 0 0 0 0 0 0 8192 128 0 0 0 0 0 64
is_linear=0
shrinkage=0.04


Tree=707
num_leaves=31
num_cat=8
split_feature=6 2 2 12 13 12 2 0 9 2 0 3 4 2 4 3 2 12 2 3 12 4 0 3 0 9 2 1 2 0
split_gain=0.897603 1.62756 1.46672 1.8748 1.6041 1.20398 1.41729 1.35372 1.16135 1.14804 0.991645 0.959152 1.15677 0.922698 1.2908 1.29546 1.27415 0.868522 1.29979 1.23035 0.82215 0.76413 0.745376 0.840592 0.675802 0.624135 0.824795 0.609381 1.14682 0.609304
threshold=0 70.500000000000014 34.500000000000007 1 2 3 4.5000000000000009 42.710000000000008 4 28.500000000000004 42.710000000000008 2017.5000000000002 45.000000000000007 52.500000000000007 1511170000.0000002 2015.5000000000002 35.500000000000007 5 99.000000000000014 1990.5000000000002 6 2091500000.0000002 40.250000000000007 2003.5000000000002 45.425000000000004 7 26.500000000000004 5.5000000000000009 104.50000000000001 35.850000000000009
decision_type=9 8 10 9 9 9 10 10 9 10 10 8 10 10 8 10 8 9 10 10 9 8 10 10 8 9 10 8 10 10
left_child=5 2 3 9 -4 13 7 -7 11 24 -6 -8 20 14 -1 16 -16 18 -3 -20 -13 -19 23 -23 -2 -5 -27 -15 -29 -10
right_child=1 17 4 25 10 6 8 -9 29 -11 -12 12 -14 27 15 -17 -18 21 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00019014809513215881 -1.5702098768102248e-05 -0.0005661378976387965 -2.2358718583319616e-05 -1.4377972982231314e-05 5.1770612649946203e-05 7.9854777209220628e-06 -0.00021632200376899393 0.00020168486293620447 -4.472341311483774e-05 -0.00013751273845453939 0.00018975862349002171 3.0684544804415739e-06 -0.00024361382020757105 7.7746062674322045e-06 1.3013825180934192e-05 -3.726808359100886e-05 -4.0701568853656056e-05 -0.0001082574140401249 3.9170199229090486e-05 -2.7654974027129243e-05 -3.1437331846291275e-05 -6.4086794444691004e-05 3.2599203331358238e-05 5.0587912498620822e-05 -4.6204143008097274e-05 1.6154328990296561e-05 0.00039775441797889499 4.4156966784569822e-05 1.3499971419506096e-05 2.4111920499549912e-05
leaf_weight=45 446 55 103 128 73 113 53 30 29 42 27 105 25 155 326 32 150 51 48 29 156 132 81 26 44 270 32 36 25 100
leaf_count=45 446 55 103 128 73 113 53 30 29 42 27 105 25 155 326 32 150 51 48 29 156 132 81 26 44 270 32 36 25 100
internal_value=3.36927e-05 -0.000613267 0.000154374 -0.000498442 0.00323529 0.00077642 -0.000546624 0.00291667 -0.00162047 -0.00206262 0.00648649 -0.0028 -0.00195122 0.00182051 0.000974729 0.000392927 0.000922432 -0.00274232 -0.00531469 -0.00230769 -0.00114504 -0.0013289 -0.000416667 -0.00201258 -0.00154786 0.00145125 0.00242812 0.0040553 0.00741935 0.00157143
internal_weight=2967 1587 1165 962 203 1380 611 143 468 532 100 339 286 769 553 508 476 422 132 77 261 290 239 158 490 430 302 216 61 129
internal_count=2967 1587 1165 962 203 1380 611 143 468 532 100 339 286 769 553 508 476 422 132 77 261 290 239 158 490 430 302 216 61 129
cat_boundaries=0 1 3 4 6 8 9 10 12
cat_threshold=76 239712 32 10 93280 32 1 2052 59456 16941056 0 20608
is_linear=0
shrinkage=0.04


Tree=708
num_leaves=31
num_cat=12
split_feature=7 8 12 12 6 8 3 2 6 2 2 2 9 2 12 2 2 17 2 1 1 9 4 3 2 6 4 2 1 2
split_gain=2.62614 1.70729 1.71047 1.55467 1.49249 1.97717 1.39044 1.26421 1.18268 1.21738 1.13985 1.06809 1.45352 1.38001 0.934632 1.36442 1.08693 0.970539 0.845551 1.06246 0.95725 0.758276 1.09914 0.756911 1.11825 0.753997 1.14697 1.05875 0.752374 0.729859
threshold=0 1 2 3 4 5 1995.5000000000002 108.50000000000001 6 19.500000000000004 8.5000000000000018 24.500000000000004 7 2.5000000000000004 8 26.500000000000004 12.500000000000002 9 45.500000000000007 5.5000000000000009 5.5000000000000009 10 7729560000.000001 2022.5000000000002 14.500000000000002 11 49000.000000000007 147.50000000000003 5.5000000000000009 54.500000000000007
decision_type=9 9 9 9 9 9 8 10 9 8 10 10 9 10 9 10 8 9 8 8 10 9 8 8 8 9 8 10 8 10
left_child=3 14 6 4 10 -6 -3 8 18 -10 -1 12 -4 -14 15 16 -2 23 19 -5 -20 22 -8 -16 -25 27 -27 29 -23 -13
right_child=1 2 11 7 5 -7 21 -9 9 -11 -12 25 13 -15 17 -17 -18 -19 20 -21 -22 28 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0001952299600363361 1.9262837283307021e-05 0.00022702652614754016 7.0878637311366788e-05 2.8908006147787547e-06 8.5561028583924781e-07 -0.00016335137812021117 1.0871180033618089e-05 3.4976151316286065e-05 9.6315986833417353e-05 1.2677735177391015e-05 3.037027741541465e-06 -5.9709348781922244e-06 -0.00017752168200637185 -2.8676803579230638e-06 2.7544241516075374e-05 4.6986568256315308e-05 -0.00010432328872891362 -1.784798469785187e-05 1.1368562628319978e-05 -3.5076669474243262e-05 0.00016129370700205926 -0.00014237998660853181 -6.3363902243409605e-05 -0.00012280261856396636 2.7941365603965097e-05 -0.00024411581749664179 -2.9805095183839116e-05 -0.00042707431953594723 -0.00096438590281643143 0.00056941296601674906
leaf_weight=40 47 25 297 234 201 108 35 42 61 55 87 65 57 213 40 52 32 155 162 80 26 135 268 42 75 32 174 39 39 34
leaf_count=40 47 25 297 234 201 108 35 42 61 55 87 65 57 213 40 52 32 155 162 80 26 135 268 42 75 32 174 39 39 34
internal_value=-0.000135455 -0.00104981 -0.00172753 0.00140921 -0.000447427 -0.0019375 -0.00358674 0.00262295 0.00219709 0.00566929 0.00304348 -0.000672451 0.000387324 -0.00170819 0.00110132 0.00380282 0.00075 -0.000123839 0.00124756 0 0.00338624 -0.00414226 -0.00261146 0.00202381 0.000508475 -0.00243478 -0.00387097 0 -0.00627027 0.0022
internal_weight=2952 1856 1413 1096 436 309 502 660 618 116 127 911 567 270 443 131 79 312 502 314 188 477 303 157 117 344 206 138 174 99
internal_count=2952 1856 1413 1096 436 309 502 660 618 116 127 911 567 270 443 131 79 312 502 314 188 477 303 157 117 344 206 138 174 99
cat_boundaries=0 18 45 47 48 49 72 73 75 76 77 79 80
cat_threshold=268435457 16 1141907456 2105348 0 134217728 131072 139264 0 134217776 8192 192 0 268435456 0 0 1073746048 384 1073741824 1048584 4 0 0 0 262144 2147483648 0 32768 0 133120 0 512 0 0 0 0 4096 2048 384 0 0 8 0 16384 64 42016 32 17960194 464 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 128 0 16777216 456 1073741824 10368 33120 10 0 10244 86
is_linear=0
shrinkage=0.04


Tree=709
num_leaves=31
num_cat=12
split_feature=7 8 12 15 4 7 12 2 12 4 12 12 3 4 3 2 6 2 2 2 4 6 2 3 2 2 2 2 2 16
split_gain=2.36306 2.11502 1.31105 0.906417 0.884069 0.880592 1.79179 1.94658 0.898422 0.872368 0.744303 0.646103 1.0448 1.14429 0.907044 0.628123 2.26402 1.64743 1.08226 0.626189 0.967024 0.572721 0.875424 0.655073 0.812515 1.07459 0.651449 0.588654 0.572505 0.567193
threshold=0 1 2 3 3023950000.0000005 4 5 20.500000000000004 6 4277935000.0000005 7 8 2011.5000000000002 29000.000000000004 1991.5000000000002 26.500000000000004 9 39.500000000000007 20.500000000000004 44.500000000000007 45.000000000000007 10 10.500000000000002 2018.5000000000002 14.500000000000002 17.500000000000004 14.500000000000002 2.5000000000000004 89.500000000000014 11
decision_type=9 9 9 9 10 9 9 8 9 8 9 9 8 10 10 10 9 10 10 10 10 9 10 8 8 8 10 10 10 1
left_child=2 11 19 10 5 6 7 -3 15 -5 -4 12 -2 29 -13 18 -17 -18 21 20 -1 22 -7 -23 27 -26 -24 -25 -9 -14
right_child=1 4 3 9 -6 8 -8 28 -10 -11 -12 14 13 -15 -16 16 17 -19 -20 -21 -22 23 26 24 25 -27 -28 -29 -30 -31
leaf_value=9.5831541790047933e-06 2.430519411369403e-05 -6.3273349599839436e-05 1.3123747966545808e-05 0.00085351616793722946 -9.7800319075247444e-05 -6.9303985654656239e-05 -7.8892462708850527e-05 0.0011654961836566713 -3.6998251604316578e-05 3.6520894358353926e-05 3.6680482807582847e-07 2.7817191683858766e-05 -4.0522811483931777e-05 6.8404108756965338e-05 -3.0245822910401901e-06 0.00024528289937094885 0.0010563713466075343 -0.00011699140316881796 -0.00036103506754024293 -2.2506250441587384e-05 -4.6560696200934618e-05 3.4631604512398439e-05 0.00035203070803696334 -3.2050520503901224e-05 -0.001627426076180072 -8.8197242057930228e-06 -5.2211126170931264e-06 0.00048755646104766017 4.7051583271340292e-05 1.114470875343443e-05
leaf_weight=206 35 49 117 29 47 93 159 25 538 156 287 152 112 35 44 113 33 96 41 128 38 59 26 31 25 85 30 111 31 27
leaf_count=206 35 49 117 29 47 93 159 25 538 156 287 152 112 35 44 113 33 96 41 128 38 59 26 31 25 85 30 111 31 27
internal_value=-0.00028388 -0.00106574 0.00133745 0.0025 -0.00172177 -0.00156533 -0.00363636 0.000517241 -0.00109907 0.00479592 0.0013494 0.00149038 -9.09091e-05 -0.00137143 0.00309179 -0.000185676 0.00148148 -0.00214286 -0.000996016 -0.000522193 0.000653061 -0.000433839 -0.002375 0.000559006 -0.000316206 -0.00288288 0.00140351 0.00167832 0.00561404 -0.003
internal_weight=2958 1997 961 589 1592 1545 264 105 1281 185 404 405 209 174 196 743 242 129 501 372 244 460 149 311 252 110 56 142 56 139
internal_count=2958 1997 961 589 1592 1545 264 105 1281 185 404 405 209 174 196 743 242 129 501 372 244 460 149 311 252 110 56 142 56 139
cat_boundaries=0 18 44 45 46 63 64 66 67 69 70 71 72
cat_threshold=268435457 128 1678770176 8192 2 0 131072 139264 0 134225936 8192 2097152 0 268435456 67108864 32 1073741952 128 268435456 1048588 4 0 2147483648 0 262144 0 0 0 0 2048 8192 512 0 0 0 0 4096 0 128 0 0 8 0 16384 85101632 2215641088 0 0 0 524292 524288 8194 0 536870912 2048 32 32800 0 0 0 0 0 16 84984128 16867426 2 73728 81954 32 278 274 2
is_linear=0
shrinkage=0.04


Tree=710
num_leaves=31
num_cat=9
split_feature=7 12 7 12 2 11 2 6 2 3 3 2 0 2 2 0 18 2 3 3 2 2 3 3 13 2 12 0 2 0
split_gain=3.05333 2.08063 1.52906 1.06954 0.955421 0.953704 1.1884 0.996203 0.942272 2.10158 1.95069 1.85436 0.850522 0.754959 0.584531 0.559855 0.515444 0.891806 0.48352 0.48115 0.855663 0.850336 0.938826 0.588039 0.520035 0.96155 0.744322 1.49005 0.991711 1.03496
threshold=0 1 2 3 16.500000000000004 4 129.50000000000003 5 30.500000000000004 1996.5000000000002 2004.5000000000002 247.00000000000003 42.710000000000008 3.5000000000000004 247.00000000000003 36.400000000000006 6 4.5000000000000009 2004.5000000000002 2000.5000000000002 11.500000000000002 45.500000000000007 2010.5000000000002 1989.5000000000002 7 6.5000000000000009 8 14.500000000000002 79.500000000000014 35.850000000000009
decision_type=9 9 9 9 10 9 8 9 10 10 10 10 10 8 8 10 9 10 10 10 10 10 10 10 9 10 9 10 10 10
left_child=1 4 -2 5 -1 6 12 13 10 11 -3 -10 -4 -7 -9 -16 17 -5 -15 23 -21 22 -22 24 25 -18 -26 -28 29 -29
right_child=2 8 3 16 -6 7 -8 14 9 -11 -12 -13 -14 18 15 -17 19 -19 -20 20 21 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-3.0372281577584203e-05 3.5019799087123719e-05 -5.2560718322816056e-05 -0.00020128551876794632 -2.3357575273905694e-05 -0.00019601500205297385 9.360693255011655e-06 2.1206959681308036e-06 9.9477086673616109e-06 0.00050997791444196139 -2.6177693885145458e-05 4.3500925129578149e-05 -1.5783034509340157e-05 -3.7532589568982643e-05 -4.5378104123727779e-05 -0.00015427402735131325 7.4117410677985158e-05 0.00022321110109373876 6.1700547911911488e-05 -0.00023947878689103418 -2.7867516023221128e-05 0.002497200132227526 2.2655446028352346e-06 0.00023468934099156515 -0.00012235222138897938 5.7087393473764797e-06 8.0242828222054641e-06 0.00010402148474319972 5.1647668357190922e-06 -0.00012262491240981887 -5.375464955406528e-05
leaf_weight=60 210 204 36 47 88 38 49 542 59 40 43 25 33 227 26 27 32 56 58 52 26 45 39 41 264 223 42 121 33 137
leaf_count=60 210 204 36 47 88 38 49 542 59 40 43 25 33 227 26 27 32 56 58 52 26 45 39 41 264 223 42 121 33 137
internal_value=-0.000157319 -0.00290566 0.000447205 0.000126984 -0.00679245 -0.000802292 -0.00403101 -0.000344456 -0.00120419 0.0016 -0.00266129 0.00517647 -0.00771429 -0.00209581 0.000627063 -0.00333333 0.000958084 0.00365385 -0.00286713 0.000700758 0.00269939 0.00468468 0.00757576 0.00033557 0.00056272 0.00203008 -9.86842e-05 -0.00133721 -0.00239726 -0.0015444
internal_weight=2923 519 2404 2194 148 1036 118 918 371 124 247 84 69 323 595 53 1158 103 285 1055 162 110 65 893 852 255 597 333 291 258
internal_count=2923 519 2404 2194 148 1036 118 918 371 124 247 84 69 323 595 53 1158 103 285 1055 162 110 65 893 852 255 597 333 291 258
cat_boundaries=0 17 19 37 39 42 43 44 45 47
cat_threshold=16384 268435489 537919488 526852 524288 2 0 0 33556480 134217744 8192 128 268435472 0 0 32 16 9472 34 268435456 16 67108864 2097152 0 0 0 268443648 0 8192 0 2097408 0 268435456 0 0 0 128 35074 32 49152 0 524288 148 4 4 1188896 2
is_linear=0
shrinkage=0.04


Tree=711
num_leaves=31
num_cat=14
split_feature=8 12 14 12 9 3 6 2 12 3 3 8 2 2 0 2 2 2 2 17 11 9 0 12 4 4 12 2 6 2
split_gain=2.04049 1.01424 0.771236 1.63867 0.848577 1.41311 1.55954 1.36082 0.917934 1.52303 1.18321 1.18186 0.840183 0.780843 0.745631 0.714348 1.66524 0.687089 0.656938 0.628757 1.00066 0.61975 2.47281 1.1219 1.64706 1.21685 0.854647 1.19561 1.10722 0.869974
threshold=0 1 2 3 4 2006.5000000000002 5 41.500000000000007 6 2020.5000000000002 2013.5000000000002 7 14.500000000000002 11.500000000000002 33.175000000000004 4.5000000000000009 12.500000000000002 7.5000000000000009 61.500000000000007 8 9 10 32.500000000000007 11 55.000000000000007 86.000000000000014 12 51.500000000000007 13 46.500000000000007
decision_type=9 9 9 9 9 8 9 10 9 10 10 9 10 10 10 8 8 10 10 9 9 9 10 9 10 10 9 10 9 8
left_child=1 18 3 13 5 12 17 -8 -6 10 11 14 -4 -2 -10 -3 -17 -7 -1 20 -13 26 -23 25 -25 -24 28 -28 -21 -30
right_child=2 15 4 -5 8 6 7 -9 9 -11 -12 19 -14 -15 -16 16 -18 -19 -20 21 -22 22 23 24 -26 -27 27 -29 29 -31
leaf_value=1.3706058140243727e-05 0.0026131606376593197 3.3394311943482078e-05 0.00075434042507794175 -0.00010049212996889879 -1.1415004467281164e-05 0.00028487641769025629 -0.00012211982447713155 2.6680344777929577e-06 6.8387558719251728e-06 -0.00010903301748406591 2.4433408332455998e-05 2.9733298710254987e-07 -6.5619798861860094e-06 -2.5728998523888435e-06 2.75531491194414e-05 -0.00028132838557770156 -3.6267900941169274e-05 -3.125837128116871e-05 -1.5677632589330415e-05 5.5700449665394559e-05 3.4306772845411616e-05 2.0158164268337942e-05 -8.6045870700530712e-05 -3.0311430224685411e-05 -0.00080186053293878961 0.0017296664858910305 1.9546914824530859e-06 5.0151159442535233e-05 -1.4909479943980842e-07 -0.0001388497494894736
leaf_weight=125 26 31 26 111 313 44 104 37 105 35 89 183 46 74 135 58 138 81 31 118 102 55 71 137 32 31 235 103 117 108
leaf_count=125 26 31 26 111 313 44 104 37 105 35 89 183 46 74 135 58 138 81 31 118 102 55 71 137 32 31 235 103 117 108
internal_value=-0.0004204 -0.00309645 0 -0.00225225 0.000215703 -0.00160458 -0.00299625 -0.00565789 0.000535354 0.000911818 0.00109741 0.000834964 0.00328767 0.00144144 0.00334661 -0.00478992 -0.00588832 0.000441176 -0.000479042 0.000337682 0.00195946 -0.000137525 -0.00154303 -0.00316176 -0.005 0.000353982 0.000549133 0.00194842 -0.000847458 -0.00245763
internal_weight=2901 383 2518 211 2307 338 266 141 1969 1656 1621 1532 72 100 240 227 196 125 156 1292 285 1007 326 271 169 102 681 338 343 225
internal_count=2901 383 2518 211 2307 338 266 141 1969 1656 1621 1532 72 100 240 227 196 125 156 1292 285 1007 326 271 169 102 681 338 343 225
cat_boundaries=0 30 31 32 34 36 37 38 62 63 66 68 69 71 72
cat_threshold=0 2 0 0 0 1 524288 2147483648 1 32768 0 2052 2048 0 0 4096 0 0 33554432 0 0 0 0 0 0 0 0 0 128 4096 1057058 131120 1140736 32 256 148 194 1196064 268435456 2056 0 134217728 0 0 0 0 0 0 0 131072 8192 0 0 0 0 0 0 0 384 0 4194304 8 9 4 0 524288 0 10240 258 16777538 32 326
is_linear=0
shrinkage=0.04


Tree=712
num_leaves=31
num_cat=11
split_feature=8 8 10 1 12 4 4 12 9 0 1 1 6 9 3 0 12 1 0 3 3 6 4 1 8 4 0 0 3 3
split_gain=2.09873 1.34146 1.25683 1.17863 1.05501 1.8368 0.911734 0.821138 0.815814 0.848312 0.774702 0.753329 0.640649 0.67424 0.917632 1.41723 0.639013 0.677235 0.632712 0.764167 0.764815 0.630611 0.94734 0.598923 0.805855 0.936674 0.888214 1.0391 0.820832 0.636171
threshold=0 1 2 4.5000000000000009 3 38500.000000000007 237200.00000000003 4 5 40.250000000000007 3.5000000000000004 5.5000000000000009 6 7 2002.5000000000002 42.710000000000008 8 5.5000000000000009 47.750000000000007 1989.5000000000002 2007.5000000000002 9 10510.500000000002 3.5000000000000004 10 520.00000000000011 22.250000000000004 33.175000000000004 2015.5000000000002 2001.5000000000002
decision_type=9 9 9 10 9 10 10 9 9 10 10 10 9 9 10 8 9 8 10 10 10 9 8 10 9 8 10 10 8 10
left_child=7 -2 3 -3 6 12 8 11 9 23 -10 -1 18 -14 15 16 -15 -18 19 -6 -21 22 -12 -4 26 -26 -25 -28 29 -27
right_child=1 2 4 -5 5 -7 -8 -9 10 -11 21 -13 13 14 -16 -17 17 -19 -20 20 -22 -23 -24 24 25 28 27 -29 -30 -31
leaf_value=-7.227873279305186e-06 1.8219365884952767e-05 1.5154519271369794e-05 -0.00012741881597342798 -5.9743800832663395e-05 2.941214506790857e-07 5.0616685462578914e-05 -7.0693256826217529e-05 -1.8403587064241834e-05 0.00096216817376976855 7.2431913206472137e-05 -8.9024669433825925e-05 2.6431328620510898e-05 -5.529006067170883e-06 -2.1807565142353271e-05 0.00013486029867898708 0.00044632667495431378 3.2299981544028358e-05 -0.00015627652456458917 8.2132965098224992e-06 -7.5484829515630743e-05 -8.5795471408545149e-06 -3.586718449732018e-05 4.2853028818186089e-05 -1.7254146969136742e-05 -0.00043013037030654289 -3.0710162488105655e-05 0.0022353263103365609 -9.8528360235050627e-06 -9.0603537294384751e-05 7.8500020251972554e-05
leaf_weight=175 104 26 91 79 549 60 44 355 27 75 38 26 128 103 58 40 99 26 33 37 80 114 73 141 27 35 27 30 221 60
leaf_count=175 104 26 91 79 549 60 44 355 27 75 38 26 128 103 58 40 99 26 33 37 80 114 73 141 27 35 27 30 221 60
internal_value=-0.000207914 0.000303777 9.43396e-05 -0.00396552 0.000305344 0.00109477 -0.000650888 -0.00239859 -0.000395833 -0.00108635 0.00152091 -0.000283019 0.000745234 0.00189247 0.00284866 0.00193309 0.00069869 0.0025 -2.8169e-05 -0.00029985 -0.00322034 0.00079646 0.00278689 -0.00157978 -0.00107011 -0.00220339 0.000956938 0.00517241 -0.00164038 0.00145833
internal_weight=2981 2425 2321 105 2216 1213 1003 556 959 707 252 201 1153 454 326 268 228 125 699 666 117 225 111 632 541 343 198 57 316 95
internal_count=2981 2425 2321 105 2216 1213 1003 556 959 707 252 201 1153 454 326 268 228 125 699 666 117 225 111 632 541 343 198 57 316 95
cat_boundaries=0 27 57 58 60 61 63 64 66 67 68 91
cat_threshold=0 4 0 0 0 1 524288 2147483648 0 0 0 33554432 2048 512 0 0 0 0 33554432 0 2147484032 0 0 8 0 49152 4 268435456 0 0 134217728 2147491840 0 0 0 0 32768 0 0 0 1048576 0 0 0 0 0 0 0 524288 0 0 0 0 0 0 0 8192 20 68304898 34 68304930 1 18468 344 0 180 34912 328 1073741824 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 20971520
is_linear=0
shrinkage=0.04


Tree=713
num_leaves=31
num_cat=12
split_feature=7 8 7 12 8 1 11 13 2 2 2 2 12 2 9 1 4 2 8 16 2 11 4 2 2 0 2 3 2 2
split_gain=2.6466 2.02171 1.4936 1.3819 1.08136 1.69517 1.13985 1.89412 2.14648 1.13369 1.62392 1.1097 0.924775 1.09979 0.971944 0.961458 0.875958 0.858381 0.78759 1.21631 0.921907 0.896505 0.986209 0.916198 1.20462 1.3075 0.727403 0.944681 0.716677 0.648691
threshold=0 1 2 3 4 5.5000000000000009 5 6 7.5000000000000009 16.500000000000004 6.5000000000000009 9.5000000000000018 7 39.500000000000007 8 4.5000000000000009 1373290000.0000002 4.5000000000000009 9 10 24.500000000000004 11 141.00000000000003 41.500000000000007 63.500000000000007 35.250000000000007 25.500000000000004 2011.5000000000002 8.5000000000000018 6.5000000000000009
decision_type=9 9 9 9 9 8 9 9 8 10 10 8 9 10 9 10 10 8 9 1 10 9 10 10 10 10 8 8 8 10
left_child=17 -2 16 18 5 -5 9 8 -8 10 -6 -7 13 -9 29 -16 -3 -1 19 20 -4 22 26 28 -25 -26 27 -20 -23 -14
right_child=1 2 3 4 6 11 7 12 -10 -11 -12 -13 14 -15 15 -17 -18 -19 21 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00047051060631787323 2.054909469542565e-05 8.1888071256486225e-05 -3.2183679286390544e-05 6.3200657545081638e-06 -6.6971893993752473e-05 -9.8964401400252199e-05 2.5467534086942578e-07 -0.00013838239243668226 -0.00011094909327685088 -3.0315839341454875e-06 0.00054505271837292926 -1.4168598570627467e-05 -2.0243861484452452e-05 1.0895966424229186e-05 -0.00022412494427207719 -7.3106371149833651e-06 -1.8219788784961111e-05 -2.4131602237815742e-05 0.0010006078930622664 -3.6736253498901309e-05 0.00051149325251419241 7.4751841480491522e-06 0.00040653004677956519 -0.00014394638459684474 2.5636776493769277e-05 -0.00010923502398245688 -6.5458205550896761e-05 -2.2802000151429524e-05 3.8256731064834071e-05 3.2116239306922981e-05
leaf_weight=41 143 193 27 353 25 32 100 82 240 95 36 116 68 35 45 113 39 307 28 49 30 53 30 26 43 28 70 125 171 184
leaf_count=41 143 193 27 353 25 32 100 82 240 95 36 116 68 35 45 113 39 307 28 49 30 53 30 26 43 28 70 125 171 184
internal_value=-0.000348361 0.000100386 -0.000179812 -0.000505643 -0.00117264 0.000351562 -0.00191489 -0.00248292 -0.00478632 0.0011976 0.00548387 -0.00322148 -0.000929368 -0.00390625 0 -0.00236686 0.00279835 -0.00356546 0.000984081 -0.00205128 0.00172414 0.00157265 -0.000227273 0.00295181 -0.000204082 0.0025 -0.00116071 0.00038961 0.00444444 0.00152091
internal_weight=2927 2579 2436 2204 1524 501 1023 867 340 156 61 148 527 117 410 158 232 348 680 106 57 574 253 321 97 71 223 153 224 252
internal_count=2927 2579 2436 2204 1524 501 1023 867 340 156 61 148 527 117 410 158 232 348 680 106 57 574 253 321 97 71 223 153 224 252
cat_boundaries=0 17 47 65 66 92 94 95 96 98 121 122 125
cat_threshold=131074 268435457 571473920 2052 524288 2 0 0 33554432 0 0 0 268435584 0 0 32 16 268435456 0 0 134217728 0 0 0 0 1 0 0 0 0 1049600 0 0 0 0 4096 0 0 524288 0 0 0 0 0 0 524288 8192 1 16 8192 8192 0 134217792 4194304 8192 0 8192 8192 128 16 268435456 67108864 0 0 128 84986880 16 2056 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 8192 384 0 16777216 8 0 32768 16416 1536 2 139328 0 2100 0 8 0 0 0 0 0 2147483648 0 0 0 0 0 512 0 0 0 0 0 0 384 0 4194304 2 4 512 524288
is_linear=0
shrinkage=0.04


Tree=714
num_leaves=31
num_cat=7
split_feature=7 8 12 9 2 0 2 2 2 12 2 8 2 2 2 4 3 2 2 1 3 4 5 2 3 5 11 1 2 2
split_gain=4.63753 3.04028 2.03599 1.03607 1.33181 1.09561 0.98712 0.986899 0.922707 0.914665 1.45688 1.35897 1.05781 0.845613 1.51217 1.12493 0.840123 0.854786 0.952904 0.707399 0.683695 0.583438 0.580161 0.539859 0.536126 0.584355 0.603599 0.885093 0.505589 0.792245
threshold=0 1 2 3 44.500000000000007 38.20000000000001 99.000000000000014 725.00000000000011 182.50000000000003 4 1.5000000000000002 5 163.00000000000003 14.500000000000002 19.500000000000004 972430000.00000012 2004.5000000000002 95.500000000000014 21.500000000000004 5.5000000000000009 2011.5000000000002 2710.0000000000005 1.0000000180025095e-35 2.5000000000000004 1995.5000000000002 1.5000000000000002 6 4.5000000000000009 8.5000000000000018 12.500000000000002
decision_type=9 9 9 9 10 10 10 10 10 9 8 9 10 10 10 8 8 8 10 8 10 8 10 10 8 10 9 10 10 10
left_child=2 6 -1 16 5 -5 21 9 -8 11 -11 -3 24 15 -15 -13 -4 18 28 20 -17 -2 -16 -23 -12 26 27 -26 -18 -30
right_child=1 7 3 4 -6 -7 8 -9 -10 10 12 13 -14 14 22 19 17 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=3.9072012318897009e-05 -9.4068135370761751e-06 8.1963746340818497e-06 -0.00021068384855006173 -0.00028182618432690985 1.6080514887200081e-05 -2.1306145656048159e-05 -2.3114644694608444e-05 -0.00059951355023223128 1.0951903703428912e-05 8.3639852691419497e-05 4.02220283150001e-05 -0.00070420746927624123 8.6463811973658261e-06 -0.00037870974796895497 -1.0476960628551524e-05 7.8788230774762274e-05 1.6962957229900157e-05 0.00015640332051010121 -8.3601443482805849e-06 0.00070139644105204012 -9.5624084094012574e-05 -1.6135093322731108e-05 -0.00054240369287665406 2.4664527374511634e-05 -0.00010863307038757598 1.0101740512133972e-05 -3.9284875800404961e-05 5.4885892945080176e-05 0.0018455053256336384 1.1778344546442554e-05
leaf_weight=272 40 104 26 30 52 96 30 38 37 38 37 44 69 38 177 106 44 52 116 46 34 31 28 315 38 54 761 62 26 53
leaf_count=272 40 104 26 30 52 96 30 38 37 38 37 44 69 38 177 106 44 52 116 46 34 31 28 315 38 54 761 62 26 53
internal_value=-0.000151986 -0.00111319 0.00249357 0.000909091 -0.00148148 -0.00377953 0.00176724 -0.00189911 -0.00264706 -0.00175932 -0.0024486 -0.000442177 -0.0027593 -0.00136364 -0.00303279 0.00034632 0.0022561 0.00294521 0.00191667 0.00171123 0.000283688 0.00258398 -0.00165049 0.00311239 -0.00310598 -0.00329694 -0.00354988 -0.00036036 0.00435484 0.00625
internal_weight=2894 2127 767 495 178 126 453 1674 67 1636 1059 577 1021 473 243 230 317 291 239 186 140 386 205 346 952 915 861 100 123 79
internal_count=2894 2127 767 495 178 126 453 1674 67 1636 1059 577 1021 473 243 230 317 291 239 186 140 386 205 346 952 915 861 100 123 79
cat_boundaries=0 17 43 44 46 47 70 73
cat_threshold=131073 268435584 1140850688 532608 2 64 131072 805314560 0 8224 32 2097152 0 268435456 0 32 4224 268435456 12 4 0 2147483648 0 262144 0 1 32768 0 2052 2048 0 0 0 0 0 0 0 384 0 0 8 0 268451840 240640 0 2080 16779554 16 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 32768 1024 524288
is_linear=0
shrinkage=0.04


Tree=715
num_leaves=31
num_cat=7
split_feature=8 6 2 2 9 5 17 2 6 3 9 2 1 5 2 4 2 1 3 3 4 4 2 4 4 3 9 2 2 2
split_gain=2.56699 1.27433 1.32399 1.30684 1.12987 1.26125 1.22603 1.15344 1.11093 0.922538 0.782999 0.742489 0.692191 0.690461 0.908705 0.677695 0.63877 0.634863 0.625246 0.591805 0.822948 0.583965 0.624264 0.571441 0.552716 0.58448 1.46032 0.642579 0.912893 0.552151
threshold=0 1 1338.0000000000002 1472.5000000000002 2 1.5000000000000002 3 291.50000000000006 4 1999.5000000000002 5 12.500000000000002 5.5000000000000009 1.5000000000000002 8.5000000000000018 345.00000000000006 24.500000000000004 1.5000000000000002 2014.5000000000002 2020.5000000000002 16000.000000000002 21074995000.000004 44.500000000000007 38500.000000000007 4050.0000000000005 2000.5000000000002 6 42.500000000000007 16.500000000000004 70.500000000000014
decision_type=9 9 10 8 9 10 9 8 9 8 9 10 10 8 10 10 10 10 8 8 8 8 10 8 8 8 9 10 10 10
left_child=9 3 4 13 7 6 -6 8 15 -1 17 -12 -10 23 -15 -3 -13 -8 -11 -20 -21 -18 -23 -2 -16 -26 29 28 -28 -27
right_child=1 2 -4 -5 5 -7 10 -9 12 18 11 16 -14 14 24 -17 21 -19 19 20 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00038834304549666853 1.1720788054923048e-05 -0.00020347321374408978 0.0013359032928321924 -0.00015336085732236881 -3.2118886076908379e-05 6.9399970587582518e-05 0.00021662961967894745 -0.00016140471249869392 2.9336188272139908e-05 1.7634244576996138e-05 2.216229174720752e-06 0.0018812862050182845 -5.9332200373312107e-05 -1.5489689589855972e-05 -6.3790200591995477e-06 0.0005648008472138599 0.00019910524883549386 1.3345871593628545e-07 -9.5562752597793118e-05 -4.0451693043053186e-05 -8.7260032243108304e-06 -0.00044329706075018293 2.6906469251173349e-05 8.8553327367719701e-05 -2.7435443276146999e-06 0.00020343926116638046 -4.9802840730421853e-05 -6.4190863305881867e-05 0.00039982938625925612 1.6024562885483817e-05
leaf_weight=25 30 139 26 31 310 63 52 39 120 49 93 35 26 89 41 27 30 893 28 29 333 25 45 61 42 112 47 45 48 40
leaf_count=25 30 139 26 31 310 63 52 39 120 49 93 35 26 89 41 27 30 893 28 29 333 25 45 61 42 112 47 45 48 40
internal_value=8.74243e-05 0.000595238 9.30714e-05 0.00221106 -3.16122e-05 0.000436737 0.000202156 -0.0020442 -0.00127796 -0.00261053 0.000793919 0.00284519 0.00127389 0.00269784 0.00206452 -0.00338983 0.00485294 0.000271967 -0.00222727 -0.00276215 -0.00231405 0.00316832 0.00112676 0.00586957 0.00292553 0.00346269 0.00409556 0.000794702 0.00270833 0.00662577
internal_weight=2973 2509 1923 586 1897 1546 1483 351 312 464 1173 228 146 555 464 166 135 945 439 390 362 100 70 91 375 334 292 140 95 152
internal_count=2973 2509 1923 586 1897 1546 1483 351 312 464 1173 228 146 555 464 166 135 945 439 390 362 100 70 91 375 334 292 140 95 152
cat_boundaries=0 27 28 30 31 32 34 36
cat_threshold=1342177280 2 0 0 3221291008 1 0 2147483648 1 32768 0 256 10240 0 0 0 0 0 0 2048 2147483904 0 4194304 0 0 16384 64 258 256 16516 44 196 0 6144 0 18432
is_linear=0
shrinkage=0.04


Tree=716
num_leaves=31
num_cat=13
split_feature=7 8 8 12 2 2 12 2 3 12 2 2 15 2 7 6 2 2 2 3 2 9 12 2 2 6 2 12 0 2
split_gain=2.77666 3.02547 1.69091 1.89319 2.12089 1.76919 1.43899 1.35459 1.05965 0.99475 1.43389 0.944959 1.16024 0.917262 0.904847 1.00676 0.793509 0.771735 0.763344 0.700094 0.828427 0.647083 0.880337 1.29335 1.30282 0.808467 1.56155 1.4547 1.6634 1.11021
threshold=0 1 2 3 114.50000000000001 7.5000000000000009 4 21.500000000000004 2011.5000000000002 5 64.500000000000014 2.5000000000000004 6 14.500000000000002 7 8 23.500000000000004 4.5000000000000009 73.500000000000014 2023.5000000000002 10.500000000000002 9 10 41.500000000000007 14.500000000000002 11 24.500000000000004 12 38.57500000000001 16.500000000000004
decision_type=9 9 9 9 10 8 9 10 8 9 10 8 9 8 9 9 10 10 10 8 10 9 9 10 10 9 10 9 8 8
left_child=2 8 7 4 19 17 11 -1 -2 10 -10 -3 -13 -14 18 16 -16 -5 -7 -4 -21 25 -23 24 -24 -8 27 28 -27 -30
right_child=1 6 3 5 -6 14 21 -9 9 -11 -12 12 13 -15 15 -17 -18 -19 -20 20 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-1.7280028221406952e-05 4.673603028628293e-05 -6.4441671139405798e-05 -2.8674534105519456e-05 1.46630934269254e-05 7.0424641415911538e-06 -1.0459695286257897e-05 1.0417213241602497e-05 3.7689656942916371e-05 -3.5029471336613937e-05 -6.7102658960038755e-07 -7.7552826195415039e-05 8.465914776643047e-06 0.0011632829757110131 3.2954988621440859e-05 5.1187625845514616e-05 -5.8816014088947098e-05 -0.00064976285507096782 0.0014669139353645022 0.00014518489740396491 -0.00018924683689288457 -3.3758465306590327e-05 -4.8501628889852101e-06 0.0002044700061734517 0.0020485143003197239 -0.00023613296373905967 -0.00079001027173461577 -0.00010543306331641134 4.159092344103499e-05 -1.97452578655799e-05 0.00018798301389580274
leaf_weight=53 42 31 35 38 33 82 622 48 225 164 57 190 48 119 64 110 48 25 29 66 86 111 69 25 30 30 151 151 131 37
leaf_count=53 42 31 35 38 33 82 622 48 225 164 57 190 48 119 64 110 48 25 29 66 86 111 69 25 30 30 151 151 131 37
internal_value=-0.000189766 0.000508021 -0.00233516 -0.003126 -0.00606061 -0.00137592 0.00128702 0.00232143 -0.00224449 -0.00286353 -0.00423208 0.00340852 0.00407821 0.00640449 -0.00257485 -0.0039485 -0.00097561 0.0046875 0.000491803 -0.00797872 -0.00915033 0.000657895 0.00252033 0.00474074 0.003 0.000247132 -0.000939335 0.000514286 -0.00172249 -0.000236686
internal_weight=2950 2233 717 616 220 396 1745 101 488 446 282 388 357 167 333 222 112 63 111 187 152 1357 235 124 99 1122 500 349 198 168
internal_count=2950 2233 717 616 220 396 1745 101 488 446 282 388 357 167 333 222 112 63 111 187 152 1357 235 124 99 1122 500 349 198 168
cat_boundaries=0 18 45 68 70 72 74 75 93 94 96 97 98 100
cat_threshold=2 268435488 1678770176 264708 524320 134217730 0 536870912 33556480 134217744 8192 128 268435456 0 67108864 0 4112 128 1342177280 0 0 0 0 0 262144 2147483648 0 0 0 2048 10240 0 0 4096 0 0 33554432 2048 384 0 4194304 0 0 32768 64 0 12 0 0 0 0 262144 0 0 0 0 133120 0 0 0 0 0 0 0 0 0 0 4194304 18055424 2 67243072 2 1261666 32 67108864 0 0 67108864 0 32 0 0 0 33554432 0 8192 128 0 0 0 0 0 128 134 1 22660 16777250 266 73730 32
is_linear=0
shrinkage=0.04


Tree=717
num_leaves=31
num_cat=10
split_feature=8 8 12 0 12 2 2 3 2 0 2 2 2 17 4 14 2 8 2 12 2 2 15 12 0 2 2 2 2 3
split_gain=2.20471 0.933399 1.66606 1.0553 0.827944 0.900536 1.92004 0.86411 0.977201 1.10032 2.00697 0.804693 0.895072 0.763643 1.54282 0.77598 0.698575 0.658771 0.70555 1.53908 1.46982 0.875353 0.835102 1.26622 0.765875 1.19993 0.654953 0.739367 1.38552 0.739451
threshold=0 1 2 48.175000000000004 3 86.500000000000014 34.500000000000007 2017.5000000000002 3.5000000000000004 33.175000000000004 6.5000000000000009 129.50000000000003 4.5000000000000009 4 6050.0000000000009 5 172.50000000000003 6 20.500000000000004 7 15.500000000000002 10.500000000000002 8 9 16.750000000000004 58.500000000000007 5.5000000000000009 26.500000000000004 34.500000000000007 2009.5000000000002
decision_type=9 9 9 10 9 10 10 8 8 10 8 10 8 9 10 9 10 9 8 9 10 10 9 9 10 10 10 10 10 10
left_child=11 2 -2 4 5 6 7 -3 -9 -10 -11 12 -1 -6 15 26 -7 -14 19 21 -21 -19 23 -20 25 -25 -15 -28 -29 -30
right_child=1 3 -4 -5 13 16 -8 8 9 10 -12 -13 17 14 -16 -17 -18 18 22 20 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=2.5311791198774359e-05 -4.6702137900922478e-06 -0.00049273591119039398 -9.6043089865496258e-05 -9.2157961913486017e-06 -2.0614654502288944e-05 -0.00012645209153443914 5.2484376070545128e-05 0.00013158673827991409 1.8659350249521367e-05 -0.0013632168734580574 -1.9015590197710708e-05 2.9202525089928599e-05 1.8362152324691294e-05 0.00019629120592654204 2.1536765714884611e-05 -5.3839704699001346e-05 -1.1849363927822764e-05 -0.00030243289450631038 -1.6506241619467233e-05 2.4951004186739567e-05 -2.415770132756734e-05 -2.9263654476565649e-05 -2.1206007384932946e-05 2.5312651450732915e-05 2.0804953427742134e-05 -3.8271509305900507e-05 -1.1327756116656928e-05 0.00079507070207007757 -1.9782808343649093e-06 0.00012520465123152746
leaf_weight=135 197 57 216 54 146 28 72 46 36 25 137 85 114 101 40 113 63 49 113 72 36 58 137 75 115 48 373 31 171 27
leaf_count=135 197 57 216 54 146 28 72 46 36 25 137 85 114 101 40 113 63 49 113 72 36 58 137 75 115 48 373 31 171 27
internal_value=-0.000780882 -0.00157407 -0.00325472 -0.00109732 -0.000899796 -0.00227368 -0.00144385 -0.00284768 -0.00179592 -0.00301508 -0.00441718 0.000706107 0.000377754 -0.00023692 0.000230681 -0.000146879 -0.00586957 -0.000122249 -0.000588235 -0.0025 0.0010084 -0.00559322 0.000245399 0.00127072 0.00289157 0.000806452 0.000364146 -0.00013267 0.00165217 0.00040201
internal_weight=2970 1933 413 1520 1466 464 373 301 244 198 162 1037 952 1002 856 816 91 817 703 215 108 107 488 351 238 123 703 602 229 198
internal_count=2970 1933 413 1520 1466 464 373 301 244 198 162 1037 952 1002 856 816 91 817 703 215 108 107 488 351 238 123 703 602 229 198
cat_boundaries=0 30 60 61 63 64 65 79 80 81 82
cat_threshold=1342177280 1048580 4 134217728 2147483648 0 0 0 1 0 0 133124 8192 1048576 0 0 0 0 0 0 2147483776 524288 20971520 8 0 268435456 0 0 524288 8192 0 2048 0 0 0 1 0 0 0 32768 0 0 2112 512 0 4096 0 0 33554432 2050 0 0 0 0 0 1073774592 0 0 0 4096 17957922 68297984 34 18 8320 268435456 0 0 0 0 0 0 0 1 0 0 4 8192 1048576 17836322 2214592512 1261570
is_linear=0
shrinkage=0.04


Tree=718
num_leaves=31
num_cat=7
split_feature=8 7 2 2 11 2 2 2 2 7 2 5 3 2 3 14 1 6 3 2 5 11 3 2 2 3 2 2 1 2
split_gain=2.89733 2.08236 1.43783 1.41392 1.30107 1.0318 1.20129 1.01052 0.842575 0.827599 0.831136 0.793802 0.767135 0.757164 0.779228 0.690474 1.21346 0.78463 0.720075 0.727204 0.669643 0.660702 0.631155 0.562414 0.522234 0.469917 0.434026 0.61371 0.651595 0.471947
threshold=0 1 119.00000000000001 57.500000000000007 2 332.00000000000006 129.50000000000003 9.5000000000000018 18.500000000000004 3 84.500000000000014 1.5000000000000002 2000.5000000000002 45.500000000000007 2018.5000000000002 4 5.5000000000000009 5 2002.5000000000002 5.5000000000000009 2.5000000000000004 6 2018.5000000000002 11.500000000000002 151.50000000000003 1997.5000000000002 9.5000000000000018 5.5000000000000009 5.5000000000000009 2.5000000000000004
decision_type=9 9 10 8 9 10 10 10 8 9 10 10 10 10 10 9 8 9 10 8 8 9 8 8 10 10 10 10 10 10
left_child=2 3 8 -2 7 6 9 -3 11 -6 13 26 20 14 15 16 -11 -17 19 -19 -9 -21 -15 -23 -8 -7 27 28 29 -1
right_child=1 4 -4 -5 5 25 24 12 -10 10 -12 -13 -14 22 -16 17 -18 18 -20 21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.4335024805047851e-06 -3.7889951780556431e-07 -0.00016504820078154126 8.7155880735423355e-05 4.8850902544899103e-05 -3.6329142086799497e-05 -0.00016265599332356828 0.00011478732799496072 2.9307685973378741e-06 -1.5544537610878705e-07 0.00050585363906112239 -0.00016811728764174917 0.0012138717047975689 6.5590751326638505e-05 -7.580763946606339e-06 -6.0883977431984708e-05 1.0640243041422082e-05 -1.5038874402293345e-05 4.1150742440194675e-05 1.4337805880799693e-05 -6.1979662333477842e-05 -6.4034173636393638e-05 0.001006555317443727 3.8655662277022884e-05 -2.3709256352937304e-05 1.2986484690600265e-05 -6.4645715013256221e-06 1.4326581782633241e-05 -5.2825449042224191e-05 -3.4219625468310254e-05 4.6591133378264259e-05
leaf_weight=59 154 49 50 78 112 84 25 25 561 42 59 29 37 36 73 121 64 112 109 248 90 40 81 264 45 29 148 48 37 50
leaf_count=59 154 49 50 78 112 84 25 25 561 42 59 29 37 36 73 121 64 112 109 248 90 40 81 264 45 29 148 48 37 50
internal_value=-0.00047973 -0.00135815 0.00128902 0.00213992 -0.00183371 -0.00141479 -0.00113128 -0.00481132 0.000943194 -0.00139501 -0.00106349 0.00241935 -0.00339869 -0.000839631 -0.00117318 -0.000879121 0.00205128 -0.00123757 -0.00170918 -0.00222556 -0.005 -0.00282098 0.00220339 -0.00139683 0.00394366 -0.00508772 0.00186589 0.000615385 0.00190476 0.00345455
internal_weight=2959 1977 982 232 1745 1544 1431 201 932 1361 1249 371 152 1190 1073 1000 106 894 773 664 115 552 117 304 70 113 342 194 146 109
internal_count=2959 1977 982 232 1745 1544 1431 201 932 1361 1249 371 152 1190 1073 1000 106 894 773 664 115 552 117 304 70 113 342 194 146 109
cat_boundaries=0 30 47 49 60 61 62 63
cat_threshold=1073741824 1050624 4 134217728 2147483648 0 0 0 0 0 0 133124 0 1049600 268435456 0 0 0 4096 8192 128 524288 16777216 8 0 0 0 0 524288 12288 0 16 1074790400 2097156 0 0 0 139264 0 16 0 256 0 268435456 0 32 1073741824 34 1049600 2 1 536870912 0 0 0 0 0 65536 0 8192 131216 80 4
is_linear=0
shrinkage=0.04


Tree=719
num_leaves=31
num_cat=12
split_feature=7 7 12 2 11 2 2 2 9 2 11 2 12 0 12 2 2 0 2 2 6 2 15 11 11 2 1 0 2 0
split_gain=3.0116 1.87325 0.942266 0.990738 0.7678 0.80776 1.52961 0.962644 0.758349 0.978747 1.03626 0.954757 1.24561 1.22782 1.09702 0.914978 1.07359 0.819189 0.686845 0.929916 0.657744 0.7644 0.655728 0.653683 0.594318 1.23679 0.587245 3.11486 0.754764 0.610909
threshold=0 1 2 15.500000000000002 3 13.500000000000002 69.500000000000014 38.500000000000007 4 4.5000000000000009 5 12.500000000000002 6 10.500000000000002 7 44.500000000000007 8.5000000000000018 10.500000000000002 12.500000000000002 24.500000000000004 8 9.5000000000000018 9 10 11 40.500000000000007 5.5000000000000009 38.20000000000001 6.5000000000000009 39.07500000000001
decision_type=9 9 9 8 9 8 10 8 9 8 9 10 9 8 9 10 8 10 10 10 9 10 9 9 9 8 8 10 8 10
left_child=20 2 3 -2 5 -3 7 -7 9 -6 15 14 13 -13 26 16 -11 -14 -18 -20 21 -1 -15 -16 -22 -26 28 -28 -10 -30
right_child=1 4 -4 -5 8 6 -8 -9 11 10 -12 12 17 22 23 -17 18 -19 19 -21 24 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00040951370296824055 6.0854616100769479e-05 -1.1223638219490795e-05 1.1413322500928302e-05 3.2885437657839136e-05 -0.00014416700719309007 1.1092938283638887e-05 -1.9415864715313093e-05 0.0019448123829035068 -4.1565066730733236e-05 0.00078115556130896378 -5.3248362062561229e-05 -0.00027181583583164582 6.3447250037391715e-05 2.5476224832203797e-05 5.6935540688840549e-06 2.3234166070338347e-05 -0.00014167914112238832 -1.9613872749921767e-05 6.8238068957242605e-05 -0.00042209464808195206 3.5406481586619519e-07 -4.710641538942184e-05 -1.8023835743008477e-06 2.1173102815055246e-05 -0.00023305353154366772 -2.783486292017301e-06 -0.00031606873922395806 0.0042422217597231793 0.00077396128876024758 3.4998711079481382e-06
leaf_weight=41 69 30 165 99 43 29 26 28 88 31 157 41 52 190 203 47 40 688 55 27 114 95 109 195 38 85 44 29 32 42
leaf_count=41 69 30 165 99 43 29 26 28 88 31 157 41 52 190 203 47 40 688 55 27 114 95 109 195 38 85 44 29 32 42
internal_value=-0.000395499 0.000101167 0.00284884 0.0049162 -0.00032186 0.00274194 0.005 0.00862069 -0.000499058 -0.0020438 -0.00139665 -0.00012761 -0.000851064 0.0011396 0.0011041 0.00056872 -0.000909091 -0.00175766 -0.00260163 -0.000481928 -0.00369792 -0.00598639 0.00206667 0.00234719 -0.00217742 -0.00402985 -0.00105691 -0.00405405 0.000245399 0.0032
internal_weight=2932 2559 333 168 2226 113 83 57 2113 400 357 1713 1080 340 633 200 153 740 122 82 373 136 299 398 237 123 235 73 162 74
internal_count=2932 2559 333 168 2226 113 83 57 2113 400 357 1713 1080 340 633 200 153 740 122 82 373 136 299 398 237 123 235 73 162 74
cat_boundaries=0 18 35 36 38 40 41 43 45 46 47 48 49
cat_threshold=16386 268435473 262144 264196 32 64 0 0 0 0 8192 192 0 0 67108864 0 16 768 0 0 1074790400 2105344 0 8192 33554432 8192 33554432 134225920 32768 2097152 128 268435456 0 32 1073746048 1253378 32769 2147549184 256 12448 36 8480 32 68176928 34 448 75497472 4 36
is_linear=0
shrinkage=0.04


Tree=720
num_leaves=31
num_cat=15
split_feature=8 12 6 1 3 9 11 12 3 13 17 3 16 3 3 3 3 9 6 12 8 9 3 1 4 4 12 4 3 3
split_gain=1.80493 1.20527 1.24267 1.11805 1.14497 1.08242 1.60167 1.00239 1.13058 1.08264 0.867447 0.967002 0.862675 0.812045 0.758934 1.57891 1.1325 0.966559 0.819098 0.937216 0.833089 0.679768 0.653531 0.620668 0.582254 0.573174 0.56207 0.584874 0.559353 0.653916
threshold=0 1 2 4.5000000000000009 2010.5000000000002 3 4 5 2022.5000000000002 6 7 1.0000000180025095e-35 8 2012.5000000000002 2001.5000000000002 2016.5000000000002 1996.5000000000002 9 10 11 12 13 1.0000000180025095e-35 5.5000000000000009 11029.500000000002 133.00000000000003 14 38500.000000000007 2012.5000000000002 2008.5000000000002
decision_type=9 9 9 10 8 9 9 9 8 9 9 10 1 8 10 10 10 9 9 9 9 9 10 8 10 10 9 8 10 10
left_child=5 2 3 -2 -5 6 7 8 -1 -10 24 -12 -8 -9 16 28 17 -3 19 23 -20 -21 25 -19 -4 -7 -22 -28 29 -16
right_child=1 14 10 4 -6 22 12 13 9 -11 11 -13 -14 -15 15 -17 -18 18 20 21 26 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.8884569552652979e-05 0.00021864316861783806 1.3459465721155085e-06 -0.00087438906963981826 0.00014592036311817936 -3.6336943783510377e-06 -8.0178402818482648e-05 5.2046264505456467e-05 0.00012379540993460837 0.00030154715326382588 3.232709765441655e-06 3.8114583891015739e-05 -2.2198903232890645e-05 1.0649220752299017e-05 -1.63203188429506e-05 -4.6197498326847606e-05 3.6051407694159821e-06 0.00011827400114519548 -1.0680233754349899e-05 2.0566133896693374e-06 0.00010710956536122751 -0.00014694633468891993 -5.194529921297431e-06 1.7162350591846122e-05 -4.3427204022030711e-05 -3.8244907089080017e-06 3.4470811281366312e-05 -0.00022151548887308081 -2.7215895767369601e-05 -0.00019497177629567374 -3.6052267301300848e-07
leaf_weight=42 64 206 60 71 206 110 96 28 121 161 131 103 59 292 61 84 25 84 107 111 135 103 25 26 40 25 25 260 39 42
leaf_count=42 64 206 60 71 206 110 96 28 121 161 131 103 59 292 61 84 25 84 107 111 135 103 25 26 40 25 25 260 39 42
internal_value=-0.000366972 -0.00105316 0.0003207 0.00198864 0.000935252 0.00105155 0.00165432 0.000732824 0.00226866 0.00325088 -0.0013913 0 0.00518072 -0.000845921 -0.00175891 -0.00387665 -0.00132964 -0.00153119 -0.00211137 -0.000477612 -0.0030855 0.00106667 -0.00187135 -0.00330579 -0.00432432 -0.00308824 -0.00389791 -0.00263514 -0.00643357 -0.00480769
internal_weight=2942 1983 675 341 277 959 799 644 324 282 334 234 155 320 1308 226 1082 1057 851 324 527 214 160 110 100 135 420 285 142 103
internal_count=2942 1983 675 341 277 959 799 644 324 282 334 234 155 320 1308 226 1082 1057 851 324 527 214 160 110 100 135 420 285 142 103
cat_boundaries=0 30 32 33 35 37 39 40 41 42 44 45 46 72 74 75
cat_threshold=268435456 2052 4 0 0 0 0 2147483648 1 0 0 133124 0 1048576 0 0 0 0 33554432 0 256 524288 20971520 0 0 1342177280 0 0 128 8192 16777250 2 284 0 6148 36 2147484160 16853024 32 12 26 2 0 16516 212 76032 0 8 0 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 0 0 2147483648 0 0 0 0 16384 0 2048 68339712
is_linear=0
shrinkage=0.04


Tree=721
num_leaves=31
num_cat=5
split_feature=7 7 0 8 2 2 2 1 9 3 3 0 4 2 4 2 2 2 3 4 4 2 2 2 2 7 2 4 2 0
split_gain=2.29909 1.9272 1.05933 1.02246 0.893482 1.0307 2.33714 1.28542 0.862437 1.00963 0.826608 0.734002 0.731713 0.936207 0.709597 0.709561 0.593881 1.00285 0.644621 0.571202 0.577161 0.56697 0.812892 0.531353 0.528198 0.51179 1.07618 0.776685 0.676116 0.508437
threshold=0 1 29.500000000000004 2 2.5000000000000004 25.500000000000004 35.500000000000007 5.5000000000000009 3 1994.5000000000002 1996.5000000000002 35.600000000000009 2772799500.0000005 63.500000000000007 21074995000.000004 41.500000000000007 129.50000000000003 50.500000000000007 1971.5000000000002 1445190000.0000002 72000.000000000015 40.500000000000007 7.5000000000000009 27.500000000000004 12.500000000000002 4 81.500000000000014 152.50000000000003 3.5000000000000004 27.250000000000004
decision_type=9 9 10 9 8 10 10 10 9 10 8 10 8 10 10 10 10 10 10 10 10 8 10 8 10 9 10 8 10 10
left_child=11 2 -2 4 -3 29 -7 16 9 -5 -10 -1 -4 21 19 23 17 -8 -18 20 25 22 -14 24 -13 26 28 -27 -12 -6
right_child=1 3 12 8 5 6 7 -9 10 -11 14 15 13 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00021024109041452023 0.00014223385468763893 7.1600608464628121e-05 0.00013341366089214546 0.0001241267057194051 -5.0553964764361582e-05 3.5748999616984637e-05 0.00012555741246909947 -5.9284777892045785e-05 -5.7797694279777545e-05 -8.0437934287331815e-05 -1.0603270315812096e-06 -9.7565133306112275e-05 0.00012262014224020845 -0.0001490771091362575 -7.7600526750565288e-05 2.3971848162389621e-05 2.5247088365034644e-05 -0.00034542105931329559 7.3682183513241743e-05 1.2921087092365725e-06 -0.00017208100779981806 0.0014398757574637954 -3.9935405026056967e-05 -8.7184081095372792e-05 6.4057518346771759e-06 -0.00013275826460294127 1.203895417368983e-05 -2.7368320559162386e-06 -4.4349598393793601e-05 -2.8944301161004659e-06
leaf_weight=36 36 30 25 94 31 42 26 37 52 64 45 58 37 34 26 33 31 38 25 61 25 27 53 45 41 50 65 1454 111 237
leaf_count=36 36 30 25 94 31 42 26 37 52 64 45 58 37 34 26 33 31 38 25 61 25 27 53 45 41 50 65 1454 111 237
internal_value=-0.000478114 -0.000159017 0.00340807 -0.000469667 0.00114173 0.000726496 0.0029 0.000632911 -0.000864917 0.00189349 -0.00110526 -0.004375 0.00225989 0.00118421 -0.000968444 -0.00348315 0.00264463 0 0.00561404 -0.000871965 -0.00100514 0.00288136 0.00131868 -0.00468966 -0.003 -0.000915411 -0.00267241 -0.000633663 -0.00458599 -0.000892193
internal_weight=2969 2756 212 2544 497 467 199 157 2047 158 1889 213 176 151 1837 177 120 64 56 1811 1750 117 90 144 99 1725 221 1504 156 268
internal_count=2969 2756 212 2544 497 467 199 157 2047 158 1889 213 176 151 1837 177 120 64 56 1811 1750 117 90 144 99 1725 221 1504 156 268
cat_boundaries=0 17 35 65 67 84
cat_threshold=268435458 1 0 2560 65536 2 0 0 0 671088640 0 0 128 0 67108864 0 16 1 16 34603008 8192 524288 64 0 268443648 0 8208 0 2097152 0 0 0 0 1073741824 256 1342177296 8 4 0 2147483648 0 0 2147483648 0 0 0 4 0 1048576 0 4096 0 0 33558528 0 128 0 0 0 0 0 64 0 0 8192 1073741824 48 0 128 0 4 32 0 0 0 2048 32 0 0 16 0 0 0 4096
is_linear=0
shrinkage=0.04


Tree=722
num_leaves=31
num_cat=11
split_feature=7 8 2 0 12 12 0 15 2 9 1 12 2 11 1 1 2 2 0 9 2 9 12 2 0 2 0 1 2 2
split_gain=2.29544 2.24857 1.77932 1.50027 1.89313 1.15389 1.54079 1.11044 1.21215 1.05217 1.18093 0.963798 1.14764 0.949395 0.892778 0.880448 1.06008 1.61701 0.826325 0.778271 0.751511 0.738646 1.1228 1.26485 0.939867 0.839575 0.940171 0.730244 0.683736 0.658384
threshold=0 1 73.500000000000014 26.500000000000004 2 3 51.32500000000001 4 2.5000000000000004 5 5.5000000000000009 6 28.500000000000004 7 5.5000000000000009 4.5000000000000009 14.500000000000002 9.5000000000000018 47.750000000000007 8 32.500000000000007 9 10 45.500000000000007 18.500000000000004 35.500000000000007 39.07500000000001 4.5000000000000009 103.50000000000001 19.500000000000004
decision_type=9 9 10 10 9 9 8 9 8 9 8 9 8 9 8 10 10 10 8 9 10 9 9 8 10 8 10 10 10 10
left_child=9 -2 5 -4 28 13 7 21 -9 11 -11 15 -13 -3 -6 -1 17 -17 19 27 -14 22 25 24 -24 26 -7 -15 -5 -10
right_child=1 2 3 4 14 6 -8 8 29 10 -12 12 20 18 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012338534113954581 -2.1356544477342255e-05 -4.8174599128643083e-05 3.7611323495454487e-05 5.5298588199548247e-06 4.3795733557772107e-06 0.00029981663977736163 -4.3996468138303157e-05 0.00019665101434384268 -1.969452078689926e-05 -0.00010078300649439598 6.5723219211832884e-07 3.0330199702888193e-07 -6.4830620563753881e-05 0.00042418234987614769 -3.5609135090695077e-05 1.195722011630096e-05 3.5675132123458298e-06 -4.5213485557411561e-05 7.0552887417107976e-05 0.00013781999904185937 -2.0324584282960245e-05 6.4246740580919948e-05 7.3994362159623959e-06 0.00025310261247788899 -9.2339506633507538e-05 -3.3557367495582472e-05 3.5752894360499003e-05 -4.3507658731911644e-06 0.00039243929530073272 -6.423013963754442e-05
leaf_weight=66 215 149 51 47 121 25 31 31 277 82 36 108 25 46 49 51 193 37 29 208 159 108 31 33 147 26 64 270 85 127
leaf_count=66 215 149 51 47 121 25 31 31 277 82 36 108 25 46 49 51 193 37 29 208 159 108 31 33 147 26 64 270 85 127
internal_value=-0.000334699 0.000330124 0.00076297 0.00333333 0.00224422 0.000199626 -0.000746432 -0.000436782 -0.00183857 -0.00221354 -0.0055814 -0.00150769 -0.00316832 0.00140252 -0.000662983 -5.58659e-05 0.000921986 -0.00269663 0.00216312 0.00182857 -0.00518919 0.000988764 0 -0.00171171 -0.00312849 0.00301587 0.00511111 0.000489297 0.00559441 -0.00246914
internal_weight=2927 2170 1955 353 302 1602 900 869 435 757 118 639 292 702 170 347 281 88 553 524 184 434 326 211 178 115 89 316 132 404
internal_count=2927 2170 1955 353 302 1602 900 869 435 757 118 639 292 702 170 347 281 88 553 524 184 434 326 211 178 115 89 316 132 404
cat_boundaries=0 18 45 46 48 49 51 53 56 58 60 61
cat_threshold=16386 1 536870912 2052 2 8194 0 268566528 33619968 134217728 0 0 16 0 67108864 0 16 128 268435456 2 0 0 2147549184 1 0 0 0 0 0 0 10240 0 0 0 0 0 0 8192 2147483904 0 0 8 0 0 64 1122 84028418 2 201326592 0 26660 67273058 32 32800 512 524288 0 18448 0 2180 1065056
is_linear=0
shrinkage=0.04


Tree=723
num_leaves=31
num_cat=10
split_feature=8 3 17 12 3 9 6 4 2 1 3 9 6 3 2 4 2 4 3 5 3 2 12 2 9 2 15 4 2 2
split_gain=1.39781 1.55398 1.29699 0.924758 1.33593 1.26014 1.21554 0.991907 1.00409 1.47448 0.945215 0.897423 1.62965 1.45614 1.24588 0.890117 0.851406 0.761165 0.75511 0.733368 0.720864 0.716935 0.686669 0.580167 0.570366 0.684186 0.718471 0.794893 0.565062 0.561445
threshold=0 2014.5000000000002 1 2 2014.5000000000002 3 4 3550.0000000000005 3160.5000000000005 3.5000000000000004 2007.5000000000002 5 6 1989.5000000000002 34.500000000000007 2050.0000000000005 25.500000000000004 8400.0000000000018 2018.5000000000002 1.5000000000000002 2016.5000000000002 36.500000000000007 7 20.500000000000004 8 8.5000000000000018 9 1732015000.0000002 5.5000000000000009 19.500000000000004
decision_type=9 10 9 9 10 9 9 8 8 10 8 9 9 10 10 8 10 8 8 10 8 10 9 10 9 8 9 10 10 10
left_child=1 2 -1 4 7 6 18 -2 9 -9 16 13 14 22 -13 -12 -7 -4 -5 -8 -17 -14 -11 -24 -22 28 -27 -28 -26 -6
right_child=3 -3 17 5 29 10 19 8 -10 11 15 12 21 -15 -16 20 -18 -19 -20 -21 24 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-4.9650258797839801e-06 -6.0990750120986095e-05 -0.00010490666436030694 2.5419162271411723e-05 -0.0014977435086912295 5.5675213906880571e-06 -6.6964593726481782e-06 1.0621619847555054e-05 4.1693392479444922e-05 -0.00013276600302731368 1.8017890670307679e-06 2.3768607733991586e-05 1.1746179847804684e-06 2.4066473071968632e-05 -0.00010271614520153349 -0.00018572768530216168 -9.0464584482923276e-05 8.423920405292052e-05 3.0996924473569718e-05 -8.5192581535267214e-05 -7.1014616002607059e-05 3.527236523741095e-05 0.00020133230700270844 -3.9965056136637149e-05 -7.4014025715385403e-06 -1.914416949979625e-05 8.1238924080651036e-06 -2.6410670137977378e-06 -0.0003588744312623504 -0.00039437423428800855 3.6436242154387344e-05
leaf_weight=142 66 44 26 26 48 50 131 89 96 139 66 70 85 86 40 52 73 295 75 42 124 38 115 138 99 348 237 29 27 30
leaf_count=142 66 44 26 26 48 50 131 89 96 139 66 70 85 86 40 52 73 295 75 42 124 38 115 138 99 348 237 29 27 30
internal_value=-0.000150325 0.00173745 0.0024569 -0.00055144 -0.00144624 0.000129496 -0.00224561 -0.00186916 -0.00151616 -0.00104869 0.000734767 -0.0016573 0.000409836 -0.00261759 -0.00297521 0.000325534 0.00403226 0.00379518 -0.00553571 -0.000108696 0 0.00343284 -0.0016285 -0.00280303 0.000277457 -0.000159787 0.000390244 -0.00115523 -0.00283465 0.0035443
internal_weight=2926 507 463 2419 1040 1379 274 962 896 800 1105 711 233 478 110 982 123 321 101 173 916 123 392 253 864 740 614 266 126 78
internal_count=2926 507 463 2419 1040 1379 274 962 896 800 1105 711 233 478 110 982 123 321 101 173 916 123 392 253 864 740 614 266 126 78
cat_boundaries=0 29 30 32 34 35 37 38 39 41 42
cat_threshold=268435456 1050632 4 134217728 2147557376 0 0 0 1 32768 0 2052 0 0 268435456 0 0 0 4096 0 128 0 0 0 0 268451840 0 0 524288 9 17024064 2 1 20608 196 0 2068 140 32832 0 8240 201326592
is_linear=0
shrinkage=0.04


Tree=724
num_leaves=31
num_cat=11
split_feature=7 8 12 2 2 8 12 6 9 4 9 9 9 2 2 3 4 12 2 2 2 2 2 2 0 2 0 5 2 2
split_gain=3.35671 2.41386 2.35755 1.14712 1.78066 1.07875 1.22171 1.39211 1.30303 1.12961 1.01391 1.01002 0.99688 1.17865 0.9809 0.963985 0.950734 0.831627 0.76824 0.739077 0.842411 1.1746 0.72227 1.89087 0.986121 0.714077 0.712023 0.68121 0.679033 0.875076
threshold=0 1 2 12.500000000000002 7.5000000000000009 3 4 5 6 313.50000000000006 7 8 9 83.500000000000014 2.5000000000000004 2009.5000000000002 73656950000.000015 10 95.500000000000014 56.500000000000007 94.500000000000014 171.00000000000003 31.500000000000004 24.500000000000004 35.850000000000009 7.5000000000000009 16.750000000000004 2.5000000000000004 19.500000000000004 99.000000000000014
decision_type=9 9 9 8 10 9 9 9 9 10 9 9 9 8 10 10 8 9 8 8 8 10 10 10 10 10 10 8 8 10
left_child=2 3 10 4 -2 -3 8 12 9 -7 27 18 13 22 -14 17 -16 -9 -12 -5 -21 -22 23 24 26 -13 -8 -1 -4 -30
right_child=1 5 28 19 -6 6 7 15 -10 -11 11 25 14 -15 16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-8.5839288719711255e-05 3.0023125967879594e-05 -3.2680680905272655e-05 4.0549122547659521e-05 0.00010297542987771636 -5.2012990246552708e-05 -3.2050844989370832e-05 -4.7365346069838667e-06 -8.3714038574349557e-05 1.5019086791312475e-06 1.8284630430542849e-05 -1.6863866595961953e-05 -5.6670295482561526e-05 0.0015979506318884874 -4.8580007970357995e-05 0.00041384077239165151 -0.00028462291906254932 -1.8974601452512731e-05 -1.0331086429715698e-05 0.00038767758373715823 -2.3883236469401936e-05 2.3737066199842615e-05 -1.921554480880161e-05 1.0337842483529869e-05 -8.8650849259934715e-05 -0.00037802657913459824 0.00085058628753806429 2.0416910805636236e-05 -8.3645027329168892e-05 1.6411774744042872e-05 0.00047174851774709484
leaf_weight=29 78 258 98 127 50 99 32 108 641 30 204 37 30 99 27 46 108 141 39 25 27 35 96 27 52 84 29 85 177 28
leaf_count=29 78 258 98 127 50 99 32 108 641 30 204 37 30 99 27 46 108 141 39 25 27 35 96 27 52 84 29 85 177 28
internal_value=-0.000542925 -0.0013511 0.00169192 0.00169972 -0.00124031 -0.00193021 -0.00151015 -0.00260546 -0.000358515 -0.00385714 -8.17996e-05 0.00096 -0.00125245 -0.00248555 0.00125 -0.00477124 -0.000147059 -0.00392 -0.000551181 0.00353488 0.000681818 0.0031746 -0.00101266 -0.00283688 -0.000526316 0.00378788 0.00290323 -0.0032 0.0043949 0.00320388
internal_weight=2946 2165 781 342 128 1823 1565 795 770 129 478 364 500 335 165 295 135 249 243 214 87 62 236 140 113 121 61 114 303 205
internal_count=2946 2165 781 342 128 1823 1565 795 770 129 478 364 500 335 165 295 135 249 243 214 87 62 236 140 113 121 61 114 303 205
cat_boundaries=0 18 47 49 76 77 78 80 82 84 86 88
cat_threshold=131073 0 1611669504 534528 34 134217730 4325376 8192 0 8224 32 256 0 268435456 0 0 1073746048 384 1342177280 2048 4 0 0 0 0 2147483648 1 0 0 2052 2048 0 0 0 0 0 33554432 0 128 0 0 8 0 268451840 0 0 524288 83937314 32 16 4 0 0 0 0 262144 0 0 0 0 0 8256 0 0 0 0 0 0 2048 2147483904 0 0 0 0 0 64 83937346 202 0 4100 0 28800 0 2048 0 2208 139520 32
is_linear=0
shrinkage=0.04


Tree=725
num_leaves=31
num_cat=10
split_feature=7 8 4 9 2 7 2 3 7 2 12 0 2 0 8 6 2 0 4 3 4 2 12 2 4 2 3 0 2 6
split_gain=2.98526 1.8604 1.47299 1.29448 1.2385 1.17371 1.23972 1.13989 1.34853 0.985951 0.925261 1.54762 0.93166 0.92225 0.896219 1.24345 1.50495 1.56207 1.11624 1.09329 1.05501 0.994427 0.970327 1.15149 2.0521 0.8855 0.857872 1.14433 0.836741 0.758292
threshold=0 1 215.00000000000003 2 182.50000000000003 3 1472.5000000000002 2002.5000000000002 4 8.5000000000000018 5 24.500000000000004 23.500000000000004 39.07500000000001 6 7 16.500000000000004 39.07500000000001 10438345000.000002 1983.0000000000002 64507855000.000008 19.500000000000004 8 66.500000000000014 2331015000.0000005 231.50000000000003 2004.5000000000002 20.500000000000004 52.500000000000007 9
decision_type=9 9 10 9 10 9 10 8 9 10 9 10 8 10 9 9 10 10 8 8 8 10 9 8 8 10 8 8 8 9
left_child=3 2 4 13 -2 9 14 -5 10 -3 -9 -12 -13 -1 18 16 17 -16 -7 -17 -20 -22 29 26 -25 -26 -24 -28 -15 -21
right_child=1 5 -4 7 -6 6 -8 8 -10 -11 11 12 -14 28 15 19 -18 -19 20 22 21 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=1.3297030160117628e-05 -1.0936169454822675e-06 -1.5543350269453528e-05 2.1214661952768665e-05 -7.5505445322150428e-05 0.00056981786774663596 -0.00015893404387554711 -0.00029296908030147507 1.5537293570844213e-05 4.8669913828334189e-05 -4.6225369803210019e-05 -3.681022449285365e-05 0.00016068902725756119 -0.00019961148498744309 -0.00012556054263207272 0.0039924275899463173 6.4080951444225322e-05 0.00028608680259921469 -0.00031999685687850388 1.3800182893071168e-05 -1.0879275659902988e-06 -4.182568393868991e-05 -7.6885304944482866e-05 -0.00049732678569764494 -9.5734988812026252e-05 5.8685503030559974e-05 -1.5899433727639689e-06 -0.00031872233885394508 -4.9794317015994239e-06 2.066955912724211e-05 -9.5313649850652389e-05
leaf_weight=48 638 46 38 33 33 32 28 108 244 91 30 55 45 71 30 27 56 53 26 116 58 33 46 25 123 41 29 416 35 264
leaf_count=48 638 46 38 33 33 32 28 108 244 91 30 55 45 71 30 27 56 53 26 116 58 33 46 25 123 41 29 416 35 264
internal_value=-0.000356286 -0.0010531 0.000638889 0.00197059 0.000208333 -0.00183108 -0.00145686 0.00292776 0.00347826 -0.00527027 0.0011245 -0.00113475 0.00118812 -0.00121212 -0.0012936 -0.000905416 0.00253333 -0.000714286 -0.004125 -0.00136612 -0.00254237 -0.00456522 -0.00158341 -0.000636758 0.002 0.00363636 -0.00166667 -0.00112108 -0.00336449 -0.00317136
internal_weight=2918 2249 709 669 671 1540 1403 515 482 137 238 130 100 154 1375 1226 139 83 149 1087 117 91 1060 680 189 164 491 445 106 380
internal_count=2918 2249 709 669 671 1540 1403 515 482 137 238 130 100 154 1375 1226 139 83 149 1087 117 91 1060 680 189 164 491 445 106 380
cat_boundaries=0 18 45 47 64 82 84 98 99 101 102
cat_threshold=268566531 128 1678778368 8192 32 0 0 805314560 65536 134225952 0 128 0 0 0 32 1073741952 256 0 8 4 134217728 0 0 0 2147483648 0 0 0 2048 8192 1048576 0 0 0 0 4096 10240 128 0 20971520 8 0 268435456 4 256 24580 0 16 0 4 524288 134217728 0 0 33554432 16 0 0 0 0 0 0 4096 2 0 536870912 0 32 0 0 0 65536 32 0 128 0 0 0 0 1073741824 256 67160096 32 268435456 2048 0 0 2147483648 1 0 0 0 0 0 0 2048 512 2 116736 34 320
is_linear=0
shrinkage=0.04


Tree=726
num_leaves=31
num_cat=15
split_feature=7 7 9 4 4 3 6 4 9 11 12 4 3 3 7 11 3 3 17 5 18 13 3 4 12 3 12 5 0 11
split_gain=2.48216 1.79171 1.28304 0.993513 1.01885 0.991305 0.736995 0.68507 0.984117 0.696259 1.11981 1.34505 0.753071 0.733466 0.630998 0.991992 0.698271 0.998241 0.89359 1.00716 0.58323 0.531881 1.4779 1.00453 0.715646 0.91293 0.69996 0.799329 0.525191 0.497661
threshold=0 1 2 1317685000.0000002 7470085000.000001 1988.5000000000002 3 199.50000000000003 4 5 6 1511170000.0000002 1996.5000000000002 2018.5000000000002 7 8 2018.5000000000002 2007.5000000000002 9 4.5000000000000009 10 11 2010.5000000000002 520.00000000000011 12 1994.5000000000002 13 1.5000000000000002 16.750000000000004 14
decision_type=9 9 9 8 8 8 9 8 9 9 9 10 10 10 9 9 8 10 9 8 9 9 10 8 9 10 9 10 10 9
left_child=3 2 -2 -1 -5 -3 -6 -7 -9 12 14 13 -10 20 -11 28 17 -17 19 -18 -12 23 24 -22 -23 -26 -25 29 -16 -28
right_child=1 5 -4 4 6 7 -8 8 9 10 11 -13 -14 -15 15 16 18 -19 -20 -21 21 22 -24 26 25 -27 27 -29 -30 -31
leaf_value=7.1221483796506398e-05 -9.8961185861057295e-06 0.00050017018213210918 -0.00011062767777175964 -0.00016237685225959809 0.00014942494263987528 -3.7740635823908519e-05 -3.3121321784790326e-07 -0.00011572259535356011 3.1764868677015556e-05 -3.5751705865365578e-05 -0.00023728085708782487 2.5019535464920751e-05 -9.5280369340571265e-05 1.0569209350563825e-05 -1.0218099415126858e-06 -3.8795692711275368e-05 -1.0710555505113462e-05 2.6827337312624876e-05 -5.1061698091778853e-05 0.00031919308061347353 1.517957701103967e-05 2.5184960494328835e-05 -0.00026117846885362897 7.1821787155101904e-06 -3.5828771972035156e-06 0.00011282545918078312 -3.1765194543211806e-05 -0.00013408308682759441 0.00012597248308857445 -1.0077662286533951e-06
leaf_weight=49 200 41 132 26 132 62 136 149 102 117 45 26 29 45 86 74 39 61 368 68 27 125 27 142 201 28 145 26 44 221
leaf_count=49 200 41 132 26 132 62 136 149 102 117 45 26 29 45 86 74 39 61 368 68 27 125 27 142 201 28 145 26 44 221
internal_value=-0.000840619 -0.0012571 -0.00396501 0.00231638 0.00149153 -0.000848852 0.00223048 -0.000965456 -0.000846995 -0.00060282 -0.000799585 7.48363e-05 0.00211268 -0.000154889 -0.00186636 -0.00138482 -0.00206119 0.000441176 -0.00281513 0.000508475 -0.000384615 -0.000169671 0.000969388 -0.000944056 0.00169014 0.00025 -0.00134579 -0.00218362 0.00170213 -0.00174387
internal_weight=2973 2630 332 343 294 2298 268 2257 2195 2046 1915 1058 131 1032 857 740 610 135 475 107 987 942 381 561 354 229 534 392 130 366
internal_count=2973 2630 332 343 294 2298 268 2257 2195 2046 1915 1058 131 1032 857 740 610 135 475 107 987 942 381 561 354 229 534 392 130 366
cat_boundaries=0 18 35 37 38 40 42 44 51 52 53 54 55 56 58 59
cat_threshold=1 128 1074790400 524288 34 8192 0 8192 0 8192 32 0 0 268435456 0 32 1073741952 128 268435456 17 536870912 0 524288 2 0 536870912 33554432 134217728 8192 448 8388736 0 67108864 0 16 0 18576 132 256 48 32768 2147484160 19554 2 2 0 0 4 0 0 131072 32 38 4 10 68190464 16777216 32 32
is_linear=0
shrinkage=0.04


Tree=727
num_leaves=31
num_cat=13
split_feature=11 8 12 3 8 3 2 17 4 4 2 8 16 16 12 2 2 1 2 12 4 2 12 5 11 2 2 2 2 12
split_gain=1.78551 1.35168 1.91926 1.84134 1.40564 0.978745 0.990602 0.944767 1.07554 0.907415 0.879092 0.826393 1.03031 0.899266 1.16921 0.970622 1.06004 0.802865 0.797315 0.694604 0.692635 1.20988 0.668337 1.09199 0.948504 2.27551 1.03709 0.611008 0.601402 0.56926
threshold=0 1 2 2014.5000000000002 3 2014.5000000000002 39.500000000000007 4 29019565000.000004 8015305000.000001 13.500000000000002 5 6 7 8 50.500000000000007 23.500000000000004 5.5000000000000009 99.000000000000014 9 963180000.00000012 17.500000000000004 10 2.5000000000000004 11 11.500000000000002 20.500000000000004 22.500000000000004 2.5000000000000004 12
decision_type=9 9 9 10 9 10 10 9 8 8 10 9 1 1 9 8 10 10 10 9 10 10 9 8 9 8 10 8 8 9
left_child=18 2 7 4 19 11 17 10 -9 -6 -2 12 -3 20 -15 16 -16 -7 -1 -4 22 -22 23 -13 26 -26 -25 -21 -24 -30
right_child=1 5 3 -5 9 6 -8 8 -10 -11 -12 13 -14 14 15 -17 -18 -19 -20 27 21 -23 28 24 25 -27 -28 -29 29 -31
leaf_value=-0.00010770505124590102 -0.00012727284753133005 -5.2351283178673213e-05 2.891692852294625e-05 -4.5075683360096264e-05 -2.744835078551944e-06 -1.6196833875312678e-05 6.6476748803019351e-05 2.3469133933851082e-05 -6.2045077084249556e-06 0.00034346944566195249 4.1650150649275021e-07 3.7242549382021653e-05 6.8199669040325262e-06 -0.00015924036033716505 -1.6651271548795421e-06 -3.8256503508620202e-05 8.3360049046241611e-05 0.00052565340039450353 -4.5093960867603755e-06 -2.7739877591343999e-05 -7.4623371658120167e-05 2.3835910390346271e-07 -0.00019132397285495984 -0.00036320023611576604 0.0016529578368879073 5.3093090618006044e-06 1.5173339240348583e-05 1.5264494074784807e-06 3.1108021197212566e-07 -5.5837165460026486e-05
leaf_weight=77 71 106 173 33 32 121 26 50 426 153 39 60 31 113 65 53 28 25 40 49 40 25 35 104 31 151 72 85 440 254
leaf_count=77 71 106 173 33 32 121 26 50 426 153 39 60 31 113 65 53 28 25 40 49 40 25 35 104 31 151 72 85 440 254
internal_value=-0.000531738 -0.000323915 0.000766488 0.0025 0.0031643 -0.00100503 0.00184971 -0.00080402 0 0.00581633 -0.00396694 -0.00131759 -0.00418919 -0.00101215 -0.00315385 -0.000509554 0.00191489 0.000544218 -0.00515625 0.00132075 -0.000560594 -0.00454545 -0.00033101 0.000932401 0.000111421 0.00207254 -0.00192513 -0.000827586 -0.00105405 -0.000805755
internal_weight=3008 2891 1111 525 492 1780 172 586 476 185 110 1608 137 1471 259 146 93 146 117 307 1212 65 1147 418 358 182 176 134 729 694
internal_count=3008 2891 1111 525 492 1780 172 586 476 185 110 1608 137 1471 259 146 93 146 117 307 1212 65 1147 418 358 182 176 134 729 694
cat_boundaries=0 3 33 35 58 59 88 89 90 92 93 95 96 97
cat_threshold=2214592514 1573376 2048 268435472 2052 0 0 2147557376 0 0 2147483648 0 32768 0 2052 8192 1049088 268435456 0 0 0 4096 2048 0 0 20971520 8 0 0 0 0 0 4096 247072 32 0 0 0 0 2147483648 0 0 2147483648 0 0 0 0 0 512 268435456 0 0 0 0 0 0 0 16777216 40 1073741824 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2147483904 0 0 0 0 0 0 0 524288 2 2 34882 32 10242 1220928 2 4 67175426
is_linear=0
shrinkage=0.04


Tree=728
num_leaves=31
num_cat=15
split_feature=8 1 12 8 5 9 6 4 17 4 5 12 17 4 11 12 11 13 12 12 0 0 0 1 6 0 1 1 0 0
split_gain=1.92125 1.05926 0.999111 1.26113 1.28384 0.940657 0.918188 1.10722 0.89999 1.75522 0.903331 0.882096 0.83545 0.730275 0.70156 0.660735 0.642832 1.20071 0.844605 0.794703 0.698382 0.678087 0.625405 0.553862 0.530711 0.712457 0.590217 0.466634 0.456481 0.423801
threshold=0 5.5000000000000009 1 2 1.5000000000000002 3 4 9330535000.0000019 5 4.0000000000000009 2.5000000000000004 6 7 86.000000000000014 8 9 10 11 12 13 30.500000000000004 9.5000000000000018 37.750000000000007 5.5000000000000009 14 39.07500000000001 1.5000000000000002 5.5000000000000009 24.500000000000004 35.850000000000009
decision_type=9 10 9 9 10 9 9 10 9 10 10 9 9 10 9 9 9 9 9 9 10 10 10 10 9 10 10 10 10 10
left_child=1 11 3 -2 5 -5 22 12 9 -4 16 29 -8 -13 15 27 17 18 23 -18 -20 -21 -7 -10 25 -23 -26 -14 -28 -1
right_child=2 -3 8 4 -6 6 7 -9 10 -11 -12 13 14 -15 -16 -17 19 -19 20 21 -22 24 -24 -25 26 -27 28 -29 -30 -31
leaf_value=7.9354665103181781e-06 2.4277747610348399e-05 -6.6717820031882979e-05 0.00044312779160144089 -9.1692668970964062e-05 2.4160902014287443e-05 0.0001941034070995329 -0.00015042442079369779 1.1074265521244797e-05 7.7979619669577004e-06 -6.3925870107794936e-06 -4.3882985406540346e-05 -6.3834083423124351e-05 -1.9566012916527599e-07 2.0255427126514292e-06 -0.00010655875418837724 -2.6258140889012793e-05 -5.4582274556551627e-05 -9.1194122932236606e-06 0.00086044885026247185 -1.9855174942122744e-05 4.9453638355458909e-05 2.5716728311664383e-06 1.9092529615960529e-06 -9.082192986873849e-05 -0.00015199814235799635 -0.00019451631937904778 4.2371149853437371e-06 2.8444611199986981e-05 4.3117034737178981e-05 -7.356360296810749e-06
leaf_weight=37 174 51 74 101 79 25 173 45 103 32 28 168 199 30 166 206 237 186 32 30 93 58 135 28 25 44 164 37 92 86
leaf_count=37 174 51 74 101 79 25 173 45 103 32 28 168 199 30 166 206 237 186 32 30 93 58 135 28 25 44 164 37 92 86
internal_value=-0.000802994 -0.00344648 -0.00040357 -0.0011547 -0.00163127 -0.00200368 -0.00156469 -0.00210275 0.000420372 0.00376068 7.07339e-05 -0.00267081 -0.00248082 -0.00421053 -0.00168013 -0.000794702 0.000256176 0.0014128 0.00314607 -0.000544629 0.00544118 0.000518868 0.00116959 0.000704225 0.000989583 -0.00141593 0.00184932 0.000647773 0.00249027 0.000149254
internal_weight=2938 372 2566 1340 1166 1087 986 826 1226 106 1120 321 781 198 608 442 1092 442 256 650 125 413 160 131 383 102 281 236 256 123
internal_count=2938 372 2566 1340 1166 1087 986 826 1226 106 1120 321 781 198 608 442 1092 442 256 650 125 413 160 131 383 102 281 236 256 123
cat_boundaries=0 30 31 46 48 49 50 51 52 54 55 57 58 59 61 62
cat_threshold=0 10 0 0 65536 0 0 0 0 0 0 33685504 2048 0 0 4096 0 0 0 8192 2147483648 0 4194304 0 0 0 0 0 128 12288 84066370 16 0 0 134217728 0 0 262144 2147483648 0 0 0 0 8192 1048576 268435456 0 4112 18 49 50498 26 36 1536 16793602 16388 2147549696 10 75008 1050624 32 276
is_linear=0
shrinkage=0.04


Tree=729
num_leaves=31
num_cat=13
split_feature=7 8 7 0 12 4 2 2 2 15 12 9 9 12 2 0 5 12 12 2 2 2 12 0 11 2 0 2 0 2
split_gain=2.68425 3.19376 2.06026 1.36734 2.05686 1.23984 1.21138 1.13886 1.34651 1.03393 1.07143 1.04499 0.889148 2.11522 0.901843 1.23525 0.858207 0.777894 0.766857 0.866926 0.948353 2.42406 0.910624 0.9342 0.903198 0.898466 0.894872 0.634431 0.668604 0.62747
threshold=0 1 2 35.250000000000007 3 22.000000000000004 37.500000000000007 403.00000000000006 78.500000000000014 4 5 6 7 8 7.5000000000000009 32.500000000000007 3.5000000000000004 9 10 21.500000000000004 45.500000000000007 58.500000000000007 11 38.20000000000001 12 29.500000000000004 35.250000000000007 22.500000000000004 39.07500000000001 16.500000000000004
decision_type=9 9 9 10 9 10 8 10 8 9 9 9 9 9 10 10 8 9 9 10 10 10 9 10 9 10 10 10 10 10
left_child=12 3 5 -2 6 -3 -5 8 9 10 -4 16 13 14 -1 -16 -11 -10 -13 24 22 26 25 -24 29 -21 -22 28 -12 -20
right_child=1 2 7 4 -6 -7 -8 -9 17 11 27 18 -14 -15 15 -17 -18 -19 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.1368835303454715e-06 -0.00038947931037181861 0.00091468636477742393 -7.7575632804105518e-05 -3.8010523857820997e-05 4.5069587061163926e-06 -1.6319332003966736e-05 -0.00022425246808587928 7.9186252793235208e-05 1.443146150815977e-05 -1.8027760347649747e-06 -2.5579956852155307e-05 -5.4782792299690189e-06 -7.4094169343972289e-05 -2.62022930505168e-05 -7.5165433701585014e-06 0.00029747502896643852 -3.6101877156724525e-05 -4.8025706034238169e-05 7.7803567170420252e-06 2.9491809571524642e-06 0.00026609454256412593 -8.934839651431048e-07 0.00018633927081552316 -3.5007304045997505e-05 3.9281520470098029e-05 -0.00010882750298790711 0.00057014840857178234 1.8153913007594726e-05 1.4417911580792975e-05 2.2825094211960108e-05
leaf_weight=25 54 87 102 71 141 26 51 71 100 155 37 232 144 143 27 52 47 286 258 36 30 91 57 80 235 64 33 72 59 48
leaf_count=25 54 87 102 71 141 26 51 71 100 155 37 232 144 143 27 52 47 286 258 36 30 91 57 80 235 64 33 72 59 48
internal_value=-0.000397942 8.68193e-05 0.000631484 -0.00359756 -0.0025 0.00564516 -0.00601504 0.0003327 0.000158181 0.000659743 -0.00156584 0.00110385 -0.00343284 -0.00178295 0.00243478 0.00475 -0.00150235 -0.00196382 0.00156596 0.00207847 0.000663265 0.00309677 -0.00092437 0.00121622 0.00313653 -0.0036036 0.0090625 0.000446927 -0.00164948 0.0015142
internal_weight=2914 2523 2206 317 263 113 122 2093 2022 1636 270 1366 391 247 104 79 202 386 1164 932 391 154 237 137 541 100 63 168 96 306
internal_count=2914 2523 2206 317 263 113 122 2093 2022 1636 270 1366 391 247 104 79 202 386 1164 932 391 154 237 137 541 100 63 168 96 306
cat_boundaries=0 18 48 62 64 65 67 69 71 72 73 75 77 78
cat_threshold=268435456 0 1048576 2052 524288 2 0 805306368 2048 16 32 0 8388608 0 67108864 0 16 384 0 2048 4 134217728 0 0 262144 2147483648 1 32768 0 0 8192 0 0 0 0 0 33554432 2048 2147483648 0 4194304 0 0 0 0 0 0 8192 0 16 1073741824 2621440 0 64 0 8192 0 8192 0 0 0 268435456 196610 32 2281701376 41024 32 1073742081 4096 0 10272 83984642 10242 84952064 2 73984 32 4
is_linear=0
shrinkage=0.04


Tree=730
num_leaves=31
num_cat=10
split_feature=7 8 12 0 2 7 2 12 0 2 11 2 8 12 12 2 2 0 2 2 2 2 1 0 2 18 2 2 1 2
split_gain=2.26334 1.60886 1.88819 1.89337 1.56544 1.00301 1.26114 1.34871 1.28 1.18103 1.14164 1.05173 0.996562 0.990101 0.872803 1.81148 0.707807 0.794444 1.00991 0.699866 0.685397 0.683127 0.964555 0.688955 0.748807 0.677127 0.870637 0.896722 0.588352 0.617816
threshold=0 1 2 29.500000000000004 60.500000000000007 3 10.500000000000002 4 16.750000000000004 39.500000000000007 5 301.00000000000006 6 7 8 2.5000000000000004 6.5000000000000009 40.250000000000007 16.500000000000004 7.5000000000000009 13.500000000000002 26.500000000000004 4.5000000000000009 39.07500000000001 13.500000000000002 9 283.00000000000006 104.50000000000001 5.5000000000000009 23.500000000000004
decision_type=9 9 9 10 8 9 10 9 10 10 9 8 9 9 9 8 8 10 10 10 10 8 10 10 10 9 8 10 8 8
left_child=13 2 12 -4 20 6 -3 -8 9 -9 11 -7 28 -1 15 -12 -15 18 -18 -19 -5 22 -17 -24 -25 -16 27 -27 29 -2
right_child=1 5 3 4 -6 10 7 8 -10 -11 14 -13 -14 16 25 21 17 19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=3.7949156720173959e-06 0.00042416423175613006 -2.7409784866421205e-05 1.2476367855391857e-05 -5.6642954393240074e-05 -8.9536104004963595e-05 -0.00011820447604534933 3.3132784864875478e-05 9.183719898437915e-06 1.272443553339997e-05 -7.6356543738782541e-05 0.00012062870760491506 7.601880268147454e-05 -2.4817502467620046e-05 -0.00027673116649914678 0.00035959627594678523 0.0008053792639013224 0.00079512760624201207 7.5638168891032368e-05 0.00016293092420831102 -2.0019945968208221e-05 -1.8248247498959812e-05 -3.7314409063817781e-05 -6.8321754907749727e-05 -4.3943841172300328e-05 5.9303454648329534e-05 -3.8095175767693947e-07 -0.00029109297436455964 2.8347473256644663e-05 -4.4302782269056707e-06 0.00074478861635007831
leaf_weight=194 28 57 48 57 71 94 100 28 125 29 40 27 180 28 29 26 46 29 63 30 81 214 42 56 25 995 65 45 53 25
leaf_count=194 28 57 48 57 71 94 100 28 125 29 40 27 180 28 29 26 46 29 63 30 81 214 42 56 25 995 65 45 53 25
internal_value=-0.000504947 -0.000940808 -0.00285199 -0.00529851 -0.00714286 -0.000408367 0.00154286 0.00268551 0.000414508 -0.00448276 -0.000814859 -0.00439394 -0.000538721 0.00229426 -0.000503876 -0.00207729 0.00425121 0.00544379 0.00745455 0.00166667 -0.00460432 -0.00302198 -0.000933333 -0.00241935 -0.000243902 6.9869e-05 -9.04159e-05 0.000192123 0.00239316 0.00555556
internal_weight=2930 2540 543 257 209 1997 339 282 182 57 1658 121 286 390 1537 403 196 168 109 59 138 363 149 123 81 1134 1105 1040 106 53
internal_count=2930 2540 543 257 209 1997 339 282 182 57 1658 121 286 390 1537 403 196 168 109 59 138 363 149 123 81 1134 1105 1040 106 53
cat_boundaries=0 17 47 49 61 62 65 95 96 98 99
cat_threshold=268435459 0 1056768 2048 524290 0 0 8192 0 0 40960 128 128 0 0 0 1073746064 268435472 2060 0 0 0 1 0 0 0 32768 0 131072 2048 512 0 4096 0 0 0 0 256 0 0 8 0 1073758208 0 0 524288 4096 83936322 2 0 128 536870912 0 0 134217728 131072 268435456 2048 0 0 256 18030624 67125248 2148532224 524288 0 8 0 0 0 0 0 0 0 0 0 0 0 512 0 4096 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 1179746 16925696 34 4
is_linear=0
shrinkage=0.04


