tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=136
objective=regression
feature_names=wdir_lag_1 wdir_lag_3 wdir_lag_6 wdir_lag_12 wspd_lag_1 wspd_lag_3 wspd_lag_6 wspd_lag_12 gst_lag_1 gst_lag_3 gst_lag_6 gst_lag_12 wvht_lag_1 wvht_lag_3 wvht_lag_6 wvht_lag_12 dpd_lag_1 dpd_lag_3 dpd_lag_6 dpd_lag_12 apd_lag_1 apd_lag_3 apd_lag_6 apd_lag_12 mwd_lag_1 mwd_lag_3 mwd_lag_6 mwd_lag_12 pres_lag_1 pres_lag_3 pres_lag_6 pres_lag_12 atmp_lag_1 atmp_lag_3 atmp_lag_6 atmp_lag_12 wtmp_lag_1 wtmp_lag_3 wtmp_lag_6 wtmp_lag_12 dewp_lag_1 dewp_lag_3 dewp_lag_6 dewp_lag_12 vis_lag_1 vis_lag_3 vis_lag_6 vis_lag_12 tide_lag_1 tide_lag_3 tide_lag_6 tide_lag_12 ground_energy_lag_1 ground_energy_lag_3 ground_energy_lag_6 ground_energy_lag_12 ground_dir_lag_1 ground_dir_lag_3 ground_dir_lag_6 ground_dir_lag_12 ground_quality_lag_1 ground_quality_lag_3 ground_quality_lag_6 ground_quality_lag_12 mid_energy_lag_1 mid_energy_lag_3 mid_energy_lag_6 mid_energy_lag_12 mid_dir_lag_1 mid_dir_lag_3 mid_dir_lag_6 mid_dir_lag_12 mid_quality_lag_1 mid_quality_lag_3 mid_quality_lag_6 mid_quality_lag_12 wind_energy_lag_1 wind_energy_lag_3 wind_energy_lag_6 wind_energy_lag_12 wind_dir_lag_1 wind_dir_lag_3 wind_dir_lag_6 wind_dir_lag_12 wind_quality_lag_1 wind_quality_lag_3 wind_quality_lag_6 wind_quality_lag_12 ground_dir_sin_lag_1 ground_dir_sin_lag_3 ground_dir_sin_lag_6 ground_dir_sin_lag_12 ground_dir_cos_lag_1 ground_dir_cos_lag_3 ground_dir_cos_lag_6 ground_dir_cos_lag_12 mid_dir_sin_lag_1 mid_dir_sin_lag_3 mid_dir_sin_lag_6 mid_dir_sin_lag_12 mid_dir_cos_lag_1 mid_dir_cos_lag_3 mid_dir_cos_lag_6 mid_dir_cos_lag_12 wind_dir_sin_lag_1 wind_dir_sin_lag_3 wind_dir_sin_lag_6 wind_dir_sin_lag_12 wind_dir_cos_lag_1 wind_dir_cos_lag_3 wind_dir_cos_lag_6 wind_dir_cos_lag_12 mwd_sin_lag_1 mwd_sin_lag_3 mwd_sin_lag_6 mwd_sin_lag_12 mwd_cos_lag_1 mwd_cos_lag_3 mwd_cos_lag_6 mwd_cos_lag_12 wdir_sin_lag_1 wdir_sin_lag_3 wdir_sin_lag_6 wdir_sin_lag_12 wdir_cos_lag_1 wdir_cos_lag_3 wdir_cos_lag_6 wdir_cos_lag_12 wd_lag_1 wd_lag_3 wd_lag_6 wd_lag_12 bar_lag_1 bar_lag_3 bar_lag_6 bar_lag_12 station_id
feature_infos=[0:360] [0:360] [0:360] [0:360] [0:21.799999237060547] [0:21.799999237060547] [0:25] [0:21.600000381469727] [0:29.299999237060547] [0:28.600000381469727] [0:31.200000762939453] [0:27.600000381469727] [0:10.479999542236328] [0:9.5900001525878906] [0:9.75] [0:10.420000076293945] [0:23.530000686645508] [0:23.530000686645508] [0:23.530000686645508] [0:23.530000686645508] [0:17.959999084472656] [0:18.350000381469727] [0:17.819999694824219] [0:17.209999084472656] [0:455] [0:498] [0:497] [0:472] [0:1038.0999755859375] [0:1037.699951171875] [0:1039.4000244140625] [0:1038.0999755859375] [0:26.100000381469727] [0:26.399999618530273] [0:26.200000762939453] [0:27.700000762939453] [0:24.100000381469727] [0:24.5] [0:24.5] [0:24.399999618530273] [-9.6000003814697266:22.600000381469727] [-8.5:23.299999237060547] [-9.6000003814697266:22.700000762939453] [-7:23.200000762939453] none none none none none none none none [0:786.54998779296875] [0:782.82000732421875] [0:1111.5999755859375] [0:934.55999755859375] [0:359.96624755859375] [0:359.97222900390625] [0:359.97222900390625] [0:359.962646484375] [0:0.96571886539459229] [0:0.96832031011581421] [0:0.96772253513336182] [0:0.96870046854019165] [0:339.26998901367188] [0:339.26998901367188] [0:300.55999755859375] [0:277.25] [0:359.98739624023438] [0:359.99029541015625] [0:359.83554077148438] [0:359.95089721679688] [0:0.96675676107406616] [0:0.9681817889213562] [0:0.96894651651382446] [0:0.96968388557434082] [0:114.91000366210938] [0:113.80999755859375] [0:118.70999908447266] [0:117.86000061035156] [0:359.99072265625] [0:359.99575805664062] [0:359.81781005859375] [0:359.96905517578125] [0:107.560546875] [0:0.95388299226760864] [0:0.95513111352920532] [0:380.48614501953125] [-1:0.99999994039535522] [-1:0.99999994039535522] [-1:0.99999994039535522] [-1:0.99999994039535522] [-1:1] [-1:1] [-1:1] [-1:1] [-1:0.9998505711555481] [-1:0.99884635210037231] [-1:0.99947857856750488] [-1:0.99999958276748657] [-1:1] [-1:1] [-1:1] [-0.99999994039535522:1] [-1:0.99999141693115234] [-1:0.99998313188552856] [-1:0.99999916553497314] [-1:0.99999678134918213] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [-1:1] [0:360] [0:360] [0:360] [0:360] [0:1032.699951171875] [0:1031.9000244140625] [0:1032.199951171875] [0:1032.199951171875] -1:0:5:6:7:11:9:8:10:4:3:2:1:12
tree_sizes=3092 3194 3168 3191 3181 3196 3180 3169 3207 3201 3202 3183 3174 3179 3201 3177 3189 3148 3146 3202 3193 3190 3171 3186 3196 3196 3181 3158 3165 3190 3208 3180 3162 3172 3167 3190 3176 3192 3210 3207 3203 3171 3179 3154 3174 3174 3163 3220 3199 3208 3190 3174 3172 3196 3166 3153 3169 3167 3181 3165 3199 3160 3156 3183 3180 3160 3136 3180 3186 3180 3161 3182 3150 3177 3143 3166 3158 3176 3176 3145 3154 3131 3129 3148 3172 3125 3175 3158 3143 3193 3156 3164 3118 3120 3078 3126 3141 3157 3140 3154 3151 3155 3132 3172 3130 3025 3117 3109 3077 3101 3093 3147 3046 3114 3015 3100 3149 3170 2997 3081 3157 3155 3074 3160 2939 3071 3158 3023 2940 3084 3099 2934 3054 3061 3012 3150 3139 3027 3039 3041 2893 2994 3067 2919 3038 3029 3009 3008 2900 3179 2967 2950 3113 2969 2863 2913 2873 2916 3023 2975 2905 2907 2899 2903 2958 3139 3091 3043 3078 2928 2946 2939 2902 3001 3026 2957 3168 3160 2968 2896 2916 2881 2900 2877 2933 2862 3030 3124 2904 3157 2943 2951 3011 2884 2928 2933 2998 2925 2965 2894 2896 3123 3132 3085 3128 3064 3047 3123 2987 2890 3025 2890 3006 2902 3007 3023 2891 3003 3070 3018 2955 3007 2973 2950 2996 2937 2868 2886 2954 2951 2908 2975 2908 2974 3126 3007 2918 3132 2976 2969 2900 2907 2920 2886 3130 2963 3098 3018 2950 2896 3160 3044 2932 3032 2991 3020 2976 2899 3015 2950 3109 3098 3103 2882 2956 2873 3030 2995 2875 2927 2916 2918 2905 2890 3099 2908 2970 3135 2907 2948 2919 2964 2999 2890 3021 3120 3125 3052 2889 3033 3100 2961 3118 2922 3017 2963 2908 2943 2938 2929 2906 2883 2925 2978 3036 2991 2942 2983 3004 2952 2981 2942 2940 2932 2914 2999 3001 2927 3014 2913 2927 2952 2939 2895 3055 2969 3066 2918 3120 2979 2914 2902 3131 2961 3041 3159 3079 3041 3085 2908 2935 3059 3018 3074 2913 2983 3007 3079 3007 2970 2932 2982 2919 2901 2896 3070 3034 3036 2898 2958 2983 2967 3038 2884 3024 3032 3050 3104 3050 3151 3073 3031 3055 2883 2950 3047 3018 2972 2942 2887 3137 3077 2917 2928 3065 3073 2948 3145 3060 2972 2937 2916 2924 2877 2879 2960 2901 2958 2955 2894 3011 2964 2932 3037 3000 2978 2934 3024 2914 2941 2950 2979 2894 2951 2883 2905 3099 2878 2864 3059 2953 2869 2928 2928 3049 2911 2959 2994 2927 2979 2856 3037 2913 2911 2906 2878 2916 2871 2907 2864 2970 2903 2911 3017 2890 2987 2904 2949 3013

Tree=0
num_leaves=31
num_cat=0
split_feature=56 111 57 60 57 88 90 70 90 59 88 76 88 60 112 88 52 90 90 89 57 62 112 90 90 112 91 61 57 90
split_gain=153960 13539.3 8412.93 2167.6 1271.71 1162.06 900.021 458.049 387.646 387.378 310.534 307.154 262.955 231.928 226.495 220.554 216.254 164.104 141.494 97.2793 90.0598 85.2552 84.7552 84.3816 79.3432 69.1822 67.9772 57.1604 57.0102 56.3201
threshold=200.24641418457034 0.99999997019767772 237.20729827880862 0.43157230317592626 213.85393524169925 -0.84295970201492298 -0.59439086914062489 187.43817901611331 -0.67656412720680226 205.66852569580081 -0.69881173968315113 1.0000000180025095e-35 -0.67039948701858509 0.40485434234142309 -0.87878364324569691 -0.5794195532798766 2.3549998998641972 -0.20867183804512021 -0.53667414188384999 -0.50589221715927113 200.5988464355469 0.38679786026477819 -0.82409480214118946 -0.49126566946506495 -0.89473360776901234 -0.46173103153705591 -0.49016804993152613 0.44250899553298956 204.89601898193362 -0.7848381996154784
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 8 9 14 10 20 16 17 13 27 -7 -2 24 19 21 -1 -13 -8 -3 -4 -18 -11 -5 -14 -10 -6 -17 -16
right_child=2 7 3 5 11 12 15 -9 26 23 -12 18 25 -15 29 28 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.35244879483484687 -0.36733030931696581 -0.33739859195354893 -0.36897023022643577 -0.38368773764431541 -0.36601529714068659 -0.37683621646502585 -0.36600464606284039 -0.35752491106696799 -0.36879783917062914 -0.35981390682442621 -0.36416594166436822 -0.36393944001604733 -0.37145979907813875 -0.37418037511075319 -0.3804419724033884 -0.3557191681687229 -0.37907079539613692 -0.34650361102936628 -0.35741411306402276 -0.36107561772685048 -0.3601047484641523 -0.37390159963819308 -0.37424484014491982 -0.35437296017038317 -0.38089669666938775 -0.36339350137561677 -0.36360307290013077 -0.37508165121432585 -0.36003047425462453 -0.3766943696866567
leaf_weight=22036 24552 636767 19359 137263 2627 59014 16709 2844 19502 12292 27715 18318 16491 24877 59131 18446 18461 24526 15202 24968 437 16015 17938 16955 31263 3169 9301 5140 13123 12072
leaf_count=22036 24552 636767 19359 137263 2627 59014 16709 2844 19502 12292 27715 18318 16491 24877 59131 18446 18461 24526 15202 24968 437 16015 17938 16955 31263 3169 9301 5140 13123 12072
internal_value=-0.355135 -0.340363 -0.374778 -0.378419 -0.355995 -0.380441 -0.364633 -0.337504 -0.37202 -0.35215 -0.368402 -0.363056 -0.375168 -0.370778 -0.382171 -0.360664 -0.373987 -0.349317 -0.36098 -0.363052 -0.337414 -0.371203 -0.376692 -0.35666 -0.38317 -0.37016 -0.36712 -0.372015 -0.357511 -0.379807
internal_weight=1.32651e+06 757144 569369 418979 117096 318403 150390 640048 100576 75809 77144 41287 78674 49429 239729 73246 71773 46562 33520 41677 637204 35374 36399 29247 168526 19660 28803 7767 31569 71203
internal_count=1326513 757144 569369 418979 117096 318403 150390 640048 100576 75809 77144 41287 78674 49429 239729 73246 71773 46562 33520 41677 637204 35374 36399 29247 168526 19660 28803 7767 31569 71203
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=1
split_feature=88 111 57 60 57 88 58 58 59 58 88 76 60 52 88 88 112 58 91 81 61 112 57 58 52 88 89 136 91 58
split_gain=138343 12059.5 8267.06 1929.04 1216.33 999.999 905.21 430.922 365.863 328.921 319.802 255.332 226.507 224.974 219.352 206.461 204.411 147.348 114.817 101.702 91.2697 84.6705 80.6043 80.3851 72.6254 63.9717 55.7885 55.4957 50.7037 48.1533
threshold=-0.30684365332126612 0.99999997019767772 237.20729827880862 0.43157230317592626 217.02774810791018 -0.84295970201492298 214.75185394287112 198.95173645019534 205.66852569580081 222.87593841552737 -0.6583818495273589 1.0000000180025095e-35 0.38692386448383337 2.3549998998641972 -0.5794195532798766 -0.6830226182937621 -0.87878364324569691 191.85276794433597 -0.48127262294292444 168.85327148437503 0.35244590044021612 -0.82409480214118946 210.15926361083987 210.1474533081055 0.30500000715255743 -0.8483191430568694 -0.33726029098033899 0 -0.92051735520362843 223.67769622802737
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=2 4 6 9 8 16 14 19 17 -4 12 -6 -8 20 22 -7 24 27 29 -3 -11 -15 -1 -10 -5 -14 -16 -2 -26 -13
right_child=1 7 3 5 11 15 10 -9 23 13 -12 18 25 21 26 -17 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0053560703844937078 0.0040663962822908937 0.016853685366649759 -0.010676847068171642 -0.019489733244197022 -0.016258426762353999 -0.020719245246752005 -0.010853776660537721 -0.0062031399101632172 0.00081390057583718284 -0.012289146635389778 -0.0077775085709940591 -0.0054305264931848105 -0.019241015923449591 -0.022683505538326279 -0.0036146626366458084 -0.014909355067601077 -0.023435337280905702 0.0026599005680028962 -0.0022855386490976456 0.0029078088717278319 -0.017165733658871401 -0.018015134375015483 -0.010072334214939213 -0.0044869825956374478 -0.027342604899411607 -0.014707766329439749 0.00040287107310499315 0.0097896585860881603 -0.025412776729400205 -0.010478187340723803
leaf_weight=22604 5622 636679 21826 3487 7611 56965 25375 2038 16211 17761 27224 7918 17316 19118 18506 20902 71203 21085 12325 1310 20868 19743 15119 12798 117047 14135 16210 17799 47992 11716
leaf_count=22604 5622 636679 21826 3487 7611 56965 25375 2038 16211 17761 27224 7918 17316 19118 18506 20902 71203 21085 12325 1310 20868 19743 15119 12798 117047 14135 16210 17799 47992 11716
internal_value=2.77431e-06 0.0140922 -0.0185024 -0.0221806 -0.000960108 -0.0240825 -0.00870308 0.0167517 0.00284431 -0.0160986 -0.0122334 -0.00802814 -0.0143682 -0.0176257 -0.00460684 -0.0191597 -0.0256815 0.00569204 -0.00606811 0.016825 -0.0149236 -0.0203118 -0.0072463 -0.00152471 -0.0266306 -0.0172036 -0.00173875 0.00842176 -0.0267814 -0.00844257
internal_weight=1.32651e+06 753112 573401 416912 113085 317596 156489 640027 73515 99316 84050 39570 56826 77490 72439 77867 239729 44506 31959 637989 38629 38861 37723 29009 168526 31451 34716 23421 165039 19634
internal_count=1326513 753112 573401 416912 113085 317596 156489 640027 73515 99316 84050 39570 56826 77490 72439 77867 239729 44506 31959 637989 38629 38861 37723 29009 168526 31451 34716 23421 165039 19634
cat_boundaries=0 1
cat_threshold=6341
is_linear=0
shrinkage=0.05


Tree=2
num_leaves=31
num_cat=0
split_feature=56 111 57 60 57 88 90 58 59 90 88 90 108 60 88 53 88 90 90 112 57 60 58 113 63 52 57 60 91 91
split_gain=125436 11012.8 6849.6 1793.54 1037.72 1009.22 717.734 377.186 316.39 281.124 277.837 271.737 250.889 191.3 161.177 160.874 156.865 134.794 120.496 113.505 92.5093 76.4589 71.0942 70.6263 61.7594 61.2132 60.0804 53.6492 53.5265 53.5207