Tree=731
num_leaves=31
num_cat=8
split_feature=7 0 12 0 12 0 9 6 5 4 0 4 2 2 3 17 2 2 2 6 2 0 9 2 0 2 2 2 0 4
split_gain=2.06727 1.49838 1.21794 1.15243 1.05824 1.62717 0.953741 1.4331 1.73933 1.15072 0.915972 0.875337 0.873816 0.777403 0.759764 1.01641 1.09895 0.855506 0.872295 0.815416 0.76941 1.01104 0.730053 0.673566 1.0165 0.696998 0.627284 0.884087 0.618353 0.598205
threshold=0 15.500000000000002 1 38.20000000000001 2 12.250000000000002 3 4 10.500000000000002 3550.0000000000005 52.740000000000002 425.00000000000006 13.500000000000002 23.500000000000004 2009.5000000000002 5 9.5000000000000018 34.500000000000007 16.500000000000004 6 14.500000000000002 40.250000000000007 7 47.500000000000007 42.710000000000008 108.50000000000001 69.500000000000014 9.5000000000000018 32.500000000000007 28487750000.000004
decision_type=9 10 9 10 9 10 9 9 8 10 10 8 10 10 10 9 8 10 10 9 10 10 9 10 8 10 10 8 10 8
left_child=1 -1 -3 28 11 13 7 9 -9 -7 14 -2 -10 -6 15 16 -8 18 -16 26 -18 -22 -5 24 -13 -25 27 -17 -4 -26
right_child=4 2 3 22 5 6 10 8 12 -11 -12 23 -14 -15 17 19 20 -19 -20 -21 21 -23 -24 25 29 -27 -28 -29 -30 -31
leaf_value=7.2500985287859981e-05 -2.6605698544166501e-05 -1.5057482700164826e-05 4.1965195654114498e-06 7.7954229710499597e-05 -0.0003772912791112759 -0.00017282523126471716 -0.0005545597168064376 -3.657136873869149e-07 1.2730269451139976e-05 0.00010498946577353508 -9.5260558624090663e-05 2.0271772373448015e-05 0.0019353619117095633 -2.410995636424218e-05 1.4085724384500508e-05 4.67237143800503e-05 2.355688119720867e-05 9.7917381895555873e-05 -0.00016472927868758092 -1.7940313304443124e-05 -0.00032277664567015307 9.6958537621816276e-05 1.2841989395937503e-05 -0.00012614981304729156 7.5363012270202043e-05 7.8254190394844154e-06 0.00055872293259149328 -4.9845075097785244e-05 -2.2772461651854316e-05 -0.00014950236213095991
leaf_weight=51 34 176 55 113 43 94 40 133 43 32 29 347 39 63 90 49 39 38 30 828 66 26 145 63 25 56 25 88 34 49
leaf_count=51 34 176 55 113 43 94 40 133 43 32 29 347 39 63 90 49 39 38 30 828 66 26 145 63 25 56 25 88 34 49
internal_value=-0.000563859 0.00157265 0.000954198 0.0022905 -0.00108403 -0.00156146 -0.00126627 0.000625 0.00256637 -0.00262774 -0.00173657 0.000410256 0.00722892 -0.00635514 -0.00159091 -0.00194492 -0.00472527 0.00100629 -0.000661157 -0.0013986 -0.00318182 -0.00516129 0.00370656 0.000813309 0.00156398 -0.00183333 0.00115607 0.000144928 -0.00155556 -0.00266667
internal_weight=2943 574 523 347 2369 1795 1689 341 215 126 1348 574 82 106 1319 1161 171 158 120 990 131 92 258 540 421 119 162 137 89 74
internal_count=2943 574 523 347 2369 1795 1689 341 215 126 1348 574 82 106 1319 1161 171 158 120 990 131 92 258 540 421 119 162 137 89 74
cat_boundaries=0 18 19 20 22 23 24 25 27
cat_threshold=131074 129 637534208 2105856 0 134225920 0 536879104 2048 134217760 32 256 16 268435456 0 0 1073741824 128 67127330 84969472 1073741824 20480 210 13 68 0 10240
is_linear=0
shrinkage=0.04


Tree=732
num_leaves=31
num_cat=14
split_feature=7 8 12 11 3 5 11 7 12 0 3 5 9 12 8 0 9 0 3 0 14 4 0 3 0 3 8 0 3 12
split_gain=2.27299 1.59425 1.15058 1.00402 1.00131 1.05109 0.95869 1.25451 0.850927 1.27769 1.27399 0.827109 0.610718 1.31183 0.674878 0.722172 0.581997 1.11738 0.932033 0.573384 0.545101 0.543392 0.750405 0.673872 0.537361 0.487102 0.479525 0.570201 0.499398 0.368959
threshold=0 1 2 3 2014.5000000000002 1.5000000000000002 4 5 6 45.425000000000004 2005.5000000000002 1.5000000000000002 7 8 9 40.250000000000007 10 47.750000000000007 2002.5000000000002 38.57500000000001 11 625.00000000000011 22.250000000000004 2013.5000000000002 48.175000000000004 2003.5000000000002 12 30.500000000000004 1989.5000000000002 13
decision_type=9 9 9 9 8 10 9 9 9 8 8 10 9 9 9 10 9 10 10 10 9 10 10 10 10 10 9 10 10 9
left_child=2 3 -1 4 -2 -6 -3 19 16 10 25 12 14 -14 -12 29 17 20 -18 -8 26 22 -15 -24 -11 -10 27 -9 -28 -16
right_child=1 6 -4 -5 5 -7 7 8 9 24 11 -13 13 21 15 -17 18 -19 -20 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=4.9902834144788248e-06 0.00011057492060842833 -1.8080775303701559e-05 -3.4578677550882729e-05 4.5017427113762665e-05 -2.6239592440191473e-05 2.4338594037516259e-05 -1.5895444114022439e-06 -1.0095856053453644e-05 -6.1936091403680392e-06 -0.00089634061916658684 -3.7890041879009576e-05 -5.2519540758133587e-05 0.00061591970419947015 7.5164685346891245e-05 1.8122310087065329e-05 9.2278926361331068e-05 -8.5323875743270608e-05 6.9220728532641825e-05 0.00018582673923514648 0.00014287591275682131 -7.8511835133028291e-05 0.00026373982224612295 -9.3300208322801844e-05 0.00010772937213083367 -1.3278375479295334e-05 -0.00010906979011060969 1.087004526944213e-05 -3.7806290586104296e-05 -9.2068757096086531e-06 -1.1406045024386912e-06
leaf_weight=102 41 121 278 116 129 29 36 157 83 30 110 44 100 26 217 43 133 30 26 70 113 33 126 26 40 25 179 39 91 358
leaf_count=102 41 121 278 116 129 29 36 157 83 30 110 44 100 26 217 43 133 30 26 70 113 33 126 26 40 25 179 39 91 358
internal_value=-0.00053523 -0.000100697 -0.00337596 0.00251534 0.000666667 -0.000754717 -0.000476401 -0.00027027 -0.0005 0.000141509 0.00045302 0.000867159 0.00109615 0.00254658 0.000433018 0.000953895 -0.00154044 -0.000935484 -0.00364706 0.00376068 -0.00134483 0.000630631 -0.000223464 -0.00130719 -0.00507042 -0.00366972 -0.00067086 -0.0021256 0.000427046 0.000590278
internal_weight=2951 2571 380 315 199 158 2256 2135 2029 1261 1191 1083 1039 311 728 618 768 609 159 106 579 211 178 152 70 108 466 196 270 575
internal_count=2951 2571 380 315 199 158 2256 2135 2029 1261 1191 1083 1039 311 728 618 768 609 159 106 579 211 178 152 70 108 466 196 270 575
cat_boundaries=0 18 47 49 52 55 72 74 76 77 100 102 103 126 127
cat_threshold=268451841 268435472 0 2052 65536 66 33554432 0 0 268435504 32 0 128 0 67108864 0 4096 256 0 1050624 4 0 2147483648 0 0 2147483648 0 0 0 4 0 1048576 268435456 0 0 0 4096 2048 0 524288 0 8 0 268484608 0 0 524288 17859840 2 4 0 524288 0 1024 2049 131072 0 1073750016 0 0 0 0 8192 33554432 0 0 256 0 0 0 0 1073741952 67307584 34 1 10288 33056 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 4096 0 0 0 0 128 0 4194304 0 14468 8320 0 0 0 0 0 0 0 0 0 0 0 0 10240 0 0 0 0 0 0 0 128 0 16777216 1056770
is_linear=0
shrinkage=0.04


Tree=733
num_leaves=31
num_cat=10
split_feature=7 12 7 4 12 9 4 4 3 1 12 0 1 0 7 1 0 1 7 3 0 0 12 1 1 3 6 3 3 4
split_gain=2.86032 1.69358 1.3461 1.8066 1.5336 1.79291 1.18456 0.792034 0.894897 1.26396 0.80919 0.785169 0.769792 0.7232 1.10461 1.00018 0.688309 1.06214 0.677717 0.578468 0.575819 0.562252 0.558178 0.886484 0.66632 0.976221 0.654269 0.752902 0.650073 0.540662
threshold=0 1 2 1317685000.0000002 3 4 25235975000.000004 215.00000000000003 2001.5000000000002 5.5000000000000009 5 42.710000000000008 5.5000000000000009 44.07500000000001 6 2.5000000000000004 32.500000000000007 5.5000000000000009 7 1994.5000000000002 47.250000000000007 48.175000000000004 8 5.5000000000000009 5.5000000000000009 1997.5000000000002 9 1996.5000000000002 2010.5000000000002 2350.0000000000005
decision_type=9 9 9 10 9 9 8 10 10 10 9 10 10 10 9 10 10 8 9 10 10 10 9 10 10 8 9 10 8 10
left_child=1 6 3 -2 5 7 -1 8 10 -10 -4 -8 18 14 19 -16 -7 -18 -3 -6 -15 -22 24 26 25 -17 -24 -28 -27 -30
right_child=2 12 4 -5 13 16 11 -9 9 -11 -12 -13 -14 20 15 22 17 -19 -20 -21 21 -23 23 -25 -26 28 27 -29 29 -31
leaf_value=-0.00017227954263063339 0.00010458263930679835 -1.0059681757290661e-05 -2.7160566964461454e-05 -0.00012339514354241742 1.3069995440844196e-05 -7.7556985023008449e-06 4.1839158596630454e-05 5.6900864263127462e-05 -1.8733738882410478e-05 -0.00013787486352875077 1.1765561687511195e-05 -3.1906011018278943e-05 -2.304285985594845e-06 4.5264005967240454e-05 0.00019782323600402662 0.00014003097392034647 -7.6480309111630619e-05 -0.00095667265327655578 -4.5136415493445269e-05 -2.2676130040721888e-05 -2.3457865661953293e-05 9.6976699020245866e-06 1.6639452913267404e-05 5.8849961018907497e-05 -2.9266204570710385e-05 -7.0296031515368893e-05 -7.1897943016097093e-06 -9.2061198340971371e-05 -3.880289123259217e-06 -0.00020056007171227465
leaf_weight=37 209 102 206 30 199 50 123 35 88 29 291 27 46 53 87 33 143 47 156 36 31 31 110 49 86 66 115 33 341 27
leaf_count=37 209 102 206 30 199 50 123 35 88 29 291 27 46 53 87 33 143 47 156 36 31 31 110 49 86 66 115 33 341 27
internal_value=-0.000877614 -0.0036255 -0.000303777 0.00248 -0.000619026 -0.00188889 -0.000505051 -0.000757576 -0.00110569 -0.00423729 -0.000361446 0.0010596 -0.00546032 0.000259939 -3.38123e-05 -0.000647182 -0.00478088 -0.0060733 -0.00648649 0.00235772 0.00327586 0.000634921 -0.00106852 0.000314465 -0.00180851 -0.00123932 -0.000617761 -0.00226415 -0.00174713 -0.00108401
internal_weight=2916 491 2425 239 2186 889 187 649 614 117 497 150 304 1297 1182 947 240 190 258 235 115 62 860 307 553 467 258 148 434 368
internal_count=2916 491 2425 239 2186 889 187 649 614 117 497 150 304 1297 1182 947 240 190 258 235 115 62 860 307 553 467 258 148 434 368
cat_boundaries=0 18 19 37 39 41 43 60 77 78 79
cat_threshold=0 268435457 0 2099204 524320 2 0 536870912 33554432 268435472 32 64 268435456 268435456 67108864 0 1073745936 256 68157730 1 0 605028352 532480 2 0 4194304 8192 0 0 0 128 0 0 0 0 0 128 51296 32 0 2100 16384 32 131074 0 0 0 0 0 131072 0 65536 0 0 256 0 0 0 0 128 0 0 0 0 0 0 0 536870912 0 0 0 0 0 0 0 0 1073745936 16786690 448
is_linear=0
shrinkage=0.04


Tree=734
num_leaves=31
num_cat=9
split_feature=8 0 9 8 17 2 2 4 0 4 2 9 11 6 6 2 4 4 4 13 3 3 2 0 0 2 2 3 2 0
split_gain=1.6725 1.23795 1.08547 1.04726 1.264 1.08947 1.06448 1.46638 1.04391 1.0242 0.834138 0.815255 0.975288 1.33364 0.879845 1.04002 0.75979 1.7424 1.34374 0.763651 0.754368 1.66855 0.710624 1.5943 0.671281 0.655217 0.653897 0.647671 0.609364 0.769616
threshold=0 35.850000000000009 1 2 3 442.50000000000006 67.500000000000014 52809240000.000008 32.500000000000007 680725000.00000012 58.500000000000007 4 5 6 7 16.500000000000004 9330535000.0000019 2867949500.0000005 6050.0000000000009 8 2005.5000000000002 2016.5000000000002 22.500000000000004 35.850000000000009 38.57500000000001 52.500000000000007 247.00000000000003 2021.5000000000002 20.500000000000004 29.500000000000004
decision_type=9 10 9 9 9 10 10 8 10 8 10 9 9 9 9 10 10 10 10 9 8 8 8 10 10 10 10 8 8 10
left_child=1 -1 -3 9 8 6 10 -8 -5 -2 11 14 13 -13 15 -6 17 18 19 -10 -16 -22 24 -24 -14 -21 -9 -11 29 -29
right_child=3 2 -4 4 5 -7 7 26 16 27 -12 12 22 -15 20 -17 -18 -19 -20 25 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.0103577676285909e-05 -8.7085324094751115e-05 2.0070881216582846e-06 4.2945659705608822e-05 2.0281382227516078e-05 1.0920621029164579e-05 -0.00012931486982168395 0.00069174744297892941 8.0077848890525164e-06 -7.5338585999560335e-05 -4.2081336625052756e-05 -6.6185325713448147e-05 -7.3569138910585251e-05 -0.00010817889211597986 0.00010754599108587116 0.000590989711364216 0.0006941318619539061 3.025733288083643e-05 -0.00010480817778457663 1.8546237621279717e-05 -2.0525410890144257e-05 -0.00092337946814186728 1.4753107820553168e-06 0.00012234993545668261 -0.00013397352816280517 -9.544690700174386e-05 -0.00023445695646351794 -2.4709295181573056e-05 0.00034629685422672197 -2.6322838630861156e-05 -4.6772664056149435e-06
leaf_weight=30 50 110 156 42 148 82 34 210 103 64 35 119 50 116 27 71 33 32 47 187 28 621 37 42 31 29 28 25 212 142
leaf_count=30 50 110 156 42 148 82 34 210 103 64 35 119 50 116 27 71 33 32 47 187 28 621 37 42 31 29 28 25 212 142
internal_value=-0.000455472 0.00234528 0.00329588 -0.000775602 -0.00038835 0.000130178 0.000362954 0.00263736 -0.00219008 -0.00242063 -0.000105581 6.19675e-05 -0.00142857 0.000243902 0.000728477 0.00286957 -0.00282407 -0.00330827 -0.00250681 -0.0034375 0 -0.000276923 -0.00374269 -0.00125 -0.00658537 -0.00176211 0.00150628 -0.00184685 -0.00121053 0.000595238
internal_weight=2941 296 266 2645 2152 1679 1597 272 473 493 1325 1290 395 235 895 219 431 398 366 319 676 649 160 79 81 216 238 443 379 167
internal_count=2941 296 266 2645 2152 1679 1597 272 473 493 1325 1290 395 235 895 219 431 398 366 319 676 649 160 79 81 216 238 443 379 167
cat_boundaries=0 26 28 58 59 61 63 64 65 66
cat_threshold=0 2048 4 0 2147483648 0 262144 0 0 0 0 2048 64 1049600 268435456 0 0 0 33554432 10240 0 0 0 0 0 32768 0 28672 1342177296 4 0 0 1073741824 0 524288 0 1 0 0 0 10240 0 0 4096 0 0 0 0 2147483904 0 4194304 0 0 0 64 0 128 4096 10 0 10244 4 1024 196 130 4
is_linear=0
shrinkage=0.04


Tree=735
num_leaves=31
num_cat=11
split_feature=8 3 0 8 0 2 13 2 2 12 0 12 4 9 4 3 2 12 15 0 6 17 2 0 2 2 2 2 4 11
split_gain=2.75626 2.05337 1.67381 0.947112 1.07211 2.30142 0.83812 0.792552 1.79934 0.75742 0.750322 0.829286 0.776926 0.691079 1.24752 1.04414 1.03699 0.904149 0.967197 1.00086 0.929578 1.38186 1.19971 0.884832 0.88405 0.803327 0.892929 0.743092 0.718025 0.710547
threshold=0 2014.5000000000002 55.500000000000007 1 47.250000000000007 7.5000000000000009 2 12.500000000000002 24.500000000000004 3 29.500000000000004 4 141.00000000000003 5 5157000000.000001 2018.5000000000002 11.500000000000002 6 7 24.500000000000004 8 9 283.00000000000006 40.675000000000004 194.50000000000003 9.5000000000000018 44.500000000000007 85.500000000000014 199.50000000000003 10
decision_type=9 10 10 9 10 8 9 8 10 9 10 9 10 9 8 8 10 9 9 8 9 9 10 10 8 10 10 10 10 9
left_child=1 6 3 10 13 -6 9 -8 -9 -1 -2 -12 -13 14 -5 -16 -17 20 24 -20 21 27 23 -22 28 -23 -27 -15 29 -19
right_child=2 -3 -4 4 5 -7 7 8 -10 -11 11 12 -14 17 15 16 -18 18 19 -21 22 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00010104181804042156 0.00022451445003326853 -6.8686045796226836e-05 -4.6829248671151902e-05 0.00010083789213858552 -0.00027392242627101383 4.9540208352567563e-05 0.00045347391059188171 -3.1204712360448639e-05 4.2131477330542565e-05 -4.3801212155969441e-06 -1.4940603385582562e-07 -4.4309472825148079e-05 -0.00016069408667775066 -1.1091164581884528e-05 -4.7176676352833623e-06 -0.000116790234800348 -0.00072372171803408497 -5.2094314535366946e-06 -0.00010158137869844098 -2.283224399342032e-06 -2.7736106376501368e-05 4.2145031819984523e-08 3.0356177034605026e-05 1.1190787053045881e-05 -5.0164423737868445e-05 0.00062452560920373663 3.6785318845815596e-05 -3.1125194639471943e-05 0.00022441506744840466 1.4655688535043509e-05
leaf_weight=100 35 42 38 25 33 73 25 27 67 120 109 201 40 168 94 65 43 178 72 198 528 88 26 30 49 64 34 25 25 301
leaf_count=100 35 42 38 25 33 73 25 27 67 120 109 201 40 168 94 65 43 178 72 198 528 88 26 30 49 64 34 25 25 301
internal_value=-0.000526676 0.00260204 -0.00100274 -0.000878244 -0.000535211 0.00336449 0.00370588 0.00630769 0.00505263 0.00190476 -0.00267677 -0.00330484 -0.00452381 -0.000744786 -0.00277311 -0.00394089 -0.0066055 -0.000467446 0.000503597 -0.00142349 -0.00129363 0.00025641 -0.00228571 -0.00271914 0.0014539 0.00263959 0.00525253 -0.00205882 0.0019802 0.001625
internal_weight=2923 381 2542 2504 2119 106 339 119 94 220 385 350 241 2013 227 202 108 1786 823 270 963 379 584 558 553 186 98 193 504 479
internal_count=2923 381 2542 2504 2119 106 339 119 94 220 385 350 241 2013 227 202 108 1786 823 270 963 379 584 558 553 186 98 193 504 479
cat_boundaries=0 27 57 58 60 61 63 65 66 67 68 69
cat_threshold=1073741824 2052 0 0 65536 0 0 0 0 32768 0 2048 64 0 268435456 0 0 0 4096 8192 128 0 0 0 0 268484608 68 0 10 0 0 0 1 0 2147483648 0 0 0 0 10240 1048576 0 4096 0 0 33554432 0 2147483648 0 0 0 0 0 0 0 524288 4096 10 65794 32 16785474 1073741824 176 84002818 2 2348810240 386 11 16388
is_linear=0
shrinkage=0.04


Tree=736
num_leaves=31
num_cat=9
split_feature=7 8 9 12 7 11 2 2 2 12 2 12 2 0 2 0 3 3 0 2 8 4 2 2 4 2 2 2 2 0
split_gain=2.34333 2.38497 1.45522 1.25143 1.17724 1.09121 1.0808 1.38932 1.03238 0.945306 0.947913 0.850031 1.66045 1.33841 1.27361 1.63047 1.28183 0.820647 0.807927 0.801233 0.784779 1.21349 0.972182 0.885287 0.764585 1.01719 0.661185 0.642488 0.639319 0.635357
threshold=0 1 2 3 4 5 15.500000000000002 40.500000000000007 277.00000000000006 6 19.500000000000004 7 103.50000000000001 30.500000000000004 37.500000000000007 45.425000000000004 1994.5000000000002 2020.5000000000002 42.710000000000008 68.500000000000014 8 12415638000.000002 416.00000000000006 79.500000000000014 199.50000000000003 119.00000000000001 73.500000000000014 33.500000000000007 3.5000000000000004 29.500000000000004
decision_type=9 9 9 9 9 9 10 10 10 9 8 9 10 8 10 8 10 10 10 10 9 8 8 10 10 8 10 8 10 10
left_child=3 2 -2 -1 6 18 -3 -8 9 10 29 12 13 -7 15 -15 19 28 -6 -16 -5 -22 23 -23 25 -11 27 -12 -13 -4
right_child=1 4 8 20 5 11 7 -9 -10 24 26 17 -14 14 16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.2566007970681315e-06 -7.0543256398423183e-05 -4.929681849645817e-06 2.2554261013780774e-05 -1.8011523526055841e-05 -0.00016856041142197854 -0.00046227452488210473 0.0013926374759820703 1.2922690360781531e-05 -5.9948126495044111e-05 -4.6003620366974477e-06 -1.518959832065292e-05 2.8462684823722384e-05 0.00056312473770429253 4.0688498469236835e-05 0.00014682774178375268 0.00053902844481399368 -0.00030565941729065571 0.0019487748663645022 -3.194896141916814e-05 -0.00059525729058169225 -0.00041075084912662875 -2.8922824964539019e-05 9.8036258994582679e-05 -0.00035765884853557141 1.5805445378092031e-05 0.00013804123612359831 5.0358554678098243e-06 -0.00012576261486493934 -7.3169717037302465e-06 -1.7511594464600933e-05
leaf_weight=121 111 88 49 103 41 26 34 98 34 361 80 131 34 303 32 27 25 27 72 26 44 190 37 40 39 35 35 75 595 34
leaf_count=121 111 88 49 103 41 26 34 98 34 361 80 131 34 303 32 27 25 27 72 26 44 190 37 40 39 35 35 75 595 34
internal_value=-0.000820896 -0.000280644 -0.00196759 -0.00318681 0.000649682 0.000192593 0.00329004 0.00571429 -0.0012749 -0.000959097 -0.00274648 0.000549717 0.0018595 0.00122727 0.00178744 0.0029003 -0.00261905 -0.000287958 -0.0033871 0.000677966 -0.00423529 -0.0052795 -0.00440299 -0.00536797 0.000224215 -0.000302267 -0.00439791 -0.00551282 -0.000550206 0.000714286
internal_weight=2947 2412 853 535 1559 1339 220 132 742 708 273 1226 473 439 413 330 83 753 113 58 414 311 267 230 435 396 190 155 726 83
internal_count=2947 2412 853 535 1559 1339 220 132 742 708 273 1226 473 439 413 330 83 753 113 58 414 311 267 230 435 396 190 155 726 83
cat_boundaries=0 17 44 46 47 64 67 69 71 94
cat_threshold=2 16 637534208 524288 0 66 0 805306368 33619968 134225920 40960 2097280 268435456 0 0 0 16 268435456 12 0 0 0 1 262144 0 0 0 0 0 2048 0 0 4096 0 0 33554432 2048 2147483776 0 16777216 8 0 1073774592 64 1 16388 67175712 0 128 1073741824 2097152 2 0 0 139264 2048 0 0 256 0 0 0 32 1073741824 67108864 2147483648 524288 67190848 32 1050690 2 0 0 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=737
num_leaves=31
num_cat=9
split_feature=7 8 3 8 13 4 3 2 4 8 2 2 4 0 0 2 2 2 9 0 0 9 2 2 2 6 6 4 4 4
split_gain=3.02372 2.52784 2.32384 1.41781 1.12958 1.08074 0.93135 0.91016 0.880435 0.871459 0.842594 1.02812 1.8482 0.754891 1.09773 0.679495 0.674897 1.11813 0.659631 0.647003 1.14901 0.612243 0.93889 1.5858 1.08362 1.00467 0.910838 0.766789 0.78539 0.761218
threshold=0 1 2014.5000000000002 2 3 120418.00000000001 2017.5000000000002 45.500000000000007 133.00000000000003 4 239.00000000000003 75.500000000000014 6186315000.000001 36.900000000000006 44.07500000000001 8.5000000000000018 38.500000000000007 22.500000000000004 5 45.425000000000004 51.32500000000001 6 11.500000000000002 9.5000000000000018 30.500000000000004 7 8 1445190000.0000002 86.000000000000014 10665290000.000002
decision_type=9 9 8 9 9 8 8 10 10 9 10 10 10 10 10 10 10 10 9 8 10 9 8 10 8 9 9 10 10 10
left_child=4 7 -3 -4 5 -1 -5 8 -2 -6 11 12 18 16 15 -15 17 -7 -11 21 -21 -8 23 25 26 -23 -24 28 -26 -29
right_child=1 2 3 6 9 13 19 -9 -10 10 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 22 24 -25 27 -27 -28 29 -30 -31
leaf_value=3.0046718672949168e-05 -5.7240257270763096e-06 -8.8198677268067622e-05 -3.6999985135395266e-05 2.595667071609853e-05 1.6494110613791691e-05 -1.1073017740308445e-05 -3.6106388762924267e-05 0.0008057022498720556 1.6411807891358876e-05 -5.8369171011918302e-06 9.5425212016486685e-05 -7.850640223061589e-05 0.00010996789658875628 -0.0001481830275195506 -3.2042741853430814e-05 2.5767680115329485e-05 -2.8061359084148308e-05 1.6092412547976664e-05 9.7667423440164211e-05 0.00011640076122979793 -1.0996404210317223e-05 -4.0167798980235146e-05 -9.2992428209726087e-06 0.00056951792023838264 -9.627122988149495e-06 4.5171599832087847e-05 -0.00012770932691083203 0.00048345168408367559 -0.00015189621966158029 -1.8022921596241305e-05
leaf_weight=31 163 260 118 36 142 102 238 53 39 184 38 51 26 27 30 86 97 45 118 54 32 133 111 39 311 116 155 26 36 25
leaf_count=31 163 260 118 36 142 102 238 53 39 184 38 51 26 27 30 86 97 45 118 54 32 133 111 39 311 116 155 26 36 25
internal_value=-0.000410537 -0.00131902 -0.00188125 -0.00125786 0.00139676 -0.00018648 -0.000846561 0.00233083 0.00118227 0.0025614 0.00154206 0.001 0.00182371 -0.000773196 0.00152778 0.00333333 -0.00212245 -0.000405405 0.000924092 -0.00103367 0.00229885 -0.00127624 -0.0007892 0.00110727 -0.00162406 -8e-05 -0.00359551 -0.000300752 -0.000977011 0.00423077
internal_weight=2922 1945 1690 1430 977 418 1312 255 202 559 417 379 328 387 143 113 244 147 302 1276 86 1190 952 288 664 249 266 398 347 51
internal_count=2922 1945 1690 1430 977 418 1312 255 202 559 417 379 328 387 143 113 244 147 302 1276 86 1190 952 288 664 249 266 398 347 51
cat_boundaries=0 18 47 77 78 101 103 105 106 107
cat_threshold=268435459 128 1140850688 534528 2 64 0 139264 67584 134217760 0 384 0 268435456 67108864 0 1073741824 384 0 4 4 0 0 0 0 0 0 0 0 4 8192 0 0 4096 0 0 4096 0 0 0 4194304 8 0 0 0 0 524288 268435456 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8192 2147483904 0 0 0 0 0 0 0 0 12288 2 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 0 22528 257 4100 14 264
is_linear=0
shrinkage=0.04


Tree=738
num_leaves=31
num_cat=11
split_feature=7 8 12 0 12 15 9 1 2 2 12 3 2 9 0 7 2 0 3 2 0 0 0 2 8 2 2 2 12 3
split_gain=3.2827 1.78179 2.22793 1.64644 1.407 1.94865 1.18283 1.06636 0.968957 0.961597 0.875055 0.979167 0.914197 0.839005 1.05549 0.786102 0.913834 0.8636 1.87887 1.04456 0.738176 0.704807 0.62087 0.77316 0.595985 0.866375 1.08392 1.05915 1.01527 0.755364
threshold=0 1 2 52.740000000000002 3 4 5 5.5000000000000009 41.500000000000007 8.5000000000000018 6 2015.5000000000002 29.500000000000004 7 39.07500000000001 8 111.00000000000001 38.57500000000001 2023.5000000000002 47.500000000000007 47.250000000000007 42.250000000000007 18.500000000000004 5.5000000000000009 9 45.500000000000007 10.500000000000002 7.5000000000000009 10 2001.5000000000002
decision_type=9 9 9 10 9 9 9 8 10 10 9 8 8 9 10 9 10 10 8 8 8 10 10 10 9 8 10 10 9 10
left_child=10 2 21 4 13 8 -4 9 22 -8 11 -1 -13 14 -3 17 -17 -12 -19 -20 -15 -2 -6 -24 -7 26 27 -26 -27 -28
right_child=1 3 6 -5 5 24 7 -9 -10 -11 15 12 -14 20 -16 16 -18 18 19 -21 -22 -23 23 -25 25 28 29 -29 -30 -31
leaf_value=-3.5576242667012535e-05 -2.6109339707396372e-05 -0.00010397706990477928 7.2486173736869831e-05 -7.0515817599741122e-05 0.00080381960928527013 3.6759717168806104e-05 -0.00015701793498095639 6.9036599850136326e-05 -4.7512917134895364e-06 6.3613060650169473e-06 -3.6605793662616292e-05 -1.6880342988585539e-05 2.0501645546779913e-05 -1.6448832058166828e-05 -1.9459371792969195e-05 -8.2177943364385438e-05 -0.00014231609041658543 0.0004235402855574577 2.0341496410196668e-05 -0.0002744192698277459 1.5389137393100326e-05 2.4912958831890821e-06 0.0014374684324999975 -6.3605547103406929e-05 -2.3524982148614983e-05 -1.6734784161442918e-05 -5.0210561508521322e-05 2.3871671781812153e-05 5.0438055588983843e-05 1.5827953197344868e-06
leaf_weight=48 78 30 134 37 71 116 31 39 51 47 25 99 72 700 82 182 31 28 32 33 25 30 27 32 163 107 244 70 164 79
leaf_count=48 78 30 134 37 71 116 31 39 51 47 25 99 72 700 82 182 31 28 32 33 25 30 27 32 163 107 244 70 164 79
internal_value=-0.000887208 -0.000228041 0.00232432 -0.000696864 -0.000540265 0.000387665 0.00435115 0.00109375 0.0040625 -0.00151899 -0.00363636 -0.00147826 -0.000116279 -0.00176887 -0.00487805 -0.00497076 -0.00651786 -0.00186047 -0.000212766 -0.00393939 -0.00122283 -0.00235294 0.00610687 0.003 -0.000356394 -0.000739857 -0.00165171 0.00042735 0.00110294 -0.00314815
internal_weight=2907 2357 359 1998 1961 1124 251 117 181 78 550 219 171 837 112 331 213 118 93 65 725 108 130 59 943 827 556 233 271 323
internal_count=2907 2357 359 1998 1961 1124 251 117 181 78 550 219 171 837 112 331 213 118 93 65 725 108 130 59 943 827 556 233 271 323
cat_boundaries=0 18 47 48 50 51 53 54 56 67 88 89
cat_threshold=268435456 17 1107296256 2097668 589858 8256 0 536870912 2048 268443648 40992 2097280 0 0 0 0 0 256 268435456 2052 0 134217728 2147483648 0 0 0 0 0 0 2048 8192 512 0 0 0 0 33558528 10240 0 524288 4194304 0 0 49152 0 0 524288 67321888 83928128 34 2157969408 0 2052 83946752 1 4224 0 1 0 512 32 0 0 0 2048 0 40960 16 0 0 0 0 0 0 2147483648 0 0 0 4 2048 0 0 0 0 0 0 0 128 1048578
is_linear=0
shrinkage=0.04


Tree=739
num_leaves=31
num_cat=9
split_feature=8 7 7 1 4 0 8 1 4 3 0 0 0 6 4 3 0 4 0 3 4 9 1 4 0 7 9 8 0 0
split_gain=2.09157 1.83687 1.29623 1.06346 1.0622 0.852037 0.819928 0.793293 1.31223 0.767644 0.823387 1.00271 0.747518 0.746039 0.700372 0.671116 0.606537 0.520906 0.496123 0.473128 0.473033 0.812314 0.769318 0.563797 0.453443 0.424404 0.705388 0.490119 0.727797 0.373147
threshold=0 1 2 4.5000000000000009 1317685000.0000002 27.250000000000004 3 4.5000000000000009 972430000.00000012 2014.5000000000002 44.07500000000001 52.740000000000002 47.750000000000007 4 1525190000.0000002 1980.5000000000002 47.750000000000007 7085990000.000001 8.5000000000000018 1992.5000000000002 12000.000000000002 5 5.5000000000000009 481.00000000000006 43.675000000000004 6 7 8 40.250000000000007 36.400000000000006
decision_type=9 9 9 10 10 10 9 10 8 10 8 10 8 9 10 10 10 10 8 10 8 9 8 10 10 9 9 9 10 10
left_child=3 4 13 -1 24 -5 -4 8 -8 10 25 12 14 19 -12 -15 20 18 -10 -3 23 -22 -23 -7 -2 -9 -27 -28 -29 -20
right_child=1 2 6 5 -6 16 7 9 17 -11 11 -13 -14 15 -16 -17 -18 -19 29 -21 21 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0028557784778883645 0.00024504241007335283 -2.4437390707845454e-05 -4.0114188426016993e-05 -9.0383972991467946e-05 -1.5067979556135924e-05 1.074383647399202e-05 -0.00056205366560249106 -2.4930482260501207e-05 0.0014779625388801065 9.5789928649736564e-06 2.1105681462003647e-05 -9.2348977946272727e-05 0.00017497209525512149 -6.8724399254449517e-05 -6.9827305661611657e-05 3.5303864747575634e-05 -9.2162522884464693e-06 1.050405500578222e-05 -3.138205220412971e-05 -0.00017317120806342956 0.00043468146862885249 1.7903866490129872e-05 -5.9723895800445348e-05 -5.9690687741351667e-05 2.7429600338706452e-05 3.1516418212973463e-05 4.0255620631164394e-05 -1.3081927143581141e-05 -0.0019048213067045694 -1.1104095043137363e-05
leaf_weight=27 63 69 151 30 32 25 33 157 26 149 69 25 50 61 26 43 38 31 192 46 111 201 27 44 26 115 102 886 32 93
leaf_count=27 63 69 151 30 32 25 33 157 26 149 69 25 50 61 26 43 38 31 192 46 111 201 27 44 26 115 102 886 32 93
internal_value=-0.000657497 -0.00113344 -0.00138572 0.00167315 0.00348485 0.00125786 -0.00107076 -0.000841262 -0.0025 -0.000459057 -0.000738209 0.00187135 0.00315068 -0.00426087 0.00104167 -0.0013913 0.00170022 -0.00174927 -0.00224359 -0.00650794 0.00215159 0.00276471 0.00117155 -0.000857143 0.006 -0.00108275 -0.00078534 -0.00112512 -0.00142088 -0.00272727
internal_weight=2980 2477 2356 503 121 476 2137 1986 375 1611 1462 170 145 219 95 104 446 342 311 115 408 339 228 69 89 1292 1135 1020 918 285
internal_count=2980 2477 2356 503 121 476 2137 1986 375 1611 1462 170 145 219 95 104 446 342 311 115 408 339 228 69 89 1292 1135 1020 918 285
cat_boundaries=0 29 47 64 94 95 97 107 109 132
cat_threshold=0 8 4 0 73728 0 262144 2147483648 0 32768 0 4 8192 1049600 268435456 0 0 0 0 10240 0 524288 0 8 0 0 64 0 524288 1 0 0 0 2 0 0 8192 0 0 8192 0 0 0 0 32 1073741824 128 2 268435472 0 2560 524320 0 0 0 33556480 0 0 0 128 0 0 0 128 1073741824 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 128 0 0 0 0 0 4 0 0 4096 326 0 4132 131072 129 0 0 0 134217728 0 0 65536 32 1 16384 16 0 0 0 0 1 0 0 0 0 0 131072 0 0 0 0 0 0 4096 0 0 0 4194304
is_linear=0
shrinkage=0.04


Tree=740
num_leaves=31
num_cat=13
split_feature=7 12 7 12 7 0 5 6 12 13 3 2 0 2 0 2 12 2 3 9 17 12 3 2 0 2 2 2 0 12
split_gain=2.21776 1.15864 1.06557 3.09152 1.25109 1.09094 0.716478 0.64433 1.69566 1.62894 2.07869 1.66577 1.20229 1.17273 0.940804 1.34379 0.899886 1.21573 0.933914 1.4832 1.00672 0.926785 1.40177 1.32956 0.802691 0.774718 0.723921 0.716301 0.646238 0.645457
threshold=0 1 2 3 4 47.250000000000007 5.5000000000000009 5 6 7 1984.5000000000002 898.00000000000011 42.710000000000008 1150.0000000000002 42.710000000000008 14.500000000000002 8 42.500000000000007 2017.5000000000002 9 10 11 2020.5000000000002 19.500000000000004 39.07500000000001 14.500000000000002 13.500000000000002 99.000000000000014 16.750000000000004 12
decision_type=9 9 9 9 9 10 8 9 9 9 10 8 10 10 8 8 9 10 8 9 9 9 8 8 10 8 10 10 10 9
left_child=1 -1 3 6 -5 7 -2 8 -4 10 -10 12 -11 14 16 -16 18 21 -9 20 25 -18 -23 26 -21 -20 28 -19 -24 -22
right_child=2 -3 5 4 -6 -7 -8 13 9 11 -12 -13 -14 -15 15 -17 17 27 19 24 29 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.8893641306335663e-07 -7.2576424235322183e-05 -2.7490435763368738e-05 -0.00020757981006273241 9.5030623018033109e-06 0.00020023962141852537 -1.6498503917929953e-05 -1.5250872227738909e-05 6.5304251340521092e-05 -1.4069700845453782e-06 0.00030163506568044342 -0.00072946800095870408 -0.00050211653652510791 -0.00011910729198369552 0.00018661767045195177 -1.2833489849484181e-05 5.4471465027390307e-05 -7.1361500701883072e-06 2.6229641483332957e-05 2.4488438251211166e-05 -8.5599758156931215e-05 -3.6600323528261922e-05 -0.00041513082564307528 2.2310468505217784e-05 -9.0334489745984577e-05 -7.7995002703801221e-06 0.00013671662992940982 1.7967683647768241e-05 -1.3759155876371665e-05 -6.7785058904412668e-05 1.0368148306376668e-05
leaf_weight=105 27 266 132 104 104 129 183 95 77 163 39 37 32 25 39 46 282 128 37 61 125 25 26 111 101 63 30 91 50 176
leaf_count=105 27 266 132 104 104 129 183 95 77 163 39 37 32 25 39 46 282 128 37 61 125 25 26 111 101 63 30 91 50 176
internal_value=-0.000666667 -0.00350785 -0.000235386 0.00158508 0.00493151 -0.000600657 -0.00180995 -0.000371486 -0.00162933 -0.000111421 -0.00377953 0.0018107 0.00336735 3.94218e-05 -0.000107599 0.00395349 -0.000356633 -0.00129973 0.000717489 0.000106383 0.00140777 -0.0023619 -0.00411067 -0.00321101 -0.00300578 0.00468468 0 0.00118182 -0.00207792 0.000192308
internal_weight=2909 371 2538 418 208 2120 210 1991 480 348 116 232 195 1511 1486 85 1401 743 658 563 401 524 242 217 162 100 106 219 76 301
internal_count=2909 371 2538 418 208 2120 210 1991 480 348 116 232 195 1511 1486 85 1401 743 658 563 401 524 242 217 162 100 106 219 76 301
cat_boundaries=0 18 19 36 38 47 48 50 51 53 55 56 57 59
cat_threshold=0 16 0 2097152 589824 0 0 805306368 33619968 0 8224 8192 128 268435456 0 0 128 256 67134496 131073 1 1140850688 532480 0 134217728 0 8192 2048 8240 32768 0 0 0 0 0 4096 84034594 32 0 1 67108864 524288 0 0 0 0 2048 130 65632 32 4 16875616 34 0 6144 11 1180674 32 32
is_linear=0
shrinkage=0.04


Tree=741
num_leaves=31
num_cat=6
split_feature=7 0 5 8 7 2 13 4 6 4 3 0 3 2 9 3 4 2 4 0 2 2 2 0 2 2 4 0 2 2
split_gain=2.25718 1.9113 1.77436 1.43095 1.37247 1.23996 1.17344 0.970905 0.818886 1.32808 1.08402 0.871741 0.781516 0.751111 0.663491 0.849596 0.824129 0.659467 1.82301 0.823634 0.536863 0.506523 0.728263 0.597246 1.72585 0.542972 0.500317 0.44475 1.01033 0.79964
threshold=0 55.500000000000007 1.5000000000000002 1 2 8.5000000000000018 3 722615000.00000012 4 1445190000.0000002 2001.5000000000002 40.250000000000007 2019.5000000000002 52.500000000000007 5 2003.5000000000002 1050.0000000000002 13.500000000000002 5544455000.000001 15.500000000000002 19.500000000000004 26.500000000000004 37.500000000000007 38.57500000000001 65.500000000000014 49.500000000000007 11.000000000000002 37.250000000000007 58.500000000000007 99.000000000000014
decision_type=9 10 8 9 9 8 9 10 9 8 10 10 10 10 9 10 10 8 8 10 10 8 8 10 10 10 10 8 8 10
left_child=2 3 -1 6 26 8 -2 12 9 -6 -10 -11 14 -4 15 16 -7 -8 -19 -20 -9 -21 -23 25 -25 -24 -5 28 -16 -30
right_child=1 -3 13 4 5 7 17 20 10 11 -12 -13 -14 -15 27 -17 -18 18 19 21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=5.3372434200831265e-05 -1.569257242053368e-06 -6.2857021669984192e-05 -3.9168818183981105e-05 6.479969937522867e-06 -0.00036585012105582848 -6.5670014138419222e-05 0.00011377849549642604 -0.00010744512025027575 1.4756882050406262e-05 0.001603744328000687 -0.00021467641359954826 -9.4209884871077065e-06 -0.0001441285103461354 -3.7124409922313364e-05 5.6837933509967802e-06 0.00017721588887624763 1.8735809149355021e-05 -6.967336726589224e-05 -2.9814020735585701e-06 1.7575965408767048e-05 -0.0001108813505578965 4.9856888206214482e-05 -3.0240792764963944e-05 0.0010983733205193857 -1.1181783365863397e-05 0.00076660406980472834 0.0042547682887641974 -1.0896465914811414e-06 -0.00010737982253679946 -1.6535006950206822e-05
leaf_weight=34 719 27 224 92 26 165 72 28 156 70 49 25 41 59 88 34 34 47 80 45 26 28 36 47 40 25 27 475 47 81
leaf_count=34 719 27 224 92 26 165 72 28 156 70 49 25 41 59 88 34 34 47 80 45 26 28 36 47 40 25 27 475 47 81
internal_value=-0.000712347 -0.000318061 -0.00384146 -0.000207373 -0.00103051 -0.00140118 0.000852174 -0.00209804 0.000733945 0.00318182 -0.000833333 0.005625 -0.00180124 -0.005 -0.00155676 -0.00336066 -0.0045 0.0025058 0.00183381 0.00298013 -0.00727273 0.00423423 0.00519774 0.00402685 0.00613636 0.000967742 0.00292308 -0.000883191 -0.00239631 -0.00465116
internal_weight=2947 2630 317 2603 1464 1345 1139 1019 326 121 205 95 965 283 924 233 199 420 348 301 54 221 176 148 87 61 119 691 216 128
internal_count=2947 2630 317 2603 1464 1345 1139 1019 326 121 205 95 965 283 924 233 199 420 348 301 54 221 176 148 87 61 119 691 216 128
cat_boundaries=0 17 43 59 60 61 63
cat_threshold=147456 268435473 33562624 512 524288 134217730 0 541065216 33554432 805306368 8192 0 144 0 0 0 1073741824 0 0 0 134217728 2147483648 0 262144 2147483648 0 0 0 4 10240 512 0 4096 0 0 33558528 10240 128 0 16777216 0 0 16384 268435456 0 1073741824 2621440 0 0 0 139264 0 32 0 0 0 0 0 32 10 208 0 20624
is_linear=0
shrinkage=0.04


Tree=742
num_leaves=31
num_cat=10
split_feature=7 8 12 12 9 2 17 2 2 2 12 2 3 2 2 2 6 2 2 3 16 2 3 2 6 2 2 3 2 2
split_gain=2.36144 1.43487 1.27925 1.27465 1.32667 1.1965 1.13554 0.935723 0.862083 1.63084 1.14395 0.933281 0.798412 0.757458 0.804572 0.724946 0.69531 1.24732 1.27047 0.646151 0.642511 0.609222 0.586994 0.659238 1.17846 1.37283 1.18808 0.579455 1.46168 1.16576
threshold=0 1 2 3 4 23.500000000000004 5 18.500000000000004 77.500000000000014 99.000000000000014 6 56.500000000000007 2004.5000000000002 89.500000000000014 52.500000000000007 41.500000000000007 7 28.500000000000004 25.500000000000004 2015.5000000000002 8 26.500000000000004 2001.5000000000002 34.500000000000007 9 22.500000000000004 11.500000000000002 1997.5000000000002 144.50000000000003 59.500000000000007
decision_type=9 9 9 9 9 8 9 8 10 10 9 10 8 10 10 10 9 10 8 8 1 10 10 10 9 8 10 10 10 10
left_child=8 3 6 4 -2 -6 -3 19 10 -10 15 22 -9 14 21 20 -14 18 -18 -8 -1 -5 23 24 25 26 -12 -4 29 -29
right_child=1 2 27 13 5 -7 7 12 9 -11 11 -13 16 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.0483304604823614e-06 -3.7771642661823533e-05 -4.0126753356943826e-05 -3.418811004962663e-06 2.0337023274521472e-05 -1.7520793290088931e-05 0.00047341236270170839 -0.0005081195269541894 -6.4625926458070632e-05 -0.00075714232428914841 -1.0192375391895325e-05 -8.7691884647611568e-06 3.3543225662810982e-05 -5.7467932217392104e-06 0.00059472855430513509 -1.2433759988326187e-05 -4.8830265083665837e-06 0.00027211033229935567 0.0018008741313861876 -0.00023088245938744479 -2.1131497511603927e-05 0.00036049388605864153 0.00029150536058583756 -1.8240302611260972e-06 -0.00030750615410692463 -9.9076635864641104e-05 3.5344093453417713e-05 -5.6454649736394914e-05 1.3628367623219617e-05 8.1847835320516537e-05 -2.914991503715214e-05
leaf_weight=41 134 111 889 129 59 51 50 38 30 74 62 27 154 37 27 26 28 46 27 271 42 46 50 42 110 62 45 184 29 28
leaf_count=41 134 111 889 129 59 51 50 38 30 74 62 27 154 37 27 26 28 46 27 271 42 46 50 42 110 62 45 184 29 28
internal_value=-0.000928814 -0.00034057 -0.000846731 0.00157895 -0.000470588 0.00264463 -0.00214674 -0.001408 -0.00311897 -0.00647619 -0.00248031 -0.00342298 0.000204082 0.0036 0.00275862 0.00116667 0.00101563 0.00339286 -0.000357143 -0.00291925 0.00309524 0.00375 -0.00403226 -0.00465839 -0.00392857 -0.00144444 -0.00425926 0 0.00173554 0.00056338
internal_weight=2949 2338 1855 483 244 110 725 614 611 104 507 398 293 239 202 109 255 101 55 321 83 175 371 321 279 169 107 1130 241 212
internal_count=2949 2338 1855 483 244 110 725 614 611 104 507 398 293 239 202 109 255 101 55 321 83 175 371 321 279 169 107 1130 241 212
cat_boundaries=0 17 44 46 48 50 51 53 54 55 56
cat_threshold=147458 16 603987968 524800 524290 134225922 0 268435456 65536 8192 0 0 128 268435456 67108864 0 1073745936 16 2048 4 0 2147483648 0 0 2147483648 1 0 0 2052 10240 512 0 0 0 0 33554432 2048 128 0 4194304 0 0 1073741824 64 68191584 2 67289090 32 0 6144 38 1057792 32 264 2 392
is_linear=0
shrinkage=0.04


Tree=743
num_leaves=31
num_cat=12
split_feature=7 8 8 12 7 4 4 7 9 13 3 0 12 3 3 12 0 12 3 4 1 1 12 1 3 5 0 3 0 0
split_gain=3.23078 2.44171 1.33561 1.07181 1.13678 2.16094 1.0958 1.1539 1.04598 1.13989 0.975964 0.917842 0.880156 1.42485 1.24234 0.854568 1.34845 0.790773 0.783598 0.740793 0.691725 0.632492 0.624828 0.614456 0.606115 0.978395 0.569898 0.526251 0.468228 0.539652
threshold=0 1 2 3 4 45.000000000000007 27174645000.000004 5 6 7 2002.5000000000002 27.750000000000004 8 2021.5000000000002 1980.5000000000002 9 39.07500000000001 10 2012.5000000000002 552615000.00000012 4.5000000000000009 5.5000000000000009 11 4.5000000000000009 1992.5000000000002 4.5000000000000009 39.07500000000001 2022.5000000000002 16.750000000000004 39.07500000000001
decision_type=9 9 9 9 9 10 8 9 9 9 10 8 9 8 10 9 8 9 10 10 10 10 9 10 10 8 10 8 10 10
left_child=28 12 27 6 5 -5 -4 -8 20 10 19 -11 13 -2 21 16 -13 -9 -12 22 -6 -14 26 -17 25 -22 -10 -3 -1 -30
right_child=1 2 3 4 8 -7 7 17 9 11 18 15 14 -15 -16 23 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.9588520710888134e-07 -0.00022147411979396738 -0.00058423047384440711 1.6567129451487974e-05 -2.2012409874818671e-05 -8.9505631414894536e-05 -5.7848676676179878e-05 1.6159492978857771e-05 2.7599121585097917e-06 -0.00026050486373137006 -2.7633947874079467e-05 -0.00079217505771875805 0.00045304704412515664 3.7413664122709633e-06 5.7606839809665193e-06 1.9323465147849106e-05 -4.5536933380674326e-06 -0.00014319544741191238 -1.502331370993204e-05 -4.3905911235881945e-05 -0.00021535789760001477 4.9184159583504081e-06 4.4381168138087899e-05 1.1777027024812981e-05 0.00011020866228552251 -5.7496077828851355e-05 0.00013204950940174599 -4.8816791828087956e-05 -0.00010568374310821583 -4.3143112457286745e-05 -2.636265446909647e-05
leaf_weight=25 26 36 77 414 45 44 123 111 31 35 34 35 174 81 71 79 119 373 54 43 88 39 160 156 46 86 86 69 50 136
leaf_count=25 26 36 77 414 45 44 123 111 31 35 34 35 174 81 71 79 119 373 54 43 88 39 160 156 46 86 86 69 50 136
internal_value=-0.00103156 -0.000648216 -0.001138 -0.000915556 -0.00149425 -0.00315565 0.000402878 -0.000164474 -0.000776173 -0.00147094 -0.00295943 0 0.00223881 -0.000847458 0.00338983 0.000564103 -0.00169697 -0.00105051 -0.00674157 -0.00199377 0.00137681 0.00196262 -0.00122302 0.00203252 0.00235294 0.00342857 -0.00328125 -0.00534483 -0.00567568 -0.00663102
internal_weight=2946 2735 2344 2239 1555 458 684 607 1097 832 408 424 391 107 284 389 154 484 88 320 265 213 277 235 220 174 117 105 211 186
internal_count=2946 2735 2344 2239 1555 458 684 607 1097 832 408 424 391 107 284 389 154 484 88 320 265 213 277 235 220 174 117 105 211 186
cat_boundaries=0 18 48 77 78 89 96 98 99 100 101 102 104
cat_threshold=147458 16 0 524288 524288 134217728 0 805306368 0 0 0 64 8388608 0 0 0 128 256 0 8 4 0 2147483648 0 262144 2147483648 0 0 0 2048 8192 0 0 0 0 0 4096 2048 0 0 0 0 0 49152 64 0 0 8192 16 0 0 0 0 1 0 0 0 32768 0 256 0 0 0 0 0 0 0 0 2147483648 0 0 0 0 1073741824 4 0 128 224256 1 128 68157440 0 0 0 131072 131072 33556480 32 32 0 128 67108864 0 0 0 131072 1073741824 20512 10 67242304 16810080 8192 68190272 2
is_linear=0
shrinkage=0.04


Tree=744
num_leaves=31
num_cat=14
split_feature=7 8 7 12 17 0 13 12 3 0 12 15 7 3 6 7 0 4 0 3 3 0 8 0 6 0 3 5 0 0
split_gain=2.05074 1.88445 1.99224 1.5519 1.3011 1.22349 1.12515 1.00028 1.68035 1.15515 0.968638 1.23639 0.943789 0.923406 0.901761 0.879282 1.20918 1.03943 0.860428 0.809007 0.695656 0.680856 0.641425 1.04614 0.571157 0.716085 0.551764 0.542298 0.540939 0.534022
threshold=0 1 2 3 4 40.675000000000004 5 6 1995.5000000000002 14.500000000000002 7 8 9 2009.5000000000002 10 11 24.500000000000004 1445190000.0000002 40.675000000000004 2020.5000000000002 2003.5000000000002 39.07500000000001 12 23.500000000000004 13 42.250000000000007 2016.5000000000002 1.0000000180025095e-35 42.250000000000007 27.750000000000004
decision_type=9 9 9 9 9 10 9 9 8 8 9 9 9 10 9 9 10 10 10 8 8 10 9 10 9 10 8 10 10 10
left_child=6 3 10 13 19 -6 -1 8 -4 -9 11 -3 -11 18 21 16 -10 20 29 -5 -17 -14 -12 -24 25 -22 -25 -8 -13 -2
right_child=1 2 7 4 5 -7 27 9 15 12 22 28 14 -15 -16 17 -18 -19 -20 -21 24 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-3.2426967939969133e-06 -1.7530953554540931e-05 -2.3613711767609403e-05 0.00055395955036949827 6.8507533789130547e-06 9.6818244593634972e-05 0.0001608548835429957 -2.9420789827945271e-05 -0.00023623702631589083 -3.7261821527749814e-05 -7.5515179077818571e-05 -1.010721586659713e-05 4.9605494328091031e-05 -8.0150580167526186e-05 3.7597912228122257e-05 -1.6175163909153411e-05 -3.9140061434963516e-05 5.8412431541015056e-05 -3.960617538915301e-05 1.9169145061503912e-05 -7.565549059961541e-05 3.6738569508543153e-06 2.8776107112449268e-05 1.7797430171739848e-06 1.8165283544391286e-06 -3.9429533486021741e-05 -7.2739707231477276e-05 0.00015051455808595904 -2.9027021431673461e-05 -3.6144513050118121e-05 -1.9930568446895336e-05
leaf_weight=102 29 165 34 27 119 33 98 36 35 114 104 104 50 27 358 25 81 29 38 84 128 257 196 31 264 47 123 27 28 149
leaf_count=102 29 165 34 27 119 33 98 36 35 114 104 104 50 27 358 25 81 29 38 84 128 257 196 31 264 47 123 27 28 149
internal_value=-0.000557255 -0.000242113 -0.000747748 0.00193424 0.0040146 0.00638037 -0.00411765 -0.00160654 -0.00278287 -0.000653753 0.000918635 -0.000844156 -0.000333333 -0.000393701 0.000266272 -0.00331148 0 -0.00400794 -0.00129032 0.000491803 -0.0036129 0.0018239 0.00206452 0.00288089 -0.00322727 -0.0011828 0.00541935 -0.00661765 0.00195804 -0.0024581
internal_weight=2942 2715 2209 506 263 152 227 1458 643 815 751 297 779 243 665 609 116 493 216 111 464 307 454 350 439 175 154 125 132 178
internal_count=2942 2715 2209 506 263 152 227 1458 643 815 751 297 779 243 665 609 116 493 216 111 464 307 454 350 439 175 154 125 132 178
cat_boundaries=0 15 45 63 65 66 67 68 69 70 82 83 95 116 117
cat_threshold=147458 0 0 2097152 589824 2 0 268435456 33554432 268435456 32 64 128 0 67108864 1073741824 1050634 0 0 0 0 262144 0 0 0 0 133124 0 0 268435456 0 0 0 4096 8192 0 0 4194304 8 0 16384 0 0 524288 8192 1 0 0 0 2 64 131072 139264 2048 32 8192 256 0 268435456 0 32 0 128 68198496 32 9 2 1286240 85084162 67108864 0 0 1074790400 0 32 0 0 0 65536 0 0 128 196 0 1 1048576 0 32 0 0 0 65536 0 0 128 0 4 0 0 0 0 0 0 0 0 0 0 2048 512 0 0 0 0 0 0 128 448
is_linear=0
shrinkage=0.04


Tree=745
num_leaves=31
num_cat=13
split_feature=7 7 12 3 8 1 12 2 1 6 2 5 12 8 9 1 3 6 2 6 3 2 12 2 2 16 2 2 2 1
split_gain=2.78604 1.81804 1.7877 1.38639 1.22156 1.16948 0.994474 1.04076 0.965379 1.0749 1.39457 0.921923 0.87117 1.05983 1.26998 1.20683 0.972819 0.925844 0.861416 0.868048 0.78495 0.784387 1.46915 1.65732 0.862772 1.18699 0.697521 0.6812 0.680192 0.657952
threshold=0 1 2 2012.5000000000002 3 4.5000000000000009 4 13.500000000000002 2.5000000000000004 5 30.500000000000004 5.5000000000000009 6 7 8 1.5000000000000002 2008.5000000000002 9 182.50000000000003 10 2012.5000000000002 46.500000000000007 11 10.500000000000002 27.500000000000004 12 17.500000000000004 2.5000000000000004 41.500000000000007 5.5000000000000009
decision_type=9 9 9 10 9 8 9 10 10 9 8 8 9 9 9 10 8 9 10 9 8 8 9 10 10 1 10 10 10 8
left_child=2 6 3 8 -3 -4 26 -8 27 11 -11 -10 16 -14 15 -15 -6 -16 19 -18 -17 22 24 -24 25 -19 -2 -1 -12 -23
right_child=1 4 5 -5 12 -7 7 -9 9 10 28 -13 13 14 17 20 18 21 -20 -21 -22 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.3222412829753125e-05 -0.00036847093912030005 -8.3702888784884522e-05 -0.00014265052978288396 -9.1203300615134715e-05 -3.6880044905274194e-05 1.5708252759765174e-05 8.0071985728125135e-06 -2.4237005924589993e-05 -5.9362464852341648e-06 -4.4251485595090404e-05 0.00052207921136879774 0.00010645780099736158 0.00020453446256031072 -0.00081028338077786092 1.7252550728450443e-05 -7.7369424171891415e-05 -0.00014463063423292511 -0.00013113576461741162 9.3763720139605774e-06 -5.7276115818183376e-06 -1.6556049374720772e-05 -0.00011449786249151828 -4.911109372052636e-05 0.00012683596581545943 -0.00011812760427531544 1.5288064012892734e-05 -2.1406430731474303e-05 -0.00059957779418827071 -5.6034894739553922e-06 -4.1299131111571795e-06
leaf_weight=31 81 108 29 30 73 351 55 47 39 110 36 88 102 25 352 34 102 29 27 353 210 109 66 79 38 53 40 30 65 69
leaf_count=31 81 108 29 30 73 351 55 47 39 110 36 88 102 25 352 34 102 29 27 353 210 109 66 79 38 53 40 30 65 69
internal_value=-0.00108316 -0.00186137 0.000902439 -0.000863636 -0.00142391 0.00286445 -0.00521368 -0.00176991 -0.00025 0.000589971 -0.00117117 0.00333333 -0.00114319 -0.000509771 -0.000893023 -0.00321429 -0.00243816 -7.44417e-05 -0.00182195 -0.00223684 -0.00244898 -0.00127753 7.5188e-05 0.00269231 -0.00305344 -0.000963855 -0.00772727 -0.00483871 0.00215686 -0.00335196
internal_weight=2861 2052 809 429 1829 380 223 102 399 338 211 127 1721 1166 1064 269 555 795 482 455 244 443 265 145 120 82 121 61 101 178
internal_count=2861 2052 809 429 1829 380 223 102 399 338 211 127 1721 1166 1064 269 555 795 482 455 244 443 265 145 120 82 121 61 101 178
cat_boundaries=0 18 36 37 60 62 63 64 90 92 93 94 96 97
cat_threshold=268451840 128 1677721600 2105348 0 134225920 33685504 4202496 33554432 1040 0 128 0 268435456 0 32 1073746048 128 2 16 1056768 0 524288 2 0 805306368 0 8192 32800 0 16 0 0 0 0 256 83904866 0 0 0 0 0 0 0 0 0 0 0 0 10240 0 0 4096 0 0 0 0 2147483648 0 4194304 32802 32 400 238592 16 0 0 0 0 0 0 0 0 0 0 2052 0 0 0 0 0 0 0 0 128 0 0 0 0 16384 257 20608 326 84 16795904 32 2
is_linear=0
shrinkage=0.04


Tree=746
num_leaves=31
num_cat=12
split_feature=7 13 7 9 9 1 2 9 2 13 12 4 4 4 3 12 2 2 2 2 2 2 2 4 3 12 2 2 6 6
split_gain=2.7248 1.48708 1.16169 1.06779 1.03518 1.05947 1.01945 0.941974 1.22811 1.15068 1.22812 1.18397 1.18034 1.1459 0.955383 0.870986 1.24141 0.870164 0.827546 0.861846 0.737105 0.861347 0.648969 0.636027 0.652118 0.626054 0.809246 0.948848 0.587798 0.586401
threshold=0 1 2 3 4 5.5000000000000009 145.50000000000003 5 58.500000000000007 6 7 313.50000000000006 925740000.00000012 120418.00000000001 2010.5000000000002 8 4.5000000000000009 1.5000000000000002 95.500000000000014 253.50000000000003 53.500000000000007 19.500000000000004 29.500000000000004 984745000.00000012 2008.5000000000002 9 32.500000000000007 41.500000000000007 10 11
decision_type=9 9 9 9 9 8 10 9 10 9 9 8 8 8 10 9 10 10 10 10 10 8 10 8 10 9 10 10 9 9
left_child=1 3 4 -1 5 20 -3 9 15 11 17 -4 -12 -13 -14 23 -17 -11 -10 -20 21 -2 -5 -9 -25 26 -15 -28 -27 -19
right_child=2 6 7 22 -6 -7 -8 8 18 10 12 13 14 25 -16 16 -18 29 19 -21 -22 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=1.0177053462498976e-05 -1.2002376177058238e-05 -5.7003279705050147e-05 -3.4898495677673227e-05 -1.9997443007468974e-05 8.8944544740812145e-05 1.8160155779867181e-05 2.3445946027322863e-06 0.00034275723552347872 -0.0003233149544990255 -0.00010991794799188882 -2.9642073797049308e-05 2.0858976286959318e-05 4.5744614165101894e-05 1.4020551702671469e-05 -1.091034298369209e-05 -0.00011045094515868214 -1.5226058732622506e-05 1.6790678188591813e-05 6.6480143026126368e-07 -6.8840354687083047e-05 2.3339380405573708e-05 -0.00045782639131331849 -0.00014834424196891405 -3.2585442829926591e-05 0.00033079599572047872 -5.4782173373268963e-06 -9.3633751442467891e-05 7.4602959834635383e-07 -3.5733292263628871e-05 -3.0102624888428411e-06
leaf_weight=104 36 128 42 74 153 93 26 25 33 31 25 58 301 133 31 84 198 128 32 28 40 45 39 119 28 349 25 89 293 169
leaf_count=104 36 128 42 74 153 93 26 25 33 31 25 58 301 133 31 84 198 128 32 28 40 45 39 119 28 349 25 89 293 169
internal_value=-0.000668919 -0.00382199 -0.000200077 -0.00149123 0.00185185 0 -0.00678788 -0.000546595 -0.00197133 -7.12166e-05 0.00117816 -0.00094 0.00277174 -0.000654008 0.00348348 -0.00114286 -0.00245734 -0.000589971 -0.00617021 -0.00327869 -0.00245902 -0.00463415 -0.00403226 0.0010929 0.000135135 -0.00101124 0.000697674 -0.00173913 -0.00165391 6.71141e-05
internal_weight=2959 371 2588 217 367 214 154 2221 547 1674 685 989 357 947 332 454 282 328 93 60 121 81 113 172 147 889 247 114 642 297
internal_count=2959 371 2588 217 367 214 154 2221 547 1674 685 989 357 947 332 454 282 328 93 60 121 81 113 172 147 889 247 114 642 297
cat_boundaries=0 18 19 36 38 40 42 43 45 46 47 48 49
cat_threshold=147458 128 0 2097152 524288 64 33554432 268435456 0 805306400 32768 256 268435600 0 67108864 0 128 384 10 268435457 268435456 638590976 262144 0 8192 0 8192 0 0 8192 128 0 268435456 0 0 4112 0 10240 0 10240 1073872896 6164 10 83970050 32 17891330 85074176 200 386
is_linear=0
shrinkage=0.04


Tree=747
num_leaves=31
num_cat=13
split_feature=7 8 12 0 7 0 2 12 4 2 0 8 2 12 13 0 11 7 5 12 2 6 2 2 2 2 2 0 2 8
split_gain=2.21255 1.5093 2.09124 1.51567 1.21363 1.15115 0.988201 0.875031 1.79353 0.869575 1.03747 0.694332 0.962655 1.02718 1.41714 1.04332 1.00297 1.36226 0.932042 0.886657 1.28441 0.781432 0.844902 0.725352 1.5633 0.754992 0.675567 0.77316 0.572748 0.572407
threshold=0 1 2 51.32500000000001 3 47.750000000000007 24.500000000000004 4 10438345000.000002 8.5000000000000018 35.600000000000009 5 4.5000000000000009 6 7 18.500000000000004 8 9 1.0000000180025095e-35 10 1.5000000000000002 11 31.500000000000004 12.500000000000002 39.500000000000007 70.500000000000014 1.5000000000000002 39.07500000000001 16.500000000000004 12
decision_type=9 9 9 10 9 8 10 9 8 10 10 9 10 9 9 10 9 9 10 9 10 9 10 10 10 10 10 10 8 9
left_child=-1 2 6 4 -3 7 -2 8 -6 10 -10 28 19 14 15 -14 18 -18 21 26 -21 22 -15 -16 -25 -26 27 -13 -9 -4
right_child=1 3 29 -5 5 -7 -8 11 9 -11 -12 12 13 16 23 -17 17 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-2.5980209831146794e-05 0.00016179016807988945 1.7674760341321873e-05 1.0817160738980647e-05 -0.00012567120533923059 -0.00019191865141646503 3.5711964981857134e-05 7.8232814206202764e-06 0.00015015128365607921 -1.1971887217896438e-05 -2.1251352653237633e-05 0.00012342452233145453 -0.00042223648058282493 7.5850648782704867e-06 -0.00023163294188382366 0.0018386867580102262 -0.00017935690072164336 -1.2962126170847909e-05 1.2303493569660873e-05 1.4841495419908313e-05 -1.632371354737927e-05 -0.00014880137157021522 -1.32846911082396e-05 -1.1448634414747972e-05 -9.263349764161433e-06 0.0026662990559207602 2.9747385946592432e-05 0.00048152035575220963 5.4418322435942915e-05 1.1363865231501791e-05 -2.8942124919666413e-05
leaf_weight=329 70 206 103 39 34 53 52 38 40 289 66 27 51 82 25 83 117 295 52 73 63 210 49 72 26 67 46 32 113 144
leaf_count=329 70 206 103 39 34 53 52 38 40 289 66 27 51 82 25 83 117 295 52 73 63 210 49 72 26 67 46 32 113 144
internal_value=-0.000787241 -0.000388128 0.00194737 -0.000779106 -0.000642534 -0.000943396 0.00601504 -0.00110712 -0.00268182 -0.0019697 0.0011215 -0.000639687 -0.000926865 -0.000442478 0.00143284 -0.00165517 -0.00120098 0.000189125 -0.00262376 -0.00322314 -0.00517007 -0.00345029 -0.00577465 0.00358209 0.00277108 0.00617021 -0.000172414 -0.003 0.00185185 -0.000232558
internal_weight=2946 2617 369 2248 2209 2003 122 1950 429 395 106 1521 1370 1129 324 134 805 412 393 241 136 341 131 190 165 93 105 59 151 247
internal_count=2946 2617 369 2248 2209 2003 122 1950 429 395 106 1521 1370 1129 324 134 805 412 393 241 136 341 131 190 165 93 105 59 151 247
cat_boundaries=0 18 48 49 61 62 83 85 86 89 106 108 109 135
cat_threshold=131074 0 1073741824 524800 524290 2 0 536870912 0 671088640 0 0 268435600 0 67108864 0 4096 256 268435456 2048 0 0 65536 0 262144 0 0 0 0 4 0 0 0 0 0 0 33558528 2048 0 0 0 8 0 268484608 0 0 524288 4096 17902656 0 1 67108864 0 0 0 0 8192 2048 32 0 256 1245440 16 0 0 0 0 0 0 0 0 32768 0 0 0 0 0 4096 0 0 0 0 128 67119136 2 2 16388 2147483648 524288 0 128 0 4 0 0 0 131072 0 0 0 0 0 0 0 0 16 16793602 32 136 0 0 0 0 65536 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 268451840
is_linear=0
shrinkage=0.04


Tree=748
num_leaves=31
num_cat=9
split_feature=7 8 8 1 2 0 12 6 12 2 2 5 2 2 8 0 2 2 12 5 12 4 2 2 5 0 2 0 2 2
split_gain=2.31686 2.20095 1.89169 1.17794 1.09685 1.04234 0.924663 0.819739 1.18572 1.65683 1.28987 1.63447 1.04911 0.870343 0.993654 0.815974 1.02025 0.815183 0.803503 0.895849 0.76674 1.30088 1.04116 0.72845 0.694852 0.67896 0.671395 0.642902 1.09717 0.961086
threshold=0 1 2 3.5000000000000004 3.5000000000000004 45.425000000000004 3 4 5 55.500000000000007 21.500000000000004 22.500000000000004 16.500000000000004 4771.5000000000009 6 16.750000000000004 44.500000000000007 19.500000000000004 7 5.5000000000000009 8 5081865000.000001 52.500000000000007 29.500000000000004 3.5000000000000004 15.500000000000002 49.500000000000007 42.710000000000008 70.500000000000014 92.500000000000014
decision_type=9 9 9 10 8 8 9 9 9 10 8 8 10 8 9 10 10 10 9 8 9 8 10 8 8 10 10 10 10 10
left_child=2 3 6 -2 -4 20 -1 23 9 10 12 -12 24 14 15 16 -10 -14 -5 -20 21 -6 -23 -3 -9 -8 -21 28 -11 -30
right_child=1 7 4 18 5 -7 25 8 13 27 11 -13 17 -15 -16 -17 -18 -19 19 26 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.2211728390312261e-05 -9.3300580638313598e-05 1.1839117527756572e-06 0.00019214069805805422 0.00032377068815783619 -0.0002820673135389029 -4.4747939682281413e-05 1.3619765534045315e-06 3.8017618647998578e-05 2.0219181411214038e-05 7.4797280720844135e-05 -0.00042551970354722359 -7.072352863680464e-05 1.3538424496566392e-05 0.00071125853321348128 -8.0622486581205529e-06 0.00024524400815138846 -7.7109957224976716e-05 -4.6647603146254826e-06 -1.1088860006225332e-05 1.1626719659574292e-06 -4.9832953732114049e-05 -2.1149391850343592e-05 -0.00065001641571754481 0.00010111205965053216 -3.2167606285611327e-05 -2.2306003978158629e-05 2.2596296372121572e-05 4.0109831803363247e-05 -3.3273728208982337e-05 1.0081572693465547e-06
leaf_weight=107 81 169 31 123 35 43 96 70 50 47 43 194 30 45 409 64 37 36 37 101 206 149 44 51 304 71 72 30 35 100
leaf_count=107 81 169 31 123 35 43 96 70 50 47 43 194 30 45 409 64 37 36 37 101 206 149 44 51 304 71 72 30 35 100
internal_value=-0.000728272 -3.74007e-05 -0.00257251 0.00254118 -0.00400771 -0.00456067 0.000140351 -0.000672464 -0.00100997 -0.00193333 -0.00292035 -0.00529412 -0.00163265 0.000357143 -7.13012e-05 0.00259259 0.000227273 0.00298507 0.00365269 0.00180995 -0.00395402 -0.00552301 -0.00443299 0.00155844 -0.00245333 -0.00168539 0.00310345 0.00112676 0.000218579 -0.00161765
internal_weight=2910 2128 782 414 508 477 274 1714 1494 889 677 237 440 605 560 151 87 66 333 210 434 228 193 220 374 167 173 212 182 135
internal_count=2910 2128 782 414 508 477 274 1714 1494 889 677 237 440 605 560 151 87 66 333 210 434 228 193 220 374 167 173 212 182 135
cat_boundaries=0 18 47 70 71 72 73 96 97 99
cat_threshold=2 49 536870912 2560 524290 8258 0 805437440 33554432 268435488 0 2097536 144 0 67108864 0 4096 384 1073741840 2060 0 0 0 0 0 0 1 0 0 2048 8192 512 268435456 4096 0 0 0 0 0 524288 4194304 8 0 16384 0 0 524288 0 8 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 8192 256 0 16777216 231682 80 16998498 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 98 232450 2
is_linear=0
shrinkage=0.04


Tree=749
num_leaves=31
num_cat=8
split_feature=7 8 12 2 12 13 4 1 2 2 2 13 5 2 2 6 0 4 2 2 0 12 1 5 2 2 4 2 2 2
split_gain=2.46447 2.33343 1.57022 1.10006 0.996635 0.907841 0.959525 0.97427 1.08365 1.06201 0.912463 0.873973 1.1951 1.35542 1.13095 0.981195 1.76301 1.25784 1.12283 1.19945 1.09142 0.851882 0.935663 0.801263 1.34048 1.07318 0.783499 1.58778 1.08571 0.816428
threshold=0 1 2 247.00000000000003 3 4 9330535000.0000019 5.5000000000000009 28.500000000000004 92.500000000000014 1.0000000180025095e-35 5 1.5000000000000002 6.5000000000000009 11.500000000000002 6 25.500000000000004 1104.0000000000002 9.5000000000000018 365.00000000000006 42.710000000000008 7 3.5000000000000004 2.5000000000000004 64.500000000000014 21.500000000000004 86.000000000000014 58.500000000000007 14.500000000000002 12.500000000000002
decision_type=9 9 9 8 9 9 8 8 8 8 10 9 8 10 10 9 8 8 8 10 10 9 10 8 8 10 10 10 10 10
left_child=3 4 5 21 -2 -3 -7 8 -8 -10 -9 12 -4 -14 -15 -13 -17 -18 -19 20 23 -1 -23 -20 25 -25 27 29 -28 -6
right_child=1 2 11 -5 26 6 7 10 9 -11 -12 15 13 14 -16 16 17 18 19 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=1.6523755308526235e-05 3.1439803353521254e-05 -1.9857108726100138e-05 -0.00098767284785953539 -0.00011969913331387972 3.9038928621693005e-06 -0.0002010917188428607 -0.00011116553030660726 4.9409619087015246e-06 0.00085128577473575723 -1.3520270592479732e-05 0.0016268829398486063 -9.5635021128259724e-06 -0.00043427076122252826 0.0012074482861243396 2.3093123665489657e-05 -0.00013026038492284898 0.00022341612579388937 9.9837852000987936e-05 3.5473079831191968e-05 0.00054538856054705317 8.0140140312323645e-06 3.6329981294755954e-05 -3.2157141945461377e-05 -3.5426942783516324e-05 1.1939479105080863e-05 -0.00081302590305973863 -9.7560955519782063e-06 -1.5889862743421192e-05 8.065109173088558e-05 0.000289224573354403
leaf_weight=105 119 622 28 44 120 33 39 29 26 33 34 443 42 38 265 35 37 101 35 27 76 25 265 46 53 43 32 57 37 73
leaf_count=105 119 622 28 44 120 33 39 29 26 33 34 443 42 38 265 35 37 101 35 27 76 25 265 46 53 43 32 57 37 73
internal_value=-0.000161998 0.000323599 -0.00023855 -0.00288889 0.00293987 -0.00159613 0.000780488 0.00209877 -0.00040404 0.003 0.0059375 0.000640625 0.00223958 0.00294798 0.00388158 -4.41014e-05 0.00125 0.00200477 0.0013089 0 -0.000866142 -0.00227273 -0.00332226 -0.00258427 -0.00391608 -0.00688889 0.00163636 0.00063745 0.00542857 0.00237113
internal_weight=2962 2523 2085 439 438 816 194 161 98 59 63 1269 373 345 303 896 453 418 381 280 253 395 290 177 142 89 319 250 69 193
internal_count=2962 2523 2085 439 438 816 194 161 98 59 63 1269 373 345 303 896 453 418 381 280 253 395 290 177 142 89 319 250 69 193
cat_boundaries=0 18 48 50 51 52 53 54 55
cat_threshold=147458 1 603987968 2097664 589824 134217794 0 268435456 0 8224 32800 256 8388736 0 67108864 0 0 128 1342177280 2056 4 0 0 0 0 0 1 0 0 133124 2048 0 0 4096 0 0 0 2048 0 0 4194304 8 0 16384 0 0 0 8192 165184 32 67161344 6 4 14 17845312
is_linear=0
shrinkage=0.04


Tree=750
num_leaves=31
num_cat=11
split_feature=7 7 12 12 0 8 2 9 2 2 2 0 6 0 14 2 7 8 2 12 0 0 2 2 0 0 2 2 2 2
split_gain=3.56549 1.99116 1.53576 1.27257 1.24727 1.32688 1.3468 1.24067 1.98773 1.31481 1.59475 1.48339 1.61017 1.39744 1.27595 1.0522 1.03715 1.26962 1.31597 1.04909 1.27967 0.991619 0.959093 1.28636 0.863585 0.68718 0.707391 0.673278 0.632899 0.611984
threshold=0 1 2 3 54.500000000000007 4 58.500000000000007 5 46.500000000000007 31.500000000000004 14.500000000000002 39.07500000000001 6 38.57500000000001 7 6.5000000000000009 8 9 84.500000000000014 10 27.750000000000004 36.400000000000006 136.50000000000003 18.500000000000004 16.750000000000004 24.500000000000004 43.500000000000007 17.500000000000004 1.5000000000000002 29.500000000000004
decision_type=9 9 9 9 10 9 10 9 10 10 10 8 9 10 9 8 9 9 8 9 10 10 10 8 10 10 10 8 8 10
left_child=3 2 21 -1 5 6 -3 14 9 10 11 15 -13 -12 24 -9 25 18 -18 20 -19 -2 23 -4 29 26 -16 -23 -21 -7
right_child=1 4 22 -5 -6 7 -8 8 -10 -11 13 12 -14 -15 16 -17 17 19 -20 28 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.9393153193029215e-05 2.9157796965293414e-05 -9.9576451623661913e-06 5.7329365397933434e-05 -2.2592824446192593e-05 -4.6805315785150013e-05 0.00011576173956125758 -0.00014980883234656518 -0.00021720846441525054 5.2274697779708391e-05 -0.00011431297205348301 0.0025702154191199612 0.00013498326447468402 -8.9724713127239399e-05 2.2400975057408345e-05 -3.8694551832918474e-06 -5.8362650573329232e-05 -1.1825074702898064e-05 -1.3316006892623022e-05 -0.0014759317814595364 8.6514697340760445e-05 0.00011006650667674478 -2.1049596634981073e-05 7.2027365224549558e-05 -0.00018322087578940939 -0.00031834041263728352 4.2823329613845827e-05 1.5484027438219529e-05 0.00045032549649995704 -8.5670893589551155e-06 -2.9957988482465227e-05
leaf_weight=113 43 68 64 205 39 28 34 32 106 53 25 118 121 104 45 31 81 57 25 27 119 33 26 102 53 124 43 57 940 59
leaf_count=113 43 68 64 205 39 28 34 32 106 53 25 118 121 104 45 31 81 57 25 27 119 33 26 102 53 124 43 57 940 59
internal_value=-0.000571237 -8.24588e-05 0.00279762 -0.00449848 -0.000495092 -0.000374891 -0.00460177 -0.000154405 0.00139767 0.000329897 0.00106481 -0.000528053 0.000916667 0.00476923 -0.00073201 -0.0059375 -0.000366848 -0.000809524 -0.00478632 -0.000398614 0.00235294 0.00597222 0.000394089 -0.000718563 -0.00423841 0.00215247 -0.000449438 0.00395604 -0.000920245 -0.00204545
internal_weight=2975 2657 325 318 2332 2293 102 2191 590 484 431 302 239 129 1601 63 1461 1249 106 1143 176 133 192 166 140 212 88 90 967 87
internal_count=2975 2657 325 318 2332 2293 102 2191 590 484 431 302 239 129 1601 63 1461 1249 106 1143 176 133 192 166 140 212 88 90 967 87
cat_boundaries=0 17 35 37 39 66 68 69 70 82 108 109
cat_threshold=0 161 536870912 0 524288 2 0 805306368 0 134225920 40992 0 144 0 0 0 16 1 268435472 1141899264 788480 0 8192 33554432 8192 0 16 0 0 0 0 0 32 4096 256 116736 32 41024 32 16 8 0 0 0 0 524288 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 0 68 257 14464 404 131088 0 0 0 4 2 134217728 0 0 65536 0 0 384 0 0 0 0 2147483648 0 0 2147483648 0 0 0 0 10240 512 0 4096 0 0 0 0 0 0 0 0 0 32768 1049664
is_linear=0
shrinkage=0.04


Tree=751
num_leaves=31
num_cat=12
split_feature=7 12 9 7 3 1 9 12 15 3 6 7 14 2 2 2 2 2 2 2 2 2 2 2 0 6 7 2 2 2
split_gain=2.29483 1.52977 2.0233 1.42773 1.15985 0.957551 0.86675 1.22234 1.23713 1.03415 1.02481 0.964594 1.18568 0.964547 1.31145 0.94094 0.878205 0.764662 1.38453 1.0734 0.993892 0.75587 0.655661 0.581892 0.564424 0.62304 0.562286 0.533903 0.531471 0.520665
threshold=0 1 2 3 2008.5000000000002 5.5000000000000009 4 5 6 2010.5000000000002 7 8 9 9.5000000000000018 83.500000000000014 12.500000000000002 3.5000000000000004 21.500000000000004 50.500000000000007 15.500000000000002 80.500000000000014 30.500000000000004 13.500000000000002 46.500000000000007 42.250000000000007 10 11 2.5000000000000004 49.500000000000007 74.500000000000014
decision_type=9 9 9 9 8 8 9 9 9 10 9 9 9 8 10 8 10 8 8 10 8 8 10 8 10 9 9 10 10 10
left_child=1 5 17 4 -2 -1 10 8 26 11 21 -9 24 -10 -15 16 -12 19 -19 -3 -20 22 -5 -17 25 -13 -8 -28 -6 -25
right_child=3 2 -4 6 28 -7 7 9 13 -11 15 12 -14 14 -16 23 -18 18 20 -21 -22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=-2.890061840403746e-06 -5.3378977895484074e-05 -8.6478151376923052e-06 -0.00013138718112571724 -0.00019248042649003594 7.361143080622412e-05 4.686252593721463e-05 4.6617454157527047e-06 -1.4295468570679759e-06 4.5812689814397343e-05 -8.7010601773229723e-06 8.8484991394821585e-05 3.9805822337513062e-06 -2.5216965612173683e-05 -2.7187867098135144e-05 0.00033256842101351934 3.2852008967978463e-05 -9.2230853953125799e-05 -8.8574340161855507e-05 7.5184168063913149e-06 0.00017264042028983795 -3.200833788660873e-05 -0.0001368487150720199 0.00021165600591427136 -6.1073990615128084e-05 4.6485460012455346e-05 0.00011798392592456964 2.2704968971716254e-05 -2.2072770384120589e-05 -9.3777241055903469e-06 3.3053288244460076e-05
leaf_weight=113 40 134 163 55 144 41 112 176 57 82 25 117 125 199 30 56 49 97 55 33 133 70 26 35 40 138 32 490 25 31
leaf_count=113 40 134 163 55 144 41 112 176 57 82 25 117 125 199 30 56 49 97 55 33 133 70 26 35 40 138 32 490 25 31
internal_value=-0.000731874 -0.00258974 -0.00348243 -5.54273e-05 0.003 0.000969697 -0.000398773 0 -0.00094522 0.00127721 -0.00217877 0.00187605 0.00287703 0.00121212 8.69565e-05 -0.000193237 -0.00373333 -0.00198704 -0.00328671 0.000119048 -0.00126984 -0.0045679 -0.00219512 0.00195122 0.00424837 0.00367188 -0.00192248 -0.00247655 0.00458824 -0.000597015
internal_weight=2923 769 615 2154 209 154 1945 1598 920 678 347 596 420 286 229 196 74 452 285 167 188 151 81 122 295 255 634 522 169 66
internal_count=2923 769 615 2154 209 154 1945 1598 920 678 347 596 420 286 229 196 74 452 285 167 188 151 81 122 295 255 634 522 169 66
cat_boundaries=0 18 19 21 36 38 39 40 41 50 51 52 59
cat_threshold=3 268435600 603979776 2048 0 134217728 0 537001984 33554432 9248 8224 128 268435584 0 0 0 144 256 82976 0 10292 268435456 1 1074798592 0 524288 8192 33554432 8192 0 134217728 32768 0 0 268435456 67108864 257 24592 254210 2216689664 28 0 0 0 0 0 0 131072 0 65536 8192 386 0 0 0 0 0 0 131072
is_linear=0
shrinkage=0.04


Tree=752
num_leaves=31
num_cat=5
split_feature=7 7 12 2 4 2 2 3 2 9 2 0 2 4 0 0 4 1 2 2 2 2 2 1 2 0 0 0 2 7
split_gain=1.85931 1.20082 1.05233 1.09829 1.3573 0.923042 1.51991 0.938516 0.883955 0.79437 0.961367 0.739132 0.702624 0.684066 0.677716 0.98911 0.644823 0.555887 0.555587 0.538008 0.498259 0.600815 0.478056 1.26539 1.04068 1.31744 0.550376 0.483969 0.533857 0.433781
threshold=0 1 2 20.500000000000004 45.000000000000007 9.5000000000000018 21.500000000000004 2012.5000000000002 89.500000000000014 3 30.500000000000004 39.07500000000001 1750.0000000000002 10347970000.000002 42.710000000000008 37.750000000000007 775.00000000000011 4.5000000000000009 535.00000000000011 32.500000000000007 74.500000000000014 108.50000000000001 6.5000000000000009 4.5000000000000009 15.500000000000002 35.850000000000009 35.850000000000009 37.750000000000007 10.500000000000002 4
decision_type=9 9 9 10 10 10 10 8 10 9 8 10 10 10 10 10 10 10 10 10 10 10 8 10 10 10 10 10 10 9
left_child=5 9 3 4 22 17 11 -8 19 10 -2 -7 13 18 15 20 -11 -1 29 -9 -5 -22 26 -24 27 -26 -3 -25 -29 -4
right_child=1 2 12 14 -6 6 7 8 -10 16 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-6.5811786996050616e-07 2.6306978810453077e-06 -3.5344178089893322e-05 6.1848564299893388e-06 1.9070263127431985e-05 2.7157876049699326e-06 -3.6906635811817525e-06 3.2295007540028563e-06 -2.8107788445730366e-05 -6.7365737243108018e-06 1.784895931262298e-05 0.00048562418590915259 0.00023816756586988674 -0.00011289104382399273 -0.00010765744438529624 1.1438596993897932e-05 -0.00013726990287736386 -6.2149469315144761e-05 -0.00027915023705020302 0.000442488319399601 -0.00045917992392155329 -1.5665211238058417e-05 2.230464242245489e-06 1.1683949204481793e-05 -4.5990550515853104e-05 -3.3849588112673247e-05 3.3315170637138183e-05 1.5360806048647647e-06 -0.00012051649510663509 -5.8664682661841992e-05 -3.3218261402367945e-06
leaf_weight=26 50 42 386 117 43 27 25 30 33 90 50 66 36 31 35 109 25 76 40 53 29 39 31 35 26 31 61 42 34 1215
leaf_count=26 50 42 386 117 43 27 25 30 33 90 50 66 36 31 35 109 25 76 40 53 29 39 31 35 26 31 61 42 34 1215
internal_value=-0.000593047 -0.000222393 -0.000484747 -0.00181022 -0.0034104 -0.00334294 -0.00204255 -0.00464789 -0.00615385 0.00256637 0.00504505 0.00191489 4.65387e-05 0.000167364 -0.000181818 -0.000813559 0.00015873 -0.00660194 0.000280146 -0.00833333 0.000967742 -0.00173913 -0.00435644 -0.0055 -0.00686391 -0.00241379 -0.00211538 -0.00910714 -0.0109091 0.000162297
internal_weight=2933 2597 2382 674 345 336 234 141 116 215 100 93 1708 1672 329 294 115 102 1641 83 185 68 302 199 168 57 103 111 76 1601
internal_count=2933 2597 2382 674 345 336 234 141 116 215 100 93 1708 1672 329 294 115 102 1641 83 185 68 302 199 168 57 103 111 76 1601
cat_boundaries=0 17 34 35 37 55
cat_threshold=131075 0 0 2099200 589856 0 0 805306368 0 402653184 40992 2097408 0 0 0 0 1073741824 0 17 1048576 524288 0 0 0 8192 0 48 0 64 0 268435456 67108864 32 128 84099104 0 10256 268435456 128 1073741824 4 2 0 0 131072 65536 8192 0 0 0 0 0 0 0 128
is_linear=0
shrinkage=0.04


Tree=753
num_leaves=31
num_cat=11
split_feature=7 7 3 12 3 0 0 14 4 4 0 12 6 9 0 12 12 1 3 0 1 4 1 0 1 0 3 0 9 6
split_gain=2.39763 1.49731 1.64026 1.29984 1.10849 1.01841 1.39944 0.945136 1.23114 1.06413 0.999361 1.75074 1.18765 0.949068 1.04644 0.921635 0.857779 1.8308 0.802852 0.762529 0.759349 0.738224 0.932321 0.719722 0.694118 0.685471 0.645368 0.60437 0.518593 1.00268
threshold=0 1 1989.5000000000002 2 2008.5000000000002 23.500000000000004 31.500000000000004 3 141.00000000000003 120418.00000000001 39.07500000000001 4 5 6 33.175000000000004 7 8 1.5000000000000002 2007.5000000000002 22.250000000000004 2.5000000000000004 8048725000.000001 5.5000000000000009 35.600000000000009 3.5000000000000004 33.175000000000004 2010.5000000000002 39.07500000000001 9 10
decision_type=9 9 8 9 8 10 10 9 10 10 8 9 9 9 10 9 9 10 10 10 10 10 8 10 10 10 10 10 9 9
left_child=19 16 -3 5 -5 -4 -7 9 10 -6 15 12 -12 14 -10 20 17 -2 24 -1 -9 22 -15 -21 -8 -18 -14 -25 -13 -30
right_child=1 2 3 4 7 6 18 8 13 -11 11 28 26 21 -16 -17 25 -19 -20 23 -22 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=8.6095738758729122e-06 0.00022975609275114551 0.00056422385508341226 1.7858883160073448e-05 -4.5531459052696736e-05 -2.5581324728776168e-05 -0.00013526204731903135 -0.00014341681733384348 -6.6361719814196364e-05 1.299314597012824e-05 -0.00026418017795293736 -1.6401053986641046e-05 6.5855663379466022e-07 0.00013164316178304603 3.4403465546262167e-05 -1.5038602788521872e-05 -4.5379031358656618e-05 1.3473276716524651e-06 -7.3045002378435694e-06 -0.00031590161741917199 -0.00019437494506185259 2.0395048365173808e-05 -3.4162117883411727e-05 0.0023137483666779701 3.1812047460952899e-05 3.0299942501201829e-05 2.0542363292435083e-05 -1.0492417199330362e-05 -2.7550633198565323e-05 -0.00016526240890563315 -6.3489792236026693e-06
leaf_weight=34 25 29 119 191 99 28 25 25 25 31 127 121 181 49 109 344 125 236 25 41 93 25 29 26 139 195 62 140 121 127
leaf_count=34 25 29 119 191 99 28 25 25 25 31 127 121 181 49 109 344 125 236 25 41 93 25 29 26 139 195 62 140 121 127
internal_value=-0.000475059 -0.000125184 -0.000618267 -0.000753817 -0.00118644 0.00149856 -9.17431e-05 -0.0008413 -0.0005245 -0.00397163 -0.00104825 -0.000135135 0.00178478 0.00210084 -0.000275862 -0.0025054 0.00165541 -7.35294e-05 0.00115789 -0.00420635 0.000620155 0.00473684 0.00708861 -0.00528846 0.00218182 0.00302115 0.00338583 -0.00407186 -0.00205263 -0.0030888
internal_weight=2946 2705 2124 2095 1759 336 217 1568 1438 130 1201 739 370 237 134 462 581 261 189 241 118 103 78 207 164 320 243 166 369 248
internal_count=2946 2705 2124 2095 1759 336 217 1568 1438 130 1201 739 370 237 134 462 581 261 189 241 118 103 78 207 164 320 243 166 369 248
cat_boundaries=0 17 35 37 38 39 40 42 43 44 46 47
cat_threshold=0 0 536870912 0 65536 66 33554432 805306368 33554432 134217728 8192 64 268435472 0 0 0 16 268435457 16 68165632 2097156 0 134217728 0 8192 67584 16 0 0 0 268435456 67108864 32 1073741824 128 10496 2 131088 17843266 26 256 6144 1212448 1075458 0 20512 78
is_linear=0
shrinkage=0.04


Tree=754
num_leaves=31
num_cat=15
split_feature=7 7 3 8 12 12 9 5 9 12 4 6 3 6 3 11 6 1 5 3 3 1 16 4 1 18 1 3 12 3
split_gain=2.49108 1.49369 1.67748 1.48699 1.19944 1.15716 1.06188 1.0894 0.930192 1.17646 0.980513 0.813894 0.926025 0.796393 0.751994 0.730145 1.14466 1.40722 1.29787 1.19042 0.854572 0.722529 1.39635 0.609445 0.915001 0.596492 0.568505 0.457776 0.56689 0.565378
threshold=0 1 1998.5000000000002 2 3 4 5 1.0000000180025095e-35 6 7 950.00000000000011 8 1997.5000000000002 9 1962.0000000000002 10 11 4.5000000000000009 5.5000000000000009 2010.5000000000002 2014.5000000000002 5.5000000000000009 12 680725000.00000012 5.5000000000000009 13 5.5000000000000009 2000.5000000000002 14 2012.5000000000002
decision_type=9 9 10 9 9 9 9 10 9 9 8 9 8 9 10 9 9 10 8 10 8 8 1 10 8 9 8 10 9 10
left_child=4 2 13 14 -1 6 -5 21 9 -7 -10 -6 -13 23 -3 -12 17 -17 -19 -18 -20 27 -23 24 -2 -14 -27 28 -8 -29
right_child=1 3 -4 5 11 8 7 -9 10 -11 15 12 25 -15 -16 16 19 18 20 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=1.5110871816403914e-06 7.17262876797875e-05 3.810132699872071e-05 2.2792842088534826e-05 2.4010502373030818e-05 -8.7070684066503646e-06 3.6944757462009648e-06 -3.6484697925232012e-06 -0.00018661815691707774 6.332147214905603e-05 -0.00011888787220627251 -6.8954128441944818e-06 5.6358882429918824e-06 -1.1087638148516988e-05 -1.5654447158297558e-05 -1.2843330132774612e-05 0.0022899225199990172 1.8581782844222515e-05 2.2656450203157873e-05 7.9843710722116153e-06 0.00017027367964843166 -0.00030326555272239378 -0.00017807174438488004 -4.414579798250884e-07 2.7545569225750911e-05 -2.7940662533012529e-05 -0.00010184430443672455 -0.00013574397568639541 0.00048169553545942992 -4.1479591868807119e-05 -1.0212728498046885e-05
leaf_weight=118 82 188 53 109 129 114 227 37 38 108 258 27 40 105 42 28 302 33 26 36 85 67 56 34 61 192 56 42 165 46
leaf_count=118 82 188 53 109 129 114 227 37 38 108 258 27 40 105 42 28 302 33 26 36 85 67 56 34 61 192 56 42 165 46
internal_value=-0.000289157 0.000288993 0.00271676 -0.00012884 -0.00265271 -0.000525727 -0.00171053 -0.00233487 0.000346487 -0.00188841 0.000979192 -0.0036044 -0.00472393 0.00155477 0.00282158 0.000676203 0.00153551 -0.0010929 -0.00275862 0.00286533 -0.00482143 -0.00195364 -0.00467742 0.00308511 0.00208333 -0.00553633 -0.00626506 -0.0012474 -0.00183206 0.00134831
internal_weight=2904 2342 335 2007 562 1777 749 640 1028 222 806 444 315 282 230 768 510 172 144 338 111 603 123 177 143 288 248 480 392 88
internal_count=2904 2342 335 2007 562 1777 749 640 1028 222 806 444 315 282 230 768 510 172 144 338 111 603 123 177 143 288 248 480 392 88
cat_boundaries=0 18 34 60 61 63 65 67 68 69 70 73 74 75 76 77
cat_threshold=16384 268435473 1610612736 526336 524320 8258 33554432 536870912 2048 671088640 40992 0 8388736 0 0 0 4240 128 131073 128 68165632 8192 0 0 4194304 8192 0 16 0 448 16 0 67108864 32 268435456 2056 0 0 0 1 0 0 0 0 0 0 10240 0 0 0 0 0 4096 0 0 0 4194304 0 0 16384 18022400 67225888 2 0 4100 1 16516 9218 144 136 32 2147484672 524288 146 2 4 67872
is_linear=0
shrinkage=0.04