threshold=200.24641418457034 0.99999997019767772 236.38002777099612 0.41501173377037054 213.85393524169925 -0.80084311962127674 -0.55307313799858082 198.95173645019534 205.66852569580081 -0.68237218260765065 -0.71459215879440297 -0.87221747636795033 0.99999997019767772 0.40485434234142309 -0.62546381354331959 2.0149999856948857 -0.5877690017223357 -0.15599663555622098 -0.53667414188384999 -0.89490029215812672 202.06726837158206 0.45595304667949682 227.02546691894534 -0.84335932135581959 0.36520761251449591 2.5949999094009404 210.90214538574222 0.58083114027977001 -0.49016804993152613 -0.33857938647270197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 9 8 11 10 20 17 15 13 19 18 -2 21 24 -7 -1 -6 27 -3 -8 -10 -17 -4 -13 -12 -5 -11 -16
right_child=2 7 3 5 12 16 14 -9 22 28 26 25 -14 -15 29 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028003751493814633 -0.010933548041628733 0.016002936657848365 -0.011406185913142804 -0.023931475336417037 -0.007994156500661851 -0.018050553481032558 -0.0057770915633392102 -0.0055715192161293016 0.00016654025462009434 -0.012091035165001499 -0.0058988225698664871 -0.017257667611325855 -0.015226807537315435 -0.017202309492874972 -0.0039134996060946493 -0.021208938623550441 -0.01149347195765464 0.0082003273251968298 -0.0019710471841687164 -0.023117777136484913 -0.002768766257800378 -0.011365436646392901 -0.0053337546227527344 -0.016765838365358884 -0.016120193160420581 -0.021793857216013308 -0.010205546923826636 -0.026219113810919271 -0.007387786548193994 0.00011944391820487916
leaf_weight=25257 24562 637355 14009 33549 18305 48494 25261 2036 21106 18524 16109 8548 7784 24122 19743 16549 11234 21305 15198 62183 657 8078 8141 19463 13785 57225 16284 108561 8983 14103
leaf_count=25257 24562 637355 14009 33549 18305 48494 25261 2036 21106 18524 16109 8548 7784 24122 19743 16549 11234 21305 15198 62183 657 8078 8141 19463 13785 57225 16284 108561 8983 14103
internal_value=2.6408e-06 0.0133358 -0.0177277 -0.0209817 -0.00076249 -0.0226988 -0.00848525 0.015915 0.00271116 -0.0147804 -0.0116521 -0.0239995 -0.00714061 -0.0140396 -0.00466361 -0.016602 -0.0168173 0.00527119 -0.00526189 -0.0248994 0.0159836 -0.00713114 -0.00136449 -0.0188076 -0.0137442 -0.0212043 -0.00806382 -0.0256791 -0.0105551 -0.00223305
internal_weight=1.32651e+06 757144 569369 421107 117096 329794 148262 640048 75809 91313 81077 270066 41287 48684 67185 63806 59728 46562 33503 204293 638012 33339 29247 36012 27794 65773 32393 142110 27507 33846
internal_count=1326513 757144 569369 421107 117096 329794 148262 640048 75809 91313 81077 270066 41287 48684 67185 63806 59728 46562 33503 204293 638012 33339 29247 36012 27794 65773 32393 142110 27507 33846
is_linear=0
shrinkage=0.05


Tree=3
num_leaves=31
num_cat=1
split_feature=56 111 57 61 59 88 90 69 52 57 89 88 112 90 88 60 92 88 80 90 60 90 112 60 60 102 90 96 88 136
split_gain=113206 9939.09 6187.42 1698.06 945.599 864.795 588.905 343.186 334.347 309.933 256.158 244.346 203.81 160.623 158.675 156.168 154.162 129.593 123.056 102.187 78.1221 77.522 72.1819 68.1612 65.6456 62.5466 57.575 56.4905 52.2147 50.9622
threshold=200.24641418457034 0.99999997019767772 233.87088775634768 0.43349824845790869 220.29396820068362 -0.8290397822856902 -0.52788767218589772 192.59449005126956 3.0849999189376835 196.20594787597659 -0.61485242843627919 -0.6583818495273589 -0.87878364324569691 -0.62561124563217152 -0.65281584858894337 0.38893173635005956 -0.58900043368339527 -0.62546381354331959 78.515422821044936 -0.24638979882001874 0.33486616611480718 -0.38199327886104578 -0.76037701964378346 0.52703988552093517 0.46733753383159643 0.88527709245681774 -0.7848381996154784 -0.50512742996215809 -0.8483191430568694 0
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=1 4 6 8 9 12 11 25 13 19 18 15 23 20 -7 -2 -10 24 -6 -1 -4 -11 -18 -5 -8 -3 -14 -16 -17 -21
right_child=2 7 3 5 10 14 17 -9 16 21 -12 -13 26 -15 27 28 22 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0025741671645648232 -0.0096622818201517816 0.00042612324363920141 -0.011241345183111637 -0.021767786856428994 -0.016358517143144145 -0.018194973976611416 -0.0052728359707809288 -0.0023974585638449034 -0.010867238818422414 -0.0032395629697349639 -0.0027940419859910472 -0.0067926743542435193 -0.021572636123834164 -0.0083080884528170095 -0.013897598493114872 -0.01715733175287024 -0.020948792205524713 -0.0019208776908706399 -0.0080417237028589193 0.00068540937594949007 -0.015501363298792582 0.0015268725299054106 -0.01630660925861532 -0.024465084619030918 -0.010917985810262387 0.015212426083474537 -0.018030344047817951 -0.0057492728479238654 -0.012871197527308696 0.0085010645099794346
leaf_weight=15786 23935 716 18319 28018 6318 54686 24105 2784 6692 16605 21757 27090 64066 19582 15515 15094 21554 31743 15024 2321 26088 17543 13694 142775 6549 636548 13973 2465 13426 21742
leaf_count=15786 23935 716 18319 28018 6318 54686 24105 2784 6692 16605 21757 27090 64066 19582 15515 15094 21554 31743 15024 2321 26088 17543 13694 142775 6549 636548 13973 2465 13426 21742
internal_value=2.50904e-06 0.012669 -0.0168413 -0.019845 -0.000724366 -0.021654 -0.00779642 0.0151193 -0.0143547 0.00270473 -0.0066118 -0.0106488 -0.0230553 -0.0120805 -0.0168552 -0.0126403 -0.0178244 -0.0041601 -0.0105038 0.00570023 -0.013744 -0.000790881 -0.0191453 -0.0240226 -0.00647888 0.0151958 -0.0209384 -0.0127805 -0.0151396 0.00775102
internal_weight=1.32651e+06 757144 569369 427427 117096 321498 141942 640048 105929 73997 43099 79545 248832 63989 72666 52455 41940 62397 21342 39849 44407 34148 35248 170793 30654 637264 78039 17980 28520 24063
internal_count=1326513 757144 569369 427427 117096 321498 141942 640048 105929 73997 43099 79545 248832 63989 72666 52455 41940 62397 21342 39849 44407 34148 35248 170793 30654 637264 78039 17980 28520 24063
cat_boundaries=0 1
cat_threshold=6336
is_linear=0
shrinkage=0.05


Tree=4
num_leaves=31
num_cat=1
split_feature=56 111 89 60 58 58 88 58 58 57 89 52 59 56 59 76 90 88 136 61 52 88 57 59 59 112 60 88 90 112
split_gain=102189 9594.98 5177.16 1649.76 868.075 616.071 564.747 368.193 320.375 274.817 237.159 185.629 154.344 134.447 130.562 128.007 110.497 102.16 101.699 86.127 84.5013 80.4605 78.0066 75.5795 73.5094 64.4977 55.6503 55.3695 52.7141 50.9788
threshold=202.558464050293 0.99999997019767772 -0.70263656973838795 0.46272467076778417 212.43647003173831 224.51486968994143 -0.86423572897911061 236.42914581298831 195.10044860839847 196.20594787597659 -0.61485242843627919 2.6350001096725468 227.84553527832034 227.74961853027347 206.42536926269534 0.80500000715255748 -0.88574340939521778 -0.5877690017223357 0 0.3605055063962937 3.1250000000000004 -0.77930656075477589 202.06726837158206 186.70752716064456 204.95240020751956 -0.87878364324569691 0.35938757658004766 -0.56254538893699635 -0.76524624228477467 -0.91702514886856068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 9 14 16 21 22 18 15 19 -7 -8 -4 -6 29 20 -1 -9 -14 26 -3 -20 -11 -13 -2 -16 -15 -5
right_child=2 8 5 6 10 12 13 11 -10 24 -12 25 17 28 27 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00064155472600261633 -0.0098701154880512856 0.014443580707588798 -0.0022650103220233533 -0.023595396260131327 -0.01595871864189383 -0.0076146648083561079 -0.011609331662823097 -0.011243474309305496 -0.0047701886041079328 0.0014628223519922894 -0.0025828383600746433 -0.02066473416257741 -0.011120112241655109 -0.019021286906672763 -0.0079192320890148597 -0.0074850779288198992 -0.02023271165947578 -0.008223915359523503 0.0091016474055517684 -0.015753738647138953 -0.015629242350263226 -0.0074219447033959706 -0.0028466773921107537 0.0044042960263077288 -0.0031079112139755088 -0.016728561028196268 -0.014728543377752099 -0.0038731227819157918 -0.015906583499638142 -0.021731862860427179
leaf_weight=6270 13162 637331 31191 114862 5953 21315 8806 19119 2181 18165 24283 18107 17903 49846 26189 17734 45878 10464 14185 23712 24759 15544 653 21607 17056 24474 10674 12487 18673 53930
leaf_count=6270 13162 637331 31191 114862 5953 21315 8806 19119 2181 18165 24283 18107 17903 49846 26189 17734 45878 10464 14185 23712 24759 15544 653 21607 17056 24474 10674 12487 18673 53930
internal_value=2.38726e-06 0.0118843 -0.0162063 -0.0190324 -0.00077169 -0.00804403 -0.0210889 -0.0142204 0.0143605 0.00250773 -0.00605507 -0.0160646 -0.011209 -0.017425 -0.00467185 -0.00961467 -0.0224086 -0.0126511 0.00523612 -0.0137404 -0.013737 -0.0102207 0.0144259 0.00626419 -0.000750585 -0.0184024 -0.0120458 -0.0066129 -0.0181725 -0.023
internal_weight=1.32651e+06 765418 561095 416787 125253 144308 291995 124792 640165 77283 47970 85412 74441 77325 69867 23687 214670 53126 42062 42831 42662 39380 637984 35792 35221 42581 23836 38676 68519 168792
internal_count=1326513 765418 561095 416787 125253 144308 291995 124792 640165 77283 47970 85412 74441 77325 69867 23687 214670 53126 42062 42831 42662 39380 637984 35792 35221 42581 23836 38676 68519 168792
cat_boundaries=0 1
cat_threshold=6352
is_linear=0
shrinkage=0.05


Tree=5
num_leaves=31
num_cat=1
split_feature=56 111 57 61 59 88 90 58 89 89 88 88 60 117 90 93 60 61 136 59 60 88 81 90 53 88 91 90 60 91
split_gain=92247.2 7640.55 5324.41 1291.89 803.814 685.785 648.616 297.217 240.981 228.229 222.081 218.638 175.194 163.017 160.162 158.947 157.28 110.693 81.1799 63.5794 62.4652 62.3742 62.067 60.9989 56.9968 56.4655 53.6121 52.1704 51.5876 49.8624
threshold=198.79177093505862 0.99999997019767772 239.67893218994143 0.42043980956077581 214.60724639892581 -0.8483191430568694 -0.59439086914062489 198.95173645019534 -0.68542852997779835 -0.29367190599441523 -0.69881173968315113 -0.74297505617141713 0.34976200759410864 0.46173103153705602 -0.71012404561042775 -0.85856032371520985 0.39083103835582739 0.4312990009784699 0 201.2612228393555 0.54876488447189342 -0.53673866391181935 168.85327148437503 -0.75680804252624501 1.9750000238418581 -0.72960433363914479 -0.51784563064575184 -0.43320457637310023 0.37140122056007391 -0.58449915051460255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 11 9 13 10 22 17 -1 16 12 29 20 -7 19 -2 -6 -11 -8 -5 -16 -3 -10 -14 28 -12 -13 -17 -4
right_child=2 7 3 5 8 14 15 -9 23 18 26 27 24 -15 21 25 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0004278954676259001 -0.0093633479769385311 0.01372907613480377 -0.012517085729206737 -0.01992382010868253 -0.0069522278378252719 -0.016950632133118936 0.00010157928718748671 -0.0055217979760628731 -0.0061874402559027684 0.0070518753722311495 -0.0085213372287054837 -0.010080534379553556 -0.01393058565708098 -0.018904045632657913 -0.013258738223036441 -0.0059030851111320122 -0.014835051811344056 -0.014740579948021483 0.001968497240813979 -0.0037926615483141776 -0.022271322109692564 -0.0064437697212201082 0.0027885360431654333 -0.00090359531771836354 -0.017814068243135549 -0.0047513179650157207 -0.0040463542551357123 -0.0047326170046336621 -0.011500023387445577 -0.0077444050449074313
leaf_weight=27589 23649 636318 18565 36009 12677 61705 18988 2016 7732 26649 20045 17767 15133 70150 17232 8175 29535 7127 11172 23395 133019 4170 1299 18606 25151 19625 10048 6135 8294 7760
leaf_count=27589 23649 636318 18565 36009 12677 61705 18988 2016 7732 26649 20045 17767 15133 70150 17232 8175 29535 7127 11172 23395 133019 4170 1299 18606 25151 19625 10048 6135 8294 7760
internal_value=5.54825e-06 0.0115403 -0.0150754 -0.0180884 -0.000534644 -0.0195707 -0.00738615 0.0136462 -0.00558803 0.00303016 -0.0104597 -0.0128102 -0.0142823 -0.0209303 -0.0156579 -0.00412457 -0.012402 -0.00975508 0.00555267 -0.002048 -0.0217712 -0.0119309 0.0137068 -0.00245476 -0.0163552 -0.00656296 -0.00702715 -0.00870787 -0.00872178 -0.0111102
internal_weight=1.32574e+06 751185 574550 412796 111552 322285 161754 639633 46142 65410 83277 90511 66609 239178 83107 78477 53184 19804 37821 42383 169028 21402 637617 26338 40284 36094 30093 23902 16469 26325
internal_count=1325735 751185 574550 412796 111552 322285 161754 639633 46142 65410 83277 90511 66609 239178 83107 78477 53184 19804 37821 42383 169028 21402 637617 26338 40284 36094 30093 23902 16469 26325
cat_boundaries=0 1
cat_threshold=1826
is_linear=0
shrinkage=0.05


Tree=6
num_leaves=31
num_cat=0
split_feature=56 111 89 61 59 58 88 90 58 89 89 91 52 92 91 80 90 62 90 56 52 62 57 92 88 88 60 90 90 90
split_gain=83274.2 7734.53 4267.82 1362.47 737.395 501.806 450.566 285.443 270.605 226.344 219.77 167.915 157.248 106.964 101.204 98.944 95.0077 87.5008 82.5284 78.2558 76.6339 72.1508 59.4434 57.5929 53.7848 53.0007 52.3468 51.5042 49.6631 46.2915
threshold=202.558464050293 0.99999997019767772 -0.70263656973838795 0.45373407006263738 213.84648132324222 222.06231689453128 -0.87826690077781666 -0.74402859807014454 198.95173645019534 -0.62154945731163014 -0.29367190599441523 -0.53443801403045643 2.995000004768372 -0.61203765869140614 -0.33857938647270197 78.515422821044936 -0.8625865876674651 0.37284570932388311 -0.15599663555622098 238.10096740722659 2.435000061988831 0.36471852660179144 202.06726837158206 -0.58900043368339527 -0.61824825406074513 -0.53673866391181935 0.60176652669906627 -0.5097704529762267 -0.38199327886104578 -0.78099393844604481