Tree=755
num_leaves=31
num_cat=9
split_feature=7 8 17 12 8 2 12 5 0 3 2 7 6 9 2 3 2 2 2 2 3 3 2 2 2 3 2 0 2 2
split_gain=2.80392 1.80767 1.48801 1.99607 1.3408 1.33252 1.25231 1.90022 1.1937 1.11109 1.34156 1.36601 1.07865 1.00444 0.893693 0.871428 0.829709 1.23851 0.822851 0.859565 0.676281 0.849898 0.77766 0.661781 0.703993 0.971081 0.921373 0.644065 0.766306 1.35792
threshold=0 1 2 3 4 839.50000000000011 5 1.5000000000000002 22.750000000000004 2001.5000000000002 2.5000000000000004 6 7 8 8.5000000000000018 1998.5000000000002 12.500000000000002 55.500000000000007 25.500000000000004 144.50000000000003 2015.5000000000002 2019.5000000000002 12.500000000000002 3.5000000000000004 79.500000000000014 1977.5000000000002 129.50000000000003 25.500000000000004 12.500000000000002 18.500000000000004
decision_type=9 9 9 9 9 10 9 10 10 10 8 9 9 9 8 10 10 10 8 8 10 10 10 10 10 10 10 10 10 10
left_child=5 2 -2 -4 -3 13 7 9 16 10 -6 18 -10 -1 -14 23 -8 -18 -12 -20 22 -22 -11 -15 25 27 -26 -25 -29 -30
right_child=1 4 3 -5 6 -7 8 -9 12 20 11 -13 14 15 -16 -17 17 -19 19 -21 21 -23 -24 24 26 -27 -28 28 29 -31
leaf_value=-1.0889919878209752e-05 3.2937499707976773e-05 -8.5670438534961597e-05 2.356752393254169e-05 -2.7931233775007057e-05 -0.0001051067107465542 -1.4391898164447525e-05 1.2102583091504471e-05 -0.00052362799627665875 -3.1660820763619313e-05 -0.00013195284255502316 8.8037330534120891e-05 1.7805827804622254e-05 -2.60843878614736e-05 -2.0721762972897295e-05 -0.0001458655679321197 4.2027082169369124e-05 -3.1262866969470335e-05 3.1843060356351317e-06 -0.00014808731602158787 -1.8632611842868129e-05 8.4936428768145335e-06 -0.00011468960193020906 -0.00012471968546378775 -2.0209120944869597e-05 -2.1175458814397529e-05 -8.704893862294228e-05 6.1218186519340634e-06 0.00028016112437235564 -5.5461958631326524e-05 0.00020976066803047645
leaf_weight=108 106 103 111 323 53 39 78 33 305 25 38 430 52 65 204 79 173 74 41 42 45 40 57 25 33 28 35 53 27 76
leaf_count=108 106 103 111 323 53 39 78 33 305 25 38 430 52 65 204 79 173 74 41 42 45 40 57 25 33 28 35 53 27 76
internal_value=-0.000985527 -0.00159556 0.000435572 -0.000629213 -0.00220621 0.00151986 -0.00190476 -0.000736196 -0.00294314 -0.000336788 0.00046281 0.00105072 -0.00409253 0.00207547 -0.00599251 0.00291667 -0.00104294 -0.00217742 -0.00257576 -0.005 -0.00321429 -0.000697674 -0.00578313 0.00209913 0.00294964 0.00409524 -0.00057971 0.00516484 0.00611465 0.00403846
internal_weight=2901 2333 540 434 1793 568 1690 804 886 771 604 551 561 529 256 421 325 247 121 83 167 85 82 342 277 209 68 181 156 103
internal_count=2901 2333 540 434 1793 568 1690 804 886 771 604 551 561 529 256 421 325 247 121 83 167 85 82 342 277 209 68 181 156 103
cat_boundaries=0 17 47 48 49 78 80 97 98 100
cat_threshold=1 145 1074790400 2629636 2 134217728 0 8192 2048 0 0 384 0 0 67108864 32 1073741952 0 2060 4 0 2147483648 1 262144 0 0 32768 0 4 2048 1048576 0 4096 0 0 4096 0 256 0 4194304 8 0 0 0 0 0 8192 22 11616 16 0 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 2048 2147483648 0 0 0 0 16384 0 0 524288 1049698 34 0 0 0 0 0 0 131072 0 0 0 8192 0 0 0 0 0 4112 210 131328 16388
is_linear=0
shrinkage=0.04


Tree=756
num_leaves=31
num_cat=12
split_feature=8 12 2 2 2 8 7 2 10 0 12 2 2 8 2 12 12 3 7 13 3 1 2 5 2 2 12 3 0 2
split_gain=2.71943 1.64516 1.44639 2.25143 1.99593 1.35873 1.35211 1.35837 1.29794 1.51996 1.05996 1.11497 1.0389 0.962398 1.05883 0.79087 0.727598 0.705346 0.776656 1.22059 1.22935 1.19441 1.55143 1.33376 1.09456 0.864019 0.828753 1.56797 0.753369 0.673737
threshold=0 1 22.500000000000004 33.500000000000007 70.500000000000014 2 3 698.00000000000011 4 40.250000000000007 5 17.500000000000004 283.00000000000006 6 4.5000000000000009 7 8 1989.5000000000002 9 10 2000.5000000000002 5.5000000000000009 17.500000000000004 2.5000000000000004 26.500000000000004 15.500000000000002 11 2006.5000000000002 37.250000000000007 16.500000000000004
decision_type=9 9 8 8 8 9 9 10 9 10 9 8 10 9 10 9 9 8 9 9 10 8 10 8 8 10 9 8 8 10
left_child=1 2 -1 -4 -5 -2 10 8 12 -10 11 -7 15 16 -15 -8 29 -17 24 20 21 22 23 -20 25 -19 27 -21 -28 -3
right_child=5 13 3 4 -6 6 7 -9 9 -11 -12 -13 -14 14 -16 17 -18 18 19 26 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-3.7135818170810354e-05 -6.0369006668636872e-05 2.3921180765782426e-05 6.3926082804570679e-05 -9.5061050430231839e-05 1.2200467881129385e-05 -8.873678922313388e-05 -6.6070529640001042e-05 -5.7305440633861336e-05 -3.9191271420051519e-05 -0.00024524646581788547 -9.2224365150528341e-06 -8.2243620993551766e-05 0.00013491437846759879 3.6842771672951358e-06 2.81166674198019e-05 0.00030604011179370617 2.9792819344010014e-07 1.4717637128498495e-05 4.1891430844671622e-05 -0.00057485483577870869 8.537632889513703e-06 1.697830730265082e-05 -5.9710399618495559e-06 -0.00059216517705557698 0.00050454113782208768 -9.3889246714979889e-05 0.0003714857628773416 1.0671399445882912e-06 3.4754418593081482e-05 3.1506143667314745e-06
leaf_weight=110 101 69 39 84 143 60 126 52 114 42 116 71 39 49 118 32 286 45 26 25 125 48 139 84 37 27 57 252 244 161
leaf_count=110 101 69 39 84 143 60 126 52 114 42 116 71 39 49 118 32 286 45 26 25 125 48 139 84 37 27 57 252 244 161
internal_value=-0.000321697 0.00128972 -0.000826873 0.000749064 -0.000789474 -0.00123865 -0.000959368 -0.000498361 -0.000273411 -0.00359281 -0.00364341 -0.00605634 0.00015186 0.00244957 0.00505618 -4.73186e-05 0.00151803 0.000295139 0.000126126 -0.000237389 -0.00184758 -0.00328859 -0.0044 -0.00792793 0.00316667 0.000547945 0.000950764 -0.000625 0.00237179 0.00315353
internal_weight=2921 1059 376 266 227 1862 1761 1514 1462 156 247 131 1306 683 167 1267 516 1141 1109 1000 422 297 249 110 109 72 578 277 301 230
internal_count=2921 1059 376 266 227 1862 1761 1514 1462 156 247 131 1306 683 167 1267 516 1141 1109 1000 422 297 249 110 109 72 578 277 301 230
cat_boundaries=0 30 32 62 79 80 81 107 108 109 122 123 125
cat_threshold=0 8 0 134217728 2147483648 0 0 0 0 32768 0 2052 2048 1049088 0 4096 0 0 0 8192 0 0 20971520 0 0 268451840 0 0 0 8192 68158784 34 268435456 0 0 0 65536 0 0 0 1 0 0 0 0 0 0 0 0 0 33554432 0 2147483648 0 0 0 0 0 4 0 0 4096 16384 0 605036544 2621440 0 0 0 537001984 0 0 32768 0 0 0 0 0 4112 288 106530 0 0 0 0 0 0 0 0 0 32768 0 2052 0 1049088 0 0 0 0 0 0 0 0 16777216 0 0 268451840 149504 16984064 2 0 33554432 10752 0 0 0 0 65536 0 0 0 16 12 17891424 34
is_linear=0
shrinkage=0.04


Tree=757
num_leaves=31
num_cat=14
split_feature=7 8 12 12 12 6 11 4 0 6 0 1 0 4 12 11 1 4 1 12 7 11 0 1 1 4 12 0 1 0
split_gain=3.26384 2.98541 1.82982 1.73638 1.38332 1.29008 1.08318 0.921589 0.90346 0.891569 0.99327 2.044 0.840714 1.01401 0.641568 0.923716 0.631129 0.625524 0.623234 0.553331 0.539746 0.799689 1.12339 0.806055 0.462644 0.637898 0.419702 0.416129 0.414674 0.387718
threshold=0 1 2 3 4 5 6 972430000.00000012 39.07500000000001 7 32.500000000000007 3.5000000000000004 39.07500000000001 16098220000.000002 8 9 4.5000000000000009 52809240000.000008 5.5000000000000009 10 11 12 36.900000000000006 5.5000000000000009 1.5000000000000002 45.000000000000007 13 24.500000000000004 5.5000000000000009 23.500000000000004
decision_type=9 9 9 9 9 9 9 10 10 9 10 10 10 8 9 9 10 8 10 9 9 9 10 10 10 10 9 8 10 10
left_child=4 3 9 8 6 7 -1 26 -2 -3 11 -11 -12 -14 15 -7 -5 -17 -18 20 21 23 -23 -6 -22 -26 28 -13 -4 -8
right_child=1 2 5 16 19 14 29 -9 -10 10 12 27 13 -15 -16 17 18 -19 -20 -21 24 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.9457330135708164e-06 -0.00013043860609727176 -6.6664719554410114e-07 -4.3783421507015422e-06 5.3704069769651143e-05 0.00020602871107712418 -3.300035793287748e-06 0.00020701874318163505 -2.6046317529697659e-05 2.496087242271017e-05 -0.00027731227215721077 -8.5187317654202851e-05 -4.1326057095503193e-06 -0.00033600608765901543 -2.7458493088445834e-05 -7.267735658444963e-07 -9.7561302631277163e-07 4.3867209851136128e-05 -0.00012004662734177885 3.8212929435559318e-05 -6.0744301052650943e-06 -4.4473435008285376e-06 -0.00010106528046446073 1.0213036480379856e-05 -0.00010655005965961805 2.0259890659879434e-05 0.00047999789420305917 6.9032317798729538e-05 3.4086572057923091e-05 3.2091158381675201e-05 2.6405000197797791e-05
leaf_weight=103 35 151 196 27 73 187 32 48 74 50 69 142 61 305 293 25 86 84 27 148 43 44 85 28 108 42 195 38 27 116
leaf_count=103 35 151 196 27 73 187 32 48 74 50 69 142 61 305 293 25 86 84 27 148 43 44 85 28 108 42 195 38 27 116
internal_value=-0.000203874 -0.00103238 -0.00158342 0.003 0.00192077 -0.000469043 0.00435115 0.00109015 -0.000833333 -0.00299879 -0.00363905 -0.00155844 -0.00481651 -0.0040327 -0.0017 -0.00299674 0.00582781 -0.00583333 0.00754386 0.000790378 0.00152074 0.000165975 -0.00185714 0.00267857 0.00303922 0.00423841 0.00171838 0.000441989 0.00042735 0.00654088
internal_weight=2942 2120 1871 249 822 1055 251 466 109 816 665 230 435 366 589 296 140 109 113 571 423 230 129 101 193 150 418 180 223 148
internal_count=2942 2120 1871 249 822 1055 251 466 109 816 665 230 435 366 589 296 140 109 113 571 423 230 129 101 193 150 418 180 223 148
cat_boundaries=0 18 47 49 50 51 52 54 55 56 58 60 72 73 74
cat_threshold=268566529 0 1140850688 524288 32 134225920 131072 268443648 33619968 48 32800 128 0 0 67108864 0 128 384 0 0 4 0 2147483648 1 0 2147483648 0 32768 0 0 0 0 0 0 0 0 33554432 2048 128 0 4194304 8 0 16384 0 0 524288 91456 32 67151874 207872 148 32 1024 66 17860640 36 1024 49474 32 1 0 1073741824 0 0 0 131072 0 65536 0 0 128 32800 34
is_linear=0
shrinkage=0.04


Tree=758
num_leaves=31
num_cat=11
split_feature=7 8 12 3 7 12 0 17 2 11 3 2 0 12 9 3 2 2 3 4 4 4 7 2 2 2 2 7 2 3
split_gain=1.94155 1.53628 1.1109 1.0928 1.12405 0.907049 1.16876 0.843003 0.955116 0.762432 0.806771 0.870849 1.29153 0.690613 1.42012 1.13139 0.806302 0.933636 1.58012 0.711099 0.656943 0.947621 0.862194 0.94197 0.687533 1.23204 0.627672 0.711399 1.33806 1.2132
threshold=0 1 2 2021.5000000000002 3 4 38.20000000000001 5 104.50000000000001 6 1997.5000000000002 172.50000000000003 35.600000000000009 7 8 2002.5000000000002 94.500000000000014 9.5000000000000018 2017.5000000000002 345.00000000000006 54014.000000000007 26121510000.000004 9 25.500000000000004 33.500000000000007 43.500000000000007 131.00000000000003 10 51.500000000000007 2018.5000000000002
decision_type=9 9 9 10 9 9 10 9 10 9 8 10 10 9 9 10 10 8 8 10 8 8 9 8 10 10 8 9 10 8
left_child=5 2 -2 4 -3 6 -1 -4 -9 -6 -11 13 -13 19 15 -15 17 18 -16 26 -19 -22 24 -24 -23 -26 27 -12 29 -29
right_child=1 3 7 -5 9 -7 -8 8 -10 10 11 12 -14 14 16 -17 -18 20 -20 -21 21 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00088687625209910698 9.6706921443754366e-05 3.343797749188582e-05 -3.8392973569187915e-05 2.8155939713165877e-05 -4.4184691304280932e-05 -4.2463397236218728e-05 -1.5475259196762181e-06 3.9132670673325269e-06 0.0010738643800410231 -1.2318153278414456e-05 -1.3666125448601462e-05 -2.8845996969195653e-06 0.00029383977706366694 -1.2250185829572046e-05 -0.00042759710768407899 -0.00024676824424062715 -3.4538871826512717e-05 0.0001843764184726382 1.9286365942150498e-06 -0.00013409937897712609 -6.8856909752170738e-05 1.3304661812796326e-05 1.1059334015328659e-05 0.00013313760820011567 -4.3909908545423095e-05 3.9474237171077672e-06 -0.00021128478023303644 0.00013458350429807809 1.1649768599966138e-05 -2.0671527322022598e-05
leaf_weight=28 104 109 123 34 125 203 97 151 28 90 108 36 55 215 25 44 45 28 171 51 25 110 112 141 36 87 42 55 86 369
leaf_count=28 104 109 123 34 125 203 97 151 28 90 108 36 55 215 25 44 45 28 171 51 25 110 112 141 36 87 42 55 86 369
internal_value=-0.000102249 0.000267584 0.002494 -0.000153846 -0.000267775 -0.00294985 -0.000147059 0.00115016 0.00284211 -0.000483793 -0.000278064 -9.77199e-05 0.00369565 -0.000296973 0.000361905 -0.00214815 0.00121365 0.00154891 -0.000812183 -0.00124654 0.00240741 0.00207031 0.00246407 0.00401515 0.00057377 -0.00145161 -0.000907716 -0.000581583 7.67754e-05 -0.000847059
internal_weight=2933 2605 406 2199 2165 328 125 302 179 2056 1931 1841 91 1750 1039 259 780 735 196 711 539 511 486 253 233 123 660 618 510 424
internal_count=2933 2605 406 2199 2165 328 125 302 179 2056 1931 1841 91 1750 1039 259 780 735 196 711 539 511 486 253 233 123 660 618 510 424
cat_boundaries=0 17 47 48 66 67 68 71 73 75 92 101
cat_threshold=2 268435472 536870912 512 32 2 0 805306368 33554432 268435456 32 320 144 0 0 0 16 268435456 2 0 134217728 65536 1 262144 2147483648 0 0 0 0 0 1048576 0 4096 0 0 0 2048 0 0 4194304 0 0 268484608 0 0 0 12288 174112 0 0 0 2099200 0 64 0 8192 0 16 0 0 0 0 0 32 1073741824 256 68257856 44 2147483648 512 524288 83945536 2 0 4148 0 0 0 0 0 0 131072 131072 65536 0 0 0 0 0 0 0 4096 0 1 67108864 4 0 0 0 0 65536
is_linear=0
shrinkage=0.04


Tree=759
num_leaves=31
num_cat=10
split_feature=7 17 6 2 11 7 2 9 12 2 2 2 4 12 5 2 0 11 12 4 2 2 5 2 2 2 0 3 0 4
split_gain=1.877 1.15511 1.28541 1.46877 1.18243 1.07909 1.09374 0.900236 0.997031 1.62625 1.05762 1.00211 1.70064 0.955646 1.03951 0.999874 1.40314 1.0835 0.941268 1.0403 0.884628 0.880199 0.871084 1.17152 0.838398 0.793592 0.743945 0.73561 0.748759 0.721568
threshold=0 1 2 37.500000000000007 3 4 89.500000000000014 5 6 3.5000000000000004 21.500000000000004 31.500000000000004 9950.0000000000018 7 1.5000000000000002 416.00000000000006 36.400000000000006 8 9 2050.0000000000005 53.500000000000007 21.500000000000004 2.5000000000000004 8.5000000000000018 32.500000000000007 57.500000000000007 32.500000000000007 2016.5000000000002 42.960000000000008 2025703500.0000002
decision_type=9 9 9 8 9 9 8 9 9 8 10 10 10 9 8 8 10 9 9 8 10 10 8 10 10 10 10 10 8 10
left_child=1 26 4 -4 24 6 21 8 10 -10 -7 -11 25 14 -9 17 -17 18 -15 -20 -21 -2 -6 -24 -3 -13 -1 28 -16 -28
right_child=5 2 3 -5 22 7 -8 13 9 11 -12 12 -14 15 27 16 -18 -19 19 20 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-3.6366864833325965e-07 0.00012073359413463436 1.835944714017046e-06 -5.8259965919162938e-05 1.2971934401662111e-06 -1.5516559310597699e-05 -8.3119214330764631e-05 0.00022563280071953074 -0.00072180988624655381 -0.00021284067064598845 3.5044982429397462e-05 6.1086420341638359e-05 -3.2701166112758528e-05 -6.406527654416294e-05 4.368503976742488e-05 -2.2392074540107388e-05 -3.0096541823354528e-06 0.000717425692198006 -3.4577504218518132e-05 0.00097587598021316787 -2.7157186386830291e-05 4.6839954937212269e-05 -2.1502743003267712e-05 0.00023620495715427126 1.9884530890479371e-06 -5.7444328364226747e-05 2.6853774572863642e-05 -0.00032788399956430682 5.9125550876615312e-06 1.9888786454771434e-05 -2.9067628660683907e-06
leaf_weight=33 76 51 129 81 28 85 34 30 32 195 41 27 30 150 623 37 47 231 28 293 77 107 33 124 52 50 89 54 47 26
leaf_count=33 76 51 129 81 28 85 34 30 32 195 41 27 30 150 623 37 47 231 28 293 77 107 33 124 52 50 89 54 47 26
internal_value=-0.000612037 -0.00249619 -0.00149312 -0.0038009 0.000267559 -6.94143e-05 0.00254386 -0.000354406 0.00118896 0.00231884 -0.00175182 0.00330033 0.000185185 -0.000798526 -0.00183007 0.000114416 0.00423529 -0.000333333 0.000644007 -0.000391198 -0.00097035 0.00141304 0.00214286 0.00341772 -0.00298246 0.00333333 -0.00553459 -0.00154483 -0.0019076 -0.00741379
internal_weight=2940 646 498 210 288 2294 217 2077 460 334 126 302 107 1617 754 863 84 779 548 398 370 183 185 157 103 77 148 724 670 115
internal_count=2940 646 498 210 288 2294 217 2077 460 334 126 302 107 1617 754 863 84 779 548 398 370 183 185 157 103 77 148 724 670 115
cat_boundaries=0 17 18 19 21 33 35 36 38 39 41
cat_threshold=16384 16 1610612736 0 65568 0 0 809508864 33622016 32 8224 64 144 0 67108864 0 4112 38 392 32 2147484672 268566529 268435456 67117056 2629632 0 134225920 0 0 0 134217728 0 2097152 1073741824 12292 98560 68240480 32 36 16809984 2
is_linear=0
shrinkage=0.04


Tree=760
num_leaves=31
num_cat=12
split_feature=7 8 12 8 3 7 0 5 0 2 2 7 0 2 2 2 1 2 12 2 11 6 3 3 2 2 2 7 12 18
split_gain=2.28906 1.52208 1.18899 1.08085 1.03737 1.0736 1.01773 0.913878 0.878737 0.971537 0.793176 0.791552 0.721828 0.671834 0.74237 0.616558 0.65674 0.830597 0.579116 0.853028 0.62431 0.829814 0.614287 0.60746 0.769468 0.708221 0.626974 0.633445 1.4457 1.09379
threshold=0 1 2 3 2020.5000000000002 4 37.750000000000007 5.5000000000000009 43.675000000000004 31.500000000000004 119.00000000000001 5 33.175000000000004 11.500000000000002 37.500000000000007 3.5000000000000004 5.5000000000000009 56.500000000000007 6 100.50000000000001 7 8 2001.5000000000002 1984.5000000000002 194.50000000000003 4.5000000000000009 10.500000000000002 9 10 11
decision_type=9 9 9 9 10 9 10 8 10 8 8 9 10 10 10 10 8 10 9 10 9 9 10 10 10 8 8 9 9 9
left_child=2 7 -1 8 5 12 -4 -2 9 -3 13 15 -5 -8 -15 -7 17 -17 19 -13 22 -22 -20 24 25 -23 -27 28 -28 -29
right_child=1 3 6 4 -6 11 10 -9 -10 -11 -12 18 -14 14 -16 16 -18 -19 20 -21 21 23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-9.3797102117534342e-05 1.8523057600106086e-06 1.075982709927814e-05 -7.8959418878028482e-05 4.6646253603910284e-06 2.2645829705503217e-05 -9.0207389531542505e-05 4.2273053073671461e-05 -3.3207061648781175e-05 0.00011199636426535875 -3.6512427003643213e-06 6.0511334439610212e-05 -4.5102088959581012e-06 -2.6769915378679344e-05 -9.5147392036594176e-05 1.7502389004420138e-06 0.00015840542641541334 -1.1085394473759891e-05 0.00058751652221403108 4.3729045062725904e-05 -0.00017249761956961152 -2.7889909223404174e-05 2.8360063240029376e-05 -1.8580988245275876e-06 1.5521046600994737e-05 0.00050845006947461966 -9.9730351934965717e-05 9.0545122554495098e-05 2.3908863980039996e-05 -3.0926915931459579e-05 -2.9556966153876375e-05
leaf_weight=101 77 118 101 47 48 27 31 143 38 134 49 406 95 39 33 43 34 27 94 25 370 97 27 157 25 73 118 66 125 206
leaf_count=101 77 118 101 47 48 27 31 143 38 134 49 406 95 39 33 43 34 27 94 25 370 97 27 157 25 73 118 66 125 206
internal_value=-0.000430252 -1.52033e-05 -0.00339726 0.000282041 -3.77181e-05 -0.000174503 -0.00174242 -0.00311688 0.00252492 0.00173913 0.000261438 8.28586e-05 -0.00339869 -0.00173077 -0.00383562 0.00295775 0.00457143 0.00676056 -0.000144444 -0.00140271 0.000262966 -1.60256e-05 0.00287879 0.000660592 0.000168776 -8.74636e-05 -0.000611205 -0.000116279 0.00133858 -0.00141343
internal_weight=2974 2620 354 2400 2110 2062 253 220 290 252 152 1920 142 103 72 131 104 70 1789 431 1358 1237 121 867 710 685 588 515 243 272
internal_count=2974 2620 354 2400 2110 2062 253 220 290 252 152 1920 142 103 72 131 104 70 1789 431 1358 1237 121 867 710 685 588 515 243 272
cat_boundaries=0 18 44 46 75 86 102 103 105 106 114 115 116
cat_threshold=2 268435600 536870912 0 524288 134217794 33554432 268435456 0 0 0 0 268435584 0 67108864 0 4240 32768 1342177280 0 0 0 2147483648 0 262144 0 1 0 0 2048 8192 0 0 0 0 0 33554432 0 0 0 0 0 0 1073741824 1048672 32 0 2052 4 0 65536 0 0 0 0 32768 0 131072 0 0 268435456 4096 0 0 0 0 0 0 4194304 8 0 32768 0 0 524288 0 0 0 524292 0 0 0 0 33554432 134217760 40960 0 0 8192 2097152 34 0 0 8192 0 0 0 256 0 0 0 32 67289344 16384 1536 22 0 0 0 0 0 0 131072 131072 76832 4
is_linear=0
shrinkage=0.04


Tree=761
num_leaves=31
num_cat=12
split_feature=7 7 4 12 6 7 2 4 3 2 2 1 10 2 2 11 2 7 12 12 3 2 2 4 2 17 3 2 2 11
split_gain=2.77802 1.64974 1.35231 1.22213 1.18921 1.00058 1.18 0.925705 0.919669 0.91907 0.916459 1.02641 0.898711 1.98435 1.31709 1.25601 2.2945 1.49361 1.3521 1.18458 1.24393 1.67095 1.3313 1.1699 0.960985 0.841469 0.975854 1.00591 0.778169 1.01505
threshold=0 1 625.00000000000011 2 3 4 44.500000000000007 3990640000.0000005 2007.5000000000002 60.500000000000007 34.500000000000007 5.5000000000000009 5 6.5000000000000009 1.5000000000000002 6 171.00000000000003 7 8 9 2016.5000000000002 28.500000000000004 6.5000000000000009 3500075000.0000005 21.500000000000004 10 1980.5000000000002 10.500000000000002 10.500000000000002 11
decision_type=9 9 8 9 9 9 10 10 8 10 10 8 9 10 10 9 10 9 9 9 8 10 10 8 10 9 10 10 8 9
left_child=8 2 -2 5 10 6 -3 -6 -1 -8 11 -4 13 14 -5 16 19 24 23 25 -21 22 -22 -19 -17 26 27 -14 -7 -30
right_child=1 3 4 12 7 28 9 -9 -10 -11 -12 -13 15 -15 -16 17 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.713300639876849e-05 -0.00028520652152838724 -9.8690143325192987e-05 -5.116700097062221e-05 -5.1656089478058219e-06 8.4996620253718897e-06 1.3314067954510733e-05 0.00038279125856455209 -7.5801042122876084e-05 3.6196703146273991e-05 -2.4517192818329648e-05 -3.5695228624668116e-05 1.5471855808684154e-05 -0.001061603574501362 1.6860252138570786e-05 -0.00071307524772322493 0.00014340772698435701 -0.00020834334669913801 0.00011635717874440843 -8.2544340619961081e-06 -2.9436475427679908e-05 0.00037595419018209952 0.0018441407804210286 -5.9148752694682117e-06 8.6355385541736498e-06 5.908991399685704e-06 1.5838324113559566e-06 1.8052669189536632e-05 -1.1659156899064272e-05 -4.848380687363374e-05 -8.9450923763223505e-07
leaf_weight=26 26 170 87 37 149 132 33 37 197 48 48 25 45 90 29 52 26 41 213 38 29 37 53 260 54 423 28 58 125 324
leaf_count=26 26 170 87 37 149 132 33 37 197 48 48 25 45 90 29 52 26 41 213 38 29 37 53 260 54 423 28 58 125 324
internal_value=-0.00034002 -0.000696481 -0.00313316 -0.000297114 -0.00253602 -0.00151839 -0.00358779 -0.000203046 0.00384615 0.000243902 -0.00491228 -0.00318584 0.000380577 -0.00239521 -0.00776119 0.000716374 -0.00040107 0.00202853 0.00106667 2.80899e-05 0.00297619 0.00516667 0.00192771 0.00275641 0.00615385 -0.000849558 -0.00352113 -0.00557692 -0.000574324 -0.00137778
internal_weight=2940 2717 372 2345 346 832 251 186 223 81 160 112 1513 156 66 1357 737 620 514 711 157 119 82 301 106 554 131 103 581 449
internal_count=2940 2717 372 2345 346 832 251 186 223 81 160 112 1513 156 66 1357 737 620 514 711 157 119 82 301 106 554 131 103 581 449
cat_boundaries=0 17 35 37 38 50 51 53 67 68 69 70 71
cat_threshold=1 268435456 1073750016 524288 0 134217728 4194304 8192 0 134217744 32800 256 0 0 0 0 1073741952 0 0 603979776 2097664 589826 0 0 272629760 33554432 268443648 8192 0 268435472 0 0 32 4096 256 149824 34 326 0 1 0 4 0 0 131072 0 65536 0 0 128 17 16388 2148532736 0 128 0 4 0 0 0 536870912 2048 0 0 128 0 268435456 106498 67208194 8 32772
is_linear=0
shrinkage=0.04


Tree=762
num_leaves=31
num_cat=14
split_feature=8 9 6 12 0 3 8 12 3 6 3 0 0 0 12 0 3 8 11 3 8 11 5 3 3 12 3 5 12 0
split_gain=1.53593 0.937258 1.98267 1.90182 2.00421 1.3637 1.07237 1.23209 1.02211 0.837799 1.1732 0.735628 0.662101 2.20335 0.658566 0.97078 1.33814 0.643652 0.593106 0.763571 0.525158 0.836953 0.445138 0.440475 0.415477 0.41405 0.675567 0.380418 0.37865 0.343293
threshold=0 1 2 3 42.250000000000007 2014.5000000000002 4 5 2020.5000000000002 6 2001.5000000000002 35.600000000000009 35.600000000000009 31.500000000000004 7 10.500000000000002 2004.5000000000002 8 9 2017.5000000000002 10 11 5.5000000000000009 1980.5000000000002 2001.5000000000002 12 2018.5000000000002 1.5000000000000002 13 44.07500000000001
decision_type=9 9 9 9 10 10 9 9 10 9 8 10 10 8 9 10 10 9 9 8 9 9 8 10 8 9 8 8 9 10
left_child=14 6 3 22 11 23 -2 12 9 25 -11 -5 13 -8 20 -16 17 -17 19 -12 -1 -22 -3 29 -14 26 -9 -19 -29 -4
right_child=1 2 5 4 -6 -7 7 8 -10 10 18 -13 24 -15 15 16 -18 27 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.7035355131109784e-06 -4.657263028136072e-05 3.8239582150154658e-05 6.9449433464789933e-05 -4.0653448333216601e-06 1.7391254932874744e-05 0.002309577902875155 -2.199370367229392e-05 5.2406812563781105e-05 -0.00010503979752840564 -0.001322093551558794 3.4748835020437242e-05 -0.00012977109223406559 -3.4275562375185591e-05 -0.00024721779125421508 -0.00012909847086831406 2.1331111468256835e-05 1.4547345738620265e-05 -0.00011735738462721912 8.1596755443769104e-06 -0.000100576050851231 3.5513166210492388e-05 4.8167787945274653e-06 -2.2064008903299738e-06 -1.9069303947887306e-05 -7.4682188643748762e-06 6.8455951117130104e-05 -1.2496711789111715e-05 2.700961183563777e-06 -3.7867531451496462e-06 -1.3554170758567353e-06
leaf_weight=103 100 65 184 43 34 28 64 46 29 29 41 131 25 28 67 250 37 30 161 110 100 288 53 40 250 165 59 124 215 32
leaf_count=103 100 65 184 43 34 28 64 46 29 29 41 131 25 28 67 250 37 30 161 110 100 288 53 40 250 165 59 124 215 32
internal_value=-0.000170532 -0.0009375 0.000322061 -0.00178042 -0.00401826 0.00271186 -0.00162791 -0.00119843 -0.000122888 0.000228758 -0.00107955 -0.00594286 -0.00301587 -0.00602151 0.000914286 0.00013624 0.000608828 0.00016129 -0.000383387 -0.00209877 0.00203187 0.00270677 0.00217054 0.0018677 -0.00210145 0.00185053 -0.000172414 -0.000894737 -0.000529412 0.00258065
internal_weight=2931 1717 610 326 208 284 1107 1007 640 611 341 174 367 92 1214 723 656 619 312 151 491 388 118 256 275 270 105 369 339 216
internal_count=2931 1717 610 326 208 284 1107 1007 640 611 341 174 367 92 1214 723 656 619 312 151 491 388 118 256 275 270 105 369 339 216
cat_boundaries=0 26 28 29 30 60 62 63 64 90 91 117 119 121 122
cat_threshold=0 2052 4 0 2147557376 0 0 0 0 0 0 2052 10304 512 0 4096 0 0 0 0 384 0 16777216 0 0 49152 256 18592 284 98 16 0 0 134217728 0 1 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 67276032 32 324 1124448 0 2052 0 0 0 0 0 0 0 0 0 0 0 512 0 4096 0 0 0 0 128 0 0 0 0 49152 36 0 0 0 0 0 0 0 0 0 0 0 2048 10240 512 0 0 0 0 0 0 0 0 0 0 0 16384 4 2147483648 73760 2 67273728
is_linear=0
shrinkage=0.04


Tree=763
num_leaves=31
num_cat=12
split_feature=7 7 11 12 14 2 12 2 12 18 0 2 2 2 15 2 2 3 6 0 17 12 4 3 4 3 4 3 3 2
split_gain=2.20284 1.65076 1.11642 1.20053 1.03205 1.03543 0.990382 0.980342 0.96735 0.961557 0.838337 0.79722 1.98565 0.950472 0.749727 1.21357 1.11793 1.01017 1.04041 1.45081 1.12787 1.33278 0.987589 0.834884 0.726549 0.622832 0.592079 0.603026 1.10613 1.07249
threshold=0 1 2 3 4 50.500000000000007 5 9.5000000000000018 6 7 24.500000000000004 4.5000000000000009 26.500000000000004 36.500000000000007 8 7.5000000000000009 79.500000000000014 2017.5000000000002 9 22.250000000000004 10 11 3550.0000000000005 2004.5000000000002 10347970000.000002 2002.5000000000002 950.00000000000011 2018.5000000000002 1996.5000000000002 5.5000000000000009
decision_type=9 9 9 9 9 8 9 10 9 9 10 10 10 10 9 8 8 10 9 10 9 9 8 10 8 10 8 8 10 8
left_child=-1 8 6 26 9 -6 11 -8 24 -5 -9 -3 -13 -14 15 -11 17 18 19 -16 22 23 -20 -22 -2 -17 -4 28 -28 -29
right_child=1 2 3 4 5 -7 7 10 -10 14 -12 12 13 -15 16 25 -18 -19 20 -21 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-3.5932780460399271e-05 2.1426873291119365e-05 2.3245796723614378e-05 3.0033186282985014e-05 0.0010315983148744578 -8.6239490686423892e-05 -7.6972226345617407e-06 -1.5003946043066207e-05 1.0244717157803507e-05 0.00019666201008092799 -0.00010083820562726942 4.0181085828265848e-05 -5.9899174399546952e-05 2.9077976472322576e-05 -7.3712847166973462e-06 1.3799478887790428e-05 7.2136124840866962e-05 -5.864676129782254e-05 -6.6494349867554094e-05 -0.00039508269962233554 -6.1980573858591017e-05 0.00039115991250675107 -4.062490258505136e-07 -6.5942521395356838e-07 0.0021831611083624127 -6.0849692967934748e-06 3.9734386479146621e-05 -0.00044326881336139936 1.4903269538280029e-05 5.2480490058570696e-06 -4.4922910285833949e-05
leaf_weight=373 26 27 30 26 62 97 68 258 101 37 52 64 28 117 33 39 135 68 25 149 155 140 146 29 89 26 29 63 93 351
leaf_count=373 26 27 30 26 62 97 68 258 101 37 52 64 28 117 33 39 135 68 25 149 155 140 146 29 89 26 29 63 93 351
internal_value=-0.000871638 -0.00044289 -0.000754877 -0.00127294 -0.000526316 -0.00341176 0.000704 0.00195373 0.00281938 -3.92542e-05 0.0029582 -0.00129555 -0.00219048 0.000410959 -0.000244151 0.00283186 -0.000628507 -2.68097e-05 0.000442478 -0.00207254 0.0013834 0.00274627 -0.00120879 0.00492308 0.00015873 0.00636364 -0.00277296 -0.00312849 -0.000650407 -0.00385542
internal_weight=2936 2563 2347 1733 1167 159 614 378 216 1008 310 236 209 145 982 102 880 745 677 182 495 324 171 184 115 65 566 536 122 414
internal_count=2936 2563 2347 1733 1167 159 614 378 216 1008 310 236 209 145 982 102 880 745 677 182 495 324 171 184 115 65 566 536 122 414
cat_boundaries=0 17 35 38 40 41 42 44 45 46 47 48 49
cat_threshold=268451840 48 537919488 0 524322 134217730 0 0 0 0 32 0 16 268435456 67108864 32 4112 1 268435456 270336 8192 0 8192 0 268443648 0 8208 0 2097344 0 0 0 0 128 256 32 2147484192 1 67184640 34 8321 17867072 1048642 32 4 2149580800 12 8 32770
is_linear=0
shrinkage=0.04


Tree=764
num_leaves=31
num_cat=11
split_feature=7 8 7 12 2 11 3 12 7 12 2 2 12 3 2 8 2 3 3 2 0 0 2 0 9 2 2 2 2 2
split_gain=2.82241 1.72485 1.55365 1.88765 1.42869 1.27121 1.1832 1.13242 1.13167 1.16542 1.02989 0.908761 0.734068 1.09994 0.944379 0.714846 0.901321 0.70493 0.74182 0.6903 0.640319 1.19095 0.64764 0.634323 0.7844 1.45715 1.07542 0.737433 0.620398 1.07364
threshold=0 1 2 3 39.500000000000007 4 2012.5000000000002 5 6 7 74.500000000000014 7.5000000000000009 8 2003.5000000000002 2.5000000000000004 9 4.5000000000000009 2005.5000000000002 2010.5000000000002 29.500000000000004 44.07500000000001 48.175000000000004 4.5000000000000009 36.400000000000006 10 59.500000000000007 28.500000000000004 19.500000000000004 39.500000000000007 15.500000000000002
decision_type=9 9 9 9 10 9 10 9 9 9 10 10 9 8 8 9 8 8 8 10 8 8 8 10 9 8 8 10 10 10
left_child=6 7 3 4 -3 11 -1 10 9 -7 -2 -4 13 -10 -14 -9 -17 -16 -19 -5 22 -22 -15 27 25 -25 -26 -24 29 -11
right_child=1 2 5 19 -6 8 -8 15 12 28 -12 -13 14 20 17 16 -18 18 -20 -21 21 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-1.8405081290637783e-05 3.8935853795862839e-06 3.1746237120344743e-06 -0.00010995564291761185 4.5809157120046967e-06 0.0026453485774303332 -2.7593262888814254e-07 -8.7637444133790158e-05 8.1642797830738803e-07 9.108284812903378e-05 -5.7439927486448995e-05 -0.00011546345956560344 0.00015387328905664077 0.00015113194875880255 0.00015039379771785376 -0.00010347807496970063 -7.892979899288832e-06 1.9897613465964526e-05 0.00039648126980651455 -4.7594819421448162e-06 -3.3236834460979026e-05 -8.9419571271918136e-05 9.202982455320808e-06 -0.00032268247259061413 -0.00038546903232930421 8.1034598754357032e-05 0.0001482639971737143 -0.00020660560215674195 -5.0924323284746719e-05 -8.6157529522878923e-05 6.6072952194673461e-06
leaf_weight=501 159 70 26 68 58 116 41 129 63 84 25 118 33 65 55 52 228 27 370 88 51 27 37 92 99 27 54 38 95 50
leaf_count=501 159 70 26 68 58 116 41 129 63 84 25 118 33 65 55 52 228 27 370 88 51 27 37 92 99 27 54 38 95 50
internal_value=-0.000895826 -0.000298137 -0.000911087 0.00176271 0.00517986 -0.00141743 -0.00347197 0.00155629 -0.0017934 -0.00376404 -0.00102564 0.00206452 -0.00110582 -0.0020922 4.03226e-05 0.00271429 0.0038488 -0.000441501 0.000150754 -0.0011976 -0.00276986 -0.00607595 -0.00213075 -0.00281609 -0.00190476 -0.00415385 0.000121951 -0.00605263 -0.00541667 -0.00385185
internal_weight=2946 2404 1811 284 128 1527 542 593 1383 345 184 144 1038 553 485 409 280 452 397 156 490 78 412 347 272 119 153 75 229 134
internal_count=2946 2404 1811 284 128 1527 542 593 1383 345 184 144 1038 553 485 409 280 452 397 156 490 78 412 347 272 119 153 75 229 134
cat_boundaries=0 17 46 58 59 61 63 80 82 83 109 111
cat_threshold=268435459 16 0 2624004 34 66 0 805306368 0 8192 40960 64 8388736 0 67108864 0 4224 0 10 0 0 2147549184 0 0 0 0 32768 0 2052 10240 0 268435456 4096 0 0 0 0 384 0 0 8 0 268484608 0 0 524288 131072 0 0 0 0 0 0 139264 0 134217776 0 2097152 43362 0 2148598816 40960 34 0 0 1611661312 0 0 134217728 131072 0 67584 0 0 0 0 0 0 0 1073741824 67273728 32 232450 0 0 0 0 0 0 0 0 0 0 0 0 8192 0 0 4096 0 0 0 0 256 0 0 0 0 16384 0 2068
is_linear=0
shrinkage=0.04


Tree=765
num_leaves=31
num_cat=9
split_feature=7 12 8 12 0 2 12 9 14 0 2 2 2 12 2 0 2 0 2 2 2 2 2 2 2 12 4 2 2 2
split_gain=3.24321 1.86118 1.79375 1.96203 1.65846 1.3606 1.87352 1.36401 1.22095 1.13488 1.09526 1.06011 1.43528 1.33126 0.961286 0.927666 0.904937 0.785353 0.777473 0.940492 0.93122 0.871586 0.719139 0.671748 0.667304 0.842838 1.23272 0.644439 1.17996 0.62709
threshold=0 1 2 3 52.740000000000002 108.50000000000001 4 5 6 12.250000000000002 14.500000000000002 47.500000000000007 55.500000000000007 7 442.50000000000006 29.500000000000004 2.5000000000000004 42.710000000000008 10.500000000000002 7.5000000000000009 5.5000000000000009 29.500000000000004 29.500000000000004 7.5000000000000009 4.5000000000000009 8 25235975000.000004 51.500000000000007 16.500000000000004 4.5000000000000009
decision_type=9 9 9 9 10 8 9 9 9 8 10 10 10 9 8 10 10 10 10 10 10 10 10 10 8 9 8 10 8 10
left_child=1 9 3 22 5 7 14 10 11 -1 -4 13 -13 16 -7 -15 -9 -17 19 20 -18 -20 -2 -3 -11 -26 -27 28 -28 -10
right_child=2 23 4 -5 -6 6 -8 8 29 24 -12 12 -14 15 -16 17 18 -19 21 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00010021452072887626 -1.2695337659351935e-06 -1.4455222918634547e-05 -1.0458020535288882e-05 1.7406242072013356e-05 -0.00018651149606355944 0.00055210343902846405 -2.2072152825707291e-05 -0.00062552044208977978 -4.4943409312168116e-05 9.8604398791124479e-06 -0.00040572493844951655 -0.00049445593369874525 -8.4173668012255126e-06 1.1613625122635085e-05 2.0824481889292202e-05 3.1848461727435054e-06 0.00045502825734494934 0.00046003877159911611 -5.107885750447849e-05 0.00028633827681552761 -0.00016632797122344557 5.2402561505822122e-05 -4.2821733597619983e-05 -5.6200444965384123e-05 -2.6315572640882579e-05 -0.00011755189238950692 -3.1764620562917401e-05 -2.4074631862518457e-05 0.00013819458140893915 -4.7735647589775e-05
leaf_weight=34 71 58 56 322 29 54 140 30 32 34 60 39 147 123 156 292 61 31 157 47 32 60 35 305 113 38 50 54 70 199
leaf_count=34 71 58 56 322 29 54 140 30 32 34 60 39 147 123 156 292 61 31 157 47 32 60 35 305 113 38 50 54 70 199
internal_value=-0.000894198 -0.00312907 -0.000100733 0.00218679 -0.000671982 -0.000512522 0.0017094 -0.00108266 -0.000666138 -0.00113861 -0.00503937 -5.82524e-05 -0.00278075 0.000551559 0.0039819 0.00201313 -0.00115578 0.000925926 -0.000614525 0.00170213 -0.000638298 -0.00211009 -0.00239316 -0.00518717 -0.00183333 -0.00239264 -0.000717489 0.000685714 0.00231405 -0.00322314
internal_weight=2929 756 2173 428 1745 1716 350 1366 1250 393 116 1019 186 833 210 446 387 323 357 140 93 217 106 363 359 325 212 174 120 231
internal_count=2929 756 2173 428 1745 1716 350 1366 1250 393 116 1019 186 833 210 446 387 323 357 140 93 217 106 363 359 325 212 174 120 231
cat_boundaries=0 17 18 44 46 48 50 51 53 54
cat_threshold=131074 145 67108864 2560 32 2 0 537001984 33554432 268443664 8224 320 268435472 0 67108864 0 16 17910050 0 2060 0 134217728 65536 1 262144 0 1 0 0 4 8192 0 0 0 0 0 0 0 128 0 0 8 0 268484608 32800 32 17866818 32 1 144 8193 165922 2 16859136
is_linear=0
shrinkage=0.04


Tree=766
num_leaves=31
num_cat=13
split_feature=7 8 11 3 12 10 0 3 12 6 12 12 0 13 0 4 1 4 12 3 8 0 1 6 3 3 1 5 3 4
split_gain=2.10354 2.0419 1.24688 1.17592 1.14867 1.81098 1.13231 1.12518 1.06697 1.01856 1.24661 0.974594 0.953058 0.712809 0.692007 0.751895 0.671508 0.658069 0.628407 0.733851 0.699199 1.06251 1.39495 0.62977 1.66593 0.798746 0.56473 0.554117 0.550131 0.520403
threshold=0 1 2 2005.5000000000002 3 4 47.750000000000007 2018.5000000000002 5 6 7 8 33.175000000000004 9 39.07500000000001 581475000.00000012 5.5000000000000009 1.0000000180025095e-35 10 2019.5000000000002 11 39.07500000000001 5.5000000000000009 12 2002.5000000000002 2012.5000000000002 4.5000000000000009 4.5000000000000009 1998.5000000000002 5157000000.000001
decision_type=9 9 9 10 9 9 10 10 9 9 9 9 10 9 10 8 8 10 9 8 9 10 8 9 10 10 10 8 10 8
left_child=8 11 3 -3 6 13 7 9 -1 10 17 -2 -12 18 16 -16 -13 -4 19 -6 -20 -22 23 -23 -25 -26 -21 -11 -29 -10
right_child=1 2 4 -5 5 -7 -8 -9 29 27 12 14 -14 -15 15 -17 -18 -19 20 26 21 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=1.8557770101068627e-05 -5.3735134423504859e-06 -8.5442350040452203e-05 1.782482279928388e-06 3.1137825904892224e-06 7.826881649677375e-06 -6.349521637503131e-05 -0.00033496705718349062 0.0015477440417065581 0.00011791753429129415 -4.5778844690715914e-05 -3.2597651713572875e-06 -0.00043467634707837987 -0.0005976416014721053 2.4669549204503483e-05 -4.8780228791081015e-05 -2.8939095791038484e-05 -0.00012065301972761234 1.8836607887919855e-05 3.554557841525252e-06 -0.00072111130037555426 -7.8200081303982932e-05 -6.6811414825664888e-05 3.3089449802190531e-05 0.00028057360793148689 -0.00023166773907874473 -3.212977903835679e-05 -3.2901466512349485e-05 0.00027488474574290935 9.8682369436886578e-06 -8.8966241561649889e-06
leaf_weight=224 168 79 232 31 74 109 25 30 45 28 92 33 56 207 34 202 36 29 109 25 54 113 50 120 28 26 312 125 32 196
leaf_count=224 168 79 232 31 74 109 25 30 45 28 92 33 56 207 34 202 36 29 109 25 54 113 50 120 28 26 312 125 32 196
internal_value=-0.000464957 -0.000931174 -0.000360541 -0.00429752 -0.000105988 -0.00082391 0.00124242 0.0016 0.00197479 0.00121008 4.7619e-05 -0.00326446 -0.0027673 -0.000318866 -0.00462025 -0.00371308 -0.00828571 0.00169118 -0.000802603 -0.00194313 0.000156556 -0.000646766 0.000177515 -0.000902778 0.000648649 -0.00509091 -0.00278107 0.00357143 0.00468354 7.93651e-05
internal_weight=2924 2459 1986 110 1876 1227 649 624 465 594 409 473 148 1118 305 236 69 261 911 411 500 391 337 287 174 54 337 185 157 241
internal_count=2924 2459 1986 110 1876 1227 649 624 465 594 409 473 148 1118 305 236 69 261 911 411 500 391 337 287 174 54 337 185 157 241
cat_boundaries=0 18 48 50 51 52 54 55 56 57 58 60 83 84
cat_threshold=268451840 0 1140858880 524288 32 134225920 0 268443648 2048 134217728 32800 384 0 0 0 0 1073741952 256 16 2060 0 0 0 1 262144 0 1 32768 0 133376 0 512 0 4096 0 0 33554432 0 2147483648 0 0 0 0 0 4 0 0 4096 67125248 1122304 84984096 288 221248 32 138 67158272 68193344 6 10304 34 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 128 0 16777216 274
is_linear=0
shrinkage=0.04


Tree=767
num_leaves=31
num_cat=8
split_feature=8 4 12 8 4 2 3 12 1 9 2 0 0 4 9 1 2 3 2 2 2 3 3 12 6 0 2 2 2 0
split_gain=1.92246 2.14802 1.67796 1.56936 1.84822 1.38319 1.29904 1.29594 1.21759 1.10054 1.09838 1.60059 1.06137 1.18528 0.999442 0.92911 1.27635 0.901843 1.02655 0.896994 0.872136 0.762602 0.756968 0.710326 1.07849 2.05324 0.758144 0.665352 0.651135 0.639716
threshold=0 111.00000000000001 1 2 19000.000000000004 47.500000000000007 2009.5000000000002 3 5.5000000000000009 4 2.5000000000000004 40.250000000000007 47.750000000000007 52809240000.000008 5 2.5000000000000004 1.0000000180025095e-35 2010.5000000000002 9.5000000000000018 63.500000000000007 34.500000000000007 1984.5000000000002 2017.5000000000002 6 7 15.500000000000002 2.5000000000000004 12.500000000000002 44.500000000000007 29.500000000000004
decision_type=9 8 9 9 8 10 10 9 10 9 10 8 10 8 9 10 10 8 10 10 8 10 10 9 9 10 10 10 8 10
left_child=7 -2 3 -3 -5 9 19 21 -9 23 15 14 13 -13 17 -6 -17 -12 -19 -7 -11 -1 29 28 25 -25 -26 -28 -4 -16
right_child=1 2 5 4 10 6 -8 8 -10 20 11 12 -14 -15 22 16 -18 18 -20 -21 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=1.4442115028785452e-05 3.8070939546983596e-05 6.3496606463075976e-06 -4.1522150172212949e-05 3.1032606784222596e-05 0.00013015436884412424 -0.00014278438926037751 -0.00010749235441231519 -4.256334161780728e-06 2.4685800417607596e-05 -0.00014898512424664999 -4.651100304165823e-05 -8.5381474272310242e-05 -4.3682115843424186e-06 -0.00021164416200100789 1.1811022301912999e-05 -4.324034227842333e-05 8.5280546718919943e-05 -4.7062018909116436e-06 0.0005012650205979696 -1.7708224128938354e-05 2.7477064147518605e-06 6.394663021563219e-05 0.00023966283252889299 1.5200058535924655e-05 -4.0158670916667916e-05 -4.4259033319775654e-05 0.0010948954661998656 3.0586877214133779e-05 1.8838764864668178e-05 -5.2996445635606906e-05
leaf_weight=95 53 317 246 91 38 60 28 262 52 168 25 58 54 58 25 57 32 28 51 246 74 38 39 81 27 103 50 59 46 408
leaf_count=95 53 317 246 91 38 60 28 262 52 168 25 58 54 58 25 57 32 28 51 246 74 38 39 81 27 103 50 59 46 408
internal_value=-0.000424242 -0.000852744 -0.00102834 -1.54799e-05 -0.000820513 -0.00210175 -0.00429851 0.00196507 0.000492308 -0.00126316 -0.00139588 -0.00198126 -0.00538012 -0.00752137 -0.000970537 0.00203125 -0.000222222 0.00243478 0.00475 -0.00351792 -0.00347826 0.00513889 -0.00173913 -0.000321027 0.000966767 -0.00102564 0.00353741 0.00527273 -0.00171617 -0.00225806
internal_weight=2969 2522 2469 1281 964 1188 334 447 314 854 873 746 170 116 576 127 89 104 79 306 242 133 472 612 320 184 136 109 292 433
internal_count=2969 2522 2469 1281 964 1188 334 447 314 854 873 746 170 116 576 127 89 104 79 306 242 133 472 612 320 184 136 109 292 433
cat_boundaries=0 29 30 53 55 57 59 61 62
cat_threshold=1073741824 4 4 0 8192 0 262144 0 1 32768 0 0 64 1048576 268435456 0 0 0 0 0 256 0 0 8 0 32768 64 0 524416 17024002 0 8 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 0 8192 128 0 20971520 67648 32 0 6164 1073741824 16512 96 34 12
is_linear=0
shrinkage=0.04


Tree=768
num_leaves=31
num_cat=10
split_feature=7 12 12 9 3 2 2 11 17 2 0 2 3 3 0 12 1 0 2 15 2 2 0 0 5 9 2 9 2 0
split_gain=2.30884 3.58208 1.82004 1.15397 1.13196 0.935227 1.29373 0.824436 0.945731 1.54316 1.65166 2.20405 0.968268 1.1733 0.874668 0.882671 1.00041 0.886256 0.813323 0.769457 1.60933 1.42199 1.08893 0.932318 0.728116 0.649083 1.13978 0.641615 1.29347 0.635774
threshold=0 1 2 3 2004.5000000000002 16.500000000000004 49.500000000000007 4 5 68.500000000000014 42.710000000000008 39.500000000000007 2008.5000000000002 2013.5000000000002 12.250000000000002 6 5.5000000000000009 44.07500000000001 81.500000000000014 7 29.500000000000004 32.500000000000007 35.850000000000009 16.750000000000004 2.5000000000000004 8 9.5000000000000018 9 8.5000000000000018 42.710000000000008
decision_type=9 9 9 9 8 10 10 9 9 10 10 10 8 8 8 9 8 10 10 9 10 8 10 10 8 9 10 9 10 8
left_child=1 -1 25 -3 5 -4 -7 19 9 10 11 -9 -10 -14 -15 17 27 24 -5 20 -6 22 -21 -23 -16 -2 -27 29 -29 -17
right_child=2 3 4 18 7 6 -8 8 12 -11 -12 -13 13 14 15 16 -18 -19 -20 21 -22 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-3.1285363596040838e-05 1.0377019106257991e-05 -9.9011718896946375e-06 0.00010710604323012518 2.0518915428020536e-05 -0.00029945351328294125 -0.00010715856437926163 2.6195591446551703e-05 -0.00035950065716136239 -0.00020270920890254731 -6.6009676044274107e-05 0.00010191511080247295 3.0492817650404901e-05 1.6146212670520298e-05 -0.00011715411190763803 3.6623558686521564e-05 -5.6348949129585435e-05 5.8648882693930208e-05 -3.0857269687487585e-05 3.8297182900208782e-05 2.6397098459440828e-05 -5.2955045013902692e-07 -9.2313403421329107e-05 -2.9987035445664391e-05 6.15643475473604e-06 -4.3894385199365613e-05 7.8590227874570929e-05 -4.0999399784809043e-05 -0.00021582022725379348 0.00062812694295157458 9.2708384118367346e-06
leaf_weight=112 428 103 56 240 35 41 61 58 30 61 26 40 67 35 36 303 169 39 57 112 75 77 62 106 195 63 98 56 54 53
leaf_count=112 428 103 56 240 35 41 61 58 30 61 26 40 67 35 36 303 169 39 57 112 75 77 62 106 195 63 98 56 54 53
internal_value=-0.000583249 0.00183556 -0.00109522 0.00360097 -0.00171152 0.00150943 -0.000776699 -0.00202367 -0.00256285 -0.00520408 -0.00288 -0.00525253 -0.00204198 -0.00184524 -0.00221041 -0.00196468 -0.00108359 -0.00384342 0.00487013 -0.000543933 -0.00330579 0.000380435 0.00297143 -0.00206522 -0.00301724 0.000833333 -0.00127907 -0.00205567 0.000661157 -0.00283379
internal_weight=2948 512 2436 400 1847 158 102 1689 1222 185 124 98 1037 1007 940 905 635 270 297 467 110 357 174 183 231 589 161 466 110 356
internal_count=2948 512 2436 400 1847 158 102 1689 1222 185 124 98 1037 1007 940 905 635 270 297 467 110 357 174 183 231 589 161 466 110 356
cat_boundaries=0 17 18 20 22 25 26 27 28 30 32
cat_threshold=268435456 128 1073750016 264192 2 134225920 0 268443648 33619968 0 32 2097344 0 0 0 32 1073741952 68296960 17973312 2 0 28800 32800 512 524288 35 67182624 2149580800 0 6304 0 22532
is_linear=0
shrinkage=0.04


Tree=769
num_leaves=31
num_cat=19
split_feature=7 7 12 11 12 6 17 9 3 3 6 3 4 3 3 9 1 16 1 6 9 16 4 6 12 16 12 3 16 3
split_gain=2.51031 1.85433 1.40895 0.775322 0.973262 1.12389 1.21631 1.11537 0.972883 0.959545 0.742671 0.814329 0.698526 0.654752 0.609172 0.586767 0.529325 0.510148 0.507193 0.412042 0.495116 0.607064 0.400286 0.394257 0.773873 0.373771 0.349156 0.348252 0.332555 0.325697
threshold=0 1 2 3 4 5 6 7 2010.5000000000002 2004.5000000000002 8 2018.5000000000002 111.00000000000001 1998.5000000000002 2004.5000000000002 9 5.5000000000000009 10 5.5000000000000009 11 12 13 575.00000000000011 14 15 16 17 2020.5000000000002 18 2018.5000000000002
decision_type=9 9 9 9 9 9 9 9 10 10 9 8 8 8 8 9 8 1 10 9 9 1 10 9 9 1 9 8 1 10
left_child=10 2 25 27 5 8 -7 16 9 15 14 -12 -6 -14 -1 -5 -8 -4 26 22 23 -22 -15 -21 -25 -2 -9 -3 -13 -10
right_child=1 3 17 4 12 6 7 18 29 -11 11 28 13 19 -16 -17 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0018785692191281812 3.0158724248394721e-05 -6.1256386890882203e-05 -1.4223421153758409e-06 -0.00016849732974492327 1.2111048086254073e-05 -8.1113146077171912e-06 4.9868748626309413e-05 1.5352823750447443e-05 -0.0005973065830914237 0.00096755279665146083 -9.5713889778146219e-05 -3.0455204116179859e-05 4.6996011354565327e-05 -5.8524544350291312e-07 -1.4546811177638119e-05 4.9401076803690102e-06 0.0016627194417917223 9.4637851777079627e-06 -7.1946855290150325e-06 -2.1491369139390314e-05 -7.5842404228581024e-05 1.0315123493143119e-06 2.8660258175179365e-05 -3.3533885692769159e-05 5.3862623129390386e-05 2.9828680504806469e-06 5.0596156306426112e-07 -1.058709683839254e-05 -8.8287153978683362e-07 -3.12986456458475e-05
leaf_weight=26 77 32 153 111 25 135 88 262 32 30 48 118 31 121 91 218 31 60 78 370 175 60 29 106 107 31 127 77 51 25
leaf_count=26 77 32 153 111 25 135 88 262 32 30 48 118 31 121 91 218 31 60 78 370 175 60 29 106 107 31 127 77 51 25
internal_value=-0.00038961 3.8432e-05 0.00283133 -0.00036826 -0.00019337 0.000609756 0.00155738 0.00234506 -0.00103044 -0.000277778 -0.0035942 -0.005 -0.00108213 -0.00126 -0.00078125 -0.000909091 0.00569231 0.000803571 0.00138075 -0.00144479 -0.00178528 -0.00333333 0.000496894 -0.00111111 0.000267857 0.00638655 0.002 -0.0035 -0.00388235 -0.00586207
internal_weight=2925 2591 321 2270 2161 1137 721 586 416 359 334 217 1024 999 117 329 119 213 467 968 818 235 150 583 213 108 389 109 169 57
internal_count=2925 2591 321 2270 2161 1137 721 586 416 359 334 217 1024 999 117 329 119 213 467 968 818 235 150 583 213 108 389 109 169 57
cat_boundaries=0 17 34 36 38 39 40 41 43 44 46 47 48 50 51 52 53 54 55 56
cat_threshold=131074 268435473 1048576 0 0 134217794 0 536870912 33554432 32 8192 0 0 0 0 0 144 268435457 0 1140858880 2359296 0 0 0 8192 2048 134217728 32 64 0 0 0 0 1073741824 66624 32 16384 2147483648 84059394 86 19 1 20512 22 0 24612 2 320 0 10400 2 24 18528 2 16810242 2
is_linear=0
shrinkage=0.04


Tree=770
num_leaves=31
num_cat=7
split_feature=7 8 12 12 3 4 4 9 0 0 0 3 14 8 2 0 0 0 2 0 4 4 5 2 3 2 2 2 2 2
split_gain=2.92827 1.86532 1.68487 1.47708 1.54708 1.32261 1.26802 1.13916 1.11257 1.87055 1.12693 1.10421 0.993414 1.38078 0.990226 0.837859 0.828254 0.797168 0.829033 0.745088 0.728106 1.11202 0.710777 0.958773 1.15597 0.8758 0.817584 1.00908 0.747674 0.66543
threshold=0 1 2 3 2006.5000000000002 19000.000000000004 21354125000.000004 4 15.500000000000002 26.500000000000004 22.250000000000004 2010.5000000000002 5 6 12.500000000000002 35.600000000000009 12.250000000000002 35.850000000000009 22.500000000000004 43.675000000000004 390.00000000000006 2350.0000000000005 1.5000000000000002 89.500000000000014 2008.5000000000002 155.00000000000003 8.5000000000000018 2.5000000000000004 9.5000000000000018 10.500000000000002
decision_type=9 9 9 9 10 8 8 9 8 10 8 10 9 9 10 10 10 10 10 10 10 10 10 10 8 10 8 10 10 10
left_child=3 -2 5 17 15 20 14 -8 -9 10 -10 19 -7 -14 -4 -5 -15 -1 -19 -11 -3 -22 23 24 -18 -25 27 -26 -28 -17
right_child=1 2 6 4 -6 12 7 8 9 11 -12 -13 13 16 -16 29 22 18 -20 -21 21 -23 -24 25 26 -27 28 -29 -30 -31
leaf_value=-8.7266723068921687e-05 -2.4250811242012561e-05 2.3223484948857731e-05 -0.00010340308321339364 -3.9692412083240922e-05 -0.00047391114371073687 -6.7713869547851861e-05 -4.5730629483102807e-05 1.1236449943652361e-05 -1.5420709187914382e-05 2.574568055891291e-05 -0.00012732140841109185 -4.7913066771485544e-05 4.3329377834666614e-05 -0.00026965809721293257 -9.0302680195009089e-06 -5.4046078317497863e-05 -0.00011455538401751397 1.8411066151813315e-06 0.00080206931571218836 -2.6163861617298779e-05 0.0012974518898307963 3.7547799781805227e-05 -1.3924788899508656e-05 0.00017923050012218057 -5.2851467757264463e-06 4.1108656874655484e-06 -5.9991322798822471e-05 0.00023691351291404316 1.2807869082820389e-06 -1.0443362166618897e-05
leaf_weight=31 229 47 53 65 43 112 167 201 74 357 27 57 105 26 73 151 76 54 31 52 26 32 40 48 46 40 37 105 315 190
leaf_count=31 229 47 53 65 43 112 167 201 74 357 27 57 105 26 73 151 76 54 31 52 26 32 40 48 46 40 37 105 315 190
internal_value=-0.000535898 9.33786e-05 0.000470146 -0.00309028 -0.00413043 0.00159475 -0.000652985 -0.000149573 0.000513479 -0.000387324 -0.00529412 0.000685225 0.00113565 0.00160188 -0.00440945 -0.0034398 0.00094086 0.000944882 0.00302326 0.00141463 0.00584906 0.00881356 0.00121469 0.00152695 0.000931034 0.00539326 0.00162698 0.00407895 0.000566572 -0.00263158
internal_weight=2910 2345 2116 565 449 1055 1061 935 768 567 101 466 950 838 126 406 733 116 85 409 105 58 707 667 579 88 503 151 352 341
internal_count=2910 2345 2116 565 449 1055 1061 935 768 567 101 466 950 838 126 406 733 116 85 409 105 58 707 667 579 88 503 151 352 341
cat_boundaries=0 17 44 46 47 49 50 79
cat_threshold=131075 268435457 1644167168 2048 589858 134217730 33554432 536870912 33554432 8240 32768 0 268435584 0 0 32 4112 1073741840 2 4 0 0 0 262144 0 0 0 0 0 8192 0 0 0 0 0 0 2048 0 0 0 8 0 0 68 214018 34 1198144 1 20608 131216 0 4 0 0 0 0 0 0 0 0 0 0 2048 512 0 4096 0 0 0 0 128 0 0 0 0 0 0 0 524288
is_linear=0
shrinkage=0.04


Tree=771
num_leaves=31
num_cat=11
split_feature=12 2 17 5 2 3 2 2 9 3 2 6 2 2 2 13 2 1 6 15 1 12 1 2 2 2 13 1 11 6
split_gain=1.3735 1.15496 0.925388 0.99318 0.967679 1.7073 1.25279 1.17904 1.16377 1.64082 1.50695 1.04426 1.15149 0.970109 0.933848 0.808395 1.28398 1.17791 0.692571 0.794624 0.829476 1.03467 0.659613 0.927353 0.633177 0.908762 0.979157 1.04896 1.02395 0.688324
threshold=0 482.50000000000006 1 1.5000000000000002 71.500000000000014 2001.5000000000002 94.500000000000014 136.50000000000003 2 2012.5000000000002 16.500000000000004 3 9.5000000000000018 203.50000000000003 3.5000000000000004 4 8.5000000000000018 5.5000000000000009 5 6 3.5000000000000004 7 5.5000000000000009 51.500000000000007 9.5000000000000018 8.5000000000000018 8 5.5000000000000009 9 10
decision_type=9 10 9 8 10 8 10 10 9 8 8 9 10 10 8 9 10 8 9 9 8 9 8 8 10 10 9 8 9 9
left_child=1 24 15 -4 8 -6 -7 -8 11 -10 -11 12 14 -9 -5 16 -2 -17 19 -13 -21 -22 23 -12 25 26 28 -28 -1 -26
right_child=2 -3 3 4 5 6 7 13 9 10 22 18 -14 -15 -16 17 -18 -19 -20 20 21 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=-7.3454060069266803e-06 0.00023437208315034043 1.198781688358963e-05 -5.1513505570142113e-05 0.00011561478532332359 5.3528004715843736e-05 0.00016337288496629299 -2.0765371181212799e-05 0.00056475374797251734 -0.00044934487430992932 0.0013327506094793406 -0.00015558375902408273 -5.420558514224183e-05 7.2538322793640479e-05 8.4725439741362152e-07 -0.00016014983016447105 5.4501659312222726e-06 -2.5316775935628754e-05 0.0010873433029881241 -4.1181549094488903e-05 0.00020683846813149387 1.2472601308388676e-05 -2.7547848077276173e-05 0.0005801490285599442 0.00012268044637494312 1.1843400200817201e-05 -0.00013278492921088515 2.9449072350509199e-05 -0.00014904170527714201 -4.1659842524630617e-05 -9.9434637849782355e-06
leaf_weight=100 34 39 72 28 35 64 76 31 35 44 31 103 124 107 60 83 94 52 265 47 131 127 54 26 272 25 84 61 104 542
leaf_count=100 34 39 72 28 35 64 76 31 35 44 31 103 124 107 60 83 94 52 265 47 131 127 54 26 272 25 84 61 104 542
internal_value=-0.000162657 -0.00117932 0.000565167 0.000163154 0.000403168 0.00235669 0.00129032 -0.000186047 -0.000167286 0.00258706 0.00448718 -0.00078125 0.00161435 0.00201439 -0.00179775 0.00270073 0.00028777 0.00479452 -0.00154971 -0.000477327 0.00056962 -0.00030888 0.00196429 -0.00103448 -0.00141295 -0.00277333 -0.00222857 0.000384615 -0.00390698 -0.000785276
internal_weight=2950 1227 1723 1460 1388 313 278 214 1075 190 155 885 212 138 88 263 128 135 673 408 305 258 111 57 1188 374 349 145 204 814
internal_count=2950 1227 1723 1460 1388 313 278 214 1075 190 155 885 212 138 88 263 128 135 673 408 305 258 111 57 1188 374 349 145 204 814
cat_boundaries=0 2 3 5 6 7 8 9 11 12 13 14
cat_threshold=68395040 2 8 1 18468 274 2 72 2148532224 1344 32 10 4 210
is_linear=0
shrinkage=0.04


Tree=772
num_leaves=31
num_cat=16
split_feature=7 8 9 12 18 12 8 12 6 0 17 12 0 6 1 15 7 6 0 0 0 1 0 5 5 0 1 12 1 0
split_gain=2.03497 1.67323 1.37787 1.4239 1.41101 1.31781 1.17413 1.03751 0.911898 0.909277 1.28552 1.40586 0.893715 0.889024 0.866466 0.784476 0.9901 0.975258 0.623146 0.618705 0.592955 0.508675 0.505399 0.501482 0.46842 0.386434 0.595145 0.377434 0.360245 0.348204
threshold=0 1 2 3 4 5 6 7 8 45.425000000000004 9 10 42.710000000000008 11 5.5000000000000009 12 13 14 18.500000000000004 39.07500000000001 14.500000000000002 5.5000000000000009 48.175000000000004 2.5000000000000004 2.5000000000000004 29.500000000000004 2.5000000000000004 15 5.5000000000000009 27.250000000000004
decision_type=9 9 9 9 9 9 9 9 9 10 9 9 8 9 8 9 9 9 10 10 10 8 10 8 8 10 10 9 10 10
left_child=7 9 3 8 -4 14 18 -1 -3 10 21 -12 15 -7 -6 16 -8 27 -5 25 -10 23 -14 -2 -9 -17 -27 -18 -22 -13
right_child=1 2 4 6 5 13 12 24 20 -11 11 29 22 -15 -16 19 17 -19 -20 -21 28 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.5643517082492055e-06 -2.1127714779680675e-05 6.2641678659822728e-05 -0.00021342204329251048 -2.9498449487377343e-05 -1.5715192536589483e-05 -0.00017164949475656499 1.5243626312582138e-05 0.00013866731786311705 -0.00019747376429918973 -2.6701790580574426e-05 -9.1475435954535564e-06 -4.3963224590797266e-05 0.00024845363940020351 -2.5218193210569951e-05 0.00016526787493166496 -1.6731671831671237e-05 -5.430543291709e-06 5.0153158193353422e-05 4.1952051864484476e-05 -3.3925861981032313e-06 6.2607611958753749e-06 5.2205440700845431e-05 -3.2447138468896244e-05 1.3977344262201542e-05 3.0677521547701759e-05 -0.00012883047646361945 -0.00011587953302779397 -4.5681330113289675e-05 -1.0275343572487828e-05 -9.7456443919128341e-05
leaf_weight=146 55 150 25 34 185 114 117 32 38 73 106 25 64 152 28 124 106 101 69 98 253 36 27 102 167 56 29 194 67 145
leaf_count=146 55 150 25 34 185 114 117 32 38 73 106 25 64 152 28 124 106 101 69 98 253 36 27 102 167 56 29 194 67 145
internal_value=-0.000767386 -0.00115325 -0.000617042 -1.30039e-05 -0.00240777 -0.00195833 -0.000873786 0.00207865 0.00169557 -0.00311031 -0.00251064 -0.00418118 -0.00133765 -0.00375451 0.000446429 -0.00176755 -0.000756144 -0.00169903 0.00298246 -0.00333333 0.000542005 9.80392e-05 0.0023913 -0.000886076 0.00390476 -0.00466667 -0.00674419 -0.00282958 0.0011215 -0.00640884
internal_weight=2918 2573 2031 1527 504 479 1019 345 508 542 469 276 916 266 213 825 518 401 103 307 358 193 91 157 199 209 85 300 320 170
internal_count=2918 2573 2031 1527 504 479 1019 345 508 542 469 276 916 266 213 825 518 401 103 307 358 193 91 157 199 209 85 300 320 170
cat_boundaries=0 18 48 50 52 53 54 83 84 85 86 87 88 89 106 107 108
cat_threshold=268435457 0 1318912 0 524320 8192 0 8192 0 134217760 32800 448 0 0 0 0 128 128 268435472 2056 0 0 2147483648 0 262144 2147483648 0 0 0 0 2048 512 0 4096 0 0 33558528 2048 0 0 4194304 0 0 0 0 0 0 4096 1073741824 30720 67338240 32 4 1067330 0 0 0 0 0 0 0 0 0 0 0 4 8192 0 0 0 0 0 0 0 128 0 0 0 0 0 0 0 524288 68288770 386 10 17876032 268 69206016 0 0 67108864 0 0 0 0 131072 0 0 0 0 0 0 0 0 16 142 1066048
is_linear=0
shrinkage=0.04


Tree=773
num_leaves=31
num_cat=11
split_feature=8 8 7 12 1 8 3 3 12 2 2 2 2 2 15 2 0 7 2 2 1 2 2 2 17 0 12 2 12 3
split_gain=2.1411 1.5515 2.02049 1.77866 1.22083 1.21426 1.04697 1.36972 1.03449 1.11775 0.994779 0.963076 0.957941 0.905172 0.876065 1.23796 0.790886 0.762032 0.75059 0.74474 0.712582 0.937961 0.706994 0.958386 0.696691 0.755127 2.39377 1.69105 0.693258 0.805874
threshold=0 1 2 3 3.5000000000000004 4 2003.5000000000002 2000.5000000000002 5 72.500000000000014 21.500000000000004 49.500000000000007 79.500000000000014 99.000000000000014 6 3.5000000000000004 39.07500000000001 7 66.500000000000014 32.500000000000007 5.5000000000000009 24.500000000000004 7.5000000000000009 12.500000000000002 8 39.07500000000001 9 9.5000000000000018 10 2018.5000000000002
decision_type=9 9 9 9 10 9 8 10 9 8 10 10 10 10 9 8 10 9 10 8 10 8 10 10 9 8 9 8 9 8
left_child=11 22 -3 4 19 8 7 -7 -5 -10 14 20 -13 -11 15 -6 -16 18 -8 -4 21 -1 -2 -24 -19 27 -27 -26 -28 -30
right_child=1 2 3 5 10 6 17 -9 9 13 -12 12 -14 -15 16 -17 -18 24 -20 -21 -22 -23 23 -25 25 26 28 -29 29 -31
leaf_value=1.6406370974273444e-05 -1.3774367537848775e-05 4.3854163683896275e-05 0.00082803863117881355 1.4895638031546809e-05 0.00014391122726358673 4.2697649803358219e-07 -3.2270772543796514e-05 0.0012607514205470948 -1.360421272877943e-05 0.002545001225180954 -4.9232322594008336e-05 0.00036868140577798417 1.3816267159683093e-05 -6.1070293810416843e-07 -4.1382794625981488e-05 -4.1439958360456332e-06 -3.1866867913805667e-05 6.0263289016404542e-06 -0.00016533396144545522 -1.4890830408731404e-05 -3.4394667123578415e-05 -8.4528966866059818e-06 -0.00057775244509777229 -4.2658009759932727e-05 -0.00022998374743785633 -8.8305397428598551e-05 -1.3876816686888561e-05 -3.1177749888655623e-05 0.00023622102560835856 1.5974404576724054e-05
leaf_weight=152 123 124 33 229 25 60 73 27 279 29 211 34 59 28 26 119 99 117 29 51 39 52 32 189 31 102 214 119 29 178
leaf_count=152 123 124 33 229 25 60 73 27 279 29 211 34 59 28 26 119 99 117 29 51 39 52 32 189 31 102 214 119 29 178
internal_value=-0.000302094 -0.000695787 -0.000303165 -0.000604059 -0.00250435 0.000102894 -0.000747475 0.00340909 0.0015625 0.000115274 -0.0033264 0.0026513 0.00617021 0.00517241 -0.0017037 0.000516129 -0.00397059 -0.00116461 -0.00424779 0.00188235 0.00139344 0.00234146 -0.00315493 -0.00459459 -0.000699126 -0.00119883 -0.000496183 -0.00370861 0.00087963 0.00247706
internal_weight=2912 2576 2232 2108 564 1544 979 87 565 336 480 336 93 57 269 144 125 892 102 84 243 204 344 221 790 673 523 150 421 207
internal_count=2912 2576 2232 2108 564 1544 979 87 565 336 480 336 93 57 269 144 125 892 102 84 243 204 344 221 790 673 523 150 421 207
cat_boundaries=0 30 60 77 78 101 102 103 120 121 122 123
cat_threshold=0 4 4 0 2147483648 0 0 0 0 0 0 2052 8192 1024 0 0 0 0 0 0 256 0 0 0 0 0 4 0 524288 8192 1073741824 0 0 134217728 0 0 0 2147483648 1 32768 0 33554688 64 0 0 4096 0 0 33554432 0 2147483648 524288 4194304 0 0 1073758208 0 0 0 4096 0 1 1611669504 0 0 0 33554432 268443648 0 0 0 0 0 0 0 0 128 16818240 0 2056 0 0 0 0 0 0 0 0 0 131072 2048 0 0 0 0 0 4096 0 128 0 16777216 197666 67108864 1 0 0 0 2 0 0 0 67584 0 0 0 0 268435456 0 0 1073741840 18 1179936 2
is_linear=0
shrinkage=0.04


Tree=774
num_leaves=31
num_cat=11
split_feature=8 2 12 2 8 12 2 2 3 4 11 9 12 4 9 13 2 2 2 5 10 1 3 11 2 4 2 2 2 3
split_gain=2.09724 1.43236 1.1714 1.48098 1.09626 1.65039 1.10638 0.991155 0.829225 0.82915 1.13105 0.995863 1.33404 1.10182 0.907618 0.812623 1.00361 0.805698 0.801488 0.799807 0.845738 0.775381 0.771743 0.889741 1.29271 1.00697 0.765987 0.764957 0.830261 1.0928
threshold=0 129.50000000000003 1 43.500000000000007 2 3 48.500000000000007 211.00000000000003 2019.5000000000002 676.50000000000011 4 5 6 972430000.00000012 7 8 1.0000000180025095e-35 12.500000000000002 37.500000000000007 1.5000000000000002 9 5.5000000000000009 2014.5000000000002 10 58.500000000000007 8.0000000000000018 19.500000000000004 11.500000000000002 66.500000000000014 2010.5000000000002
decision_type=9 10 9 10 9 9 8 8 8 8 9 9 9 10 9 9 10 10 10 8 9 8 10 9 10 10 10 10 10 8
left_child=1 2 3 -1 5 6 8 -8 -2 -6 14 13 15 21 -11 17 -17 -13 -15 -14 27 -12 23 -4 25 -25 -10 -21 29 -29
right_child=4 -3 22 -5 9 -7 7 -9 26 10 11 12 19 18 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=1.8334758221527637e-06 0.00078919541624255629 3.2799111983763397e-05 1.5756926228505108e-06 -4.7442676896096714e-05 2.2837644861084529e-05 -5.0097872587571147e-05 -9.5664684986935809e-05 6.101961362219299e-06 -1.5725158923274307e-05 5.2651784616770672e-05 0.0001590966712337405 -0.00021757605268167169 5.0766202026863991e-06 -0.00011879080303987877 -6.9019317085405876e-06 0.0004521882869887861 4.6089882528121966e-06 -2.5502938836297062e-06 4.7920771657317123e-06 -3.8987703982833465e-05 -1.2403951958006588e-06 -7.9121062868026113e-06 -3.8003886826452058e-05 3.448518924990651e-05 0.00030964022141162674 -4.0716055008473973e-05 5.3463904897874669e-05 -1.4476166569465933e-07 -1.4061417518576036e-05 -0.00019125144719488673
leaf_weight=325 26 34 245 103 111 135 38 27 96 111 105 48 39 26 127 31 201 110 29 198 130 80 30 162 25 25 30 35 103 159
leaf_count=325 26 34 245 103 111 135 38 27 96 111 105 48 39 26 127 31 201 110 29 198 130 80 30 162 25 25 30 35 103 159
internal_value=-0.000353141 0.0011875 0.000895197 -0.000637813 -0.00108674 -0.0030854 -0.000789474 -0.00515152 0.00104575 -0.000640871 -0.000887149 -0.00134866 -0.00187793 0.000956175 0.00160643 0 0.00148148 -0.00213018 -0.00392857 -0.00296296 -0.00335463 0.00247312 0.00220884 0.00266376 0.0044843 0.00351064 -0.000314961 -0.00407115 -0.00543624 -0.00697436
internal_weight=2944 949 915 428 1995 352 217 65 152 1643 1532 1294 1054 240 238 390 232 158 55 664 625 185 487 457 212 187 126 495 297 194
internal_count=2944 949 915 428 1995 352 217 65 152 1643 1532 1294 1054 240 238 390 232 158 55 664 625 185 487 457 212 187 126 495 297 194
cat_boundaries=0 30 32 62 63 65 67 69 71 72 73 74
cat_threshold=0 1048576 0 0 65536 0 0 0 1 32768 0 131076 0 1049600 268435456 0 0 0 0 0 384 0 16777216 8 0 268468224 4 0 524416 8192 84983840 34 16 2050 0 0 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 33554432 10240 2147483648 0 4194304 0 0 0 0 0 0 4096 1231938 49152 67072 0 24576 67141634 2 0 2048 12 256 32800
is_linear=0
shrinkage=0.04


Tree=775
num_leaves=31
num_cat=13
split_feature=8 7 8 0 0 12 3 3 7 4 0 2 7 8 2 2 12 5 9 6 3 9 0 4 6 3 3 6 2 2
split_gain=2.71013 1.33731 1.08109 1.07233 1.04588 1.05124 1.46436 1.08361 1.15246 1.39404 1.04052 1.02418 0.993044 0.888788 0.848692 0.844077 0.80852 0.979322 1.18078 0.9322 1.87064 1.2258 1.6807 0.93071 0.931755 0.922309 0.790261 0.945248 0.84719 0.67929
threshold=0 1 2 15.500000000000002 42.960000000000008 3 1992.5000000000002 2009.5000000000002 4 120418.00000000001 46.250000000000007 33.500000000000007 5 6 6.5000000000000009 28.500000000000004 7 1.5000000000000002 8 9 2001.5000000000002 10 40.250000000000007 2091500000.0000002 11 1.0000000180025095e-35 2014.5000000000002 12 3.5000000000000004 15.500000000000002
decision_type=9 9 9 10 10 9 10 10 9 8 10 10 9 9 10 8 9 10 9 9 10 9 10 8 9 10 10 9 10 10
left_child=1 3 -2 -1 5 6 13 8 -7 -10 -6 15 -4 -3 -15 -5 17 18 26 21 25 -18 -23 -20 -25 -21 27 29 -29 -14
right_child=2 4 12 11 10 7 -8 -9 9 -11 -12 -13 16 14 -16 -17 19 -19 23 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=3.3877430404771761e-06 -3.8494460313245326e-05 6.8415147424616408e-07 3.2586763058226607e-05 -1.1303861767402169e-05 0.00015782220649015243 7.2319738868742438e-06 -8.9290767426959404e-05 0.00014222152402048493 4.1430648933058481e-05 -3.2081414013518381e-05 1.622489278584993e-05 -3.8244243097196319e-05 1.7724581402092098e-05 0.00013649535253694724 1.6387896796032919e-05 2.5670117841691822e-05 -2.8417860683163099e-05 1.7642543515279385e-05 -0.00025465041639478159 -3.7379929454495196e-05 -0.00026355418705406922 0.00015273280438435677 -2.4961707556414582e-05 -0.00017853813814653564 7.2366909059340402e-06 6.6501204261868452e-05 0.00014025450341918601 0.00015256168133447544 -5.8688988534498776e-05 0.00097349181853537917
leaf_weight=172 211 109 108 69 45 157 63 31 28 194 38 81 71 52 175 54 191 59 37 218 66 97 27 116 106 28 51 43 186 45
leaf_count=172 211 109 108 69 45 157 63 31 28 194 38 81 71 52 175 54 191 59 37 218 66 97 27 116 106 28 51 43 186 45
internal_value=-0.000546262 0.00084441 -0.00160383 -0.00113695 0.00168328 0.00125926 0.00268293 -0.000190024 -0.000789474 -0.00257511 0.00595238 -0.00312195 -0.00119178 0.00379822 0.00512605 -0.000806452 -0.00149408 -0.000551724 -0.0010061 -0.00253918 -0.00408669 -0.000920245 0.00207407 -0.00303704 -0.00215247 -0.00259109 0.00039312 -0.000289017 -0.00175 0.00251969
internal_weight=2928 1268 1660 376 892 809 399 410 379 222 83 204 1449 336 227 123 1341 714 655 627 312 315 124 259 222 246 396 345 229 116
internal_count=2928 1268 1660 376 892 809 399 410 379 222 83 204 1449 336 227 123 1341 714 655 627 312 315 124 259 222 246 396 345 229 116
cat_boundaries=0 30 48 71 73 85 101 130 132 134 135 137 138 139
cat_threshold=0 8 4 134217728 0 0 262144 0 1 0 0 4 10304 1049088 268435456 4096 0 0 0 0 128 0 16777216 0 0 49152 68 0 524288 8192 131072 128 0 0 2 0 0 131072 0 32 8224 0 0 268435456 0 0 0 128 268435472 0 0 0 2147483648 1 0 2147483648 0 0 0 256 0 0 0 0 0 0 33554432 2048 2147483648 0 4194304 67307522 34 0 0 0 4 0 0 131072 0 0 0 0 128 0 0 536870912 2048 0 134217728 0 139264 0 32 0 256 0 0 0 32 0 0 0 0 0 0 262144 0 0 0 0 0 8192 0 0 4096 0 0 0 0 128 0 0 0 0 0 0 0 524288 84983874 2 0 2208 202 0 10400 78 82
is_linear=0
shrinkage=0.04


Tree=776
num_leaves=31
num_cat=9
split_feature=7 3 3 8 1 2 11 3 2 6 4 6 4 4 15 3 9 2 2 3 2 5 2 9 4 8 2 3 2 0
split_gain=2.49305 1.44119 1.95383 1.38401 1.52569 1.43109 1.35524 2.72612 1.32966 1.24369 1.1064 1.11339 1.0126 0.916175 0.744629 1.09972 0.763026 1.43461 1.32312 0.81079 0.770097 0.713602 1.10704 0.710536 0.636499 0.660628 0.690283 1.08815 0.635315 0.590212
threshold=0 2005.5000000000002 2018.5000000000002 1 5.5000000000000009 69.500000000000014 2 2004.5000000000002 25.500000000000004 3 552615000.00000012 4 972430000.00000012 7729560000.000001 5 2011.5000000000002 6 7.5000000000000009 13.500000000000002 2002.5000000000002 9.5000000000000018 3.5000000000000004 73.500000000000014 7 984745000.00000012 8 16.500000000000004 2021.5000000000002 19.500000000000004 33.175000000000004
decision_type=9 8 8 9 10 10 9 10 10 9 8 9 10 8 9 10 9 10 10 10 8 8 10 9 10 9 8 8 10 10
left_child=1 -1 -3 4 5 8 7 21 -2 -4 -8 24 14 -11 15 16 18 -18 20 -20 -13 -5 -23 -16 25 29 27 -27 -28 -12
right_child=3 2 9 6 -6 -7 10 -9 -10 13 11 12 -14 -15 23 -17 17 -19 19 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00049398542598282807 1.5891790473929745e-05 -0.00043968427975798362 4.5352975899248807e-07 -6.2959616134605766e-06 -0.00011524078003237292 -3.3076171824575339e-06 1.2937804776029793e-05 -5.1934709095462498e-05 0.00013615065297216235 -0.00010777741170656441 -4.3439721603455438e-05 -2.065812058564376e-05 -0.00025285671432676791 -2.147898371326562e-05 1.5732380924191602e-05 -0.00011664149649064371 -0.00021208336385512895 8.7550336910169343e-06 -0.00018991916999436142 -8.5066908958353336e-06 5.0084882678405055e-05 4.4311844185926929e-05 0.0004135538509611081 -5.3343466352089311e-05 3.50368115491051e-05 0.00075727116022090263 -3.6954681900738253e-05 2.5248142688738539e-06 -3.3361796632291884e-06 -1.3137899905188988e-05
leaf_weight=48 165 42 146 35 44 71 186 31 43 63 56 62 28 179 111 84 39 128 100 26 30 115 29 105 35 32 51 226 540 51
leaf_count=48 165 42 146 35 44 71 186 31 43 63 56 62 28 179 111 84 39 128 100 26 30 115 29 105 35 32 51 226 540 51
internal_value=-0.000585803 -0.00319018 -0.00399072 -5.75185e-05 0.00233533 0.0035 -0.000435812 0.00253394 0.00516746 -0.00308483 -0.000778538 -0.00110264 -0.00229282 -0.00474308 -0.00201166 -0.002875 -0.00202073 0.00011236 -0.00349345 -0.00629921 0 0.00455556 0.0057931 0 -0.000219561 -0.000417973 -2.32558e-05 0.00169884 -0.000777027 -0.00322034
internal_weight=2901 478 430 2423 323 279 2100 210 208 388 1890 1704 713 242 685 469 385 167 218 126 92 179 144 216 991 956 849 258 591 107
internal_count=2901 478 430 2423 323 279 2100 210 208 388 1890 1704 713 242 685 469 385 167 218 126 92 179 144 216 991 956 849 258 591 107
cat_boundaries=0 18 47 49 50 51 52 54 56 82
cat_threshold=268566528 17 34603008 2624000 2 2 0 272629760 0 8224 8224 0 128 0 0 0 4112 256 268435456 0 0 0 2147483648 0 0 2147483648 0 0 0 2052 0 512 0 0 0 0 4096 0 0 0 0 0 0 32768 4 0 524416 2147516416 1050112 12 328 67108864 0 2176 0 10240 0 12 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 16384
is_linear=0
shrinkage=0.04


Tree=777
num_leaves=31
num_cat=14
split_feature=7 12 12 9 3 10 3 6 2 3 17 11 2 12 2 2 12 2 13 0 2 0 0 0 6 12 5 2 17 2
split_gain=2.39406 1.3677 1.25605 1.13767 1.09161 1.03728 0.957751 0.91532 1.08499 0.865672 0.906445 0.92245 1.20655 1.21223 0.873999 0.821417 0.974063 0.883728 0.760336 1.99553 1.18592 0.989555 1.90327 1.02055 0.98206 0.999373 0.862724 0.808132 0.659481 1.40732
threshold=0 1 2 3 2018.5000000000002 4 2013.5000000000002 5 4.5000000000000009 2014.5000000000002 6 7 55.500000000000007 8 5.5000000000000009 1.5000000000000002 9 492.00000000000006 10 35.600000000000009 22.500000000000004 16.750000000000004 39.07500000000001 29.500000000000004 11 12 1.5000000000000002 39.500000000000007 13 20.500000000000004
decision_type=9 9 9 9 10 9 8 9 8 10 9 9 8 9 10 10 9 10 9 8 8 10 10 10 9 9 10 10 9 10
left_child=2 4 -1 6 18 7 -3 8 -5 10 -4 -12 13 -13 -15 -9 -17 28 21 20 -20 -2 23 -23 27 -26 -24 -21 -18 -30
right_child=1 3 9 5 -6 -7 -8 15 -10 -11 11 12 -14 14 -16 16 17 -19 19 24 -22 22 26 -25 25 -27 -28 -29 29 -31
leaf_value=-3.9747031213082097e-05 6.6668241226608419e-06 -5.7511314750939849e-05 3.2317639937176068e-05 -0.00084957426556243833 -7.9689060896654949e-05 -4.0997560271165414e-05 0.00054010297044023044 0.00039304951505158669 -3.7812289456162777e-05 -2.5755172368207015e-05 -1.5311929596357742e-05 1.2186987378726144e-05 1.8219512173942576e-05 3.1523000376836308e-05 -4.5499450330552802e-05 -5.7057622138287914e-05 -1.4801485550712812e-05 -0.00019126888431536315 0.0010130305261110096 -1.9407719169919345e-05 -4.1617929563031454e-06 -4.0320753254370343e-05 -2.1324972162091172e-05 -0.00025784755975784892 -0.00013717671201021631 -1.1192781822799703e-05 -4.0930184107885739e-05 4.0647020391162417e-05 -1.9204228564007052e-06 7.8520670652366676e-05
leaf_weight=141 30 32 113 29 39 127 71 73 214 52 112 235 172 49 158 112 118 27 35 119 52 42 203 28 109 101 28 35 184 113
leaf_count=141 30 32 113 29 39 127 71 73 214 52 112 235 172 49 158 112 118 27 35 119 52 42 203 28 109 101 28 35 184 113
internal_value=-0.000941097 -0.00177019 0.000613615 -0.000828083 -0.00300481 -0.00125 0.00298246 -0.000726447 -0.00275591 0.00117517 0.0015 0.000922659 0.001536 0.000451467 -0.00174312 9.40439e-05 -0.000432432 0.000441501 -0.00270754 -0.00151515 0.00386364 -0.00415205 -0.00496689 -0.0107042 -0.00284932 -0.00452489 -0.00318966 -0.000242424 0.000913462 0.00188312
internal_weight=2953 1921 1032 1100 821 997 103 870 243 891 839 726 614 442 207 627 554 442 782 451 87 331 301 70 364 210 231 154 415 297
internal_count=2953 1921 1032 1100 821 997 103 870 243 891 839 726 614 442 207 627 554 442 782 451 87 331 301 70 364 210 231 154 415 297
cat_boundaries=0 18 20 21 23 24 25 26 29 30 31 32 33 34 35
cat_threshold=268435456 160 536879104 264196 524288 8192 131072 268574720 0 134217760 40960 384 16 0 0 32 1073741952 128 239904 2 68159488 1073742080 144 288 130 13 49152 1024 524288 196962 16794624 2 152 41216 19
is_linear=0
shrinkage=0.04


Tree=778
num_leaves=31
num_cat=8
split_feature=7 9 8 2 2 4 7 2 2 2 2 4 2 2 2 2 2 13 2 4 9 11 6 2 2 2 2 2 2 2
split_gain=2.867 1.81739 1.24409 1.09616 1.0054 0.950757 0.915825 1.68437 0.910521 0.812312 1.57121 0.793453 0.997858 0.824495 0.769801 2.14034 1.13044 0.89378 1.49156 0.769834 1.05293 1.51842 1.36181 1.27709 1.78503 0.974855 0.753744 0.73337 0.594174 0.509437
threshold=0 1 2 104.50000000000001 298.50000000000006 20782.500000000004 3 20.500000000000004 9.5000000000000018 50.500000000000007 131.00000000000003 2960.0000000000005 7.5000000000000009 144.50000000000003 147.50000000000003 298.50000000000006 103.50000000000001 4 38.500000000000007 6050.0000000000009 5 6 7 4.5000000000000009 9.5000000000000018 1.5000000000000002 57.500000000000007 15.500000000000002 30.500000000000004 16.500000000000004
decision_type=9 9 9 10 10 10 9 8 8 8 8 8 8 8 10 10 10 9 8 10 9 9 9 10 10 10 10 10 8 8
left_child=1 11 3 26 -5 8 7 -4 -3 -9 -11 -1 -13 -14 16 -16 17 18 -8 20 22 25 28 -24 -25 -22 -2 -26 -19 -23
right_child=2 5 6 4 -6 -7 14 9 -10 10 -12 12 13 -15 15 -17 -18 19 -20 -21 21 29 23 24 27 -27 -28 -29 -30 -31
leaf_value=-0.00033536181302093129 -5.9529763993495521e-05 4.9427515963884617e-06 -5.151779053491623e-05 2.5882485325006143e-05 -2.6731512097839528e-05 -5.1592967599134451e-06 -7.9415258128818773e-05 0.00025744756233827106 7.2416475291134933e-05 -0.00020287476315985486 5.5388854350013614e-06 3.0262080361751486e-05 -4.8085258347185797e-06 6.7107445424738902e-05 -0.00010327965141392782 6.3889755737989168e-06 3.3725207647776754e-05 -9.7523924008910965e-05 1.5316506733640268e-05 3.1659043461438329e-05 7.8888495739377616e-05 3.8132850908070282e-05 -0.00019787042833812053 0.00045469396908867312 -0.00014702266402562004 -5.6820592217121662e-06 -0.00053261824846227766 7.4665257735233577e-05 -0.00021068056185193031 7.0118958352693997e-06
leaf_weight=34 253 53 106 34 37 31 109 45 142 32 73 67 339 36 49 69 29 89 44 72 32 84 49 28 26 671 40 58 43 140
leaf_count=34 253 53 106 34 37 31 109 45 142 32 73 67 339 36 49 69 29 89 44 72 32 84 49 28 26 671 40 58 43 140
internal_value=-0.000699828 0.00151473 -0.00140351 -0.00352 0.000833333 0.00438819 -0.000968263 -0.00314607 0.00561224 -0.000529801 -0.00245283 8.21355e-05 0.000541761 -0.000265957 -0.000598877 -0.00369748 -0.000352542 -0.000511757 -0.00329268 -0.000153492 -0.00039312 0.000277186 -0.00243421 0.000116279 0.00247788 -0.000644258 -0.00469388 -0.000470588 -0.00531469 0.00306383
internal_weight=2914 702 2212 364 71 226 1848 256 195 150 105 476 442 375 1592 118 1474 1445 153 1292 1220 927 293 161 112 703 293 84 132 224
internal_count=2914 702 2212 364 71 226 1848 256 195 150 105 476 442 375 1592 118 1474 1445 153 1292 1220 927 293 161 112 703 293 84 132 224
cat_boundaries=0 17 19 45 62 63 65 67 68
cat_threshold=268435459 0 605036544 10240 0 134217728 131072 536879104 0 134225920 40960 64 0 268435456 67108864 32 1073741840 0 18560 1073741840 0 0 134217728 2147483648 0 0 2147483648 1 0 0 0 0 0 0 4096 0 0 33554432 10240 2147483776 0 4194304 0 0 1073758208 131072 1 0 0 524290 0 0 0 33556480 0 0 256 0 0 0 0 4096 8 1073742080 24596 36 2147483648 268
is_linear=0
shrinkage=0.04


Tree=779
num_leaves=31
num_cat=11
split_feature=7 9 7 11 12 12 4 11 2 2 15 12 1 2 2 4 0 2 2 2 1 2 0 13 6 0 2 4 4 2
split_gain=2.97896 1.66158 1.1749 1.48128 1.35304 1.13656 0.926165 0.88234 0.87172 0.870592 0.800915 1.10114 0.776358 0.746597 0.731529 1.05048 0.702517 1.03348 1.85091 0.931802 0.69349 0.634671 0.620163 0.618654 1.82227 1.11647 1.39246 1.08834 0.829417 0.750114
threshold=0 1 2 3 4 5 22.000000000000004 6 14.500000000000002 19.500000000000004 7 8 5.5000000000000009 9.5000000000000018 34.500000000000007 1972110000.0000002 38.20000000000001 41.500000000000007 20.500000000000004 63.500000000000007 4.5000000000000009 27.500000000000004 44.07500000000001 9 10 39.07500000000001 12.500000000000002 1514.5000000000002 9300.0000000000018 13.500000000000002
decision_type=9 9 9 9 9 9 10 9 10 8 9 9 8 8 10 10 10 10 8 10 10 10 10 9 9 10 10 10 10 8
left_child=1 13 4 -4 -2 9 7 8 -7 -3 -5 16 -9 -1 15 -8 20 18 -18 -19 -12 -15 -6 28 -25 -26 -27 -28 29 -13
right_child=2 5 3 10 22 6 14 12 -10 -11 11 23 -14 21 -16 -17 17 19 -20 -21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.0011953753962360026 -2.0290400687912324e-05 0.0013103831913844389 1.65044470312381e-05 -3.5604680961363042e-05 9.5358126725386685e-06 -7.5796292730245801e-06 -6.552065221598014e-05 -6.9729498572144164e-05 0.00018143254954381405 1.4276709433289626e-05 6.3004826802881554e-06 -4.1457767182322417e-05 7.3215340766097372e-07 -5.027668490029669e-06 -0.00018595473121749251 0.00077567475785954797 1.2137088676844599e-05 0.00097437648277519883 -0.00044708063173622749 7.1868088626558802e-06 1.3231822662334026e-05 -0.00011389017058668571 2.7521897824343001e-05 0.000199483185270104 -8.6682416777641432e-05 0.00012981112124705875 -5.2464714985731575e-05 4.0459164179935672e-05 -0.00017636850251754766 7.3181052623993996e-07
leaf_weight=34 122 26 182 164 335 69 39 133 83 76 71 197 70 54 45 25 144 26 75 51 130 61 36 114 102 63 87 33 28 252
leaf_count=34 122 26 182 164 335 69 39 133 83 76 71 197 70 54 45 25 144 26 75 51 130 61 36 114 102 63 87 33 28 252
internal_value=-6.8306e-06 -0.0022314 0.000719748 0.000219653 0.00242063 -0.00117851 -0.00202105 -0.00106742 0.00122699 0.00247788 -0.000193798 0.000130058 -0.00271028 -0.005875 -0.00527273 -0.00246154 0.00161417 0.00040404 -0.001 0.00435897 0.00346535 -0.00465517 0.00361257 -0.000721533 0.000439024 -0.00128378 0.000543478 -0.00198347 -0.00168033 -0.00128889
internal_weight=2927 715 2212 1719 493 566 464 355 152 102 1537 1373 203 149 109 64 497 296 219 77 201 115 371 876 399 285 183 120 477 449
internal_count=2927 715 2212 1719 493 566 464 355 152 102 1537 1373 203 149 109 64 497 296 219 77 201 115 371 876 399 285 183 120 477 449
cat_boundaries=0 18 20 36 38 40 42 43 44 46 47 48
cat_threshold=147459 268435633 637534208 2623488 524322 64 0 272629760 33554432 268443680 32 0 0 0 0 0 4240 256 0 16516 268435456 0 1056768 512 0 134225920 0 139264 2048 134217728 40960 0 0 0 0 32 32768 1050112 68159488 32 18496 2 16388 2148532224 16918624 32 10 258
is_linear=0
shrinkage=0.04


Tree=780
num_leaves=31
num_cat=8
split_feature=7 8 4 0 2 9 2 12 1 11 8 9 2 4 2 0 2 0 2 2 2 0 12 2 2 0 2 2 2 2
split_gain=1.82463 1.44318 1.43736 1.08586 0.967444 0.900859 0.921521 0.832686 1.13048 1.61641 1.1139 1.10718 1.09341 1.14713 1.46228 1.13153 1.06547 0.961165 1.18971 0.885531 0.874247 0.86518 0.788858 1.94589 1.07598 0.936915 0.761985 0.873811 0.674384 0.659682
threshold=0 1 101.00000000000001 15.500000000000002 11.500000000000002 2 11.500000000000002 3 3.5000000000000004 4 5 6 6.5000000000000009 2050.0000000000005 8.5000000000000018 26.500000000000004 25.500000000000004 35.850000000000009 40.500000000000007 67.500000000000014 3.5000000000000004 43.175000000000004 7 9.5000000000000018 1308.0000000000002 30.500000000000004 67.500000000000014 16.500000000000004 13.500000000000002 69.500000000000014
decision_type=9 9 8 10 10 9 8 9 10 9 9 9 8 8 8 10 10 8 8 8 10 8 9 10 8 10 10 10 8 10
left_child=3 -2 -3 4 -1 22 -7 8 -4 11 -9 16 15 -14 -15 -12 -10 18 -16 -20 -17 28 24 -24 26 -25 27 -5 -11 -13
right_child=1 2 7 5 -6 6 -8 10 9 21 12 29 13 14 17 20 -18 -19 19 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=5.0543213547413755e-05 1.6515338107012667e-05 2.6548999492455038e-05 2.0258913569115578e-05 -0.00020145972119365752 -1.1947346299621131e-05 3.4959321744842955e-05 -1.9564034381360783e-05 -3.3688888308134326e-05 -7.5911051571573291e-05 -0.00065686839021545046 -7.6490667110817875e-05 6.8993365081837511e-06 -0.00016564804959848801 0.00019381965936982938 0.00013574410694239703 4.1871727053930386e-05 2.2552834414213407e-06 1.7137114732790338e-06 -0.0001381817069135849 7.7688549416166105e-05 -9.1616439150143955e-05 1.1338059147192325e-06 -0.00014460243129583717 -1.7160129752369358e-06 6.8291821325061625e-07 4.4328411424352513e-05 -0.0003375402048530063 -3.9455519462663349e-05 -2.6814188979855657e-05 -1.9725882524852522e-05
leaf_weight=38 215 46 136 75 161 40 129 112 74 61 27 440 33 28 95 49 44 396 25 65 52 33 35 49 46 60 40 91 173 67
leaf_count=38 215 46 136 75 161 40 129 112 74 61 27 440 33 28 95 49 44 396 25 65 52 33 35 49 46 60 40 91 173 67
internal_value=-0.000347411 0.000247479 -0.000101678 -0.0020129 0.0005 -0.00293286 -0.000333333 -0.000272109 -0.00103946 -0.00156775 0.0006271 -0.000408805 0.00117798 0.00186625 0.0022623 -0.00217054 -0.00372093 0.00182131 0.00419355 0.000879121 -0.000196078 -0.00410072 -0.0039312 -0.00129032 -0.00532319 0.00127273 -0.00676329 -0.00550898 -0.00510638 0.00042471
internal_weight=2935 2171 1956 764 199 565 169 1910 1028 892 882 625 770 642 609 128 118 581 185 90 101 267 396 144 252 109 206 166 234 507
internal_count=2935 2171 1956 764 199 565 169 1910 1028 892 882 625 770 642 609 128 118 581 185 90 101 267 396 144 252 109 206 166 234 507
cat_boundaries=0 18 47 49 51 54 84 86 88
cat_threshold=147458 145 100663296 2099200 524322 8192 0 537001984 0 32 0 0 128 268435456 0 0 4096 256 0 0 0 0 2147483648 0 0 0 0 0 0 0 8192 512 0 0 0 0 0 2048 128 524288 0 0 0 268468224 0 0 524288 0 30720 83952898 34 36 0 524288 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 0 0 0 4194304 0 0 16384 0 0 0 4096 0 4100 68198466 32
is_linear=0
shrinkage=0.04


Tree=781
num_leaves=31
num_cat=4
split_feature=11 0 9 0 2 13 4 2 0 2 3 4 3 2 1 0 2 5 0 2 2 2 3 2 3 9 2 3 1 0
split_gain=1.48572 1.08549 0.924666 1.00375 0.858704 1.57296 1.30508 1.27708 1.40967 1.18585 1.09645 1.07642 0.847152 0.815566 0.799175 1.07784 1.31232 0.798133 0.791218 0.763636 0.742699 0.742297 0.752877 0.782316 0.732154 0.680668 0.773982 0.995543 0.633803 0.571637
threshold=0 46.250000000000007 1 42.250000000000007 131.00000000000003 2 5039060000.000001 68.500000000000014 40.250000000000007 17.500000000000004 1999.5000000000002 963180000.00000012 2016.5000000000002 99.000000000000014 5.5000000000000009 32.500000000000007 99.000000000000014 1.0000000180025095e-35 22.750000000000004 19.500000000000004 20.500000000000004 90.500000000000014 2004.5000000000002 14.500000000000002 2018.5000000000002 3 10.500000000000002 2011.5000000000002 3.5000000000000004 27.750000000000004
decision_type=9 10 9 10 10 9 10 8 10 10 8 10 8 8 8 10 8 10 10 10 8 8 10 10 10 9 8 8 8 10
left_child=-1 2 3 14 5 9 7 8 24 11 -6 25 -12 -9 15 20 -17 21 -11 -10 -2 22 23 -3 -7 26 27 -4 -29 -20
right_child=1 17 4 -5 10 6 -8 13 19 18 12 -13 -14 -15 -16 16 -18 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.8370673350485165e-05 3.5219697721800006e-07 -2.5743988149429243e-06 -0.00014690927029207046 2.828237664630251e-05 0.00050678821396907378 1.8180428810836701e-05 9.9954766612881938e-05 -8.9636318673420585e-05 -1.9099599582261818e-05 -8.3859729159740946e-06 -3.6775309457190985e-05 -6.0105634441143252e-05 0.00018729983904755443 -1.087723363852433e-05 1.8068097348553637e-05 5.6378437441395588e-06 -0.00045052104946591954 -3.2164773665606107e-05 -0.00019312936506459268 -0.0002834901029060788 4.2942931523377582e-05 -0.0001016713302189487 -3.3939998821921339e-05 0.00014984300631986968 -5.9645204915561579e-05 -2.9192381086922125e-05 2.4170744957530133e-05 -0.00020110575142901155 7.0226271464690626e-06 -8.7489139446574881e-05
leaf_weight=103 25 34 26 27 25 506 50 58 42 293 44 27 126 178 54 206 31 38 28 34 26 43 27 27 32 218 139 29 187 235
leaf_count=103 25 34 26 27 25 506 50 58 42 293 44 27 126 178 54 206 31 38 28 34 26 43 27 27 32 218 139 29 187 235
internal_value=-0.000260363 -7.78485e-05 0.000120892 0.00194737 -0.000183566 -0.000422468 0.000834248 0.000470035 0.00143089 -0.00137469 0.00234694 -0.000191388 0.00116959 -0.00202532 0.00139942 0.000553633 -0.000588235 -0.00317647 -0.0027289 -0.00363636 0.00576923 -0.00166667 0.000449438 0.00290323 0.00215213 0.000166667 0.00117347 -0.000164609 0.000737327 -0.00431818
internal_weight=2918 2815 2646 369 2277 2082 900 850 614 1182 195 626 170 236 342 288 237 169 556 76 51 131 88 61 538 599 381 242 216 263
internal_count=2918 2815 2646 369 2277 2082 900 850 614 1182 195 626 170 236 342 288 237 169 556 76 51 131 88 61 538 599 381 242 216 263
cat_boundaries=0 3 5 6 8
cat_threshold=0 2148008448 4096 1 4128 10 0 10256
is_linear=0
shrinkage=0.04


Tree=782
num_leaves=31
num_cat=15
split_feature=8 7 7 14 2 4 7 12 2 4 11 12 12 6 2 2 2 2 2 2 2 1 2 2 13 8 9 2 6 12
split_gain=2.98496 2.62085 1.36405 1.28323 1.58856 1.17031 0.954744 1.1803 1.19901 0.954854 0.932445 0.875684 0.821515 1.08953 1.03214 1.48502 0.778005 0.714138 0.926122 0.695571 0.973301 0.781725 0.683082 0.915187 0.656936 0.636268 0.608468 1.45473 0.941249 2.63294
threshold=0 1 2 3 492.00000000000006 850.00000000000011 4 5 3.5000000000000004 925740000.00000012 6 7 8 9 13.500000000000002 55.500000000000007 23.500000000000004 15.500000000000002 8.5000000000000018 55.500000000000007 60.500000000000007 5.5000000000000009 99.000000000000014 52.500000000000007 10 11 12 10.500000000000002 13 14
decision_type=9 9 9 9 10 10 9 9 8 10 9 9 9 9 8 8 8 8 10 10 10 10 8 10 9 9 9 8 9 9
left_child=2 5 -1 4 16 12 22 8 -8 19 -10 -4 -2 14 -14 -16 -3 18 -13 25 -21 24 23 -5 -22 -9 27 -27 -28 -30
right_child=1 3 11 6 -6 -7 7 9 10 -11 -12 17 13 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=2.4832968541232961e-06 3.9998499014117787e-05 -0.00012163733242587683 -7.703828198941665e-06 -1.8866506152086517e-05 -0.0008147065956791977 9.6428896012454857e-05 0.00040945092636452074 -7.9771572018003662e-05 -6.2506539007500809e-06 0.0020402754951599177 4.0731915775396033e-05 -7.3176656296389811e-05 0.0013448262360015661 -1.9564785087275993e-05 -6.5025979355795024e-05 0.00011883035216825988 -2.4564059083331814e-06 -0.00011057386494869093 1.470404766209299e-05 0.0002139274630063781 -1.8545659497135602e-05 2.7697074387340593e-05 1.6068908449824449e-05 -0.00012499047887018833 9.0641781903855188e-06 7.0638550427304384e-06 -8.7913067900302622e-06 -6.8335476203884582e-05 9.1354419590885535e-05 -1.1971452672412397e-05
leaf_weight=107 103 40 131 206 25 25 32 101 158 28 114 38 30 112 30 44 93 116 39 28 109 44 37 34 104 134 443 193 104 163
leaf_count=107 103 40 131 206 25 25 32 101 158 28 114 38 30 112 30 44 93 116 39 28 109 44 37 34 104 134 443 193 104 163
internal_value=-0.000451787 7.85855e-05 -0.00348416 -0.000436165 -0.00378698 0.00326761 -0.000156632 0.000192525 0.0024127 -0.000287278 0.00161172 -0.00477612 0.0026875 0.00105727 0.00382609 0.0016 -0.00223881 -0.00656863 -0.00384615 -0.000435393 0.00132867 0.000542636 -0.00229167 -0.00315353 -0.00046729 -0.000877963 -0.000553435 -0.00195266 0.000110957 0.00194245
internal_weight=2965 2534 431 2190 158 344 2032 1755 304 1451 272 324 319 216 104 74 133 193 77 1423 285 257 277 240 213 1138 1037 327 710 267
internal_count=2965 2534 431 2190 158 344 2032 1755 304 1451 272 324 319 216 104 74 133 193 77 1423 285 257 277 240 213 1138 1037 327 710 267
cat_boundaries=0 30 48 65 66 76 77 78 79 81 82 83 109 111 112 114
cat_threshold=268435472 8 0 0 0 1 0 0 0 0 0 33554432 2048 1049088 0 0 0 0 33554432 8192 2147483648 0 4194304 0 0 0 64 0 0 4096 16387 0 605036544 0 0 134225920 0 8192 33554432 134217728 0 320 0 0 0 0 1073746048 128 0 128 0 0 2 0 0 0 65536 0 0 0 0 0 0 0 4096 131201 131072 145 0 2048 0 0 0 272629760 65536 32 68157728 36 1114178 98304 32 138 10 0 0 0 0 2147483648 0 0 0 0 0 0 0 8192 0 0 4096 0 0 0 0 128 0 0 0 0 16384 0 4276 216 16826432 32
is_linear=0
shrinkage=0.04


Tree=783
num_leaves=31
num_cat=9
split_feature=8 7 8 3 2 2 3 10 0 11 2 1 2 17 9 11 2 2 0 2 2 2 2 1 2 0 2 2 9 2
split_gain=2.9357 2.13129 1.51517 1.34426 1.16681 1.10094 0.893141 0.853144 1.48722 0.837461 1.44076 1.03882 0.781965 0.763771 0.630973 0.638313 0.810367 1.23459 1.24874 0.565743 0.529358 0.888889 0.478506 0.472454 0.976096 1.3805 0.453952 0.515013 0.431023 0.764543
threshold=0 1 2 2020.5000000000002 5.5000000000000009 1.5000000000000002 1989.5000000000002 3 39.07500000000001 4 28.500000000000004 5.5000000000000009 45.500000000000007 5 6 7 29.500000000000004 38.500000000000007 15.500000000000002 3.5000000000000004 71.500000000000014 51.500000000000007 58.500000000000007 5.5000000000000009 34.500000000000007 35.600000000000009 11.500000000000002 5.5000000000000009 8 14.500000000000002
decision_type=9 9 9 8 8 10 8 9 10 9 10 8 10 9 9 9 10 10 10 10 8 10 10 8 8 10 10 8 9 10
left_child=3 14 4 -1 -3 -5 -4 8 -8 10 26 -11 -6 20 -2 16 -16 -18 -19 -10 21 -9 -13 24 -17 -26 27 -7 -15 -30
right_child=1 2 6 5 12 9 7 13 19 11 -12 22 -14 28 15 23 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-7.9010967862025447e-05 9.0268553378791694e-06 0.00045502569617283939 0.00051348084983168004 -0.00011012584786882939 7.5023670232354793e-06 2.4167550750604506e-05 1.8417619929920193e-05 1.2319955493076407e-05 -1.1909857819354386e-05 1.0064475693951635e-05 -5.7512965764914269e-05 -3.2119445571794361e-05 0.00010441318489249341 -3.2254091021357565e-05 5.4008521277992831e-06 -4.7001445921033279e-05 -4.5683569352661381e-05 1.542615211185705e-05 -8.399760634887343e-05 -0.00014666378258262113 0.00021573992693316057 -3.2944965996648532e-05 -0.0001026374977822897 -1.8266684881496077e-06 -8.606535711020768e-05 0.00029941958893338951 0.00014224839452282368 -4.423689224182681e-05 1.7554506783881151e-05 -2.3581496719771167e-06
leaf_weight=92 102 29 29 77 189 33 34 64 28 185 52 53 43 167 94 108 26 61 43 81 26 25 32 67 34 58 29 25 489 577
leaf_count=92 102 29 29 77 189 33 34 64 28 185 52 53 43 167 94 108 26 61 43 81 26 25 32 67 34 58 29 25 489 577
internal_value=-0.000325093 0.000301887 0.000993304 -0.00285229 0.00375 -0.00205339 0.000496408 0.00036193 -0.00246753 -0.00121951 -0.0036 0.000142349 0.00291845 0.000676968 -0.00175497 -0.0023506 -0.000680851 -0.00274809 -0.000761905 -0.00490909 0.00365079 0.00244444 -0.00348837 -0.00366906 -0.00477612 -0.00172043 -0.000681818 -0.00271186 0.000369775 0.000668524
internal_weight=2952 2374 1781 578 261 486 1520 1491 143 409 139 270 232 1348 593 491 224 130 104 109 115 89 85 267 200 92 87 58 1233 1066
internal_count=2952 2374 1781 578 261 486 1520 1491 143 409 139 270 232 1348 593 491 224 130 104 109 115 89 85 267 200 92 87 58 1233 1066
cat_boundaries=0 30 47 77 78 80 81 83 85 87
cat_threshold=268435472 1050634 0 0 0 1 0 0 0 0 0 0 2048 512 0 0 0 0 33554432 8192 2147483776 0 4194304 0 0 16384 64 0 0 4096 268582914 145 1611661312 524288 0 0 33554432 131072 2048 32 0 2097152 16 0 0 0 16 0 4 4 134217728 0 0 0 0 0 0 0 0 8192 1048576 0 4096 0 0 0 0 256 0 0 0 0 0 4 0 524288 8192 21 16388 1024 2 1 164 49184 1024 256 16512
is_linear=0
shrinkage=0.04


Tree=784
num_leaves=31
num_cat=10
split_feature=7 8 12 7 7 2 6 2 0 11 2 14 2 0 2 2 0 2 2 2 2 2 2 15 2 12 5 2 2 2
split_gain=2.76244 2.6345 1.41152 1.24009 1.16664 1.13385 1.00311 0.967733 0.915657 0.94006 0.850494 1.11134 1.39853 1.67449 1.47292 1.00111 0.940238 0.825858 0.821339 1.04183 0.701836 1.19449 0.697248 0.691786 0.649745 0.647911 0.740648 0.580115 0.566874 0.519216
threshold=0 1 2 3 4 13.500000000000002 5 151.50000000000003 46.250000000000007 6 68.500000000000014 7 27.500000000000004 39.07500000000001 31.500000000000004 15.500000000000002 35.250000000000007 44.500000000000007 15.500000000000002 45.500000000000007 211.00000000000003 23.500000000000004 19.500000000000004 8 13.500000000000002 9 1.5000000000000002 122.50000000000001 46.500000000000007 6.5000000000000009
decision_type=9 9 9 9 9 10 9 10 10 9 10 9 8 10 8 10 8 10 8 10 8 10 8 9 10 9 8 8 10 10
left_child=27 25 3 20 5 -4 7 17 9 -8 11 12 13 15 -14 -6 -13 22 -11 -20 21 -3 24 -12 -5 28 -27 -1 -2 -18
right_child=1 2 4 6 10 -7 8 -9 -10 18 23 16 14 -15 -16 -17 29 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.9458799418051739e-05 -1.38107595049064e-05 6.0725173387297106e-05 -8.7045695442498067e-05 6.983690502373463e-06 -4.5700376724440163e-05 -0.0011308945766721123 1.7063072647260925e-06 -9.714299733857956e-05 -5.352886023366921e-05 1.5364183250063944e-05 -5.0051739965226719e-05 -0.00011287226403858597 0.00078463984745631883 4.5087655317388452e-06 9.4955062408530466e-06 -0.00012352928689907117 4.8102927740600874e-06 0.00039963011690495874 -3.9517063439973301e-05 6.4997015385870333e-07 0.0010722736030854918 -7.3998610979906227e-05 -1.4763574571645678e-05 -6.5788085742113368e-06 0.00031651014493156994 -2.9887545392739414e-05 2.3960767220572166e-05 -0.00019400298758906587 8.2261079458589848e-06 -4.1392877306698492e-05
leaf_weight=187 71 29 67 110 87 38 519 25 49 46 108 48 40 350 169 38 74 43 92 47 51 30 83 108 37 27 260 52 49 50
leaf_count=187 71 29 67 110 87 38 519 25 49 46 108 48 40 350 169 38 74 43 92 47 51 30 83 108 37 27 260 52 49 50
internal_value=-0.000375209 -7.25689e-06 -0.000527884 0.000460751 -0.00149832 -0.00534483 1.88324e-05 0.00194175 -0.000759162 -0.000397163 -0.0010711 -0.000513419 0.000230216 -0.000966387 0.00295238 -0.00492063 -0.00327869 0.00270073 -0.0027551 -0.00442857 0.00429752 0.00166667 0.0017316 -0.00331797 0.00337838 0.00291866 0.00395973 -0.0044 0.000305344 -0.0016
internal_weight=2984 2745 2338 1161 1177 105 1051 298 753 704 1072 856 684 475 209 125 172 273 185 139 110 59 230 216 147 407 287 239 120 124
internal_count=2984 2745 2338 1161 1177 105 1051 298 753 704 1072 856 684 475 209 125 172 273 185 139 110 59 230 216 147 407 287 239 120 124
cat_boundaries=0 18 47 49 66 83 84 85 86 87 89
cat_threshold=268451840 268435488 0 524288 589824 0 33554432 268435456 33554432 134225936 32 0 144 0 0 0 0 128 1073741824 12 0 0 2147491840 0 0 2147483648 0 0 0 0 10304 0 268435456 0 0 0 0 8192 256 0 0 0 0 268435456 64 0 524288 16900128 34 0 129 67108864 0 0 0 0 0 0 0 0 128 0 0 0 0 4112 3 0 0 0 0 0 0 0 0 32 0 128 0 0 0 0 4096 262 32804 8321 67108864 139584 2
is_linear=0
shrinkage=0.04


Tree=785
num_leaves=31
num_cat=10
split_feature=7 12 4 8 1 2 2 12 7 7 8 9 2 2 2 2 2 2 2 2 2 12 4 4 3 12 2 2 3 4
split_gain=2.74908 1.88741 1.14031 1.0304 0.974631 0.926807 1.03207 0.919875 1.32526 1.19624 1.29778 1.16909 1.35628 1.08641 1.07396 1.04523 1.1025 0.965643 1.27144 0.780843 0.752051 0.713087 0.696652 0.862131 0.697914 0.791432 0.874626 0.696218 0.680866 0.652846
threshold=0 1 10510.500000000002 2 2.5000000000000004 19.500000000000004 203.50000000000003 3 4 5 6 7 8.5000000000000018 22.500000000000004 2.5000000000000004 3226.5000000000005 262.50000000000006 14.500000000000002 23.500000000000004 46.500000000000007 31.500000000000004 8 1300.0000000000002 353375000.00000006 2003.5000000000002 9 76.500000000000014 7.5000000000000009 2013.5000000000002 14831265000.000002
decision_type=9 9 8 9 10 8 8 9 9 9 9 9 8 10 10 8 10 8 8 10 10 9 8 8 8 9 10 10 8 8
left_child=1 4 -3 5 -1 27 -7 8 19 -9 -11 15 14 -14 -13 16 21 -10 -19 -5 -15 -12 -23 -24 -25 -26 -27 -2 -6 -20
right_child=3 2 -4 7 28 6 -8 9 17 10 11 12 13 20 -16 -17 -18 18 29 -21 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0013517803299641429 -8.4832554122051822e-05 2.1923013791216307e-05 -8.2163623294917448e-06 -2.2821202828708921e-05 -1.413090512016879e-06 -8.1038357160743152e-05 -2.4285516999356107e-06 -2.9699072191249345e-05 -1.1984296821054841e-06 8.6971205573149752e-06 8.892830025075683e-06 -8.3964806493526107e-05 -0.00010084621182812725 3.8796550602810957e-05 0.00014034720745094377 0.00024808145988998833 -0.00029524210055598132 -0.00050000767399854601 -0.00032415035527645132 0.0013883219359676602 -1.5463224407952227e-05 -7.6785540333546018e-05 4.485318389278348e-05 0.00011640365137253638 7.4945681103599779e-06 -1.8710989351014008e-05 -0.00018023295315195754 2.1892472232494241e-05 9.7725350143917919e-06 -3.6183683772961221e-05
leaf_weight=33 44 32 367 74 25 90 32 357 99 113 321 27 141 31 76 59 29 30 28 26 95 37 25 43 143 140 25 48 165 161
leaf_count=33 44 32 367 74 25 90 32 357 99 113 321 27 141 31 76 59 29 30 28 26 95 37 25 43 143 140 25 48 165 161
internal_value=-0.000507371 0.00183254 0.000146341 -0.00114534 0.00470085 -0.00373333 -0.00617886 -0.000860832 -0.00251748 -0.000430365 0.000136778 -0.000266002 -0.00209974 -0.00365672 0.00173077 0.00057623 0.000183246 -0.003769 -0.00536364 0.00144144 -0.000944882 0.000489796 -0.000613208 -0.000106101 -0.000625 -0.0012945 -0.00306818 -0.000860215 0.00376963 -0.00410526
internal_weight=2916 622 399 2294 223 214 122 2080 418 1662 1305 1192 370 267 103 822 763 318 219 100 126 734 413 376 351 308 165 92 190 189
internal_count=2916 622 399 2294 223 214 122 2080 418 1662 1305 1192 370 267 103 822 763 318 219 100 126 734 413 376 351 308 165 92 190 189
cat_boundaries=0 18 20 50 52 59 76 103 105 107 108
cat_threshold=1 144 1075060736 2052 0 134225922 0 805314560 33554432 134217760 40992 192 0 0 0 0 1073745920 256 106496 32 268435472 0 0 0 0 0 0 0 1 0 0 0 8192 0 0 0 0 0 33558528 2048 2147483648 0 4194304 0 0 16384 0 0 0 4096 8448 32 131072 0 67108864 0 0 0 131072 268566528 0 33554432 524288 34 0 131072 0 0 16 0 0 0 268435456 0 32 16 0 8 0 0 0 1 0 0 0 0 0 2048 0 512 0 0 0 0 0 0 128 0 0 0 0 0 4 1073741824 14464 68356160 2 1026
is_linear=0
shrinkage=0.04


Tree=786
num_leaves=31
num_cat=10
split_feature=10 12 2 2 0 9 0 1 13 9 2 6 2 15 0 2 0 2 2 6 3 0 0 12 2 0 0 2 13 2
split_gain=1.12215 1.27792 1.77559 1.61308 1.49956 1.69252 1.12998 1.07629 1.58252 0.97383 0.991883 0.972414 1.17797 1.16504 1.51271 1.38192 1.29078 1.22722 0.921421 0.855631 1.21534 0.882734 0.82862 1.23261 1.13155 0.973777 0.807264 0.857391 0.739448 1.1133
threshold=0 1 28.500000000000004 199.50000000000003 22.250000000000004 2 18.500000000000004 5.5000000000000009 3 4 20.500000000000004 5 99.000000000000014 6 42.960000000000008 92.500000000000014 37.750000000000007 155.00000000000003 7.5000000000000009 7 2007.5000000000002 12.250000000000002 47.250000000000007 8 4.5000000000000009 39.07500000000001 32.500000000000007 272.00000000000006 9 21.500000000000004
decision_type=9 9 8 10 10 9 8 8 9 9 10 9 8 9 8 8 10 10 10 9 10 10 10 9 10 10 10 10 9 10
left_child=-1 3 9 4 6 -6 28 8 -7 10 18 12 -4 15 26 16 -13 -17 -3 -11 21 -21 23 -23 -25 -26 -15 -28 29 -2
right_child=1 2 11 -5 5 7 -8 -9 -10 19 -12 13 -14 14 -16 17 -18 -19 -20 20 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-2.533555203605431e-05 -1.7234250408506567e-05 2.2759160186964777e-05 -7.9282166421279492e-06 5.515601298530015e-05 8.22571812122419e-06 -5.6500543425954678e-05 1.7576664709295641e-05 -0.00014281584444560735 3.5707361563197539e-06 4.1334045331709036e-06 0.00034392501198865944 -3.532926152253424e-05 0.0010260658266786748 1.0498673601162523e-05 -0.0001671862831975801 6.3616338217293848e-05 7.8987098508065408e-06 -4.7331886774770737e-06 -5.6517832652076548e-05 -7.5007153520196822e-05 0.00025268834339954084 -6.5739155323285563e-06 -7.3714118720218382e-05 2.2218633651505117e-06 4.3581602107423121e-06 0.00046468581130802987 -3.0811142437627835e-05 -0.00025718400354996618 -2.1873959741895988e-05 3.8055708815463166e-05
leaf_weight=303 44 94 73 52 117 123 25 75 100 254 25 176 58 105 36 92 153 79 131 28 72 113 25 73 56 145 130 32 103 59
leaf_count=303 44 94 73 52 117 123 25 75 100 254 25 176 58 105 36 92 153 79 131 28 72 113 25 73 56 145 130 32 103 59
internal_value=-0.000223577 4.51297e-05 0.000571137 -0.00141044 -0.00197836 -0.00341346 0.000603448 -0.00491909 -0.00366071 0.00173058 -0.00045977 -0.000684492 0.00239437 -0.00120393 -0.00312102 0 -0.00151515 0.00290698 -0.00132743 0.00241956 0.0033652 0.00263039 0.00309927 0.0035567 0.00491228 0.00663366 -0.00216418 -0.00392638 -0.000386473 0.00192982
internal_weight=2951 2648 1950 698 646 415 231 298 223 1016 250 934 131 803 303 500 329 171 225 766 512 440 412 387 274 201 267 162 206 103
internal_count=2951 2648 1950 698 646 415 231 298 223 1016 250 934 131 803 303 500 329 171 225 766 512 440 412 387 274 201 267 162 206 103
cat_boundaries=0 1 3 5 6 8 9 10 11 13 14
cat_threshold=21 67258656 2 0 4148 10 0 24596 128 2348810240 148 17826816 32 2
is_linear=0
shrinkage=0.04


Tree=787
num_leaves=31
num_cat=6
split_feature=8 7 3 0 12 12 5 2 12 3 2 2 2 4 2 0 0 2 2 0 3 0 0 2 2 4 5 6 2 2
split_gain=2.51123 3.07038 1.6875 1.59699 1.26553 1.18289 1.13037 0.985583 1.09289 1.0689 0.96616 0.963915 0.874469 1.43548 0.817152 0.81452 0.802194 1.00439 1.56849 1.29911 0.837673 0.809747 0.719116 0.700616 0.901126 0.705467 0.72305 0.689091 0.644287 0.724836
threshold=0 1 2018.5000000000002 29.500000000000004 2 3 1.5000000000000002 3.5000000000000004 4 2008.5000000000002 4128.5000000000009 16.500000000000004 8158.0000000000009 52809240000.000008 29.500000000000004 38.20000000000001 32.500000000000007 2.5000000000000004 47.500000000000007 16.750000000000004 2012.5000000000002 16.750000000000004 35.600000000000009 59.500000000000007 20.500000000000004 4.0000000000000009 2.5000000000000004 5 203.50000000000003 54.500000000000007
decision_type=9 9 10 10 9 9 8 8 9 8 8 8 8 8 10 10 10 10 10 10 10 10 10 10 8 10 8 9 8 10
left_child=2 5 3 -1 16 14 -5 -8 11 -10 27 -9 13 -7 -2 -12 17 -3 21 -20 23 -19 -11 24 25 26 -18 -6 29 -24
right_child=1 4 -4 6 10 12 7 8 9 22 15 -13 -14 -15 -16 -17 20 18 19 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.0038742582464408e-05 5.773944606559667e-06 -4.9872540975179901e-05 -2.3771458474328712e-05 -6.0478424207630611e-05 -3.005566956279182e-05 0.0010221093104694746 0.00013031260376841658 1.3006860902464722e-06 -2.7256209799126908e-05 -5.9804869695057052e-05 -1.5963932620621792e-05 3.732167993369728e-05 -5.4829405557832447e-05 9.0656852197668055e-06 -5.2202575870126114e-05 0.00022382206663401405 0.00050395287419913615 0.00013767192499052782 -6.8454057120312934e-05 6.4213865221987023e-05 -0.00010897813537496859 -7.592342011548681e-06 1.9867246134843696e-05 -1.7137247808918233e-06 -0.00013334471951246486 -3.7805882919883514e-05 -4.512978009337587e-05 -8.6365916361330614e-06 -2.9223320700353383e-05 0.00038086155429333245
leaf_weight=80 53 38 27 76 470 64 30 56 38 29 57 75 36 294 49 85 28 67 44 27 49 45 118 86 144 31 133 560 29 29
leaf_count=80 53 38 27 76 470 64 30 56 38 29 57 75 36 294 49 85 28 67 44 27 49 45 118 86 144 31 133 560 29 29
internal_value=-0.000617368 -0.00119781 0.00170569 0.00221034 -0.00194133 0.00157791 0.00133056 0.00217284 0.0016 -7.87402e-05 -0.00111581 0.0043662 0.0025679 0.0032312 -0.00212389 0.00195804 -0.00330014 -0.00135135 -0.000108696 -0.00472222 -0.00427966 0.00283186 0.00106796 -0.00368794 -0.00451039 -0.0026943 -0.00160494 -0.00155189 0.0020339 0.00310811
internal_weight=2947 2360 587 560 1864 496 480 404 374 243 1172 131 394 358 102 142 692 221 183 71 471 112 205 422 336 192 161 1030 176 147
internal_count=2947 2360 587 560 1864 496 480 404 374 243 1172 131 394 358 102 142 692 221 183 71 471 112 205 422 336 192 161 1030 176 147
cat_boundaries=0 30 48 49 50 51 52
cat_threshold=16 1048590 0 134217728 8192 0 0 2147483648 1 32768 0 131076 10240 1049600 0 0 0 0 0 10240 0 0 4194304 8 0 32768 0 0 524288 8192 268435457 128 1056768 512 32 0 0 139264 0 134217728 40960 0 16 0 67108864 0 1073741952 128 1271872 84969472 1220672 388
is_linear=0
shrinkage=0.04


Tree=788
num_leaves=31
num_cat=8
split_feature=7 4 7 0 0 7 4 9 0 0 15 2 2 2 7 17 0 2 2 0 2 18 2 4 4 2 4 0 2 2
split_gain=2.00908 1.75714 0.945328 0.921882 0.999727 0.916344 0.766746 0.69793 0.756286 0.727471 0.641617 0.95799 0.744546 1.03973 0.555908 0.582249 1.37409 0.731551 0.617801 0.611095 0.546652 0.526017 0.500562 0.490096 0.706276 0.565224 0.45766 0.437812 0.949354 0.778696
threshold=0 972430000.00000012 1 16.750000000000004 30.500000000000004 2 52809240000.000008 3 23.500000000000004 45.425000000000004 4 9.5000000000000018 28.500000000000004 65.500000000000014 5 6 36.400000000000006 155.00000000000003 442.50000000000006 51.32500000000001 22.500000000000004 7 90.500000000000014 1800.0000000000002 12093950000.000002 129.50000000000003 313.50000000000006 31.500000000000004 39.500000000000007 6.5000000000000009
decision_type=9 8 9 10 10 9 8 9 10 8 9 10 8 10 9 9 10 10 10 10 10 9 10 8 8 10 10 10 8 8
left_child=1 -1 -2 -3 -5 21 -7 9 10 22 11 -9 20 -14 -10 16 -16 19 -19 23 -12 -6 -4 26 -25 27 -17 28 -26 -29
right_child=2 3 7 4 5 6 -8 8 14 -11 12 -13 13 -15 15 17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.00013539017693211974 8.374247110403132e-06 6.8627737732427358e-05 5.4655927785773881e-06 -0.00046475501206487023 -0.00015185679184046564 8.5392299559927673e-06 -4.3127370724107549e-05 -7.8965835305062627e-05 7.8914740755209319e-06 -2.1881316215086599e-05 7.2327637731461896e-06 -4.2938212413190516e-06 -2.6013216792755144e-05 5.4399549060946129e-06 -0.00012731096491073402 -8.5863844515188247e-06 0.00033203358497758018 -9.6211053471080283e-05 -4.4208882457041912e-07 -2.6630962874563126e-05 4.2813586036238863e-05 8.7030578109903439e-06 1.9544619373448313e-05 -5.7079663641310674e-05 -7.3088321617831297e-06 0.00054640243061495394 0.00021813824128500415 -0.00013744022010619972 -0.00048590316520741083 -2.3920805570298855e-06
leaf_weight=47 114 47 269 29 42 54 142 28 105 44 165 119 150 78 27 42 91 40 25 31 28 70 62 42 60 26 33 164 26 715
leaf_count=47 114 47 269 29 42 54 142 28 105 44 165 119 150 78 27 42 91 40 25 31 28 70 62 42 60 26 33 164 26 715
internal_value=-0.00063786 -0.00312217 -0.000192385 -0.00228571 -0.00301775 -0.0023301 -0.00386473 -0.000369593 -0.000667996 0.00119171 0.00056239 -0.00164557 0.00134259 -0.000174672 -0.00116246 -0.00138035 0.00124031 -0.00164609 -0.00575758 -0.00142105 0.00319588 0.000650407 0.00186747 -0.0012624 -0.00148936 -0.00127016 0.00184211 -0.00142857 -0.00413793 -0.00115909
internal_weight=2915 431 2484 384 337 308 196 2370 1995 375 568 147 421 228 1427 1322 118 1204 65 1139 193 112 331 1108 1033 991 75 965 86 879
internal_count=2915 431 2484 384 337 308 196 2370 1995 375 568 147 421 228 1427 1322 118 1204 65 1139 193 112 331 1108 1033 991 75 965 86 879
cat_boundaries=0 17 35 52 54 55 66 67 68
cat_threshold=268566528 0 67108864 2099200 65568 64 33554432 0 33554432 8208 32 384 128 268435456 0 0 1073741840 1 0 1610620928 0 524288 0 0 0 0 134217728 0 0 0 0 67108864 0 0 128 0 0 67108864 2097152 0 0 0 0 0 0 0 128 0 0 0 0 1073741840 512 12304 2156920832 0 1 0 0 0 0 0 0 2048 0 8192 52 4
is_linear=0
shrinkage=0.04


Tree=789
num_leaves=31
num_cat=11
split_feature=8 7 7 8 11 7 3 1 3 7 2 2 2 2 2 6 2 2 2 2 6 4 16 2 2 16 3 2 2 3
split_gain=2.37873 1.68374 1.42061 1.33584 1.39888 1.43796 0.901028 0.927291 0.787309 0.764817 1.30826 0.934245 0.73743 0.702252 1.03869 1.05034 1.23293 0.842246 0.818079 0.796409 1.31757 1.384 0.893156 0.68452 0.635525 0.60788 0.596529 0.555386 0.578665 0.550114
threshold=0 1 2 3 4 5 2010.5000000000002 4.5000000000000009 2013.5000000000002 6 38.500000000000007 50.500000000000007 20.500000000000004 40.500000000000007 57.500000000000007 7 182.50000000000003 49.500000000000007 385.00000000000006 8.5000000000000018 8 8400.0000000000018 9 6.5000000000000009 3.5000000000000004 10 1988.5000000000002 99.000000000000014 77.500000000000014 1996.5000000000002
decision_type=9 9 9 9 9 9 10 8 10 9 10 8 8 8 8 9 8 10 10 10 9 8 1 10 10 1 10 8 10 10
left_child=1 12 26 8 -5 29 7 -3 -4 10 -9 -11 24 19 17 16 -16 -15 27 23 21 -21 -22 -7 -1 -14 -2 28 -17 -6
right_child=2 6 3 4 5 13 -8 9 -10 11 -12 -13 25 14 15 18 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.2930100027949152e-05 0.00013232783703003294 -2.9857565006032871e-05 -1.5238162596489247e-05 -5.8514192671239588e-05 -5.2339647262940052e-05 3.824727993162469e-07 -1.4400028185370673e-05 1.2529307054691685e-05 -7.1974739216287275e-05 1.6261599896409961e-05 -1.0671803450570394e-05 0.00013323191265936175 -0.00015788175811024986 3.2001516716775312e-05 -6.7163568989769829e-06 2.6035617501207754e-06 0.00019927732603388648 0.0014061748365635652 -0.00058863948866914482 0.00014168178344021955 -9.7771929711143463e-06 -3.6545610433336152e-05 0.00096065584708391325 2.5081829870892138e-05 1.6221660161264141e-05 -1.3343570279644724e-05 -1.4078566383020075e-05 6.9577010971144659e-06 -0.00065625473877339857 -5.6715598732459684e-05
leaf_weight=26 77 64 477 118 68 260 42 59 39 226 58 102 47 37 56 27 64 34 29 25 183 253 36 72 57 161 28 130 29 34
leaf_count=26 77 64 477 118 68 260 42 59 39 226 58 102 47 37 56 27 64 34 29 25 183 253 36 72 57 161 28 130 29 34
internal_value=-0.00032888 0.00145369 -0.00105414 -0.00130172 -0.000668486 -0.000281899 0.00274021 0.0032549 -0.00303605 0.00390135 0.00078125 0.00483776 -0.000993377 0.00011236 0.0014742 0.000535714 0.00335878 0.00583333 -0.00115044 -0.000554217 -0.00156627 -0.0033218 0.000782609 0.000960961 0.00214286 -0.00229665 0.00327586 -0.000213904 -0.00350877 -0.00460177
internal_weight=2918 842 2076 1971 1455 1337 551 509 516 445 117 328 291 1235 406 335 120 71 215 829 497 278 219 332 83 208 105 186 56 102
internal_count=2918 842 2076 1971 1455 1337 551 509 516 445 117 328 291 1235 406 335 120 71 215 829 497 278 219 332 83 208 105 186 56 102
cat_boundaries=0 27 41 58 88 91 108 117 118 119 120 121
cat_threshold=0 4 0 134217728 0 0 0 0 0 32768 0 131072 8192 1050112 0 0 0 0 0 2048 0 0 20971520 0 0 0 64 131072 128 0 0 32 0 0 131072 0 0 8192 0 0 268435456 1 0 537927680 0 0 8192 0 8192 0 0 0 0 0 268435456 0 0 128 268435456 8 0 0 2147483648 0 262144 0 0 0 0 0 0 0 0 4096 0 0 4096 8194 256 0 0 8 0 16384 0 0 524288 4096 16384 0 524288 2 0 1140850688 524288 0 2 0 0 0 0 0 0 16 0 0 0 1073741824 0 0 0 0 2 0 0 0 67584 280 156 2 2
is_linear=0
shrinkage=0.04


Tree=790
num_leaves=31
num_cat=12
split_feature=7 8 2 7 0 12 2 12 7 12 14 7 2 8 0 0 2 2 1 12 2 2 2 2 2 2 2 2 9 2
split_gain=2.84932 2.28872 1.83538 1.49923 1.3591 1.21883 1.79155 1.14223 1.08047 1.00118 0.965122 0.864117 0.799888 0.797817 0.776855 0.758973 1.42636 0.686142 0.624344 0.672216 1.62831 0.907366 0.639849 1.08993 0.972254 0.85679 0.744771 0.723029 0.586488 0.754398
threshold=0 1 11.500000000000002 2 45.425000000000004 3 119.00000000000001 4 5 6 7 8 33.500000000000007 9 35.850000000000009 33.175000000000004 25.500000000000004 1269.0000000000002 3.5000000000000004 10 52.500000000000007 90.500000000000014 38.500000000000007 54.500000000000007 27.500000000000004 21.500000000000004 1.5000000000000002 5.5000000000000009 11 44.500000000000007
decision_type=9 9 8 9 8 9 10 9 9 9 9 9 10 9 10 10 8 8 10 9 10 8 10 10 10 10 10 10 9 10
left_child=2 5 -1 15 7 14 9 8 -5 12 17 -9 -7 -12 -2 16 -3 -10 -15 21 -21 22 24 -24 25 26 -20 -28 29 -13
right_child=1 3 -4 4 -6 6 -8 11 10 -11 13 28 -14 18 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00089587831442912609 -9.4382540854809349e-05 -2.7487767044611644e-05 2.8447368972059907e-05 7.8218779173511162e-06 -2.4607319242626604e-05 1.9521001398885573e-05 0.00028145166685966672 9.9949776365804156e-06 -0.00010518089726794245 2.2780236339130512e-05 -5.3965489468552619e-05 -5.7265442228597866e-05 -0.0002238621282754849 0.00031209282252135038 2.3874903902765254e-06 -4.5724592944367262e-05 1.8705565151542204e-05 0.00015331232796512496 -0.00016031963199274912 -2.0806297158060263e-06 -0.00058945755233054343 5.6502796202408944e-05 -0.00010137598343394672 3.6768488116933895e-06 0.0012472024834602991 -0.00039221842195509283 0.00048352568196918355 2.2902393231305495e-06 -5.5031202742483741e-06 -7.7018127566219625e-06
leaf_weight=30 31 32 76 280 140 91 26 103 79 117 102 455 29 50 80 161 40 33 25 93 25 51 42 53 30 36 61 193 190 191
leaf_count=30 31 32 76 280 140 91 26 103 79 117 102 455 29 50 80 161 40 33 25 93 25 51 42 53 30 36 61 193 190 191
internal_value=-0.00065852 -0.000905263 0.00547009 -0.00134895 -0.0010165 0.00197403 0.00343066 -0.000764453 8.59107e-05 0.00243697 -0.00061086 -0.00178947 -0.000305344 -7.77202e-05 -0.00147541 -0.00434426 -0.00109589 -0.00390244 0.000447761 9.83607e-05 -0.00248062 0.000756972 0.000181406 -0.00270833 0.000982659 0.000316456 0.00107143 0.00172549 -0.0022196 -0.00280061
internal_weight=2945 2839 106 2465 2232 374 263 2092 1153 237 873 939 120 761 111 233 72 112 659 609 118 491 440 95 345 315 279 254 836 646
internal_count=2945 2839 106 2465 2232 374 263 2092 1153 237 873 939 120 761 111 233 72 112 659 609 118 491 440 95 345 315 279 254 836 646
cat_boundaries=0 18 48 66 67 69 86 88 89 99 129 131 133
cat_threshold=0 0 8192 2105344 0 8192 4194304 8192 0 134217728 0 0 0 0 0 0 0 128 0 4 4 134217728 0 1 0 0 0 0 0 2052 8192 1048576 0 0 0 0 0 2048 128 524288 0 0 0 32768 64 0 0 8192 131072 16 33554432 524804 524288 0 33554432 0 0 16 32 320 0 268435456 67108864 0 0 256 24578 17907746 32 0 129 1610612736 0 0 0 0 268566528 33556480 32 0 128 0 0 0 0 4096 100352 32 131216 0 128 0 0 34 0 0 0 65536 32 0 0 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 256 0 0 0 0 0 0 0 0 4096 81922 32 256 18468
is_linear=0
shrinkage=0.04


Tree=791
num_leaves=31
num_cat=9
split_feature=8 9 8 0 2 3 11 18 2 2 6 3 6 9 5 1 2 2 2 2 2 2 2 2 0 4 1 4 13 0
split_gain=1.98781 1.63934 1.12873 1.10573 1.09999 1.50297 1.08277 0.918104 0.847078 1.41969 1.06413 1.17235 0.955007 0.93556 0.880369 0.694284 0.654036 0.617578 0.59303 1.39359 0.564709 0.545527 0.538102 0.520829 0.535961 0.514137 0.739854 0.504618 0.714589 0.503977
threshold=0 1 2 51.32500000000001 119.00000000000001 2019.5000000000002 3 4 16.500000000000004 22.500000000000004 5 2019.5000000000002 6 7 1.5000000000000002 5.5000000000000009 64.500000000000014 321.00000000000006 9.5000000000000018 11.500000000000002 24.500000000000004 30.500000000000004 50.500000000000007 365.00000000000006 35.600000000000009 55.000000000000007 1.5000000000000002 1158870000.0000002 8 39.07500000000001
decision_type=9 9 9 10 10 8 9 9 10 10 9 8 9 9 8 10 10 10 10 10 10 8 10 10 10 10 10 8 9 10
left_child=1 -1 4 6 5 -3 7 21 12 -10 14 16 29 23 -11 17 -12 -16 -14 -20 -5 -2 -15 24 -13 26 -7 -4 -29 -8
right_child=3 2 27 20 -6 25 8 -9 9 10 11 13 18 22 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.6337635902524709e-05 -0.00021419815486943607 -6.5353626538211526e-05 -4.9372193708663306e-06 -6.3559619683388742e-05 8.4087319417562871e-05 0.0022647013190361777 -1.6046341621027692e-05 -0.00010265129726082734 -6.5841299850717412e-05 1.358095015859817e-05 0.00047279035836151451 -6.6130191950719566e-06 -4.9661134913492336e-05 0.00014636237450204703 -2.3546889693335515e-05 -1.6212674254418858e-05 4.0608163896749262e-06 8.2990995377159036e-05 0.0003286301427166194 -1.8494081122355509e-05 -7.3461507332694962e-06 -1.0167676531196435e-05 -1.0897233913809145e-06 0.00090397732198098878 -5.355640941480999e-05 -4.4642392904705729e-05 1.2448411453647169e-06 5.7774572094615451e-06 4.7442297904822797e-05 1.0700008640469605e-05
leaf_weight=112 29 52 50 28 39 35 116 44 133 41 50 28 205 41 195 34 54 39 32 61 31 69 60 26 80 47 535 155 137 362
leaf_count=112 29 52 50 28 39 35 116 44 133 41 50 28 205 41 195 34 54 39 32 61 31 69 60 26 80 47 535 155 137 362
internal_value=-0.000807942 0.000477408 0.000980207 -0.00165065 5.56328e-05 -0.000328358 -0.00147059 -0.00470588 -0.0011352 -0.00207161 -0.0012943 0.000285714 -0.00020592 -0.00127119 -0.0029375 -0.00386617 0.00380952 -0.00306383 -0.00194175 0.000638298 -0.007 -0.00282828 0.00160714 -0.00331034 -0.00477064 0.000226537 0.00056042 0.00283286 0.00354949 0.000899796
internal_weight=2920 1162 1050 1758 708 669 1699 142 1557 781 648 339 776 235 309 268 104 234 298 93 59 98 101 134 108 617 570 342 292 478
internal_count=2920 1162 1050 1758 708 669 1699 142 1557 781 648 339 776 235 309 268 104 234 298 93 59 98 101 134 108 617 570 342 292 478
cat_boundaries=0 30 32 61 64 65 66 67 69 70
cat_threshold=0 1050630 0 0 2147491840 1 0 0 1 32768 0 131076 8192 1048576 0 4096 0 0 0 0 384 0 16777216 8 0 268468224 64 0 524288 12288 0 24576 0 4 0 0 0 1 0 0 0 32768 0 0 0 1048576 0 4096 0 0 0 0 128 0 16777216 0 0 268435456 0 0 524288 0 2148540416 524288 4 448 396 0 2048 10
is_linear=0
shrinkage=0.04


Tree=792
num_leaves=31
num_cat=6
split_feature=8 7 7 2 3 8 0 0 2 15 2 3 2 2 2 2 2 6 5 4 0 2 0 2 2 2 2 0 2 0
split_gain=3.34712 2.71713 1.46403 1.36849 1.13501 1.02039 0.97321 1.18868 0.913634 0.775413 0.788684 1.40551 0.829388 1.05413 0.702469 0.981958 0.838086 0.644026 0.950043 0.788994 0.834286 0.622157 0.596771 0.57923 0.712712 0.656322 0.55644 0.545623 0.483335 0.455109
threshold=0 1 2 13.500000000000002 1991.5000000000002 3 32.500000000000007 27.250000000000004 18.500000000000004 4 14.500000000000002 2018.5000000000002 30.500000000000004 29.500000000000004 12.500000000000002 37.500000000000007 131.00000000000003 5 1.5000000000000002 390.00000000000006 36.400000000000006 5.5000000000000009 21.500000000000004 57.500000000000007 6.5000000000000009 99.000000000000014 9.5000000000000018 12.250000000000002 5.5000000000000009 39.07500000000001
decision_type=9 9 9 8 10 9 8 10 10 9 8 10 10 10 10 10 10 9 8 10 10 10 10 10 8 10 10 10 10 10
left_child=3 6 4 -1 26 14 7 -2 -5 -7 17 12 13 27 21 -16 29 28 -19 20 -20 -4 -10 24 -8 -25 -3 -12 -11 -17
right_child=1 2 5 8 -6 9 23 -9 22 10 11 -13 -14 -15 15 16 -18 18 19 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-6.2096615978290974e-06 -1.3069575333233274e-05 1.5363201359512857e-05 -3.4145922764352579e-05 7.7849634955420307e-05 -1.2877012584127102e-05 -3.7375431137078865e-05 -0.00013851438157082895 0.00015888750481074965 -7.6064522083640893e-07 4.8617569960640595e-06 2.2749900173657523e-05 -0.00023030964468965465 2.4050563323285701e-06 -5.6862702276703206e-05 1.814685650607828e-05 -1.9669999733764598e-05 -2.4054685970753554e-06 0.00087412313382557733 0.00030324919230466206 0.00012322879018185519 -4.9720058274580479e-05 -3.8044769148655177e-05 2.257807572803472e-05 -0.00068352202710315175 -3.0875066360280814e-05 -1.6832501547767721e-05 0.0010196609374005306 -1.6307112925098012e-05 2.3333835946175442e-05 -5.5373015632511622e-05
leaf_weight=128 71 32 43 58 26 107 49 25 57 135 26 33 538 58 79 25 50 41 28 27 174 51 152 29 237 57 46 388 107 45
leaf_count=128 71 32 43 58 26 107 49 25 57 135 26 33 538 58 79 25 50 41 28 27 174 51 152 29 237 57 46 388 107 45
internal_value=-0.000670544 -0.00120567 -0.000570048 0.00270936 0.00382609 -0.000824008 -0.00392484 -0.000412371 0.00440299 -0.000430365 -0.000191571 -0.000823755 -0.000553907 -0.0017759 -0.00296053 -0.0017 -0.00396694 0.00109162 -0.000284698 -0.00130435 -0.00216749 -0.00589474 0.00314286 -0.00493298 -0.00404181 -0.00781609 0.00658228 -0.00106024 0.00252964 -0.00676056
internal_weight=2922 2527 2059 395 104 1955 468 96 267 1662 1555 1043 1010 472 293 199 120 512 270 229 202 94 209 372 286 86 78 414 242 70
internal_count=2922 2527 2059 395 104 1955 468 96 267 1662 1555 1043 1010 472 293 199 120 512 270 229 202 94 209 372 286 86 78 414 242 70
cat_boundaries=0 30 48 65 95 96 97
cat_threshold=0 1048580 0 0 2147491840 1 0 0 1 32768 0 2052 8192 1048576 268435456 0 0 0 0 0 128 0 0 0 0 0 0 0 0 8192 268582914 17 537927680 4 524320 134217730 0 0 33556480 268435456 32 0 0 0 0 0 4096 128 0 0 1073741824 0 0 0 0 8192 0 32 0 0 0 0 0 32 1073741952 268435472 8 0 0 0 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 33554432 0 256 0 4194304 0 0 16384 68 0 0 4096 143654912 92
is_linear=0
shrinkage=0.04


Tree=793
num_leaves=31
num_cat=10
split_feature=8 12 9 6 15 6 0 18 5 3 3 0 1 3 0 0 9 12 6 3 0 0 4 0 0 3 1 4 0 1
split_gain=1.70775 1.61208 1.38149 2.32372 1.85271 0.982504 1.34664 0.919153 1.02174 0.877033 0.874576 0.89893 1.1716 0.920457 0.78379 0.764891 0.74716 0.696204 0.700545 0.697272 0.682881 0.673293 0.653301 0.965328 0.801233 0.545243 0.557961 0.696645 1.13183 0.532779
threshold=0 1 2 3 4 5 38.20000000000001 6 1.5000000000000002 2002.5000000000002 2014.5000000000002 37.750000000000007 5.5000000000000009 2000.5000000000002 47.250000000000007 40.675000000000004 7 8 9 2009.5000000000002 36.400000000000006 45.425000000000004 3681544000.0000005 42.960000000000008 46.250000000000007 1994.5000000000002 5.5000000000000009 8747595000.0000019 40.250000000000007 5.5000000000000009
decision_type=9 9 9 9 9 9 10 9 8 10 10 10 8 10 10 10 9 9 9 10 10 10 10 8 10 10 8 8 10 8
left_child=21 5 4 25 17 10 -7 -5 -9 -10 11 12 -2 14 16 29 -13 -3 -19 -20 -12 -1 23 -6 -25 26 27 -4 -29 -8
right_child=1 2 3 7 22 6 15 8 9 -11 20 13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-1.8883199744408329e-05 2.6881636170372758e-06 -3.6905629017773835e-05 -4.7273671891900908e-05 -0.00020497794415760495 -0.00010103845989114291 -7.9097970684927082e-05 -5.582355635240788e-06 -5.1039347430084096e-05 7.9782203719247495e-06 -3.4437571796210873e-05 -0.00018787272563287161 1.693184052918184e-05 2.9425484678675673e-05 6.441401524156731e-05 4.6028504080268819e-05 -6.8781922419560714e-05 -3.6352482793091665e-05 -3.2402416863774876e-05 -3.6468048055127157e-06 2.8033127938051904e-05 7.0939381986079298e-06 -4.2684619300636943e-05 -0.00015798386119143972 0.00054645679564575996 -2.3122204961012473e-05 -1.8752933840957554e-05 1.0715228409949872e-05 5.5073073279316987e-05 0.00096994849766467444 0.00017237760302332816
leaf_weight=245 241 100 25 27 347 54 173 92 151 52 25 109 104 35 37 41 162 126 332 68 25 26 39 32 26 37 80 81 27 26
leaf_count=245 241 100 25 27 347 54 173 92 151 52 25 109 104 35 37 41 162 126 332 68 25 26 39 32 26 37 80 81 27 26
internal_value=-0.00121521 -0.000893855 -0.00166969 -6.86106e-05 -0.00251619 0.000345158 -0.00157377 -0.00228228 -0.00168919 -9.80392e-05 0.0011215 0.00150943 0.00294798 5.81395e-05 -0.000647249 -0.00033195 -0.00139706 -0.0010675 -0.000446927 0.000389294 -0.00392157 -0.0041844 -0.00448352 -0.00408867 0.000677966 0.00275862 0.00364486 0.00522388 0.0066055 0.0007
internal_weight=2945 2674 1642 572 1070 1032 294 322 295 203 738 688 345 343 308 240 271 626 526 400 50 271 444 405 58 250 213 133 108 199
internal_count=2945 2674 1642 572 1070 1032 294 322 295 203 738 688 345 343 308 240 271 626 526 400 50 271 444 405 58 250 213 133 108 199
cat_boundaries=0 30 31 33 34 35 36 37 39 41 42
cat_threshold=2147483664 2 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 33558528 0 2147483904 0 0 8 0 32768 0 0 0 4096 17927200 131200 18560 138 75497472 396 4 0 28676 67125248 2 130
is_linear=0
shrinkage=0.04


Tree=794
num_leaves=31
num_cat=13
split_feature=7 8 10 12 4 0 11 3 0 7 8 0 4 5 4 12 4 11 6 0 0 11 3 3 0 4 12 8 3 0
split_gain=3.24522 1.71915 2.06201 1.33799 1.15093 1.1215 1.19155 0.905008 0.88049 0.862145 1.19789 0.857793 0.890872 0.735501 1.55537 0.881943 1.13321 1.17452 1.25752 0.812291 0.78971 0.750733 0.709057 0.707769 0.586336 0.571282 0.754273 0.571149 0.553775 0.62988
threshold=0 1 2 3 12415638000.000002 54.500000000000007 4 2010.5000000000002 37.750000000000007 5 6 40.250000000000007 7729560000.000001 3.5000000000000004 3550.0000000000005 7 45.000000000000007 8 9 24.500000000000004 42.710000000000008 10 2011.5000000000002 2022.5000000000002 18.500000000000004 141.00000000000003 11 12 2012.5000000000002 36.400000000000006
decision_type=9 9 9 9 8 8 9 8 10 9 9 10 8 8 8 9 10 9 9 10 10 9 8 8 10 10 9 9 8 10
left_child=3 7 5 28 -5 6 -3 -2 -9 23 -11 12 -4 14 -12 16 17 18 22 -19 25 24 -15 -8 -20 26 27 -17 -1 -30
right_child=1 2 11 4 -6 -7 9 8 -10 10 13 -13 -14 15 -16 20 -18 19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00012296356788102258 -1.0159496702044634e-05 -3.4897881257478505e-05 -0.00015166450674378496 -0.00029675159332612114 -2.5845064320151323e-06 -6.7348971232235051e-05 -1.8024031419940911e-05 9.4641096409020528e-06 1.0004489022605866e-05 -3.4414424823339118e-05 -7.5350215088789704e-05 -7.5535000969821907e-05 -2.4050562697013335e-05 4.884656547261557e-06 2.4520296176824276e-05 -1.0717053597559812e-05 -2.3456225273008615e-05 0.0033881241441375922 2.8845189231603286e-05 1.3430205054021372e-05 9.8066964491039246e-05 -8.836692302338634e-08 -0.00058294502666282003 2.0604708416094298e-05 4.7922364472654524e-05 7.9990645736707227e-05 -4.0186432103013206e-05 6.8101806706977188e-06 -2.2357682662885737e-05 -7.2814576540451988e-05
leaf_weight=28 34 125 25 45 166 28 35 51 177 123 44 55 144 32 160 116 53 27 27 111 53 201 74 176 85 42 407 145 63 132
leaf_count=28 34 125 25 45 166 28 35 51 177 123 44 55 144 32 160 116 53 27 27 111 53 201 74 176 85 42 407 145 63 132
internal_value=-0.00107203 -0.000515424 -0.000869943 -0.00422472 -0.00171171 -0.000462651 -0.000353461 0.00249084 0.00349345 -9.36524e-05 -0.000397428 -0.00442553 -0.00317647 -8.81612e-05 0.00214634 -0.000422125 0.000708535 0.00125448 0.000139535 0.0042953 -0.00131783 0.00141975 -0.0034188 0.00225225 0.00390244 -0.00168776 -0.00197309 -0.000220588 -0.00641026 -0.00744898
internal_weight=2984 2550 2288 434 211 2064 2036 262 228 1911 1700 224 169 1577 204 1373 610 557 419 138 763 313 106 211 112 710 668 261 223 195
internal_count=2984 2550 2288 434 211 2064 2036 262 228 1911 1700 224 169 1577 204 1373 610 557 419 138 763 313 106 211 112 710 668 261 223 195
cat_boundaries=0 14 43 44 46 49 66 93 94 95 96 97 98 121
cat_threshold=131072 1 8192 2623488 589856 8258 33554432 805306368 33554432 8192 40992 64 276824080 268435456 1073741824 8 0 0 2147549184 0 0 2147483648 1 0 0 0 8192 1049088 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 288 1231168 32 67125248 512 4096 0 0 68157440 8708 0 0 0 8192 0 0 0 128 0 0 0 0 4096 16 0 4 0 0 1 0 0 0 0 0 0 2112 0 0 4096 0 0 0 0 0 0 0 0 0 32768 64 16951648 32804 450 4 1130496 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 16777216
is_linear=0
shrinkage=0.04


Tree=795
num_leaves=31
num_cat=8
split_feature=11 0 12 2 12 4 2 2 4 0 2 12 0 0 12 3 0 2 11 3 12 2 2 2 2 3 3 17 4 0
split_gain=1.20212 1.41144 2.58529 1.56757 1.38903 1.4444 1.35159 1.10727 1.00827 0.955164 0.945665 0.906276 0.917804 1.14451 1.03023 1.0453 0.809346 0.693244 0.673986 1.02958 0.954975 0.920697 0.792844 0.63534 0.602754 0.602554 1.05335 0.845103 0.619081 0.618731
threshold=0 35.850000000000009 1 20.500000000000004 2 10665290000.000002 2.5000000000000004 50.500000000000007 963180000.00000012 31.500000000000004 5.5000000000000009 3 42.250000000000007 18.500000000000004 4 1992.5000000000002 12.250000000000002 1.5000000000000002 5 2019.5000000000002 6 12.500000000000002 7.5000000000000009 7.5000000000000009 224.50000000000003 2013.5000000000002 2018.5000000000002 7 1300.0000000000002 47.750000000000007
decision_type=9 10 9 10 9 10 8 8 10 10 10 9 10 10 9 10 10 10 9 8 9 10 10 10 10 8 8 9 10 10
left_child=11 2 7 10 25 6 -6 -2 18 16 17 -1 13 -13 -15 -16 -5 -4 19 21 -20 -8 -21 -22 -25 -3 -27 28 -28 -29
right_child=1 4 3 9 5 -7 8 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19 20 22 23 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=1.0711751405345637e-05 7.3964508613251218e-05 -2.0949356713124702e-05 -0.00015639411412266213 -3.9253808916726027e-05 3.6723706270969104e-05 1.2444909172444341e-05 -4.3155857917156481e-05 -1.7420687270508495e-05 -5.1284092123538018e-05 -0.00022395887307538942 -7.2481031727704705e-05 -1.0388718880207648e-05 -3.9932760039960157e-05 -6.2520475356819816e-06 0.00015020458977399898 -0.00021472982897233095 3.2848026365428496e-06 0.00049323435291640297 3.3762416938216692e-05 -1.0445848038465044e-05 -0.00092399884829994503 2.387413596771637e-05 -4.3788930431958308e-05 1.9409575297757442e-06 -2.9595319869457626e-05 0.00019955793261090094 -2.6013507565636473e-05 4.404085090421006e-05 4.7388337000597862e-06 -2.4763592928955801e-05
leaf_weight=222 64 176 51 25 40 37 43 54 37 37 81 321 26 107 100 38 99 25 109 62 67 83 225 88 26 31 122 387 93 38
leaf_count=222 64 176 51 25 40 37 43 54 37 37 81 321 26 107 100 38 99 25 109 62 67 83 225 88 26 31 122 387 93 38
internal_value=-0.000672384 -0.0011748 -0.00320366 -0.0049848 -0.000648649 -0.00181159 -0.0022023 0.00186047 -0.00259109 -0.00234568 -0.00797468 0.000630303 -0.000199005 0.000141093 0.00219512 0.0042953 -0.00064 -0.00467532 -0.00224432 -0.00325472 -0.000664452 -0.000314961 -0.00465278 -0.00239583 -0.000695652 0.00048951 0.00104167 0.000686427 -0.00132743 0.00169725
internal_weight=2914 2100 436 318 1664 817 780 118 740 161 157 814 592 566 245 138 124 76 703 413 290 126 287 181 114 847 671 640 215 425
internal_count=2914 2100 436 318 1664 817 780 118 740 161 157 814 592 566 245 138 124 76 703 413 290 126 287 181 114 847 671 640 215 425
cat_boundaries=0 2 4 5 7 8 9 11 12
cat_threshold=32800 1115168 1058880 2 83921922 16778272 34 67152128 4 1056768 34 10
is_linear=0
shrinkage=0.04


Tree=796
num_leaves=31
num_cat=13
split_feature=8 12 7 12 8 3 3 7 1 0 0 8 0 3 0 0 6 3 9 12 13 0 9 18 3 1 4 3 4 0
split_gain=1.72905 1.79398 1.52692 1.30391 1.2358 0.932843 0.891638 0.889776 0.829178 0.797349 0.811178 0.770535 0.773237 0.732733 0.839085 0.728205 0.695353 1.38369 1.26781 0.798285 0.677944 0.723403 1.04359 0.66184 0.642072 0.640824 0.674828 0.608887 0.564445 0.505973
threshold=0 1 2 3 4 2014.5000000000002 2014.5000000000002 5 5.5000000000000009 36.400000000000006 30.500000000000004 6 42.710000000000008 1976.5000000000002 33.175000000000004 36.900000000000006 7 2020.5000000000002 8 9 10 35.250000000000007 11 12 1977.5000000000002 5.5000000000000009 152.50000000000003 2018.5000000000002 8400.0000000000018 44.07500000000001
decision_type=9 9 9 9 9 10 10 9 10 8 10 9 10 10 10 10 9 8 9 9 9 8 9 9 10 10 10 8 8 10
left_child=1 5 6 7 -3 11 25 -4 13 10 -9 12 -1 14 -6 -10 17 -11 -18 27 -5 -22 24 -24 -23 26 -2 -20 -19 -14
right_child=2 4 3 20 8 -7 -8 9 15 16 -12 -13 29 -15 -16 -17 18 28 19 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00041933549195555031 -1.1179850633595835e-05 -4.3428082684471293e-06 1.1820645810658449e-05 -3.6361403995677223e-05 -1.5410285483241637e-06 -3.3716463432256207e-05 -0.00035854945731173871 -1.8801411609459251e-06 3.4428123786511834e-06 -4.1297290890653925e-05 -8.0507691252549308e-05 -1.6369283814761103e-05 -0.00023153723225476596 0.00011581079574760623 4.0222929634055047e-05 -0.00017704021270962045 2.8757942702455353e-05 0.0010750982142374 2.2363167360026637e-05 2.1868832931488668e-05 -7.4426529514042268e-05 -7.0309419656666704e-06 -2.1821148771294929e-05 4.6305536532784684e-05 -0.00068229050319814635 -9.3824021355999327e-05 -0.00065373586927140791 -3.9676891881725853e-05 -1.094001246805476e-05 2.1254235701597678e-05
leaf_weight=53 230 112 133 474 32 25 27 144 38 55 54 172 27 43 118 26 105 26 27 179 201 67 67 167 33 32 36 74 93 38
leaf_count=53 230 112 133 474 32 25 27 144 38 55 54 172 27 43 118 26 105 26 27 179 201 67 67 167 33 32 36 74 93 38
internal_value=-0.000715022 0.00103597 -0.0012528 -0.000806283 0.00289474 -0.00116564 -0.00375 0.000310766 0.00440299 -0.000234375 -0.00241206 -0.000549828 0.00186047 0.00587629 0.00450331 0.000615385 0.000535714 -0.00151351 0.00146465 0 -0.00178431 -0.000769231 0.000358209 0.00179592 -0.00288288 -0.0032107 -0.00254682 -0.00267857 0.000833333 -0.000909091
internal_weight=2908 684 2224 1899 369 315 325 890 257 757 198 290 118 193 150 64 559 174 385 280 1009 535 334 234 100 298 266 101 119 65
internal_count=2908 684 2224 1899 369 315 325 890 257 757 198 290 118 193 150 64 559 174 385 280 1009 535 334 234 100 298 266 101 119 65
cat_boundaries=0 29 30 47 49 75 84 98 99 101 103 104 106 107
cat_threshold=1073741824 2060 4 134217728 8192 1 0 2147483648 1 32768 0 4 10240 512 268435456 0 0 0 0 0 256 0 0 8 0 268451840 64 0 524288 16957698 268435456 0 1048576 2621444 0 0 33554432 536870912 2048 8192 32 256 0 0 0 0 1073741968 16860194 2 0 0 0 0 0 0 0 2147483648 0 0 0 0 2048 512 0 0 0 0 0 0 0 0 0 0 0 16384 0 128 67108864 0 0 0 131072 0 65536 0 0 0 0 0 0 0 2147483648 0 32768 0 0 2048 512 192 0 16420 82944 2 2 0 16548 4
is_linear=0
shrinkage=0.04


Tree=797
num_leaves=31
num_cat=13
split_feature=7 8 4 12 12 8 9 6 5 12 2 4 5 6 2 2 2 4 2 12 2 13 2 2 8 2 12 2 2 2
split_gain=3.24081 3.18115 1.54572 1.35991 1.29821 1.74276 1.6037 1.58361 1.05285 1.03417 1.01431 0.992759 0.967483 1.25731 0.964809 0.832147 0.750595 0.715918 0.942425 0.67473 0.9017 0.625341 0.9011 0.606618 0.603064 0.958349 0.910558 0.852865 0.546046 0.825982
threshold=0 1 62.500000000000007 2 3 4 5 6 1.5000000000000002 7 57.500000000000007 575.00000000000011 1.5000000000000002 8 6.5000000000000009 72.500000000000014 24.500000000000004 2331015000.0000005 72.500000000000014 9 64.500000000000014 10 14.500000000000002 5.5000000000000009 11 403.00000000000006 12 69.500000000000014 14.500000000000002 27.500000000000004
decision_type=9 9 8 9 9 9 9 9 8 9 10 10 8 9 10 8 10 8 10 9 10 9 8 10 9 8 9 10 10 10
left_child=9 3 -3 14 5 -4 19 24 -5 10 -1 21 -8 17 -2 16 -15 -14 -19 20 23 22 -9 -7 26 -26 -6 -28 -25 -30
right_child=1 2 4 8 7 6 12 11 -10 -11 -12 -13 13 15 -16 -17 -18 18 -20 -21 -22 -23 -24 28 25 -27 27 -29 29 -31
leaf_value=2.6080180064553814e-05 -0.00060192549544197511 4.8108286326140614e-05 -9.2571512321413258e-05 8.4855219114388095e-07 6.5185888544760928e-06 -4.5960570606595757e-06 0.00016837368227044181 1.9657214534092305e-05 6.9511589593211905e-05 -3.5739133792205279e-05 -1.7019366645456557e-05 -2.8388098590212962e-05 -0.00033072260810449453 6.0546506830405638e-08 4.4841504340098482e-06 6.6205113797010993e-05 -4.5217511568793611e-05 -9.0932473547482575e-05 1.8532145465144367e-05 -1.8728284265030481e-05 -9.2071978255603425e-06 2.8645161747675731e-06 -0.00018956110454524834 0.0005117527329290539 1.4287148952050188e-05 0.00067868547125897298 -4.0404331376890922e-05 4.6732700581308961e-05 -1.0502411969355308e-05 0.00015493049692025807
leaf_weight=85 25 34 105 51 104 30 30 68 198 316 25 46 26 198 84 107 148 233 46 112 32 195 71 41 221 41 152 34 31 29
leaf_count=85 25 34 105 51 104 30 30 68 198 316 25 46 26 198 84 107 148 233 46 112 32 195 71 41 221 41 152 34 31 29
internal_value=-0.000301473 0.000255693 -0.000335664 0.00368564 -0.000475964 -0.00135708 -0.000837989 0.000636267 0.00530769 -0.00347826 0 -0.00132992 -0.00175219 -0.00205534 -0.000166667 -0.000646552 -0.00161383 -0.00398734 -0.0035 0.00174825 0.00333333 -0.000597015 -0.00253333 0.005 0.00198934 0.00336996 0.000664452 -0.00101523 0.00647059 0.00393443
internal_weight=2918 2492 2134 358 2100 1168 1063 932 249 426 110 380 788 758 109 453 346 305 279 275 163 334 139 131 552 262 290 186 101 60
internal_count=2918 2492 2134 358 2100 1168 1063 932 249 426 110 380 788 758 109 453 346 305 279 275 163 334 139 131 552 262 290 186 101 60
cat_boundaries=0 18 47 48 50 73 75 76 77 78 79 80 103 104
cat_threshold=268566530 17 1107296256 526848 524290 0 0 541065216 33554432 0 32 256 268435584 0 0 0 1073741952 384 1073741824 12 4 0 2147483648 0 0 2147483648 0 32768 0 2052 8192 512 0 0 0 0 0 0 0 0 0 0 0 0 0 0 524288 50496 67282946 34 0 2048 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 128 0 4194304 0 12436 76 16788800 278 67241986 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 256 0 16777216 16842784
is_linear=0
shrinkage=0.04


Tree=798
num_leaves=31
num_cat=12
split_feature=7 8 7 2 2 3 4 7 12 4 12 4 2 2 14 3 1 12 3 6 2 12 2 11 1 2 2 3 2 11
split_gain=2.68794 1.78304 1.40667 1.27622 1.56165 1.2497 1.97088 1.09822 1.8071 1.01806 0.866203 1.08417 1.38127 1.05631 0.932519 1.17624 0.799598 0.795744 1.80717 1.3641 1.82098 0.768485 1.38098 0.745845 0.629741 0.599189 0.597062 0.57361 0.548318 0.721552
threshold=0 1 2 10.500000000000002 24.500000000000004 1995.5000000000002 25235975000.000004 3 4 1373290000.0000002 5 199.50000000000003 11.500000000000002 321.00000000000006 6 2006.5000000000002 5.5000000000000009 7 1995.5000000000002 8 64.500000000000014 9 52.500000000000007 10 5.5000000000000009 11.500000000000002 5.5000000000000009 2004.5000000000002 4.5000000000000009 11
decision_type=9 9 9 10 10 10 8 9 9 8 9 10 10 10 9 10 8 9 10 9 8 9 10 9 8 10 10 10 8 9
left_child=9 2 -2 -4 -5 6 -6 8 23 -1 11 28 -13 14 15 17 -8 19 -19 20 24 -11 25 -3 -12 26 -23 -10 -9 -30
right_child=1 7 3 4 5 -7 16 10 27 21 13 12 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00063324331677549139 -2.2121361437719144e-05 7.3282479409897405e-06 1.0212970832412794e-06 0.0001478191669677642 -6.9750860205743944e-05 -8.2217178224013309e-05 0.00036047811234389825 1.2501445232402375e-05 7.4492547406990187e-06 -0.00013082460988172784 9.5458864675208584e-05 -3.8410408375213481e-05 -7.9944760399186524e-06 7.8864776179585756e-05 -6.3206809637392778e-05 -3.0978862219690482e-05 3.401381111487467e-06 3.5925013855830913e-06 5.7671174927946827e-05 -1.4395073024005002e-05 -2.5544849980860819e-05 6.5329512558776065e-06 -8.8248107530581877e-05 -3.8267821844328863e-05 -1.5659881172389589e-05 0.00037021828820527959 -4.2097617195615559e-05 3.0422203236568635e-05 -3.3590669427425726e-05 -1.9346951492593691e-06
leaf_weight=38 106 132 179 78 29 25 60 55 240 101 176 25 34 51 200 176 31 265 32 155 37 27 40 118 32 69 34 34 194 196
leaf_count=38 106 132 179 78 29 25 60 55 240 101 176 25 34 51 200 176 31 265 32 155 37 27 40 118 32 69 34 34 194 196
internal_value=-0.000599327 -0.000179708 0.00192678 0.00300242 0.00508929 0.00260274 0.00429752 -0.000684235 0.000897196 -0.0040625 -0.00119585 -0.00256311 -0.00766667 -0.000563877 -0.000837989 -0.000248869 0.00717391 0.000487106 0.00201299 -0.000681265 0.00117187 -0.00330882 -0.00132597 -0.00153257 0.00267943 0.000610687 -0.00225806 0.00308772 -0.00192825 -0.00245524
internal_weight=2969 2660 508 402 223 145 120 2152 524 309 1628 504 59 1124 1073 873 91 697 297 400 245 271 170 250 208 130 61 274 445 390
internal_count=2969 2660 508 402 223 145 120 2152 524 309 1628 504 59 1124 1073 873 91 697 297 400 245 271 170 250 208 130 61 274 445 390
cat_boundaries=0 17 44 62 80 81 83 84 86 87 89 90 91
cat_threshold=268582912 1 1107296256 0 524290 64 33554432 536870912 0 16 32800 64 0 0 0 0 144 1073741824 0 0 134217728 2147491840 0 0 0 0 32768 0 4 0 512 268435456 4096 0 0 0 2048 128 0 4194304 0 0 268451840 64 0 0 0 0 0 0 0 131072 65536 32 0 0 0 268435456 0 0 0 128 2 128 67108864 0 0 134217730 0 139264 65536 8192 0 0 0 0 0 32 0 256 83913056 1245440 32 8320 50178 2 326 98336 32 32 16388
is_linear=0
shrinkage=0.04


Tree=799
num_leaves=31
num_cat=15
split_feature=7 8 12 8 12 2 2 7 2 2 2 12 9 2 2 2 12 16 12 2 9 2 3 7 6 1 2 3 2 16
split_gain=3.5667 1.32481 1.3045 0.951602 1.14583 0.919599 1.16802 0.903722 1.90525 1.02682 0.971439 0.942603 1.23675 1.21178 0.877767 1.04978 1.75829 1.14086 1.34421 1.28437 1.18783 1.13505 1.09323 0.724927 1.19977 0.804833 0.719829 0.685752 0.68039 0.631164
threshold=0 1 2 3 4 9.5000000000000018 23.500000000000004 5 3.5000000000000004 69.500000000000014 25.500000000000004 6 7 41.500000000000007 1.5000000000000002 8.5000000000000018 8 9 10 37.500000000000007 11 39.500000000000007 1999.5000000000002 12 13 5.5000000000000009 16.500000000000004 1989.5000000000002 9.5000000000000018 14
decision_type=9 9 9 9 9 8 8 9 10 10 10 9 9 8 8 10 9 1 9 10 9 10 10 9 9 10 10 10 10 1
left_child=5 2 -2 4 -3 -1 -7 8 -5 10 28 12 -9 23 -13 16 -16 20 -19 -20 21 -17 -22 -14 25 29 27 -26 -10 -25
right_child=1 3 -4 7 -6 6 -8 11 9 -11 -12 14 13 -15 15 17 -18 18 19 -21 22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-9.5142962528882437e-07 4.1461129129380936e-05 -3.9201033027822522e-05 7.8205258979835435e-07 0.0017546244803010324 2.3682753248976949e-06 -3.9644207537712359e-05 -2.3587447595900813e-05 -4.2982153632387109e-05 -3.0781783827933395e-05 9.6014724046966649e-06 -0.00013486779750877532 -8.0753674786784301e-05 1.6038524784001141e-05 -1.7405355461761473e-05 -5.6675077438228529e-06 -4.1788364642698639e-05 0.00026624428111730934 -7.1414727160146188e-06 2.7380404443135831e-05 9.156015591571531e-07 -8.8883598540689948e-06 2.4903045678570379e-06 0.00042854991876858153 -0.00017682492688681606 0.0002676784554655498 1.402775940597678e-05 -5.7839990553532065e-06 6.2716332056567126e-06 2.0616393600221274e-05 -2.9264603791645529e-06
leaf_weight=85 102 104 206 36 117 104 153 136 33 48 43 34 100 265 150 175 151 101 58 69 205 104 33 64 50 31 47 35 49 66
leaf_count=85 102 104 206 36 117 104 153 136 33 48 43 34 100 265 150 175 151 101 58 69 205 104 33 64 50 31 47 35 49 66
internal_value=-0.000419628 9.14983e-05 0.00250784 -0.000241901 -0.00267241 -0.00419263 -0.00550388 2.86533e-05 0.00245455 0.000804598 -0.00111111 -0.000254642 -0.00129193 -0.000538117 0.000513291 0.000725883 0.00271523 -8.0429e-05 0.00227074 0.00478261 -0.00111969 -0.00282759 0.000963855 0.000862944 -0.000197368 -0.00244186 0.00251748 0.00488372 0.00144578 -0.00396947
internal_weight=2954 2612 308 2304 221 342 257 2083 209 173 125 1874 794 658 1080 1046 301 745 228 127 517 279 238 393 293 161 132 85 82 130
internal_count=2954 2612 308 2304 221 342 257 2083 209 173 125 1874 794 658 1080 1046 301 745 228 127 517 279 238 393 293 161 132 85 82 130
cat_boundaries=0 15 45 47 74 75 92 94 96 98 99 101 103 112 113 114
cat_threshold=131072 268435504 537141248 526336 524288 64 33554432 541065216 33554432 48 32 64 268435584 0 67108864 0 12 0 134217728 2147483648 0 0 0 1 32768 0 2052 0 0 0 0 0 0 0 2048 0 0 4194304 0 0 0 0 0 0 4096 17891392 32 1342177280 0 4 0 65536 0 0 2147483648 0 0 0 0 64 0 0 0 0 0 0 0 128 0 0 8 0 0 64 75842 268435459 128 68157440 0 0 134217728 0 8192 0 0 8192 0 16 0 0 0 1073741824 1141824 2 0 4116 33056 32 2 67108866 32 0 2084 0 0 0 0 0 0 131072 0 65536 138 2
is_linear=0
shrinkage=0.04


Tree=800
num_leaves=31
num_cat=10
split_feature=7 8 11 5 17 8 0 6 5 3 8 0 13 3 0 0 3 0 1 8 1 7 1 0 0 0 3 3 3 3
split_gain=2.42337 1.77657 1.07158 1.00612 0.99239 1.01449 0.933032 1.12923 0.922186 0.860778 0.852625 2.12082 0.848914 0.851075 0.785894 0.996821 0.677633 0.636289 0.622046 0.632095 0.644765 0.590271 0.787864 0.607391 0.593693 0.798814 0.49119 0.490148 0.440469 0.430224
threshold=0 1 2 1.5000000000000002 3 4 35.250000000000007 5 1.5000000000000002 1.0000000180025095e-35 6 29.500000000000004 7 2019.5000000000002 40.250000000000007 38.57500000000001 1984.5000000000002 31.500000000000004 4.5000000000000009 8 5.5000000000000009 9 1.5000000000000002 32.500000000000007 39.07500000000001 40.250000000000007 2005.5000000000002 2022.5000000000002 1991.5000000000002 1998.5000000000002
decision_type=9 9 9 10 9 9 10 9 10 10 9 10 9 8 10 8 10 10 8 9 8 9 10 10 10 10 10 8 10 10
left_child=3 10 18 21 8 9 -7 26 14 17 -2 -12 13 -9 15 -4 -14 -6 -3 -20 -21 22 -1 -24 -23 -26 29 -13 -25 -8
right_child=1 2 4 -5 5 6 7 12 -10 -11 11 27 16 -15 -16 -17 -18 -19 19 20 -22 24 23 28 25 -27 -28 -29 -30 -31
leaf_value=-9.8768113497058608e-05 1.1843237968633957e-06 -0.00032092740182466885 -8.2651485948765919e-05 -4.4380506081971305e-05 0.00056976751536655715 -0.00016083284732239632 -3.3850808140769571e-05 6.5378034077525629e-05 6.8757519889288689e-05 5.7252070014826016e-05 0.00013918762981099064 2.083598023173039e-05 7.5973618507383384e-05 -2.7807794970158285e-05 -4.0479595390507939e-06 -0.0004680926678437203 -1.0322925210743961e-05 -4.5396174790113266e-06 -7.9590550530284079e-06 4.6580482597917694e-05 -1.5969535600248718e-05 -2.2643949692096045e-05 1.4734197410746219e-05 3.5235375521835979e-06 -1.1717531936170645e-05 -0.00014946953260199791 4.7472472516574274e-07 -8.1606297702307983e-06 -8.6379869881625388e-06 -0.0014790598045502179
leaf_weight=73 697 36 40 36 26 87 306 41 27 25 25 38 104 113 58 60 43 101 128 191 58 55 25 124 126 33 88 56 71 33
leaf_count=73 697 36 40 36 26 87 306 41 27 25 25 38 104 113 58 60 43 101 128 191 58 55 25 124 126 33 88 56 71 33
internal_value=-0.000902564 -0.000342809 -0.00112944 -0.0032852 -0.00175408 -0.00120654 -0.00176755 -0.00131687 -0.00438776 0.00171779 0.00116082 0.00415385 0.000576923 -0.00145455 -0.00578616 -0.00792079 0.00265823 0.00046875 0.000613208 0.00111111 0.00223077 -0.00287402 -0.00151316 -0.000361991 -0.00444444 -0.003375 -0.00260274 0.00168421 -0.00112245 -0.00335294
internal_weight=2924 2381 1565 543 1152 967 815 728 185 152 816 119 301 154 158 100 147 127 413 377 249 507 293 220 214 159 427 94 195 339
internal_count=2924 2381 1565 543 1152 967 815 728 185 152 816 119 301 154 158 100 147 127 413 377 249 507 293 220 214 159 427 94 195 339
cat_boundaries=0 17 46 49 50 71 72 99 100 121 138
cat_threshold=268582912 1 1074012160 526336 524320 134217728 0 541065216 2048 32 32 0 0 268435456 0 32 4240 0 12 0 0 2147483648 1 0 0 0 32768 0 4 10240 0 0 0 0 0 0 2048 0 0 16777216 0 0 49152 68 0 524288 32800 1536 524289 35 268435456 0 0 0 0 0 262144 0 0 0 0 2048 0 0 0 4096 0 0 0 0 384 134 0 8 0 0 2147483648 0 0 0 0 0 0 4 10240 0 0 0 0 0 0 0 0 0 16777216 0 0 32768 64 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 0 384 268435456 1 0 524288 32 134217728 0 0 2048 0 0 0 0 0 0 0 4240
is_linear=0
shrinkage=0.04


Tree=801
num_leaves=31
num_cat=16
split_feature=7 12 7 12 11 12 6 12 12 4 4 0 4 13 0 0 6 0 15 4 11 18 9 0 5 0 4 7 0 4
split_gain=2.68998 1.83104 1.01804 1.87082 1.19687 1.53878 1.23584 1.70294 1.34593 1.15935 0.99931 1.19036 0.879083 0.833652 0.99173 0.718069 0.700819 0.686302 0.630108 1.02327 0.617147 0.57433 0.544526 0.495839 0.44286 0.428428 0.384236 0.349057 0.747204 0.347731
threshold=0 1 2 3 4 5 6 7 8 4850.0000000000009 6186315000.000001 40.250000000000007 10347970000.000002 9 18.500000000000004 44.07500000000001 10 39.07500000000001 11 8.0000000000000018 12 13 14 38.57500000000001 5.5000000000000009 35.850000000000009 73462200.000000015 15 21.500000000000004 21354125000.000004
decision_type=9 9 9 9 9 9 9 9 9 10 8 8 8 9 10 10 9 10 9 10 9 9 9 10 8 10 8 9 10 8
left_child=1 12 3 17 5 27 8 10 -6 16 -8 -12 -1 14 -7 26 -10 -2 19 -9 -20 -14 23 -5 -24 -15 -3 -4 -29 -22
right_child=2 15 4 22 6 13 7 18 9 -11 11 -13 21 25 -16 -17 -18 -19 20 -21 29 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=5.545548751264562e-05 -5.3752256440020575e-05 -3.7073027907723599e-05 2.202588412814066e-07 8.1799820653571947e-06 -1.4413948559166556e-06 2.3920974236730786e-05 -6.8736042075911996e-05 1.237587942497953e-05 -5.9815803175595763e-05 -0.0001355213974160563 -5.684908569463687e-05 4.1148236851995536e-06 -0.00033039245351531579 1.1674574510429637e-05 7.4138663294647249e-05 -3.7055476072325181e-05 -2.0254141091555766e-05 -8.0106552007208618e-06 4.7935182455347557e-05 0.00035363690269520022 7.3411860949335056e-06 -6.4902145740930456e-06 1.0545377554223023e-05 0.00012457593016357293 -1.1650792310291536e-06 -2.89352973607393e-05 -1.0998625082550007e-05 -9.8397353638972625e-05 -2.3243101780963118e-05 -4.5664745700868535e-05
leaf_weight=48 47 28 109 83 239 113 48 301 131 27 161 57 26 180 53 31 189 83 155 30 40 98 37 75 82 38 174 29 106 120
leaf_count=48 47 28 109 83 239 113 48 301 131 27 161 57 26 180 53 31 189 83 155 30 40 98 37 75 82 38 174 29 106 120
internal_value=-0.000721334 -0.00370192 -0.000227987 0.00157895 -0.000580253 0.000876369 -0.00119284 -0.000260022 -0.00261307 -0.00418994 -0.00288809 -0.00182648 -0.000437158 0.00243038 0.00451977 -0.00598361 -0.00361371 -0.0022695 0.000852359 0.00204678 -0.000429448 -0.00224 0.00340278 0.00497041 0.00107692 0.00069869 -0.0053202 -0.00156863 -0.00287671 -0.00210526
internal_weight=2938 405 2533 407 2126 628 1498 912 586 347 266 218 172 384 166 233 320 130 646 331 315 124 277 158 119 218 202 244 135 160
internal_count=2938 405 2533 407 2126 628 1498 912 586 347 266 218 172 384 166 233 320 130 646 331 315 124 277 158 119 218 202 244 135 160
cat_boundaries=0 17 18 35 36 39 40 41 42 43 44 45 46 47 48 50 58
cat_threshold=268582912 1 536870912 2048 589856 0 0 268435456 2048 402653232 0 64 268435456 268435456 0 0 128 16777314 2 0 0 2629636 2 134225920 0 8192 65536 0 32 0 0 0 0 32 1073741824 1065218 16416 2147483648 524288 68191554 26 204896 68331808 12 8 67108864 4 4 0 2048 0 0 0 0 0 0 131072 131072
is_linear=0
shrinkage=0.04


Tree=802
num_leaves=31
num_cat=9
split_feature=8 12 11 2 12 9 2 3 2 4 18 3 2 2 12 2 15 2 2 2 4 9 2 1 2 2 5 2 2 2
split_gain=1.97264 1.85619 1.30718 1.41162 1.29316 0.921432 2.22482 1.04725 1.19275 0.896092 1.04555 0.882742 0.753961 0.79704 0.981661 0.723084 0.701373 0.694077 0.56843 0.979728 0.764766 0.66643 0.729865 0.526794 1.18267 0.728469 0.521556 0.496239 0.699257 0.489958
threshold=0 1 2 35.500000000000007 3 4 4.5000000000000009 2007.5000000000002 3.5000000000000004 1445190000.0000002 5 2008.5000000000002 1.5000000000000002 542.50000000000011 6 9.5000000000000018 7 56.500000000000007 73.500000000000014 147.50000000000003 313.50000000000006 8 3.5000000000000004 5.5000000000000009 6.5000000000000009 45.500000000000007 1.5000000000000002 49.500000000000007 79.500000000000014 9.5000000000000018
decision_type=9 9 9 10 9 9 8 8 8 10 9 10 8 10 9 8 9 10 10 10 8 9 8 8 8 8 8 10 10 10
left_child=1 11 -3 9 5 7 -7 -2 -9 10 -4 16 -6 14 26 -12 27 23 20 -20 -16 -22 -23 24 -10 -26 -14 29 -29 -1
right_child=4 2 3 -5 12 6 -8 8 17 -11 15 -13 13 -15 18 -17 -18 -19 19 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-4.2461397990223303e-06 1.5208788475469249e-05 2.0170775325993872e-05 -0.00013903566753793229 -3.2775398478435137e-06 -0.00050953851283168209 -0.0001947733905841531 1.8827978801709834e-05 2.0967711717858606e-05 -0.00088405177937843859 0.00020913227461569762 -3.1302024190793531e-06 2.0169316276579253e-05 -2.9101711424033282e-05 -0.00010064226932932741 -0.00016295754169192377 1.4293543141867816e-05 -2.0515639321416756e-06 -0.00034087185657625694 3.223396475569018e-05 -9.3050358261201899e-05 1.853824654173053e-05 0.0022218558747258755 -2.6916172186517429e-05 -0.00011570896732969516 -2.4126858603388256e-05 1.8894035243022245e-05 1.762569819845794e-05 6.4771782538031179e-06 -8.4614794014470371e-05 -5.4617278498838576e-05
leaf_weight=34 68 177 32 263 26 30 155 36 25 30 72 36 25 43 30 158 217 79 54 32 154 30 432 85 176 27 266 33 28 100
leaf_count=34 68 177 32 263 26 30 155 36 25 30 72 36 25 43 30 158 217 79 54 32 154 30 432 85 176 27 266 33 28 100
internal_value=-0.000832769 0.000436608 0.00166891 0.000671378 -0.0016704 -0.00303468 -0.000510204 -0.00394477 -0.00475524 0.00259386 0.0018251 -0.00156863 -0.000797824 -0.000637301 -0.000410156 0.00277056 -0.00213075 -0.0053944 -0.00118439 0.00183908 -0.00160742 -0.0012966 -0.0020296 -0.00452229 -0.00349345 -0.00245098 0.00152318 -0.00378641 -0.000967742 -0.00533333
internal_weight=2953 1180 732 555 1773 681 185 496 428 292 262 448 1092 1066 1023 230 412 392 732 86 646 616 462 313 228 203 291 195 61 134
internal_count=2953 1180 732 555 1773 681 185 496 428 292 262 448 1092 1066 1023 230 412 392 732 86 646 616 462 313 228 203 291 195 61 134
cat_boundaries=0 27 29 30 32 34 35 37 38 40
cat_threshold=0 2062 4 134217728 8192 1 0 0 1 0 0 131076 8192 1049088 0 0 0 0 33554432 2048 256 0 20971520 0 0 1073790976 4 68305154 2 4 68365312 32 1 6276 4 16777536 2 67108864 0 4228
is_linear=0
shrinkage=0.04


Tree=803
num_leaves=31
num_cat=13
split_feature=7 8 12 12 13 9 12 11 2 1 4 2 12 2 2 8 0 4 2 1 2 2 0 2 8 2 2 12 13 2
split_gain=2.26799 1.84444 1.96446 1.69482 1.22738 1.00752 1.27674 1.33574 1.37674 1.10522 1.10361 1.09357 0.855038 1.15182 0.978555 0.832711 1.42265 1.15218 0.818258 0.795223 1.78841 0.654711 1.08188 0.602855 0.587349 1.79626 1.34108 0.544186 0.924924 1.43151
threshold=0 1 2 3 4 5 6 7 3.5000000000000004 4.5000000000000009 19000.000000000004 65.500000000000014 8 26.500000000000004 141.50000000000003 9 43.675000000000004 561120000.00000012 30.500000000000004 4.5000000000000009 398.00000000000006 57.500000000000007 35.600000000000009 19.500000000000004 10 25.500000000000004 28.500000000000004 11 12 38.500000000000007
decision_type=9 9 9 9 9 9 9 9 8 10 10 10 9 8 8 9 10 10 8 10 10 8 10 8 9 10 10 9 9 8
left_child=3 2 23 -1 18 6 11 -8 -9 -7 27 21 13 -10 -15 16 17 -4 -5 -13 -21 24 -23 -2 26 -26 -3 -11 29 -29
right_child=1 5 15 4 -6 9 7 8 12 10 -12 19 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=2.1485030927976822e-05 -8.5633615354652201e-06 2.2581571975983649e-05 4.2387864948523204e-06 -6.2655727906033574e-05 1.5084380433663115e-05 -0.00010379872725724937 -8.3069365013699334e-06 0.0015133504523648967 -3.9763096099036943e-05 -2.2109340484774975e-05 -0.00029286539640960285 0.00010603764243093395 1.7417689323409035e-05 0.00016036083686273627 -0.00010835493193283696 -2.4402589828085297e-05 6.4601987275914044e-05 -0.0001249031304350723 4.0832458078199355e-06 1.1273108774574326e-05 -0.00035832817200237343 -6.14433213122112e-05 -1.036624855949242e-05 -6.4650715290497378e-05 -3.4357169807748276e-05 0.00074995481273468559 -4.1168649123051185e-05 3.5972829474246735e-05 4.0538216291139408e-05 -0.00022707943875914795
leaf_weight=107 89 96 129 59 113 58 202 32 49 271 26 28 268 40 36 158 42 37 55 103 25 25 52 161 305 76 69 102 106 30
leaf_count=107 89 96 129 59 113 58 202 32 49 271 26 28 268 40 36 158 42 37 55 103 25 25 52 161 305 76 69 102 106 30
internal_value=-0.000386441 -0.000784463 -0.00267943 0.00266667 0.000588235 -0.000189055 0.000395201 0.00172414 0.00298165 -0.00155629 -0.00100746 -0.000683544 0.00238579 -0.000441176 0.0025974 -0.000742706 0.000913242 -0.000718563 -0.00224 0.00229299 0.000930233 -0.00144231 -0.00487179 -0.00536398 -0.00095064 -0.00178571 0.00102273 -0.000588235 0.000803213 -0.0013986
internal_weight=2949 2615 616 334 227 1999 1406 627 425 593 535 779 393 125 76 366 208 166 114 156 128 623 77 250 546 381 165 509 238 132
internal_count=2949 2615 616 334 227 1999 1406 627 425 593 535 779 393 125 76 366 208 166 114 156 128 623 77 250 546 381 165 509 238 132
cat_boundaries=0 18 44 45 47 48 50 51 52 54 75 98 100 101
cat_threshold=3 0 1644167168 2097156 0 0 0 8192 0 134217760 32768 128 0 0 0 0 1073741824 256 268435472 2056 0 134217728 65536 0 0 0 0 0 0 133120 2112 512 0 4096 0 0 33558528 2048 128 0 4194304 8 0 32768 67346496 67117152 32 12 0 10292 83944514 32800 288 2 0 8 0 0 0 0 0 0 0 0 0 0 0 512 0 4096 0 0 33558528 0 128 0 0 0 0 0 1 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 68290850 32 2
is_linear=0
shrinkage=0.04