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 10 14 16 12 22 15 28 17 21 -8 25 -6 26 -7 -12 -9 -21 -2 -3 -14 -19 -4 -5 -11 -1 -15
right_child=2 8 5 6 9 11 13 19 -10 27 18 -13 23 29 -16 -17 -18 24 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025289255371383594 -0.010060880168412183 0.013035262851399233 -0.006673646103536564 -0.019379632716751003 -0.014111090057890081 -0.0084915913567626504 -0.011805313144250543 -0.0063245261803213772 -0.0048692634900340172 -0.0044431808462867409 0.0028519727574234928 -0.0060781918045040087 -0.011637961642242137 -0.017514261075053363 -0.0014633199047855009 -0.006831415016871391 -0.017801351409673326 -0.013709030015097401 0.0073489650336970623 -0.0085603996061602711 -0.013974045165717165 -0.014242203248888691 -0.0020929201000298449 -0.017620281355893015 -0.0092520605004849672 -0.0028626674791793214 -0.021282452180767589 -0.0001481287711904115 0.001412451040725524 -0.014790513577908998
leaf_weight=15531 18835 637059 29855 50871 6353 18095 12856 14410 2121 13043 21035 20445 4611 54524 24135 17596 32831 29991 19811 15137 11506 22813 650 31559 8742 13138 124850 15015 16466 21851
leaf_count=15531 18835 637059 29855 50871 6353 18095 12856 14410 2121 13043 21035 20445 4611 54524 24135 17596 32831 29991 19811 15137 11506 22813 650 31559 8742 13138 124850 15015 16466 21851
internal_value=5.27451e-06 0.0107392 -0.0146244 -0.0171916 -0.000644514 -0.00721686 -0.0189981 -0.0126662 0.0129605 -0.00519218 0.00260234 -0.00996406 -0.0144458 -0.0160247 -0.00405447 -0.00876251 -0.0202703 -0.0113621 0.00503309 -0.00929288 -0.0108983 -0.0123512 0.0130198 -0.0168576 -0.0127031 -0.00550907 -0.0207316 -0.00214472 -0.000500651 -0.016735
internal_weight=1.32574e+06 764680 561055 416654 124850 144401 297783 118871 639830 52007 72843 77273 77818 89231 67128 23949 208552 56828 40846 41053 26643 41648 637709 36170 38733 42993 175721 28058 31997 76375
internal_count=1325735 764680 561055 416654 124850 144401 297783 118871 639830 52007 72843 77273 77818 89231 67128 23949 208552 56828 40846 41053 26643 41648 637709 36170 38733 42993 175721 28058 31997 76375
is_linear=0
shrinkage=0.05


Tree=7
num_leaves=31
num_cat=0
split_feature=56 111 89 60 90 90 90 91 57 57 89 56 52 62 112 56 91 80 52 70 91 52 112 59 112 57 56 59 56 113
split_gain=75161.5 7290.13 3637.21 1240.37 672.412 394.555 381.337 268.995 250.652 225.979 182.999 179.971 124.945 117.917 112.753 100.055 96.5467 80.3004 75.0431 66.161 65.7614 63.4786 56.9017 56.6445 54.4038 52.9905 52.87 50.0454 48.5543 47.8163
threshold=204.08593750000003 0.99999997019767772 -0.69100260734558094 0.45368264615535742 -0.52788767218589772 -0.46349868178367609 -0.85498112440109242 -0.76377457380294789 210.90214538574222 200.5988464355469 -0.73223251104354847 241.68051910400393 3.0849999189376835 0.376776933670044 -0.85260769724845875 230.33010101318362 -0.18370457738637921 246.86840820312503 3.6149998903274541 187.43817901611331 -0.59259381890296925 1.4450000524520876 -0.82409480214118946 222.74452972412112 -0.78257837891578663 204.21155548095706 248.43532562255862 213.84648132324222 235.448112487793 -0.84335932135581959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 10 11 14 13 19 16 17 25 -13 21 26 -8 -6 -1 -9 -3 -7 -2 -14 -12 -17 -4 -5 -11 -15 -23
right_child=2 8 5 6 9 20 15 18 -10 27 23 12 22 28 -16 24 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.013882271984656653 -0.0086846148573311906 0.012388751462342818 -0.0040905358878495579 -0.016038521895730209 0.0022686444631941321 -0.0056106364413898713 -0.0096848849342863631 -0.0076388882106147686 -0.0065537081597480161 0.00045383439331124248 -0.00080698338139027249 -0.0080623987146927582 -0.016700170700896369 -0.011724460696712789 -0.017066744207142936 -0.01677571424003084 0.0067005474771597703 -0.006923360434292614 -0.012224597631467654 0.0023907486942385237 -0.0017807275685486363 -0.016139007422353954 -0.011666520496186548 -0.0052139974524012204 -0.014002831758437412 -0.0078795025048823807 -0.019959449714793114 -0.0035923521732420974 -0.016255594263552924 -0.011198290253298659
leaf_weight=6018 12172 636489 16004 9092 28103 17988 7694 31922 1756 18777 15921 22204 7859 7055 51315 44606 21837 13323 12382 1659 29737 8398 19657 13452 29314 21794 158072 12887 36501 11747
leaf_count=6018 12172 636489 16004 9092 28103 17988 7694 31922 1756 18777 15921 22204 7859 7055 51315 44606 21837 13323 12382 1659 29737 8398 19657 13452 29314 21794 158072 12887 36501 11747
internal_value=5.01063e-06 0.0101156 -0.0140134 -0.0163085 -0.000663512 -0.0068814 -0.0180275 -0.0120162 0.0123108 0.00211145 -0.00531203 -0.0088757 -0.0108526 -0.0138238 -0.0191169 -0.0151113 0.00420656 -0.00908864 -0.00892049 0.0123628 -0.00322426 -0.0115354 -0.0131042 -0.00282527 -0.0156761 -0.00627522 -0.0197462 -0.00119293 -0.0155217 -0.013258
internal_weight=1.32574e+06 770222 555513 420270 130318 135243 300093 120177 639904 81604 48714 87518 49720 75873 218479 81614 49940 19341 44304 638148 47725 32317 27516 29373 73920 37798 167164 31664 43556 20145
internal_count=1325735 770222 555513 420270 130318 135243 300093 120177 639904 81604 48714 87518 49720 75873 218479 81614 49940 19341 44304 638148 47725 32317 27516 29373 73920 37798 167164 31664 43556 20145
is_linear=0
shrinkage=0.05


Tree=8
num_leaves=31
num_cat=1
split_feature=56 103 57 112 59 88 60 90 60 57 89 52 90 88 91 91 52 136 76 88 88 91 62 98 52 57 90 89 90 58
split_gain=67857.6 5330.99 4161.03 1023.98 606.738 533.333 365.578 328.846 255.897 218.693 188.478 183.536 164.75 128.308 123.19 119.156 104.751 78.994 76.7839 70.1025 61.0309 60.4034 58.1349 54.9104 48.868 48.4505 47.9551 47.5261 46.2485 42.0943
threshold=197.32001495361331 0.99999982118606578 239.67893218994143 -0.81408452987670887 221.93406677246097 -0.64645111560821522 0.41501173377037054 -0.65825578570365895 0.46733753383159643 214.58958435058597 -0.36935165524482721 3.0449999570846562 -0.75680804252624501 -0.91837146878242482 -0.48127262294292444 -0.67377072572708119 1.6749999523162844 0 0.80500000715255748 -0.76791664958000172 -0.84574115276336659 -0.42341330647468561 0.3847282230854035 -0.151522621512413 0.14500000327825549 199.90299224853518 -0.15599663555622098 -0.48700383305549616 -0.76083487272262562 207.88796234130862
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 6 10 8 16 11 15 23 -1 22 18 24 29 28 -4 26 -6 -13 -10 -9 -5 -3 -8 -16 -12 -17 -2 -7