Tree=804
num_leaves=31
num_cat=8
split_feature=7 8 2 7 2 4 8 2 2 4 13 1 10 2 2 2 17 6 0 0 2 4 2 2 0 2 0 2 2 2
split_gain=2.65724 2.60763 1.44859 1.44143 1.21427 1.15518 1.14588 1.0733 1.28189 0.918028 0.872831 0.827253 0.811699 1.31314 1.5268 1.05456 0.824588 0.784378 1.71642 1.14152 1.18231 0.750996 0.652162 1.23819 0.873348 0.65083 0.64846 0.754415 0.532276 0.528655
threshold=0 1 1150.0000000000002 2 145.50000000000003 963180000.00000012 3 14.500000000000002 7.5000000000000009 1246835000.0000002 4 5.5000000000000009 5 199.50000000000003 26.500000000000004 8.5000000000000018 6 7 35.600000000000009 16.750000000000004 29.500000000000004 20046740000.000004 161.00000000000003 104.50000000000001 36.400000000000006 199.50000000000003 28.500000000000004 49.500000000000007 403.00000000000006 22.500000000000004
decision_type=9 9 8 9 10 8 9 10 8 8 9 8 9 8 10 10 9 9 10 10 10 8 10 10 10 10 10 10 8 10
left_child=2 7 4 5 9 -3 21 8 -2 -1 -9 26 13 14 15 -8 25 18 19 20 -7 -5 23 -18 -24 -14 -11 -28 -23 -12
right_child=1 3 -4 6 -6 17 12 10 -10 11 29 -13 16 -15 -16 -17 22 -19 -20 -21 -22 28 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.5167913238088887e-05 1.8664240344961059e-05 0.00076207494822327253 -6.2064686678908743e-05 -2.2882772181986867e-06 9.7215923165592253e-05 -8.8213450169405415e-06 6.4662152830408106e-07 5.9895531329345891e-06 -2.4643717674948106e-05 2.4502714495255875e-05 0.00045675101292950163 5.7831401973373891e-06 1.5734260114044218e-05 -0.00017314205837422493 5.9310040117068751e-05 -0.0001874825992594964 -9.1080825323786024e-06 -3.1978982510381116e-05 1.7027582441393463e-05 -7.0602849636287608e-05 4.7084287197307621e-05 -5.9791200545262767e-05 1.2761669208671832e-06 0.00046706153592424471 -0.00038802840112371227 0.00010268715919764304 -4.2465926367007965e-05 1.0368182625342115e-06 -1.2254311524877438e-05 2.4708199629408512e-05
leaf_weight=33 102 27 41 37 29 32 37 119 94 26 37 65 73 57 32 37 1280 137 78 51 57 55 32 36 34 30 124 34 28 90
leaf_count=33 102 27 41 37 29 32 37 119 94 26 37 65 73 57 32 37 1280 137 78 51 57 55 32 36 34 30 124 34 28 90
internal_value=-0.000651952 -0.000199769 -0.00385675 -0.000777418 -0.00301282 0.00142494 -0.00125913 0.00256071 0.000406091 -0.00381625 0.00437247 -0.00296 -0.000964436 -0.00356322 -0.0011215 -0.00426667 -0.00065508 0.000842697 0.00227074 -0.000283688 0.00244444 -0.0048855 -0.00091888 -0.000728929 -0.00477612 0.00263158 -0.00432432 -0.00528302 -0.00738095 0.00652174
internal_weight=2944 2592 352 2150 311 382 1768 442 196 282 246 249 1648 163 106 74 1485 355 218 140 89 120 1382 1316 66 103 184 158 83 127
internal_count=2944 2592 352 2150 311 382 1768 442 196 282 246 249 1648 163 106 74 1485 355 218 140 89 120 1382 1316 66 103 184 158 83 127
cat_boundaries=0 16 46 64 90 91 92 93 94
cat_threshold=268566528 268435585 0 2621952 32 2 33554432 536870912 0 0 8192 320 268435472 0 67108864 32 1342177280 4 0 0 2147483648 0 0 2147483648 0 32768 0 4 8192 1048576 268435456 0 0 0 4096 10240 256 0 0 0 0 268435456 0 0 524288 4096 2 0 67108864 0 2 64 0 268443648 65536 32 0 0 0 0 0 0 1073746048 128 0 8 0 0 0 0 0 0 0 0 0 0 64 512 0 0 0 0 0 0 2147483648 0 0 0 0 16384 2 17 37 280
is_linear=0
shrinkage=0.04


Tree=805
num_leaves=31
num_cat=15
split_feature=8 7 3 9 12 13 9 3 3 4 9 12 11 4 4 0 3 6 1 7 12 6 0 1 6 0 0 0 0 15
split_gain=3.15236 2.04857 1.27607 1.44298 1.35341 1.92962 1.38023 1.38483 1.88997 1.35477 1.12625 0.873494 1.83867 0.808858 0.750592 1.17673 0.691891 0.655088 1.01074 0.632752 0.673192 0.603991 0.697754 0.573787 0.478097 1.00686 0.764091 0.469717 0.465315 0.429923
threshold=0 1 2019.5000000000002 2 3 4 5 2009.5000000000002 2002.5000000000002 499885000.00000006 6 7 8 20782.500000000004 10347970000.000002 23.500000000000004 2011.5000000000002 9 5.5000000000000009 10 11 12 40.250000000000007 5.5000000000000009 13 36.900000000000006 44.07500000000001 35.850000000000009 16.750000000000004 14
decision_type=9 9 10 9 9 9 9 8 10 8 9 9 9 8 8 10 10 9 8 9 9 9 10 8 9 10 10 10 10 9
left_child=10 16 3 -3 6 14 13 8 -8 -7 -1 12 -12 -5 -6 -16 -2 -15 -19 20 23 -21 29 -9 -11 -26 -27 -22 -14 -23
right_child=1 2 -4 4 5 9 7 19 -10 24 11 -13 28 17 15 -17 -18 18 -20 21 27 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-1.9019239272921597e-05 -2.6378344307360635e-05 3.3007666032105475e-05 -0.00012050654923250193 -0.00020806793679462032 -0.00012231709722406947 1.6862824904819716e-05 1.029239479066746e-06 -2.9387731242636052e-05 -0.00051784279388314761 -3.3583482842942658e-05 3.567257148354486e-05 6.7805242396588023e-05 3.8116454049230698e-06 4.617328351486094e-07 -1.8335265742734919e-05 2.6079119997888256e-05 1.767687471208035e-05 -1.1142347910073625e-05 -0.00020691764552907443 -1.0113180367667951e-05 9.8514399808280476e-06 1.2682372117360785e-05 1.2712258509850471e-07 0.0001979927129990955 -3.349507554098352e-05 -0.00023419801890156577 -4.4905834731778781e-06 -7.4815858088790325e-05 -0.0001199264714350079 0.00017115767243538471
leaf_weight=129 182 141 70 48 25 58 75 83 39 114 105 225 42 108 62 117 27 84 35 108 84 168 119 25 208 102 46 50 79 126
leaf_count=129 182 141 70 48 25 58 75 83 39 114 105 225 42 108 62 117 27 84 35 108 84 168 119 25 208 102 46 50 79 126
internal_value=-0.000651646 -0.00131317 -0.000921178 -0.000740375 -0.0010343 -0.00236878 -0.000171969 0.000608108 -0.00347826 -0.00363636 0.00196277 0.00290043 0.00101266 -0.00258741 0.000930233 0.00188889 -0.005 -0.00166667 -0.00353846 0.00123037 -0.000474308 0.00199248 0.00268868 -0.00268908 -0.00441614 -0.00512262 -0.00778523 0.00137931 -0.00227273 0.00379661
internal_weight=2884 2304 2095 2025 1884 732 1152 877 114 528 580 451 226 275 204 179 209 227 119 763 242 521 413 108 470 356 148 134 121 294
internal_count=2884 2304 2095 2025 1884 732 1152 877 114 528 580 451 226 275 204 179 209 227 119 763 242 521 413 108 470 356 148 134 121 294
cat_boundaries=0 29 46 48 50 51 53 55 57 59 60 77 79 80 81 82
cat_threshold=268435456 0 0 0 8192 0 0 2147483648 0 32768 0 4 8192 1049600 268435456 4096 0 0 4096 2048 384 0 0 0 0 16384 4 0 524288 0 145 1048576 524288 524288 0 0 805306368 0 0 0 64 0 0 0 32 128 0 4 1281026 32 4 131072 20496 0 4228 1302528 32 32772 1024 280 0 0 0 0 2 0 131072 131072 0 0 0 0 0 0 0 0 4112 66560 32 6 322 67108864
is_linear=0
shrinkage=0.04


Tree=806
num_leaves=31
num_cat=9
split_feature=7 12 2 4 12 13 4 7 1 0 2 4 6 4 1 12 6 0 2 12 2 2 1 2 4 0 2 2 2 0
split_gain=2.59578 1.67842 1.32253 1.28968 1.18338 1.09131 1.68858 1.49436 1.95456 1.04529 1.03097 0.992119 1.18975 0.981174 0.92282 0.777951 1.23048 0.893885 0.858406 0.767055 1.08297 0.756535 1.05768 0.749367 0.705576 0.649148 0.627594 0.620135 0.604452 0.604283
threshold=0 1 169.50000000000003 6186315000.000001 2 3 120418.00000000001 4 4.5000000000000009 40.250000000000007 1308.0000000000002 390.00000000000006 5 313.50000000000006 5.5000000000000009 6 7 44.07500000000001 28.500000000000004 8 19.500000000000004 44.500000000000007 5.5000000000000009 89.500000000000014 101.00000000000001 30.500000000000004 61.500000000000007 29.500000000000004 19.500000000000004 39.07500000000001
decision_type=9 9 8 8 9 9 10 9 10 8 8 8 9 8 10 9 9 10 8 9 10 10 10 10 10 10 8 10 10 10
left_child=4 2 11 -4 25 6 13 -7 28 -5 24 -2 14 -3 -13 17 27 26 -18 21 -21 22 -10 -23 -6 -1 29 -17 -9 -15
right_child=1 5 3 9 10 7 -8 8 19 -11 -12 12 -14 15 -16 16 18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.8049695066508777e-05 -4.549379439055201e-05 -8.4595030170078186e-05 0.0022646146574925299 -4.6444807973244907e-05 -1.4251243828411476e-05 2.1224273796462968e-05 -0.00013552374022445689 -1.1743696907799972e-05 3.1447398761486057e-07 0.00060952733412193542 -9.9746090834784698e-05 -5.9472167020473423e-05 -2.9061745937752904e-06 -2.2199407491427793e-05 6.7395637462652757e-06 -0.00011806618791375456 7.0286914189665596e-06 0.00011634050460884282 -1.3946462654317316e-05 0.00030180404058441471 2.229225643617383e-06 6.8772398996514998e-05 -0.00020146935153249503 4.3646574582822953e-06 2.0554464699955589e-05 -0.00011460884287096463 1.1706657716779034e-05 7.474593977008226e-07 -0.00026526275273880629 3.2533378406647273e-05
leaf_weight=25 39 29 25 75 142 129 26 47 159 25 51 347 331 176 63 101 170 35 122 101 155 31 33 42 60 83 110 27 49 140
leaf_count=25 39 29 25 75 142 129 26 47 159 25 51 347 331 176 63 101 170 35 122 101 155 31 33 42 60 83 110 27 49 140
internal_value=-0.000800271 -0.00034642 -0.00172489 0.00206349 -0.00392473 0.000401654 -0.000506864 0.00153236 0.00066879 0 -0.00219697 -0.00235595 -0.00202156 -0.000219539 -0.00342043 2.26757e-05 -0.0012065 0.00114407 0.000264026 0.00164751 0.00314607 7.24638e-05 -0.00124352 0.00351351 -0.000985222 -0.00739496 0.000655738 -0.00431655 -0.00453608 -0.000252366
internal_weight=2948 2587 905 125 361 1682 936 746 617 100 253 780 741 910 410 881 420 461 292 521 256 265 192 73 202 108 426 128 96 316
internal_count=2948 2587 905 125 361 1682 936 746 617 100 253 780 741 910 410 881 420 461 292 521 256 265 192 73 202 108 426 128 96 316
cat_boundaries=0 17 19 21 22 39 40 42 43 44
cat_threshold=147456 144 0 526336 524322 2 0 268435456 0 671088640 0 128 268435600 0 67108864 0 128 18690 2 16908352 32 10 0 0 0 4 0 0 0 0 65536 32 8192 0 0 0 0 0 4096 140 16786528 32 336 16819232
is_linear=0
shrinkage=0.04


Tree=807
num_leaves=31
num_cat=11
split_feature=7 12 2 2 8 7 8 2 2 12 2 12 0 11 0 4 15 3 3 4 12 17 3 3 2 0 2 4 1 4
split_gain=3.07699 2.17427 2.33817 1.94358 1.78059 1.84376 0.973172 0.682931 0.991636 0.85848 0.759793 0.678691 1.35401 1.23378 1.53727 0.883987 0.733712 1.31753 0.618261 0.707713 0.781739 0.794874 1.48067 1.03156 0.589149 0.560254 0.603793 0.510024 0.507702 0.475161
threshold=0 1 239.00000000000003 19.500000000000004 2 3 4 84.500000000000014 73.500000000000014 5 131.00000000000003 6 20.500000000000004 7 37.250000000000007 199.50000000000003 8 2010.5000000000002 1996.5000000000002 8400.0000000000018 9 10 2001.5000000000002 2009.5000000000002 24.500000000000004 31.500000000000004 385.00000000000006 10438345000.000002 4.5000000000000009 6050.0000000000009
decision_type=9 9 10 10 9 9 9 8 10 9 8 9 8 9 10 8 9 10 8 8 9 9 10 8 10 8 10 8 10 8
left_child=1 3 6 -1 -2 -6 27 8 11 -9 -11 16 28 15 -15 -14 17 -7 -17 -20 -21 22 -22 -23 -16 -12 -27 -3 -13 -8
right_child=4 2 -4 -5 5 7 29 9 -10 10 25 12 13 14 24 18 -18 -19 19 20 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.6913100145525848e-05 2.2009007515677583e-05 -0.00019508439164589219 0.00010923691705482242 8.1845211717990206e-06 -3.7383516015871977e-05 3.8310162801948881e-05 -1.7761787179608747e-05 -3.2780395927289873e-06 1.1730559293958721e-05 -0.00066060784289696535 2.3566589750068091e-05 -2.5757845802871772e-05 -0.00029765082408921727 0.00046707563792672605 3.8966870641843347e-06 0.00028967204607500464 -2.8039449375683034e-05 -8.1281948815998815e-05 5.3907323830983957e-05 2.2859640501948773e-06 -6.2959934380941724e-05 -5.2104388172438123e-05 0.00059613488920582823 -3.539715800400245e-06 -3.0801051118416465e-05 -1.6552973396102288e-05 -0.00021977975999782018 0.0004474604591252529 -4.3494943886415175e-05 -1.3768936523206322e-06
leaf_weight=57 107 26 46 72 108 159 28 235 50 39 36 35 26 55 92 26 165 51 63 114 95 49 25 185 58 114 28 100 129 588
leaf_count=57 107 26 46 72 108 159 28 235 50 39 36 35 26 55 92 26 165 51 63 114 95 49 25 185 58 114 28 100 129 588
internal_value=-0.000384875 0.00153017 0.000700876 0.00614286 -0.00124574 -0.00152977 0.000161507 -0.00120652 -0.000769231 -0.00256071 -0.00429825 -0.000978916 -0.00153686 -0.00086185 0.00175926 -0.00178451 0.000466321 0.00199095 -0.00146953 -0.00176692 -0.00230277 -0.00317808 -0.00580153 -0.00163265 -0.000264901 -0.00335196 -0.00447552 0.00321168 -0.00484848 -0.000510367
internal_weight=2961 917 788 129 2044 1937 742 1829 1377 452 217 1327 952 788 205 583 375 210 557 531 468 354 120 234 150 178 142 126 164 616
internal_count=2961 917 788 129 2044 1937 742 1829 1377 452 217 1327 952 788 205 583 375 210 557 531 468 354 120 234 150 178 142 126 164 616
cat_boundaries=0 18 19 43 51 81 83 85 88 89 90 91
cat_threshold=3 128 67117056 2097668 0 8256 131072 8192 33619968 8192 32768 128 0 0 0 0 1073745920 256 67175424 0 0 4 0 2147483648 0 0 0 0 32768 0 2048 0 1048576 0 0 0 0 0 0 256 0 0 8 268435456 0 537133056 524288 2 134217728 0 268435456 0 4 0 0 0 0 0 0 0 0 0 4 10240 0 0 4096 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 16851042 2 17965088 34 16388 512 524288 67108864 67177472 24
is_linear=0
shrinkage=0.04


Tree=808
num_leaves=31
num_cat=12
split_feature=7 12 8 4 2 6 2 2 11 2 6 2 2 12 8 4 2 2 17 2 15 2 2 2 12 2 2 2 2 13
split_gain=2.00259 1.63728 1.37665 1.36414 1.13048 0.943493 1.33771 0.938596 0.895204 1.02776 1.26224 0.869875 1.3976 0.85214 0.845228 1.05861 0.844901 0.807412 0.723002 0.698903 0.883014 0.744789 0.681835 0.609163 0.605222 0.899763 0.75211 0.559847 0.825137 0.547888
threshold=0 1 2 2050.0000000000005 12.500000000000002 3 103.50000000000001 42.500000000000007 4 61.500000000000007 5 36.500000000000007 15.500000000000002 6 7 3890.0000000000005 2.5000000000000004 12.500000000000002 8 38.500000000000007 9 22.500000000000004 7.5000000000000009 4.5000000000000009 10 6.5000000000000009 10.500000000000002 298.50000000000006 90.500000000000014 11
decision_type=9 9 9 8 10 9 10 8 9 10 9 8 10 9 9 10 10 10 9 10 9 10 8 10 9 10 10 10 10 9
left_child=11 2 17 -4 14 6 7 16 -6 10 19 12 -1 -11 22 18 -5 -2 23 20 -10 -22 -3 -16 -20 -26 -27 28 -15 -12
right_child=1 4 3 5 8 -7 -8 -9 9 13 29 -13 -14 27 15 -17 -18 -19 24 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=1.881821243699733e-05 -1.6423975142387803e-06 -5.548914092301516e-06 -6.4022407095407627e-05 -9.3259216440344515e-06 -9.1055123252630217e-05 -2.7170089155958977e-06 0.00014817215989111789 -1.655595324976389e-05 -1.1809626835912468e-06 8.6339621906716955e-06 -2.5822701685704886e-05 4.7139012900245803e-05 -0.00015453455377649307 -1.0414189107166293e-06 0.001204827856366464 -9.4783984791959599e-05 2.3867169613396299e-05 0.00011025583267453953 -2.1014887983774601e-05 -0.00018793213591635548 -6.863208299510149e-05 -3.6953954021541335e-05 -4.6919252137413991e-05 4.3019063285498764e-06 -4.9348760672174305e-06 0.00025311909794655918 -2.9469351733339979e-05 1.0768748088985092e-05 -0.00017860248966432125 2.8152115151698355e-05
leaf_weight=75 40 51 36 29 125 390 29 104 173 218 130 93 34 37 57 56 153 83 142 121 54 69 55 83 206 54 29 38 40 104
leaf_count=75 40 51 36 29 125 390 29 104 173 218 130 93 34 37 57 56 153 83 142 121 54 69 55 83 206 54 29 38 40 104
internal_value=-0.000550017 -0.000839161 0.000594286 -7.97872e-05 -0.00151106 0.000311615 0.00190184 0.00111498 -0.00232432 -0.00184925 -0.00279141 0.00319249 0.000909091 -5.98802e-05 -0.000299728 0.000282132 0.00284153 0.00432836 0.000804196 -0.00406542 -0.00309764 -0.00552239 -0.0034188 0.00317881 -4.52489e-05 0.001 0.00452381 -0.00269841 -0.00487179 -0.000326531
internal_weight=2908 2706 864 741 1842 705 315 286 1109 984 651 202 109 333 733 627 182 123 571 417 296 123 106 140 431 289 83 115 77 234
internal_count=2908 2706 864 741 1842 705 315 286 1109 984 651 202 109 333 733 627 182 123 571 417 296 123 106 140 431 289 83 115 77 234
cat_boundaries=0 18 20 41 42 44 45 47 77 78 79 80 81
cat_threshold=2 0 67108864 8320 0 2 0 8192 33554432 16 32768 256 0 0 0 0 0 256 1115232 2 0 8 0 0 0 0 0 0 0 0 0 4 2048 0 0 0 0 0 4096 0 128 12 49152 2147484160 140 155650 32 0 2048 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 4096 40 67108864 83937280 10
is_linear=0
shrinkage=0.04


Tree=809
num_leaves=31
num_cat=11
split_feature=7 12 7 8 9 13 9 4 2 11 2 12 8 2 0 2 2 2 2 0 5 2 4 2 2 2 2 2 4 7
split_gain=3.23439 1.55478 1.85562 1.81287 1.28521 1.57995 1.23331 1.31141 1.52235 1.09571 1.43628 0.994775 0.950623 0.949825 0.917668 1.8425 0.869737 0.927575 0.780794 0.760888 0.74065 0.666607 0.640257 0.73604 1.04347 0.842753 0.732331 0.617962 0.604332 0.578813
threshold=0 1 2 3 4 5 6 152.50000000000003 10.500000000000002 7 8.5000000000000018 8 9 16.500000000000004 39.07500000000001 41.500000000000007 95.500000000000014 41.500000000000007 60.500000000000007 35.600000000000009 1.5000000000000002 9.5000000000000018 2050.0000000000005 37.500000000000007 64.500000000000014 100.50000000000001 5.5000000000000009 2.5000000000000004 4277935000.0000005 10
decision_type=9 9 9 9 9 9 9 10 10 9 10 9 9 10 8 10 10 10 8 10 8 8 8 8 8 8 10 10 10 9
left_child=6 3 9 18 5 -4 -1 8 21 10 -3 20 -13 -12 19 -16 17 -14 -2 29 -7 -8 -6 26 -25 -26 27 -24 -9 -5
right_child=1 2 4 14 22 11 7 28 -10 -11 13 12 16 -15 15 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-9.0478354759682138e-06 0.00044269237766364711 0.00018261696318617738 -5.9412162276828442e-05 -2.1804914439726987e-05 0.00039015172153533228 -8.6322696245986203e-05 -0.00081683629838714467 -0.00064401793567839152 -0.00041584024388090056 -4.7893630835460502e-07 -1.4547576247387896e-05 -2.6021401654219291e-06 8.2335764262246876e-05 9.0282628307498667e-05 3.9066073595250826e-06 8.8561921994738675e-05 2.5767957404028153e-05 -0.00024741031340546726 2.6287508573545894e-05 -4.9004608812879268e-05 -8.2587497035646616e-06 0.00048854118526705289 -8.4054262813282318e-05 7.8102475491590443e-05 -0.00035953985077632924 -9.1354021274980821e-06 -7.792199050676629e-05 9.1350733898707401e-05 -3.5045542051861391e-05 3.0293187381857932e-06
leaf_weight=171 61 37 103 117 41 39 33 27 48 196 38 127 176 90 309 98 36 35 43 41 442 28 33 46 36 77 191 34 30 142
leaf_count=171 61 37 103 117 41 39 33 27 48 196 38 127 176 90 309 98 36 35 43 41 442 28 33 46 36 77 191 34 30 142
internal_value=-0.000690362 -0.000200077 -0.000861298 0.00124088 -0.00151367 -0.000660475 -0.00431034 -0.00677966 -0.00454545 0.00166667 0.00397727 -6.92841e-05 0.00145455 0.00217054 0.000473538 0.00171569 0.00286822 0.00198113 0.00591304 -0.00119601 -0.00126016 -0.000322581 -0.00324094 -0.0037799 -0.001625 -0.00368421 -0.00509653 -0.00147059 -0.012069 -0.000384615
internal_weight=2925 2588 1777 811 1416 958 337 166 109 361 165 855 374 128 707 407 247 211 104 300 481 61 458 417 159 113 258 67 57 259
internal_count=2925 2588 1777 811 1416 958 337 166 109 361 165 855 374 128 707 407 247 211 104 300 481 61 458 417 159 113 258 67 57 259
cat_boundaries=0 17 19 31 60 62 63 65 68 69 92 100
cat_threshold=268566530 33 0 512 2 0 0 805306368 0 8192 8224 64 144 268435456 67108864 0 16 33856 34 1 128 536879104 2105344 0 0 131072 0 33554432 134217728 32768 384 0 0 0 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 256 0 4194304 0 0 0 0 0 524288 1073741825 6272 8 0 6160 4 2147483648 524288 24866 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 0 0 0 20971520 0 128 0 0 0 0 131072 131072
is_linear=0
shrinkage=0.04


Tree=810
num_leaves=31
num_cat=9
split_feature=7 8 12 12 8 2 12 3 6 6 0 3 2 2 2 2 0 2 5 3 0 2 0 2 6 3 2 2 2 3
split_gain=2.13128 1.73289 2.50254 1.25544 1.22368 1.565 1.93422 1.95443 1.8353 1.50774 1.40563 1.35689 1.2939 1.0742 0.816311 1.18088 0.758609 0.750673 0.807082 0.943313 1.19171 0.728182 0.71971 0.69916 0.770373 0.62004 0.614103 0.965901 0.554771 0.554082
threshold=0 1 2 3 4 73.500000000000014 5 2001.5000000000002 6 7 36.400000000000006 2015.5000000000002 1.5000000000000002 17.500000000000004 2.5000000000000004 21.500000000000004 36.900000000000006 41.500000000000007 1.0000000180025095e-35 1988.5000000000002 30.500000000000004 10.500000000000002 16.750000000000004 2.5000000000000004 8 2011.5000000000002 16.500000000000004 8.5000000000000018 49.500000000000007 2021.5000000000002
decision_type=9 9 9 9 9 8 9 8 9 9 10 10 10 10 10 10 10 10 10 10 10 10 10 10 9 8 10 8 10 8
left_child=3 2 -2 29 16 6 9 -8 13 17 -7 14 -10 -9 -11 -16 -3 18 19 20 21 -6 -19 -5 -25 -14 27 -4 -17 -1
right_child=1 4 26 23 5 10 7 8 12 11 -12 -13 25 -15 15 28 -18 22 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.1567501349936155e-06 -3.8032816760846801e-07 -9.855092684816214e-05 4.3403448847776361e-05 -1.681960988619835e-05 -8.9337273259815219e-06 -1.3650824839572806e-06 0.00043352543017210365 -6.7417425476179457e-06 7.627862355086279e-05 -0.001604200076605835 2.7994708461065444e-05 7.4455818298062589e-05 -0.0002463990458093335 0.0007946300619522973 8.3407938032920022e-06 -0.00026713253881212041 -1.2943492226789033e-05 -7.7349012248859595e-05 -3.4519526047738226e-05 -1.4057506617355386e-05 0.00026150286456299909 2.2931640281171894e-05 6.5421850382563206e-06 1.6848996240419467e-05 -6.8623946028623094e-06 -2.8098574465573734e-05 7.9157125986668582e-05 -4.0382068506517044e-06 1.5633847600895477e-05 -6.6494138072670245e-05
leaf_weight=40 235 59 30 37 57 173 30 69 31 33 212 47 28 32 196 95 162 33 34 50 73 101 33 100 117 500 88 37 29 169
leaf_count=40 235 59 30 37 57 173 30 69 31 33 212 47 28 32 196 95 162 33 34 50 73 101 33 100 117 500 88 37 29 169
internal_value=-0.000286592 0.000185634 0.00259352 -0.00274262 -0.000277778 6.42742e-05 -0.000529891 -0.00205421 -0.0025416 0.000833333 0.00233161 -0.000875912 -0.00340351 0.00232143 -0.00175141 -0.0011215 -0.00301724 0.00260204 0.00348101 0.0041844 0.00525862 0.00327044 -0.00119403 -0.000754717 9.17431e-05 -0.00393195 0.00638554 0.00382353 -0.00416 -0.005
internal_weight=2930 2467 390 463 2077 1856 1471 690 660 781 385 400 559 101 353 320 221 381 315 281 231 158 66 254 217 528 155 67 124 209
internal_count=2930 2467 390 463 2077 1856 1471 690 660 781 385 400 559 101 353 320 221 381 315 281 231 158 66 254 217 528 155 67 124 209
cat_boundaries=0 17 41 43 45 71 72 73 74 75
cat_threshold=1 268435584 0 2048 34 134225984 33554432 805306368 0 134217760 40992 2097216 268435456 0 0 32 16 0 2060 0 0 2147483648 1 262144 2147483648 0 0 0 0 2048 0 0 0 0 0 0 10240 0 0 4194304 8 2402 32 67108930 32 16 0 0 0 0 0 0 0 0 32768 0 33556480 64 0 0 4096 0 0 33558528 0 0 0 0 0 0 49152 85002338 66 88 140
is_linear=0
shrinkage=0.04


Tree=811
num_leaves=31
num_cat=11
split_feature=7 8 12 2 0 0 8 9 12 13 0 12 6 2 2 3 2 6 2 2 2 2 0 0 12 2 2 2 0 2
split_gain=2.88914 1.6669 1.29172 1.07525 1.0071 1.32476 0.969256 1.0191 1.72973 1.49178 1.07407 1.01482 1.71552 1.59047 1.35759 0.870215 0.840985 0.821515 0.959126 0.808695 1.39766 1.28899 0.775288 1.29378 0.755101 1.19008 0.851849 0.81967 0.728804 0.719129
threshold=0 1 2 17.500000000000004 39.07500000000001 32.500000000000007 3 4 5 6 38.20000000000001 7 8 17.500000000000004 37.500000000000007 2024.5000000000002 69.500000000000014 9 8.5000000000000018 71.500000000000014 35.500000000000007 85.500000000000014 30.500000000000004 16.750000000000004 10 27.500000000000004 10.500000000000002 65.500000000000014 22.750000000000004 51.500000000000007
decision_type=9 9 9 10 10 10 9 9 9 9 10 9 9 10 10 8 10 9 8 10 10 10 10 10 9 8 8 10 10 10
left_child=4 2 -2 -4 5 22 -3 11 -9 -10 -11 12 15 -14 -15 -8 17 18 -6 20 -13 -21 23 -1 26 28 -17 -27 -26 -28
right_child=1 6 3 -5 16 -7 7 8 9 10 -12 19 13 14 -16 24 -18 -19 -20 21 -22 -23 -24 -25 25 27 29 -29 -30 -31
leaf_value=3.1659341730225778e-05 -1.4682597051418611e-06 9.1292569669221283e-06 -0.00014629239312981214 -1.0977247415269175e-05 4.4883799121606673e-05 -0.00016885611433256286 9.3780361859003848e-05 6.0219303828041862e-05 -7.1364547064334266e-05 0.00018642584977236255 2.6305547267213571e-06 6.6886574731483962e-06 -2.054821075354596e-05 -0.00030053427231237608 -2.8292200435586778e-05 -2.5535619892487204e-05 7.4886007184460366e-06 -7.0510518190367583e-05 -1.3093970463238236e-05 0.00013851168823030946 -3.1884897342244755e-05 7.6334671696187682e-06 0.00094388686884244071 -0.0001458546983852571 2.295194328333139e-05 -0.00019696923724303874 0.00011757302505550626 -5.813085763861636e-09 -4.7926509646245566e-06 -4.1983537882117616e-06
leaf_weight=40 302 222 105 81 31 38 30 250 159 43 155 403 97 42 42 26 51 136 104 28 112 90 27 54 61 61 66 37 28 34
leaf_count=40 302 222 105 81 31 38 30 250 159 43 155 403 97 42 42 26 51 136 104 28 112 90 27 54 61 61 66 37 28 34
internal_value=-0.00041272 0.000144869 -0.00192385 -0.00446701 -0.00321138 -0.005875 0.000660991 0.000338028 0.00165049 -0.000163043 0.00210526 -0.000359589 -0.00164486 -0.0046875 -0.00894118 5.64972e-05 -0.00198142 -0.00286765 -0.000410959 0.000714286 3.87597e-05 0.00369748 -0.00377049 -0.00547368 -0.000573248 -0.00212121 0.00175182 -0.00525253 0.00111111 0.00356436
internal_weight=2955 2474 488 186 481 159 1986 1764 607 357 198 1157 524 181 84 343 322 271 135 633 515 118 121 94 313 187 126 98 89 100
internal_count=2955 2474 488 186 481 159 1986 1764 607 357 198 1157 524 181 84 343 322 271 135 633 515 118 121 94 313 187 126 98 89 100
cat_boundaries=0 17 47 48 77 79 81 82 84 85 86 87
cat_threshold=131072 268435616 1074798592 524288 589858 64 33554432 809500672 0 134217728 32800 192 0 0 0 0 1073741952 1073741824 0 0 0 0 1 262144 0 0 32768 0 2052 8256 0 0 4096 0 0 0 8192 2147483904 0 0 0 0 16384 64 0 0 12288 17926178 0 8 4 0 2147483648 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 0 2048 0 0 4194304 0 0 0 0 0 524288 0 2224 83961120 32 2 67201056 32 26 384 67616
is_linear=0
shrinkage=0.04


Tree=812
num_leaves=31
num_cat=6
split_feature=12 2 4 4 0 0 4 2 9 12 2 2 3 2 2 2 9 0 4 4 0 2 15 0 6 0 2 3 3 2
split_gain=1.18655 1.40887 1.50715 1.56503 1.44125 1.21255 0.863966 0.840285 0.755496 1.04816 0.681755 0.691264 0.653393 1.07701 0.651086 0.645284 0.634377 1.68025 1.15204 1.00103 0.96801 1.0192 1.20317 1.08078 0.951141 0.810808 0.792567 1.33143 1.9564 1.26885
threshold=0 65.500000000000014 9530980000.0000019 552615000.00000012 52.740000000000002 12.250000000000002 6050.0000000000009 9.5000000000000018 1 2 111.00000000000001 291.50000000000006 1983.0000000000002 79.500000000000014 689.50000000000011 99.000000000000014 3 40.675000000000004 3215.5000000000005 33.000000000000007 47.750000000000007 49.500000000000007 4 32.500000000000007 5 23.500000000000004 8.5000000000000018 2010.5000000000002 2001.5000000000002 6.5000000000000009
decision_type=9 10 10 10 10 10 10 8 9 9 10 10 10 10 10 10 9 8 8 10 8 10 9 10 9 10 8 10 10 10
left_child=7 2 3 4 6 -3 16 -1 9 14 -10 -12 13 -11 -7 -15 19 18 -18 20 21 22 25 -24 -20 -2 29 28 -28 -25
right_child=1 5 -4 -5 -6 8 -8 -9 10 12 11 -13 -14 15 -16 -17 17 -19 24 -21 -22 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=-6.5732913507048353e-05 -0.00014044069740464239 -2.6974398963517387e-05 0.00014531350269045618 -4.006034378740253e-05 -0.00011271907305889784 2.5082645964857875e-06 5.3609254712014834e-05 -1.0286057012720562e-05 -2.8544858814569807e-05 0.00020991694323033272 9.4704801263674205e-05 -1.0041270942267033e-05 1.9483906545403329e-06 -1.5761223979851024e-05 -0.0001409583018961058 2.4566176772466976e-05 0.0011369686549787161 -0.00023916414831894883 0.0003516575272533373 -2.2224678408804268e-05 2.5148034723656564e-05 -2.4770242925882259e-05 1.0675200322225464e-05 -5.2793014043928115e-06 -4.3368066831277473e-05 -1.263057927474165e-06 -1.5290231722033808e-05 -8.6761490644278181e-05 0.00080937627677279522 9.0236764091429229e-05
leaf_weight=91 63 27 33 89 38 77 41 385 51 36 25 31 82 26 26 121 31 55 129 114 39 111 314 156 128 115 364 60 46 37
leaf_count=91 63 27 33 89 38 77 41 385 51 36 25 31 82 26 26 121 31 55 129 114 39 111 314 156 128 115 364 60 46 37
internal_value=-0.000577838 -0.000218094 -0.000702648 -0.000849301 -0.000597177 0.00166998 -0.000432373 -0.00238193 0.00214286 0.00295515 -0.000847458 0.00210526 0.00427536 0.00576087 -0.000526316 0.00418919 -0.000567215 0.000960452 0.00221453 -0.000937063 -0.000627871 -0.000820837 -0.000467128 0.000101215 0.00131783 -0.00338624 -0.000813253 -0.00169851 -0.000875912 0.00134021
internal_weight=2941 2465 1963 1930 1841 502 1803 476 475 368 107 56 265 183 103 147 1762 343 288 1419 1305 1266 1155 977 257 178 663 470 410 193
internal_count=2941 2465 1963 1930 1841 502 1803 476 475 368 107 56 265 183 103 147 1762 343 288 1419 1305 1266 1155 977 257 178 663 470 410 193
cat_boundaries=0 1 3 4 6 7 8
cat_threshold=1181952 1 6148 83887168 257 22532 2282749952 194
is_linear=0
shrinkage=0.04


Tree=813
num_leaves=31
num_cat=16
split_feature=7 7 12 12 17 4 8 6 11 1 3 4 9 5 4 4 18 4 6 3 12 3 1 1 16 1 1 8 12 12
split_gain=2.87944 1.61843 1.39229 1.22083 1.08468 1.131 1.04711 1.0279 1.55458 0.935031 1.00611 0.898347 0.736184 0.832556 0.730813 0.683827 1.39442 0.620287 0.734952 1.01096 0.797321 0.679546 0.639523 0.615114 0.496478 0.410211 0.407681 0.386525 0.964186 0.408857
threshold=0 1 2 3 4 16000.000000000002 5 6 7 5.5000000000000009 1996.5000000000002 199.50000000000003 8 1.0000000180025095e-35 425.00000000000006 28487750000.000004 9 1553.0000000000002 10 2000.5000000000002 11 2017.5000000000002 5.5000000000000009 5.5000000000000009 12 5.5000000000000009 3.5000000000000004 13 14 15
decision_type=9 9 9 9 9 10 9 9 9 8 10 8 9 10 8 8 9 10 9 10 9 10 10 8 1 10 10 9 9 9
left_child=15 2 9 7 -5 6 24 -3 25 10 -2 -8 -4 -14 -13 -1 -17 18 21 20 -20 26 -22 -10 -6 -9 -16 28 -28 -29
right_child=1 3 12 4 5 -7 11 8 23 -11 -12 14 13 -15 17 16 -18 -19 19 -21 22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=2.0891714780795212e-05 8.1406343095125061e-06 6.7775006707648808e-05 -2.3164383905083241e-05 1.2845465646904586e-05 -3.0908925668171606e-05 -3.279495613391248e-05 -6.8522311279650702e-05 1.2851637606061673e-05 -4.0375615763821318e-06 0.00026807595015512222 -0.00022030094816003043 7.3512084511442315e-05 -0.00056267506616581643 -4.6868659243770595e-05 0.000149763811744279 -9.325140506845742e-05 7.0517576047990357e-06 3.055392832457926e-05 8.0899937056955199e-07 4.7091556629297314e-06 -0.00012193550676418142 -0.00010365817529507382 1.6781695421030919e-06 -0.00016032707002239021 -0.00015612916049221326 4.6140450758009879e-05 7.242936630724728e-06 -2.4143891970318521e-05 -2.1484025629945336e-05 9.5581382845111314e-06
leaf_weight=74 55 153 157 155 83 90 32 149 167 39 25 26 60 62 80 56 214 25 104 136 220 38 35 57 25 58 104 114 160 190
leaf_count=74 55 153 157 155 83 90 32 149 167 39 25 26 60 62 80 56 214 25 104 136 220 38 35 57 25 58 104 114 160 190
internal_value=-0.000455163 -0.000911877 -0.00322738 -0.000479204 -0.00104423 -0.00138493 -0.00110706 0.00107563 4.52489e-05 0.000461538 -0.00197531 -0.000752941 -0.00475862 -0.00721805 -0.000583942 0.00292958 0.00206642 -0.00072908 -0.000862944 -0.00201581 -0.00316667 0 -0.00428571 -0.00221277 -0.00470588 0.00247706 0.000308166 -7.02988e-05 -0.00116364 0.000888889
internal_weight=2943 2599 398 2201 1617 1462 1372 584 431 119 80 1264 279 122 1232 344 270 1206 1181 495 359 686 255 224 108 207 648 568 264 304
internal_count=2943 2599 398 2201 1617 1462 1372 584 431 119 80 1264 279 122 1232 344 270 1206 1181 495 359 686 255 224 108 207 648 568 264 304
cat_boundaries=0 18 35 36 38 39 69 70 71 73 74 75 76 77 100 101 102
cat_threshold=0 268435456 1073750016 2105348 32 2 0 536879104 0 16 8192 256 144 268435456 0 0 0 384 16386 1 571473920 2048 0 8192 33554432 268435456 33556480 0 32 128 0 0 0 32 16 16883744 17843200 34 6 0 8 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4194304 8 0 0 0 0 0 4096 324 32800 0 10400 4 90 172064 2 268435456 0 0 0 0 1 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 0 0 16777216 165920 165890
is_linear=0
shrinkage=0.04


Tree=814
num_leaves=31
num_cat=6
split_feature=7 12 2 14 7 2 12 0 0 4 4 2 2 2 0 2 12 0 3 4 2 2 2 4 4 0 3 3 2 3
split_gain=3.55273 3.42871 1.30536 1.2002 1.65407 1.28519 1.58812 1.41423 1.17993 1.13368 1.43025 1.08261 0.867492 0.866956 0.840267 0.815768 0.767344 1.08229 0.725393 0.721736 0.71396 0.995772 0.704813 1.26422 0.805688 0.843769 0.703909 0.695412 1.41332 1.1584
threshold=0 1 1.5000000000000002 2 3 53.500000000000007 4 20.500000000000004 30.500000000000004 9736.0000000000018 625.00000000000011 57.500000000000007 20.500000000000004 5.5000000000000009 38.20000000000001 199.50000000000003 5 39.07500000000001 2003.5000000000002 9330535000.0000019 321.00000000000006 147.50000000000003 99.000000000000014 25040530000.000004 79781110000.000015 42.710000000000008 1999.5000000000002 2018.5000000000002 9.5000000000000018 2013.5000000000002
decision_type=9 9 8 9 9 8 9 8 10 10 10 10 8 10 10 8 9 10 10 8 10 10 8 8 8 10 8 10 10 10
left_child=1 12 -2 5 19 6 7 -4 -6 10 27 -7 -1 -8 15 -10 17 -13 -18 -5 21 -19 23 -16 -24 -26 -15 29 -29 -9
right_child=2 -3 3 4 8 11 13 9 14 -11 -12 16 -14 26 22 -17 18 20 -20 -21 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-2.4224339822396246e-05 3.5128337007463981e-05 2.2807581332706661e-05 -7.7964855146390739e-05 -7.6515773672980466e-06 -8.0001556651723151e-05 0.00037431120355186921 -4.5102882842371626e-05 -2.1289089698726117e-05 0.0012366482962806202 -0.00027779815430427845 3.6407332671544167e-05 -1.2864557251539566e-05 3.5614533546635132e-06 -4.4834668630429064e-05 -2.86371274461672e-05 -9.2612739097148731e-05 2.4026955945259942e-05 3.7653017992411719e-06 -1.2460558726914428e-05 2.0539228327010051e-05 0.00035518198955948322 -0.00011095241363765496 -9.2796289424192942e-05 -0.0009857638478447939 0.00049378209932008591 -1.8903743894043145e-05 7.8364369192840396e-06 -2.0906430524050278e-05 -8.95828188559733e-05 0.00020480497855885461
leaf_weight=104 77 268 150 29 93 31 112 512 28 25 42 64 147 27 58 75 159 84 25 111 27 26 38 52 46 39 380 33 25 38
leaf_count=104 77 268 150 29 93 31 112 512 28 25 42 64 147 27 58 75 159 84 25 111 27 26 38 52 46 39 380 33 25 38
internal_value=-0.000594668 0.00237736 -0.00124121 -0.00141631 -0.003 -0.000880858 -0.00148699 -0.00255981 -0.00422727 -0.00180473 -0.00147465 0.00105516 -0.000992366 0.000264151 -0.00320475 -0.000192308 0.000466321 -0.00122642 0.00225641 0.000794702 0.000724638 -0.000720721 -0.00452991 -0.00684685 -0.00241935 -0.000232558 0.00112745 -0.00197044 -0.00610169 -0.0015245
internal_weight=2925 519 2406 2329 569 1760 1344 825 429 675 650 416 251 519 336 103 385 201 184 140 137 110 233 110 123 85 407 608 58 550
internal_count=2925 519 2406 2329 569 1760 1344 825 429 675 650 416 251 519 336 103 385 201 184 140 137 110 233 110 123 85 407 608 58 550
cat_boundaries=0 17 19 20 37 39 40
cat_threshold=16386 144 1073750016 2105476 0 8256 0 8192 65536 0 8192 256 16 268435456 0 0 128 18006336 32 8320 268435457 0 0 0 0 0 0 131072 0 0 0 0 0 0 0 0 4096 91202 34 230498
is_linear=0
shrinkage=0.04


Tree=815
num_leaves=31
num_cat=13
split_feature=7 12 10 14 6 2 8 2 12 2 8 3 2 2 2 13 2 8 2 2 11 5 2 2 5 2 2 2 16 6
split_gain=2.0668 1.61921 1.35944 1.52961 1.58474 1.66134 1.23624 1.22586 1.27538 1.21278 1.00875 0.986446 0.88562 0.76071 0.950287 1.10692 1.19637 1.02726 0.924869 0.752623 0.700081 0.690739 0.663648 0.642105 0.607302 0.565272 0.541528 0.626065 0.518783 0.69285
threshold=0 1 2 3 4 3.5000000000000004 5 1472.5000000000002 6 332.00000000000006 7 2018.5000000000002 147.50000000000003 6.5000000000000009 44.500000000000007 8 90.500000000000014 9 84.500000000000014 2.5000000000000004 10 2.5000000000000004 9.5000000000000018 29.500000000000004 1.5000000000000002 2.5000000000000004 14.500000000000002 31.500000000000004 11 12
decision_type=9 9 9 9 9 10 9 10 9 8 9 10 10 10 10 9 10 9 10 8 9 8 10 10 8 10 10 10 1 9
left_child=1 -1 3 6 12 -6 -2 8 9 13 24 19 -5 21 17 18 -17 23 -16 -12 -3 -8 -22 -15 -10 -4 -27 -28 29 -21
right_child=2 20 25 4 5 -7 7 -9 10 -11 11 -13 -14 14 15 16 -18 -19 -20 28 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=1.3732293950390328e-05 -8.6012924016642961e-05 4.7494964417893467e-06 5.3556750882179927e-05 -4.6477063310703674e-05 -0.0010742720745060197 -7.3455142725720178e-06 -1.546097874602026e-05 -0.00025756323301575181 -0.00019892717431972074 -0.00011929579954767178 -0.00021572912674344024 -0.00014905509591834232 0.0005946659033684654 6.3301797055714816e-06 -7.9214389735682286e-06 3.7194291643132262e-05 -3.4042058809546918e-06 -4.9693516525408654e-05 7.7576493083597601e-06 -5.1158865710831948e-06 1.32640689402308e-05 3.8458240886498631e-05 -4.6228335771516526e-05 -3.9209455492681398e-05 -1.7850041999167844e-06 -6.9681629212610115e-05 0.00028495821308464284 -5.6108546097988214e-06 1.6424458521591136e-05 3.4166486509263903e-05
leaf_weight=218 103 119 45 283 60 48 30 26 25 33 38 49 27 92 75 69 46 296 31 140 27 119 129 53 294 39 32 31 86 260
leaf_count=218 103 119 45 283 60 48 30 26 25 33 38 49 27 92 75 69 46 296 31 140 27 119 129 53 294 39 32 31 86 260
internal_value=-0.000471956 0.00186508 -0.00095043 -0.00119442 -0.00335664 -0.00739496 -0.000692964 -0.000428652 -0.000299367 -0.00140351 0.000753045 0.00174658 -0.00174455 -0.00110837 -0.00168929 0.00045045 0.00301587 -0.00276018 -0.00239316 0.00228571 -0.00020979 0.00146667 -0.00191617 0.000128205 -0.0010303 0.00265823 0.00116505 0.0034375 0.00271047 0.00209476
internal_weight=2923 493 2430 2283 418 108 1865 1762 1736 844 892 573 310 811 662 221 115 441 106 524 275 149 156 145 319 147 102 63 486 400
internal_count=2923 493 2430 2283 418 108 1865 1762 1736 844 892 573 310 811 662 221 115 441 106 524 275 149 156 145 319 147 102 63 486 400
cat_boundaries=0 17 18 19 20 21 51 53 77 78 101 102 103 104
cat_threshold=2 268435457 1141907456 524804 0 0 0 0 65536 32 32768 256 0 0 0 0 128 101472 261 8336 396 0 0 0 0 0 1 0 0 0 0 0 0 64 0 0 0 0 0 33554432 2048 0 0 4194304 0 0 1073741824 64 0 0 4096 238624 32 1073741824 4 0 0 2147483648 0 262144 0 0 0 0 0 0 0 0 0 0 0 0 0 256 0 16777216 8 2 0 8 0 0 0 0 262144 0 0 0 0 131072 0 0 0 0 0 0 0 0 256 0 16777216 4 2 14
is_linear=0
shrinkage=0.04


Tree=816
num_leaves=31
num_cat=10
split_feature=7 8 12 2 12 4 4 15 12 2 2 2 2 3 11 0 12 3 2 0 2 3 7 3 2 2 2 2 9 3
split_gain=1.84578 1.21678 1.35666 1.56603 0.93168 0.923996 0.986824 0.955883 1.69574 1.15031 2.40929 1.0093 1.00412 0.902331 0.867952 1.04595 0.847464 1.09728 1.07737 0.839552 0.994074 0.767918 1.04209 0.705058 0.704086 0.673817 0.992228 0.645647 0.626818 1.23296
threshold=0 1 2 8.5000000000000018 3 561120000.00000012 6789.5000000000009 4 5 14.500000000000002 41.500000000000007 2.5000000000000004 28.500000000000004 1998.5000000000002 6 42.250000000000007 7 2014.5000000000002 4373.0000000000009 31.500000000000004 21.500000000000004 2003.5000000000002 8 2015.5000000000002 25.500000000000004 81.500000000000014 18.500000000000004 136.50000000000003 9 2007.5000000000002
decision_type=9 9 9 8 9 10 10 9 9 8 10 10 10 10 9 10 9 10 8 8 10 10 9 8 10 10 10 8 9 8
left_child=4 2 -2 -4 27 6 7 8 9 -3 -11 -10 -13 14 -5 25 18 19 28 -18 -21 22 -6 -15 -22 26 -16 -1 -9 -30
right_child=1 5 3 13 21 -7 -8 16 11 10 -12 12 -14 23 15 -17 17 -19 -20 20 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.2440248633432988e-05 -1.8831291170826602e-05 -0.00020840539912004631 4.0723473602781724e-05 -1.0449300926467231e-05 2.6014957506568237e-05 -5.1052581169130919e-05 7.2986588738963582e-05 -9.5424216876871523e-05 0.0031873552943451956 5.3278445384918881e-05 -2.2901280075728892e-05 -1.3836150661461488e-06 2.8666702359423367e-05 -6.4899059251217746e-05 0.00042581805924587715 -6.3901633733820519e-06 -1.6480196475470165e-05 -9.5044922401399395e-05 -0.00041958054915269827 7.7627473152119827e-06 -0.00021331576874800362 1.9030189184228164e-05 -3.23579104331273e-05 8.7980117234565115e-06 -1.6593460078482282e-05 6.0267095037325195e-05 8.0120261973348768e-07 -2.1737572167168652e-06 8.035186426294416e-05 2.2013531609132999e-06
leaf_weight=140 108 34 75 104 102 55 38 104 26 43 30 63 64 33 46 35 201 78 45 283 25 32 138 25 183 42 58 74 60 562
leaf_count=140 108 34 75 104 102 55 38 104 26 43 30 63 64 33 46 35 201 78 45 283 25 32 138 25 183 42 58 74 60 562
internal_value=-0.000275198 0.000180995 0.0018622 0.00289044 -0.00249497 -0.000293963 -0.000141304 -0.000277469 0.00191882 -0.00186441 0.000810811 0.0045122 0.00328125 0.00180233 0.00272727 0.00427083 -0.000657216 -0.00158771 0.00028133 -0.00109668 -0.000203252 -0.000848057 -0.00165975 -0.00271186 -0.00229665 0.00598639 0.00419048 -0.00444444 0.000660248 0.00113744
internal_weight=2906 2420 526 418 486 1894 1839 1801 260 107 73 153 127 343 285 181 1541 770 771 692 491 272 240 58 208 146 104 214 726 622
internal_count=2906 2420 526 418 486 1894 1839 1801 260 107 73 153 127 343 285 181 1541 770 771 692 491 272 240 58 208 146 104 214 726 622
cat_boundaries=0 18 47 48 50 51 52 55 57 74 76
cat_threshold=16384 268435584 1048576 0 524322 134217728 0 541065216 33554432 8208 32 192 0 0 0 32 1073745920 256 16 2060 0 0 0 1 262144 2147483648 0 32768 0 0 2048 512 0 0 0 0 0 0 128 0 4194304 8 0 0 0 0 524288 16910400 196610 32 2281701376 16885824 32 1024 524288 83994880 32 0 0 1048576 0 34 0 0 0 0 8192 0 0 0 0 0 0 1073745920 0 16544
is_linear=0
shrinkage=0.04


Tree=817
num_leaves=31
num_cat=12
split_feature=8 7 11 0 1 4 9 17 6 4 1 6 9 0 1 11 0 6 9 11 3 0 0 0 0 0 3 0 3 3
split_gain=2.06074 1.17524 0.871925 1.25848 0.689201 0.666244 0.790181 0.966649 0.849655 0.829934 1.00155 0.711773 0.783904 0.768232 0.618071 0.821435 0.647928 0.601228 0.985663 0.792223 0.608149 0.801742 0.600181 0.549775 0.5414 0.524324 0.481019 0.740919 0.454477 0.437579
threshold=0 1 2 39.07500000000001 5.5000000000000009 2867949500.0000005 3 4 5 807475000.00000012 6.5000000000000009 6 7 42.710000000000008 5.5000000000000009 8 31.500000000000004 9 10 11 2009.5000000000002 44.07500000000001 37.750000000000007 18.500000000000004 10.500000000000002 44.07500000000001 2007.5000000000002 35.850000000000009 2024.5000000000002 2004.5000000000002
decision_type=9 9 9 10 8 10 9 9 9 10 8 9 9 10 10 9 10 9 9 9 10 10 10 10 8 10 8 10 8 10
left_child=2 14 -1 4 -4 6 7 8 -3 10 11 12 -8 -14 15 29 -17 26 19 20 21 23 -13 -19 -21 -7 -9 -28 -29 -2
right_child=1 5 3 -5 -6 25 9 17 -10 -11 -12 22 13 -15 -16 16 -18 18 -20 24 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=1.6903025747438961e-06 0.00015161905411435585 -6.7124346040259303e-06 3.779459229420468e-05 6.2542737234316806e-05 -3.0907333066920727e-06 -3.8141740677630766e-05 1.4891514306683008e-05 0.0006789118286826579 -0.00013115329704930902 0.0001779928441493084 -4.3954242375150447e-05 0.00022553346333694434 -4.0397391433160123e-05 4.3007025429631088e-05 -4.1705486690872819e-05 2.2442738329999657e-05 -3.9027556298805169e-05 -1.0025957207204783e-05 -5.7543338771210982e-05 -3.3569088949612084e-05 1.6183292662219628e-05 4.0919559380867553e-05 1.8694390072191427e-05 -4.7622015916104486e-05 5.6847195190457001e-06 -2.5496130925830586e-05 0.00034561848441263979 -0.00016621024291108455 -2.1396245317362173e-06 7.8637874852915964e-06
leaf_weight=209 84 155 49 72 31 65 107 33 153 28 107 25 174 30 42 74 63 57 175 86 38 32 150 135 474 39 60 40 120 27
leaf_count=209 84 155 49 72 31 65 107 33 153 28 107 25 174 30 42 74 63 57 175 86 38 32 150 135 474 39 60 40 120 27
internal_value=-0.000367973 -0.000766254 0.00241935 0.00466258 0.00148148 -0.00107236 -0.000926606 -0.00140217 -0.00338558 0.00028481 -3.367e-05 0.00073922 -0.000434783 -0.00186047 0.00159468 0.00240964 0.000135135 -0.000888184 -0.00132937 -0.000720288 -0.00249084 -0.00337778 0.00268817 -0.00435233 0.000140105 -0.00419048 0.000833333 0.000180995 -0.00124224 0.0047541
internal_weight=2934 2573 361 152 80 2283 2179 1558 308 621 593 486 311 204 290 248 137 1250 997 822 262 224 175 192 560 104 253 220 160 111
internal_count=2934 2573 361 152 80 2283 2179 1558 308 621 593 486 311 204 290 248 137 1250 997 822 262 224 175 192 560 104 253 220 160 111
cat_boundaries=0 29 46 49 51 52 53 54 56 59 60 62 64
cat_threshold=0 1050632 0 0 2147483648 0 0 0 0 32768 0 2052 64 0 0 0 0 0 0 0 0 524288 4194304 8 0 16384 64 0 524288 131074 0 8192 2048 0 64 0 8192 65536 0 0 320 144 268435456 0 0 128 4 2147483648 524288 257 6288 42 256 394 0 4 4 0 524288 82 0 2048 4 2147484672
is_linear=0
shrinkage=0.04


Tree=818
num_leaves=31
num_cat=12
split_feature=7 7 8 17 8 13 0 4 0 7 14 3 3 8 4 0 7 0 6 0 3 17 1 4 4 5 4 0 3 3
split_gain=1.85998 1.31163 1.08952 1.35007 1.03898 0.792956 1.67518 1.09658 0.78459 0.783522 0.737976 0.641492 0.628802 0.590984 1.09407 0.527574 0.538031 0.621684 0.506692 0.539251 0.499478 0.494987 1.09062 0.641296 0.617618 0.826005 0.474806 0.466443 0.456968 0.414944
threshold=0 1 2 3 4 5 20.500000000000004 8015305000.000001 43.175000000000004 6 7 2019.5000000000002 1988.5000000000002 8 30474295000.000004 14.500000000000002 9 29.500000000000004 10 36.900000000000006 1996.5000000000002 11 3.5000000000000004 260.00000000000006 3215.5000000000005 3.5000000000000004 215.00000000000003 18.500000000000004 1992.5000000000002 2019.5000000000002
decision_type=9 9 9 9 9 9 10 8 8 9 9 10 10 9 8 10 9 10 9 10 8 9 10 8 8 8 10 10 10 8
left_child=2 -2 -1 -4 5 6 -3 -8 10 -5 27 13 -10 14 -12 -15 17 -17 -11 -20 -18 22 -22 -23 -24 -26 29 -6 -9 -7
right_child=1 4 3 9 8 26 7 28 12 18 11 -13 -14 15 -16 16 20 -19 19 -21 21 23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.0067511376021798e-05 3.8910685213835452e-05 -7.7327078444042738e-05 -2.5239602887694446e-05 1.7232474768604788e-05 -7.5789683706162241e-06 -3.4774373938262217e-06 -4.3942524357447613e-05 3.0932495292432808e-05 7.0021001828735056e-06 -8.0143054605485991e-06 3.2390935456767522e-05 -1.5929991521943522e-05 2.1460508846260495e-05 6.9814066855258261e-05 -7.0027070435401136e-05 2.0742733839540508e-06 -0.00080893263083346766 -2.0719739058847608e-05 -0.00030539488220625798 -3.1366679431634737e-05 5.7893219571170107e-05 5.383069131141838e-05 -7.8273861647488725e-05 -9.4528001682192552e-07 4.0242538230401693e-05 -2.5668365022255558e-05 9.5518340781950431e-05 -0.00042357277667669278 -1.4698279970914996e-05 3.7195852943554543e-05
leaf_weight=111 107 45 125 100 86 26 25 101 161 138 38 61 37 35 98 48 38 65 31 86 25 38 28 917 69 82 26 25 31 157
leaf_count=111 107 45 125 100 86 26 25 101 161 138 38 61 37 35 98 48 38 65 31 86 25 38 28 917 69 82 26 25 31 157
internal_value=-4.05268e-05 0.000462185 -0.00202658 -0.00285132 0.00024637 0.00203791 0.000187793 0.0021519 -0.000161117 -0.00147541 -0.0004474 -0.000206053 0.00221106 -4.04858e-05 -0.00244898 0.000221239 9.15332e-05 -0.00241935 -0.00263158 -0.00453125 0.000347682 0.0005 0.00223256 0.00010352 0.00122222 0.00223684 0.00372727 -0.00344262 0.00360902 0.00315217
internal_weight=2960 2369 591 480 2262 411 202 157 1851 355 1653 1542 198 1481 136 1345 1310 113 255 117 1197 1159 204 955 179 151 209 111 132 183
internal_count=2960 2369 591 480 2262 411 202 157 1851 355 1653 1542 198 1481 136 1345 1310 113 255 117 1197 1159 204 955 179 151 209 111 132 183
cat_boundaries=0 18 36 56 57 86 87 93 94 120 129 130 131
cat_threshold=131073 145 1141899264 2099200 524290 134225920 0 536870912 33554432 0 32 128 0 0 0 32 4224 256 2 0 536879104 532480 0 0 4194304 0 0 0 0 0 0 0 0 0 0 128 0 12 0 134217728 0 0 0 0 0 0 0 131076 0 0 0 0 0 0 0 8192 26 0 2060 0 0 0 0 0 2147483648 0 0 0 2052 2048 1048576 0 0 0 0 0 0 128 524288 4194304 0 0 0 64 0 524288 12 1 128 1048576 2048 2 134217728 17 0 0 4 0 0 0 262144 0 0 0 0 0 0 512 0 0 0 0 0 0 0 0 0 0 0 49152 0 0 0 0 0 0 0 0 67584 136 11
is_linear=0
shrinkage=0.04


Tree=819
num_leaves=31
num_cat=9
split_feature=7 4 8 12 2 2 7 3 12 4 3 3 14 0 5 2 12 2 2 2 0 8 2 2 1 2 3 3 0 12
split_gain=2.43158 2.83196 1.66087 1.63845 1.4402 1.69723 1.0628 1.22523 1.70736 1.14306 0.965405 1.07428 1.17621 0.945155 0.878748 1.48566 0.843124 1.03877 1.69545 0.810364 0.80606 0.751695 1.25224 2.68052 1.41997 0.838046 0.703343 1.17902 0.612998 0.586077
threshold=0 1868495000.0000002 1 2 398.00000000000006 141.50000000000003 3 2017.5000000000002 4 4277935000.0000005 2014.5000000000002 1997.5000000000002 5 45.425000000000004 1.5000000000000002 25.500000000000004 6 8.5000000000000018 23.500000000000004 85.500000000000014 48.175000000000004 7 37.500000000000007 17.500000000000004 1.0000000180025095e-35 108.50000000000001 2009.5000000000002 1997.5000000000002 23.500000000000004 8
decision_type=9 8 9 9 10 10 9 8 9 8 10 8 9 8 10 10 9 10 10 8 8 9 8 10 10 10 10 10 10 9
left_child=1 -1 3 -2 5 10 9 16 21 -4 11 -3 29 14 -10 -16 26 -18 -19 28 -15 -9 23 -23 -24 -26 27 -8 -11 -13
right_child=2 4 6 -5 -6 -7 7 8 13 19 -12 12 -14 20 15 -17 17 18 -20 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.6114049597344434e-05 1.3314070214391904e-05 -0.00027775339275216027 0.0025633993513771713 -3.9333258070328729e-05 -0.00011295831483415953 3.508767432393256e-05 5.1633891476967623e-05 2.8758196572553632e-06 2.4502409551629965e-06 -4.0135009329134168e-06 -0.00027144766613346861 0.00018506336765515387 -3.4151634315513491e-05 0.00045571524158894761 0.0024356738600815222 -6.2683820889475328e-06 -0.00022232882462624559 0.00096924097419531568 2.3480262385682238e-05 -0.00010012177869100469 8.5804317016879851e-07 -2.3715960690253724e-05 -0.00011902407053838715 -0.00020016620871363244 5.6786003192570436e-05 -3.986778113290512e-05 0.0013958915273566675 -5.9334726403292848e-05 1.7494584179367222e-05 -2.0485778143353174e-06
leaf_weight=85 107 31 28 292 37 26 27 136 726 37 31 120 148 33 27 38 28 25 82 45 27 133 29 58 56 30 35 54 110 305
leaf_count=85 107 31 28 292 37 26 27 136 726 37 31 120 148 33 27 38 28 25 82 45 27 133 29 58 56 30 35 54 110 305
internal_value=-0.000298609 -0.00219144 0.000395584 -0.00190244 -0.00137339 -0.000936556 0.000923944 0.000540193 4.63679e-05 0.0034632 -0.0013522 -0.000991736 -0.000592334 0.00109049 0.000732323 0.00515152 0.00309524 0.00506849 0.00722222 0.00248705 0.00590164 -0.0019426 -0.00302839 -0.00510417 0.000172414 0.00275862 0.000314961 -0.00170732 0.00391892 0.000504587
internal_weight=2946 783 2163 399 698 661 1764 1544 1293 220 635 604 573 851 791 65 251 135 107 192 60 442 306 191 115 86 116 81 147 425
internal_count=2946 783 2163 399 698 661 1764 1544 1293 220 635 604 573 851 791 65 251 135 107 192 60 442 306 191 115 86 116 81 147 425
cat_boundaries=0 17 44 45 61 62 63 64 87 88
cat_threshold=131072 1 571473920 2621440 524322 8256 33685504 268435456 2048 134225920 32 2097152 0 268435456 67108864 0 144 268435472 8 0 0 0 1 262144 2147483648 0 0 0 0 10240 0 0 4096 0 0 33554432 10240 0 0 0 0 0 0 68 16875552 268435457 0 1140850688 10240 0 2 0 8192 33554432 0 40960 256 16 0 0 32 174368 8320 98306 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 16777216 1048674
is_linear=0
shrinkage=0.04


Tree=820
num_leaves=31
num_cat=11
split_feature=8 8 15 5 12 2 9 12 12 6 0 2 5 0 2 2 1 14 2 1 5 8 6 2 0 2 0 2 0 2
split_gain=2.16634 1.38809 1.67848 0.942364 1.13017 1.69324 0.844276 1.65063 1.32989 1.21155 1.16081 0.773448 1.36155 0.757064 1.02277 1.36411 1.22952 0.753486 1.25589 0.8047 0.744176 0.715238 0.661955 0.797489 0.694816 0.644335 0.636437 0.62689 0.592189 0.5595
threshold=0 1 2 1.5000000000000002 3 8.5000000000000018 4 5 6 7 42.960000000000008 8.5000000000000018 4.5000000000000009 37.750000000000007 38.500000000000007 30.500000000000004 5.5000000000000009 8 85.500000000000014 2.5000000000000004 1.5000000000000002 9 10 44.500000000000007 33.175000000000004 29.500000000000004 22.250000000000004 16.500000000000004 29.500000000000004 10.500000000000002
decision_type=9 9 9 8 9 10 9 9 9 9 8 8 8 10 8 10 10 9 8 10 8 9 9 8 10 10 10 8 10 8
left_child=11 3 25 -2 5 -5 8 20 17 27 22 -1 -13 14 15 16 28 26 19 -19 -8 -6 29 24 -24 -3 -4 -9 -10 -11
right_child=1 2 6 4 21 -7 7 9 13 10 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.0575966215451443e-05 -0.00012438396740890311 -4.5487931334875499e-05 -1.603472369495762e-06 -0.00023673784904584494 -3.3160322404768293e-06 3.833729020563226e-05 0.0018064588702694805 7.7076802494957529e-06 1.9011244128570581e-05 0.00013813576890051138 0.00014473607129311005 -1.2845052486945008e-05 1.8098452950958687e-05 1.1332122188072447e-05 -1.0314227404535359e-05 0.0031091260261062459 -9.903769685223551e-05 -0.00018344133410582941 0.00032259422731900856 2.4288121969817668e-06 -2.6633736823811204e-05 -3.1507552158203113e-05 -5.4432186136921245e-06 0.00021645192636590593 0.00017046209455124029 -1.4505220121918684e-06 -3.7130423535671756e-05 -0.00034990166595452623 -6.9296123413558068e-05 -7.2687527298853643e-06
leaf_weight=63 52 82 162 28 105 89 25 58 94 37 46 80 140 412 224 28 42 26 40 45 127 148 55 69 113 39 305 50 28 119
leaf_count=63 52 82 162 28 105 89 25 58 94 37 46 80 140 412 224 28 42 26 40 45 127 148 55 69 113 39 305 50 28 119
internal_value=-6.13915e-05 -0.000421211 -1.78811e-05 -0.00249423 -0.00183288 0.00140625 0.000255198 0.00138028 -0.000310515 0.00240143 0.00333333 0.00319728 0.00217195 0.000715137 -0.000479616 0.00165803 0.000242424 -0.0017657 0.00114754 -0.00194444 -0.00220859 -0.00325758 0.00269036 0.00395161 0.00260355 -0.00439394 -0.00246862 -0.00134454 0.00227642 0.000479042
internal_weight=2931 2648 2226 422 370 117 2105 699 1406 547 439 283 220 828 416 192 164 578 111 71 152 253 393 237 168 121 467 108 122 156
internal_count=2931 2648 2226 422 370 117 2105 699 1406 547 439 283 220 828 416 192 164 578 111 71 152 253 393 237 168 121 467 108 122 156
cat_boundaries=0 29 59 60 62 64 65 66 67 68 98 99
cat_threshold=0 1048584 4 0 8192 0 262144 0 0 32768 0 0 0 1048576 268435456 0 0 0 0 0 0 0 0 8 0 1073741824 0 0 524288 1342177296 2 0 0 65536 1 0 2147483648 0 0 0 133124 0 0 0 0 0 0 0 8192 2147483904 0 0 0 0 0 64 0 0 4096 142606336 16787776 32 1073873152 10384 68226048 182624 68 139265 0 0 0 0 0 0 0 2147483648 0 0 0 133124 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 384
is_linear=0
shrinkage=0.04


Tree=821
num_leaves=31
num_cat=10
split_feature=7 8 3 8 3 7 14 17 2 3 5 2 2 2 3 6 2 1 2 2 3 5 2 2 2 11 16 1 2 11
split_gain=2.47465 2.00194 1.39189 1.34771 1.17514 0.964302 0.986958 0.934931 0.931574 0.843524 0.820744 0.752229 0.709726 0.844782 0.705043 0.63729 0.546579 0.537702 0.526839 0.50613 0.493643 0.567951 0.623656 0.475847 0.652825 1.12619 0.736126 0.613723 0.528855 0.497655
threshold=0 1 2016.5000000000002 2 1995.5000000000002 3 4 5 155.00000000000003 1992.5000000000002 10.500000000000002 24.500000000000004 31.500000000000004 298.50000000000006 1997.5000000000002 6 5.5000000000000009 5.5000000000000009 18.500000000000004 34.500000000000007 1999.5000000000002 1.0000000180025095e-35 25.500000000000004 17.500000000000004 3.5000000000000004 7 8 5.5000000000000009 11.500000000000002 9
decision_type=9 9 10 9 10 9 9 9 8 10 8 10 8 10 10 9 8 10 10 10 10 10 8 10 8 9 1 10 8 9
left_child=2 -2 4 9 7 20 10 -1 -8 -3 11 -7 17 -14 23 -16 -17 -9 -18 -11 21 22 -5 24 26 27 -12 -26 -27 -25
right_child=1 3 -4 5 -6 6 8 12 -10 19 14 -13 13 -15 15 16 18 -19 -20 -21 -22 -23 -24 29 25 28 -28 -29 -30 -31
leaf_value=-2.789699329618145e-05 -3.0556642006374092e-05 2.7023820720266655e-05 0.00013697109971442246 -0.00019072866776397745 -0.0002127915278490633 2.589450592438425e-06 -4.1693399741404849e-05 -1.8022558899488673e-06 1.2832521145824671e-05 -5.1948004912283353e-05 0.00088619540739657058 -3.052410069582123e-05 -1.6512689612788735e-05 0.00026705318540244606 1.1683352185833939e-05 -0.00011397889657828842 9.7867779409810404e-06 1.7848778194533565e-05 -1.9058151542949985e-05 2.5709975892738158e-05 3.5503857804997101e-05 4.048950251448247e-05 6.6649973936705467e-06 1.8930584311860343e-06 -2.7936827818031417e-05 0.00035186933058383829 -3.6242075024617294e-06 -0.0013378914210866099 1.5700234484938847e-06 7.1891977218747633e-05
leaf_weight=124 242 186 34 26 57 149 164 208 103 38 54 96 304 34 124 33 72 48 87 43 37 28 30 108 102 60 28 25 62 268
leaf_count=124 242 186 34 26 57 149 164 208 103 38 54 96 304 34 124 33 72 48 87 43 37 28 30 108 102 60 28 25 62 268
internal_value=-0.000201681 0.000505515 -0.00207317 0.000941055 -0.00244845 0.000503899 0.000219922 -0.00200278 -0.00194245 0.00352518 0.000688038 -0.00138211 -0.0012562 -0.00247788 0.00119141 -0.000378549 -0.0017734 0.000311284 -0.000875 0.000243902 0.00378788 0.00235294 0 0.00189266 0.000783133 -0.00024 0.00385542 -0.00275362 0.00240602 0.00286472
internal_weight=2974 2165 809 1923 775 1656 1535 718 267 267 1268 245 594 338 1023 316 192 256 159 81 121 84 56 707 331 249 82 127 122 376
internal_count=2974 2165 809 1923 775 1656 1535 718 267 267 1268 245 594 338 1023 316 192 256 159 81 121 84 56 707 331 249 82 127 122 376
cat_boundaries=0 18 45 72 89 90 91 92 93 94 95
cat_threshold=268566528 1 33554432 524800 2 0 0 4325376 33619968 8224 8224 0 268435472 0 0 0 4112 256 268435456 2050 4 0 65536 0 0 0 0 0 0 0 2048 0 0 4096 0 0 33554432 0 128 0 0 0 0 0 64 0 12 0 0 0 0 0 2147483648 1 32768 0 0 8192 0 0 0 0 0 4096 2048 0 0 4194304 0 0 1073741824 4 2 128 536870912 8192 0 0 0 8192 0 0 0 0 0 268435456 0 0 1073741824 8321 14 392 4 2 16416
is_linear=0
shrinkage=0.04


Tree=822
num_leaves=31
num_cat=19
split_feature=8 7 7 3 12 10 7 9 17 12 15 1 7 12 13 12 3 3 1 1 3 5 3 8 9 3 1 9 12 16
split_gain=2.34606 1.72459 1.39846 0.99538 0.796506 0.927816 1.19058 1.01434 0.940471 1.14954 0.901553 0.83073 0.761669 0.774017 0.651376 0.578131 0.493838 0.673821 0.753766 0.471236 0.462983 0.46224 0.512338 0.432144 0.428533 0.412742 0.373932 0.325751 0.875602 0.315729
threshold=0 1 2 2016.5000000000002 3 4 5 6 7 8 9 5.5000000000000009 10 11 12 13 2016.5000000000002 2004.5000000000002 5.5000000000000009 4.5000000000000009 2007.5000000000002 1.0000000180025095e-35 2009.5000000000002 14 15 1984.5000000000002 5.5000000000000009 16 17 18
decision_type=9 9 9 10 9 9 9 9 9 9 9 8 9 9 9 9 10 10 8 10 8 10 10 9 9 10 10 9 9 1
left_child=15 3 -3 27 10 -6 11 14 -9 20 -4 -7 -12 19 -8 26 17 18 25 -14 -10 22 -21 -17 -15 29 -1 28 -2 -11
right_child=1 2 4 -5 5 6 7 8 9 16 12 -13 13 24 -16 23 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.1237982029020943e-06 -1.3563665956439764e-06 1.0604760051755591e-05 1.7986200406454602e-05 6.0908646603579091e-05 -5.6399003796840934e-05 -1.7909604690657943e-06 -4.343533244650644e-05 -5.9228539949529589e-06 1.8635689281794043e-05 0.00031719011580889857 -3.0923153761150956e-05 -0.00027848836144642067 -6.8204613582452113e-05 -1.910893518079604e-05 2.3600030170385366e-05 -6.058975878730166e-05 7.8514418137842761e-06 0.00045829837054004233 0.00040781096839786812 5.2333310994434613e-05 -6.0444965313877216e-07 -0.00010697584111483139 -1.5428527474128373e-05 -1.7441224523082612e-05 -8.0665155742565279e-06 -6.5984866757773379e-06 -2.0763320930328178e-05 -4.5063000584022462e-06 -2.9994282008303229e-05 8.047127055874625e-06
leaf_weight=100 107 112 116 27 149 160 105 118 25 101 113 47 42 151 196 111 39 38 88 122 139 34 25 120 122 26 25 148 173 68
leaf_count=100 107 112 116 27 149 160 105 118 25 101 113 47 42 151 196 111 39 38 88 122 139 34 25 120 122 26 25 148 173 68
internal_value=-0.000495251 -6.91776e-05 0.000409874 -0.00227468 0.000157248 0.000748092 0.00113695 0.00174004 0.002634 0.00336449 -0.000896739 -0.00155963 -0.00151613 -0.000788955 -0.000192308 -0.00348774 0.00463612 0.0052795 0.00457746 0.000940171 0.000457143 0.00186813 0.00283784 -0.00471074 -0.0021831 0.00316327 -0.00102941 -0.0027972 -0.00357388 0.00388235
internal_weight=2947 2591 2136 455 2024 1299 1150 943 642 524 725 207 609 496 301 356 360 321 283 223 164 181 147 231 273 195 125 428 280 169
internal_count=2947 2591 2136 455 2024 1299 1150 943 642 524 725 207 609 496 301 356 360 321 283 223 164 181 147 231 273 195 125 428 280 169
cat_boundaries=0 30 48 65 67 68 75 77 78 79 80 89 91 92 93 123 125 127 129 130
cat_threshold=1342177296 2050 0 0 0 0 0 0 0 0 0 133120 64 0 0 0 0 0 33558528 10240 2147483648 0 4194304 0 0 32768 0 0 0 12288 2 128 1048576 0 0 64 0 272629760 33619968 32 32768 64 0 0 67108864 32 4112 256 0 0 1610612736 2097152 524288 0 0 0 0 16 0 256 0 0 0 0 1073741824 16993344 2 17 131072 0 67108864 0 34 0 131072 1 20640 9 1057024 2149580800 0 0 0 4 0 0 0 131072 2048 3136 2 4 1133632 268435456 2048 0 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 4096 0 0 0 4194304 0 0 0 0 0 0 4096 0 2052 0 2084 16812096 32 2
is_linear=0
shrinkage=0.04


Tree=823
num_leaves=31
num_cat=14
split_feature=8 7 8 9 6 2 11 2 12 9 2 2 2 2 2 6 0 0 2 2 0 6 2 6 11 2 2 2 17 12
split_gain=2.54354 1.6792 1.53384 1.27978 2.5118 1.37988 1.17946 1.45149 1.07748 1.06174 1.81097 1.06054 0.97406 1.30294 0.874083 0.869689 0.852375 0.788129 0.765127 0.637608 1.39057 1.39495 0.851673 0.900868 0.960372 1.38208 0.901013 0.682635 0.594898 0.58202
threshold=0 1 2 3 4 17.500000000000004 5 17.500000000000004 6 7 4.5000000000000009 69.500000000000014 69.500000000000014 4.5000000000000009 54.500000000000007 8 35.600000000000009 35.600000000000009 12.500000000000002 14.500000000000002 29.500000000000004 9 15.500000000000002 10 11 66.500000000000014 31.500000000000004 2.5000000000000004 12 13
decision_type=9 9 9 9 9 10 9 8 9 9 10 10 10 8 10 9 10 10 8 10 10 9 10 9 9 10 10 10 9 9
left_child=-1 3 -3 4 -2 18 7 -4 12 10 -10 -6 13 -8 -12 28 -13 -14 -5 20 27 -22 -21 24 26 -26 -24 -17 -11 -15
right_child=1 2 6 5 11 -7 8 -9 9 15 14 16 17 29 -16 19 -18 -19 -20 22 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.1747623891209573e-05 -0.00039356470096720388 2.3633748584472871e-05 -5.0560292891219664e-05 5.0073509364381152e-05 -1.0291928299857035e-05 -5.1396275085124898e-06 -9.3928413316746171e-05 -1.6079368569563714e-05 -8.7204869488033412e-05 1.3180045528642382e-05 -1.9122130093833788e-05 -3.6510750767604349e-07 -7.6469872296840434e-05 1.494279992826364e-05 3.3461559950929141e-05 2.4109204840314648e-05 0.000348436426731773 -9.284281903667591e-06 0.0019596103978076229 -0.00017489974864808743 -3.9746008263463754e-05 1.7310976369806496e-05 2.1909286947803253e-05 0.0001512590230142763 -3.2739909386165776e-05 9.0430199542623767e-06 -3.0787428326561894e-06 7.3018361180636761e-05 3.9866714916172439e-05 -4.2435364998425482e-05
leaf_weight=110 113 225 58 52 126 101 41 156 49 118 171 35 31 113 32 57 26 28 28 37 131 212 97 122 155 70 198 44 105 109
leaf_count=110 113 225 58 52 126 101 41 156 49 118 171 35 31 113 32 57 26 28 28 37 131 212 97 122 155 70 198 44 105 109
internal_value=-0.000271095 -2.80603e-05 0.000413502 -0.00215447 -0.0037299 0.000520833 7.45921e-05 -0.00266667 0.000393578 0.000820385 -0.00152091 -0.000707071 -0.00168168 -0.000681818 9.80392e-05 0.0012675 0.00354839 -0.00633333 0.00444444 0.000793651 0.00197753 0.000755814 2.94118e-05 0.00037325 -0.000376648 -0.00228814 0.00111111 0.00607843 0.00350427 0.000538117
internal_weight=2950 2840 2359 481 300 181 2134 214 1920 1598 252 187 322 263 203 1346 61 59 80 1123 444 343 679 642 520 225 295 101 223 222
internal_count=2950 2840 2359 481 300 181 2134 214 1920 1598 252 187 322 263 203 1346 61 59 80 1123 444 343 679 642 520 225 295 101 223 222
cat_boundaries=0 30 48 77 79 80 83 85 87 88 89 90 92 93 94
cat_threshold=2147483648 2 4 0 0 0 0 0 0 0 0 131072 0 0 0 0 0 0 33554432 0 0 0 0 0 0 32768 64 0 0 8192 268451840 160 33816576 2052 32 134217792 33554432 268435456 0 134225968 32768 0 16 0 0 32 144 384 0 4 0 134217728 2147483648 1 0 0 1 32768 0 2048 0 512 0 0 0 0 0 0 0 0 0 0 0 268435456 0 0 524288 0 26752 194 67141632 2148532224 524288 67242016 2 0 4144 320 10 140 32 1024 10 131104
is_linear=0
shrinkage=0.04


Tree=824
num_leaves=31
num_cat=10
split_feature=7 7 8 0 12 12 12 12 0 0 2 2 3 2 0 2 17 4 2 3 0 2 7 4 2 3 7 2 4 2
split_gain=2.42266 1.59936 1.49823 2.06455 1.4933 1.42 1.34408 1.33965 1.31092 1.74989 0.926296 0.809864 0.795124 0.764466 0.821376 0.739891 0.977595 1.17172 0.723977 0.994116 1.30405 0.745106 0.720586 0.717767 0.853075 0.84155 0.653271 0.643066 0.69461 0.723221
threshold=0 1 2 42.960000000000008 3 4 5 6 43.675000000000004 40.250000000000007 1.5000000000000002 11.500000000000002 1988.5000000000002 24.500000000000004 37.750000000000007 151.50000000000003 7 6050.0000000000009 25.500000000000004 2013.5000000000002 35.600000000000009 10.500000000000002 8 208770000.00000003 23.500000000000004 2003.5000000000002 9 29.500000000000004 9530980000.0000019 15.500000000000002
decision_type=9 9 9 10 9 9 9 9 10 10 8 10 10 10 10 10 9 8 10 8 8 10 9 8 10 8 9 8 8 10
left_child=5 7 3 4 -3 11 8 12 9 15 -8 -1 -2 -6 -15 16 17 -4 19 -18 21 -21 -7 24 -12 -25 -27 28 -24 -30
right_child=1 2 6 -5 13 22 10 -9 -10 -11 23 -13 -14 14 -16 -17 18 -19 -20 20 -22 -23 27 25 -26 26 -28 -29 29 -31
leaf_value=-6.6661650932289262e-05 2.6757864504283191e-05 -1.4320998759629334e-05 -0.00036267841476661289 -2.5963144429255182e-05 8.7446267286068742e-05 6.9255901326670253e-06 7.2959846580609167e-05 4.2579515543650359e-05 4.1855398999821604e-05 -0.00028545149290927442 7.4654381342575959e-05 -0.00010664751529702698 -0.00044639395306617758 0.0001192046723650364 -7.5864300585948283e-06 -1.6899091480269136e-05 -8.55984814344879e-05 -1.4710166018474524e-05 9.4698502714152252e-06 -3.8060123843663973e-05 6.9507547160334589e-05 1.0955956131866173e-05 -6.8640233263046472e-05 3.2514914481680533e-05 -2.2146224816665949e-05 1.323593369129128e-06 -4.037051197411046e-05 -1.1600221078467144e-06 -2.2132683371722804e-06 -9.8321308703965828e-05
leaf_weight=48 78 113 30 34 109 121 30 116 96 43 44 59 26 48 48 42 37 139 256 86 182 55 40 53 27 138 586 140 99 36
leaf_count=48 78 113 30 34 109 121 30 116 96 43 44 59 26 48 48 42 37 139 256 86 182 55 40 53 27 138 586 140 99 36
internal_value=-0.00025 0.000296663 -3.62483e-05 0.00231405 0.00338558 -0.00263538 -0.000495957 0.0034632 0.000532242 4.59242e-05 -0.0016198 -0.00661017 0 0.00527778 0.0028866 0.000458937 0.000737913 -0.00188889 0.0014673 0.00033241 0.00104938 -0.00183099 -0.00152125 -0.00188457 0.00194444 -0.0022365 -0.0025931 -0.00251534 -0.00420455 -0.00279412
internal_weight=2959 2416 2196 352 318 543 1844 220 966 870 878 107 104 205 96 827 785 169 616 360 323 141 436 848 71 777 724 315 175 135
internal_count=2959 2416 2196 352 318 543 1844 220 966 870 878 107 104 205 96 827 785 169 616 360 323 141 436 848 71 777 724 315 175 135
cat_boundaries=0 17 34 63 64 65 66 67 68 85 94
cat_threshold=268435458 33 101711872 512 524288 64 33554432 809500672 33554432 671088672 32800 64 268435456 268435456 0 0 4112 131073 0 1610620928 8192 2 0 0 8192 0 8192 0 256 0 0 0 0 1073741952 268435472 12 4 0 0 0 0 0 0 0 0 2052 8192 0 0 0 0 0 4096 2048 0 0 4194304 0 0 0 64 0 524288 147746 1188896 18039842 32834 26 0 1 67108864 0 0 0 0 805306368 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 131072 0 2048
is_linear=0
shrinkage=0.04


Tree=825
num_leaves=31
num_cat=3
split_feature=11 3 0 0 0 2 2 10 2 4 2 4 2 3 0 1 2 2 3 5 5 3 3 2 2 2 11 5 0 4
split_gain=1.22499 1.08859 0.953526 0.87232 0.953058 1.2582 0.840882 0.707549 1.70518 1.7526 0.714752 0.599407 0.610436 0.590702 0.542239 0.754464 0.480871 1.30402 0.618398 0.427229 0.549337 0.404278 0.547604 0.463599 0.400977 0.6729 0.400353 1.29865 0.719365 0.631686
threshold=0 2019.5000000000002 51.32500000000001 16.750000000000004 38.57500000000001 94.500000000000014 176.00000000000003 1 7.5000000000000009 29019565000.000004 46.500000000000007 1317685000.0000002 20.500000000000004 2000.5000000000002 40.250000000000007 4.5000000000000009 17.500000000000004 25.500000000000004 2013.5000000000002 3.5000000000000004 2.5000000000000004 2007.5000000000002 2000.5000000000002 52.500000000000007 14.500000000000002 25.500000000000004 2 1.5000000000000002 32.500000000000007 12000.000000000002
decision_type=9 8 10 10 10 10 10 9 10 8 10 10 8 10 10 10 10 10 10 10 10 10 10 10 8 10 9 8 10 10
left_child=24 3 7 -2 6 16 -5 11 14 -10 -11 19 -13 -7 15 -9 18 -18 -6 20 26 22 23 -19 -1 -26 29 -28 -29 -3
right_child=1 2 -4 4 5 13 -8 8 9 10 -12 12 -14 -15 -16 -17 17 21 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00014925350770486289 5.3717000500483892e-05 -1.7675210956724641e-06 -3.9894508167677149e-05 -5.7898929312045767e-05 9.9865597536918932e-06 0.00035161712906415236 2.003762155524669e-06 -0.00016487908743528123 0.00029636996480004286 -6.0478351155097702e-05 0.0005482171036169703 0.00017991467049892408 -0.00011068154615539782 1.7135057564914293e-05 3.3493908274806471e-06 -2.7823496275303228e-06 -0.00037439817367115327 -1.010985777611495e-05 6.2552170006142661e-05 -2.2085196686596476e-05 1.8213538282374488e-05 -2.6209722579437768e-05 4.1958074777852517e-05 9.0858715116581829e-06 1.2416226607321335e-05 -0.00010805933750202001 -4.1073565717084646e-05 3.4528386115084686e-06 -6.0295756372141793e-06 6.6017648970486672e-05
leaf_weight=26 33 1339 49 45 118 25 35 27 46 39 26 26 70 42 35 28 47 27 59 46 34 54 46 25 34 52 49 103 328 26
leaf_count=26 33 1339 49 45 118 25 35 27 46 39 26 26 70 42 35 28 47 27 59 46 34 54 46 25 34 52 49 103 328 26
internal_value=-0.000319728 -0.000147992 -0.000536972 0.00143627 0.00103053 0.00175676 -0.00296296 -0.000413855 0.00179245 0.00517857 0.000909091 -0.000639764 -0.00371134 0.00676471 -0.0021978 -0.00464286 0.000848806 -0.0005 0.00235955 -0.000488058 -0.000393617 0.00130719 0.00282828 0 -0.00422764 -0.00321839 -0.000487541 -0.0014664 -0.000787037 -0.000130814
internal_weight=2939 2827 2271 556 523 443 80 2222 201 111 65 2021 96 67 90 55 376 199 177 1925 1879 152 98 52 112 86 1845 480 431 1365
internal_count=2939 2827 2271 556 523 443 80 2222 201 111 65 2021 96 67 90 55 376 199 177 1925 1879 152 98 52 112 86 1845 480 431 1365
cat_boundaries=0 3 4 7
cat_threshold=3 2148540416 1 272 32804 0 524288
is_linear=0
shrinkage=0.04


Tree=826
num_leaves=31
num_cat=10
split_feature=7 12 9 3 11 3 2 8 13 0 12 0 2 2 2 3 2 3 0 2 9 1 0 2 11 0 2 2 7 2
split_gain=1.61791 1.49282 1.34033 1.74843 1.2877 1.13004 1.25605 1.10985 1.63068 1.2437 1.10318 1.06661 1.03075 2.24031 0.784962 0.761374 0.755593 0.724106 0.713559 0.659935 0.641994 1.65866 1.84873 1.45361 1.11345 1.07167 1.32058 1.19606 0.806467 2.17296
threshold=0 1 2 1997.5000000000002 3 2003.5000000000002 39.500000000000007 4 5 38.57500000000001 6 52.740000000000002 64.500000000000014 15.500000000000002 74.500000000000014 2014.5000000000002 25.500000000000004 1994.5000000000002 39.07500000000001 30.500000000000004 7 5.5000000000000009 38.20000000000001 37.500000000000007 8 38.57500000000001 11.500000000000002 9.5000000000000018 9 15.500000000000002
decision_type=9 9 9 10 9 8 10 9 9 10 9 10 10 8 10 8 8 8 10 8 9 8 10 10 9 10 10 10 9 10
left_child=1 -1 5 12 15 -3 18 8 14 -10 -9 17 13 -4 19 -2 -11 -12 -7 -6 21 28 -23 24 -22 27 -27 -26 29 -19
right_child=4 2 3 -5 7 6 -8 10 9 16 11 -13 -14 -15 -16 -17 -18 20 -20 -21 23 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=9.7924549940842093e-07 -8.5919067092774521e-05 9.9148970734752598e-05 -0.00013385818105028592 1.0497004128531274e-05 -4.1120476783618188e-07 5.843070767220127e-05 -9.1102711706056999e-05 -2.8093643555671122e-05 0.00046911722462667172 -1.0876963962402897e-06 0.00011846942393738402 -0.00015690622679201738 -0.00038734669403844179 1.1063920458553868e-06 2.2960538481981986e-05 -4.9780758503246148e-05 0.00046333945888214599 5.1009133283947964e-05 -4.0588256772444709e-05 -6.4824666703842132e-05 3.1477448236536535e-05 -2.1954685007230524e-06 3.4877733506668563e-05 0.00013672930264640114 -8.4002889594536612e-05 -4.8166585955584651e-05 -0.00093499914733818912 0.00063750937290929955 -1.3964705056821458e-05 -4.0963605788846279e-06
leaf_weight=236 25 36 43 26 74 33 71 564 28 33 35 31 33 33 30 142 42 26 88 31 204 104 76 111 28 67 33 34 560 85
leaf_count=236 25 36 43 26 74 33 71 564 28 33 35 31 33 33 30 142 42 26 88 31 204 104 76 111 28 67 33 34 560 85
internal_value=-0.000688491 -0.00252459 -0.00411765 -0.00726027 -0.000210615 -0.00200837 -0.00331606 5.43725e-05 0.00257028 0.00614035 -0.000264093 0.000341637 -0.01 -0.00727273 -0.000410959 -0.00348315 0.00394737 0.000513196 -0.000819672 -0.00207547 0.000361174 -0.000301624 0.00309392 0.00151639 0.000326975 -0.00208092 -0.00475248 0.00190476 -0.00122024 0.00180328
internal_weight=2962 599 363 135 2363 228 192 2196 238 103 1958 1394 109 76 135 167 75 1363 121 105 1328 851 180 477 366 162 100 62 671 111
internal_count=2962 599 363 135 2363 228 192 2196 238 103 1958 1394 109 76 135 167 75 1363 121 105 1328 851 180 477 366 162 100 62 671 111
cat_boundaries=0 18 20 22 24 50 51 53 55 57 67
cat_threshold=131072 129 34603008 0 2 64 0 805306368 33556480 805306368 8224 256 16 0 0 32 4112 384 16826624 34 0 10400 67141632 2148605952 0 2052 0 0 0 0 0 2147483648 0 0 0 2048 2048 0 0 0 0 0 4096 0 256 0 0 8 0 16384 10 67128352 32 0 6176 4 1024 0 0 0 0 0 0 0 131072 0 32
is_linear=0
shrinkage=0.04


Tree=827
num_leaves=31
num_cat=13
split_feature=7 8 12 9 0 2 17 2 2 12 2 2 7 2 2 2 11 2 12 9 0 7 2 11 0 13 2 2 2 2
split_gain=2.29871 2.05372 2.01209 1.1192 1.74405 1.57356 1.14552 1.32942 1.28663 1.11906 0.96768 0.968765 0.880451 0.862221 1.55286 0.808371 0.834418 1.37698 1.0012 0.919136 0.816904 0.755422 0.731849 0.730736 1.08529 0.728636 1.33598 1.18379 0.694057 1.08706
threshold=0 1 2 3 40.250000000000007 13.500000000000002 4 171.00000000000003 129.50000000000003 5 37.500000000000007 46.500000000000007 6 55.500000000000007 75.500000000000014 42.500000000000007 7 32.500000000000007 8 9 35.850000000000009 10 14.500000000000002 11 10.500000000000002 12 20.500000000000004 47.500000000000007 20.500000000000004 14.500000000000002
decision_type=9 9 9 9 10 10 9 10 10 9 10 10 9 10 10 10 9 8 9 9 8 9 10 9 8 9 8 8 10 10
left_child=9 -2 13 4 5 -4 10 8 12 21 -5 -12 -8 23 -15 16 18 28 -14 -20 -19 -1 -6 -3 -25 -11 -27 -28 29 -18
right_child=1 2 3 6 22 -7 7 -9 -10 25 11 -13 15 14 -16 -17 17 20 19 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-6.6743993498974416e-06 2.4948496009571387e-05 -1.0971867875610997e-05 -6.5779637166514247e-05 0.00094377083494208598 -1.2365468536259528e-05 -0.00027420443158870711 8.5482692892568939e-06 -0.00016168696269943438 9.6376256241299528e-05 4.4419223334557505e-06 -4.5301172365341813e-05 4.1639335926575428e-05 -2.0053252317211445e-05 0.00018242094975953193 8.0494280459930686e-06 -5.3569657903516091e-05 -1.5757864300240954e-05 -0.00011937093191349391 -2.8047587583017731e-05 1.9775894407914054e-05 4.433064043460888e-05 -0.0001866930019414781 9.1089802176043129e-05 -0.00026095378439908504 1.5125087331142596e-05 -0.00010558688704680464 0.0015832140279564656 -2.5026144212745296e-05 -0.00013730565898299575 4.5024075734332313e-05
leaf_weight=114 250 119 81 25 40 88 176 53 27 162 25 87 167 38 123 132 91 29 114 248 76 155 32 36 227 68 26 26 39 42
leaf_count=114 250 119 81 25 40 88 176 53 27 162 25 87 167 38 123 132 91 29 114 248 76 155 32 36 227 68 26 26 39 42
internal_value=-0.000370243 0.000176768 -0.000235183 -0.000960202 -0.0034127 -0.00576471 -0.000491803 -0.000896266 -0.00061296 -0.00266904 0.00283784 0.00141593 -0.000825112 0.00184116 0.00432099 -0.00130664 -0.000842627 -0.00256944 0.000111111 0.00128686 0.000943396 -0.0045 0.00164384 0.000835509 0.0019708 -0.000819113 -0.00305344 0.00150943 -0.00485549 -0.00343284
internal_weight=2916 2365 2115 1572 241 169 1331 1194 1141 551 137 112 1114 543 161 938 806 277 529 362 105 269 72 382 263 282 120 52 172 133
internal_count=2916 2365 2115 1572 241 169 1331 1194 1141 551 137 112 1114 543 161 938 806 277 529 362 105 269 72 382 263 282 120 52 172 133
cat_boundaries=0 18 47 49 51 52 54 62 64 65 67 85 87 88
cat_threshold=3 268435456 1048576 2097664 589824 64 0 541065216 67584 134225920 0 128 268435456 268435456 0 32 1073741824 256 16 0 0 0 2147483648 0 262144 0 0 32768 0 0 8192 0 0 0 0 0 4096 8192 0 0 4194304 0 0 0 0 0 524288 27904 2 257 8240 6 68165890 32 0 1 0 0 32 0 0 131072 16420 1024 32864 0 4228 0 0 0 0 0 0 0 536870912 2048 0 0 128 0 0 0 0 1073741824 256 4 1024 12
is_linear=0
shrinkage=0.04


Tree=828
num_leaves=31
num_cat=8
split_feature=8 8 2 2 12 11 4 12 8 0 3 12 2 0 4 4 2 1 2 3 0 0 12 3 1 4 2 3 2 2
split_gain=2.12732 1.56323 1.64672 1.70313 1.29162 1.20124 1.13998 1.08152 1.18647 1.06131 1.04284 1.01891 0.785497 1.1079 1.19777 1.9154 0.960236 1.37685 1.64089 1.00923 1.04236 0.819785 0.781169 1.01436 0.784493 0.886215 0.734877 0.67669 0.648102 0.626614
threshold=0 1 119.00000000000001 64.500000000000014 2 3 55.000000000000007 4 5 36.900000000000006 2004.5000000000002 6 62.500000000000007 51.32500000000001 9736.0000000000018 5081865000.000001 155.00000000000003 4.5000000000000009 99.000000000000014 2015.5000000000002 44.07500000000001 45.425000000000004 7 2019.5000000000002 1.5000000000000002 456.00000000000006 37.500000000000007 2016.5000000000002 8.5000000000000018 9.5000000000000018
decision_type=9 9 10 10 9 9 8 9 9 10 10 9 8 8 10 10 8 10 10 8 10 10 9 8 10 8 8 10 10 10
left_child=4 2 3 10 26 -3 -7 29 -9 -4 11 -2 13 14 21 -16 17 -14 -19 -18 -21 22 23 -10 -24 -26 -1 -12 -25 -8
right_child=1 5 9 -5 -6 6 7 8 12 -11 27 -13 16 -15 15 -17 19 18 -20 20 -22 -23 24 28 25 -27 -28 -29 -30 -31
leaf_value=8.4861927881974e-06 2.7554198320913769e-05 -5.0015629647433003e-05 1.7983853697813857e-05 -0.00011032282499229496 -6.6049482662435821e-05 0.00026261823525274507 -0.00018755624313570251 1.6783142646019656e-05 1.3714895138079441e-05 0.0012229144303040585 0.00076044671248887141 -8.2033852966389992e-06 -4.2821245312438808e-05 -3.4799835443806159e-05 -8.6696591514758844e-05 1.397667397249336e-06 -1.6180356022914567e-05 5.9938499920519919e-06 0.00021733697961870746 1.1685889993202637e-05 -0.0001040851091484285 0.00015189499516399252 0.0011847107745063567 -1.0133762784647615e-06 -0.00030436102000287236 6.7071953246511385e-07 -1.9072676132587675e-05 4.4483602656697488e-06 -5.2748904093675722e-05 -1.2038099130258217e-05
leaf_weight=85 121 139 29 39 110 27 71 235 59 25 29 154 43 26 42 40 34 106 55 173 54 34 30 69 28 622 34 25 157 212
leaf_count=85 121 139 29 39 110 27 71 235 59 25 29 154 43 26 42 40 34 106 55 173 54 34 30 69 28 622 34 25 157 212
internal_value=-0.000309491 1.48754e-05 0.00221709 0.00130081 -0.00391667 -0.000405823 -0.000159774 -0.000267814 9.90099e-05 0.00872727 0.00224242 0.00123188 -0.000303222 -0.000884477 -0.000683919 -0.0053012 0.00107296 0.00312195 0.00481481 -0.000534351 0.000438596 -0.0003 -0.000517598 -0.00222973 0.000231548 -6.14439e-05 -0.000769231 0.00727273 -0.00352423 -0.00251701
internal_weight=2907 2678 422 368 229 2256 2117 2090 1807 54 329 275 1572 1107 1081 82 465 204 161 261 227 999 965 285 680 650 119 54 226 283
internal_count=2907 2678 422 368 229 2256 2117 2090 1807 54 329 275 1572 1107 1081 82 465 204 161 261 227 999 965 285 680 650 119 54 226 283
cat_boundaries=0 30 59 60 62 63 89 90 91
cat_threshold=268435456 2048 0 0 0 0 0 0 0 0 0 256 2048 0 0 0 0 0 33558528 0 2147483648 0 0 8 0 0 4 0 0 12288 1073741840 6 0 0 65536 0 262144 2147483648 0 0 0 131072 8192 0 268435456 0 0 0 0 2048 0 524288 0 0 0 1342193664 0 0 524288 1248258 32771 2148532224 68175872 0 0 4 0 0 0 0 0 1 0 0 2048 0 0 0 4096 0 0 0 0 384 0 0 0 0 32768 163842 196928
is_linear=0
shrinkage=0.04


Tree=829
num_leaves=31
num_cat=9
split_feature=7 8 3 8 7 9 2 2 4 11 2 2 0 2 7 11 0 2 0 4 2 2 0 2 2 2 0 0 0 6
split_gain=1.53992 1.80154 1.23346 1.10811 1.23118 1.57608 1.1026 0.923093 2.22241 1.0343 0.892456 1.77536 0.884121 0.871241 0.818514 0.845505 1.02437 0.787501 0.748762 1.29215 0.88472 1.12127 0.650293 0.636634 0.624842 1.00105 0.870371 0.579567 1.97798 0.611379
threshold=0 1 2015.5000000000002 2 3 4 10.500000000000002 4.5000000000000009 14469800500.000002 5 131.00000000000003 63.500000000000007 39.07500000000001 3.5000000000000004 6 7 16.750000000000004 5.5000000000000009 36.400000000000006 9330535000.0000019 12.500000000000002 145.50000000000003 9.5000000000000018 13.500000000000002 24.500000000000004 34.500000000000007 27.250000000000004 40.675000000000004 47.750000000000007 8
decision_type=9 9 10 9 9 9 10 10 8 9 10 8 10 8 9 9 8 10 10 8 8 8 10 8 10 10 10 10 10 9
left_child=2 24 18 10 -5 6 -6 8 -7 -10 11 -3 -8 -11 -9 -16 22 -18 23 -20 -21 -22 -17 -1 -2 -26 -27 29 -29 -19
right_child=1 3 -4 4 5 7 12 14 9 13 -12 -13 -14 -15 15 16 17 27 19 20 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=2.9011374628318266e-05 1.2235456132643208e-05 -2.0295356134454322e-05 5.5124509178412496e-05 -1.4821095804791185e-05 7.068231626732313e-06 -0.00011526742034277504 -0.00020189864462718531 2.0307046873178083e-05 7.0547354798762283e-05 -4.6959845175571506e-05 1.7675461157367067e-05 -0.0010430665226852653 -0.00013971899536841193 1.661963694417068e-06 5.6727641284837205e-05 -1.1714276086713937e-05 0.0001888021336389656 -4.9885445574631148e-05 -0.00032765269432701418 -0.00016148590399311046 1.4099085666678946e-05 -2.9807990429091549e-05 1.9187199860191129e-05 -8.5359408178220523e-06 -0.00023283808844347221 0.00011578466014789513 3.8845571673107317e-06 -0.00010343078946014827 6.0915926776772264e-06 2.8842855454769279e-06
leaf_weight=26 212 78 25 271 61 57 28 110 154 68 27 33 73 104 119 64 42 147 39 87 76 37 200 83 27 25 114 54 38 501
leaf_count=26 212 78 25 271 61 57 28 110 154 68 27 33 73 104 119 64 42 147 39 87 76 37 200 83 27 25 114 54 38 501
internal_value=-0.000603824 -0.000252101 -0.00296875 -0.0006875 -0.000447193 -6.5538e-05 -0.00369942 0.000311564 -0.00140625 -0.000122324 -0.00402685 -0.00589286 -0.00647059 -0.00218579 0.000830721 0.000493197 0.000113529 -0.000613027 -0.00366762 -0.00491667 -0.00358209 -0.00122807 0.00226415 -0.000909091 0.00226221 0.000479042 0.00185714 -0.000917679 -0.00387097 -0.000493066
internal_weight=2980 2607 373 2229 2091 1820 162 1658 383 326 138 111 101 172 1275 1165 1046 782 348 239 200 113 264 109 378 166 139 740 92 648
internal_count=2980 2607 373 2229 2091 1820 162 1658 383 326 138 111 101 172 1275 1165 1046 782 348 239 200 113 264 109 378 166 139 740 92 648
cat_boundaries=0 18 48 74 86 88 91 108 111 112
cat_threshold=268435456 268435473 0 512 0 64 0 536870912 33556480 134225920 32768 0 144 0 0 32 16 256 268435456 4 0 134217728 8192 1 262144 0 0 0 0 0 8192 0 0 0 0 0 33554432 2048 0 0 4194304 8 0 49152 0 0 128 8192 0 2048 0 0 0 0 0 2147483648 0 0 0 2048 2048 1048576 0 0 0 0 0 8192 0 0 0 0 0 1073741824 2 0 67117056 4 0 2 0 0 65536 0 0 128 1 160 4 0 524288 131072 0 1048576 2048 32 0 0 0 0 32 8192 0 0 0 0 0 4096 0 1024 524288 144
is_linear=0
shrinkage=0.04


Tree=830
num_leaves=31
num_cat=10
split_feature=8 12 8 12 9 8 0 3 3 2 3 0 2 4 6 0 9 3 4 3 12 2 4 2 6 0 2 2 2 2
split_gain=2.00367 1.89164 1.00414 0.968606 1.49998 1.20669 1.1494 0.957304 0.889641 1.07995 1.24028 1.19135 0.997497 1.04559 0.885558 1.13488 0.882233 1.06207 0.903795 0.914381 0.871675 0.886392 0.809911 0.796878 0.737817 0.893002 0.735509 0.806582 0.680743 0.940835
threshold=0 1 2 3 4 5 37.250000000000007 2015.5000000000002 1993.5000000000002 11.500000000000002 2015.5000000000002 47.750000000000007 2.5000000000000004 481.00000000000006 6 46.250000000000007 7 2009.5000000000002 11.000000000000002 2007.5000000000002 8 46.500000000000007 3215.5000000000005 26.500000000000004 9 21.500000000000004 12.500000000000002 15.500000000000002 73.500000000000014 39.500000000000007
decision_type=9 9 9 9 9 9 10 8 8 8 8 8 10 10 9 8 9 10 10 8 9 10 8 8 9 10 8 10 10 10
left_child=1 22 23 4 -4 6 20 -3 -7 10 -10 24 -12 -14 -5 16 17 18 19 -16 21 -6 -1 -2 25 -11 -18 -28 29 -22
right_child=2 7 3 14 5 8 -8 -9 9 11 12 -13 13 -15 15 -17 26 -19 -20 -21 28 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.4451575373068979e-05 -1.4002844771034972e-05 -1.0423676394495374e-05 -7.2217566733847612e-05 0.00010762505583890914 -7.5512041653524881e-06 3.8989278122620876e-05 -6.9672785078296324e-05 2.5222364059587222e-05 -0.00037827589928703277 2.0913489043508093e-05 -6.2649611217722163e-05 3.3654298975847043e-05 6.1155928462852668e-05 -6.9724388346514848e-07 3.9871953536518846e-05 -0.00034343149907563488 -2.3005122835826343e-05 -8.4621610456530054e-05 -7.9517039150402976e-05 -8.7322052252147845e-07 -1.5330855343194117e-05 1.0270867334938317e-05 -5.1473593449458122e-06 -7.6241939647090365e-05 -3.044559410277259e-05 -7.7568281403372911e-06 0.0022679467004404685 4.4788825941672883e-05 0.00018125595479972389 -0.00015495988753279731
leaf_weight=31 58 29 116 104 73 32 56 183 25 30 59 45 176 33 31 35 65 50 47 407 92 39 271 45 467 174 32 86 30 42
leaf_count=31 58 29 116 104 73 32 56 183 25 30 59 45 176 33 31 35 65 50 47 407 92 39 271 45 467 174 32 86 30 42
internal_value=-0.000573549 0.00167619 -0.00104878 -0.000865507 -0.00148 -0.00108382 -0.00314869 0.0044843 -0.00039924 -0.000613861 0.00142857 -0.00145049 0.00223048 0.00352381 0.000207373 -0.000287958 5.56328e-05 -0.000769231 -0.000205761 0.000364465 -0.00216606 0.000650407 -0.000383387 -0.00473684 -0.001875 0.000186047 0.00237113 0.00436975 -0.00388571 -0.00533333
internal_weight=2963 514 2449 2346 1489 1373 332 212 1041 1009 293 716 268 209 857 753 718 535 485 438 276 112 302 103 671 204 183 118 164 134
internal_count=2963 514 2449 2346 1489 1373 332 212 1041 1009 293 716 268 209 857 753 718 535 485 438 276 112 302 103 671 204 183 118 164 134
cat_boundaries=0 30 32 59 61 63 89 90 92 93 94
cat_threshold=0 8 0 0 2147549184 1 262144 0 1 32768 0 133120 8192 1049600 0 0 0 0 33554432 10240 128 0 0 0 0 32768 0 0 0 8192 150626 32 2147483648 1048576 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 2 2147483648 0 0 0 0 0 4 1245538 32 131073 144 16 2052 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16777216 0 0 16384 128 0 18448 196642 264
is_linear=0
shrinkage=0.04


Tree=831
num_leaves=31
num_cat=6
split_feature=12 11 5 12 4 4 2 16 4 1 2 2 3 3 2 4 2 2 3 2 2 9 2 2 2 11 5 2 2 2
split_gain=1.36791 0.949756 1.29942 1.07873 1.7011 1.65085 1.63419 1.24878 1.01279 0.946656 0.941215 0.896861 0.768151 0.841622 0.665123 0.664796 0.647685 0.607761 0.56015 0.821067 0.793557 0.626135 0.987603 0.815133 0.569452 0.567488 1.03292 0.728349 0.95421 0.623195
threshold=0 1 1.5000000000000002 2 9530980000.0000019 141.00000000000003 64.500000000000014 3 625.00000000000011 2.5000000000000004 5.5000000000000009 8.5000000000000018 2011.5000000000002 1998.5000000000002 5.5000000000000009 215.00000000000003 14.500000000000002 27.500000000000004 1988.5000000000002 147.50000000000003 129.50000000000003 4 21.500000000000004 8.5000000000000018 44.500000000000007 5 1.5000000000000002 40.500000000000007 54.500000000000007 86.500000000000014
decision_type=9 9 8 9 10 10 8 1 8 10 10 10 8 10 10 10 10 10 10 10 10 9 10 10 10 9 8 8 10 10
left_child=9 8 -3 5 6 11 10 -8 14 -1 -5 -4 13 -11 -2 -16 -12 -13 20 21 25 23 -23 -20 -25 26 -10 -27 -29 -30
right_child=1 2 3 4 -6 -7 7 -9 18 12 16 17 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 24 -26 27 -28 28 29 -31
leaf_value=-0.00010545212866354348 -6.4565254394040043e-05 -0.0002567588982948266 1.377793434897967e-06 1.5932190496670274e-06 0.0001150828311257257 -4.9259957362863814e-05 6.7885313870164053e-06 -5.9922242623002831e-05 -1.5658956536306334e-05 7.418387930293591e-06 -2.4851692679916938e-05 3.0058591462527317e-05 -8.5850934411979554e-06 -0.00014696433565674738 3.5574730165919279e-05 -6.1477761535577716e-05 -0.00016277653135279735 2.8957739050454733e-05 0.0001053093642275016 -3.0572020283265998e-05 3.3052682578755821e-05 -1.0246049762940857e-05 0.00011825506565500632 -9.4525673120635654e-05 1.5454730115003203e-05 9.0129294436991367e-06 5.4493464454310469e-05 -0.00016565195569928192 9.8600326415265722e-06 -4.9446657963159173e-06
leaf_weight=87 28 30 66 25 44 73 170 28 30 26 37 34 577 35 33 30 78 69 40 30 38 90 66 104 62 631 107 56 71 51
leaf_count=87 28 30 66 25 44 73 170 28 30 26 37 34 577 35 33 30 78 69 40 30 38 90 66 104 62 631 107 56 71 51
internal_value=-0.000280998 0.000234522 -0.00102256 -0.00064 -0.00193384 0.00142292 -0.00294985 -0.000603015 0.000798376 -0.0017663 -0.00624113 0.00364706 -0.00125196 -0.00548387 -0.00326087 -0.0009375 -0.00775862 0.00596154 0.0010748 -0.000203562 0.00158376 0.000330579 0.00215569 -0.00110599 -0.00239521 0.00135164 0.00364865 0.000902439 -0.00134078 0.000650407
internal_weight=2846 2121 654 624 382 242 338 198 1467 725 140 169 638 61 91 63 115 103 1376 392 984 362 156 206 166 946 137 809 178 122
internal_count=2846 2121 654 624 382 242 338 198 1467 725 140 169 638 61 91 63 115 103 1376 392 984 362 156 206 166 946 137 809 178 122
cat_boundaries=0 2 4 6 7 9 11
cat_threshold=1198080 32 49188 1024 34080 2 2 0 2080 49152 1024
is_linear=0
shrinkage=0.04


Tree=832
num_leaves=31
num_cat=7
split_feature=11 12 3 12 6 2 0 2 6 2 2 2 0 12 2 0 2 2 2 0 4 12 4 2 0 2 2 4 0 1
split_gain=0.737374 0.86622 0.793704 0.818992 1.09904 1.64532 2.42355 1.75836 0.88576 2.23845 1.07957 1.0289 0.825646 0.820298 0.806118 0.804839 0.763562 0.781628 0.901287 0.769878 0.709464 0.692011 0.604499 0.593376 0.549199 0.538099 0.522506 0.509676 0.659048 0.77221
threshold=0 1 1998.5000000000002 2 3 55.500000000000007 20.500000000000004 71.500000000000014 4 8.5000000000000018 10.500000000000002 6.5000000000000009 33.175000000000004 5 40.500000000000007 36.900000000000006 11.500000000000002 44.500000000000007 25.500000000000004 33.175000000000004 14469800500.000002 6 199.50000000000003 94.500000000000014 33.175000000000004 15.500000000000002 6.5000000000000009 208770000.00000003 35.850000000000009 4.5000000000000009
decision_type=9 9 8 9 9 10 10 10 9 10 10 10 10 9 10 10 10 10 10 10 10 9 10 10 10 10 10 8 10 10
left_child=2 16 14 4 5 6 -4 -7 15 11 -11 -10 -6 23 -1 -5 19 18 -18 -2 27 -17 25 24 -12 -15 -21 -3 -29 -30
right_child=1 20 3 8 12 7 -8 -9 9 10 13 -13 -14 22 -16 21 17 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=2.6222598664560338e-06 -0.0001776785719250995 3.9610853184974813e-05 5.9507676411385544e-07 -0.00030950802160624848 8.4472826923978064e-05 0.00033230873857945656 -0.00015434261393814099 3.6765320567866413e-06 3.0687061928205137e-05 -3.5920037601400172e-05 2.4814071249856797e-05 0.00036656862397471457 3.4151740959273977e-05 -3.4162582128232089e-05 9.2736359662737297e-05 -2.7216380478733983e-05 -2.343150775558911e-05 -2.7245150423738096e-05 -0.00022589751106192325 -5.1218878718728435e-06 8.3409335764628165e-05 -9.2823951753473471e-07 1.4338364690544836e-05 -2.8783209591409788e-06 1.0700556586691335e-05 -8.3495841935388174e-06 1.7249319972485465e-05 2.320105227582303e-06 -0.00013316737422648829 -1.4504520739677674e-06
leaf_weight=47 25 42 151 31 32 25 51 69 160 67 76 31 155 55 38 115 73 138 32 122 31 279 41 25 106 367 30 177 109 293
leaf_count=47 25 42 151 31 32 25 51 69 160 67 76 31 155 55 38 115 73 138 32 122 31 279 41 25 106 367 30 177 109 293
internal_value=-0.000273881 -0.00110803 0.000196687 2.17746e-05 0.001417 -0.000130293 -0.00216749 0.00421053 -0.000483871 0.000212993 -0.000785908 0.0040625 0.00373737 -0.000298063 0.00395349 -0.00197248 -0.0025058 -0.00401639 -0.00660377 -0.000561798 -0.000180995 -0.00151899 -0.00122363 0.00174312 0.00262295 -0.00170213 0.000522876 -0.000482315 -0.000793103 -0.00168734
internal_weight=2993 1072 1921 1836 483 296 202 94 1353 928 737 191 187 670 85 425 420 243 105 177 652 394 463 207 182 422 152 621 579 402
internal_count=2993 1072 1921 1836 483 296 202 94 1353 928 737 191 187 670 85 425 420 243 105 177 652 394 463 207 182 422 152 621 579 402
cat_boundaries=0 3 5 7 8 9 10 11
cat_threshold=2147516452 589856 4097 16924674 34 17853440 2 8 86 290 33056
is_linear=0
shrinkage=0.04


Tree=833
num_leaves=31
num_cat=7
split_feature=7 8 2 7 2 12 4 1 3 2 2 12 0 1 1 3 2 2 3 0 6 2 4 3 12 2 2 2 1 2
split_gain=2.70831 2.66034 1.95296 1.88467 1.27512 1.20625 1.40606 1.22202 1.10081 1.02916 0.899655 0.885314 1.0919 0.877424 0.858256 0.848112 0.845763 0.948169 1.82652 1.33359 1.08818 1.49248 1.09587 1.06754 1.04653 1.03054 0.876732 0.863588 0.810101 0.7545
threshold=0 1 482.50000000000006 2 28.500000000000004 3 5828530000.000001 5.5000000000000009 2021.5000000000002 99.000000000000014 34.500000000000007 4 15.500000000000002 5.5000000000000009 5.5000000000000009 1996.5000000000002 4.5000000000000009 23.500000000000004 1997.5000000000002 29.500000000000004 5 18.500000000000004 5368.5000000000009 2000.5000000000002 6 542.50000000000011 111.00000000000001 55.500000000000007 5.5000000000000009 40.500000000000007
decision_type=9 9 10 9 10 9 8 8 8 10 10 9 8 10 8 10 8 8 10 10 9 10 8 10 9 10 10 10 8 8
left_child=4 2 5 9 14 6 -2 -8 -7 13 -6 -5 29 -3 -1 -12 28 19 24 -18 23 22 -22 -21 -19 26 -26 -20 -14 -13
right_child=1 3 -4 11 10 8 7 -9 -10 -11 15 12 16 -15 -16 -17 17 18 27 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.8459988440090458e-05 1.9817460791600182e-05 3.3424223495259753e-06 0.0002365905524981571 -5.2965232792345776e-06 -0.00048374937101812069 -3.5014522289458231e-05 -7.578373071311262e-05 -0.00025589053318057607 -1.5634538065967264e-07 4.243784044575705e-05 -2.6712169584826028e-05 1.8958184597295258e-07 -0.00011331990549386717 5.0874713493342941e-05 2.2356304423638564e-05 -8.5299177619511111e-05 2.3024941662654897e-05 -1.7201005141345151e-05 -0.00053513692279352656 -9.6110572753360666e-06 0.00033296523917872637 0.0016049054210353121 1.4065063028141368e-05 6.4656559422857646e-05 2.6991676623495666e-05 -0.00015175232854822696 0.0014475842822739794 -8.9110993684471395e-07 5.2409562471993358e-05 -0.00011989565037410444
leaf_weight=126 27 156 29 828 26 59 109 32 233 32 79 121 73 25 57 34 36 101 42 101 32 33 139 25 181 25 25 45 38 65
leaf_count=126 27 156 29 828 26 59 109 32 233 32 79 121 73 25 57 34 36 101 42 101 32 33 139 25 181 25 25 45 38 65
internal_value=-0.000327087 0.000106748 -0.00252 0.000721649 -0.00372372 -0.00321041 -0.00581006 -0.00774648 -0.00145215 0.00419643 -0.00671429 0.000312337 0.0010613 0.00318681 -0.00163043 -0.00508772 0.00164994 0.00211196 0.000809524 0.00359673 0.00277946 0.00446512 0.00313953 -0.000291971 0.00216216 0.00355372 0.00463768 -0.00431818 -0.00160714 -0.00171123
internal_weight=2934 2612 489 2123 322 460 168 141 292 213 139 1910 1082 181 183 113 896 785 419 366 330 204 171 126 332 231 206 87 111 186
internal_count=2934 2612 489 2123 322 460 168 141 292 213 139 1910 1082 181 183 113 896 785 419 366 330 204 171 126 332 231 206 87 111 186
cat_boundaries=0 17 47 65 66 68 69 70
cat_threshold=268582913 268435473 68165632 264192 524288 2 0 272629760 0 134217728 0 0 268435456 0 0 0 128 16 2056 4 0 0 0 0 2147483648 0 0 0 2048 0 512 0 0 0 0 33558528 2048 2147483904 0 4194304 8 0 0 68 0 0 4096 0 0 1610612736 128 0 134217792 33554432 8192 33554432 0 0 0 0 268435456 0 0 1073745920 256 131394 16854048 32 268 1228800
is_linear=0
shrinkage=0.04


Tree=834
num_leaves=31
num_cat=15
split_feature=8 1 11 3 3 8 12 3 3 6 6 12 11 17 12 1 9 12 13 4 4 9 3 4 6 1 3 1 4 4
split_gain=1.6172 1.35894 1.34328 0.946354 0.699092 0.692386 0.80859 0.65174 0.842041 1.21116 0.646902 0.751338 0.707844 1.32562 1.30784 0.768394 0.690797 1.10373 0.66519 0.741004 0.718846 0.57406 0.495754 0.462501 0.456243 0.593459 0.447399 0.410762 0.368079 0.350996
threshold=0 3.5000000000000004 1 2014.5000000000002 2021.5000000000002 2 3 1996.5000000000002 2016.5000000000002 4 5 6 7 8 9 5.5000000000000009 10 11 12 81348.500000000015 11029.500000000002 13 2008.5000000000002 29019565000.000004 14 5.5000000000000009 2006.5000000000002 4.5000000000000009 4050.0000000000005 9300.0000000000018
decision_type=9 8 9 8 10 9 9 8 8 9 9 9 9 9 9 8 9 9 9 8 8 9 8 8 9 8 10 10 10 10
left_child=21 -2 3 -3 5 26 23 -8 9 -9 18 -12 14 15 -13 29 -15 -18 19 -10 -20 22 -1 -7 25 -19 -4 -23 -29 -14
right_child=1 2 4 -5 -6 6 7 8 10 -11 11 12 13 16 -16 -17 17 24 20 -21 -22 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.752175260345325e-06 0.00012998506982022206 -8.185858164409865e-05 -2.7959137431778913e-05 -1.9933781362446723e-05 8.5868046631532022e-06 -1.7172279121311362e-05 2.5912009558552997e-05 -7.8459393278933483e-05 -3.8628730834844306e-05 -6.4359302989203113e-07 -3.4271375166170514e-05 -5.3106812019620978e-06 -3.258421791194621e-05 -8.5464117583526907e-05 2.5936537586908061e-05 7.8902454620504163e-05 1.1833337058035909e-05 4.2026012962281812e-06 3.2151276022887033e-05 4.0025290967449222e-05 -8.8616748911718451e-06 -3.4378896991498211e-05 5.2988420273365481e-05 2.1542194432697669e-05 -4.5803368064554205e-05 -8.8577680817998334e-05 -1.6322154309094118e-05 2.773262267652399e-06 8.5877752913177122e-05 3.9328417336896846e-05
leaf_weight=26 141 28 89 132 35 25 69 121 42 152 418 147 45 115 132 37 218 65 31 144 116 27 99 115 195 38 25 95 26 26
leaf_count=26 141 28 89 132 35 25 69 121 42 152 418 147 45 115 132 37 218 65 31 144 116 27 99 115 195 38 25 95 26 26
internal_value=-0.000268908 -0.000567847 -0.000780945 -0.00421053 -0.0005309 -0.000617075 -0.000450928 -0.00065033 -0.000783162 -0.00284672 -0.000463277 -0.000829302 -0.000233236 -0.00088 0.00144828 0.00302521 -0.00158879 -0.000910816 0.00110465 0.00263959 -0.000886076 0.00260563 0.00455882 0.00238411 -0.00245955 -0.000175439 -0.00352 0.000754717 0.00180328 0.000833333
internal_weight=2974 2701 2560 160 2400 2365 2251 2111 2042 273 1769 1436 1018 739 279 108 631 516 333 186 147 273 125 140 298 103 114 148 121 71
internal_count=2974 2701 2560 160 2400 2365 2251 2111 2042 273 1769 1436 1018 739 279 108 631 516 333 186 147 273 125 140 298 103 114 148 121 71
cat_boundaries=0 30 32 62 64 65 66 67 68 69 71 73 75 76 78 79
cat_threshold=1073741824 2048 0 0 8192 0 0 2147483648 0 32768 0 2052 0 1049600 0 0 0 0 0 8192 0 0 0 0 0 32768 0 0 0 8192 67125251 2147483648 16 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2048 2147483648 0 0 0 0 1073741824 0 0 0 4096 256 2 322 320 68290656 32800 8 98304 32 0 20496 2 32 2 0 2080 8
is_linear=0
shrinkage=0.04


Tree=835
num_leaves=31
num_cat=9
split_feature=7 7 12 2 2 2 2 12 3 1 2 12 9 0 2 4 2 6 3 0 0 4 12 0 1 12 4 3 0 2
split_gain=2.81747 1.88531 0.986493 2.42085 1.16086 1.11396 1.05751 0.961828 0.861548 0.793523 0.78741 2.02456 1.15675 1.03332 0.937012 0.90992 0.852758 0.810866 1.36259 0.779391 0.706869 0.901368 0.687749 0.706701 0.68231 0.658984 1.24631 0.971579 0.75535 1.07339
threshold=0 1 2 1472.5000000000002 17.500000000000004 6.5000000000000009 45.500000000000007 3 2025.5000000000002 5.5000000000000009 15.500000000000002 4 5 43.675000000000004 8.5000000000000018 4350.0000000000009 3.5000000000000004 6 2011.5000000000002 42.710000000000008 36.400000000000006 2867949500.0000005 7 16.750000000000004 4.5000000000000009 8 199.50000000000003 2017.5000000000002 20.500000000000004 10.500000000000002
decision_type=9 9 9 8 10 8 10 9 8 8 10 9 9 10 10 10 10 9 10 10 10 8 9 10 10 9 10 10 8 10
left_child=2 7 5 4 -4 -1 9 -2 -7 -6 12 20 14 17 16 25 -3 18 22 -17 24 -22 23 -13 -12 26 28 -27 -14 -30
right_child=1 10 3 -5 6 8 -8 -9 -10 -11 11 13 15 -15 -16 19 -18 -19 -20 -21 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-2.9854230725128164e-05 -5.7090536836312826e-06 -0.00012238670091374359 2.7392893644559991e-05 -0.00061264022369940114 -8.6879715554744061e-06 -6.3291696431377883e-07 1.7789566655537216e-05 -5.4139721188768418e-05 6.008532189206051e-05 -0.00047730293785633651 3.092172198996934e-05 -4.6502862927866319e-05 -3.9310859488352893e-05 2.8259049299812488e-05 -0.00052328323243028057 -0.0001138646543080668 2.463411012442407e-05 -2.3445890680022785e-05 0.0020570120188623522 -6.6111373413946245e-07 6.8238773405937535e-06 -4.0574790394458659e-05 2.1979175432029764e-05 1.0260663221934862e-05 -6.0265959560723563e-06 3.0419368688683337e-06 0.00018607857672286342 0.00023743929439014268 -4.9695717465780835e-06 -4.4669991593409009e-05
leaf_weight=38 116 46 205 29 115 40 129 106 181 28 59 40 36 54 46 34 40 192 25 26 29 192 196 66 200 375 25 30 228 44
leaf_count=38 116 46 205 29 115 40 129 106 181 28 59 40 36 54 46 34 40 192 25 26 29 192 196 66 200 375 25 30 228 44
internal_value=1.34635e-05 -0.000712996 0.00208763 0.0010058 0.00171548 0.00407407 0 -0.00412017 0.00531532 -0.00236111 -0.000310933 0.000436433 -0.00116004 0.00202055 -0.00447552 -0.000543881 -0.00229885 0.0015 0.00266272 -0.0052459 -0.0014664 -0.00315315 0.0019802 -0.000683761 -7.69231e-05 -0.000162382 -0.00145349 0.000913462 -0.00220065 -0.0014652
internal_weight=2970 2205 765 506 477 259 272 222 221 143 1983 1053 930 573 132 798 86 519 327 60 480 221 302 106 259 738 333 405 308 272
internal_count=2970 2205 765 506 477 259 272 222 221 143 1983 1053 930 573 132 798 86 519 327 60 480 221 302 106 259 738 333 405 308 272
cat_boundaries=0 17 28 29 31 33 35 36 37 39
cat_threshold=147459 16 1610620928 2621440 32 8192 33685504 536879104 33556480 8208 0 256 0 0 0 0 1073741824 268435456 1 67108864 0 524288 134217794 0 268435456 0 134217728 40992 83979264 1247234 32 16869632 32 256 36 284 68288576 67241058 2
is_linear=0
shrinkage=0.04


Tree=836
num_leaves=31
num_cat=14
split_feature=7 8 8 9 7 12 12 1 4 12 6 4 0 12 0 0 4 0 12 11 12 6 1 0 1 4 4 5 0 1
split_gain=3.50903 1.98818 1.27628 1.28687 1.20254 0.999746 0.961862 1.67646 1.0755 0.917722 1.02389 1.07014 0.916141 0.83557 2.59203 1.02127 0.9163 0.82008 1.06806 0.678035 0.673159 0.660127 1.41419 0.722047 0.650349 0.668875 0.569075 0.531957 0.524595 0.522007
threshold=0 1 2 3 4 5 6 4.5000000000000009 22.000000000000004 7 8 4350.0000000000009 47.750000000000007 9 44.07500000000001 40.250000000000007 6789.5000000000009 10.500000000000002 10 11 12 13 2.5000000000000004 38.20000000000001 4.5000000000000009 8.0000000000000018 1557465000.0000002 3.5000000000000004 33.175000000000004 3.5000000000000004
decision_type=9 9 9 9 9 9 9 10 10 9 9 10 10 9 10 10 8 10 9 9 9 9 10 10 10 10 10 8 10 8
left_child=6 -2 5 4 17 -3 8 -8 -1 10 11 -5 13 14 16 20 -6 -4 -19 27 29 22 -22 -23 -11 -26 -17 -18 -24 -15
right_child=1 2 3 9 12 -7 7 -9 -10 24 -12 -13 -14 15 -16 26 19 18 -20 -21 21 23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.2173281624637865e-05 1.6328603816759823e-05 -3.4061024848099921e-05 -2.0145678127860832e-05 0.00022975555278147652 -0.00020523944179885235 -8.9113364400361664e-06 0.00010258979421237768 -3.6455382642799352e-05 -6.8130521145768345e-05 5.7988439794449679e-05 -4.7328072492405225e-05 -3.2977296562464174e-05 1.202411896738198e-05 3.8135385375213105e-05 0.00032751139100831498 -4.6320535063770767e-05 6.3153717039625697e-05 -6.1611826587792965e-06 1.5590607498623399e-05 -2.898103885975445e-05 -8.9833787018918086e-05 -4.7423752395481249e-05 -2.5085954699619606e-05 -0.00026965582209797389 5.2565820973882184e-06 0.0017548430923359603 2.0057416668350926e-06 1.0134329432887058e-06 9.0331991286802805e-05 -6.6489108687406431e-06
leaf_weight=95 219 106 50 78 39 134 42 189 26 28 121 31 72 29 32 105 35 126 180 189 35 34 104 69 140 26 26 130 30 396
leaf_count=95 219 106 50 78 39 134 42 189 26 28 121 31 72 29 32 105 35 126 180 189 35 34 104 69 140 26 26 130 30 396
internal_value=-0.000507371 1.5534e-05 -0.00033107 -9.4518e-06 -0.000508274 -0.00302789 -0.00418733 -0.00239669 -0.00712121 0.00193103 0.000165975 0.00283333 -0.00106287 -0.00132376 0.000137615 -0.00205006 -0.000761421 0.00152589 0.00234528 -0.000112676 -0.00146132 -0.0029682 -0.00122222 -0.0054386 0.00390244 0.00311377 -0.00530303 0.00170455 0.000592593 -0.000412844
internal_weight=2916 2564 2345 2105 1681 240 352 231 121 424 230 109 1325 1253 425 828 393 356 306 354 697 272 169 103 194 166 131 165 134 425
internal_count=2916 2564 2345 2105 1681 240 352 231 121 424 230 109 1325 1253 425 828 393 356 306 354 697 272 169 103 194 166 131 165 134 425
cat_boundaries=0 18 38 65 67 85 86 88 89 90 91 93 94 95 96
cat_threshold=268566529 268435472 0 526852 589824 0 0 268435456 0 32 32 0 16 268435456 0 32 0 512 1073741824 6 0 0 0 1 0 2147483648 1 32768 0 131072 8256 0 0 0 0 0 0 8192 268435472 1048584 4 0 65536 0 0 0 0 0 0 2048 2048 0 0 0 0 0 0 2048 2147483648 0 0 8 0 49152 4 256 30736 2 0 67108864 0 0 64 131072 0 0 134217728 8192 0 0 0 0 0 144 256 65858 49248 32 158018 464 68158722 3138 32 4 16883808 10
is_linear=0
shrinkage=0.04


Tree=837
num_leaves=31
num_cat=12
split_feature=7 7 9 8 0 4 9 17 3 1 0 7 1 3 3 6 0 1 9 4 18 3 3 11 6 1 1 0 0 4
split_gain=2.72079 1.86094 1.52434 1.30879 1.23913 1.05814 0.996051 1.06305 1.04112 0.983929 0.80132 1.25153 1.05557 0.779885 0.742345 0.750279 0.72289 1.46968 0.687486 1.19002 0.939916 0.619752 0.542553 0.594568 0.577607 1.46966 0.661009 0.5477 0.522709 0.516808
threshold=0 1 2 3 29.500000000000004 199.50000000000003 4 5 2005.5000000000002 4.5000000000000009 21.500000000000004 6 4.5000000000000009 2009.5000000000002 2010.5000000000002 7 35.600000000000009 3.5000000000000004 8 37073800000.000008 9 2013.5000000000002 1998.5000000000002 10 11 5.5000000000000009 5.5000000000000009 38.57500000000001 37.250000000000007 22.000000000000004
decision_type=9 9 9 9 10 8 9 9 10 10 8 9 10 10 10 9 10 10 9 8 9 10 8 9 9 10 8 10 10 10
left_child=16 2 9 4 -3 -5 7 -7 10 -2 11 -9 -13 -10 15 -8 17 -1 19 -18 -20 -15 -12 -24 26 -26 28 -28 -25 -22
right_child=1 3 -4 5 -6 6 14 8 13 -11 22 12 -14 21 -16 -17 18 -19 20 -21 29 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=0.0004194334688836321 -0.00013982502916391583 1.8482259047161164e-05 1.7797656653364414e-05 -3.8431143576644902e-05 -3.0819353600257674e-05 -4.3980887622794285e-05 -7.5673457574794155e-05 8.0786590000059281e-06 -8.3247927173033537e-05 5.947061372744145e-06 6.9107309508851248e-05 3.8153273897165716e-05 -5.1463698180782562e-05 2.2570498712681797e-05 7.2578856912066677e-05 -4.7858430392011546e-07 0.00037870352470960713 -0.00043581202974213084 -0.00073669709663843014 -6.6550596328340819e-06 -7.2391561548812438e-06 -8.6110992427990147e-06 4.5670885124593501e-05 6.6575659830405705e-05 4.9065023128456173e-05 -2.5632222630918022e-05 1.6924845241454989e-05 0.00044369480444160557 -1.7560075704352585e-05 -5.3832444851664717e-05
leaf_weight=30 35 33 110 45 190 133 159 322 29 128 61 34 114 38 48 179 33 68 36 137 94 135 109 35 218 42 40 25 210 41
leaf_count=30 35 33 110 45 190 133 159 322 29 128 61 34 114 38 48 179 33 68 36 137 94 135 109 35 218 42 40 25 210 41
internal_value=-0.000116758 0.000402739 0.0034507 9.04977e-06 -0.00282051 0.000342224 0.000486542 0.000938303 0.00126493 0.000804598 0.00171759 0.000424628 -0.00251572 -0.00137931 -0.00130982 -0.0020059 -0.00297778 -0.00606061 -0.00216374 -0.000220994 -0.00384615 -0.000344828 0.00253711 0.00220588 0.00158348 0.00295203 0.000373832 0.00393939 -0.000569106 -0.0025
internal_weight=2911 2472 273 2199 223 1976 1931 1545 1412 163 1210 470 148 202 386 338 439 98 341 170 171 173 740 679 570 260 310 65 245 135
internal_count=2911 2472 273 2199 223 1976 1931 1545 1412 163 1210 470 148 202 386 338 439 98 341 170 171 173 740 679 570 260 310 65 245 135
cat_boundaries=0 17 35 37 66 68 69 77 78 80 81 84 85
cat_threshold=147457 268435457 1048576 524800 524290 64 0 268435456 33554432 402661424 0 128 268435456 0 0 0 144 0 0 1610612736 8192 32 134217730 0 8192 0 0 32768 320 0 0 0 32 1073745920 384 0 10272 0 6 0 0 0 0 262144 2147483648 0 0 0 0 2048 0 0 0 0 0 0 2048 0 0 0 0 0 16384 0 0 524288 1073741824 14372 52 0 0 0 0 0 0 131072 131072 152 0 10288 4 16416 512 524288 14
is_linear=0
shrinkage=0.04


Tree=838
num_leaves=31
num_cat=10
split_feature=7 8 7 12 13 2 12 11 2 2 4 1 8 2 6 2 3 2 7 5 1 3 2 1 2 2 2 2 2 2
split_gain=2.58683 2.44093 1.88232 1.58602 1.27416 1.65848 1.20826 1.29005 1.20704 1.14705 1.0993 1.14411 0.937985 0.986887 0.89361 1.31255 0.857672 0.765876 0.763415 0.723745 0.834556 0.723535 0.710647 0.696622 0.980661 0.692728 0.691847 0.687078 0.68647 0.622392
threshold=0 1 2 3 4 30.500000000000004 5 6 403.00000000000006 52.500000000000007 10438345000.000002 3.5000000000000004 7 10.500000000000002 8 25.500000000000004 1999.5000000000002 14.500000000000002 9 1.0000000180025095e-35 5.5000000000000009 2009.5000000000002 11.500000000000002 2.5000000000000004 272.00000000000006 28.500000000000004 51.500000000000007 45.500000000000007 89.500000000000014 30.500000000000004
decision_type=9 9 9 9 9 8 9 9 8 10 8 10 9 10 9 8 10 10 9 10 10 10 10 10 8 10 10 8 10 8
left_child=3 17 10 4 5 -1 7 14 22 12 -3 -12 13 -8 15 -4 18 -2 29 20 -11 -14 -5 -6 -25 -16 -19 -13 -27 -9
right_child=1 2 6 8 23 -7 9 16 -10 19 11 27 21 -15 25 -17 -18 26 -20 -21 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.00019341326313806917 -0.00010174717770990327 -0.00030783427270513641 -9.5220986597048808e-05 1.4841999730563771e-05 -4.578575555420628e-05 1.3715145307742204e-05 3.3135582810928101e-08 5.1666751345642579e-05 4.6145601851108609e-05 2.9102877727567033e-05 0.0022063938628356541 -0.0001190302282896738 -4.8412733900704553e-06 0.00069575569809838817 2.2392784288882695e-06 -5.8177454466701311e-06 -1.4135572705384902e-05 1.6152878896562585e-05 1.3866335180630075e-05 2.3730354793869426e-05 -1.8267156125446606e-05 5.1514282060729497e-05 1.0772041743578598e-05 3.4081914094414854e-05 -3.2316763178776855e-05 -0.00012215661093200936 -0.00023849239322458972 -7.0018103227909022e-06 6.1226125518132337e-06 -5.1705884769504e-05
leaf_weight=67 130 43 136 43 28 75 59 46 26 162 27 79 679 56 179 88 59 40 234 25 27 78 137 127 26 53 34 53 28 79
leaf_count=67 130 43 136 43 28 75 59 46 26 162 27 79 679 56 179 88 59 40 234 25 27 78 137 127 26 53 34 53 28 79
internal_value=-2.05198e-05 -0.000582121 -0.000181736 0.00248148 0.000658683 -0.0020915 0.0002001 -0.000876232 0.00516129 0.00109389 -0.00375587 -0.002375 0.00045819 0.00365079 -0.00226263 -0.00408511 0.000745921 -0.00465116 0.0015 0.00372093 0.00284211 -7.8125e-05 0.0041989 0.0028125 0.00402597 -0.000590406 -0.0016 -0.00390977 -0.00365854 -0.00102941
internal_weight=2923 2394 2190 529 323 142 1988 902 206 1086 202 159 872 115 484 224 418 204 359 214 189 757 180 181 153 260 74 132 81 125
internal_count=2923 2394 2190 529 323 142 1988 902 206 1086 202 159 872 115 484 224 418 204 359 214 189 757 180 181 153 260 74 132 81 125
cat_boundaries=0 17 38 56 57 58 60 62 92 93 101
cat_threshold=131074 0 1711276032 795140 0 8192 33554432 8192 2048 16 8192 256 0 0 67108864 32 4224 268435472 2052 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 4096 0 0 33554432 2048 2147483648 268435457 33 8192 0 0 64 0 0 0 671088672 0 0 0 268435456 0 0 16 256 16811362 12 16916514 32 32772 2147484672 0 8 0 0 0 0 0 0 0 0 0 131076 8192 512 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4096 138 0 0 0 0 34 0 0 131072
is_linear=0
shrinkage=0.04


Tree=839
num_leaves=31
num_cat=10
split_feature=7 7 3 12 2 4 0 4 12 2 12 13 9 3 2 4 0 7 0 4 7 12 2 2 2 0 2 2 2 2
split_gain=2.51108 1.50236 1.42181 1.384 4.18392 1.02725 0.954779 0.831894 1.01409 0.909217 0.802555 1.33679 1.19524 1.71896 1.09989 1.03243 0.994467 0.995962 1.03749 0.7937 0.932748 0.784486 0.668783 1.00062 1.09929 0.639394 0.60493 0.599071 0.583195 0.580875
threshold=0 1 2017.5000000000002 2 18.500000000000004 1050.0000000000002 39.07500000000001 10347970000.000002 3 70.500000000000014 4 5 6 2002.5000000000002 38.500000000000007 133.00000000000003 30.500000000000004 7 16.750000000000004 19000.000000000004 8 9 65.500000000000014 27.500000000000004 16.500000000000004 12.250000000000002 19.500000000000004 75.500000000000014 4.5000000000000009 33.500000000000007
decision_type=9 9 10 9 10 8 10 8 9 8 9 9 9 8 8 10 10 9 10 8 9 9 10 10 10 8 10 8 8 10
left_child=2 5 3 4 -1 -2 -6 -7 9 -9 -3 14 13 -13 26 -15 17 18 -14 -5 -21 29 23 24 -22 -19 -12 -27 -23 -18
right_child=1 10 -4 19 6 7 -8 8 -10 -11 11 12 16 15 -16 -17 21 25 -20 20 22 28 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0013308732868700446 -3.824244607145033e-05 4.8428413923318208e-06 0.00024931504145214945 1.6743744230254266e-05 -1.7573014134022456e-05 4.7586995980424262e-05 -0.000181612220118339 1.1522203723934865e-05 1.2388182491136491e-05 -0.00028980684048825368 3.7123056457488704e-06 0.00058756256121434097 -3.285997810554164e-05 -8.450051540123127e-06 5.3797049491990381e-05 3.4700093331707647e-05 -2.5232733958304721e-05 -0.00018323020365123454 1.8949221047748212e-05 -1.8494789029901426e-05 -9.6116651118904886e-05 -0.00013301133301560242 -6.9201360218329452e-06 -0.00017326438952416367 4.5083066578399666e-06 5.1864229549707378e-05 -3.4284541925870829e-05 -1.3613271699846053e-05 -6.5258787224564688e-06 -0.00018239449977322408
leaf_weight=42 26 569 27 47 32 35 32 84 142 27 33 25 102 154 75 29 114 26 55 105 157 67 65 86 55 108 27 28 543 41
leaf_count=42 26 569 27 47 32 35 32 84 142 27 33 25 102 154 75 29 114 26 55 105 157 67 65 86 55 108 27 28 543 41
internal_value=-0.000189253 0.000430849 -0.00236722 -0.00279743 0.00136752 0.00295385 -0.00492308 0.00373702 0.00291339 -0.000163934 1.99302e-05 -0.000486787 -0.000890253 0.00182648 0.00315068 0.000543478 -0.00142466 0.0004375 -0.00178571 -0.00361217 -0.0041791 -0.00221932 -0.00508021 -0.00602007 -0.00450704 0.00254335 -0.000655738 0.00379562 -0.00148148 -0.0046988
internal_weight=2958 2310 648 621 106 314 64 288 253 111 1996 1427 1292 208 135 183 1084 319 157 515 468 765 363 298 212 162 60 136 610 155
internal_count=2958 2310 648 621 106 314 64 288 253 111 1996 1427 1292 208 135 183 1084 319 157 515 468 765 363 298 212 162 60 136 610 155
cat_boundaries=0 18 35 36 38 39 40 42 50 67 69
cat_threshold=268582913 268435505 67108864 512 589824 0 0 536879104 65536 9264 8224 2097280 16 268435456 0 0 16 256 2 128 1610883072 2621440 32 0 0 268435456 0 0 32768 320 128 0 0 0 1073741952 68608 32770 32 17883136 8 1073741824 52 0 0 0 4 0 0 0 131072 0 0 0 0 0 0 0 0 0 8192 0 128 16 268435456 0 0 16 288 32
is_linear=0
shrinkage=0.04


Tree=840
num_leaves=31
num_cat=10
split_feature=7 3 8 2 5 11 2 7 2 6 2 0 2 7 2 9 7 5 2 6 1 0 5 9 1 4 1 2 4 4
split_gain=3.07745 1.76887 0.907168 0.875122 0.820228 0.815947 2.41363 0.77643 0.718784 1.31712 1.17496 1.45871 1.08348 1.02914 1.21936 0.708284 0.988667 0.798314 1.0762 0.69415 2.1368 0.688856 0.662665 0.913478 0.623752 0.623193 0.700737 0.62211 0.588657 0.62497
threshold=0 2005.5000000000002 1 17.500000000000004 1.5000000000000002 2 34.500000000000007 3 31.500000000000004 4 43.500000000000007 9.5000000000000018 542.50000000000011 5 67.500000000000014 6 7 5.5000000000000009 23.500000000000004 8 3.5000000000000004 37.750000000000007 1.5000000000000002 9 5.5000000000000009 11.000000000000002 4.5000000000000009 67.500000000000014 481.00000000000006 8015305000.000001
decision_type=9 10 9 10 10 9 8 9 8 9 8 8 8 9 10 9 9 8 8 9 10 10 10 9 8 10 10 10 8 8
left_child=1 15 4 -3 21 6 -4 -7 9 22 -10 -12 13 27 -15 16 -1 -17 -19 20 -14 -2 23 24 -9 26 -21 -13 -11 -30
right_child=2 3 5 -5 -6 7 -8 8 10 28 11 12 19 14 -16 17 -18 18 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.7721330869377993e-05 1.7233070903728275e-05 1.0142406188471398e-05 -0.00020173095529116836 -5.6581810880089738e-05 1.442176864500766e-05 -7.1325696977808664e-05 2.0821914368838179e-05 -4.9928633029061591e-05 -9.7884743598513073e-05 0.00016052795208256753 -0.00021094928813095493 -6.10559410934286e-05 -0.00010434758580665005 4.3647695472941448e-05 4.968873717814404e-07 3.0956211341148787e-06 1.7559627141103818e-05 1.211273309600358e-05 0.00079493247949109509 2.7541718558552475e-05 0.0018486042764032718 -1.6156324316796144e-06 6.5981158827881366e-05 8.6553873748229648e-06 8.6478748859164516e-06 -0.00040641565274839308 -0.00043614563323778554 1.169242757512734e-06 -0.00012171240309868382 -1.7352319275047988e-05
leaf_weight=113 46 26 60 49 30 118 51 76 146 26 38 55 85 92 218 102 132 63 42 25 32 179 39 414 30 29 51 71 63 414
leaf_count=113 46 26 60 49 30 118 51 76 146 26 38 55 85 92 218 102 132 63 42 25 32 179 39 414 30 29 51 71 63 414
internal_value=-2.05761e-05 0.00271375 -0.000633597 -0.00289474 0.00157895 -0.000904851 -0.00409836 -0.000708313 -0.000501305 0.000188147 -0.00137604 -0.000688666 -0.000242792 0.000915332 0.00211838 0.00370861 0.00195312 0.00541284 0.00811321 -0.00251121 -0.00015625 0.00079646 0.00150877 0.00115163 -0.00205128 -0.00465517 -0.00311688 -0.0020438 -0.00128405 -0.0016318
internal_weight=2915 527 2388 75 255 2133 111 2022 1904 1062 842 696 658 436 310 452 245 207 105 222 117 225 559 520 106 105 76 126 503 477
internal_count=2915 527 2388 75 255 2133 111 2022 1904 1062 842 696 658 436 310 452 245 207 105 222 117 225 559 520 106 105 76 126 503 477
cat_boundaries=0 18 45 47 63 64 72 74 92 93 95
cat_threshold=2 128 1610874880 788480 0 2 0 805314560 2048 8208 32768 256 0 0 0 0 1073746048 384 0 12 4 0 8192 0 0 2147483648 0 0 0 2048 10240 0 0 0 0 0 4096 0 0 0 0 8 0 0 64 2214608896 2147483648 16385 32 34603008 2097152 0 134217728 0 0 0 0 0 0 0 0 0 32 328 0 0 0 0 0 0 131072 131072 0 10272 0 128 1073741824 0 0 0 0 536870912 0 0 0 0 0 0 0 0 4096 128 28 0 20484
is_linear=0
shrinkage=0.04


Tree=841
num_leaves=31
num_cat=16
split_feature=7 7 12 7 10 2 12 9 2 2 0 2 2 2 1 7 15 6 2 12 13 3 2 2 16 0 11 6 0 12
split_gain=3.93756 1.81492 1.2855 1.27788 1.26449 1.10232 1.4933 1.89664 1.05878 1.0516 1.27081 1.37944 1.01681 1.12586 0.965505 0.957533 0.986574 0.874775 0.815277 0.796475 0.795715 0.714748 0.70805 0.855112 0.693805 0.679235 0.668653 1.46746 1.35281 1.32597
threshold=0 1 2 3 4 220.50000000000003 5 6 83.500000000000014 414.00000000000006 36.400000000000006 11.500000000000002 70.500000000000014 54.500000000000007 5.5000000000000009 7 8 9 17.500000000000004 10 11 2003.5000000000002 17.500000000000004 25.500000000000004 12 40.250000000000007 13 14 39.07500000000001 15
decision_type=9 9 9 9 9 8 9 9 8 10 10 8 10 10 8 9 9 9 8 9 9 8 10 10 1 8 9 9 10 9
left_child=2 9 -1 18 8 6 12 15 -3 10 24 -12 13 17 -5 -8 26 22 -4 -9 -19 -7 -6 -24 -2 -23 27 -17 29 -28
right_child=1 4 3 14 5 21 7 19 -10 -11 11 -13 -14 -15 -16 16 -18 20 -20 -21 -22 25 23 -25 -26 -27 28 -29 -30 -31
leaf_value=1.5535120910854516e-05 5.1052483903077925e-05 -1.6475345515800653e-05 -5.4456512257736733e-05 2.4256869945915585e-06 5.2796603533522557e-06 -2.9956611660750809e-05 -9.9697949789856465e-06 -4.8084759811217735e-06 -0.00029424036724876149 -0.00081666078042282216 -0.0003926122363124307 -1.2302182582111243e-05 -2.8041429360570191e-05 2.1231969991823974e-05 0.00026661500714418194 -4.9543402530716212e-06 -1.5396623806616107e-05 -0.00011684390697475067 1.3573087123575078e-06 -7.4297605064188596e-05 -4.7589515924784112e-06 2.7564293613977497e-05 -0.00018008820752115183 -1.5164359679360473e-05 -7.709191264950733e-05 0.00032375247968428059 2.9883928094243119e-05 5.1115854842436191e-05 0.00092486075504687908 6.8251600929158937e-07
leaf_weight=331 25 109 40 122 179 32 113 125 60 25 59 112 63 34 37 202 114 159 88 109 102 114 31 86 35 42 106 116 47 142
leaf_count=331 25 109 40 122 179 32 113 125 60 25 59 112 63 34 37 202 114 159 88 109 102 114 31 86 35 42 106 116 47 142
internal_value=0.000114865 -0.000637755 0.00292528 0.000872483 -0.00023855 6.2273e-05 -0.000254482 0.000663594 -0.00344444 -0.00374532 -0.00301724 -0.00476744 -0.00174436 -0.00125 0.00317647 0.00155112 0.00208672 -0.00168459 -0.00201439 -0.00244898 -0.00330882 0.00296296 -0.000130293 -0.00254237 0.00196721 0.00407643 0.00272436 0.00133739 0.00411765 0.00305221
internal_weight=2959 2341 618 287 2085 1916 1728 1074 169 256 231 171 654 591 159 840 727 557 128 234 261 188 296 117 60 156 613 318 295 248
internal_count=2959 2341 618 287 2085 1916 1728 1074 169 256 231 171 654 591 159 840 727 557 128 234 261 188 296 117 60 156 613 318 295 248
cat_boundaries=0 18 36 38 55 56 58 60 69 70 71 72 73 74 76 77 78
cat_threshold=2 16 603979776 8708 32 134225922 0 536879104 2048 134217728 8192 320 0 268435456 67108864 32 4224 256 268435456 268435457 33554432 2097152 2 64 0 0 33554432 8192 32 0 16 0 0 0 16 128 1155074 2 0 0 0 4 0 0 0 0 2048 0 0 0 0 0 0 0 4096 17 67176450 2 0 18436 0 128 0 0 0 0 0 0 65536 2223505408 216 16826432 10 2 32772 1024 266 188672
is_linear=0
shrinkage=0.04


Tree=842
num_leaves=31
num_cat=9
split_feature=8 11 12 0 2 12 17 6 0 2 12 3 4 4 2 2 2 0 9 0 3 2 2 2 0 2 4 5 12 3
split_gain=2.18655 1.52176 1.37383 1.20269 2.24124 1.16624 0.952647 0.975929 1.56647 1.58554 1.22768 1.21584 0.93194 2.00793 1.32904 0.921878 0.907635 1.18475 0.891289 0.887841 0.803494 0.791622 0.775983 0.748372 0.968303 0.723856 0.719506 0.7222 0.694546 1.62404
threshold=0 1 2 32.500000000000007 12.500000000000002 3 4 5 27.750000000000004 321.00000000000006 6 2001.5000000000002 6670500000.000001 1317685000.0000002 45.500000000000007 689.50000000000011 10.500000000000002 47.250000000000007 7 37.750000000000007 2003.5000000000002 4.5000000000000009 7.5000000000000009 3.5000000000000004 40.250000000000007 77.500000000000014 73462200.000000015 3.5000000000000004 8 2001.5000000000002
decision_type=9 9 9 10 10 9 9 9 8 8 9 8 10 10 8 10 10 10 9 10 8 10 10 10 10 8 8 8 9 10
left_child=1 3 -3 5 -5 -1 12 10 -9 16 19 -12 13 14 -2 -11 17 21 26 -8 -18 -10 -23 -20 -25 -21 -4 -28 29 -13
right_child=6 2 18 4 -6 -7 7 8 9 15 11 28 -14 -15 -16 -17 20 -19 23 25 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=6.3288620105339532e-06 -5.4650459126577293e-05 -4.807912629516409e-06 -4.1097991494254418e-05 -0.00011031186028198192 4.7255294605008654e-06 -1.174690675817658e-05 -1.5916578888948152e-05 -6.3031636125998597e-05 1.5237932725398197e-07 6.8333633416024504e-05 -0.00014177211776619458 -4.7820965047762341e-06 1.4913716074431705e-05 -0.00023095206134890134 -6.3866835272818889e-05 -8.1147426328698207e-07 5.7557091095006285e-05 -3.9931550771044048e-05 4.1419225161476447e-06 -3.1812909956130397e-05 -2.3891394930899424e-05 0.00024330250869997628 1.1754401847809959e-05 1.8272959470309048e-05 5.4213513586205408e-05 -0.00043938714462910867 1.3117122526651316e-05 -2.7402551405799614e-05 -1.1079178730284411e-05 0.0002259770738071154
leaf_weight=207 47 111 31 39 62 275 79 71 94 58 55 82 41 25 177 28 45 39 38 116 335 72 87 222 33 33 44 48 339 31
leaf_count=207 47 111 31 39 62 275 79 71 94 58 55 82 41 25 177 28 45 39 38 116 335 72 87 222 33 33 44 48 339 31
internal_value=-0.000148398 0.00124888 0.0027881 -0.00016835 -0.00411765 0.000662526 -0.000986595 -0.000584127 0.000357143 0.000895916 -0.00163539 -0.000501931 -0.00305648 -0.00408 -0.00284444 0.00597701 0.000237741 0.00191126 0.00384075 -0.00401674 -0.00104987 0.00291339 0.004625 0.00506579 0.00601563 -0.006 0.000746269 0.00258065 0.0001766 0.00274194
internal_weight=2964 1110 527 583 101 482 1854 1564 829 758 735 507 290 249 224 86 672 292 416 228 380 253 159 293 255 149 123 92 452 113
internal_count=2964 1110 527 583 101 482 1854 1564 829 758 735 507 290 249 224 86 672 292 416 228 380 253 159 293 255 149 123 92 452 113
cat_boundaries=0 29 32 34 35 36 37 38 40 42
cat_threshold=1073741824 2058 4 134217728 2147483648 0 262144 0 1 0 0 2048 8192 1048576 0 0 0 0 0 10240 384 0 16777216 0 0 16384 68 0 524416 32800 1024 524288 84951296 2 16884002 34 262 142624 0 4132 67174464 2
is_linear=0
shrinkage=0.04


Tree=843
num_leaves=31
num_cat=11
split_feature=7 3 12 7 12 12 0 0 0 6 12 3 12 1 3 3 4 7 0 1 6 3 0 0 4 4 4 6 1 0
split_gain=3.20604 1.53027 1.48789 1.28372 1.10493 0.994328 1.29718 0.954237 0.713477 0.679968 1.91872 1.01211 0.883682 0.838695 0.831693 0.780103 0.632073 0.547792 0.703911 0.662965 0.627147 1.24213 0.570281 0.464185 0.459564 0.511159 0.574276 0.573167 0.455325 0.450721
threshold=0 1995.5000000000002 1 2 3 4 47.250000000000007 37.750000000000007 36.400000000000006 5 6 2008.5000000000002 7 2.5000000000000004 2007.5000000000002 1998.5000000000002 1514.5000000000002 8 40.250000000000007 5.5000000000000009 9 2016.5000000000002 38.20000000000001 44.07500000000001 16000.000000000002 2772799500.0000005 18214475000.000004 10 5.5000000000000009 50.425000000000004
decision_type=9 10 9 9 9 9 8 10 10 9 9 8 9 10 10 10 8 9 10 8 9 8 10 10 8 8 8 9 8 10
left_child=1 2 7 4 -2 17 9 -1 28 11 14 15 13 -13 16 -7 -11 19 20 -5 21 -19 -23 -10 -14 -26 -27 -28 -4 -8
right_child=3 -3 8 5 -6 6 29 -9 23 10 -12 12 24 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=1.399597174319922e-05 5.6371484781791996e-06 -9.1282131985792603e-06 1.6011525571357766e-06 6.7124965916320887e-06 -3.9368433533866209e-05 -1.2906061247690559e-05 6.6319342785945421e-05 0.00016470030959496286 -8.9995517559415811e-06 -0.00017917178002242908 -6.8101409961585096e-05 1.2800696602681682e-05 4.4097320586899968e-06 -8.980650688528158e-07 0.00011050429237705829 -0.0011660373547711345 8.6712305989777864e-06 0.00029278535410661279 -4.1929328782117638e-05 0.00034409275212922809 -3.7208857160209163e-06 -1.27109517933377e-07 3.3257034907521186e-05 0.00017241127858810045 -0.00022171397889493962 7.2578868454975518e-05 -3.9596551718155128e-05 -0.00014894277411521274 4.5334465910045194e-05 -1.1885282360069028e-06
leaf_weight=39 102 113 54 122 298 25 47 67 122 27 137 28 39 154 55 27 215 42 101 41 273 149 54 34 25 34 284 153 27 30
leaf_count=39 102 113 54 122 298 25 47 67 122 27 137 28 39 154 55 27 215 42 101 41 273 149 54 34 25 34 284 153 27 30
internal_value=-0.000301473 0.0027409 0.00412791 -0.000873433 -0.00291971 -0.000463097 -0.0011464 0.00786325 0.00201613 -0.00147841 -0.000179775 -0.00217949 -0.00181058 0.000621762 0.00162338 -0.00754717 0.000658436 0.000655738 9.52381e-05 0.00264368 0.000693642 0.00210938 0.000882353 0.000509554 -0.00260073 -0.00297787 -0.00266949 -0.00305936 0.00512195 0.00384615
internal_weight=2918 456 343 2462 400 2062 1280 106 237 1203 434 769 717 182 297 52 242 782 619 163 518 245 203 156 535 496 471 437 81 77
internal_count=2918 456 343 2462 400 2062 1280 106 237 1203 434 769 717 182 297 52 242 782 619 163 518 245 203 156 535 496 471 437 81 77
cat_boundaries=0 17 19 36 37 39 40 42 43 60 61 62
cat_threshold=268435456 144 1073741824 526852 524320 134217730 33554432 536879104 33554432 134217728 0 256 144 0 0 0 128 92160 32 2 268435457 101711872 0 0 8192 0 0 65536 8224 0 64 0 0 0 32 16 34880 83943712 2 154 66 32 197632 0 0 0 0 2 0 131072 0 0 0 0 128 0 0 0 0 4096 200 24
is_linear=0
shrinkage=0.04


Tree=844
num_leaves=31
num_cat=17
split_feature=7 8 7 3 12 5 12 7 6 3 13 3 9 1 17 3 12 11 7 1 6 1 3 1 3 16 16 3 3 12
split_gain=2.48817 2.04891 1.67744 1.60394 0.939577 0.861925 0.807434 1.49278 1.18577 1.36509 0.958836 0.89542 0.776894 1.16402 0.752597 0.732551 0.706814 0.67879 0.60471 0.594803 0.585123 1.51128 0.54017 0.516775 0.490556 0.476005 0.469285 0.464635 0.568378 0.426462
threshold=0 1 2 2017.5000000000002 3 1.5000000000000002 4 5 6 2000.5000000000002 7 2020.5000000000002 8 5.5000000000000009 9 2008.5000000000002 10 11 12 5.5000000000000009 13 5.5000000000000009 2009.5000000000002 2.5000000000000004 1989.5000000000002 14 15 2017.5000000000002 2012.5000000000002 16
decision_type=9 9 9 8 9 8 9 9 9 10 9 8 9 8 9 8 9 9 9 8 9 8 10 10 10 1 1 10 10 9
left_child=4 12 3 -3 -1 -4 8 15 10 17 24 27 22 -14 -13 -8 -16 25 -6 -12 23 26 -2 -18 -7 -10 -22 28 -9 -19
right_child=1 2 5 -5 18 6 7 11 9 -11 19 14 13 -15 16 -17 20 29 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.7456759956455698e-06 -2.0230059882919706e-05 -8.1122806117406307e-06 -3.6324429563450165e-05 1.6808723740737719e-05 -9.4753778265754816e-06 0.00015434261938132465 1.0841458781811752e-05 -2.3738800671964099e-05 -9.8141971405141246e-06 5.5045320358928505e-05 0.00014866777838509648 -1.7575628496828698e-05 -1.5008769314235338e-05 6.9007802351457313e-05 -1.7151299488915584e-06 -0.00015633467218329145 2.3131130697819913e-05 1.9208000612067624e-05 -4.657300318033464e-05 1.5840893863767747e-05 -7.7814482937093037e-05 2.7434937647932146e-05 -8.6918288109529842e-05 0.0017526162894360908 -6.5377353563107483e-05 -5.1365420929982974e-06 4.3455391487512431e-06 -7.2774610341639349e-05 4.3233826952615574e-06 -5.1716133820889353e-06
leaf_weight=114 182 26 165 89 135 75 33 135 107 73 96 140 104 26 174 83 27 117 324 27 78 62 33 93 35 31 100 37 26 213
leaf_count=114 182 26 165 89 135 75 33 135 107 73 96 140 104 26 174 83 27 117 324 27 78 62 33 93 35 31 100 37 26 213
internal_value=-0.000297197 0.000275229 0.000759864 0.0052381 -0.00263699 0.000464396 0.000726035 -4.004e-05 0.00168153 0.000615942 0.00401639 0.000543601 -0.00252809 0 0.00124444 -0.00409449 0.00190826 -0.000170576 -0.00344681 0.00641791 0.00291105 0.00159363 -0.0039823 0.00519084 0.000991736 -0.00241611 -0.000223464 -0.00180905 -0.000864198 0.000821114
internal_weight=2960 2387 2042 115 573 1927 1762 988 774 541 233 872 345 130 674 116 534 468 459 123 360 240 215 120 110 138 178 198 161 330
internal_count=2960 2387 2042 115 573 1927 1762 988 774 541 233 872 345 130 674 116 534 468 459 123 360 240 215 120 110 138 178 198 161 330
cat_boundaries=0 16 46 61 62 64 81 82 83 85 86 87 88 104 105 106 107 108
cat_threshold=268451840 49 101711872 524292 524290 2 0 536870912 65536 268435456 32800 128 16 0 0 32 0 6 4 0 0 1 0 2147483648 1 0 0 0 2048 0 0 4096 0 0 33558528 8192 0 0 4194304 0 0 16384 4 0 0 4096 0 128 536870912 0 0 134217728 0 268435456 33554432 0 8192 0 0 0 67108864 83953664 116800 34 3 0 8192 0 0 0 0 0 2048 0 0 0 0 0 0 0 4112 338 2 0 26624 11 67117312 16388 0 0 0 4 2 0 0 0 0 0 0 128 0 0 0 32 196 2 2 81920
is_linear=0
shrinkage=0.04


Tree=845
num_leaves=31
num_cat=12
split_feature=8 9 12 17 8 2 5 2 8 0 0 0 3 0 11 2 2 6 3 18 11 2 0 2 2 2 2 6 8 0
split_gain=2.29156 1.54121 0.861191 1.20794 0.829866 1.14037 0.872882 0.858524 0.959054 0.879416 0.806956 0.77499 0.75337 0.89999 1.32351 1.19524 1.10434 0.865018 2.18143 0.800108 0.803727 1.13645 1.24344 0.734476 1.09907 0.631241 0.619878 0.607952 0.591253 0.854703
threshold=0 1 2 3 4 9.5000000000000018 4.5000000000000009 298.50000000000006 5 47.750000000000007 42.250000000000007 40.250000000000007 1999.5000000000002 10.500000000000002 6 38.500000000000007 45.500000000000007 7 2007.5000000000002 8 9 19.500000000000004 35.600000000000009 2.5000000000000004 5.5000000000000009 17.500000000000004 4.5000000000000009 10 11 36.900000000000006
decision_type=9 9 9 9 9 10 8 10 9 8 10 10 10 10 9 10 10 9 10 9 9 10 10 10 10 8 8 9 9 8
left_child=-1 26 28 11 5 -5 -7 8 -6 10 12 -4 13 -10 16 19 23 18 -14 -16 -21 22 -22 -15 -25 -24 -2 -26 -3 -30
right_child=1 2 3 4 7 6 -8 -9 9 -11 -12 -13 17 14 15 -17 -18 -19 -20 20 21 -23 25 24 27 -27 -28 -29 29 -31
leaf_value=7.2612266552596341e-06 -0.0001874887248210655 -2.0705717096234368e-05 -0.00013870928157142971 0.00017750936458259758 -1.7886513168932083e-05 -5.3748660296228936e-05 2.6230404156066813e-05 3.5931593723788069e-05 -4.5604142461712626e-05 3.952149455002996e-05 -4.3201785119464378e-05 -6.303867981714007e-06 0.0007225344069352246 -0.00029295807868749078 0.00011131323231236223 -6.8329167020308998e-06 5.9906000370162362e-05 2.9188253178062952e-05 -7.6843568860347495e-05 1.7432108455111006e-05 -0.00010477283509942481 -1.7703273330909043e-05 2.7100881554567024e-05 3.2793545131966087e-05 -2.7871400551404691e-06 0.00025037645693473112 -4.4921623002664999e-05 -0.00010783980112957892 -8.5308006785496105e-05 4.2011607317959946e-06
leaf_weight=335 25 145 72 30 153 38 41 85 99 61 119 57 34 34 30 190 83 117 80 173 33 44 42 55 120 31 163 134 75 211
leaf_count=335 25 145 72 30 153 38 41 85 99 61 119 57 34 34 30 190 83 117 80 173 33 44 42 55 120 31 163 134 75 211
internal_value=-0.000226804 -0.000634429 -0.000350438 1.01729e-05 0.00028307 0.0035 0.00125 5.78704e-05 -0.000146969 0.000174497 -2.81889e-05 -0.00357143 0.000261538 -0.000187091 0.000185567 0.00148014 -0.00146453 0.00232759 -0.00032 0.00288136 0.00228395 0 0.00224299 -0.0025 -0.00187097 0.00513514 -0.0040201 -0.00298039 -0.0019457 -0.000808081
internal_weight=2909 2574 2386 1955 1826 109 79 1717 1632 1479 1418 129 1299 1068 969 543 426 231 114 353 323 150 106 343 309 73 188 254 431 286
internal_count=2909 2574 2386 1955 1826 109 79 1717 1632 1479 1418 129 1299 1068 969 543 426 231 114 353 323 150 106 343 309 73 188 254 431 286
cat_boundaries=0 26 28 29 30 59 86 89 90 91 92 93 116
cat_threshold=1342177280 2056 0 134217728 2147483648 0 0 2147483648 1 32768 0 2048 8256 1024 0 0 0 0 0 0 0 524288 0 0 0 49152 128 48 67112000 33 0 0 0 0 0 0 262144 0 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 0 0 0 524288 0 4 0 0 65536 1 0 0 0 0 0 131072 0 0 0 0 0 0 33554432 8192 256 0 0 0 0 0 64 16388 2147483648 524288 340 4 32800 330 0 0 0 0 0 0 262144 0 0 0 0 0 2048 0 0 0 0 0 0 0 128 0 16777216
is_linear=0
shrinkage=0.04


Tree=846
num_leaves=31
num_cat=14
split_feature=8 7 6 0 12 8 7 12 6 6 12 3 6 4 5 0 3 7 1 0 1 4 3 0 11 0 0 12 3 4
split_gain=2.59453 2.05784 1.36266 1.22816 0.794207 1.66248 0.777254 1.61042 1.23957 1.12017 0.949737 0.883416 0.868775 0.830723 0.817741 0.738974 0.715557 0.690944 0.949201 0.868334 0.658654 0.597139 0.595887 0.580453 0.45671 0.55523 0.625529 0.44755 0.4475 0.433468
threshold=0 1 2 43.175000000000004 3 4 5 6 7 8 9 2008.5000000000002 10 5965.0000000000009 10.500000000000002 10.500000000000002 2016.5000000000002 11 5.5000000000000009 39.07500000000001 5.5000000000000009 3550.0000000000005 2011.5000000000002 40.675000000000004 12 16.750000000000004 32.500000000000007 13 2018.5000000000002 7470085000.000001
decision_type=9 9 9 10 9 9 9 9 9 9 9 10 9 10 8 10 8 9 8 10 8 8 8 10 9 10 10 9 10 8
left_child=3 2 17 -1 24 15 8 11 29 22 16 12 -8 14 21 -6 -11 18 -2 -19 -10 -12 -9 -15 -4 -26 -27 -17 -16 -3
right_child=1 6 4 -5 5 -7 7 9 20 10 13 -13 -14 23 28 27 -18 19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=1.4916809043015178e-05 -7.512964342666351e-06 2.4064915826045309e-05 -2.2530035082013457e-08 -3.1848331663013599e-05 -9.2100809632711394e-05 -4.5582662274625818e-05 8.963139029791734e-05 -2.981040260010559e-06 -0.00013271758285789305 0.00021884573619814773 -0.0002544827188057397 -0.00026622274815757407 -4.4243264972720907e-06 9.4728979291467395e-05 -1.7485433793247298e-05 1.1929723186945296e-05 2.0959141112086854e-06 -7.1463569064178499e-07 5.686032862755042e-06 8.7538749000515284e-05 -2.3867937419339568e-05 -4.9701324800999204e-05 -9.8419052384954861e-05 -2.8269906232480936e-06 2.8526894152314244e-05 -3.0250689721995629e-05 3.4532028983775829e-05 -2.6059686881296783e-07 8.6735202921062192e-06 -7.1198867468353909e-05
leaf_weight=283 56 27 195 49 47 219 102 51 77 29 26 27 107 32 426 126 110 25 50 91 27 118 227 48 30 27 107 125 35 81
leaf_count=283 56 27 195 49 47 219 102 51 77 29 26 27 107 32 426 126 110 25 50 91 27 118 227 48 30 27 107 125 35 81
internal_value=-0.000362295 -0.000782249 0.000541028 0.00291545 -0.000180383 -0.00117424 -0.00171685 -0.00133432 -0.00394619 -0.00197664 -0.0011976 0.00161943 0.00257143 -0.00181034 -0.00234323 0.000776699 0.00173333 0.0032618 0.000683761 0.00535433 -0.00695652 -0.00496552 -0.00415225 0.00197531 0.00124324 0.00274286 0.00177778 0.00166667 -0.00151515 -0.000672269
internal_weight=2980 2648 1098 332 876 517 1550 1338 212 1102 824 236 209 685 605 298 139 222 106 116 104 144 278 80 359 164 134 251 461 108
internal_count=2980 2648 1098 332 876 517 1550 1338 212 1102 824 236 209 685 605 298 139 222 106 116 104 144 278 80 359 164 134 251 461 108
cat_boundaries=0 29 47 48 49 72 89 91 92 93 94 95 112 113 114
cat_threshold=1342177296 8 0 134217728 2147549184 0 0 0 1 32768 0 2048 64 0 0 0 0 0 4096 0 2147483648 0 0 8 0 0 4 0 524416 2 1 1073741824 2099204 524290 134217728 131072 268574720 65536 0 8224 256 16 0 67108864 32 1073746048 32768 400 16982336 0 0 0 0 0 0 0 0 0 0 0 0 2048 0 0 4096 0 0 0 0 256 0 16777216 0 128 262144 0 0 64 0 0 33554432 32 0 128 0 268435456 0 0 16 68159488 34 92 12 147744 340 0 0 0 2097152 2 0 0 0 0 0 8192 0 0 0 0 0 4096 32 67160066
is_linear=0
shrinkage=0.04


Tree=847
num_leaves=31
num_cat=13
split_feature=7 1 12 11 7 12 12 0 3 1 1 0 0 5 3 9 1 6 3 12 9 12 17 0 11 0 1 3 0 0
split_gain=4.23936 2.00764 1.79168 1.93917 1.57317 1.84603 1.83351 1.20918 1.00603 0.998244 0.74404 0.630721 0.598079 0.661924 0.551252 0.586307 0.532093 0.5128 1.18835 0.888538 0.672656 0.507787 0.590971 0.5741 0.715799 0.514549 0.506681 0.484205 0.380911 0.372024
threshold=0 3.5000000000000004 1 2 3 4 5 29.500000000000004 2002.5000000000002 6.5000000000000009 5.5000000000000009 35.250000000000007 44.07500000000001 5.5000000000000009 2013.5000000000002 6 5.5000000000000009 7 2009.5000000000002 8 9 10 11 23.500000000000004 12 35.850000000000009 5.5000000000000009 2003.5000000000002 10.500000000000002 32.500000000000007
decision_type=9 8 9 9 9 9 9 10 8 8 8 10 10 8 8 9 10 9 10 9 9 9 9 8 9 10 8 10 10 10
left_child=2 28 8 -4 5 -3 9 -5 -1 14 -7 -9 17 -14 -6 16 -16 18 19 -8 26 -22 -23 -24 27 -26 -19 -25 -2 -18
right_child=1 4 3 7 6 10 12 11 -10 -11 -12 -13 13 -15 15 -17 29 20 -20 -21 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=5.5197493310643611e-06 2.7604761008603873e-05 3.642213255226068e-06 -4.3283270194756087e-05 9.4230499505698615e-05 1.36935461952703e-06 -5.816361575874396e-05 -5.8663599417272393e-05 -3.2731581214804348e-05 2.5461117904654883e-05 5.4585915482618932e-06 -4.0002997015520234e-06 8.9779021179481331e-06 0.00010853911590700704 8.6343218753626168e-06 -1.9042945530252098e-05 -0.00011019410219418547 -4.4022093427287247e-06 4.5336640395490239e-05 0.00014447408425418472 -4.4086198580117757e-06 -1.8002339681544301e-05 0.00014117237364565937 2.989601625422722e-06 -1.3411154005353865e-05 -1.2676743809620916e-05 -0.00013614404435799088 -1.4072306696668591e-05 0.00013868860263386296 0.0012867808171432671 1.3144383433427721e-05
leaf_weight=26 106 146 102 63 78 202 115 39 134 37 70 97 25 125 228 109 27 99 42 135 298 105 186 83 62 70 30 26 25 26
leaf_count=26 106 146 102 63 78 202 115 39 134 37 70 97 25 125 228 109 27 99 42 135 298 105 186 83 62 70 30 26 25 26
internal_value=-4.11382e-05 -0.000705596 0.0034322 0.00147436 -0.000980645 -0.00317016 -0.000479917 0.00371429 0.00678363 -0.00251938 -0.00508834 0.00175182 0.000269122 0.00264901 -0.00307036 -0.00368286 -0.00239726 -1.59744e-05 -0.00145215 -0.0025498 0.00043299 0 0.000736648 4.56621e-05 -0.00123967 -0.00307692 0.003 0.00116667 0.00409091 0.00111111
internal_weight=2916 2455 461 301 2324 418 1906 199 160 505 272 136 1401 150 468 390 281 1251 292 250 959 830 532 427 241 132 129 109 131 53
internal_count=2916 2455 461 301 2324 418 1906 199 160 505 272 136 1401 150 468 390 281 1251 292 250 959 830 532 427 241 132 129 109 131 53
cat_boundaries=0 18 19 22 39 40 41 43 44 45 47 49 50 51
cat_threshold=131072 144 1610612736 8192 524320 64 0 805314560 2048 8192 8192 2097152 128 0 67108864 32 128 256 73730 4 512 524288 268435457 268435457 33554432 526848 2 0 0 0 33619968 134217760 0 64 16 268435456 0 0 1073741824 167008 67306560 0 6144 132 258 256 16416 1056770 2 56 4
is_linear=0
shrinkage=0.04


Tree=848
num_leaves=31
num_cat=17
split_feature=7 9 17 6 11 7 8 4 11 12 12 13 6 0 12 0 0 1 1 12 15 4 9 1 0 0 11 4 0 0
split_gain=3.34463 1.04846 1.11044 1.62925 1.04132 0.965553 1.13963 1.45222 1.31728 1.13125 0.872718 0.79258 1.02178 0.762284 0.739643 0.709893 0.998182 0.695698 0.66012 1.10132 0.627274 0.731883 0.559684 0.649697 0.48371 0.437784 0.432244 0.409622 0.373999 0.369804
threshold=0 1 2 3 4 5 6 561120000.00000012 7 8 9 10 11 33.175000000000004 12 44.07500000000001 47.750000000000007 1.0000000180025095e-35 5.5000000000000009 13 14 5965.0000000000009 15 4.5000000000000009 29.500000000000004 24.500000000000004 16 7085990000.000001 40.250000000000007 37.750000000000007
decision_type=9 9 9 9 9 9 9 10 9 9 9 9 9 10 9 8 10 10 8 9 9 8 9 10 10 10 9 8 10 10
left_child=1 2 27 13 24 22 8 9 10 15 -7 14 -13 -4 -11 17 -17 -8 19 -14 -19 -22 23 -6 -2 -23 -16 -1 -10 -28
right_child=4 -3 3 -5 5 6 7 -9 28 11 -12 12 18 -15 26 16 -18 20 -20 -21 21 25 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=2.4113288115330534e-05 -2.7821285839735311e-05 -4.9384772136562562e-07 7.0212899614219286e-06 1.777412418594082e-05 -7.6611754988817899e-05 -2.6238346014793026e-05 -0.00041167819912015348 -0.0001199994121746073 5.8833311930044373e-05 1.0264165949678272e-05 4.8996861239913873e-06 -1.5551101868354068e-05 -7.2014837320821811e-06 -2.1516295959358446e-05 1.2776071080722318e-06 0.00044819267331718037 -2.0260138612933078e-05 -2.3208484701235934e-05 5.0779957326696489e-05 0.00013427112084293924 -0.00086848703362086611 -1.6581227388421382e-05 -1.692118885117111e-05 -0.00012567020145972662 -0.00015679596403035846 1.7439359793556263e-05 -3.4642217937914668e-05 1.4788292225880184e-05 2.5711840226705362e-06 -4.3223994951731019e-05
leaf_weight=27 41 122 38 172 33 156 28 49 96 149 175 106 100 79 112 27 30 414 80 123 29 96 113 85 68 103 129 76 39 45
leaf_count=27 41 122 38 172 33 156 28 49 96 149 175 106 100 79 112 27 30 414 80 123 29 96 113 85 68 103 129 76 39 45
internal_value=-0.000231214 0.00266667 0.00367246 0.0022 -0.000853508 -0.000661512 -0.000381497 -0.000882894 0.00134172 -0.0006743 -5.84795e-05 0.000327485 0.00157143 -0.00140625 -0.000852018 -0.00181572 0.00241379 -0.00220566 0.00273885 0.00169643 -0.00192846 -0.000167364 -0.00305785 -0.00496124 -0.0045 0.0007 -0.0020202 0.00719298 0.00452055 -0.00324324
internal_weight=2940 514 392 289 2426 2317 2086 1620 466 1571 331 844 409 117 435 727 57 670 303 223 642 228 231 118 109 199 286 103 135 174
internal_count=2940 514 392 289 2426 2317 2086 1620 466 1571 331 844 409 117 435 727 57 670 303 223 642 228 231 118 109 199 286 103 135 174
cat_boundaries=0 17 19 20 21 23 41 68 71 73 75 76 77 78 79 80 82 83
cat_threshold=131074 128 1678778368 524288 0 8194 0 268435456 2048 16 0 256 8388736 0 67108864 32 4096 256 6148 26 260 2214592513 2148597760 0 268435456 0 2099712 65538 134217728 0 536870912 0 0 32 128 16 0 0 0 0 256 268435472 2048 0 0 0 1 262144 0 0 0 0 4 10240 512 0 0 0 0 4096 0 0 0 4194304 0 0 16384 64 4 1024 524288 67193890 2 131138 32 2 130 16810240 16941312 67108864 0 18432 4
is_linear=0
shrinkage=0.04


Tree=849
num_leaves=31
num_cat=9
split_feature=7 4 7 12 12 2 1 11 0 3 8 2 3 12 3 3 5 0 3 11 4 2 5 12 2 2 2 2 0 2
split_gain=3.75167 1.57364 1.55916 1.50845 1.43203 1.28643 1.01964 1.29616 0.999117 0.986821 0.962679 0.874359 0.932278 0.696146 0.88089 0.842733 0.922056 0.673583 0.617702 0.765642 1.11148 0.737022 0.715084 0.56376 0.970175 0.913684 0.814455 0.751269 1.15521 1.00762
threshold=0 1732015000.0000002 1 2 3 1.5000000000000002 5.5000000000000009 4 24.500000000000004 2013.5000000000002 5 510.50000000000006 2013.5000000000002 6 2005.5000000000002 2017.5000000000002 1.5000000000000002 35.600000000000009 2018.5000000000002 7 520.00000000000011 14.500000000000002 519.00000000000011 8 55.500000000000007 40.500000000000007 71.500000000000014 30.500000000000004 16.750000000000004 73.500000000000014
decision_type=9 10 9 9 9 10 8 9 10 10 9 8 10 9 8 8 10 10 10 9 10 8 8 9 10 8 10 10 10 10
left_child=1 5 3 8 6 -1 7 -4 -2 17 -6 12 -5 -7 -15 -16 -17 -9 19 -12 22 -22 -21 24 25 -24 -26 28 -25 -29
right_child=2 -3 4 11 10 13 -8 9 -10 -11 18 -13 -14 14 15 16 -18 -19 -20 20 21 -23 23 27 26 -27 -28 29 -30 -31
leaf_value=-0.00024991426168330833 2.6746956420069523e-05 5.1917926504359003e-05 -3.8992437804381556e-05 -7.3137018606601599e-05 3.2358121091036196e-05 5.503038322984821e-06 2.3563736918106314e-05 2.7102757423449477e-05 -1.1128957269903595e-05 -2.5208016538229573e-05 -4.149503515364472e-05 9.559560368899157e-07 0.00027338757011463599 -4.3858675159569319e-06 9.5225453780400934e-06 5.9815236048876845e-06 1.7142929997362445e-05 2.3329580618103309e-05 -5.5049655650343257e-05 -4.4927584016818404e-05 0.00024707971849466051 1.6741785401848119e-05 -9.6435711528641827e-06 2.3027739481520371e-05 0.00021316087574930977 -0.00028524435967909769 -6.7163625392652191e-06 -0.00013412935470292098 1.9563734587535464e-06 6.2993169788683193e-06
leaf_weight=26 39 37 107 266 133 163 122 63 73 29 123 59 25 40 30 165 28 180 94 103 32 59 229 54 31 42 65 88 366 79
leaf_count=26 39 37 107 266 133 163 122 63 73 29 123 59 25 40 30 165 28 180 94 103 32 59 229 54 31 42 65 88 366 79
internal_value=0 0.00316 -0.000639159 -0.00270613 -0.000149254 0.00256071 0.00167969 0.000684211 0.00130081 0.00212014 -0.000768721 -0.00398892 -0.005 0.00309133 0.00430657 0.00544643 0.00443299 0.00303279 -0.00109012 -0.00086478 -0.000517688 0.00369565 -0.000888469 -0.000544503 -0.00174603 -0.00301471 0.00164948 0.000234114 0.00114014 -0.00202381
internal_weight=2950 489 2461 462 1999 452 501 379 112 272 1498 350 291 426 263 223 193 243 1365 1271 1148 91 1057 954 367 271 96 587 420 167
internal_count=2950 489 2461 462 1999 452 501 379 112 272 1498 350 291 426 263 223 193 243 1365 1271 1148 91 1057 954 367 271 96 587 420 167
cat_boundaries=0 18 36 38 40 43 69 70 73 74
cat_threshold=268566530 128 1056768 2105344 524288 8194 0 536879104 33556480 134217744 8192 256 128 0 67108864 0 0 256 16385 33 67108864 524800 0 64 0 268435456 65536 268443648 0 192 0 0 0 32 144 640 16860160 2 148800 2 32 0 524288 0 0 0 0 2147483648 0 0 0 0 0 0 0 8192 512 0 0 0 0 4096 0 0 0 0 0 0 16384 1346 49152 0 524288 83961856
is_linear=0
shrinkage=0.04


Tree=850
num_leaves=31
num_cat=10
split_feature=7 7 3 13 9 8 1 0 0 4 3 0 0 3 4 11 1 3 11 4 6 6 0 7 3 4 1 3 4 0
split_gain=3.34328 2.08439 1.75105 1.75958 1.26237 1.3492 1.06649 0.969604 0.948543 0.826927 0.829899 0.759315 0.725961 0.673065 0.767778 0.994259 0.727477 0.700934 0.65278 0.886248 0.760107 0.599868 0.955319 0.598719 0.56083 0.540925 0.438041 0.418451 0.409786 0.486628
threshold=0 1 2013.5000000000002 2 3 4 5.5000000000000009 52.740000000000002 43.675000000000004 575.00000000000011 2002.5000000000002 30.500000000000004 27.250000000000004 2018.5000000000002 481.00000000000006 5 1.5000000000000002 1996.5000000000002 6 3215.5000000000005 7 8 26.500000000000004 9 2020.5000000000002 1514.5000000000002 4.5000000000000009 2002.5000000000002 45.000000000000007 37.750000000000007
decision_type=9 9 10 9 9 9 8 10 8 8 8 10 10 10 10 9 10 8 9 8 9 9 10 9 10 10 10 8 10 10
left_child=9 2 3 6 18 28 11 8 13 -1 -11 -2 -5 14 15 -7 -16 -17 19 -3 -21 -19 -23 -12 -15 -20 -24 -28 29 -6
right_child=1 4 -4 12 5 7 -8 -9 -10 10 23 -13 -14 24 16 17 -18 21 25 20 -22 22 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.7544981103833094e-05 -2.8847576819188703e-05 -6.0739819794441989e-05 0.00020855406810873944 2.2952719519970799e-05 1.1362723148522491e-05 4.9773131993546829e-05 -4.0552329070848716e-05 -0.00011242847149496526 2.876386113200624e-05 -3.1082162310269723e-06 1.0105238140667439e-05 -0.00075528842405411464 -2.1332231737645202e-05 -0.0001318606191460603 5.3239452331865777e-06 -0.00016240354407909052 -0.00030137134091098974 3.0116773717381308e-06 -7.1832173855312931e-05 -2.165876876418338e-05 2.5116226450947466e-05 -9.5929363804394537e-05 -9.4456969200038549e-05 1.1587596433848546e-05 5.9544138196088172e-07 -2.9652733195852932e-05 2.0989560288526832e-05 -4.2354297056235168e-06 6.0616932068207064e-05 9.7528081952447106e-06
leaf_weight=26 27 36 27 38 27 109 39 26 131 29 100 39 224 52 27 36 34 868 105 125 113 38 52 176 33 50 29 200 26 81
leaf_count=26 27 36 27 38 27 109 39 26 131 29 100 39 224 52 27 36 34 868 105 125 113 38 52 176 33 50 29 200 26 81
internal_value=-3.41997e-05 -0.000522474 -0.00316049 -0.00396739 -3.62155e-05 0.000438202 -0.00810345 0.000109356 0.000236025 0.00368421 0.00437908 -0.0119403 -0.00190476 -5.40906e-05 0.000157819 0.00036009 -0.00419355 1.62075e-05 -0.00195455 -0.000701754 0.000167364 0.000185185 -0.00127273 0.00505415 -0.00348837 -0.0039759 -0.000496454 0.00026087 0.00413793 0.00330275
internal_weight=2923 2592 394 367 2198 1769 105 1635 1609 331 305 66 262 1478 1393 1332 61 1223 429 274 238 1187 319 276 85 155 281 229 134 108
internal_count=2923 2592 394 367 2198 1769 105 1635 1609 331 305 66 262 1478 1393 1332 61 1223 429 274 238 1187 319 276 85 155 281 229 134 108
cat_boundaries=0 18 36 37 39 66 68 69 70 71 86
cat_threshold=131073 128 536879104 2097152 2 2 33554432 8192 33554432 134225920 0 256 128 0 67108864 0 0 256 0 1 0 2560 65568 64 0 0 65536 536870912 32 128 16 268435456 0 0 16 128 2 257 12320 1073741824 2056 0 0 0 0 262144 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 64 16384 1049600 32804 276 202 0 128 536870912 2097152 0 2 0 0 0 8192 0 0 0 0 67108864
is_linear=0
shrinkage=0.04


Tree=851
num_leaves=31
num_cat=8
split_feature=7 12 0 8 2 12 12 2 2 4 4 2 2 0 2 12 4 5 1 3 2 7 2 7 1 4 2 2 5 5
split_gain=3.3533 1.36506 1.90464 1.22456 1.5195 2.24792 1.05145 1.09813 1.04476 1.0028 0.915438 0.897243 0.884237 0.799669 1.12668 0.869032 1.06763 0.840908 0.780324 0.842216 0.818755 1.03843 0.772166 0.738304 1.13729 0.898207 0.901406 0.726521 0.720663 0.714752
threshold=0 1 29.500000000000004 2 24.500000000000004 3 4 6.5000000000000009 17.500000000000004 7250450000.000001 642496500.00000012 9.5000000000000018 49.500000000000007 48.175000000000004 22.500000000000004 5 6050.0000000000009 3.5000000000000004 5.5000000000000009 2019.5000000000002 69.500000000000014 6 2.5000000000000004 7 5.5000000000000009 21074995000.000004 33.500000000000007 11.500000000000002 3.5000000000000004 1.5000000000000002
decision_type=9 9 10 9 8 9 9 8 10 10 10 10 8 10 10 9 10 10 10 10 10 9 8 9 10 8 10 10 8 8
left_child=1 8 -3 4 11 -6 12 -8 -1 28 13 29 27 15 -15 -5 17 18 19 20 21 -17 -23 24 -7 -25 -27 -4 -9 -2
right_child=3 2 6 10 5 23 7 9 -10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-9.549962683486513e-05 -0.00062474468984166978 1.8729170416307283e-05 8.4165880565478801e-07 9.5397986218870304e-06 -7.8137792470478481e-05 -3.456274149861827e-05 0.00069301149139043615 3.5680541998672767e-05 3.4436230938084122e-06 0.00010106796044915711 -9.1528217306517949e-05 1.5942983309145121e-05 1.0932434566797155e-05 -0.00023574734737923819 6.7867733509174858e-06 1.5978171441588528e-05 4.7057174240521249e-05 -3.917226434687393e-05 1.6310981406455483e-05 -8.7940856148662763e-05 -9.1319357450601044e-05 -0.0011285686966333586 -2.1206495327277252e-05 0.00025499207553806967 1.3718478946493918e-05 3.8649336954392769e-05 -4.738520964053805e-07 -0.00012924491148019968 1.9872160811473803e-06 4.4546896924657633e-06
leaf_weight=35 26 92 26 238 228 85 37 29 76 25 57 209 69 32 28 109 33 26 112 45 129 36 620 25 26 35 95 27 167 163
leaf_count=35 26 92 26 238 228 85 37 29 76 25 57 209 69 32 28 109 33 26 112 45 129 36 620 25 26 35 95 27 167 163
internal_value=-0.000231214 0.00245791 0.00339545 -0.000903716 0.000265781 -0.00121212 0.00220472 0.00356877 -0.00147541 0.00261261 -0.00161247 0.00210526 -0.000902256 -0.00141945 -0.00590164 -0.00121572 -0.00167707 -0.00191095 -0.00173004 -0.00210638 -0.0018324 -0.00133159 -0.00191904 0.00129964 -0.00114754 0.00301205 0.00183206 -0.00481481 0.00162437 0.000105263
internal_weight=2940 583 472 2357 892 494 380 258 111 221 1465 398 122 1408 60 1348 1110 1077 1051 939 894 765 656 266 111 155 130 53 196 189
internal_count=2940 583 472 2357 892 494 380 258 111 221 1465 398 122 1408 60 1348 1110 1077 1051 939 894 765 656 266 111 155 130 53 196 189
cat_boundaries=0 18 19 48 50 52 53 66 74
cat_threshold=131072 144 536879104 2097156 0 134217794 0 268443648 2048 16 8192 384 0 268435456 67108864 0 1073741840 256 85084160 268435456 2060 4 0 0 1 0 0 0 0 0 131076 8192 512 0 0 0 0 0 0 2147483776 0 16777216 0 0 16384 68 0 524288 67168288 32 34048 32 16803072 2 0 1048576 0 0 0 131072 0 65536 0 0 0 16 0 0 0 0 34 0 0 131072
is_linear=0
shrinkage=0.04