right_child=2 9 3 7 12 14 13 21 20 -11 17 19 -14 -15 25 27 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010670926618539737 -0.010665426691006157 0.0022396561185832799 -0.010124499581378043 -0.0077826588201529538 -0.013894305342202404 -0.0027098518095600029 -0.010329181247291807 -0.0089252553990605138 -0.014839520582557941 -0.0068953117039124018 0.0038331150340190131 -0.015632686490157637 -0.0024818894647712017 -0.016309489622629774 0.0011124980945866187 -0.0068757113600259011 -0.015189181846434606 0.001231867829935785 -0.0067243543298002254 -0.012420912706614792 -0.010277849513767508 -0.0039442715712648254 -0.012211460747249235 0.011769975018098799 -0.018973598675228572 -0.0025803432218639041 0.0078207959635760507 -0.0029503309043789755 -0.0069550400781452073 -0.0062464066537756061
leaf_weight=24127 18006 1515 17909 14516 5520 13258 1652 24964 14268 1577 14828 55474 21767 69432 17023 13629 23746 13315 11541 24490 15084 8049 15136 636458 158013 18573 15338 17758 15740 23029
leaf_count=24127 18006 1515 17909 14516 5520 13258 1652 24964 14268 1577 14828 55474 21767 69432 17023 13629 23746 13315 11541 24490 15084 8049 15136 636458 158013 18573 15338 17758 15740 23029
internal_value=4.7601e-06 0.00997706 -0.012827 -0.0155143 -0.00038393 -0.00614985 -0.0173204 -0.0120856 -0.00861911 0.0117014 0.00247695 -0.0134032 -0.00536535 -0.0181039 -0.0029042 -0.00687232 -0.0130117 0.00444349 -0.00904416 -0.014649 -0.0124953 -0.00771083 -0.0100434 0.0117473 -0.0188842 -0.000814324 0.00585872 -0.00465483 -0.00893481 -0.00495427
internal_weight=1.32574e+06 745986 579749 413381 106436 166368 270752 142629 94485 639550 67608 109616 38828 229097 71883 65133 41655 43481 17061 79964 29352 33013 29652 637973 159665 35596 30166 31387 33746 36287
internal_count=1325735 745986 579749 413381 106436 166368 270752 142629 94485 639550 67608 109616 38828 229097 71883 65133 41655 43481 17061 79964 29352 33013 29652 637973 159665 35596 30166 31387 33746 36287
cat_boundaries=0 1
cat_threshold=1826
is_linear=0
shrinkage=0.05


Tree=9
num_leaves=31
num_cat=1
split_feature=56 103 89 61 58 88 59 58 58 57 89 52 90 88 60 90 61 91 60 136 101 88 88 102 88 57 60 91 59 89
split_gain=61253.6 6044.76 2914.18 1032.51 565.417 382.115 313.959 210.529 206.504 177.805 158.94 119.614 110.976 90.811 89.1005 85.2304 79.7551 75.3361 67.6456 53.7897 52.761 52.5471 51.5378 48.5796 45.1485 44.717 43.4299 41.5603 41.44 41.4074
threshold=204.81098937988284 0.99999982118606578 -0.68542852997779835 0.43349824845790869 210.94860839843753 -0.87826690077781666 222.74452972412112 195.10044860839847 236.42914581298831 198.41265106201175 -0.68542852997779835 2.2749999761581425 -0.53667414188384999 -0.7387891113758086 0.54612740874290477 -0.33883106708526606 0.54590719938278209 -0.28276009857654566 0.33253438770771032 0 0.52927726507186901 -0.74297505617141713 -0.71459215879440297 0.38542862236499792 1.0000000180025095e-35 226.89202880859378 0.32845993340015417 -0.42341330647468561 205.66852569580081 -0.48700383305549616
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 9 14 15 25 21 17 16 19 18 -7 -5 29 -6 -1 -8 -10 -13 26 -20 -16 -19 -3 -2 -11 -12 -4
right_child=2 7 6 5 10 13 12 -9 11 27 28 20 -14 -15 23 -17 -18 24 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017467971182226164 -0.0061244241819286161 0.011174521159456517 -0.0070767056253668087 -0.015539570872957084 -0.0064250245597355831 -0.014555787418766637 -0.0063098825354846733 -0.0040238247380625482 -0.0054117301183760841 -0.0025240986945614841 0.00014812332293463626 -0.015370366484748571 -0.0053454618059229448 -0.011210251645848726 -0.018515055943894659 -0.00096299922531867298 -0.014283362215488865 0.0043036964280980623 -0.012099797562431156 -0.010774100096822468 -0.011527599576309765 -0.0047844908678820949 -0.008406278861965993 -0.016698821439856744 0.0086527821345909178 -0.0049925023280236458 -0.010472420893923662 0.00099436874261693261 -0.0036699912174469711 -0.0036354770629142526
leaf_weight=20004 9367 637249 13943 52470 18783 68453 11666 2290 5779 16363 11343 24183 21084 28825 109600 21413 3899 17132 23941 26254 14164 12369 15598 55441 9157 428 14845 17231 19028 23433
leaf_count=20004 9367 637249 13943 52470 18783 68453 11666 2290 5779 16363 11343 24183 21084 28825 109600 21413 3899 17132 23941 26254 14164 12369 15598 55441 9157 428 14845 17231 19028 23433
internal_value=4.52283e-06 0.009094 -0.0127034 -0.0147273 -0.00060768 -0.0161694 -0.00619172 0.0111093 -0.0104831 0.00204964 -0.00460906 -0.012067 -0.00839847 -0.0135645 -0.0173343 -0.00347822 -0.00777586 0.00405909 -0.00965557 -0.00981174 -0.013951 -0.00743583 -0.0106427 -0.0179049 0.00581857 0.0111637 -0.00879029 -0.00071941 -0.002244 -0.00491922
internal_weight=1.32574e+06 772907 552828 421750 132940 314789 131078 639967 106961 79887 53053 70380 72289 97278 217511 58789 22682 46293 51205 32033 38347 36581 39539 165041 26289 637677 24212 33594 30371 37376
internal_count=1325735 772907 552828 421750 132940 314789 131078 639967 106961 79887 53053 70380 72289 97278 217511 58789 22682 46293 51205 32033 38347 36581 39539 165041 26289 637677 24212 33594 30371 37376
cat_boundaries=0 1
cat_threshold=274
is_linear=0
shrinkage=0.05


Tree=10
num_leaves=31
num_cat=1
split_feature=56 111 57 60 57 88 91 58 57 118 52 63 91 57 88 91 118 96 64 52 115 136 88 63 58 57 91 88 88 81
split_gain=55294.3 5452.99 2590.96 752.246 519.232 459.02 351.252 201.619 189.426 164.948 135.425 131.152 116.105 114.547 86.78 82.388 73.8808 70.3032 66.3949 62.2391 56.4022 52.6999 47.6518 46.1856 44.6981 40.3619 37.7039 37.1443 36.8445 34.7523
threshold=204.81098937988284 0.99999997019767772 242.51918029785159 0.39890909194946295 218.62500000000003 -0.7756860852241515 -0.63588503003120411 199.64728546142581 200.5988464355469 0.49240480363368994 1.7050000429153445 0.39460948109626776 -0.63588503003120411 207.14603424072268 -0.78689834475517262 -0.18370457738637921 0.53727915883064281 -0.55047658085823048 1.0000000180025095e-35 0.22500000149011615 -0.46173103153705591 0 -0.94050481915473927 0.36520761251449591 212.43647003173831 211.65531921386722 -0.74646547436714161 1.0000000180025095e-35 -0.78331020474433888 252.24450683593753
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 4 6 10 7 9 11 15 24 19 20 25 18 28 -13 -1 -12 -7 -6 -5 23 -9 -21 -4 -3 -2 -11 -17 -8 -15