Tree=852
num_leaves=31
num_cat=9
split_feature=8 2 12 8 8 2 12 17 2 2 4 2 6 2 0 5 12 2 2 2 2 2 0 0 2 1 2 2 6 2
split_gain=2.22106 1.45048 1.28934 2.06421 1.3277 1.08923 1.18156 1.03081 0.780545 1.39798 0.777816 0.756345 1.65332 0.93362 0.997273 0.817348 0.742379 1.71085 1.05847 0.739557 1.27597 0.669251 0.640341 0.611765 0.557037 0.520056 0.519784 0.501963 0.966842 0.536275
threshold=0 535.00000000000011 1 2 3 31.500000000000004 4 5 298.50000000000006 65.500000000000014 575.00000000000011 6.5000000000000009 6 8.5000000000000018 10.500000000000002 2.5000000000000004 7 141.50000000000003 131.00000000000003 7.5000000000000009 9.5000000000000018 11.500000000000002 35.250000000000007 42.710000000000008 99.000000000000014 4.5000000000000009 11.500000000000002 35.500000000000007 8 31.500000000000004
decision_type=9 10 9 9 9 10 9 9 10 8 10 10 9 10 10 8 9 8 8 10 10 10 10 10 10 10 10 10 9 10
left_child=7 2 4 5 26 6 25 10 9 19 -1 12 15 -13 -15 -5 18 -18 24 -6 -21 -22 -3 -17 -11 -4 -2 29 -29 -16
right_child=1 22 3 11 8 -7 -8 -9 -10 16 -12 13 -14 14 27 23 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.6150741509976004e-06 8.6779006206683104e-06 2.8880516005358459e-05 4.348438120260312e-05 -0.00029600853434899935 2.4821735557409854e-05 -0.00011691472082553389 -1.7210002972305459e-05 -3.4216160446263188e-05 -0.00012571211560661767 0.00010973273400622929 6.2814880237169746e-05 4.0039622567036302e-05 -5.5422406479266328e-05 0.00010199939079019061 -4.6086817512502875e-07 0.00034478900254715229 6.0260799699491939e-05 -4.4477979052999217e-05 0.00011501954781699908 -0.00016065416343185037 1.5545880580063455e-05 -3.4562502619195357e-06 4.8067808389582466e-05 -4.5816644245917359e-05 -1.2862913845594903e-05 -1.1849670661732148e-05 2.2749321171389172e-05 -5.5619583574184621e-06 1.5984760546103873e-05 -0.00011557545206073882
leaf_weight=108 32 33 29 28 179 95 101 227 28 48 31 55 155 30 398 84 62 39 49 36 56 483 54 34 26 71 91 127 172 26
leaf_count=108 32 33 29 28 179 95 101 227 28 48 31 55 155 30 398 84 62 39 49 36 56 483 54 34 26 71 91 127 172 26
internal_value=0.000220884 0.000630699 0.000457594 -0.000353107 0.00145614 -0.00325733 -0.00168317 -0.00265252 0.000943953 0.00114402 0.000133333 0.000446429 -0.00125828 0.00108776 0.00071618 0.00178344 0.00391111 0.000892857 0.0058209 0.000317881 -0.000381944 0.000111111 0.00568182 0.00336134 0.0032 0.00144144 0.00522388 0.000414365 0.00166667 -0.000470588
internal_weight=2987 2621 2534 1405 1129 296 201 366 1006 978 139 1109 301 808 753 146 224 101 123 754 575 539 87 118 74 100 123 723 299 424
internal_count=2987 2621 2534 1405 1129 296 201 366 1006 978 139 1109 301 808 753 146 224 101 123 754 575 539 87 118 74 100 123 723 299 424
cat_boundaries=0 30 32 61 82 83 84 85 87 88
cat_threshold=16 0 0 0 65536 0 262144 0 1 0 0 0 64 0 0 4096 0 0 33554432 2048 0 0 0 8 0 1073774592 4 0 0 4096 1140992 32 0 2056 0 0 0 0 0 0 0 0 0 131072 2048 512 0 0 0 0 4096 8192 384 0 4194304 0 0 0 0 0 524288 0 8 0 0 0 0 0 0 0 0 0 131072 2048 0 0 0 0 0 4096 0 256 67109954 10 464 67584 32 88
is_linear=0
shrinkage=0.04


Tree=853
num_leaves=31
num_cat=12
split_feature=7 12 12 4 2 7 1 7 2 4 4 0 2 9 2 2 1 9 6 12 11 0 9 9 1 2 2 2 0 2
split_gain=2.99754 2.24403 1.19186 1.32108 1.16912 1.11395 1.1113 1.06765 0.99384 0.954433 0.954096 0.914774 1.00841 0.890449 1.63419 0.883845 0.846401 1.01127 0.908802 0.845312 0.775387 1.27065 1.3157 0.83543 1.18199 0.766486 0.750152 1.56719 1.10582 0.634981
threshold=0 1 2 7729560000.000001 119.00000000000001 3 3.5000000000000004 4 145.50000000000003 21074995000.000004 1868495000.0000002 14.500000000000002 1.5000000000000002 5 24.500000000000004 15.500000000000002 5.5000000000000009 6 7 8 9 23.500000000000004 10 11 5.5000000000000009 45.500000000000007 54.500000000000007 34.500000000000007 37.750000000000007 11.500000000000002
decision_type=9 9 9 10 10 9 10 9 10 8 8 8 8 9 8 10 8 9 9 9 9 10 9 9 8 8 10 10 10 10
left_child=2 4 3 5 20 6 -1 15 9 -4 -7 -9 -13 14 -14 -3 17 -15 -18 -19 21 -2 -23 -22 -25 -12 27 28 -8 -21
right_child=1 7 8 -5 -6 10 26 11 -10 -11 25 12 13 16 -16 -17 18 19 -20 29 23 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00024790464173818805 0.00012993784439746747 -4.7400167763456129e-05 -3.1139203168351061e-05 -7.4182503210096234e-05 7.6488011239632668e-05 -1.3576446178618085e-05 1.3050530952476435e-05 -3.6840293394817535e-05 5.3819591353772015e-05 1.3293392157720519e-06 0.00020744411685434729 -0.00011888032213789756 -7.0457517346156354e-06 0.00010902892303199963 -0.00024158771553736358 -0.00037117412209678239 -6.4960840630803318e-05 -9.6039102915312919e-06 6.2596018459259993e-07 0.00011302820987573626 2.9450284733911759e-06 -3.0245731666198595e-05 1.7674318924072451e-05 -0.00013661879640846307 1.0979046521200076e-05 1.7159328862419443e-05 1.0669962342362283e-05 -0.00013419791126644044 -1.2600798662063539e-05 -3.3034615448457316e-07
leaf_weight=32 34 79 43 25 69 25 68 68 36 274 93 41 62 101 51 36 137 283 118 109 209 102 194 66 41 75 81 39 52 272
leaf_count=32 34 79 43 25 69 25 68 68 36 274 93 41 62 101 51 36 137 283 118 109 209 102 194 66 41 75 81 39 52 272
internal_value=8.91632e-05 -0.000729717 0.00208431 0.00335329 0.00107438 0.00390558 0.0019788 -0.00168129 0.000274725 -0.000440252 0.00617647 -0.00130886 -0.00105532 -0.000828924 -0.00403226 -0.0052381 -0.00042677 0.000234987 -0.00242187 -0.000355556 0.000556414 0.00187683 0.00107744 -0.000856269 -0.00355932 0.00757396 0.00298755 0.001375 0.00363636 0.000867347
internal_weight=2915 2072 843 490 715 465 272 1357 353 317 193 1242 1174 1133 113 115 1020 765 255 664 646 330 296 316 107 168 240 159 120 381
internal_count=2915 2072 843 490 715 465 272 1357 353 317 193 1242 1174 1133 113 115 1020 765 255 664 646 330 296 316 107 168 240 159 120 381
cat_boundaries=0 17 19 21 38 50 52 54 55 56 58 60 62
cat_threshold=0 16 603979776 2621440 524320 8258 33554432 805437440 33556480 0 8224 256 144 268435456 67108864 0 1073745920 1222720 2 17916930 32 0 0 0 0 0 0 0 805437440 2048 0 0 256 0 0 0 0 1073741824 1 0 1056768 512 0 0 0 0 0 8224 0 128 1 160 1073741824 24576 152 16860416 16388 2147483648 0 4228 0 2052
is_linear=0
shrinkage=0.04


Tree=854
num_leaves=31
num_cat=8
split_feature=8 12 4 2 2 8 2 4 1 3 8 9 12 2 2 4 2 0 0 2 12 2 2 2 3 2 15 2 4 0
split_gain=1.98164 1.10069 1.54161 0.988716 1.59967 1.44968 1.12055 1.1039 0.99206 0.94574 0.942094 0.911071 1.50462 1.07924 0.871215 1.34773 0.843708 0.804931 1.59439 1.35917 0.835263 0.80209 0.778777 0.819951 1.14794 0.754799 1.06213 0.980145 0.743633 0.699768
threshold=0 1 1445190000.0000002 44.500000000000007 32.500000000000007 2 3.5000000000000004 1950.0000000000002 5.5000000000000009 2008.5000000000002 3 4 5 45.500000000000007 8.5000000000000018 1868495000.0000002 6.5000000000000009 37.250000000000007 35.600000000000009 119.00000000000001 6 3.5000000000000004 2.5000000000000004 39.500000000000007 1992.5000000000002 349.50000000000006 7 57.500000000000007 9330535000.0000019 42.710000000000008
decision_type=9 9 10 10 10 9 10 10 10 10 9 9 9 10 10 8 10 10 8 10 9 10 10 10 10 10 9 10 8 10
left_child=22 3 10 4 5 6 -2 9 25 -8 -3 12 13 -12 15 -7 21 18 19 20 -13 -17 -1 -24 -25 26 27 -5 -28 -19
right_child=1 2 -4 8 -6 14 7 -9 -10 -11 11 17 -14 -15 -16 16 -18 29 -20 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-2.5713895241779027e-05 -1.9404709346559911e-06 4.9804710277712159e-06 -1.4441936397986411e-05 0.00090414865839683501 -0.00010168121352126747 -0.000288256884757665 7.1370948868576532e-06 0.00035648612104889567 2.4903780503962027e-05 0.00087992985934583602 -4.2764463478945916e-05 -1.5774628592595264e-05 4.604107314261086e-05 4.3349034841781988e-05 -1.7228575610346298e-05 7.5785904249769945e-05 0.00031912813347140912 -5.3205284236490515e-05 0.00026768177500642311 -0.00013375765775997195 6.8784221103612706e-06 -4.8810069746423327e-05 3.5156295227309898e-05 1.1785569687496888e-05 -6.8078986485389234e-05 4.1083323931658813e-05 -0.00054788039669873001 3.0044640861248698e-06 -5.5049243769644816e-06 2.2014735535336173e-06
leaf_weight=31 118 112 50 43 96 40 176 38 69 25 75 218 116 30 377 142 41 286 47 31 144 85 127 34 25 63 25 138 96 62
leaf_count=31 118 112 50 43 96 40 176 38 69 25 75 218 116 30 377 142 41 286 47 31 144 85 127 34 25 63 25 138 96 62
internal_value=0.000189125 -0.000108932 -0.00103215 0.000581175 -3.51185e-05 0.00042186 0.00244565 0.00408333 0.0022069 0.00287129 -0.000730838 -0.00111765 0.00112069 -0.00224138 -0.00066092 0.000906149 0.00193309 -0.00175219 -0.000634921 -0.00147208 -0.00077135 0.000964912 0.00377193 0.00491979 0.001 0.00136612 0.000528053 0.00239583 -0.00227273 -0.00320917
internal_weight=2960 2743 1171 1572 1138 1042 357 239 434 201 1121 1009 221 105 685 308 268 788 440 393 362 227 217 186 59 365 302 181 121 348
internal_count=2960 2743 1171 1572 1138 1042 357 239 434 201 1121 1009 221 105 685 308 268 788 440 393 362 227 217 186 59 365 302 181 121 348
cat_boundaries=0 30 32 55 76 78 79 80 81
cat_threshold=268435456 2056 4 134217728 0 0 0 0 0 32768 0 0 0 1024 268435456 0 0 0 0 0 0 0 0 8 0 16384 0 0 0 4096 172098 34 16 0 0 0 0 1 262144 0 0 0 0 4 2048 512 0 4096 0 0 0 0 128 0 16777216 0 0 0 0 0 0 0 0 0 0 0 131072 8192 0 0 0 0 0 33558528 0 128 1 12308 17892352 68239392 67108864
is_linear=0
shrinkage=0.04


Tree=855
num_leaves=31
num_cat=15
split_feature=8 7 12 7 12 2 8 2 17 15 2 12 9 12 0 2 12 0 2 13 12 4 3 12 2 4 2 3 2 3
split_gain=1.80177 1.94045 1.69364 1.34707 1.63514 1.87947 1.37507 1.2018 1.04811 1.11768 0.925008 1.01209 0.960687 1.38631 1.60389 1.29145 1.07821 0.895364 0.830169 0.901124 1.37713 0.82822 0.825945 0.807836 0.790845 0.752026 0.917245 0.732756 0.670022 0.769087
threshold=0 1 2 3 4 46.500000000000007 5 37.500000000000007 6 7 55.500000000000007 8 9 10 45.425000000000004 3.5000000000000004 11 10.500000000000002 9.5000000000000018 12 13 6186315000.000001 2010.5000000000002 14 9.5000000000000018 2091500000.0000002 510.50000000000006 2015.5000000000002 43.500000000000007 1993.5000000000002
decision_type=9 9 9 9 9 8 9 10 9 9 10 9 9 9 8 8 9 10 8 9 9 8 8 9 10 10 8 8 10 10
left_child=2 7 -1 4 5 -3 -5 24 25 -10 12 -12 13 14 15 -8 -14 -15 -17 28 -21 -19 -13 -23 -2 26 -6 -25 29 -20
right_child=1 3 -4 6 8 -7 10 -9 9 -11 11 22 16 17 -16 18 -18 21 19 20 -22 23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-1.2716770798348876e-06 2.8512356364309712e-05 -3.4532221761196525e-06 -7.0155897761168257e-05 1.4671405983897046e-05 -0.00068992135731893 3.7344715123523997e-05 8.2487411295950611e-05 0.00067871636587305776 -3.8684301588958191e-05 3.3417440559446734e-06 -8.2434911017514882e-06 -7.177312131787517e-06 0.00021535321274896547 3.1658867503097102e-05 3.6424268053814045e-05 -0.00018930847284487129 -5.502767106122519e-06 -5.3131100116345922e-05 3.0538730926821244e-06 -1.0844777304086506e-05 0.00016122469603395474 5.2370695768289013e-06 1.4577225050658171e-05 1.6000628452452759e-05 -2.7813530199836122e-05 -8.4675196613801518e-05 -6.938979258677591e-05 -2.7462119470555992e-05 -0.0004667007095379461 -0.00058976652924044967
leaf_weight=134 26 78 105 208 26 49 62 45 113 158 131 55 118 25 26 65 149 95 84 107 129 180 233 60 35 25 53 301 27 25
leaf_count=134 26 78 105 208 26 49 62 45 113 158 131 55 118 25 26 65 149 95 84 107 129 180 233 60 35 25 53 301 27 25
internal_value=0.000129781 0.000429789 -0.00312 0.00020054 -0.00163743 0.00217391 0.000650407 0.00547009 -0.00295337 -0.00148936 0.000297398 0.00195238 -0.000178817 -0.000668338 0.000858209 0.00036 0.00194245 -0.001875 -0.000410959 0.000321716 0.00178138 -0.0021978 0.0032107 -0.00158672 0.00225806 -0.00626087 -0.00875 -0.00263441 -0.00217687 -0.000909091
internal_weight=2927 2688 239 2582 502 127 2080 106 375 271 1872 419 1453 1186 525 499 267 661 437 372 236 636 288 541 61 104 79 361 136 109
internal_count=2927 2688 239 2582 502 127 2080 106 375 271 1872 419 1453 1186 525 499 267 661 437 372 236 636 288 541 61 104 79 361 136 109
cat_boundaries=0 30 45 47 65 67 96 97 98 99 101 103 104 105 107 108
cat_threshold=268435472 1048578 0 0 1073807360 0 0 0 0 0 0 33554432 8256 0 0 0 0 0 0 2048 0 0 4194304 0 0 32768 0 0 0 8192 2 0 0 0 0 64 0 8192 33554432 0 0 256 0 0 67108864 41026 32 268435457 145 1107304448 0 32 134217728 0 0 65536 134225936 32 64 16 0 0 32 4224 256 199680 2 0 4 4 0 0 1 0 0 1 32768 0 131072 2048 0 0 0 0 0 4096 0 0 0 0 0 0 16384 0 0 524288 38 67108864 16892160 1 22576 17878272 32 73762 12 16793600 32 2
is_linear=0
shrinkage=0.04


Tree=856
num_leaves=31
num_cat=14
split_feature=8 7 1 9 4 11 12 12 8 3 12 7 3 16 1 16 3 1 4 9 4 1 4 1 15 11 4 3 3 3
split_gain=2.30581 1.37894 1.70518 1.54319 1.67824 1.62431 2.1435 1.02345 1.49281 1.05405 1.00752 0.895114 0.848841 0.789492 0.732819 1.17398 1.11354 0.612299 0.714831 0.896944 0.585431 0.983521 0.550951 0.685558 0.543219 0.464594 0.412546 0.387884 0.382436 0.339182
threshold=0 1 5.5000000000000009 2 107371.50000000001 3 4 5 6 1993.5000000000002 7 8 2014.5000000000002 9 4.5000000000000009 10 2015.5000000000002 5.5000000000000009 6789.5000000000009 11 972430000.00000012 4.5000000000000009 481.00000000000006 4.5000000000000009 12 13 520.00000000000011 2002.5000000000002 2008.5000000000002 2004.5000000000002
decision_type=9 9 8 9 8 9 9 9 9 10 9 9 10 1 10 1 10 10 8 9 8 10 10 8 9 9 8 8 8 8
left_child=7 2 28 4 -3 6 -5 12 11 -10 26 -9 20 -13 -12 16 17 18 -16 27 -1 -22 23 -8 -15 -23 -7 -20 -2 -28
right_child=1 3 -4 5 -6 10 22 8 9 -11 14 13 -14 24 15 -17 -18 -19 19 -21 21 25 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-1.1381018261857889e-06 7.4062913554584503e-05 0.0003217991213929139 -6.66142008832793e-05 -6.6190982605220946e-05 -0.00012585687816489612 3.9016630125132683e-05 -9.8417103205505895e-06 -1.429557793340308e-05 5.8069082083989089e-06 3.6721499448226777e-05 1.3306390111900157e-05 -0.00013246150391701405 -0.00027063601697399522 -3.4417422249077847e-07 -0.00032245889308150309 -6.5167897719220488e-05 0.00021780844655726385 -6.1696225766247887e-05 8.3532565533062104e-06 1.5067373422539276e-06 0.0006046314688476429 4.746931364607576e-06 -3.1311594304739287e-06 6.7151827392244461e-05 1.7381491112189451e-05 2.7188248168528162e-05 2.659967325936208e-05 -0.00012236912693140313 8.7159876273190656e-06 -3.512375641676613e-06
leaf_weight=49 41 27 43 103 220 31 26 126 153 30 84 55 25 113 42 48 54 56 25 159 47 105 28 184 146 164 34 171 144 377
leaf_count=49 41 27 43 103 220 31 26 126 153 30 84 55 25 113 42 48 54 56 25 159 47 105 28 184 146 164 34 171 144 377
internal_value=-2.7482e-05 -0.000849057 0.00200837 -0.00125 -0.00410853 -0.00072575 0.00164773 0.00150391 0.000473186 0.00340206 -0.00148352 -0.000798226 0.00309227 0.000369231 -0.00249231 -0.00305755 -0.00248031 -0.00312775 -0.00256281 -0.00196629 0.0036612 0.00429022 0.00369478 0.00454976 0.00130769 0.00333333 0 -0.0036715 0.00376344 -0.000339806
internal_weight=2910 1897 228 1669 247 1422 341 1013 623 183 1081 440 390 314 639 555 507 453 397 355 365 316 238 210 259 269 442 196 185 411
internal_count=2910 1897 228 1669 247 1422 341 1013 623 183 1081 440 390 314 639 555 507 453 397 355 365 316 238 210 259 269 442 196 185 411
cat_boundaries=0 29 46 48 51 52 53 79 81 88 89 90 92 93 95
cat_threshold=1342177280 2052 4 134217728 2147483648 0 0 2147483648 0 32768 0 0 8192 1048576 0 4096 0 0 4096 8192 256 0 16777216 8 0 49152 0 0 524288 2 128 67108864 2621440 32 0 0 536879104 33554432 8192 0 0 0 0 0 0 128 257 176 16416 1536 524288 67143682 67275810 0 4 0 0 0 0 0 2147483648 0 0 0 0 0 0 0 4096 0 0 0 0 0 0 16777216 0 0 16384 1229888 34 131072 128 0 4 0 0 131072 2 2 0 2048 67108864 32 1024
is_linear=0
shrinkage=0.04


Tree=857
num_leaves=31
num_cat=13
split_feature=8 7 7 3 12 7 2 12 6 1 11 5 18 0 0 8 5 1 0 2 2 6 0 2 12 2 4 3 5 6
split_gain=2.52936 1.64057 1.42379 1.22049 1.07734 1.0733 2.29683 1.10853 1.45555 1.11498 1.03838 0.954758 0.934152 0.891385 0.872729 0.987266 1.15732 1.15141 0.818071 0.816175 0.893318 0.815301 1.00018 1.06647 0.880196 0.763491 0.732141 0.691852 1.08353 0.661952
threshold=0 1 2 2007.5000000000002 3 4 7.5000000000000009 5 6 1.0000000180025095e-35 7 1.0000000180025095e-35 8 42.250000000000007 29.500000000000004 9 1.5000000000000002 5.5000000000000009 35.850000000000009 51.500000000000007 14.500000000000002 10 48.175000000000004 4.5000000000000009 11 262.50000000000006 6050.0000000000009 2019.5000000000002 4.5000000000000009 12
decision_type=9 9 9 10 9 9 10 9 9 10 9 10 9 8 10 9 8 8 10 10 10 9 8 10 9 8 8 8 8 9
left_child=2 4 11 5 12 6 -3 8 29 25 18 -1 -2 19 -12 16 -16 26 -4 20 -5 -11 23 -23 -25 -9 -17 -18 -29 -7
right_child=1 3 10 13 -6 7 -8 9 -10 21 14 -13 -14 -15 15 17 27 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=2.2986318474025326e-05 -9.7536752539184596e-05 -0.00081454664928056527 1.1974257036797553e-05 -2.0094588795203096e-05 -3.0585164358676306e-05 4.3870493366426904e-06 0.00055211170004625392 -6.4139226392683209e-05 -5.1893254815773563e-05 2.68234088471786e-05 3.8538397621508123e-05 -3.752134846735089e-07 6.386359350258886e-06 -4.0254286858463217e-05 -0.0002461488612108198 -0.00012960875118757544 4.3369276485556439e-05 0.00054555912549076886 -6.1088144216299163e-05 7.7174492420084556e-06 -0.00011105599480089268 1.6047294026790837e-05 2.8641420378363591e-05 -3.345580994817965e-06 -4.1649997988386647e-05 -1.7212088319240593e-05 1.2411920728609971e-05 1.7049791095615775e-05 -1.9831505096590262e-05 0.00013355785625094541
leaf_weight=97 27 32 35 92 254 260 76 59 122 141 47 25 95 28 26 26 26 38 85 40 65 139 27 281 298 95 173 27 55 127
leaf_count=97 27 32 35 92 254 260 76 59 122 141 47 25 95 28 26 26 26 38 85 40 65 139 27 281 298 95 173 27 55 127
internal_value=-0.000191847 -0.000828559 0.00196721 -0.000338088 -0.00320413 3.61882e-05 0.00369748 -0.00024359 0.00126923 -0.000989534 0.00102004 0.00571429 0 -0.00309735 0.00195804 0.00134409 -0.00137931 0.00282258 -0.0021374 -0.00212121 -0.00341772 -0.000450958 -0.000978836 -0.00127955 -0.00203448 -0.00412903 0.0017 0.000366972 -0.00144578 0.00246231
internal_weight=2918 2258 660 1882 376 1657 108 1549 509 1040 538 122 122 225 418 371 134 237 120 197 157 886 745 718 579 154 199 108 82 387
internal_count=2918 2258 660 1882 376 1657 108 1549 509 1040 538 122 122 225 418 371 134 237 120 197 157 886 745 718 579 154 199 108 82 387
cat_boundaries=0 29 47 56 58 72 74 75 78 79 108 109 111 112
cat_threshold=1342177280 2060 4 0 2147549184 0 262144 2147483648 1 32768 0 131072 2112 0 0 0 0 0 4096 0 256 0 0 8 0 1073758208 0 0 524288 268435457 1 0 524292 0 134217728 0 0 65536 32 40992 0 0 0 0 0 1073741840 128 0 0 1610612736 4 0 0 0 131072 67584 16810048 32 0 128 0 2099200 0 0 0 268443648 0 8192 0 0 0 268435456 17982528 2 204 32800 1024 524288 4 268435456 4 0 0 2147549184 0 0 2147483648 0 0 0 0 2048 0 0 0 0 0 4096 0 0 0 0 0 0 0 0 0 524288 66 67616 32 8
is_linear=0
shrinkage=0.04


Tree=858
num_leaves=31
num_cat=15
split_feature=7 8 12 9 4 8 17 4 8 4 12 9 4 15 3 13 5 1 5 12 1 4 1 3 4 11 3 7 11 3
split_gain=1.54936 1.81199 1.41893 1.23401 1.45828 1.15587 1.08686 1.38954 1.02913 1.16964 0.975453 0.930114 1.42945 0.755179 0.753315 0.700776 0.685705 0.569162 0.866164 0.51544 0.49478 0.593627 0.460266 0.520807 0.565491 0.482574 0.441604 0.492853 1.2625 1.42788
threshold=0 1 2 3 775.00000000000011 4 5 29019565000.000004 6 141.00000000000003 7 8 9530980000.0000019 9 2002.5000000000002 10 3.5000000000000004 5.5000000000000009 2.5000000000000004 11 4.5000000000000009 775.00000000000011 4.5000000000000009 2010.5000000000002 11.000000000000002 12 1999.5000000000002 13 14 2024.5000000000002
decision_type=9 9 9 9 10 9 9 8 9 10 9 9 8 9 8 9 8 10 8 9 10 10 10 10 10 9 8 9 9 8
left_child=3 17 11 16 -5 19 7 -7 -8 10 -10 12 -3 14 -13 26 -1 18 -2 -4 -11 -22 -16 24 25 -24 -12 -28 -29 -30
right_child=1 2 5 4 -6 6 8 -9 9 20 15 13 -14 -15 22 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-6.5821878803262732e-06 -2.3177425499198991e-05 -2.7541761349887394e-05 -1.7132560683990052e-05 1.787199914602411e-06 -8.3509040488003456e-05 0.00016901467623405608 2.2172811214531408e-05 -3.8031927978465774e-07 -2.7404725242590189e-05 -3.4414395436321857e-05 4.1636099350981224e-05 -0.00013991395516740112 0.00047993384349567238 -9.1202617717733855e-05 0.00032976419955318194 3.3352387083880332e-05 -0.00029014753014255489 -2.8657322337011238e-06 3.1996582985343028e-05 -7.2342280004740185e-05 -0.00030023249782139771 -5.8639927235049071e-06 3.0698079886057882e-05 -5.5172810630956803e-05 -1.6012903497042429e-05 4.2115673631570873e-06 3.2892581963039904e-06 -2.844797720129577e-06 1.15724117003424e-05 -0.00015918124791063803
leaf_weight=36 47 26 135 195 30 66 125 90 240 36 41 27 76 130 35 149 70 51 155 132 45 55 138 42 25 212 152 283 27 77
leaf_count=36 47 26 135 195 30 66 125 90 240 36 41 27 76 130 35 149 70 51 155 132 45 55 138 42 25 212 152 283 27 77
internal_value=-0.000217023 0.000114155 -0.000235789 -0.00274854 -0.000932203 -0.000877404 -0.000400859 0.00263473 -0.000805802 -0.00120072 -0.000721649 0.00124654 0.00460177 0.000612903 0.00134694 2.7027e-05 -0.00615385 0.00325758 0.00433498 -0.00323741 -0.00467153 -0.00316832 0.001766 0.00138756 0.0018617 0.0022792 -0.000609137 -0.000925926 -0.00165829 -0.00521739
internal_weight=2948 2617 2364 331 225 1653 1386 156 1230 1105 969 711 102 609 479 729 106 253 202 267 136 100 452 417 375 350 580 539 387 104
internal_count=2948 2617 2364 331 225 1653 1386 156 1230 1105 969 711 102 609 479 729 106 253 202 267 136 100 452 417 375 350 580 539 387 104
cat_boundaries=0 18 47 49 51 81 82 105 106 108 109 110 111 112 120 121
cat_threshold=131072 49 8192 2052 65536 8192 0 0 0 32 32 0 0 268435456 0 32 1073741824 256 1342177296 8 0 0 2147483648 1 0 2147483648 0 0 0 131072 0 0 0 0 0 0 4096 0 0 0 0 0 0 268435456 0 0 524288 17975360 2 0 4244 0 4 4 134217728 0 0 0 0 0 0 0 2048 10240 0 0 4096 0 0 33554432 10240 128 0 0 0 0 1073741824 0 0 0 4096 6 0 0 0 0 0 0 0 0 0 0 0 0 0 512 0 0 0 0 0 0 256 0 4194304 67141664 0 12448 2216689664 6 98338 49156 0 0 67108864 0 0 0 131072 131072 49156
is_linear=0
shrinkage=0.04


Tree=859
num_leaves=31
num_cat=10
split_feature=8 12 3 12 4 8 3 0 13 0 8 0 13 4 11 6 12 0 3 0 0 3 0 3 1 3 0 3 4 0
split_gain=2.54559 1.62231 1.08076 1.19613 1.37733 1.05838 1.01403 1.52803 1.10278 0.912675 1.34336 0.723603 0.708726 0.7773 1.07296 1.705 1.66195 1.27744 0.739275 0.735178 0.722795 1.00592 0.673057 0.640024 0.622049 0.600206 0.587389 0.559225 0.550623 0.560897
threshold=0 1 2007.5000000000002 2 2114435000.0000002 3 2003.5000000000002 47.750000000000007 4 52.740000000000002 5 40.250000000000007 6 425.00000000000006 7 8 9 18.500000000000004 2012.5000000000002 27.750000000000004 14.500000000000002 2003.5000000000002 20.500000000000004 2015.5000000000002 3.5000000000000004 2017.5000000000002 36.400000000000006 1980.5000000000002 11633120000.000002 33.175000000000004
decision_type=9 9 10 9 8 9 10 10 9 10 9 10 9 10 9 9 9 10 10 10 10 10 10 8 10 8 8 10 8 10
left_child=2 5 3 4 -1 22 7 8 27 10 -3 24 13 14 15 23 17 -16 20 -18 -14 -22 -2 -12 -10 -17 -8 -7 -5 -30
right_child=1 9 -4 28 -6 6 26 -9 11 -11 12 -13 18 -15 16 25 19 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00011550111418912935 3.8097977702449272e-05 2.4946736554412041e-05 -8.8708420314631561e-05 -6.9399966353955736e-05 -8.6275425359971787e-06 -5.5265438365026401e-06 2.2318776269187879e-05 7.1149507642189751e-05 -1.4347375849865784e-06 -1.584765312070857e-05 -0.00020473808999007303 -3.9768054506055251e-05 3.5177097967888927e-05 -6.2758565340246267e-05 -1.8064762573715144e-05 0.0004596168196817985 -7.5974411131340962e-06 2.7836914251153644e-05 4.0936106347473358e-05 -0.00055592121129958375 -1.7994080599947894e-06 -0.00014103868481605276 6.0150479446008379e-05 -6.0226654823480889e-06 1.5273831937889781e-05 1.1144998991525767e-05 1.2923338529233774e-05 -0.00026860231410992698 -2.9563263957754772e-07 -6.6524035843613656e-05
leaf_weight=27 52 107 33 26 196 358 38 30 99 32 46 35 26 59 49 45 47 61 65 76 613 52 74 73 247 83 100 28 47 117
leaf_count=27 52 107 33 26 196 358 38 30 99 32 46 35 26 59 49 45 47 61 65 76 613 52 74 73 247 83 100 28 47 117
internal_value=-0.000319511 0.000183559 -0.00306346 -0.00256039 -0.00042735 0.00136194 0.000866808 0.000325815 -2.60417e-05 -0.000692042 -0.000541696 0.00147959 -0.000903522 -0.002 -0.00149688 0.000387597 -0.00336066 0.000330579 -0.000104302 -0.00641791 -0.000491329 -0.000750751 0.00467153 -0.00292308 0.00207493 0.00345324 0.00402878 -0.00151134 -0.00477612 -0.00412121
internal_weight=2941 2495 446 413 223 1061 935 797 767 1434 1402 381 1295 539 480 247 233 110 756 123 691 665 126 119 346 128 138 386 190 164
internal_count=2941 2495 446 413 223 1061 935 797 767 1434 1402 381 1295 539 480 247 233 110 756 123 691 665 126 119 346 128 138 386 190 164
cat_boundaries=0 30 32 33 59 60 84 85 86 87 88
cat_threshold=16 1048576 0 0 65536 0 524288 2147483648 1 0 0 2048 0 512 0 4096 0 0 33554432 2048 2147483648 0 4194304 0 0 0 0 0 0 12288 1271808 34 67150178 0 4 0 0 0 0 0 0 0 0 0 131072 2048 0 0 0 0 0 0 0 128 0 0 0 0 16384 2 0 8 0 134217728 2147483648 1 0 0 0 0 0 0 8192 0 0 0 0 0 0 8192 0 0 0 8 12 16388 134 1376
is_linear=0
shrinkage=0.04


Tree=860
num_leaves=31
num_cat=9
split_feature=7 8 7 2 3 13 6 3 6 3 3 2 9 2 2 5 9 4 2 0 2 2 4 2 0 11 2 2 2 2
split_gain=3.62066 1.76964 1.63329 1.45908 1.52559 1.11119 1.6116 1.78403 1.32845 1.30156 1.12157 0.944692 0.980063 0.868546 0.936458 0.964454 0.772883 1.65043 1.07854 1.83203 0.906042 0.75297 0.670393 0.647289 0.617701 0.674941 0.994832 0.591007 0.864557 0.654613
threshold=0 1 2 131.00000000000003 2014.5000000000002 3 4 1989.5000000000002 5 2000.5000000000002 2003.5000000000002 67.500000000000014 6 49.500000000000007 29.500000000000004 1.5000000000000002 7 313.50000000000006 26.500000000000004 42.250000000000007 3.5000000000000004 23.500000000000004 20782.500000000004 39.500000000000007 40.250000000000007 8 6.5000000000000009 5.5000000000000009 9.5000000000000018 11.500000000000002
decision_type=9 9 9 10 10 9 9 10 9 8 10 8 9 10 8 10 9 10 10 10 10 10 8 10 8 9 8 10 10 10
left_child=3 -2 -3 4 11 8 7 13 10 -8 -4 12 21 14 15 -7 17 20 19 24 -11 -1 -10 -24 25 27 -27 -18 -29 -30
right_child=1 2 5 -5 -6 6 9 -9 22 16 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=2.3644128117297213e-05 6.7323615744641078e-06 -1.9906724815150769e-05 -2.3379187363374853e-05 3.7669856948596707e-05 -0.00055399044349371709 -2.6167079032859422e-05 0.00088965818086016667 -0.00016960591035502403 -0.00015635761716900731 -0.00028525620951413088 -0.0002429304281624667 -1.1409475266752623e-05 7.1971405847648385e-06 3.1782565743725401e-05 -8.983117187259637e-05 0.00017794301849960448 0.00022164601498960934 0.0016364413290656898 -2.250752613001339e-05 -2.5451731223853359e-05 3.1230913958495424e-05 0.00066924469432166238 -5.9258784536808662e-06 1.8640992610201578e-05 2.6216342508860179e-05 -0.00016949516406583598 1.7266170224203846e-05 -0.00011570056928476902 0.00036166914093623605 4.6292876980658093e-06
leaf_weight=67 283 462 221 54 25 121 27 76 33 27 33 58 118 56 66 27 92 27 312 69 75 50 149 61 27 33 134 33 36 103
leaf_count=67 283 462 221 54 25 121 27 76 33 27 33 58 118 56 66 27 92 27 312 69 75 50 149 61 27 33 134 33 36 103
internal_value=-0.000290934 -0.000824981 -0.00119429 0.00334204 0.00238245 -0.000648999 -4.43787e-05 -0.00235294 -0.00224409 0.000775348 -0.00422642 0.00319728 0.00432203 -0.000885609 -0.00204651 -0.000268456 0.000536636 0.00328571 7.05882e-05 0.00117424 0.00116505 0.00671875 -7.87402e-05 0.000758294 0.0020915 0.00171296 -0.000337079 0.00290909 0.0016185 0.003
internal_weight=2955 2583 2300 372 318 1838 1341 346 497 995 254 293 235 270 214 148 968 129 839 527 102 117 243 210 458 431 167 264 172 139
internal_count=2955 2583 2300 372 318 1838 1341 346 497 995 254 293 235 270 214 148 968 129 839 527 102 117 243 210 458 431 167 264 172 139
cat_boundaries=0 18 47 64 65 66 67 69 71 72
cat_threshold=16384 268435456 8192 2631680 524288 0 4194304 8192 2048 134225920 0 256 128 0 0 32 1073741952 384 268435456 2056 4 0 0 1 0 0 0 0 0 0 8192 1048576 0 0 0 0 4096 0 256 0 0 0 0 0 0 0 524288 1 0 1075052544 4 2 134225922 0 268435456 33619968 48 40960 0 0 268435456 0 0 16 4 260 152 0 2052 0 4100 36
is_linear=0
shrinkage=0.04


Tree=861
num_leaves=31
num_cat=10
split_feature=7 7 12 2 12 6 3 6 2 2 2 12 2 3 2 0 2 12 1 2 0 2 12 9 0 3 2 2 2 2
split_gain=2.86905 1.6301 1.60717 1.20926 1.03253 1.47352 2.37635 1.28271 1.21313 1.15506 1.08759 1.00498 0.924355 0.882908 0.737125 0.730198 0.710969 1.02945 0.783754 0.690831 1.48394 1.05334 0.67636 1.48891 0.795048 0.783904 0.662337 0.639699 0.639425 0.631513
threshold=0 1 2 1750.0000000000002 3 4 2017.5000000000002 5 65.500000000000014 28.500000000000004 220.50000000000003 6 17.500000000000004 2013.5000000000002 99.000000000000014 35.600000000000009 414.00000000000006 7 4.5000000000000009 30.500000000000004 39.07500000000001 40.500000000000007 8 9 39.07500000000001 1994.5000000000002 131.00000000000003 41.500000000000007 4.5000000000000009 26.500000000000004
decision_type=9 9 9 8 9 9 10 9 10 8 10 9 10 10 10 10 8 9 10 8 10 10 9 9 10 10 10 10 10 10
left_child=2 11 3 14 7 16 10 8 9 12 -7 -2 15 19 -1 -3 17 29 -18 20 -4 -21 24 25 -9 -24 -13 -26 -22 -6
right_child=1 4 13 -5 5 6 -8 22 -10 -11 -12 26 -14 -15 -16 -17 18 -19 -20 21 28 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=1.3851493344674283e-06 1.5952081879362369e-05 8.0899192248082836e-05 -6.5305467679621645e-05 -0.00080563046574049228 -3.8464596270273434e-05 8.0848999392202355e-06 -0.00018238764310368082 8.4017436193306591e-06 2.646368878544081e-05 -5.2821471561728117e-05 -0.00061426583348179521 -4.799392498000543e-07 2.4966936341215274e-05 3.0805355399152748e-05 0.00015587508143340755 -0.00011107254651335552 0.00095089383847458465 -6.4493317462250844e-05 -3.7507177831663795e-05 1.1474391490331471e-05 5.4274471695947571e-06 -9.6916758818927918e-05 4.3575307339764893e-05 -1.8940205979092183e-05 0.0011188828708536391 -1.160680196452546e-05 2.1103973818270561e-05 3.1232007490302752e-05 -6.9098737610033824e-05 2.0838837781411711e-06
leaf_weight=160 102 75 48 38 205 661 50 40 81 154 25 134 63 28 29 83 25 104 38 88 26 110 88 115 61 40 35 25 126 114
leaf_count=160 102 75 48 38 205 661 50 40 81 154 25 134 63 28 29 83 25 104 38 88 26 110 88 115 61 40 35 25 126 114
internal_value=-0.000181696 0.000480893 -0.0025 0.000252101 8.74636e-05 -0.000648824 0.000481928 0.00117225 -0.000256959 -0.0012234 0.00110626 0.00333333 0.000630631 -0.00393593 0.00157895 -0.00100629 -0.002334 -0.0029717 0.0015625 -0.00451128 -0.00616915 -0.00281407 0.00289474 0.00149606 0.00525547 0.00431655 0.00122222 0.00781609 -0.00418301 -0.00163636
internal_weight=2971 2318 653 227 2047 1222 736 825 456 375 686 271 221 426 189 158 486 423 63 398 200 198 369 243 126 128 169 86 152 319
internal_count=2971 2318 653 227 2047 1222 736 825 456 375 686 271 221 426 189 158 486 423 63 398 200 198 369 243 126 128 169 86 152 319
cat_boundaries=0 18 36 38 40 41 42 44 45 47 49
cat_threshold=16386 268435473 570425344 526336 34 134225920 0 268435456 65536 32 40992 64 268435456 268435456 0 32 4112 512 0 0 8192 8192 524288 2 0 536879104 2048 134217728 0 256 128 0 67108864 0 1073741952 256 16821312 2 68272128 34 388 26 1114176 32 16785730 67125248 34 0 26624
is_linear=0
shrinkage=0.04


Tree=862
num_leaves=31
num_cat=12
split_feature=8 11 9 13 9 2 4 2 2 2 8 10 3 2 2 2 2 2 17 3 4 18 15 4 2 13 6 2 3 2
split_gain=2.13991 1.29069 1.16686 0.937054 0.935127 0.854288 0.821263 0.791209 0.785203 1.13487 0.709426 0.672342 0.986142 1.21689 0.654899 0.644573 1.22096 0.634698 0.599835 0.863484 1.30162 1.19975 0.783877 1.03523 0.741062 0.677961 0.859584 0.672668 0.63431 0.63121
threshold=0 1 2 3 4 36.500000000000007 9950.0000000000018 47.500000000000007 5.5000000000000009 21.500000000000004 5 6 2002.5000000000002 6.5000000000000009 24.500000000000004 35.500000000000007 20.500000000000004 35.500000000000007 7 1996.5000000000002 1557465000.0000002 8 9 390.00000000000006 2.5000000000000004 10 11 199.50000000000003 2011.5000000000002 3800.0000000000005
decision_type=9 9 9 9 9 10 10 10 8 10 9 9 10 10 10 10 8 8 9 10 10 9 9 10 10 9 9 10 10 8
left_child=4 5 3 7 6 -2 15 -3 -6 -10 17 18 13 -13 -5 16 -1 -4 19 20 21 -12 25 24 -24 26 -20 -27 -21 -25
right_child=1 2 10 14 8 -7 -8 -9 9 -11 11 12 -14 -15 -16 -17 -18 -19 22 28 -22 -23 23 29 -26 27 -28 -29 -30 -31
leaf_value=1.2534840037332628e-05 -0.00013359160684547788 -0.00013137294828872826 -1.0046489882995502e-05 3.3442990044108001e-06 -1.1972623732177113e-05 -7.4959843789912382e-07 -6.0320030398059997e-05 -3.619440418809461e-06 3.58513335961419e-05 6.89301368495876e-06 0.00015298166569511552 -5.91893767647278e-05 -0.00021375062258513822 2.0251287168306932e-05 -0.00024687359028956023 1.4838210528012042e-05 -6.6971864007285835e-05 -6.724367890392103e-05 0.00012417789698922378 -0.00042214620289101392 -4.5957653391326403e-05 -5.0077567419037903e-06 1.7295919792701398e-05 0.00053886526164209419 -1.8087229399448291e-05 3.6252769288687146e-05 -4.7296330092194698e-06 -0.00060822708038251957 -1.76989316230447e-06 7.4471885666582698e-06
leaf_weight=74 60 90 86 123 39 40 27 26 115 119 48 84 27 97 34 61 25 39 127 34 47 159 122 28 274 370 473 29 37 30
leaf_count=74 60 90 86 123 39 40 27 26 115 119 48 84 27 97 34 61 25 39 127 34 47 159 122 28 274 370 473 29 37 30
internal_value=-0.000353141 -0.000817635 -0.000617954 -0.00302817 0.00212314 -0.00504505 -0.00010101 -0.00566929 0.00359155 0.00459574 -0.000292177 -0.00010015 -0.00219178 -0.00120879 -0.000833333 0.000993789 -0.001 -0.00308824 0.000156512 -0.00136905 -0.000313725 0.00105769 0.000505464 -0.000860215 -0.00161209 0.00112871 0.000261866 0.00239024 -0.00527778 0.0040678
internal_weight=2944 2484 2384 273 460 100 187 116 273 234 2111 1986 208 181 157 160 99 125 1778 325 254 207 1453 454 396 999 600 399 71 58
internal_count=2944 2484 2384 273 460 100 187 116 273 234 2111 1986 208 181 157 160 99 125 1778 325 254 207 1453 454 396 999 600 399 71 58
cat_boundaries=0 29 31 33 34 36 63 64 65 66 67 68 69
cat_threshold=1342177296 2062 0 134217728 2147491840 1 0 0 0 32768 0 2048 2048 1048576 0 0 0 0 4096 8192 0 0 0 8 0 0 0 0 524416 2147483651 2147557376 131072 4128 12 0 28676 0 0 4 0 0 0 0 0 0 0 0 131072 0 0 268435456 0 0 0 33554432 0 2147483648 0 0 0 0 16384 68 288 11 4 203948032 10 194
is_linear=0
shrinkage=0.04


Tree=863
num_leaves=31
num_cat=12
split_feature=8 7 7 4 11 4 0 4 12 7 6 1 12 2 2 0 2 12 9 2 4 3 0 4 3 12 2 9 0 0
split_gain=2.11014 2.25833 1.22755 1.08755 1.29678 1.41851 1.19327 1.24072 1.09127 1.18408 0.986869 0.940092 0.845148 1.23581 1.20984 1.65115 1.25952 0.791722 1.49792 1.44445 1.09403 0.72643 0.716714 0.64105 0.629527 0.607054 0.799509 0.560795 0.686382 0.551744
threshold=0 1 2 9950.0000000000018 3 2050.0000000000005 40.250000000000007 3425710000.0000005 4 5 6 4.5000000000000009 7 14.500000000000002 18.500000000000004 32.500000000000007 31.500000000000004 8 9 29.500000000000004 1074820000.0000002 2013.5000000000002 42.710000000000008 111.00000000000001 2001.5000000000002 10 5.5000000000000009 11 14.500000000000002 16.750000000000004
decision_type=9 9 9 10 9 10 10 10 9 9 9 10 9 10 8 10 8 9 9 10 8 10 10 10 10 9 10 9 10 10
left_child=17 12 -3 4 22 8 -5 -8 10 29 11 -6 13 -2 -14 -16 -17 18 24 -20 -19 27 -4 25 -1 26 -12 28 -11 -10
right_child=1 2 3 6 5 -7 7 -9 9 21 23 -13 14 -15 15 16 -18 20 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.6389948129430537e-05 0.0001406309234879899 1.8923735896230199e-05 3.6785377929895449e-05 -6.9631325127659236e-05 -6.8738799239795865e-05 5.770087123178058e-05 -2.2585511266797197e-05 9.787450008982291e-05 1.1711439000805512e-06 2.5141269359636455e-05 -0.00011133575513106565 9.0588237632260878e-06 -0.0001676741171213081 -9.6564604466209409e-06 0.00028415565693144627 3.1674377841639511e-06 -0.00068511993756025901 -1.2122229323097145e-05 0.00019639080874636505 -1.5769796523983358e-05 2.3500600254386938e-05 2.0642885327859519e-05 -8.8626332653696244e-05 -0.00012709363052920252 4.0031460174887457e-05 -1.8864232850219765e-05 1.3785839792426203e-05 4.457541859714809e-06 -1.0422152246363226e-05 0.00020128417033809853
leaf_weight=134 49 106 90 53 62 28 36 50 49 46 27 216 70 54 29 28 41 35 98 43 226 90 32 27 47 198 94 196 605 56
leaf_count=134 49 106 90 53 62 28 36 50 49 46 27 216 70 54 29 28 41 35 98 43 226 90 32 27 47 198 94 196 605 56
internal_value=-0.000144033 -0.000682885 -0.000222008 -0.000457782 -0.000198129 -0.000492669 -0.00385714 -0.00091954 -0.00064787 0.000151947 -0.00195276 -0.000138408 -0.00404255 -0.000877193 -0.00581006 -0.00323232 -0.00657143 0.00198653 0.000600601 0.00355263 0.00360294 -0.000316456 0.00360902 -0.00336134 -0.00177083 -0.0029375 -0.000454545 -0.000683962 -0.00123867 0.00396552
internal_weight=2915 2332 2061 1955 1816 1694 139 86 1666 1042 624 278 271 103 168 98 69 583 322 141 261 937 122 346 181 319 121 847 651 105
internal_count=2915 2332 2061 1955 1816 1694 139 86 1666 1042 624 278 271 103 168 98 69 583 322 141 261 937 122 346 181 319 121 847 651 105
cat_boundaries=0 29 46 64 67 69 79 80 82 84 86 88 90
cat_threshold=16 2050 4 0 2147483648 1 0 0 0 32768 0 2052 8192 1048576 268435456 0 0 0 4096 2048 384 524288 0 8 0 268451840 0 0 524288 268435459 1 1073750016 2052 0 134217728 0 268435456 0 0 0 128 0 268435456 0 0 1073741824 0 0 67108864 2621440 0 0 0 0 0 0 0 256 0 0 67108864 0 0 128 32768 8192 524288 133472 34 0 0 0 0 0 0 131072 0 33554432 8192 88 106496 32 67322882 32 0 2052 2112 2 0 18564
is_linear=0
shrinkage=0.04


Tree=864
num_leaves=31
num_cat=11
split_feature=7 12 11 7 7 2 0 9 3 0 3 12 2 11 2 2 9 0 15 2 2 5 3 6 2 2 0 0 0 2
split_gain=2.67429 1.42852 2.20814 1.4906 1.48886 1.35354 1.12071 1.16233 1.71863 1.07746 1.01225 0.91916 1.26386 0.883167 0.820446 0.75774 1.32851 1.21228 0.787223 0.746929 0.981682 0.730678 0.72275 0.720741 0.6952 0.95162 0.731492 0.650601 0.568728 0.556848
threshold=0 1 2 3 4 2.5000000000000004 44.07500000000001 5 1995.5000000000002 18.500000000000004 2017.5000000000002 6 11.500000000000002 7 4.5000000000000009 49.500000000000007 8 45.425000000000004 9 29.500000000000004 8.5000000000000018 1.0000000180025095e-35 2004.5000000000002 10 16.500000000000004 32.500000000000007 21.500000000000004 37.750000000000007 35.600000000000009 5.5000000000000009
decision_type=9 9 9 9 9 10 8 9 10 10 10 9 10 9 10 10 9 8 9 10 10 10 8 9 8 8 10 10 10 10
left_child=9 2 -2 5 14 -3 7 8 -5 -1 15 12 -11 21 -4 16 -6 18 -18 20 -8 -9 -14 27 -15 -26 -27 -13 -16 -20
right_child=1 3 4 6 10 -7 19 13 -10 11 -12 23 22 24 28 -17 17 -19 29 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00081743668912874772 -9.4837999685566383e-05 -1.5521591198179864e-05 0.00058792825661441845 0.00033839023324070186 -0.00018969376015782303 -7.0476127233121141e-05 8.4834892847958092e-05 2.4151746766705174e-05 -0.00010515471456855608 1.0216589810028154e-05 0.00010385545821215203 5.0504477851376352e-06 1.2446831827688243e-05 -4.2579163374725227e-05 5.8527569966315693e-06 1.5454426061509707e-05 3.4176688112808054e-06 2.3445266985504532e-05 -8.7370691111487983e-06 1.3192665549084382e-05 -1.1637340150159049e-05 -4.7779162696919289e-05 -1.9474696893801991e-05 2.7090690827691333e-06 3.9429103080124155e-06 -2.6294389396923634e-05 -2.7356732227659108e-05 0.0001116335066868146 8.6935800658096701e-05 -3.7317229220903416e-05
leaf_weight=26 101 37 40 67 110 69 58 75 49 34 54 33 29 389 138 161 191 27 93 53 53 30 64 126 178 104 279 71 52 113
leaf_count=26 101 37 40 67 110 69 58 75 49 34 54 33 29 389 138 161 191 27 93 53 53 30 64 126 178 104 279 71 52 113
internal_value=-0.000481928 -0.000955766 0.000146654 -0.00177686 0.000747475 -0.00615385 -0.00138187 -0.00182594 0.00188976 0.00258883 -0.000131579 0.00206704 -0.000724638 -0.00223265 0.00348548 -0.000545977 -0.00127103 -0.000183908 -0.000753769 0.00169697 -0.000178571 0.0012069 -0.00319149 0.00348548 -0.00262227 -0.00174377 -0.00286458 0.00591304 0.00251309 -0.00239631
internal_weight=2904 2521 1080 1441 979 106 1335 1171 116 383 749 357 127 1055 230 695 534 424 397 164 111 105 93 230 950 561 383 104 190 206
internal_count=2904 2521 1080 1441 979 106 1335 1171 116 383 749 357 127 1055 230 695 534 424 397 164 111 105 93 230 950 561 383 104 190 206
cat_boundaries=0 17 19 21 38 55 57 59 61 63 64 65
cat_threshold=131072 128 1056768 2621440 0 134217730 4194304 536870912 2048 0 0 320 0 268435456 67108864 0 128 16965888 34 49152 2147483648 1 0 67371008 0 0 0 0 0 0 0 0 0 0 0 0 0 4112 0 0 67108864 0 2 64 0 131072 0 0 0 0 0 0 0 0 1073745936 1073741825 160 16786752 32 32768 2147484672 0 8244 67108864 322
is_linear=0
shrinkage=0.04


Tree=865
num_leaves=31
num_cat=9
split_feature=8 7 9 12 12 2 7 2 4 4 2 2 2 2 4 12 7 4 2 2 2 2 3 12 2 2 2 2 1 3
split_gain=1.74326 1.40236 1.38881 1.24168 1.10187 0.995252 0.949179 1.07378 0.879735 0.850931 0.778301 0.764761 1.19926 1.19803 1.05464 0.855909 0.770026 0.763072 0.723615 1.07476 0.705119 0.654755 0.643665 1.34654 1.37348 1.93525 1.30563 1.06649 0.593357 0.774049
threshold=0 1 2 3 4 53.500000000000007 5 17.500000000000004 2188290000.0000005 642496500.00000012 26.500000000000004 6.5000000000000009 8.5000000000000018 9.5000000000000018 625.00000000000011 6 7 16000.000000000002 35.500000000000007 28.500000000000004 23.500000000000004 45.500000000000007 2015.5000000000002 8 10.500000000000002 37.500000000000007 20.500000000000004 88.500000000000014 5.5000000000000009 1998.5000000000002
decision_type=9 9 9 9 9 10 9 10 8 8 10 8 8 8 8 9 9 8 8 10 10 10 8 9 10 10 8 10 10 10
left_child=3 28 8 10 6 9 7 -4 -3 -5 -1 14 -13 -14 -6 -16 18 -18 19 20 -15 -10 -19 26 -25 -26 -24 -27 29 -2
right_child=1 2 4 5 11 -7 -8 -9 21 -11 -12 12 13 16 15 -17 17 22 -20 -21 -22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=-1.7939377095466116e-05 4.2364519711668438e-06 0.00013528925711881357 -0.00019100800362480187 -5.0416503550820839e-05 -0.00056724330431343615 2.08432845378681e-05 3.7377611571542956e-06 -5.3140871134971234e-06 -0.00022185000472678241 1.4349349628801633e-05 3.8121102885924076e-06 3.1491192607369101e-05 -0.00014397295092834385 1.039768010976161e-05 -3.4060111026690264e-07 -3.9458523312987379e-05 1.9408818025148377e-05 -2.8782930558435283e-06 -1.0852604672138e-05 0.0015543514804780046 -1.3020393555009945e-05 -8.9268674023657007e-06 -1.7180285725402202e-05 0.0001142957537685163 -6.5459781277681369e-05 7.7789833482242449e-05 -0.00017839618018200554 -0.00012032336393836829 -3.92299891124992e-06 0.00046835553698638678
leaf_weight=62 165 25 52 37 25 56 598 70 150 203 52 56 31 86 109 117 62 167 207 27 27 50 37 82 139 58 75 65 25 26
leaf_count=62 165 25 52 37 25 56 598 70 150 203 52 56 31 86 109 117 62 167 207 27 27 50 37 82 139 58 75 65 25 26
internal_value=-0.000876954 -0.00126672 -0.00155632 0.00152019 -0.00121847 0.00286645 5.47196e-05 -0.00300752 -0.00449153 0.00182573 -0.00192 -0.00188269 -0.00144643 -0.00174812 -0.00388889 -0.00299559 -0.00151016 -0.00227011 5.58659e-05 0.0022695 0.000526316 -0.00557214 -0.00272436 -0.00350109 -0.00202817 -0.0034981 -0.00715447 0.00016129 0.00176211 0.00260417
internal_weight=2941 2531 2315 410 2090 296 720 122 225 240 114 1370 1119 1063 251 226 1032 685 347 140 113 200 623 456 344 262 112 123 216 191
internal_count=2941 2531 2315 410 2090 296 720 122 225 240 114 1370 1119 1063 251 226 1032 685 347 140 113 200 623 456 344 262 112 123 216 191
cat_boundaries=0 29 45 47 48 50 62 63 80 81
cat_threshold=0 4 0 0 2147491840 0 262144 0 0 0 0 131072 10304 1049600 0 0 0 0 0 0 0 0 0 8 0 32768 4 0 524288 268435457 268435584 0 2097152 0 0 0 268443648 0 134217728 8224 0 0 268435456 67108864 32 129 8224 84026432 17843264 32 131072 1 1073741824 4 0 0 0 0 65536 0 0 128 33026 0 0 1048576 2048 2 0 131072 131072 2048 0 0 256 0 0 0 0 4096 73728
is_linear=0
shrinkage=0.04


Tree=866
num_leaves=31
num_cat=12
split_feature=7 12 8 7 9 2 12 12 4 9 12 9 6 5 1 3 4 0 0 2 9 2 1 2 0 2 2 0 3 2
split_gain=3.24777 1.8572 1.62676 1.49256 2.14442 1.22276 1.86201 1.32103 1.02132 1.25677 1.00381 0.966338 0.879655 0.780689 0.731832 0.763956 0.685873 0.696384 0.672458 0.813901 0.668622 1.02267 0.975932 0.608371 0.587757 0.805461 1.23171 0.755449 0.922709 0.622103
threshold=0 1 2 3 4 33.500000000000007 5 6 9300.0000000000018 7 8 9 10 9.0000000000000018 5.5000000000000009 2014.5000000000002 30474295000.000004 40.250000000000007 18.500000000000004 385.00000000000006 11 20.500000000000004 4.5000000000000009 26.500000000000004 44.07500000000001 6.5000000000000009 7.5000000000000009 35.600000000000009 2002.5000000000002 17.500000000000004
decision_type=9 9 9 9 9 10 9 9 8 9 9 9 9 8 8 8 8 8 10 10 9 8 10 10 8 8 10 10 10 10
left_child=1 -1 8 4 -4 6 11 18 -2 -10 -11 24 -9 -6 15 -14 -3 -18 -7 -20 21 -8 -22 -15 25 -5 -27 29 -29 -28
right_child=2 16 3 5 13 7 20 12 9 10 -12 -13 14 23 -16 -17 17 -19 19 -21 22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=2.5405887232565762e-05 3.8322520158828868e-05 4.7620631278171292e-05 -6.9747789904823782e-05 -0.00023048937872982122 -1.0778872025412057e-05 -3.0795480859850953e-05 4.3928100488628273e-05 -1.5326573724365744e-05 -3.8025366927136871e-05 3.2422049162370568e-05 1.6770518325870398e-06 -7.3944474346276936e-06 -2.0462467694741803e-05 -1.1661840009438151e-05 0.0009663228728765816 1.8950952017320334e-05 1.1700802158998157e-06 -3.2463036908083608e-05 4.5051126708983706e-06 -0.00028366298793741862 -8.3725324165726531e-05 -1.2499577812832286e-05 -6.4451407159538124e-06 3.1226705205185116e-05 -2.9204447774233701e-06 5.7332168602215461e-05 7.3383778019930904e-06 -0.00034158981618944041 -8.350574675830558e-06 -1.6493074296377586e-05
leaf_weight=226 43 52 105 96 31 84 168 111 136 124 281 190 25 43 42 149 213 27 125 27 31 103 164 34 56 41 32 90 58 33
leaf_count=226 43 52 105 96 31 84 168 111 136 124 281 190 25 43 42 149 213 27 125 27 31 103 164 34 56 41 32 90 58 33
internal_value=-0.000272016 0.00257089 -0.000887793 -0.00147107 -0.00455357 -0.00103912 -0.00184384 0.000460993 0.000941176 0.000479705 0.00158654 -0.00329489 0.00207101 -0.000336134 0.00352423 0.00251429 0.00039604 -0.000497925 -0.00178138 -0.000261438 8.38574e-05 0.00134752 -0.00165049 0.00179487 -0.00441247 -0.00512821 -0.00392157 -0.00514019 -0.00671141 -0.00151515
internal_weight=2940 518 2422 1838 213 1625 1062 563 584 541 405 596 327 108 216 174 292 240 236 152 466 271 195 77 406 350 254 213 148 65
internal_count=2940 518 2422 1838 213 1625 1062 563 584 541 405 596 327 108 216 174 292 240 236 152 466 271 195 77 406 350 254 213 148 65
cat_boundaries=0 17 18 47 64 66 67 69 71 72 74 75 77
cat_threshold=0 0 1141899264 2097152 32 2 37748736 268443648 67584 32 0 0 128 0 67108864 32 128 1155392 16 2056 0 0 0 1 0 2147483648 0 0 0 131076 8192 1048576 0 4096 0 0 33558528 2048 384 0 0 0 0 32768 4 0 128 131073 144 0 2048 0 134217728 0 0 33554432 8208 0 256 0 268435456 0 0 1073741824 0 18432 108578 17829184 32 0 12324 17926144 0 18452 196 0 10240
is_linear=0
shrinkage=0.04


Tree=867
num_leaves=31
num_cat=10
split_feature=7 8 4 15 7 12 12 2 12 3 2 2 2 2 5 3 2 12 2 2 8 2 2 2 2 12 2 3 3 5
split_gain=2.44198 2.34222 1.83677 1.52507 1.58191 1.45826 1.41589 1.63838 1.20011 2.2775 1.69697 1.09935 1.07794 1.01272 0.921619 0.783863 0.81794 0.985628 0.926126 1.37796 0.805594 0.76906 0.973558 0.767005 0.761385 0.682642 0.603248 0.55203 0.907613 0.564317
threshold=0 1 9530980000.0000019 2 3 4 5 99.000000000000014 6 2012.5000000000002 38.500000000000007 31.500000000000004 10.500000000000002 71.500000000000014 1.5000000000000002 2021.5000000000002 1.0000000180025095e-35 7 3.5000000000000004 28.500000000000004 8 89.500000000000014 57.500000000000007 11.500000000000002 2.5000000000000004 9 1219.0000000000002 2000.5000000000002 2003.5000000000002 1.0000000180025095e-35
decision_type=9 9 8 9 9 9 9 10 9 8 8 10 10 8 10 10 10 9 10 10 9 10 10 8 10 9 8 8 8 10
left_child=2 6 13 5 25 12 -2 11 -4 -10 -11 -8 -3 -1 15 16 -6 18 -18 -20 -19 22 -21 -16 -7 -5 -12 -22 -29 -30
right_child=1 3 8 4 14 24 7 -9 9 10 26 -13 -14 -15 23 -17 17 20 19 21 27 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-7.1719499306013292e-05 0.0001546865759818772 -0.00012809133729284385 -5.7649632234486603e-05 2.6518113052915739e-05 -4.7327082225798737e-05 0.00019599622181040388 5.2810235700562206e-06 7.3008252853945521e-05 -0.0001491705990327219 0.00013095171398745721 -3.8693385329082732e-05 -0.00010549585455507326 -2.3441171457392329e-05 -7.1956227428628949e-05 -3.8147600320073138e-05 -5.081997893281454e-05 2.9728549590899433e-05 -3.7884209183509658e-05 -0.00011528946936152806 -4.4482814914204029e-06 -1.8616062192648996e-05 -8.3211922080401738e-05 8.6341628443236122e-05 3.0293555708666986e-05 -2.2508893933128603e-05 9.5993704722374678e-06 2.6830217645894551e-05 6.9332764606500069e-05 8.5851735636310882e-06 -9.1962383670107777e-06
leaf_weight=45 112 27 119 102 140 49 128 34 26 79 39 45 85 31 36 26 26 106 98 39 67 46 25 99 240 234 33 25 645 122
leaf_count=45 112 27 119 102 140 49 128 34 26 79 39 45 85 31 36 26 26 106 98 39 67 46 25 99 240 234 33 25 645 122
internal_value=-0.000259474 0.000186989 -0.0032376 -0.000275801 0.000216567 -0.00247573 0.00333333 0.00119266 -0.00188552 0.000319149 0.00223684 -0.000344828 -0.00617886 -0.00883117 -0.000344143 -0.000658858 -0.000522388 -0.000183333 -0.00244898 -0.00344498 0.000389344 -0.00036036 0.00246154 0.00279412 -0.000866667 0.0026513 -0.00219178 0.000804598 0.00110971 0.000859375
internal_weight=2928 2556 372 2237 1836 401 319 207 296 177 151 173 112 76 1500 1365 1339 1199 234 208 965 110 64 135 289 336 72 859 792 767
internal_count=2928 2556 372 2237 1836 401 319 207 296 177 151 173 112 76 1500 1365 1339 1199 234 208 965 110 64 135 289 336 72 859 792 767
cat_boundaries=0 18 48 49 63 64 66 68 69 95 96
cat_threshold=268566528 17 262144 0 0 64 0 805306368 33554432 0 8224 64 268435456 0 0 0 4240 512 1073741840 2 4 0 65536 0 0 2147483648 0 0 0 0 10240 0 0 0 0 0 0 2048 0 0 4194304 0 0 49152 64 0 524288 4096 2291138560 3 0 1048576 2097152 2 0 0 139264 65536 0 0 0 128 268435456 16786752 41024 32 1081408 32 83887392 0 0 0 0 0 1 0 0 0 0 0 2048 0 0 0 0 0 0 4096 0 256 0 0 0 0 1073741824 190464
is_linear=0
shrinkage=0.04


Tree=868
num_leaves=31
num_cat=13
split_feature=7 7 12 4 6 8 9 2 1 2 13 9 17 2 12 9 12 2 2 2 2 15 2 2 2 2 2 2 2 5
split_gain=2.48174 1.61298 1.48492 1.33078 1.65453 1.25672 0.987078 0.946271 0.916243 0.851496 0.822197 1.82254 1.78418 1.42147 1.2266 0.925175 0.77172 0.720065 0.712221 0.844045 0.735174 0.694071 0.781872 0.651139 0.957159 0.924068 0.603364 0.594964 0.819807 0.569147
threshold=0 1 2 16829230000.000002 3 4 5 20.500000000000004 4.5000000000000009 71.500000000000014 6 7 8 28.500000000000004 9 10 11 23.500000000000004 66.500000000000014 32.500000000000007 10.500000000000002 12 16.500000000000004 86.500000000000014 53.500000000000007 14.500000000000002 492.00000000000006 67.500000000000014 25.500000000000004 1.5000000000000002
decision_type=9 9 9 8 9 9 9 8 8 8 9 9 9 10 9 9 9 8 10 10 10 9 10 10 10 10 10 10 8 8
left_child=3 7 6 -1 -5 -4 -3 -2 -8 -9 12 14 17 -13 18 -14 27 -7 19 20 -12 -6 -23 24 25 -18 -11 28 -17 -10
right_child=1 2 5 4 21 10 8 9 29 26 11 13 15 -15 -16 16 23 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.0920838369918898e-05 0.0012350455707392171 -2.8490442633319903e-05 7.3081140499908769e-06 -5.0257227427152885e-05 -6.2971500214814572e-06 -8.1216359090738877e-05 -1.8884516812036621e-05 -0.00010352391008137119 -1.0412998405797681e-05 2.92946108704939e-05 -5.5453770092341871e-05 6.1450067916979376e-06 -8.122784145797368e-05 0.00030641214989145737 -4.413336114339472e-09 -8.0654980078165289e-06 0.00029654346040814517 -1.3416454222152653e-05 0.00014941331137656279 -0.00022303721395410038 -7.878913925907227e-07 -1.5417916113733554e-05 0.00064185837626435933 -8.0236383051364156e-05 0.00065369323740522851 -3.2743697037957987e-05 9.0145387048323751e-08 6.2983421342721611e-06 -9.9597369785051635e-05 1.2319445888273607e-05
leaf_weight=67 29 146 212 136 122 72 65 26 51 42 66 161 103 59 417 50 77 39 30 26 46 53 66 38 30 75 27 34 56 528
leaf_count=67 29 146 212 136 122 72 65 26 51 42 66 161 103 59 417 50 77 39 30 26 46 53 66 38 30 75 27 34 56 528
internal_value=-6.77966e-06 0.000484897 0.000242475 -0.00272527 -0.00185185 -0.000461923 0.00164794 0.00474074 0.00232061 0.003125 -0.000906475 -7.35294e-05 -0.00205128 0.00294372 -0.00124161 -0.000886076 0.000107817 -0.00639344 -0.00402235 -0.00546763 -0.00389381 0.000238095 0.00230769 0.00155844 0.00262295 0.00130719 0.00542857 -0.00211921 -0.00373832 0.00286207
internal_weight=2949 2505 2381 444 377 1591 790 124 644 95 1379 805 574 220 585 463 360 111 168 138 112 241 119 220 182 152 69 140 106 579
internal_count=2949 2505 2381 444 377 1591 790 124 644 95 1379 805 574 220 585 463 360 111 168 138 112 241 119 220 182 152 69 140 106 579
cat_boundaries=0 17 35 36 37 66 68 69 71 72 74 76 77 78
cat_threshold=131072 268435633 67108864 526336 0 134225984 0 536870912 0 134217728 8224 8192 16 0 0 32 4096 1 0 1073741824 8192 0 2 0 0 0 0 0 0 0 0 67108864 0 144 256 16827488 324 0 12 0 0 0 1 0 0 0 0 0 0 10240 0 0 0 0 0 4096 2048 256 0 0 0 0 0 0 0 524288 1073741824 24608 12 0 18592 13 67117056 34 1 4148 68225280 67108864
is_linear=0
shrinkage=0.04


Tree=869
num_leaves=31
num_cat=14
split_feature=8 7 12 8 12 17 7 0 4 3 12 5 17 1 3 3 12 0 1 9 0 1 6 3 3 1 11 0 3 12
split_gain=3.12911 1.9773 1.48876 1.27527 1.18026 1.49617 1.27087 1.18034 1.13672 1.08891 0.926824 0.830435 0.703082 0.905071 0.798278 0.666052 0.634652 0.610879 0.587766 0.537757 0.627517 0.527376 0.753629 0.727052 0.59868 0.521044 0.486252 0.640721 0.865661 0.843426
threshold=0 1 2 3 4 5 6 45.425000000000004 29000.000000000004 2023.5000000000002 7 1.5000000000000002 8 5.5000000000000009 2004.5000000000002 2006.5000000000002 9 40.250000000000007 4.5000000000000009 10 46.250000000000007 3.5000000000000004 11 2003.5000000000002 2008.5000000000002 5.5000000000000009 12 15.500000000000002 2011.5000000000002 13
decision_type=9 9 9 9 9 9 9 8 10 8 9 10 9 8 10 10 9 10 8 9 10 10 9 10 10 10 9 8 10 9
left_child=10 2 -2 15 8 17 25 16 11 -4 -1 19 13 -12 -14 -3 18 -6 -8 -5 26 -18 23 -23 -24 -7 -21 -28 29 -29
right_child=1 3 9 4 5 6 7 -9 -10 -11 12 -13 14 -15 -16 -17 21 -19 -20 20 -22 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=2.6962622894970423e-05 -3.2571420059355203e-05 -3.1496787282101481e-05 4.296241045047111e-05 3.5047923808342322e-05 -0.00018937543023177738 -2.4283292706783756e-05 -1.7931354890947658e-05 3.2612311488797733e-05 -3.6574842894339103e-05 -9.2171441818678084e-06 2.9494578777189419e-06 1.2661619088305542e-05 -1.1947816681541213e-05 0.00077262736284637872 3.9215010218747184e-05 -0.00010190154423973752 2.1985711352527915e-05 2.3557295932548074e-05 3.3646321823539439e-05 1.4859686032764331e-08 -8.5997730937599221e-05 0.00021248087776129409 -2.138844128417361e-05 -1.6300307157202098e-05 5.6658239597879858e-05 9.686144475722359e-06 -3.2809697869211621e-05 1.8850732698183493e-06 6.3408239115503304e-06 -0.00010388021385324464
leaf_weight=153 237 182 55 102 80 145 32 32 32 154 101 46 149 39 28 27 43 28 185 249 34 105 167 40 32 35 48 124 44 185
leaf_count=153 237 182 55 102 80 145 32 32 32 154 101 46 149 39 28 27 43 28 185 249 34 105 167 40 32 35 48 124 44 185
internal_value=-0.000459849 -0.00103504 -0.00341357 -0.000488048 -0.000133407 0.000855615 0.00145103 0.00228748 -0.00118857 -0.000818182 0.0024948 -0.000912365 0.00115854 0.00317881 -0.000531915 -0.00336364 0.00191736 -0.00336134 0.00359649 -0.00121982 -0.00161151 0.000854271 0.000347826 0.0024359 -0.0012381 -0.00146597 -0.00135177 -0.00218447 -0.00163842 -0.0023871
internal_weight=2913 2443 446 1997 1788 924 816 636 864 209 470 832 317 140 177 209 604 108 217 786 684 387 344 145 199 180 650 401 353 309
internal_count=2913 2443 446 1997 1788 924 816 636 864 209 470 832 317 140 177 209 604 108 217 786 684 387 344 145 199 180 650 401 353 309
cat_boundaries=0 26 43 45 72 74 75 92 94 95 97 99 100 103 105
cat_threshold=0 0 0 0 2147491840 1 262144 0 0 32768 0 0 0 1049088 0 0 0 0 4096 2048 256 524288 0 8 0 32768 131074 17 67108864 524288 0 2 0 805306368 67584 0 32 0 16 0 0 0 1073741824 67135522 32 268435456 4 4 0 65536 0 0 0 1 0 0 0 0 0 0 4096 0 0 33554432 8192 0 0 0 0 0 0 68 67215648 32 19 0 0 0 4 0 0 131072 0 33554432 0 0 0 0 0 0 0 4112 98336 32 56 1066048 2 0 36 464 32800 1024 524288 8448 32
is_linear=0
shrinkage=0.04


Tree=870
num_leaves=31
num_cat=8
split_feature=4 12 4 1 0 0 4 4 0 0 3 9 3 13 0 3 12 1 0 12 4 1 9 0 3 0 6 17 5 3
split_gain=1.3703 1.34779 1.44528 1.08863 1.06128 1.43521 0.700235 0.817772 0.567786 0.551412 1.31724 0.782269 0.938798 0.513175 0.992103 1.762 1.12223 2.1355 0.966491 0.871923 0.869607 0.792759 0.764988 0.736008 0.721034 0.897822 0.786111 1.01633 1.2093 0.887862
threshold=101.00000000000001 0 44556186500.000008 4.5000000000000009 52.740000000000002 47.750000000000007 9300.0000000000018 581475000.00000012 39.07500000000001 39.07500000000001 2019.5000000000002 1 2015.5000000000002 2 39.07500000000001 2015.5000000000002 3 3.5000000000000004 40.250000000000007 4 850.00000000000011 5.5000000000000009 5 29.500000000000004 2003.5000000000002 42.710000000000008 6 7 9.0000000000000018 2002.5000000000002
decision_type=8 9 8 8 10 10 10 10 10 10 8 9 8 9 10 10 9 10 10 9 10 10 9 10 10 10 9 9 8 8
left_child=8 2 -2 -4 5 6 13 -8 -1 10 -5 12 -11 14 16 20 21 -18 19 -15 24 -3 -21 -19 25 26 -16 -28 -29 -30
right_child=1 4 3 9 -6 -7 7 -9 -10 11 -12 -13 -14 18 15 -17 17 23 -20 22 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=5.789243395902588e-05 -0.00013072964746775994 -1.9563792542243163e-06 -0.00021699464567930703 -6.1203254092241364e-05 -2.1894463184608528e-05 1.6702788041271788e-05 -6.6651858575497166e-05 -2.7081654538108067e-06 1.6703535580155914e-05 7.107176614660205e-05 -7.4469459872261721e-06 -2.0700731451945842e-05 7.7579683475192953e-06 2.1410663599681356e-05 2.9457925435885103e-05 0.00025851719533420692 0.00014163177790713633 -1.3508351218263215e-05 -2.9642865216921168e-05 -3.9254100356309607e-05 6.36245170372618e-05 3.9268956417899404e-05 7.1922505945209997e-06 -8.5020366957095917e-05 -1.7618386845157375e-05 0.00041460587934224693 3.5112326847759333e-05 -0.00049667983647651683 -0.00033958109084068153 -1.4720044023945889e-05
leaf_weight=25 68 92 55 32 53 68 39 139 36 39 275 134 127 245 106 57 51 201 112 100 30 31 324 60 71 49 106 33 33 156
leaf_count=25 68 92 55 32 53 68 39 139 36 39 275 134 127 245 106 57 51 201 112 100 30 31 324 60 71 49 106 33 33 156
internal_value=-0.000400271 -0.000526498 -0.0019973 -0.00144796 -1.84587e-05 0.000123574 -6.87623e-05 -0.0024581 0.00548387 -0.000953947 -0.00214286 0.000265781 0.0020339 0.000161464 -0.000404784 0.0005919 -0.00188073 -0.00309598 0.000934343 0.00152239 -6.83761e-05 0.00134328 0.000367816 -0.00465649 -0.000432432 0.000123967 -0.00045977 -0.00141593 -0.00291845 -0.00178947
internal_weight=2947 2886 730 662 2156 2103 2035 178 61 607 307 300 166 1857 1076 641 435 312 781 669 584 123 424 261 554 483 434 328 222 189
internal_count=2947 2886 730 662 2156 2103 2035 178 61 607 307 300 166 1857 1076 641 435 312 781 669 584 123 424 261 554 483 434 328 222 189
cat_boundaries=0 2 4 5 6 7 9 10 11
cat_threshold=67249152 32 0 18432 10 1064992 17893632 0 16432 66 10
is_linear=0
shrinkage=0.04


Tree=871
num_leaves=31
num_cat=11
split_feature=8 7 7 2 3 12 4 12 8 4 9 18 12 2 2 4 9 0 7 3 0 2 0 2 0 4 0 3 5 3
split_gain=3.25812 2.17927 1.4551 1.34557 1.32082 1.13733 1.38151 1.11516 0.934764 0.934698 1.05985 1.02455 0.990347 1.56491 1.08536 0.99221 0.905761 0.855949 0.884796 0.884864 0.82652 0.81081 0.77097 0.619988 0.685096 0.602616 0.66008 0.546187 0.542254 0.541745
threshold=0 1 2 89.500000000000014 2008.5000000000002 3 16000.000000000002 4 5 120418.00000000001 6 7 8 231.50000000000003 1150.0000000000002 481.00000000000006 9 42.960000000000008 10 1999.5000000000002 35.250000000000007 18.500000000000004 39.07500000000001 26.500000000000004 18.500000000000004 1158870000.0000002 30.500000000000004 2017.5000000000002 1.5000000000000002 2004.5000000000002
decision_type=9 9 9 10 10 9 8 9 9 10 9 9 9 8 10 8 9 8 9 8 10 10 10 10 10 8 10 10 8 8
left_child=5 4 3 -3 7 6 -1 -2 -8 10 11 -4 13 16 -15 -14 29 18 23 -20 -9 22 -21 -18 -25 -7 -27 -17 -24 -12
right_child=1 2 9 -5 -6 25 8 20 -10 -11 12 -13 15 14 -16 27 17 -19 19 21 -22 -23 28 24 -26 26 -28 -29 -30 -31
leaf_value=5.9421836190267641e-05 -7.7495701748588888e-05 4.9549109910174137e-06 0.0019196879050706528 9.3044406551570091e-05 -3.4757897923398673e-05 -1.782561409058303e-07 -3.5633626859450377e-05 6.1476058221607838e-05 2.3323500274017308e-05 -4.9705549014831263e-05 3.7695398681591997e-06 5.7018689808785444e-06 7.0003744531419441e-05 -0.00017626638619333334 1.5609891883698879e-05 -3.5876917791455299e-06 1.817741274777518e-05 3.1174832588405368e-05 -0.00015518132048146784 -5.0271135109341006e-05 -1.0137337343749665e-05 1.1214963092953668e-06 2.2995981452851311e-05 -1.9886800272175265e-05 3.6688193438081388e-05 5.402479764065049e-06 0.00028979029612131058 0.00081631998355579326 -2.5985401396440011e-05 -0.0001111083415976566
leaf_weight=32 122 195 28 27 40 30 117 40 118 74 31 75 50 79 25 642 85 49 26 82 184 261 25 39 25 42 112 34 117 133
leaf_count=32 122 195 28 27 40 30 117 40 118 74 31 75 50 79 25 642 85 49 26 82 184 261 25 39 25 42 112 34 117 133
internal_value=-0.000537415 -0.00110444 -0.000586843 0.00240343 -0.00382872 0.00255411 0.000791367 -0.00311239 -0.000254237 -0.000951877 -0.000774765 0.00298246 -0.00101517 -0.00184211 -0.00647619 0.000108548 -0.00130435 -0.000638889 -0.00102874 -0.00180077 -0.00119149 -0.00144033 -0.0032 0.001625 -0.00123077 0.00492308 0.00619355 -0.000295421 -0.0013986 -0.00388571
internal_weight=2939 2488 2102 222 386 451 267 346 235 1880 1806 103 1703 977 104 726 873 709 660 511 224 485 224 149 64 184 154 676 142 164
internal_count=2939 2488 2102 222 386 451 267 346 235 1880 1806 103 1703 977 104 726 873 709 660 511 224 485 224 149 64 184 154 676 142 164
cat_boundaries=0 26 43 61 62 64 90 92 93 95 97 106
cat_threshold=268435456 2054 0 0 2147549184 0 0 0 0 0 0 2052 8192 1049600 0 0 0 0 4096 2048 0 524288 4194304 0 0 268451840 268582913 48 1610612736 2048 0 2 0 536870912 33554432 32 8192 128 0 0 67108864 0 1073746048 0 0 68165632 2097152 32 0 0 272637952 0 0 0 256 128 268435456 0 0 0 384 1302530 68206848 32 0 0 0 0 0 0 0 0 0 0 0 4 8192 0 0 0 0 0 4096 0 0 0 4194304 0 0 16384 1073741824 8320 4 83960866 32 1 52 0 0 0 4 0 0 131072 0 2048
is_linear=0
shrinkage=0.04


Tree=872
num_leaves=31
num_cat=7
split_feature=7 7 10 2 14 4 4 2 4 2 2 3 11 2 7 2 2 2 2 15 2 3 4 2 3 4 2 2 3 2
split_gain=1.91124 1.43448 1.11036 1.76876 1.03025 1.08022 0.993414 0.97925 0.91405 0.811341 0.867328 0.998731 0.800336 1.04522 0.884203 0.773802 0.67795 0.676247 1.27993 0.906045 0.847271 1.09896 0.819601 0.734609 0.669196 0.612303 0.679436 0.696195 0.583033 0.928828
threshold=0 1 2 10.500000000000002 3 111.00000000000001 14469800500.000002 83.500000000000014 144221710000.00003 23.500000000000004 45.500000000000007 2013.5000000000002 4 24.500000000000004 5 7.5000000000000009 14.500000000000002 8.5000000000000018 9.5000000000000018 6 84.500000000000014 1958.5000000000002 27174645000.000004 6.5000000000000009 1989.5000000000002 3215.5000000000005 18.500000000000004 136.50000000000003 2017.5000000000002 16.500000000000004
decision_type=9 9 9 8 9 8 8 8 8 10 10 8 9 10 9 8 8 8 8 9 8 10 8 10 10 8 8 10 8 10
left_child=6 16 4 -4 8 -6 -1 -5 -3 15 -11 -12 13 -7 28 -8 -2 23 -19 20 22 -22 -20 -16 -15 -21 -27 -28 -14 -30
right_child=1 2 3 7 5 12 9 -9 -10 10 11 -13 14 24 17 -17 -18 18 19 25 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=5.916534501501758e-05 -6.6132651048889099e-05 0.00057186097148669295 -0.00020384183831389179 0.00017004748052986684 -4.4955991609683111e-05 3.0167292075873322e-05 7.6912511976701134e-06 -9.0341118518644234e-05 -2.2758217961502682e-05 0.00032984953389359362 3.0246751445126563e-05 -2.0597572804987862e-05 -2.7046635509719862e-05 1.6438152487907587e-06 -2.9962788332227322e-06 -2.1917966305622372e-05 -1.1559773835827515e-05 -8.1604035819182744e-05 0.0002180851072000678 -0.00013282055559091788 3.4446466160460434e-05 -6.5695713854907468e-06 -5.1181879626938103e-06 3.167500362177833e-05 -8.2280399234235804e-05 4.4012411725802279e-06 -4.3943163769881719e-05 5.2543753984188867e-05 -1.2718026917184489e-05 6.322547752930064e-05
leaf_weight=42 83 56 33 38 38 105 36 30 62 32 26 35 29 68 341 83 131 36 37 28 141 60 797 60 29 86 304 36 28 55
leaf_count=42 83 56 33 38 38 105 36 30 62 32 26 35 29 68 341 83 131 36 37 28 141 60 797 60 29 86 304 36 28 55
internal_value=-0.000532704 -0.000844967 -0.000566188 -0.00446429 -0.000382219 -0.000576671 0.00271698 -0.00115942 0.00310078 0.00169014 0.00446809 0.0016129 -0.000464079 0.00187793 -0.000702782 -0.0005 -0.00391111 -0.000908622 -0.00129751 -0.00111409 -0.000439771 0.00188119 -0.00100599 0.000547264 -0.00102041 -0.00258065 -0.00224824 -0.00304985 0.00260163 0.00452381
internal_weight=2965 2711 2497 101 2396 2278 254 68 118 212 93 61 2240 202 2038 119 214 1926 1525 1489 1035 201 834 401 97 454 426 340 112 83
internal_count=2965 2711 2497 101 2396 2278 254 68 118 212 93 61 2240 202 2038 119 214 1926 1525 1489 1035 201 834 401 97 454 426 340 112 83
cat_boundaries=0 18 36 37 38 40 57 58
cat_threshold=0 0 33562624 524800 524288 134217728 33554432 268443648 2048 16 32768 0 16 0 0 32 0 128 268566528 268435456 1073741824 262144 0 0 0 536870912 0 8192 8224 0 268435584 268435456 0 0 0 256 289 129 32768 1536 0 128 0 2048 0 64 0 0 0 32 0 0 0 0 0 0 128 2348810240
is_linear=0
shrinkage=0.04


Tree=873
num_leaves=31
num_cat=13
split_feature=7 8 7 3 4 8 4 15 3 4 4 7 3 3 9 6 13 6 1 0 0 1 3 4 4 6 3 8 13 0
split_gain=2.69777 2.3715 2.04461 1.06831 1.00327 1.00932 1.00535 0.990081 0.837612 0.82 0.781509 0.74878 0.6678 0.62087 0.774723 1.21705 0.866334 0.54594 0.956944 1.19088 0.532889 0.448869 0.381965 0.664389 0.831091 0.506356 0.356679 0.352775 0.319922 0.642849
threshold=0 1 2 1998.5000000000002 141.00000000000003 3 313.50000000000006 4 2010.5000000000002 55.000000000000007 22.000000000000004 5 2013.5000000000002 1990.5000000000002 6 7 8 9 5.5000000000000009 40.250000000000007 38.57500000000001 5.5000000000000009 2013.5000000000002 5368.5000000000009 1373290000.0000002 10 2016.5000000000002 11 12 40.675000000000004
decision_type=9 9 9 8 10 9 10 9 10 8 10 9 8 8 9 9 9 9 8 10 8 10 10 8 8 9 8 9 9 8
left_child=3 22 20 -1 5 -4 -6 8 21 -9 12 27 -5 -13 16 -16 -15 18 19 -18 -3 -7 23 -2 -25 -26 -17 -11 -8 -30
right_child=1 2 4 10 6 7 28 9 -10 11 -12 13 -14 14 15 26 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-1.0338902973927589e-05 3.4409062918783209e-05 -2.6550849831892265e-05 -0.00016839182783343176 4.6124889492489275e-05 -0.00014910336954166326 -0.00025815620696224785 -3.5652382731257152e-05 9.5536499777537648e-05 8.7469301085718595e-06 -3.5197951021359585e-07 4.472540699929084e-05 3.8007925173602073e-05 1.5553825252823118e-05 -8.7516434182788322e-06 2.4650153220306948e-06 -0.00086662026026694148 0.00014277631412792146 -4.8016241507298222e-08 0.00083527578157870151 -2.4395633258045282e-05 -5.2386516214184554e-05 -2.2057571137246159e-05 -2.7844847814755269e-05 -4.2978171944412228e-05 2.8317885295336967e-07 6.5049656394648996e-05 -8.5041144726218939e-05 1.6145050818145989e-05 -2.8483617787955496e-06 -4.8228564290369036e-05
leaf_weight=42 30 37 105 34 27 34 113 27 33 111 41 27 159 322 150 38 58 389 25 34 64 220 42 27 138 159 169 126 130 47
leaf_count=42 30 37 105 34 27 34 113 27 33 111 41 27 159 322 150 38 58 389 25 34 64 220 42 27 138 159 169 126 130 47
internal_value=-0.000770531 -0.00115856 -0.00165433 0.00292683 -0.00137523 -0.00102729 -0.00345912 -0.000777903 -0.00288591 -0.000349697 0.00408511 -0.000482759 0.00298969 -0.000883074 -0.00102867 -0.00255435 -0.000333731 0.000696325 0.00296875 0.00129032 -0.00696429 -0.00376471 0.00167076 0.00214085 0.0016 0.00221477 -0.00449541 0.00153226 -0.00274914 -0.00138298
internal_weight=2958 2682 2286 276 2185 1868 317 1763 287 1476 234 1449 193 1212 1185 357 828 506 117 92 101 254 396 354 324 297 207 237 290 177
internal_count=2958 2682 2286 276 2185 1868 317 1763 287 1476 234 1449 193 1212 1185 357 828 506 117 92 101 254 396 354 324 297 207 237 290 177
cat_boundaries=0 18 44 61 91 92 102 104 105 106 107 108 138 139
cat_threshold=0 128 8192 8192 0 134217792 4194304 8192 2048 0 0 256 0 0 67108864 0 128 128 0 2052 4 0 65536 1 0 0 0 32768 0 2052 2048 0 0 0 0 0 4096 8192 256 0 0 8 0 16384 147457 16 536870912 0 0 2 0 0 0 0 0 0 0 0 0 0 1073741824 0 0 0 0 0 0 0 0 0 0 0 33554432 8192 512 0 0 0 0 0 2048 2147483648 0 0 0 0 0 0 0 0 8192 2156920832 2 0 1048576 0 0 0 131072 0 33554432 8224 1 18560 448 2 400 10 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 4096 12
is_linear=0
shrinkage=0.04


Tree=874
num_leaves=31
num_cat=13
split_feature=8 7 5 12 3 12 3 2 9 12 12 2 2 12 8 2 2 7 12 1 13 2 3 2 2 2 2 3 5 9
split_gain=2.13702 1.47005 1.21831 1.3447 1.25752 1.1312 1.12429 0.95092 1.61606 1.8519 1.30965 2.10318 0.957174 0.866077 0.8136 1.02029 0.800839 0.807878 0.968194 1.32775 0.845812 0.794559 0.774191 0.705463 0.675795 0.890202 0.62069 0.577308 0.53509 0.521857
threshold=0 1 1.5000000000000002 2 2005.5000000000002 3 1977.5000000000002 14.500000000000002 4 5 6 2.5000000000000004 9.5000000000000018 7 8 58.500000000000007 15.500000000000002 9 10 5.5000000000000009 11 13.500000000000002 2013.5000000000002 1.5000000000000002 44.500000000000007 27.500000000000004 53.500000000000007 2009.5000000000002 1.5000000000000002 12
decision_type=9 9 10 9 8 9 10 10 9 9 9 10 10 9 9 10 10 9 9 8 9 10 8 10 10 10 10 8 8 9
left_child=5 2 3 6 -5 -1 21 8 10 -10 11 -3 -13 29 15 -7 -15 -18 -19 20 22 -2 -20 -6 25 -22 -23 -11 -12 -9
right_child=1 7 -4 4 23 14 -8 13 9 27 28 12 -14 16 -16 -17 17 18 19 -21 24 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.9748782684867479e-05 0.00036963762535997092 -0.0011183492176553146 1.7670771186431011e-05 1.6837877259945345e-05 -7.7164681601260549e-06 3.2223064113168222e-06 -1.779703100247332e-05 1.1944645985089154e-05 5.142253349212922e-05 3.495186970987163e-05 -0.00027578154369230391 4.5984719579266201e-05 -1.6789957435037195e-07 -0.0001684694090997141 6.0300384475198141e-06 -0.00020407978177981791 -3.7898988733786612e-05 1.269107232438671e-05 -0.00034257529731540615 -0.00013496642263874037 0.00024568884789040625 -1.8612753146030059e-05 -3.1762460919892987e-06 -4.7107569108817419e-05 2.7088942990438626e-05 -4.583101643778065e-05 0.00045890764911312945 -2.8623484994483307e-06 -5.5924752046436764e-05 -2.8419159882631107e-06
leaf_weight=115 25 26 31 37 41 88 32 118 238 25 33 59 53 37 216 26 229 138 43 48 25 28 58 213 66 32 28 284 138 434
leaf_count=115 25 26 31 37 41 88 32 118 238 25 33 59 53 37 216 26 229 138 43 48 25 28 58 213 66 32 28 284 138 434
internal_value=-0.00055312 -0.00100395 -0.00309417 -0.00375309 -0.00509934 0.00197368 0.00016129 -0.000553699 0.000466744 0.00175627 -0.0018125 0.00107383 0.00353982 -0.00126932 0.000703812 -0.00192 -0.00221252 -0.00190625 -0.000760095 -0.00212014 -0.000888889 0.00268293 -0.00339286 -0.00627451 0.00134328 -0.00172414 0 -0.0003125 -0.00406593 -7.1048e-05
internal_weight=2964 2519 435 404 291 445 113 2084 856 547 309 138 112 1228 330 114 676 639 410 272 224 81 101 254 123 57 56 309 171 552
internal_count=2964 2519 435 404 291 445 113 2084 856 547 309 138 112 1228 330 114 676 639 410 272 224 81 101 254 123 57 56 309 171 552
cat_boundaries=0 27 44 46 47 49 51 52 53 79 88 90 91 93
cat_threshold=0 2050 0 134217728 2147483648 0 0 0 0 32768 0 133120 2048 1048576 268435456 4096 0 0 33554432 2048 2147483904 0 0 0 0 16384 4 1 128 603979776 264704 0 134225922 0 268435456 2048 0 8192 0 0 268435456 0 0 1073745936 17827872 32 166944 256 20516 17989952 32 131170 1295648 0 0 0 0 2147483648 0 0 0 0 0 0 2048 0 0 0 4096 0 0 0 0 0 0 0 0 0 16384 0 16 0 0 32 0 131072 131072 65536 67108928 32 4 1 24596
is_linear=0
shrinkage=0.04


Tree=875
num_leaves=31
num_cat=11
split_feature=8 7 8 12 2 12 6 4 2 2 2 17 9 4 2 13 4 5 12 2 2 2 2 2 2 2 2 12 2 2
split_gain=2.54871 1.91923 1.57643 1.3822 1.3384 1.25031 1.91026 1.10212 1.08159 1.03007 1.04942 0.920312 0.958868 0.915751 1.35406 0.86654 0.796934 0.794137 0.790887 0.785872 0.781448 0.651735 1.06176 0.627998 0.741935 0.627631 0.613738 0.83508 0.65797 0.612506
threshold=0 1 2 3 231.50000000000003 4 5 10438345000.000002 11.500000000000002 1.5000000000000002 84.500000000000014 6 7 14469800500.000002 10.500000000000002 8 73462200.000000015 2.5000000000000004 9 23.500000000000004 71.500000000000014 31.500000000000004 49.500000000000007 39.500000000000007 26.500000000000004 8.5000000000000018 68.500000000000014 10 39.500000000000007 10.500000000000002
decision_type=9 9 9 9 10 9 9 8 8 8 10 9 9 8 8 9 8 8 9 10 8 8 10 10 8 10 10 9 10 10
left_child=3 4 16 8 7 6 -4 -2 -1 -8 17 -7 13 -13 -15 -5 -3 -11 23 -10 -14 29 -23 24 -18 -9 27 28 -19 -17
right_child=1 2 5 15 -6 11 9 25 19 10 -12 12 20 14 -16 21 18 26 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.3784180357561126e-05 -2.6331665677048476e-05 -0.00027715789270999381 0.00013405801130303985 8.3419534298201374e-06 1.2107887082777324e-05 -4.6299262614866165e-05 2.1614872749218252e-05 -1.8907083822732318e-05 -5.1151975768846113e-05 -9.5350961132112388e-05 1.7858958264227455e-06 0.00083525148519072447 8.6529703461479807e-06 2.2465054531295436e-05 -8.3777037421910454e-05 1.9310888314265641e-05 -2.7055992516977768e-06 -5.518176315604251e-06 -2.1331988029338333e-05 -1.8390621131914032e-06 6.5856102391741449e-05 -7.819303388771459e-05 1.3808706261642101e-05 -9.6878835895495294e-05 0.00035274398472537886 -2.6662370634475964e-05 -4.2946613438026306e-05 -4.7142480491970671e-05 2.2760124582852371e-05 0.0002758012012264288
leaf_weight=33 72 25 117 159 68 100 34 120 28 64 106 26 580 25 65 45 49 124 156 47 136 27 47 27 33 206 28 269 26 62
leaf_count=33 72 25 117 159 68 100 34 120 28 64 106 26 580 25 65 45 49 124 156 47 136 27 47 27 33 206 28 269 26 62
internal_value=-0.000564544 -0.00107013 -0.00051974 0.00217865 -0.0033543 -4.67563e-05 -0.00123235 -0.00431078 -0.00168067 -0.00208459 -0.00249191 0.000933192 0.00137604 -0.00188976 -0.00395604 0.0034188 -0.00318937 -0.00324219 -0.00263158 -0.00447368 0.00192572 0.0053125 0.00266667 0.000166667 0.00192771 -0.00330275 -0.00263393 -0.0022381 0.000248447 0.00759259
internal_weight=2904 2456 1990 448 466 1700 768 398 108 651 617 932 832 116 90 340 290 511 265 75 716 181 74 109 82 326 447 419 150 107
internal_count=2904 2456 1990 448 466 1700 768 398 108 651 617 932 832 116 90 340 290 511 265 75 716 181 74 109 82 326 447 419 150 107
cat_boundaries=0 27 44 74 76 78 79 80 82 83 85 86
cat_threshold=0 2058 4 0 2147549184 1 0 2147483648 0 0 0 131072 2048 1048576 268435456 0 0 0 33554432 0 256 0 0 0 0 268451840 4 131073 128 1677721600 512 0 8194 0 268435456 2048 32 32 128 0 268435456 0 0 1073745936 1073741840 0 0 0 0 0 0 0 0 0 0 2048 8192 0 0 4096 0 0 4096 2048 128 0 0 0 0 0 64 0 0 4096 67240000 34 16853088 34 66 49 0 24576 2 16875552 32 16777312
is_linear=0
shrinkage=0.04