right_child=2 8 3 5 12 17 13 21 -10 26 16 14 -14 29 -16 27 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018621476164040051 -0.0046334786620645376 0.010615500026008223 -0.005978312833810848 -0.0099217908403736472 -0.011975272714661938 -0.011275566540093226 -0.0040456084250222154 -0.0064165229542309729 -0.0046323467589192025 -0.014671389654264684 -0.013654246232011195 -0.012333772149546608 -0.0021883650460304441 -0.01154228686282238 -0.0079929882770618868 0.0043531278518286675 -0.0094237914429954744 -0.0047994732599831863 -0.0059275064412189849 -0.017431785048286002 -0.0011708230924842575 -0.00046638742521562071 -0.0157336765934077 -0.010012786643615105 -0.0024827333496488199 -0.0081085579020668454 -0.012077686104249535 0.0085741369707580482 -0.00069250951799208586 -0.005480771951022762
leaf_weight=28297 17238 637309 15133 3266 6138 43368 12694 4132 2047 72450 19919 26106 18223 2558 20599 13983 21417 4639 17412 127948 3532 36692 61014 13353 652 16216 17371 8309 23103 31279
leaf_count=28297 17238 637309 15133 3266 6138 43368 12694 4132 2047 72450 19919 26106 18223 2558 20599 13983 21417 4639 17412 127948 3532 36692 61014 13353 652 16216 17371 8309 23103 31279
internal_value=2.71627e-06 0.0086379 -0.0120664 -0.0141515 -0.000566739 -0.0151694 -0.00645094 0.00154366 0.0105534 -0.0159387 -0.00957159 -0.00870761 -0.00518499 -0.00385318 -0.0104193 0.00365308 -0.0114624 -0.0106498 -0.00750378 -0.0167652 -0.00713055 -0.00107032 -0.0168835 -0.0078695 0.0106021 -0.00631794 -0.0141698 0.00592644 -0.00188155 -0.00593901
internal_weight=1.3264e+06 773194 553203 403410 133186 330056 149793 91413 640008 282049 73354 80159 41773 69634 46705 50589 41336 48007 23550 192228 32018 40824 188962 28486 637961 33454 89821 22292 35797 33837
internal_count=1326397 773194 553203 403410 133186 330056 149793 91413 640008 282049 73354 80159 41773 69634 46705 50589 41336 48007 23550 192228 32018 40824 188962 28486 637961 33454 89821 22292 35797 33837
cat_boundaries=0 1
cat_threshold=6272
is_linear=0
shrinkage=0.05


Tree=11
num_leaves=31
num_cat=0
split_feature=56 111 89 61 59 90 88 109 90 58 58 93 52 76 60 56 112 89 91 16 89 113 91 88 83 102 93 52 102 60
split_gain=49913.1 5110.32 2267.66 834.579 482.453 298.069 281.576 182.559 174.212 150.38 133.346 119.776 94.7692 78.9149 77.4044 73.7318 66.8711 62.2772 52.3292 50.7908 49.6877 44.6744 38.8904 37.6645 37.2967 36.539 36.1661 35.9105 33.8725 30.9409
threshold=206.22483062744143 0.99450093507766735 -0.71342059969902027 0.42266841232776647 208.63437652587893 -0.500728279352188 -0.88486352562904347 0.98211839795112621 -0.71566444635391224 236.42914581298831 197.47305297851565 -0.83345746994018544 2.1550000905990605 0.80500000715255748 0.57505312561988842 227.74961853027347 -0.59480014443397511 1.0000000180025095e-35 -0.32703997194766993 10.405000209808351 -0.42864811420440668 -0.84335932135581959 -0.74646547436714161 -0.86423572897911061 329.54809570312506 0.90995347499847423 -0.49245555698871607 4.5650000572204599 0.41129003465175634 0.32425150275230413
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 10 11 14 26 13 23 17 -4 24 -6 27 -8 19 -1 -7 -13 -10 -14 -17 29 -11 -9 -3 -5 -16 -2
right_child=2 7 5 6 8 18 15 25 20 12 -12 16 21 -15 28 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00293662188611514 -0.0054869875539214335 0.0031233472651757232 -0.005137313825530055 -0.012983340602302796 -0.011882277684033478 -0.0041471864932707009 -0.0085385453005146737 -0.0011375424379587238 -0.0034698646265329232 -0.0091165646286257267 -0.00019319811175625432 -0.0080906959237030517 -0.014406025552273931 -0.0053894014538444918 -0.01677891322986283 -0.013496259304760559 -0.0059789825583541657 0.007403525132037474 -0.00077178778224488314 -0.011441040203945773 9.6167122525845091e-05 -0.010823608140618512 -0.010966363316031669 -0.0049069390081328754 -0.002282055523966322 0.010093670616400052 -0.0073191302463594052 -0.015345613717082993 -0.015123164298697828 -0.010027168565985074
leaf_weight=29918 6038 1820 29191 30367 6177 31718 10696 725 19139 25737 32654 20254 16303 19307 107552 68467 13681 10556 17998 25623 19951 18667 19522 16610 2164 636577 1523 34214 43334 9914
leaf_count=29918 6038 1820 29191 30367 6177 31718 10696 725 19139 25737 32654 20254 16303 19307 107552 68467 13681 10556 17998 25623 19951 18667 19522 16610 2164 636577 1523 34214 43334 9914
internal_value=2.57794e-06 0.00814145 -0.0115563 -0.0134264 -0.000597234 -0.00602474 -0.0146703 0.0100198 -0.00374673 -0.00933138 0.00218385 -0.00776104 -0.0107598 -0.00696319 -0.0156834 -0.0124584 -0.009047 0.00410163 -0.00292524 -0.00996191 -0.00164981 -0.0124937 -0.012935 -0.00657343 -0.00858648 0.0100809 -0.00163402 -0.0142348 -0.0163034 -0.00830866
internal_weight=1.3264e+06 778347 548050 409585 137702 138465 314152 640645 64574 95433 73128 88749 62871 25484 215467 98685 59558 40474 49716 45877 39090 34970 87989 32562 27901 637302 3343 64581 150886 15952
internal_count=1326397 778347 548050 409585 137702 138465 314152 640645 64574 95433 73128 88749 62871 25484 215467 98685 59558 40474 49716 45877 39090 34970 87989 32562 27901 637302 3343 64581 150886 15952
is_linear=0
shrinkage=0.05


Tree=12
num_leaves=31
num_cat=4
split_feature=57 99 56 112 92 90 52 60 88 58 81 100 92 62 90 91 62 88 52 52 60 136 136 136 136 91 91 58 80 91
split_gain=45163.7 3598.87 3044.21 731.012 429.581 323.405 298.748 183.005 177.064 130.714 124.845 109.872 109.005 99.5412 93.984 85.4815 67.1378 61.9464 49.2757 46.9283 44.9264 44.5362 42.2124 42.05 37.957 36.4429 34.0951 32.7444 30.4333 30.433
threshold=198.41265106201175 -0.082288734614849077 236.36216735839847 -0.77159520983695973 -0.65602219104766835 -0.63245335221290577 2.6350001096725468 0.38692386448383337 -0.17111548036336896 198.21878051757815 245.0461120605469 0.37979567050933843 -0.81813064217567433 0.46001029014587408 -0.71566444635391224 -0.38229195773601526 0.39443564414978033 -0.1104457378387451 3.0449999570846562 1.4450000524520876 0.44482974708080297 0 1 2 3 -0.7135576307773589 -0.82084414362907399 188.53993225097659 263.68115234375006 -0.58449915051460255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 1 2 2 2 2 2
left_child=1 4 5 6 9 12 13 19 -3 17 18 -8 29 25 -9 23 -14 -1 -6 -5 -19 -16 -11 -7 -12 -4 -13 -10 -18 -2
right_child=2 8 3 7 10 15 11 14 27 22 24 26 16 -15 21 -17 28 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021546056458115041 -0.0057842611869449497 -0.00052039612197373787 -0.010186002339064058 -0.0039986397432702448 -0.0059584588130350228 -0.0073447402696552744 -0.015644852399381983 -0.011769560962495098 0.0095821421322087545 -0.005513054277169166 -0.00084412315956468016 -0.014065615181052852 -0.0059885639434719088 -0.013272214513463346 -0.0035107717986550195 -0.00032297898232148752 -0.012146563378885269 0.0031321973636012634 -0.01269132244760874 -0.007754251275687781 0.0085550861035476444 -0.0090654435014618263 0.0001573674384953233 -0.0030535324945250328 -0.0046592540886591241 -0.0067170866568277872 -0.01202892284949837 0.0026740360891325996 -0.0087034783449984453 -0.0024531749632275674