Tree=876
num_leaves=31
num_cat=10
split_feature=7 7 12 2 17 2 2 12 2 2 4 15 12 2 2 12 2 3 2 12 5 2 4 12 2 2 2 2 2 3
split_gain=2.36676 1.67326 1.42979 2.19142 1.16817 1.10897 1.1055 1.06211 1.65126 1.35893 0.966346 0.817812 1.46326 1.95002 1.25593 1.10736 1.01935 0.989223 0.928118 0.842358 0.725619 0.760101 0.71934 0.676699 1.52703 1.33236 0.676364 0.645221 0.612087 0.606025
threshold=0 1 2 22.500000000000004 3 52.500000000000007 70.500000000000014 4 8.5000000000000018 41.500000000000007 5157000000.000001 5 6 129.50000000000003 403.00000000000006 7 99.000000000000014 1997.5000000000002 49.500000000000007 8 2.5000000000000004 48.500000000000007 72000.000000000015 9 53.500000000000007 11.500000000000002 21.500000000000004 1.0000000180025095e-35 24.500000000000004 1975.5000000000002
decision_type=9 9 9 10 9 10 10 9 10 10 8 9 9 10 8 9 10 10 10 9 10 10 10 9 10 10 10 10 10 10
left_child=2 4 -1 10 5 22 -5 8 -6 27 -4 12 13 18 17 16 20 23 28 -19 21 -13 -2 24 25 -14 -21 -9 -3 -30
right_child=1 11 3 6 7 -7 -8 9 -10 -11 -12 15 14 -15 -16 -17 -18 19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.5686377319390486e-05 -5.7327572603682602e-06 -6.0297518114538208e-06 8.0919040117635182e-05 0.00070852500289184659 0.00021113605283300531 -0.00022619279530424309 1.8409534040841891e-06 -4.0928656767853513e-05 -8.2405032191701376e-06 0.0001790191517451234 -3.1441920068431272e-06 -1.0836485530987261e-05 9.0013204423655683e-06 -0.00014296835914148431 0.00022040148065400445 -4.0621620331933176e-05 0.00015011271808734961 7.8179741782236087e-06 1.1282327121904246e-05 -2.5973752816099704e-06 7.0871888208330351e-05 -0.00014229703439788466 -4.3675719716453899e-05 1.2293710026405335e-05 2.551301959297092e-05 -7.2482998033933656e-05 -8.1479059682791895e-05 -0.00021068847385798508 -3.6443641048826689e-05 -3.5863772701105747e-06
leaf_weight=108 48 159 25 94 44 37 55 64 57 37 107 245 87 34 39 356 42 105 83 121 25 27 28 442 82 161 71 65 46 25
leaf_count=108 48 159 25 94 44 37 55 64 57 37 107 245 87 34 39 356 42 105 83 121 25 27 28 442 82 161 71 65 46 25
internal_value=-0.000719178 -0.0011649 0.00215 0.00363014 -0.00358056 -0.00693548 0.00706667 -0.00194245 0.00125 -0.00384181 0 -0.000721888 -0.000177353 -0.00240223 0.000536193 -0.00184136 -0.000171429 0.000280374 -0.00146497 -0.00167785 -0.00100671 -0.00161172 -0.00467532 0.00103493 -0.000351906 -0.00192771 -0.00315271 -0.006 -0.00277056 -0.00583333
internal_weight=2919 2530 389 281 380 113 149 267 101 166 132 2150 1455 347 1108 695 339 1069 313 297 297 272 76 772 330 248 192 129 230 71
internal_count=2919 2530 389 281 380 113 149 267 101 166 132 2150 1455 347 1108 695 339 1069 313 297 297 272 76 772 330 248 192 129 230 71
cat_boundaries=0 18 36 37 38 40 41 42 43 45 47
cat_threshold=2 0 33562624 8192 524320 64 0 268443648 65536 268435504 0 0 128 268435456 0 0 128 256 268566529 268435473 1073741824 512 0 0 0 536870912 33554432 0 8224 0 16 0 0 0 1073745936 128 68308000 14 75840 32 2222981120 67264576 68308034 66592 32 66816 34
is_linear=0
shrinkage=0.04


Tree=877
num_leaves=31
num_cat=10
split_feature=7 8 7 12 11 6 9 2 2 3 11 3 3 12 2 2 3 4 2 18 0 2 2 2 0 0 2 4 4 2
split_gain=3.45888 1.57085 1.56109 1.51093 1.38319 1.19158 1.90683 1.42357 1.76342 1.31201 1.30019 1.17014 1.22463 1.09317 1.15914 1.15704 1.05859 0.870986 0.768184 0.7512 0.709747 0.706723 0.831918 0.665455 1.01657 0.678329 0.617971 0.608888 0.628864 0.582595
threshold=0 1 2 3 4 5 6 28.500000000000004 16.500000000000004 1999.5000000000002 7 2020.5000000000002 2012.5000000000002 8 85.500000000000014 151.50000000000003 2005.5000000000002 6373145000.000001 44.500000000000007 9 38.57500000000001 26.500000000000004 73.500000000000014 8.5000000000000018 40.250000000000007 18.500000000000004 9.5000000000000018 1511170000.0000002 111.00000000000001 5.5000000000000009
decision_type=9 9 9 9 9 9 9 8 10 8 9 10 10 9 10 8 10 10 8 9 10 10 10 10 10 10 10 10 8 10
left_child=16 13 19 5 21 7 9 8 -4 -7 18 12 17 14 -2 29 23 27 26 -3 -12 -5 -23 24 -1 -25 -11 28 -6 -15
right_child=1 2 3 4 11 6 -8 -9 -10 10 20 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=2.1382555476208155e-05 -1.8041931527079671e-05 1.1127173641156674e-05 7.9225205102346769e-05 0.00015091456341007615 3.1208969890812456e-05 -2.7486125486362313e-05 -5.9093670492273984e-05 0.0011213302371922396 -0.0004318572325291825 0.00010693189753720134 1.7559796958366292e-06 -0.00012841570706935811 1.2370742196239348e-05 4.9553767942072114e-05 1.8187327893386397e-05 -8.2791400727693094e-05 -0.00023523907015867706 -7.532509259412734e-05 0.00014020525193970458 0.0001523013089084202 -4.658047501436613e-05 -2.2663957390314237e-05 6.7887858426374237e-05 0.00032163817353566773 -5.5703066014771711e-05 -4.3875179340702176e-05 6.4602096735200124e-07 0.00034745994485930966 -2.3108093843760003e-05 1.3562433272014119e-05
leaf_weight=45 90 61 77 56 27 27 117 54 27 36 274 32 89 31 26 26 44 30 51 49 81 30 26 30 49 141 81 25 1055 209
leaf_count=45 90 61 77 56 27 27 117 54 27 36 274 32 89 31 26 26 44 30 51 49 81 30 26 30 49 141 81 25 1055 209
internal_value=-0.000880881 -0.000407709 -0.000803109 -0.00104261 -0.00185373 0.000311005 -0.000442478 0.00331361 0.000761905 0.00057041 0.00103053 -0.00223798 -0.00205379 0.00193384 -0.00125984 0.0033213 -0.0048125 -0.00240773 0.00379888 0.00363636 -0.000382514 0.00227642 -0.000701754 -0.00398496 -0.00126316 -0.00546512 0.00220339 -0.00222022 -0.0023638 0.00431535
internal_weight=2996 2687 2305 2195 1370 825 667 158 104 550 523 1258 1226 382 116 266 309 1137 168 110 355 112 56 265 94 171 117 1107 1082 240
internal_count=2996 2687 2305 2195 1370 825 667 158 104 550 523 1258 1226 382 116 266 309 1137 168 110 355 112 56 265 94 171 117 1107 1082 240
cat_boundaries=0 17 40 56 57 59 60 62 65 66 67
cat_threshold=268566529 0 33554432 264704 2 66 0 268435456 0 32 8224 0 0 0 0 0 1073741952 268435456 0 0 0 0 1 262144 2147483648 0 0 0 131072 2048 0 268435456 0 0 0 0 8192 256 0 4194304 0 0 0 2097280 0 0 0 8192 0 16 0 128 128 0 0 32 16867424 32768 2147484672 82 0 30720 16388 0 524288 18030624 4
is_linear=0
shrinkage=0.04


Tree=878
num_leaves=31
num_cat=18
split_feature=7 8 12 12 0 8 7 6 1 12 9 6 11 0 11 3 12 3 3 0 18 12 9 6 3 7 1 3 1 0
split_gain=2.95961 2.17357 1.70677 1.33426 1.085 1.09683 1.07609 1.0333 1.09534 0.768006 1.03026 1.00465 0.775077 0.765323 0.69774 0.715396 0.687965 0.794453 0.695904 0.580938 0.572707 0.634523 0.536392 0.566487 0.666527 0.500779 0.983263 0.488445 0.485015 0.472145
threshold=0 1 2 3 14.500000000000002 4 5 6 4.5000000000000009 7 8 9 10 22.250000000000004 11 1962.0000000000002 12 2006.5000000000002 2013.5000000000002 44.07500000000001 13 14 15 16 2016.5000000000002 17 3.5000000000000004 2016.5000000000002 5.5000000000000009 26.500000000000004
decision_type=9 9 9 9 8 9 9 9 10 9 9 9 9 10 9 10 9 10 8 10 9 9 9 9 8 9 10 10 8 10
left_child=2 -2 25 -3 -5 -6 -7 8 -4 10 12 13 -8 -12 27 28 18 -18 -13 -9 -11 -22 23 24 -23 -1 -27 -15 -16 -25
right_child=1 3 7 4 5 6 9 19 -10 20 11 16 -14 14 15 -17 17 -19 -20 -21 21 22 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-1.8658859583204901e-05 3.4554683214835789e-05 -1.2747959521632879e-05 -0.00010846996166307577 -2.5842767216772701e-05 -3.0586596144530633e-05 1.1262991915721443e-05 7.4558592061180212e-07 -2.9158692143802512e-05 5.8247595134872657e-05 4.870180215988285e-05 1.0284145416328273e-05 3.6230978144295992e-05 -4.8901695469538707e-05 -2.1895759220633695e-05 -7.251001861160234e-05 -0.00065231535182725515 0.00013510132171301592 -3.5200887182185171e-06 -6.3340470221717736e-06 2.9272547438097264e-06 2.3705941260487861e-05 -5.5675784410524902e-05 -1.2655754201986725e-05 5.8370342481595115e-06 7.1732611925767746e-06 -2.0270723098327893e-05 -3.3071960846200458e-05 0.00014718903181723419 2.1991032196666537e-06 4.2275990269118325e-05
leaf_weight=104 114 189 37 131 111 102 140 98 102 58 138 30 135 196 58 25 130 43 88 25 125 29 121 100 100 58 187 29 38 102
leaf_count=104 114 189 37 131 111 102 140 98 102 58 138 30 135 196 58 25 130 43 88 25 125 29 121 100 100 58 187 29 38 102
internal_value=-0.000346467 0.000307298 -0.00279743 1.79453e-05 0.000323529 0.00056872 0.000812013 -0.00029304 0.002 0.000554245 -0.000113101 0.000636132 -0.00216783 -0.000484848 -0.00149856 -0.00378788 0.00245033 0.00402174 0 -0.00283582 0.00164087 0.00128028 0.000518359 0.00134503 -0.000714286 -0.00461111 -0.00570312 -8.47458e-05 -0.00247423 0.00262911
internal_weight=2943 2332 611 2218 2029 1898 1787 262 139 1685 1050 775 275 484 346 121 291 173 118 123 635 577 452 331 129 349 245 225 96 202
internal_count=2943 2332 611 2218 2029 1898 1787 262 139 1685 1050 775 275 484 346 121 291 173 118 123 635 577 452 331 129 349 245 225 96 202
cat_boundaries=0 18 44 46 48 77 93 94 96 98 99 100 103 105 106 107 109 110 127
cat_threshold=131072 268435472 0 2621952 32 64 0 268435456 65536 268443680 8224 384 16 0 0 0 1073746064 256 1342177280 0 0 0 8192 0 0 2147483648 0 32768 0 0 0 0 0 0 0 0 0 0 0 0 4194304 0 0 268435456 68354338 32 64 2 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 4096 0 0 0 2048 0 0 0 0 0 16384 64 0 524288 0 0 0 4 0 0 0 0 33554432 134217744 32768 0 0 0 0 32 12 16943362 32 1073741825 28672 156 4 4 1024 524288 163840 32 4 1064960 0 6148 274 0 0 0 2097664 32 0 0 0 0 0 8192 384 0 0 0 0 128
is_linear=0
shrinkage=0.04


Tree=879
num_leaves=31
num_cat=11
split_feature=8 2 2 12 8 4 2 9 13 6 12 12 4 2 2 9 2 2 2 2 9 2 4 4 2 2 2 2 2 12
split_gain=1.9563 1.33169 1.31709 1.36265 1.64823 1.21658 1.14344 1.10387 1.08454 1.30725 0.966824 0.965056 1.11082 0.956289 1.03993 0.817142 1.10638 0.778489 0.665646 0.671311 0.643159 0.604796 0.5632 0.545749 1.30619 0.488798 0.448981 0.440692 0.737171 0.541285
threshold=0 7.5000000000000009 535.00000000000011 1 2 9330535000.0000019 1150.0000000000002 3 4 5 6 7 48265265000.000008 51.500000000000007 34.500000000000007 8 20.500000000000004 67.500000000000014 1.5000000000000002 4.5000000000000009 9 24.500000000000004 4683340000.000001 6050.0000000000009 46.500000000000007 7.5000000000000009 3.5000000000000004 67.500000000000014 169.50000000000003 10
decision_type=9 8 10 9 9 8 10 9 9 9 9 9 8 10 8 9 8 10 10 10 9 10 10 10 8 10 10 10 10 9
left_child=11 7 3 4 -3 22 -4 -2 9 17 26 12 -1 14 25 16 -7 -5 -12 -20 -10 -22 23 -6 -25 -14 -9 29 -29 -17
right_child=1 2 6 8 5 15 -8 10 20 -11 18 -13 13 -15 -16 27 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00012722601623543994 2.8022435422982996e-05 -7.4876094418385727e-05 0.00019384422459900463 -3.8766146209923137e-05 -8.4589251537892091e-06 -1.0738965530592281e-05 7.0504608784460741e-06 0.00020206580744797976 1.2969908088820149e-05 3.1891075659729041e-06 2.2717846310484901e-05 -2.9363132298740881e-05 2.543879955396733e-07 -6.0828643228276748e-05 0.00014130147054451926 -2.3694199234469692e-05 -0.00011306852367209075 6.5315938531540498e-06 -4.705093122879589e-05 -1.9014081281909513e-06 1.1300985095630268e-06 -0.00010778266605527165 -2.5889549541489031e-05 2.9849256175822348e-05 -2.2770628094193057e-05 -2.0960306244219853e-05 1.3677247372996249e-05 2.4636128554789138e-05 -3.2188895722917724e-05 1.0251152095008821e-06
leaf_weight=27 128 103 30 149 71 59 47 83 433 190 37 223 27 34 31 186 52 55 69 52 65 41 25 30 30 33 103 129 28 377
leaf_count=27 128 103 30 149 71 59 47 83 433 190 37 223 27 34 31 186 52 55 69 52 65 41 25 30 30 33 103 129 28 377
internal_value=-0.000712347 -0.000309717 -0.000742504 -0.000938735 -0.00188919 -0.00134269 0.00435897 0.00160677 0.000190678 -0.00138272 0.000338028 -0.00336788 -0.000736196 -0.00238095 -0.000217391 -0.000745192 -0.00377049 -0.00353488 -0.00189349 -0.00344262 0.00134545 -0.00136752 -0.00458599 -0.00348485 -0.000655738 -0.00327869 0.0022335 -0.000218878 0.00164557 -0.000744681
internal_weight=2947 2572 2100 2023 1090 987 77 472 933 394 344 375 152 125 91 831 111 204 158 121 539 106 156 131 60 60 186 720 157 563
internal_count=2947 2572 2100 2023 1090 987 77 472 933 394 344 375 152 125 91 831 111 204 158 121 539 106 156 131 60 60 186 720 157 563
cat_boundaries=0 30 32 55 57 58 59 61 62 64 66 68
cat_threshold=2415919104 1048584 0 0 2147483648 0 0 0 1 0 0 0 8256 0 0 4096 0 0 33554432 10240 0 0 0 0 0 16384 64 0 0 12288 16850978 32 0 4 0 0 0 1 0 2147483648 0 0 0 4 2048 0 0 0 0 0 0 0 0 0 4194304 0 20608 12 28 17506 32 16787522 0 4256 0 18468 8192 32
is_linear=0
shrinkage=0.04


Tree=880
num_leaves=31
num_cat=10
split_feature=7 12 4 12 11 1 2 0 7 9 2 9 6 12 2 2 2 1 4 1 2 2 1 0 2 9 3 2 1 2
split_gain=2.61111 1.66236 1.56023 1.43526 1.34139 1.11794 1.1129 1.08492 1.01698 1.0164 1.29719 0.758095 0.790845 1.07052 1.50959 1.80339 1.43474 1.04324 0.805535 0.747113 0.72239 0.72237 0.695283 0.625974 0.612334 0.736756 1.59829 0.599527 0.588244 0.580263
threshold=0 1 25235975000.000004 2 3 4.5000000000000009 41.500000000000007 22.750000000000004 4 5 37.500000000000007 6 7 8 17.500000000000004 84.500000000000014 161.00000000000003 3.5000000000000004 2772799500.0000005 5.5000000000000009 4.5000000000000009 75.500000000000014 3.5000000000000004 37.750000000000007 90.500000000000014 9 1993.5000000000002 44.500000000000007 5.5000000000000009 25.500000000000004
decision_type=9 9 8 9 9 10 10 8 9 9 8 9 9 9 8 10 10 8 10 8 10 8 8 10 10 9 10 10 8 10
left_child=2 4 -1 28 6 -6 -2 -7 22 10 -5 -10 29 14 19 21 -17 -15 -19 -14 -11 27 -3 -12 25 -9 -27 -16 -4 -13
right_child=1 8 3 9 5 7 -8 24 11 20 23 12 13 17 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.3438708348020329e-05 1.3769904642657594e-06 -0.00011823327146643693 -0.00035669743825735624 -9.3391354010918803e-06 -3.8178145679097501e-05 4.6641962450060251e-05 -4.0390406814978519e-05 1.167745422847588e-06 4.9343096625591444e-05 0.00033824343067827555 0.00023652737967967853 -1.264040943645739e-05 1.8832992082380428e-05 0.00017688150190572571 -5.3247229855770682e-05 0.0011902807599715004 -2.807000996327247e-05 -2.1892901835940395e-05 3.6186759480472121e-06 -3.3067509171118558e-05 -2.5127408692284803e-05 -0.00079312050797568649 4.1212992899630766e-06 0.00022013953670139586 8.7525554359118017e-05 2.2623367960932228e-05 0.00050408301197244041 1.1566861103418092e-06 -0.00014384436161336112 0.00010910503259761839
leaf_weight=73 87 36 63 54 62 36 49 245 105 27 32 119 97 35 101 27 27 708 33 35 77 31 413 27 54 120 29 52 37 52
leaf_count=73 87 36 63 54 62 36 49 245 105 27 32 119 97 35 101 27 27 708 33 35 77 31 413 27 54 120 29 52 37 52
internal_value=-0.000591033 -0.000117005 -0.00359102 -0.00245283 0.00155844 0.00244165 -0.00190476 0.00313402 -0.000733262 -0.000438596 0.00209677 -0.00125611 -0.00152108 -0.00190147 -0.000104987 -0.00200837 0.00436364 -0.0027446 -0.00309973 0.00330827 -0.00313043 -0.00389189 0.000913043 0.00633333 0.00258352 0.00202532 0.004125 -0.00272727 -0.00612613 0.000989011
internal_weight=2943 2553 390 317 682 546 136 484 1871 217 113 1422 1317 1146 370 238 54 776 741 132 104 184 449 59 448 394 149 153 100 171
internal_count=2943 2553 390 317 682 546 136 484 1871 217 113 1422 1317 1146 370 238 54 776 741 132 104 184 449 59 448 394 149 153 100 171
cat_boundaries=0 18 19 20 21 32 34 36 37 39 41
cat_threshold=131073 32 536870912 526848 0 66 0 805306368 0 134217728 32800 128 268435472 268435456 0 0 4224 256 51264 1097824 32 268435458 0 1073750016 2097156 32 0 0 139264 33556480 0 8192 0 2048 1073741824 8208 4 139296 32 0 10276
is_linear=0
shrinkage=0.04


Tree=881
num_leaves=31
num_cat=11
split_feature=7 4 4 12 2 4 7 11 2 1 12 4 7 13 6 2 12 2 2 2 13 2 2 2 2 2 2 2 2 12
split_gain=2.4214 1.35002 1.64733 1.31352 1.36664 0.86865 0.861986 0.803789 1.04098 1.11543 0.930587 1.13212 0.917178 1.35338 1.30773 1.17275 0.999449 0.887688 0.826982 0.724913 0.748441 1.59508 1.0299 0.72315 0.614469 0.923422 0.608129 0.590356 0.524394 0.760799
threshold=0 8015305000.000001 4683340000.000001 1 16.500000000000004 2091500000.0000002 2 3 99.000000000000014 4.5000000000000009 4 87817200000.000015 5 6 7 41.500000000000007 8 24.500000000000004 22.500000000000004 81.500000000000014 9 39.500000000000007 41.500000000000007 12.500000000000002 26.500000000000004 47.500000000000007 52.500000000000007 14.500000000000002 44.500000000000007 10
decision_type=9 8 10 9 8 10 9 9 10 10 9 8 9 9 9 10 9 8 10 10 9 10 10 10 8 10 8 10 10 9
left_child=3 2 5 24 -5 28 26 8 9 -8 -9 -12 19 14 -14 16 23 -11 -16 20 21 -13 -22 -15 27 -26 -3 -1 29 -2
right_child=1 6 -4 4 -6 -7 7 10 -10 17 11 12 13 15 18 -17 -18 -19 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.6589425671469373e-05 -2.237060281522929e-05 -1.947548147544609e-05 -3.3498815872761159e-05 1.4394700781643621e-05 -2.0120730277781718e-05 0.00046816720812490334 -6.2389535982418918e-05 2.8023522751396967e-06 6.8924024416858746e-05 7.8099528017148151e-05 0.0013595185085016226 -8.0740873235001239e-05 2.2377484071078868e-05 -9.8073602875707873e-05 1.4098537972273562e-05 -4.6652257621531136e-05 -4.9730981264417548e-06 -1.7677935655129317e-05 -3.8338363079191141e-05 1.8580538708441454e-05 1.0601237796805663e-05 6.322402897158242e-05 -5.4795934394427093e-05 -3.2615831253011152e-05 0.00073560309760139836 1.366712996045294e-05 -9.6833930347912654e-05 -2.0426778531046353e-05 -1.1026649007419564e-05 1.0017445623446974e-05
leaf_weight=67 123 70 28 30 91 26 50 709 27 45 25 76 110 106 73 117 294 47 83 54 168 54 44 61 33 63 33 46 82 109
leaf_count=67 123 70 28 30 91 26 50 709 27 45 25 76 110 106 73 117 294 47 83 54 168 54 44 61 33 63 33 46 82 109
internal_value=-0.000597623 -0.00100571 -0.00325203 0.00258065 -0.000757576 -0.00246334 -0.000640854 -0.000454968 0.00211111 0.000839161 -0.000685139 -0.00133229 -0.00151491 -0.00224561 0.000144404 -0.00332767 -0.00246753 0.00344086 -0.00215569 9.82801e-05 -0.00058309 -0.00283688 0.000896861 -0.00483146 0.00445455 0.00701031 -0.00403509 0.00263158 -0.00304762 -0.00206009
internal_weight=2944 2614 368 330 121 340 2246 2143 169 142 1974 1265 1240 844 266 578 461 92 156 396 342 130 212 167 209 96 103 113 314 232
internal_count=2944 2614 368 330 121 340 2246 2143 169 142 1974 1265 1240 844 266 578 461 92 156 396 342 130 212 167 209 96 103 113 314 232
cat_boundaries=0 18 20 37 40 42 59 60 61 63 64 65
cat_threshold=0 128 1048576 2099204 524288 134217728 0 8192 33554432 16 0 64 0 0 67108864 32 0 128 98626 32 0 268435456 536879104 0 32 0 0 268435456 0 0 0 0 0 0 0 0 1073741952 32768 512 524288 16827648 32 0 0 1073741824 0 0 0 131072 131072 2048 134217728 32768 0 0 0 0 0 4096 4 324 67313664 2 12 65858
is_linear=0
shrinkage=0.04


Tree=882
num_leaves=31
num_cat=12
split_feature=7 8 7 0 12 2 2 17 9 12 1 12 9 2 2 2 2 2 3 0 2 9 2 12 9 2 5 5 0 2
split_gain=3.81722 1.84161 1.349 1.26395 1.10559 0.915203 0.837473 0.750929 1.01819 1.19383 1.00967 0.881932 0.761915 1.48797 1.20639 0.850342 0.761063 0.917175 0.744201 0.718778 1.21616 0.628602 1.69876 0.597892 0.642125 0.68933 0.575564 0.713119 0.618198 0.626437
threshold=0 1 2 29.500000000000004 3 8.5000000000000018 59.500000000000007 4 5 6 5.5000000000000009 7 8 8.5000000000000018 38.500000000000007 24.500000000000004 4.5000000000000009 28.500000000000004 1998.5000000000002 42.250000000000007 22.500000000000004 9 182.50000000000003 10 11 25.500000000000004 4.5000000000000009 1.5000000000000002 40.675000000000004 73.500000000000014
decision_type=9 9 9 10 9 10 10 9 9 9 10 9 9 8 8 10 10 10 10 10 10 9 8 9 9 10 8 10 10 10
left_child=4 3 5 -2 -1 -3 -5 10 11 12 26 -9 13 -10 15 -14 -13 -18 -16 23 -21 -6 -23 -11 -25 -26 27 -4 29 -28
right_child=1 2 7 6 21 -7 -8 8 9 19 -12 16 14 -15 18 -17 17 -19 -20 20 -22 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=-1.6257630086400356e-05 2.5465799634574184e-05 3.0236149543583225e-05 -1.9538609109730487e-05 9.5166318374140253e-07 -1.9363891580184146e-05 5.5860848950928244e-06 1.8326512297832665e-05 1.0264989304431538e-06 0.0012585002633093722 1.2447700378288573e-05 -4.4819389543135913e-05 -0.00029426760802735429 -3.2941376263728726e-05 -3.4498983964326156e-06 4.7245973201555102e-05 -9.1947424231904047e-05 -2.4182875289042726e-05 -0.00012790787974232388 -1.4122080830603068e-05 -2.2588306668893667e-05 3.8637624535624581e-05 -0.00026149994171440486 -8.9120323400138087e-06 -2.2199735390415755e-07 4.1457822869048758e-05 0.00012670215620136816 -7.9626419509253317e-05 -3.8115793019741776e-05 2.8087868986972353e-05 8.2717366729099238e-05
leaf_weight=242 47 57 54 148 209 188 49 131 25 319 41 30 176 84 92 27 75 27 29 88 30 61 40 391 69 32 57 37 37 29
leaf_count=242 47 57 54 148 209 188 49 131 25 319 41 30 176 84 92 27 75 27 29 88 30 61 40 391 69 32 57 37 37 29
internal_value=-0.000308008 0.000394958 9.3633e-06 0.00360784 -0.00326821 0.00273438 0.00232323 -0.000359598 -3.66748e-05 0.000407866 -0.00233083 -0.00226277 -0.00130631 0.0015 -0.00226866 -0.00421569 -0.00447552 -0.0031068 0.000819672 0.00121277 -0.00168067 -0.00485981 -0.00767857 0.00165025 0.000715706 0.00339286 -0.00130233 -0.00369565 0.000483871 -0.00137931
internal_weight=2921 2369 2125 244 552 245 197 1880 1625 1362 255 263 433 109 324 203 132 102 121 929 118 310 101 811 492 101 214 91 123 86
internal_count=2921 2369 2125 244 552 245 197 1880 1625 1362 255 263 433 109 324 203 132 102 121 929 118 310 101 811 492 101 214 91 123 86
cat_boundaries=0 17 38 51 53 54 56 58 59 61 63 64 66
cat_threshold=268435457 268435504 536870912 2560 0 66 0 268435456 65536 16 8224 128 268435472 0 67108864 0 1073746064 0 4 0 0 8192 1 0 2147483648 0 0 0 0 2048 0 0 4096 0 0 0 2048 256 16384 128 67117056 0 0 0 37748736 536879104 0 32 32768 256 128 85018626 2 22 256 16432 67119106 2 16738 0 4228 0 22528 17989696 0 2176
is_linear=0
shrinkage=0.04


Tree=883
num_leaves=31
num_cat=11
split_feature=4 7 7 12 7 13 2 9 12 17 6 0 12 2 0 12 2 2 2 0 5 2 2 2 1 5 2 2 2 0
split_gain=2.53921 1.75917 1.20657 0.93437 1.15111 0.983423 0.945394 1.01278 0.996802 0.966707 1.0601 1.04364 0.905237 0.849911 0.842472 0.803147 0.735302 0.720311 1.21137 0.955734 0.756209 0.716845 0.625215 0.610485 0.665269 0.649864 0.608507 0.598025 1.02676 0.595938
threshold=9736.0000000000018 0 1 2 3 4 21.500000000000004 5 6 7 8 46.250000000000007 9 172.50000000000003 35.600000000000009 10 70.500000000000014 71.500000000000014 176.00000000000003 12.250000000000002 2.5000000000000004 26.500000000000004 8.5000000000000018 77.500000000000014 5.5000000000000009 3.5000000000000004 3.5000000000000004 50.500000000000007 23.500000000000004 38.20000000000001
decision_type=10 9 9 9 9 9 10 9 9 9 9 10 9 10 8 9 10 10 10 8 8 8 10 10 8 8 8 10 8 10
left_child=1 -1 21 5 12 -4 7 26 13 -9 22 15 -5 16 -2 -12 -8 19 -19 -10 -21 -3 -11 25 -25 -16 -6 28 -14 -22
right_child=14 2 3 4 6 -7 8 9 17 10 11 -13 27 -15 23 -17 -18 18 -20 20 29 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.0920039913363555e-05 5.4939172086676537e-05 1.0699692307127862e-05 5.654638248095978e-06 4.7578704028268251e-05 2.1418392743726145e-05 -4.070349251691141e-05 -2.4104619817109098e-05 -0.00010535000024020747 -1.287363112140838e-05 -5.8519866396054001e-05 6.4047302554044445e-05 0.00013046421048748869 -2.3897580577170174e-06 5.8262752420290551e-06 -0.00013699715829687875 6.2010301319048723e-06 -2.1779704794120393e-05 3.4312481582077228e-05 -6.4262958810772371e-05 3.7991344707002386e-05 2.3134695637594406e-06 0.0028881506175154215 7.4245725748056663e-06 4.6216418033040442e-06 -0.00042014603115639207 -3.0978996179129584e-05 -4.6840893155106757e-05 -5.0092614762071721e-05 0.0021288887118931401 -1.787002397453108e-05
leaf_weight=219 25 84 128 109 43 206 247 103 25 63 123 29 49 51 27 340 80 98 49 26 113 25 127 26 26 148 172 46 28 110
leaf_count=219 25 84 128 109 43 206 247 103 25 63 123 29 49 51 27 340 80 98 49 26 113 25 127 26 26 148 172 46 28 110
internal_value=-0.000753564 -0.000393467 -8.04829e-05 -0.000277778 4.89716e-05 -0.0022029 -0.000298343 0.000519481 -0.001325 0.0011809 0.0017316 0.00270378 0.00263374 -0.00277635 -0.00458498 0.00228448 -0.00359756 4.62963e-05 0.0022973 -0.00116364 -0.0004 0.00383333 -0.00079602 -0.00535088 -0.00150943 -0.00647727 -0.00185841 0.000149254 0.00230769 -0.00116071
internal_weight=2945 2693 2474 2365 2031 334 1799 1000 799 785 682 492 232 378 252 463 327 421 147 274 249 109 190 227 52 175 215 123 77 223
internal_count=2945 2693 2474 2365 2031 334 1799 1000 799 785 682 492 232 378 252 463 327 421 147 274 249 109 190 227 52 175 215 123 77 223
cat_boundaries=0 18 30 32 49 50 52 53 54 55 57 58
cat_threshold=147457 16 1611661312 524800 32 0 0 268435456 0 0 0 0 128 0 0 0 1073741824 256 0 0 8192 2048 0 0 0 536879104 0 8192 32768 64 67118080 2 0 1 67108864 4 0 0 0 0 2048 32 0 2097152 0 0 0 0 16 4 257 24608 16877664 48 258 17858624 32 1245248
is_linear=0
shrinkage=0.04


Tree=884
num_leaves=31
num_cat=7
split_feature=8 3 17 1 3 5 2 2 15 9 2 0 3 3 1 3 6 18 3 2 2 2 2 0 6 0 2 2 2 2
split_gain=2.40256 2.29646 1.22437 1.57299 1.16044 0.872637 2.27746 1.12014 0.779196 0.899609 1.04381 1.30764 1.11808 1.09163 1.28901 0.771785 0.891277 0.70802 0.701392 0.67057 0.648086 0.660981 0.848371 0.645527 0.634109 1.03394 0.729519 0.681722 0.606718 0.9395
threshold=0 1998.5000000000002 1 5.5000000000000009 2020.5000000000002 1.5000000000000002 7.5000000000000009 47.500000000000007 2 3 28.500000000000004 29.500000000000004 2008.5000000000002 2015.5000000000002 4.5000000000000009 2000.5000000000002 4 5 2011.5000000000002 30.500000000000004 8.5000000000000018 63.500000000000007 95.500000000000014 38.57500000000001 6 44.07500000000001 18.500000000000004 9.5000000000000018 41.500000000000007 14.500000000000002
decision_type=9 8 9 10 8 8 8 10 9 9 10 10 10 8 10 8 9 9 8 8 10 10 10 8 9 10 10 8 10 10
left_child=1 -1 3 -2 -3 6 -6 19 17 10 11 -10 24 -12 -15 -11 18 -4 -17 -7 -19 -22 -23 -18 26 27 -13 -26 29 -20
right_child=2 4 8 -5 5 7 -8 -9 9 15 13 12 -14 14 -16 16 23 20 28 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00095815089799621944 -1.6984201151970523e-05 -1.3783383127261573e-05 -4.5206687282188796e-05 -4.3206050320456772e-05 0.0010343367697342742 9.433898856130441e-06 -4.643181191326562e-05 7.4721659663836703e-05 1.1521069897995063e-05 -0.00024413017568058139 4.1308577410603677e-06 4.9809119170163282e-06 -7.0367055887814449e-05 -0.00018805661334354796 -8.8576381897809136e-06 4.4508496568340661e-05 0.003990093300211015 5.2966908407725553e-06 -1.5458299764645743e-05 -4.7478894408961026e-05 -4.667832227905677e-05 0.0003435131509488798 -2.4620970210875725e-05 2.2637799421403315e-05 4.7955710616420792e-06 0.00024694094903743747 0.00019370274595921445 -2.157712585223237e-05 2.8529513317678833e-05 -0.00011480354003445825
leaf_weight=32 245 87 44 52 30 203 66 89 208 34 87 183 89 77 296 25 29 114 89 30 168 26 32 232 52 28 36 179 25 35
leaf_count=32 245 87 44 52 30 203 66 89 208 34 87 183 89 77 296 25 29 114 89 30 168 26 32 232 52 28 36 179 25 35
internal_value=-0.000533698 0.00186131 -0.00107679 -0.00344156 0.0012253 0.00210024 -0.00123711 0.00309598 -0.000724154 -0.000349854 -0.000914928 -2.57732e-05 -0.00102113 -0.0024295 -0.00336898 0.001125 0.0016055 -0.00232911 -0.000648649 0.00162393 -0.00175953 -0.00299559 0.000677966 0.00301471 -0.000250522 -0.00155556 0.00130435 -0.0025 -0.00173333 -0.00288
internal_weight=2922 537 2385 297 505 418 96 322 2088 1704 1235 775 567 460 373 469 435 384 174 233 340 226 58 261 478 259 219 231 149 124
internal_count=2922 537 2385 297 505 418 96 322 2088 1704 1235 775 567 460 373 469 435 384 174 233 340 226 58 261 478 259 219 231 149 124
cat_boundaries=0 30 31 32 34 35 36 37
cat_threshold=0 4 4 0 8192 0 262144 2147483648 0 0 0 2052 10240 1024 268435456 0 0 0 0 8192 0 0 4194304 8 0 1073774592 0 0 0 4096 22 2282749952 131072 22560 28 4 86
is_linear=0
shrinkage=0.04


Tree=885
num_leaves=31
num_cat=8
split_feature=7 2 8 2 0 17 2 2 2 6 0 2 2 2 8 6 2 2 2 2 2 0 2 5 1 3 0 6 5 11
split_gain=4.09859 1.15356 1.14753 0.950898 0.754584 0.642717 0.633605 0.563066 0.537985 0.515386 0.969391 0.801479 0.495802 0.962264 0.626237 0.98812 0.887353 0.909525 0.869524 0.815539 0.668474 0.60435 0.59749 1.09199 0.733944 0.681784 0.538321 0.947007 0.95009 0.792835
threshold=0 99.000000000000014 1 542.50000000000011 55.500000000000007 2 44.500000000000007 40.500000000000007 12.500000000000002 3 15.500000000000002 20.500000000000004 24.500000000000004 25.500000000000004 4 5 2.5000000000000004 5.5000000000000009 10.500000000000002 2.5000000000000004 2.5000000000000004 35.250000000000007 182.50000000000003 1.0000000180025095e-35 4.5000000000000009 2016.5000000000002 44.07500000000001 6 3.5000000000000004 7
decision_type=9 10 9 10 10 9 10 8 8 9 10 8 10 10 9 9 10 10 10 8 8 8 10 10 8 10 10 9 8 9
left_child=1 5 6 -3 12 7 8 -1 -2 10 -7 -12 14 -14 16 20 -4 -18 -19 -17 -16 -21 24 -24 -15 26 27 29 -29 -26
right_child=2 3 4 -5 -6 9 -8 -9 -10 -11 11 -13 13 22 15 19 17 18 -20 21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-1.9268669549887819e-05 -8.0944217249694366e-05 5.6374849790614693e-05 -6.6813465173964918e-06 -0.00026222927431383879 -1.8048093689415625e-05 2.4413419455271423e-06 -7.8466305954592028e-05 -0.00040498283164218661 4.2474141714876623e-07 -1.7007833837219268e-05 -0.00011313652708732746 -3.312469119933326e-05 -8.0244730682039748e-05 2.8190255485611714e-05 3.407892584441186e-05 -0.00012313010982815343 9.7110944101785895e-05 -4.1226675560324108e-06 1.4769125097657821e-05 -5.4451279288976194e-05 -2.7644447142876062e-05 1.7162331699580593e-05 2.281487718164499e-05 -1.8062986966143057e-05 -1.2024295899379923e-05 8.6835734414307815e-05 6.4083109743506838e-06 5.6878914229230309e-07 -7.175668875198937e-05 9.1970798564133811e-06
leaf_weight=97 38 38 50 35 27 39 41 36 35 186 52 103 51 76 45 47 29 68 131 36 309 493 121 27 223 25 49 61 145 248
leaf_count=97 38 38 50 35 27 39 41 36 35 186 52 103 51 76 45 47 29 68 131 36 309 493 121 27 223 25 49 61 145 248
internal_value=-0.000857529 -0.0038191 -0.000108969 0.000810811 9.6831e-05 -0.00455253 -0.00384 -0.00708333 -0.00189189 -0.00337596 -0.00487805 -0.00653846 0.000178971 -0.000467381 0.000727874 0.00021254 0.00235294 0.00349345 0.0025 0.00122658 -0.00142466 0.00169811 -0.000184426 0.00214765 -0.000603865 -0.000984043 -0.00121045 -0.00150442 -0.00368664 -0.000456432
internal_weight=2961 586 2375 73 2261 513 114 133 73 380 194 155 2234 1026 1208 930 278 228 199 576 354 529 975 148 827 751 726 677 206 471
internal_count=2961 586 2375 73 2261 513 114 133 73 380 194 155 2234 1026 1208 930 278 228 199 576 354 529 975 148 827 751 726 677 206 471
cat_boundaries=0 17 43 44 45 74 75 76 77
cat_threshold=268435456 1 1678770176 786944 32 0 33554432 805306368 0 8224 8224 8384 0 0 67108864 32 1073745936 268435472 2 0 0 2147483648 0 0 0 0 0 0 0 0 0 0 0 0 0 33554432 0 0 0 0 8 0 16384 10 28 0 12 0 0 0 1 0 0 0 0 0 0 2048 0 0 0 0 0 0 0 256 0 20971520 0 0 0 0 0 524288 266 30 32
is_linear=0
shrinkage=0.04


Tree=886
num_leaves=31
num_cat=11
split_feature=8 7 2 12 9 2 9 2 12 12 12 3 0 1 12 3 0 1 3 8 3 2 0 3 3 12 3 2 0 3
split_gain=1.91134 1.96396 1.69538 1.66817 1.18385 1.13039 1.70374 1.57656 1.4083 1.12038 1.05774 1.76873 1.75983 1.07481 1.05348 1.41493 1.63368 1.04266 1.02208 0.999187 0.888337 0.867525 0.791209 0.789319 0.938889 0.773177 0.709765 0.70895 0.694874 0.683733
threshold=0 1 13.500000000000002 2 3 2.5000000000000004 4 25.500000000000004 5 6 7 2013.5000000000002 20.500000000000004 2.5000000000000004 8 2005.5000000000002 30.500000000000004 5.5000000000000009 2010.5000000000002 9 2019.5000000000002 26.500000000000004 15.500000000000002 2002.5000000000002 2015.5000000000002 10 2025.5000000000002 83.500000000000014 16.750000000000004 2018.5000000000002
decision_type=9 9 10 9 9 10 9 10 9 9 9 8 8 10 9 10 10 10 8 9 8 10 10 10 10 9 8 10 10 8
left_child=14 5 10 18 21 -2 7 8 -7 -9 13 -12 -13 -3 19 16 28 -18 -4 -1 -14 -5 -11 -6 -25 -22 -20 -8 -16 -15
right_child=1 2 3 4 23 6 27 9 -10 22 11 12 20 29 15 -17 17 -19 26 -21 25 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=6.0234697542682623e-07 -3.9200886376846714e-05 -4.8508561780771232e-05 6.133680265872243e-05 -3.6264959697689391e-05 -0.00012090421440703381 -3.7816808866608653e-06 1.6695948453033795e-05 -4.0422200592828975e-05 1.5167435530933915e-05 1.6018467750846809e-05 -3.4938821949168643e-05 -0.00032004579401181846 0.00031477699168839027 -4.3112876091555567e-06 -1.3867379259338008e-05 3.1006209647301832e-05 -1.0041677463590305e-05 -4.2343654224126226e-05 -1.8383547641818155e-05 1.0364216128024851e-05 -3.9600485981310384e-05 1.0683507567179617e-05 -2.24563657484822e-05 -6.5431887180977809e-06 -0.00020168838632820041 3.4696812749146491e-06 -3.2689800523399982e-06 0.0018439819506104271 2.2448416745746157e-05 0.0001666835596374483
leaf_weight=230 90 34 38 37 286 106 141 130 100 90 45 35 25 25 51 34 179 33 27 203 115 68 90 60 29 320 179 26 42 65
leaf_count=230 90 34 38 37 286 106 141 130 100 90 45 35 25 25 51 34 179 33 27 203 115 68 90 60 29 320 179 26 42 65
internal_value=-0.000783913 -0.00139042 -0.00228735 -0.00364138 -0.00496945 0.000229592 0.000789474 -0.000379507 0.00231884 -0.0021865 -0.000842105 -0.0015971 -0.000927419 0.00237037 0.00091954 -0.000742857 -0.00163399 -0.00356808 -0.000784314 0.00220721 -0.000260304 -0.000862069 0 -0.00606218 -0.00288889 -0.000688073 -0.00193237 0.0041573 0.00276596 0.00483516
internal_weight=2933 2161 1388 724 480 773 683 516 206 310 664 540 495 124 772 339 305 212 244 433 460 105 180 375 89 435 206 167 93 90
internal_count=2933 2161 1388 724 480 773 683 516 206 310 664 540 495 124 772 339 305 212 244 433 460 105 180 375 89 435 206 167 93 90
cat_boundaries=0 30 46 48 50 52 54 56 57 58 79 81
cat_threshold=1073741840 14 0 0 0 0 262144 2147483648 0 0 0 4 10240 1048576 268435456 0 0 0 4096 8192 384 0 0 8 0 0 0 0 524288 4096 2 129 68165632 2097152 32 2 131072 537010176 65536 0 8192 0 144 268435456 0 32 57408 32 1 4228 1 2192 16793890 32 1098048 32 1189920 17926178 0 0 0 0 0 0 262144 2147483648 0 0 0 4 0 0 0 0 0 0 4096 0 256 98304 2
is_linear=0
shrinkage=0.04


Tree=887
num_leaves=31
num_cat=10
split_feature=7 7 12 12 4 2 1 12 6 2 2 13 2 2 2 0 9 3 4 2 2 0 2 2 2 2 3 13 1 15
split_gain=4.08694 1.30185 1.31471 1.10013 0.940708 0.922706 0.932889 0.814234 0.848769 0.895989 1.05599 0.863951 0.909448 0.861673 1.4984 0.888994 0.775516 1.43749 0.95162 0.728564 0.696899 0.972556 0.684161 0.658818 0.63851 0.824911 0.727224 0.91509 1.02425 0.628652
threshold=0 1 2 3 7085990000.000001 1025.0000000000002 4.5000000000000009 4 5 7.5000000000000009 2.5000000000000004 6 49.500000000000007 28.500000000000004 39.500000000000007 36.900000000000006 7 2008.5000000000002 425.00000000000006 21.500000000000004 74.500000000000014 40.250000000000007 12.500000000000002 23.500000000000004 510.50000000000006 94.500000000000014 2020.5000000000002 8 5.5000000000000009 9
decision_type=9 9 9 9 8 8 10 9 9 8 10 9 10 8 10 10 9 8 8 10 10 10 10 10 8 10 8 9 8 9
left_child=3 2 23 22 -5 20 -7 8 11 10 -10 12 -3 -13 -15 -16 -9 -18 -19 -4 21 -6 -1 -2 25 26 -20 28 -28 -29
right_child=1 7 19 4 5 6 -8 16 9 -11 -12 13 -14 14 15 -17 17 18 24 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-2.1532460948385791e-05 4.3140683841613738e-06 -1.6032301381372351e-05 1.6728705323245664e-05 -8.3900701701296047e-05 -1.6639384466401452e-05 0.00089582220807738367 -0.00030577620219318646 -4.2816372851390839e-05 -5.911835823866341e-06 -8.4029937079321835e-06 5.3409211073045526e-05 -8.2000894911473662e-05 6.0989376294884324e-06 -0.0006496650997688747 3.1828074490363179e-05 -1.6126231132744808e-05 -1.630544549016122e-05 3.3314434843205734e-05 9.4045046378603565e-05 -2.9136948446542021e-05 -9.7909719762725441e-05 -8.9723860460395598e-05 5.4180868449584808e-05 0.00016431197803093767 5.5155998375795437e-05 -3.735425642069856e-05 7.1377368541192253e-06 3.2458473445728942e-06 0.00012482135188260913 -2.4946298046160111e-05
leaf_weight=56 47 111 47 83 163 46 33 112 59 597 87 141 38 34 27 49 75 41 60 80 50 57 62 54 68 81 209 179 28 165
leaf_count=56 47 111 47 83 163 46 33 112 59 597 87 141 38 34 27 49 75 41 60 80 50 57 62 54 68 81 209 179 28 165
internal_value=-0.00085034 -0.000125 0.00267782 -0.00392157 -0.00487585 -0.00405714 -0.00025 -0.000432781 -0.00116118 -0.000344828 0.00244898 -0.00262774 -0.000125 -0.0040458 -0.00684685 -0.00363636 0.000388727 0.000785169 0.00127404 -0.000144928 -0.00516605 -0.0041629 -0.000310078 0.00589286 0.000960809 0.000608575 0.00109034 0.000652921 0.0025 -0.000676056
internal_weight=2939 2389 228 550 432 349 79 2161 1143 743 146 400 149 251 110 76 1018 906 831 127 270 220 118 101 790 722 641 581 237 344
internal_count=2939 2389 228 550 432 349 79 2161 1143 743 146 400 149 251 110 76 1018 906 831 127 270 220 118 101 790 722 641 581 237 344
cat_boundaries=0 17 28 29 31 33 34 35 37 38 39
cat_threshold=131075 16 1610612736 512 2 64 33554432 268435456 33554432 8224 8224 448 0 268435456 0 0 1073746064 0 129 67117056 524288 0 134225922 0 8192 0 0 32768 231426 16785728 2 1123618 2 274 4 0 8196 12 67108864
is_linear=0
shrinkage=0.04


Tree=888
num_leaves=31
num_cat=11
split_feature=7 7 8 12 4 15 2 2 2 2 1 2 12 1 8 2 3 6 12 2 2 6 2 4 2 2 2 1 15 3
split_gain=2.0254 1.41858 1.6357 1.21165 1.17944 1.08028 1.11292 0.973546 0.965255 0.786813 1.02029 0.727747 0.657679 0.893914 1.02321 1.23506 1.02224 0.772596 1.11975 0.814629 0.716572 0.834005 0.878137 0.645206 0.643756 0.634087 0.631884 0.592144 0.584864 0.692568
threshold=0 1 2 3 7085990000.000001 4 65.500000000000014 203.50000000000003 21.500000000000004 70.500000000000014 4.5000000000000009 80.500000000000014 5 1.0000000180025095e-35 6 4.5000000000000009 2000.5000000000002 7 8 3.5000000000000004 27.500000000000004 9 4.5000000000000009 6050.0000000000009 19.500000000000004 29.500000000000004 69.500000000000014 5.5000000000000009 10 2014.5000000000002
decision_type=9 9 9 9 8 9 10 8 10 10 10 8 9 10 9 8 10 9 9 10 10 9 8 8 10 10 10 10 9 10
left_child=4 3 -3 -2 -1 6 8 9 -4 10 -6 -5 20 -14 15 -15 17 -16 26 -20 21 22 -7 -24 -18 -17 -19 -27 29 -23
right_child=1 2 5 11 7 12 -8 -9 -10 -11 -12 -13 13 14 16 25 24 18 19 -21 -22 28 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-3.8593647773765842e-05 5.1272842630112339e-05 -3.2062559685641642e-05 -1.2804399772363696e-05 2.9169696675168667e-06 -0.0001258972786998669 2.3187098084989089e-05 1.8583641609382085e-06 7.2743046950307648e-06 -0.00022739419524548055 -9.5338953045818195e-05 -4.4744296990728568e-06 -2.7673479771479493e-05 -2.9304174065138967e-05 -3.256339587167645e-06 1.6257549252358673e-05 2.2625613620164132e-05 1.19884192150721e-05 -1.2402444285122271e-05 3.2116164532283165e-05 -0.0001096925402432447 -2.5950588283549791e-05 0.00018805211310883864 -0.00027975975506542737 -2.7593524625757484e-05 8.246484395108667e-05 2.2280602069351118e-05 0.00045242881623735798 -2.5760922616058225e-06 -7.3601751127938543e-06 -0.00012952422757969373
leaf_weight=54 139 217 62 132 39 65 25 95 53 40 181 65 70 30 139 75 78 92 25 130 409 147 25 195 37 98 27 29 131 39
leaf_count=54 139 217 62 132 39 65 25 95 53 40 181 65 70 30 139 75 78 92 25 130 409 147 25 195 37 98 27 29 131 39
internal_value=-0.000618207 -0.000188605 -0.00056134 0.0021902 -0.00319048 -0.000190763 -0.00344371 -0.00241573 -0.00534483 -0.00367816 -0.00271493 9.61538e-05 7.5594e-05 0.000903686 0.00131406 0.00345679 0.000296846 -0.000628019 -0.00182456 -0.0039759 -0.000606654 0.00026534 -0.00128378 -0.00253394 0.00362069 0.00472906 0.00107692 0.00296875 0.00164634 0.00304569
internal_weight=2943 2534 2198 336 409 1981 140 355 115 260 220 197 1841 830 760 232 528 413 274 155 1011 602 285 220 115 202 119 127 317 186
internal_count=2943 2534 2198 336 409 1981 140 355 115 260 220 197 1841 830 760 232 528 413 274 155 1011 602 285 220 115 202 119 127 317 186
cat_boundaries=0 18 35 64 66 67 69 92 93 94 95 96
cat_threshold=131072 0 1107296256 262144 524288 64 0 0 65536 8208 32 64 0 0 0 0 1073745936 128 0 128 1056768 2621440 0 134217730 0 8192 33554432 134217728 40960 384 0 268435456 0 32 128 1342177280 1048580 4 0 2147483648 0 0 0 0 0 0 131072 0 0 0 4096 0 0 33554432 0 2147483648 0 0 8 0 16384 0 0 524288 8226 32 136314880 83894594 32 0 8 0 0 0 0 262144 0 0 0 0 2048 0 512 0 0 0 0 0 0 0 0 16777216 194 1114144 268 67108864
is_linear=0
shrinkage=0.04


Tree=889
num_leaves=31
num_cat=8
split_feature=7 8 4 7 0 12 2 4 12 0 6 4 0 2 4 3 2 4 3 3 0 7 3 2 0 12 2 2 2 0
split_gain=3.47763 1.86749 1.50207 1.39252 1.44444 1.16665 1.01523 0.91025 0.879707 1.33202 1.07904 0.98156 1.27743 1.05666 0.858254 0.830711 0.820847 0.710091 0.678218 0.779668 0.677532 0.830029 1.25017 0.667142 0.984871 0.658158 1.62233 0.974432 0.789169 0.977919
threshold=0 1 9330535000.0000019 2 52.740000000000002 3 30.500000000000004 52809240000.000008 4 46.250000000000007 5 520.00000000000011 35.850000000000009 129.50000000000003 972430000.00000012 1995.5000000000002 60.500000000000007 2188290000.0000005 1999.5000000000002 2017.5000000000002 43.675000000000004 6 2021.5000000000002 47.500000000000007 35.250000000000007 7 21.500000000000004 64.500000000000014 3.5000000000000004 18.500000000000004
decision_type=9 9 8 9 10 9 8 8 9 8 9 8 10 10 10 10 8 10 8 8 10 9 8 8 8 9 8 10 10 10
left_child=2 5 17 16 8 -2 -7 -4 10 11 15 12 -10 14 18 -5 -3 -1 -13 -20 21 -21 -23 -12 -25 26 28 -28 -24 -30
right_child=1 3 7 4 -6 6 -8 -9 9 -11 23 13 -14 -15 -16 -17 -18 -19 19 20 -22 22 25 24 -26 -27 27 -29 29 -31
leaf_value=-3.2176596341528809e-05 1.6241155098484229e-05 5.6047165796968557e-06 0.00031184333490816843 0.00037575269915116397 -0.00021863325303964843 1.4203305943780721e-05 -1.1729132200386516e-05 -1.9889599793074808e-05 9.7698564779591376e-06 1.310425253620906e-05 2.6020213578092922e-06 -0.00030954908592427442 -0.00027562277740941001 2.8566371915417223e-06 -6.9053849198397193e-05 -6.0672017724670016e-05 0.0013318922101718301 -0.00018994710824777884 1.1919532846462744e-05 5.4973756283516197e-06 0.00038095909483054413 -0.00020542691319278106 -4.3258125083980301e-05 -3.0539435164200767e-06 -0.00047945667794188298 -5.9227750359980289e-06 -0.0001277616076249899 -6.872541677438449e-07 0.00020772387445248342 -7.0436807560980695e-06
leaf_weight=67 101 79 36 117 28 187 156 238 26 49 284 63 53 104 41 37 31 39 140 105 35 54 26 88 55 420 131 36 25 76
leaf_count=67 101 79 36 117 28 187 156 238 26 49 284 63 53 104 41 37 31 39 140 105 35 54 26 88 55 420 131 36 25 76
internal_value=-0.000580601 -3.9093e-05 -0.00409207 -0.000539262 -0.000788423 0.00228571 0.00107345 -0.00261818 -0.000661241 -0.0012043 0.000641892 -0.0014521 -0.00575 -0.00117741 -0.00152645 0.00339394 0.00363636 -0.0082243 -0.00131295 -0.00106768 -0.00149615 -0.00171625 -0.00215661 -0.000410959 -0.00263889 -0.00173427 -0.00314754 -0.00583333 0.00015625 0.00176471
internal_weight=2927 2547 380 2103 1993 444 343 274 1965 1384 581 1335 79 1256 1152 154 110 106 1111 1048 908 873 768 427 143 714 294 167 127 101
internal_count=2927 2547 380 2103 1993 444 343 274 1965 1384 581 1335 79 1256 1152 154 110 106 1111 1048 908 873 768 427 143 714 294 167 127 101
cat_boundaries=0 18 42 58 59 61 62 79 81
cat_threshold=268435456 16 570425344 0 32 0 0 0 0 402661408 8224 192 16 268435456 67108864 0 4096 128 0 8 0 0 0 1 262144 0 1 0 0 2052 0 0 0 0 0 0 4096 0 256 524288 4194304 8 0 0 8192 2097152 0 64 0 8192 33554432 16 0 256 0 0 0 32 67166208 18007040 2 148 0 0 67108864 0 0 0 0 0 67584 0 0 0 0 0 0 0 1073741824 65600 32
is_linear=0
shrinkage=0.04


Tree=890
num_leaves=31
num_cat=14
split_feature=7 7 12 15 12 6 13 12 2 2 7 2 6 18 2 2 11 7 12 2 2 2 2 2 2 2 2 2 2 2
split_gain=3.03841 2.00032 1.90782 1.01501 1.17744 1.2619 1.11482 0.999257 1.90401 1.01223 1.22294 1.14309 1.13294 2.69635 1.14892 0.935167 0.902678 1.05587 0.986033 1.01303 1.16268 0.939553 0.79036 0.679832 0.678059 0.677012 1.41126 0.638075 0.588684 1.01326
threshold=0 1 2 3 4 5 6 7 6.5000000000000009 151.50000000000003 8 31.500000000000004 9 10 7.5000000000000009 8.5000000000000018 11 12 13 39.500000000000007 12.500000000000002 51.500000000000007 26.500000000000004 48.500000000000007 12.500000000000002 34.500000000000007 21.500000000000004 23.500000000000004 100.50000000000001 54.500000000000007
decision_type=9 9 9 9 9 9 9 9 8 8 9 10 9 9 10 8 9 9 9 10 10 10 10 8 10 10 8 10 8 10
left_child=-1 2 15 4 6 16 -3 8 -5 10 23 12 14 -14 -12 -2 17 27 22 20 -20 -18 -19 -9 -15 26 -8 -6 29 -17
right_child=1 3 -4 7 5 -7 25 9 -10 -11 11 -13 13 24 -16 28 21 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.4646791775069233e-05 3.2958138604044507e-05 1.4531727430266982e-07 -1.9284747735071052e-06 9.5654094834785047e-05 1.9487082905307319e-05 1.5244996149377243e-05 7.5987781747457461e-05 2.4913198876106437e-05 -0.00010858441391185636 1.7707960421304848e-05 -0.00010870805925328853 -9.6020622407593244e-05 -0.00028978856962844193 -5.1517977919814938e-05 1.789395080731282e-05 3.4539104614594864e-06 2.9151344208386832e-05 -0.00011612618194881464 -0.00028695832622922525 -0.00052374870396068476 4.8129544801156502e-07 -0.00010010593671871959 9.1048177949559771e-06 -2.41904361136136e-05 7.0463418035160429e-06 9.7658727802247823e-05 -0.00047633425920523109 -4.8934980134873744e-06 -1.8423773898490481e-05 4.0740693162462094e-05
leaf_weight=317 49 263 272 29 46 196 67 81 156 201 47 113 34 101 58 148 89 113 65 38 48 38 62 27 54 52 25 62 33 59
leaf_count=317 49 263 272 29 46 196 67 81 156 201 47 113 34 101 58 148 89 113 65 38 48 38 62 27 54 52 25 62 33 59
internal_value=-0.000699728 -0.0002427 0.00185315 -0.000818882 -3.40426e-05 -0.000963542 0.00167464 -0.00182018 -0.00438776 -0.00110041 -0.00205426 -0.00301435 -0.00176271 -0.0035 0.00155172 0.00406667 -0.00192308 -0.00278652 -0.00391691 -0.0062963 -0.00473684 0.00101449 -0.0016129 0.00168067 -0.00141026 0.0043871 0.00258065 0.000672269 0.00315353 0.00394231
internal_weight=2943 2626 561 2065 1164 757 407 901 185 716 515 407 294 189 105 289 561 434 326 151 113 127 175 108 155 144 92 108 240 207
internal_count=2943 2626 561 2065 1164 757 407 901 185 716 515 407 294 189 105 289 561 434 326 151 113 127 175 108 155 144 92 108 240 207
cat_boundaries=0 18 36 38 39 41 42 43 45 52 53 54 56 63 64
cat_threshold=2 268435504 33554432 2097152 0 64 33554432 0 0 268435488 32 64 16 0 67108864 32 4224 128 268435456 128 0 524804 524288 8192 4194304 268574720 33554432 134217728 32768 0 67108864 0 0 0 0 256 237570 32 70254592 83968064 32 142 10 1114112 32 0 1 1048576 0 34 0 131072 90 4 36 1024 131072 0 1048576 0 0 0 131072 3330
is_linear=0
shrinkage=0.04


Tree=891
num_leaves=31
num_cat=13
split_feature=7 7 12 9 12 3 2 12 2 3 1 2 2 3 5 1 2 7 2 16 2 15 12 12 2 7 2 9 2 2
split_gain=3.3924 1.13405 1.04821 0.879046 0.995717 1.81012 0.975693 0.918757 0.923502 0.790309 0.729922 0.976473 0.850101 0.654007 0.658022 0.842971 0.57359 0.702587 1.03011 0.615715 0.551918 0.545699 1.04864 0.621467 0.746492 0.492848 1.29124 0.52739 0.654066 0.487375
threshold=0 1 2 3 4 2008.5000000000002 26.500000000000004 5 22.500000000000004 2009.5000000000002 5.5000000000000009 5.5000000000000009 84.500000000000014 2024.5000000000002 10.500000000000002 5.5000000000000009 3.5000000000000004 6 73.500000000000014 7 38.500000000000007 8 9 10 4.5000000000000009 11 20.500000000000004 12 46.500000000000007 416.00000000000006
decision_type=9 9 9 9 9 8 10 9 8 8 10 8 10 8 8 8 8 9 10 1 8 9 9 9 8 9 10 9 8 8
left_child=2 9 29 7 5 -5 -6 8 -3 -2 11 -7 -13 -11 -15 -16 -4 -18 19 -19 -21 22 -9 24 -23 26 -25 -27 -29 -1
right_child=1 3 16 4 6 10 -8 21 -10 13 -12 12 -14 14 15 -17 17 18 -20 20 -22 23 -24 25 -26 27 -28 28 -30 -31
leaf_value=-1.1923228765624571e-05 -2.2484320229736456e-05 2.1869633163618117e-06 -0.00012085107629573599 -0.0012135961396397476 -1.1621271843083037e-05 -0.00033580582612643186 3.5584938543493652e-05 -5.3375156524637649e-05 -2.8921340508034634e-05 1.1908072668944669e-05 2.1859345400194742e-05 -2.5415995321509399e-06 -0.00037389124788930419 3.3743349797035194e-05 -5.6948546339441465e-06 1.2479872553967653e-05 -9.6669773901325584e-06 -4.0855770251546634e-05 -6.6087071433997842e-05 1.6702407298083698e-05 -3.9471655693716915e-05 4.9467659704518497e-05 1.6165466164679288e-05 4.9921912832928687e-07 -1.925842473923467e-05 2.061472971561784e-06 5.9594259050470554e-05 5.2726253159036672e-05 -1.4254281819958691e-06 0.00031810545943734782
leaf_weight=227 44 72 25 25 141 31 57 103 66 31 42 141 30 67 71 35 120 164 31 27 26 30 161 48 197 605 52 135 66 55
leaf_count=227 44 72 25 25 141 31 57 103 66 31 42 141 30 67 71 35 120 164 31 27 26 30 161 48 197 605 52 135 66 55
internal_value=-0.000307587 0.000442282 -0.00276968 0.000119225 -0.00138075 -0.00292857 0.00076555 0.000582147 -0.00241611 0.00293436 -0.00195918 -0.00295567 -0.00174419 0.00409756 0.00310345 0.0011215 -0.00410891 -0.00379404 -0.00494208 -0.00412844 -0.00037037 0.000894886 -0.000727273 0.00127622 -0.000588235 0.00174482 0.00432432 0.00137087 0.00311321 -0.000819113
internal_weight=2925 2250 675 2002 467 269 198 1535 138 248 244 202 171 204 173 106 393 368 248 217 53 1397 264 1133 227 906 100 806 201 282
internal_count=2925 2250 675 2002 467 269 198 1535 138 248 244 202 171 204 173 106 393 368 248 217 53 1397 264 1133 227 906 100 806 201 282
cat_boundaries=0 18 35 37 39 41 43 52 53 54 55 56 65 67
cat_threshold=268582915 1 1107296256 2359300 34 64 33554432 268435456 33619968 0 8224 2097152 128 0 67108864 32 4096 384 0 268435584 537927680 512 0 134225920 0 8192 0 32 0 0 0 268435456 0 0 128 83929120 32 1073741824 26644 207874 32 67108896 2 2 0 1073741824 2097156 32 0 0 0 33554432 2 2149580800 106562 16926720 0 0 67108864 526336 0 0 0 536870912 2048 0 2052
is_linear=0
shrinkage=0.04


Tree=892
num_leaves=31
num_cat=6
split_feature=7 8 4 8 11 3 2 15 2 2 13 2 2 3 2 5 2 1 2 2 3 3 2 2 2 0 2 3 2 0
split_gain=4.59155 1.36665 0.776287 0.987699 0.850744 1.34343 0.968447 2.06721 1.62381 0.927607 1.09984 1.16625 1.11901 0.960943 0.882348 0.719787 0.642226 0.61852 0.61741 1.6648 0.853987 0.60437 0.59466 1.20519 0.651083 0.583427 0.579546 0.559855 0.537336 0.86545
threshold=0 1 353375000.00000006 2 3 1984.5000000000002 6.5000000000000009 4 12.500000000000002 147.50000000000003 5 89.500000000000014 28.500000000000004 1997.5000000000002 15.500000000000002 3.5000000000000004 182.50000000000003 3.5000000000000004 10.500000000000002 18.500000000000004 2019.5000000000002 1990.5000000000002 39.500000000000007 92.500000000000014 8.5000000000000018 29.500000000000004 36.500000000000007 1999.5000000000002 15.500000000000002 33.175000000000004
decision_type=9 9 8 9 9 10 10 9 10 10 9 10 10 10 10 8 10 10 10 10 8 10 10 10 8 10 10 10 10 10
left_child=16 17 22 28 5 -5 -6 9 -9 10 12 18 14 26 21 -10 -1 -2 -12 -20 -21 -8 24 -24 -3 -22 -14 -11 29 -4
right_child=1 2 3 4 6 -7 7 8 15 27 11 -13 13 -15 -16 -17 -18 -19 19 20 25 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.9229844453126929e-05 -2.7884559206725613e-05 9.030221944783534e-07 -0.00010062445994940105 -4.5451820890356486e-05 -1.1156420969342662e-05 1.143174976220962e-05 -1.6640510334298143e-05 0.0016180365579687361 -1.7512332053826185e-06 -0.00012324323695708016 2.2892593629997295e-05 6.8749523489444191e-05 -7.9516980967824226e-05 5.4987746693413442e-06 1.4070017578475814e-05 2.2778585914124961e-05 1.2448908890512201e-05 1.9697335859802936e-05 -0.00010181090563424533 -9.2329495079113145e-06 1.0383761145007497e-05 1.213956345551992e-05 -2.3107448889874149e-05 0.0001113441450052477 3.4070376427912662e-05 0.00029896841182335264 -2.2611917309376395e-05 -3.3697600336779487e-06 -2.9467634941724443e-05 1.9892106245364972e-05
leaf_weight=539 40 50 28 106 313 27 74 41 43 26 36 29 38 40 103 125 58 382 50 58 66 44 36 37 70 63 148 27 139 50
leaf_count=539 40 50 28 106 313 27 74 41 43 26 36 29 38 40 103 125 58 382 50 58 66 44 36 37 70 63 148 27 139 50
internal_value=-0.000166263 0.000652174 0.000181044 -9.55224e-05 0.000286104 -0.00263889 0.000599251 0.00120553 0.00463636 0.000246002 0.000613333 0.00242812 -0.000655022 -0.00264317 0.00135135 0.00307692 -0.00325658 0.00267898 0.00167883 0.00092437 0.00265957 -0.0010084 0.00257732 -0.00027027 0.00429752 0.00446154 -0.00385027 -0.00481481 -0.00254386 0
internal_weight=2886 2289 1867 1674 1457 133 1324 1011 209 802 749 302 447 226 221 168 597 422 273 237 187 118 193 73 120 129 186 53 217 78
internal_count=2886 2289 1867 1674 1457 133 1324 1011 209 802 749 302 447 226 221 168 597 422 273 237 187 118 193 73 120 129 186 53 217 78
cat_boundaries=0 17 40 66 69 70 71
cat_threshold=131075 268435489 1140850688 2099200 524288 66 33554432 536870912 0 8224 32800 384 144 0 67108864 0 1073745936 268435472 0 0 0 0 1 262144 2147483648 0 32768 0 4 2048 512 0 0 0 0 33554432 2048 0 0 4194304 0 4 4 0 65536 0 0 0 0 0 0 0 0 0 0 4096 0 0 4096 0 128 0 0 0 0 16384 16384 65536 524288 2222981120 10
is_linear=0
shrinkage=0.04


Tree=893
num_leaves=31
num_cat=10
split_feature=7 8 7 4 2 0 0 0 12 2 0 2 8 2 4 12 0 0 2 2 6 5 12 4 3 12 9 2 2 0
split_gain=2.75977 1.66707 1.45005 1.43598 1.11335 1.09648 0.992827 0.961785 1.20259 0.879481 0.83519 0.837431 0.780832 0.966488 1.43731 0.823578 0.923726 0.762251 0.931922 1.56728 1.15694 1.00863 0.984145 0.976909 0.935529 0.934165 2.02766 1.69143 1.23208 0.918049
threshold=0 1 2 1732015000.0000002 8.5000000000000018 29.500000000000004 51.32500000000001 16.750000000000004 3 21.500000000000004 33.175000000000004 45.500000000000007 4 29.500000000000004 1732015000.0000002 5 18.500000000000004 9.5000000000000018 9.5000000000000018 14.500000000000002 6 1.5000000000000002 7 11.000000000000002 1983.0000000000002 8 9 65.500000000000014 21.500000000000004 39.07500000000001
decision_type=9 9 9 8 10 10 10 10 9 10 10 10 9 10 8 9 8 8 8 8 9 8 9 10 10 9 9 10 8 10
left_child=3 5 4 9 -3 -2 12 -5 -9 -1 -7 -12 13 14 -4 16 -14 -17 20 23 24 -21 -22 -20 -19 -23 27 28 -27 -28
right_child=1 2 6 7 -6 10 -8 8 -10 -11 11 -13 15 -15 -16 17 -18 18 19 21 22 25 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.00035665230550954166 0.00016120449890053124 0.00013820858053094299 6.7636032939049072e-05 4.5019804487935745e-05 5.8782399164059027e-06 -7.6915032738966711e-06 -2.2625940908014287e-05 -6.4084011434317741e-07 -2.8060650675030273e-05 -1.2724475943315384e-06 1.8085956659703583e-05 1.6452943715279389e-05 -1.5777405554686654e-05 -5.0279137196156397e-05 -3.3773046953200493e-05 -9.3142581804812603e-05 2.9866096341208958e-05 -8.4307524761726427e-05 9.0805083967637756e-06 -0.00012372722622789212 2.7881489406702542e-05 -1.873168199239217e-05 -3.316844000938346e-05 8.3626163110608328e-05 -0.00030425691430224333 4.2802203360992055e-06 -3.7101796630523154e-06 1.3147283924261898e-05 -8.0723736106271823e-05 7.912633469736363e-05
leaf_weight=45 33 25 43 69 80 34 35 227 247 25 99 44 66 57 130 84 149 85 130 44 114 393 122 27 39 75 40 120 178 106
leaf_count=45 33 25 43 69 80 34 35 227 247 25 99 44 66 57 130 84 149 85 130 44 114 393 122 27 39 75 40 120 178 106
internal_value=-0.000681052 -5.07829e-05 -0.000390153 -0.00304487 0.00396552 0.00325792 -0.000634766 -0.00238971 -0.00303158 -0.0084507 0.00213483 0.00347222 -0.000519221 -0.0026556 -0.00126437 -0.000224341 0.0020354 -0.000548469 -0.000339213 0.000233393 -0.00210526 -0.000376176 -0.000323887 0.00392405 -0.00503704 -8.76232e-05 0.00101887 -0.000572917 -0.00244094 0.00484076
internal_weight=2965 2352 2142 613 105 210 2037 543 474 70 177 143 2002 230 173 1772 215 1557 1473 1113 360 956 236 157 124 912 519 373 253 146
internal_count=2965 2352 2142 613 105 210 2037 543 474 70 177 143 2002 230 173 1772 215 1557 1473 1113 360 956 236 157 124 912 519 373 253 146
cat_boundaries=0 17 43 51 52 78 79 80 81 83 85
cat_threshold=268566530 268435472 536870912 788480 0 8258 33554432 0 33619968 8224 32 320 0 268435456 67108864 0 1073745920 0 14 4 0 0 1 0 2147483648 0 0 0 0 10240 0 0 0 0 0 0 0 0 0 0 0 0 1073741824 0 128 33562624 8704 0 134217728 4194304 268435456 100354 0 2048 0 0 2147483648 0 262144 0 0 0 0 0 0 0 0 4096 0 0 4096 0 2147483648 0 0 0 0 16384 16448 262 65570 84936962 2 0 6304
is_linear=0
shrinkage=0.04


Tree=894
num_leaves=31
num_cat=7
split_feature=7 1 11 2 2 2 12 12 2 7 4 0 2 11 12 2 2 4 2 2 4 2 4 2 2 2 2 2 0 2
split_gain=2.93814 1.62387 1.18852 1.03056 0.939294 1.4602 0.933547 0.825138 1.43547 0.873354 1.11705 2.21326 0.917184 0.913236 1.09396 0.913773 0.88877 0.863399 0.823596 1.59497 1.07928 0.784742 0.762647 0.724588 0.733939 0.871589 0.718596 0.708652 0.703215 0.681303
threshold=0 3.5000000000000004 1 54.500000000000007 182.50000000000003 542.50000000000011 2 3 572.00000000000011 4 22819750000.000004 36.400000000000006 19.500000000000004 5 6 17.500000000000004 25.500000000000004 3425710000.0000005 14.500000000000002 12.500000000000002 20282.500000000004 55.500000000000007 8747595000.0000019 199.50000000000003 136.50000000000003 74.500000000000014 11.500000000000002 41.500000000000007 35.850000000000009 147.50000000000003
decision_type=9 8 9 8 8 8 9 9 10 9 8 10 10 9 9 10 10 10 10 10 8 10 8 10 10 10 10 10 10 10
left_child=1 -1 -3 6 28 -6 -4 17 9 12 11 -11 -9 15 -15 -12 26 18 19 -2 -20 -22 -8 24 25 -23 -13 -17 -5 -16
right_child=7 2 3 4 5 -7 22 8 -10 10 13 16 -14 14 29 27 -18 -19 20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021562910064091769 7.7745423297415074e-07 -7.6703515801455069e-05 -2.4854399409797167e-05 -5.4798318649602608e-05 5.5083021023243362e-05 -8.9347296116102366e-05 -9.8588826083094723e-05 0.00010628226547162001 0.00014554196067180671 -0.00029502977358596637 -0.00028485853565623386 0.00022737489912834973 4.1731258972532715e-06 8.3317823439159607e-05 -4.4331581479895023e-06 6.0588212482102222e-05 0.00037469158212495303 -1.865866366813407e-05 1.2808052778936485e-05 0.00012142683318682402 -2.0789891336505662e-05 3.3692922908912239e-05 1.142198251088189e-05 -2.7167383167565618e-05 2.6778740276185431e-05 -2.3737399045415943e-05 -1.7414871240717389e-06 -1.6413247843978241e-05 -2.2424551540183303e-05 -0.00030227846356357447
leaf_weight=25 353 105 116 33 34 74 28 113 28 26 58 60 149 107 519 26 35 34 55 26 356 55 194 46 26 74 40 40 53 30
leaf_count=25 353 105 116 33 34 74 28 113 28 26 58 60 149 107 519 26 35 34 55 26 356 55 194 46 26 74 40 40 53 30
internal_value=-0.00053443 -0.0028529 -0.00329154 -0.00235727 -0.00471795 -0.00220183 -0.00106195 0.0001588 0.000853462 0.000647841 6.30252e-05 0.00308642 0.00263736 -0.00056338 5.997e-05 -0.00355556 0.00514706 -0.000675676 -0.00046371 0.001 -0.00137031 -0.00189964 0.000515021 9.90099e-05 0.00141026 0.000153846 0.00316832 -0.000597015 -0.00781609 -0.000678571
internal_weight=2918 662 637 532 194 108 338 2256 1231 1203 941 161 262 780 656 124 135 1025 991 379 612 557 222 201 155 129 100 66 86 549
internal_count=2918 662 637 532 194 108 338 2256 1231 1203 941 161 262 780 656 124 135 1025 991 379 612 557 222 201 155 129 100 66 86 549
cat_boundaries=0 18 21 23 25 37 40 41
cat_threshold=131074 161 1610612736 2099200 2 64 0 536870912 65536 48 8224 2097472 128 0 67108864 0 1073741968 256 16384 1536 524288 49216 32 67305824 34 0 0 68165632 8192 0 0 0 131072 2048 8192 0 128 32 0 524288 1051648
is_linear=0
shrinkage=0.04


Tree=895
num_leaves=31
num_cat=11
split_feature=7 8 12 2 2 8 11 12 9 12 0 4 12 1 2 2 2 2 0 0 12 2 7 2 2 4 2 2 2 0
split_gain=4.8086 2.01047 1.24712 1.1751 1.77085 1.1142 1.34511 1.41097 1.72022 1.418 1.33217 1.52449 1.33071 1.28541 1.15428 0.990026 1.1123 0.949183 0.872422 0.849589 0.847692 0.830757 0.76082 0.747409 0.746481 0.73118 0.768296 0.676252 1.28353 0.813256
threshold=0 1 2 199.50000000000003 61.500000000000007 3 4 5 6 7 40.675000000000004 20282.500000000004 8 3.5000000000000004 22.500000000000004 63.500000000000007 151.50000000000003 51.500000000000007 33.175000000000004 33.175000000000004 9 10.500000000000002 10 26.500000000000004 14.500000000000002 8015305000.000001 25.500000000000004 33.500000000000007 55.500000000000007 37.750000000000007
decision_type=9 9 9 10 10 9 9 9 9 9 8 8 9 10 10 8 10 10 10 10 9 8 9 10 8 8 10 8 10 10
left_child=2 19 18 4 20 12 -7 13 9 14 11 -10 17 -8 -9 22 -17 -3 -1 -2 24 -22 23 -13 -4 -12 -27 29 -29 -14
right_child=1 5 3 -5 -6 6 7 8 10 -11 25 15 27 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-4.7358910400561175e-05 0.00010739711109508221 1.2151493131717928e-05 1.5315945171359146e-05 2.0342745477890389e-05 -5.7325967413035528e-05 3.3679772265031716e-05 0.00010070144136861358 -3.7087295821081057e-05 2.0834256117439056e-05 0.0001229073164591199 -9.7588074718046869e-05 -4.6031563206838658e-06 1.7015905371415841e-05 -4.5820351946446181e-05 0.0003356235166519639 2.2383998680552964e-05 -2.6484838661602339e-05 -2.6483854492411752e-05 -0.00021723824743549613 1.4669157822382317e-05 -0.00011960625532246638 -3.1862478867310532e-05 -2.3817286891869573e-06 -0.00024938476132614797 -1.4162471112619813e-05 -2.3576671769376389e-05 7.8192223400606051e-05 -0.00043159620049468831 -2.1790180833747285e-06 -5.9824849709499976e-06
leaf_weight=54 29 184 82 31 69 131 33 75 127 116 39 70 28 209 39 176 69 58 50 190 62 129 523 48 104 86 31 50 30 48
leaf_count=54 29 184 82 31 69 131 33 75 127 116 39 70 28 209 39 176 69 58 50 190 62 129 523 48 104 86 31 50 30 48
internal_value=-0.000794345 8.33333e-06 -0.00402027 -0.0029918 -0.00357942 -0.000366804 6.73023e-05 -0.000254237 0.000241135 0.0033195 -0.000389831 0.000138067 -0.00224939 -0.00300395 0 -0.000450958 0.00170732 -0.000316206 -0.008 0.00356522 -0.00248677 -0.00425743 -0.00127726 -0.00403101 -0.000406091 -0.00382166 -0.00220339 -0.00502994 -0.00790123 -0.0025974
internal_weight=2970 2389 581 477 446 2170 1772 1641 1399 230 1169 1013 398 242 114 886 245 242 104 219 377 191 641 118 186 156 117 156 80 76
internal_count=2970 2389 581 477 446 2170 1772 1641 1399 230 1169 1013 398 242 114 886 245 242 104 219 377 191 641 118 186 156 117 156 80 76
cat_boundaries=0 18 47 49 79 81 82 84 85 87 88 97
cat_threshold=131073 49 1075060736 2097152 0 64 33554432 536870912 33619968 1056 8224 384 16 268435456 0 0 0 256 268435456 2 0 0 0 1 0 2147483648 1 0 0 0 10240 1048576 0 0 0 0 0 2048 0 0 0 0 0 1073758208 64 0 524288 1048576 32 0 8 4 134217728 0 0 0 0 0 0 0 0 0 512 0 4096 0 0 0 8192 2147484032 0 0 0 0 0 4 0 0 4096 32768 1024 16779328 1073741824 16388 1089538 17909826 32 16854018 0 0 0 4 0 0 131072 0 2048
is_linear=0
shrinkage=0.04


Tree=896
num_leaves=31
num_cat=9
split_feature=7 12 2 1 6 12 2 0 0 17 6 2 2 2 12 2 2 0 2 2 0 12 7 0 0 2 0 2 0 4
split_gain=3.69988 1.72302 1.68071 1.27237 1.18082 1.27502 1.1198 1.03543 0.847508 0.711674 0.698252 0.959369 0.697207 0.70423 0.687511 0.971904 0.769705 0.664039 0.662384 0.522801 0.48778 0.520268 0.61686 0.597466 0.665168 0.467195 0.430602 0.428733 0.543483 0.418694
threshold=0 1 14.500000000000002 2.5000000000000004 2 3 321.00000000000006 32.500000000000007 16.750000000000004 4 5 129.50000000000003 100.50000000000001 36.500000000000007 6 20.500000000000004 47.500000000000007 42.250000000000007 4.5000000000000009 4.5000000000000009 12.250000000000002 7 8 35.600000000000009 15.500000000000002 32.500000000000007 30.500000000000004 16.500000000000004 35.850000000000009 15385520000.000002
decision_type=9 9 10 10 9 9 10 10 8 9 9 10 8 10 9 8 8 10 10 10 8 9 9 10 8 10 10 10 8 8
left_child=1 26 7 6 12 8 27 -3 14 -10 18 -12 13 17 15 -6 -16 -5 -11 -9 25 23 -23 24 -22 -7 -1 -2 -29 -4
right_child=3 2 29 4 5 20 -8 19 9 10 11 -13 -14 -15 16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-5.8091200192365021e-05 -2.2706715453750805e-05 2.4983979317596551e-05 -3.3707540193148589e-05 3.8423984923774417e-05 9.9489053696899533e-06 -0.00011589634893780953 0.00076795385428575003 -0.00013899309374643565 2.7239647454031514e-05 0.00010389361687572318 2.4037528195464119e-06 4.4598243338782598e-05 0.00020607465469318242 -3.058797971263516e-05 8.5476709385474698e-05 7.1178511941454305e-05 -0.0003207726318603932 -1.326537659807059e-06 -5.00858554129735e-05 -9.7464885764253493e-06 -5.5309659871660699e-05 8.5551457699040162e-06 -4.6914490760130437e-06 -3.0167446588684755e-05 1.4735985273972575e-05 -8.7554670585632272e-07 5.638424211440452e-06 -0.00014559396540420267 -0.0010433985286759651 -7.9547476122243671e-05
leaf_weight=25 172 27 54 142 42 25 25 61 116 30 357 27 29 55 81 71 27 57 113 63 36 119 676 100 51 25 89 29 35 155
leaf_count=25 172 27 54 142 42 25 25 61 116 30 357 27 29 55 81 71 27 57 113 63 36 119 676 100 51 25 89 29 35 155
internal_value=-0.000521441 -0.00371134 -0.00506739 0.000114239 0.000431193 6.29261e-05 -0.00251908 -0.00197368 0.00118857 0.000465839 -0.000185874 0.000708861 0.00278912 0.00219608 0.00333333 0.00532258 0.000672269 0.0033 -0.00246753 -0.00352 -0.000882071 -0.00069176 -0.000223325 -0.00252525 -0.000227273 -0.00470588 0.00064 -0.00337553 -0.00615385 -0.00752381
internal_weight=2914 474 360 2440 2179 1896 261 151 864 643 527 384 283 254 221 113 108 199 143 124 1032 982 795 187 87 50 114 236 64 209
internal_count=2914 474 360 2440 2179 1896 261 151 864 643 527 384 283 254 221 113 108 199 143 124 1032 982 795 187 87 50 114 236 64 209
cat_boundaries=0 17 18 19 21 22 23 24 26 35
cat_threshold=16387 160 1174405120 2097152 2 64 0 536870912 0 0 8224 64 268435472 268435456 0 0 1073741968 16851232 128 17983552 32 25 260 16932864 1280 2 0 1 0 2052 0 0 0 131072 2048
is_linear=0
shrinkage=0.04


Tree=897
num_leaves=31
num_cat=12
split_feature=7 8 10 7 12 2 13 2 2 4 12 2 11 12 3 3 3 2 7 12 2 3 2 2 2 2 13 2 2 2
split_gain=2.38002 2.44724 1.44847 1.4276 1.33731 1.41924 1.55343 1.28998 1.09679 1.08933 1.10771 1.82003 1.06461 1.49555 1.33453 1.32595 1.00889 0.852515 0.803579 0.895115 0.719676 0.950722 0.68434 0.660833 0.626644 0.620372 0.501399 1.01412 0.567267 0.548009
threshold=0 1 2 3 4 84.500000000000014 5 20.500000000000004 131.00000000000003 581475000.00000012 6 131.00000000000003 7 8 2000.5000000000002 2019.5000000000002 2022.5000000000002 19.500000000000004 9 10 272.00000000000006 2003.5000000000002 2.5000000000000004 7.5000000000000009 5.5000000000000009 20.500000000000004 11 8.5000000000000018 29.500000000000004 17.500000000000004
decision_type=9 9 9 9 9 8 9 8 8 10 9 8 9 9 10 8 8 10 9 9 8 10 8 10 8 10 9 8 8 10
left_child=9 4 7 -4 -2 6 16 -3 -7 10 11 -1 15 14 26 -5 -6 -16 -15 23 21 -12 -21 -20 -24 -17 28 -28 29 -14
right_child=1 2 3 12 5 8 -8 -9 -10 -11 20 -13 13 18 17 25 -18 -19 19 22 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-8.7076650122632775e-05 3.2725294343478596e-05 -2.2065403247495396e-06 4.3179681850347154e-05 -0.00011241957942679903 1.612779382384133e-05 -0.00017674864196898455 7.4765010038078123e-05 -0.00022567540685791698 -3.1610795653591593e-06 -2.3916598687208081e-05 3.0868263179186787e-05 0.00022656008319021481 -3.3408816427566993e-05 1.1166751804978504e-05 -1.4800916217581061e-05 8.3499839443845766e-06 -3.2636388581579468e-05 7.8061661667483414e-05 3.2569883064219593e-05 -0.00028151927990816006 -6.1578325439306524e-05 -0.00013313896097404411 0.00041233143140871674 4.8996186433925003e-06 -3.0731173200848617e-06 -6.8620662046612319e-05 -3.7906229638551284e-05 -5.4464436930601326e-06 -9.4215720064774196e-05 7.1142997138196051e-06
leaf_weight=98 108 69 115 47 33 25 159 99 78 52 104 32 72 105 33 54 106 40 26 46 36 28 81 99 676 57 66 243 102 35
leaf_count=98 108 69 115 47 33 25 159 99 78 52 104 32 72 105 33 54 106 40 26 46 36 28 81 99 676 57 66 243 102 35
internal_value=-0.000615385 -0.000185687 -0.000799615 -0.000471698 0.00226923 0.0011165 0.00254181 -0.00424581 -0.00288462 -0.00365651 -0.00280936 -0.00539007 -0.000758505 -0.000440367 -0.00202658 -0.00378698 -0.000666667 0.00297297 0.000478927 8.5197e-05 -0.000446927 0.000902256 -0.00041769 0.00308824 -0.000131926 -0.00160714 -0.00277457 -0.0015625 -0.00427273 -0.00240741
internal_weight=2924 2574 2065 1897 509 401 298 168 103 350 298 130 1782 1624 591 158 139 73 1033 928 168 132 803 125 757 111 518 309 209 107
internal_count=2924 2574 2065 1897 509 401 298 168 103 350 298 130 1782 1624 591 158 139 73 1033 928 168 132 803 125 757 111 518 309 209 107
cat_boundaries=0 18 47 48 61 62 63 65 67 69 86 87 88
cat_threshold=16384 268435457 0 2097664 0 66 0 0 0 268443680 8224 256 0 268435456 0 0 4224 128 1342177280 2058 0 0 2147557376 1 262144 0 0 0 0 0 2112 512 0 0 0 0 0 2048 0 0 4194304 0 0 1073774592 64 0 524288 17 0 0 0 524288 0 134217728 0 536879104 0 0 32768 128 16 1074240 2 67125282 32 67158016 512 68242688 2 0 0 68157440 0 0 0 0 0 33619968 0 0 0 0 0 0 0 1073741824 131104 12
is_linear=0
shrinkage=0.04


Tree=898
num_leaves=31
num_cat=15
split_feature=7 12 8 9 12 10 9 12 13 6 18 12 0 0 12 0 3 1 3 12 0 3 9 1 0 0 0 3 3 0
split_gain=2.48483 1.35154 1.29535 1.07502 1.01944 0.989635 0.952134 1.10039 0.921323 0.848157 0.83532 0.741244 1.03063 1.02845 0.717456 1.55707 1.58772 0.812668 0.706135 0.605393 0.476877 0.475784 0.468784 0.524076 0.537616 0.465178 0.45375 0.451225 0.49781 0.442904
threshold=0 1 2 3 4 5 6 7 8 9 10 11 36.900000000000006 38.20000000000001 12 39.07500000000001 2011.5000000000002 3.5000000000000004 1998.5000000000002 13 15.500000000000002 2017.5000000000002 14 3.5000000000000004 40.250000000000007 35.850000000000009 40.250000000000007 2016.5000000000002 2006.5000000000002 22.750000000000004
decision_type=9 9 9 9 9 9 9 9 9 9 9 9 8 8 9 10 10 10 10 9 10 8 9 10 8 10 10 8 10 10
left_child=1 26 3 4 -2 6 7 22 -3 19 -7 13 -13 -8 15 -11 -17 -16 -14 -9 -6 -15 -4 -24 27 -19 -1 28 -25 -5
right_child=2 8 5 29 20 10 11 9 -10 14 -12 12 18 21 17 16 -18 25 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=5.8639260056025937e-06 8.8634297483736191e-06 -6.494746490247394e-05 1.1690405268183213e-06 9.7175268025395661e-06 3.0660322202535893e-06 -0.00038252421159924667 -5.5902318726275273e-05 1.6913694196318829e-06 -1.2128396358619397e-05 -0.00011120534874383026 -6.2261635283533682e-06 0.0022017371227093462 7.254415420199223e-06 0.00048867555587786885 0.0032151417044573804 -1.6772843734358389e-05 0.00038754858657597425 2.558258603670538e-05 6.6341358864079329e-05 0.00014978144400572548 -1.1687331217231646e-05 -2.3903592590812649e-06 7.5841138170318344e-06 -4.8381662613223855e-05 -4.0692315407362401e-05 -3.2276529956476451e-06 -1.6691265432555726e-05 -1.1031003233590297e-05 -0.00039336130420664973 4.3117042469589254e-05
leaf_weight=172 212 203 115 42 120 41 26 136 243 76 135 33 118 26 29 157 31 53 45 129 115 75 31 27 40 127 50 176 25 145
leaf_count=172 212 203 115 42 120 41 26 136 243 76 135 33 118 26 29 157 31 53 45 129 115 75 31 27 40 127 50 176 25 145
internal_value=-0.000291131 -0.00241532 0.000339721 0.00186047 0.000742358 -0.000252708 9.42127e-05 -0.00044712 -0.00367615 0.000480641 -0.00299465 0.00197605 0.00347826 -0.000434783 -0.00053719 -0.00189091 0 0.00118182 0.00231707 0.00224638 -0.00105691 0.00137255 -0.00207059 -0.00290323 -0.00356877 0.000220994 0.000171674 -0.00279476 -0.00603774 0.00434343
internal_weight=2953 668 2285 634 447 1651 1475 1152 446 738 176 323 196 127 473 264 188 209 163 265 235 101 414 299 268 180 222 228 52 187
internal_count=2953 668 2285 634 447 1651 1475 1152 446 738 176 323 196 127 473 264 188 209 163 265 235 101 414 299 268 180 222 228 52 187
cat_boundaries=0 18 20 49 51 52 53 55 56 57 58 59 61 62 64 66
cat_threshold=268566530 0 1073741824 2052 524322 66 0 536879104 65536 268443648 8224 256 268435472 268435456 0 0 4096 128 67208448 2 268435456 4 0 0 0 1 0 0 0 0 0 0 64 512 268435456 0 0 0 4096 2048 0 0 16777216 8 0 49152 0 0 524288 1 2048 85123328 288 0 14388 84116736 10 86 4 1081440 32 1075202 2 34 0 4100
is_linear=0
shrinkage=0.04


Tree=899
num_leaves=31
num_cat=13
split_feature=8 2 4 8 17 1 12 3 4 2 2 3 9 11 12 6 2 2 6 11 2 15 12 2 4 2 2 12 2 2
split_gain=1.77799 1.52769 1.33791 1.15678 1.709 1.68924 1.37711 1.07802 0.982949 1.13741 1.66205 0.950305 1.1255 0.792057 0.99125 1.17655 1.54565 0.811986 0.766054 1.11234 0.750373 0.74281 1.19001 1.08635 1.01144 0.683569 0.657219 0.643018 0.626306 0.614261
threshold=0 28.500000000000004 25409110000.000004 1 2 3.5000000000000004 3 2017.5000000000002 6373145000.000001 35.500000000000007 15.500000000000002 2019.5000000000002 4 5 6 7 1.5000000000000002 48.500000000000007 8 9 23.500000000000004 10 11 34.500000000000007 260.00000000000006 11.500000000000002 66.500000000000014 12 18.500000000000004 9.5000000000000018
decision_type=9 10 10 9 9 10 9 10 8 10 10 8 9 9 9 9 8 8 9 9 8 9 9 10 10 10 10 9 8 10
left_child=1 20 3 5 6 25 -5 27 -8 10 -10 12 -6 -13 18 17 -17 -16 19 -15 -1 23 -23 28 -24 -2 -3 -7 -18 -14
right_child=2 26 -4 4 11 7 8 -9 9 -11 -12 13 29 14 15 16 21 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.0458192155519155e-05 -4.4669688323679679e-05 -2.8866420935145245e-05 -2.8166335094006458e-05 2.5635897802800402e-06 -6.6358057444659839e-06 1.3968466307545669e-06 -0.00014697475600950583 -4.2773880118431861e-05 -1.3332632283749035e-05 1.9289731365432772e-05 -0.00014281181155364919 1.404880047839896e-05 -3.9307150366951763e-06 -2.3691814087101194e-06 1.8056402632353752e-05 3.3246983208563563e-05 8.0239625872025049e-06 0.0015594592960388454 -1.2999385446192947e-05 0.00014181831713621306 9.6289998409559985e-06 -5.5933447190099629e-05 -6.3924126104097926e-06 -1.8039327275118923e-05 -0.00028267319584536211 -0.00046594196109168707 -0.00015628213707639561 1.9496547992012835e-05 2.2952998684644398e-05 4.0506891370455381e-05
leaf_weight=102 37 33 26 108 119 105 76 27 93 44 48 128 32 157 82 50 39 28 139 147 93 119 394 63 30 29 48 324 28 184
leaf_count=102 37 33 26 108 119 105 76 27 93 44 48 128 32 157 82 50 39 28 139 147 93 119 394 63 30 29 48 324 28 184
internal_value=-0.000354586 -0.00334495 -2.99963e-05 6.08134e-05 -0.00035866 0.00172608 -0.00278947 0.00262582 -0.00433824 -0.00290323 -0.00464789 0.000171429 0.00208333 -0.000284698 -0.000590521 -0.0013981 -0.0019891 0.00231405 0.00092511 0.00203175 -0.00153061 -0.00252226 -0.00314079 0.000283688 -0.00202299 -0.0041791 -0.00804878 0.00311628 0.00382353 0.00370044
internal_weight=2932 276 2656 2630 2108 522 369 456 261 185 141 1739 335 1404 1276 833 723 110 443 304 195 673 543 130 424 66 81 429 67 216
internal_count=2932 276 2656 2630 2108 522 369 456 261 185 141 1739 335 1404 1276 833 723 110 443 304 195 673 543 130 424 66 81 429 67 216
cat_boundaries=0 30 59 60 62 64 66 68 69 70 71 72 74 76
cat_threshold=268435472 1048576 0 0 65536 0 0 0 1 0 0 33554432 0 1048576 0 4096 0 0 33554432 0 2147483648 0 0 0 0 16384 68 0 0 8192 1073741824 8 4 0 0 0 0 2147483648 0 32768 0 2052 0 1536 0 0 0 0 4096 2048 128 0 0 8 0 0 0 0 524288 10 67240256 32 0 164 49152 1024 1214464 32 192 10 32 2157969408 65600 2 67242240 32
is_linear=0
shrinkage=0.04


end of trees

feature_importances:
employees=7617
weekly_hours_final=3328
sigungu=2619
founded=2443
revenue=2006
industry=1637
job_category=1373
work_days=1312
career=1063
ksco_code=1006
employ_type=648
hire_count=641
severance=384
기업규모구간=272
work_form=222
기업형태=124
insurance=113
is_fulltime=101
education=91

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: 0.5]
[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"]]