leaf_weight=22084 17597 4383 23290 13330 5485 6637 144331 56420 638119 3726 11979 75604 17469 23598 4476 32337 10025 6609 5386 22122 9048 19588 27015 41175 14337 11218 28218 1720 17837 11234
leaf_count=22084 17597 4383 23290 13330 5485 6637 144331 56420 638119 3726 11979 75604 17469 23598 4476 32337 10025 6609 5386 22122 9048 19588 27015 41175 14337 11218 28218 1720 17837 11234
internal_value=2.44896e-06 0.00809212 -0.0105202 -0.0127168 -0.000460481 -0.00451035 -0.0139969 -0.00933527 0.00949497 0.00188875 -0.00478673 -0.0147525 -0.00688994 -0.0107697 -0.0106537 -0.00230851 -0.00841869 0.00386024 -0.00929423 -0.00634214 0.00626602 -0.00803748 -0.000531665 -0.00365139 -0.0029247 -0.00905831 -0.0135121 0.00956357 -0.00994233 -0.0044863
internal_weight=1.3264e+06 749891 576506 422195 105669 154311 306259 115936 644222 68482 37187 248153 74162 58106 80484 80149 45331 37741 10871 35452 15657 24064 30741 47812 26316 34508 103822 639839 27862 28831
internal_count=1326397 749891 576506 422195 105669 154311 306259 115936 644222 68482 37187 248153 74162 58106 80484 80149 45331 37741 10871 35452 15657 24064 30741 47812 26316 34508 103822 639839 27862 28831
cat_boundaries=0 1 2 3 4
cat_threshold=48 6288 6272 818
is_linear=0
shrinkage=0.05


Tree=13
num_leaves=31
num_cat=4
split_feature=57 71 56 113 56 90 52 60 88 58 81 56 62 100 100 62 136 92 59 91 136 52 116 90 136 136 91 91 70 108
split_gain=40760.3 3245.09 2748.91 617.372 385.507 331.469 244.284 188.386 166.128 135.835 108.795 105.683 99.6067 90.6915 89.4282 78.9093 66.6713 55.2251 49.0128 48.6149 45.8794 45.6728 40.5468 37.0097 36.6486 33.0442 32.1431 31.3239 31.2512 30.6968
threshold=198.41265106201175 188.35203552246097 239.85744476318362 -0.79332312941551197 229.4740905761719 -0.68798759579658497 1.9249999523162844 0.38692386448383337 -0.095451753586530672 199.64728546142581 239.24091339111331 209.95877075195315 0.39443564414978033 0.73613288998603832 0.38326637446880346 0.47413305938243872 0 -0.80209156870841969 202.77302551269534 -0.04134401120245456 1 1.4450000524520876 0.9170251488685609 -0.79205992817878712 2 3 -0.79075658321380604 -0.61493462324142445 239.47212219238284 0.90148788690567028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 1 1 2 2 2 2
left_child=1 8 5 6 9 12 15 21 -1 16 -6 18 27 23 -8 26 -3 -14 -7 -18 -13 29 -15 -9 -11 -16 -4 -2 -10 -5
right_child=2 4 3 7 10 11 14 13 28 24 -12 20 17 22 25 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00017336406431625758 -0.0062081188198373494 -0.0013128727395672877 -0.0095671242836945468 -0.0049479660621402936 -0.010367462768467839 0.00060376843269871396 -0.014816099976059699 -0.012230210759127627 0.0091027096099885203 -0.0053636565726786637 -0.0034977987927831966 -0.0019502245147438885 -0.0057998120641270219 -0.0083814859165755404 -0.012270791748165996 -0.012762832221836294 0.0029113169921540245 -0.0098891924753996448 -0.0024189814411364227 0.006947913681915982 -0.005777297933022018 -0.0076060566567980221 -0.001639118727752096 -0.0098822313470206865 -0.00038991996144654929 -0.01437917780451925 -0.0059207653669140292 -0.0030153992889692498 0.0011827985064743328 0.0016776228247693922
leaf_weight=5270 19745 6831 15776 11612 8086 23759 149135 43713 638412 4230 20065 11444 11648 17568 69392 14746 25961 28349 30789 10466 25037 22789 2554 27242 29322 26778 9797 12575 1248 2058
leaf_count=5270 19745 6831 15776 11612 8086 23759 149135 43713 638412 4230 20065 11444 11648 17568 69392 14746 25961 28349 30789 10466 25037 22789 2554 27242 29322 26778 9797 12575 1248 2058
internal_value=2.31399e-06 0.00768751 -0.00999421 -0.0121651 -0.000465673 -0.00450319 -0.0134567 -0.00927268 0.00901442 0.0013688 -0.00547102 -0.00249563 -0.0070302 -0.0104885 -0.0140495 -0.00984988 0.00322059 -0.00869828 -0.00110239 0.00406997 -0.00457887 -0.00623543 -0.00752571 -0.0113287 -0.00101869 -0.0128606 -0.00817021 -0.0049659 0.00908726 -0.00395049
internal_weight=1.3264e+06 749891 576506 413160 104961 163346 285624 127536 644930 76810 28151 91029 72317 91077 245305 40319 43258 39997 54548 36427 36481 36459 20122 70955 33552 96170 25573 32320 639660 13670
internal_count=1326397 749891 576506 413160 104961 163346 285624 127536 644930 76810 28151 91029 72317 91077 245305 40319 43258 39997 54548 36427 36481 36459 20122 70955 33552 96170 25573 32320 639660 13670
cat_boundaries=0 1 2 3 4
cat_threshold=6352 306 6272 1811
is_linear=0
shrinkage=0.05


Tree=14
num_leaves=31
num_cat=1
split_feature=58 111 88 60 92 89 89 89 92 88 82 89 60 59 61 91 96 61 88 136 88 57 91 91 52 112 89 56 99 91
split_gain=36798 3070.4 2463.75 643.852 399.7 345.579 182.672 138.513 109.254 108.566 99.495 92.9593 72.1489 63.3716 63.0159 49.6017 48.8281 43.4599 37.5363 35.5127 34.5602 34.0671 33.581 33.2749 29.8043 28.756 28.7511 27.8549 27.5329 27.058
threshold=199.64728546142581 0.99450093507766735 -0.71976360678672779 0.43592186272144323 -0.81813064217567433 -0.55784058570861805 -0.87958157062530506 -0.64228546619415272 -0.81813064217567433 -0.32872042059898371 236.5353927612305 -0.12691263109445569 0.32845993340015417 209.34641265869143 0.39830349385738378 -0.89866673946380604 -0.60498657822608937 0.412415161728859 -0.7387891113758086 0 -0.059608366340398782 215.34795379638675 -0.84428656101226796 -0.75090360641479481 1.0950000286102297 -0.38266885280609125 -0.52405941486358631 250.87845611572268 -0.75489228963851918 -0.42341330647468561
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 11 8 15 12 28 -3 18 19 24 -7 -10 27 21 -13 -6 -1 -19 -12 -14 -8 -2 -15 -11 -5 -4 -9
right_child=2 9 5 6 10 13 23 29 14 26 16 17 22 25 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0045462183146184453 -0.0048158377928007069 -0.0021758738236112604 -0.0049969084785720279 -0.01142268295104249 -0.0097023523318765081 -0.00011795981279695185 -0.011534070595561701 -0.0062669836220619439 -0.0053800997704087933 -0.0023284145569921859 -0.0014896116189567943 0.002181442355816886 -0.011504483076951236 -0.0037330839290152318 -0.0088649608126270835 -0.012347426971455341 0.0013244266854294789 0.004254514090087487 -0.0039640510515380097 0.0012954588866541964 0.0092037942126382746 -0.0047820229551369144 -0.0088638745745157742 -0.0094019703592850175 -0.0084077439793026742 -0.00016136221116467767 0.008649334406546463 -0.014256908398790008 -0.0017780026821410855 -0.0028560073072252598
leaf_weight=2789 8479 2329 23553 9223 7588 32435 69267 20454 19512 597 14984 9180 30984 32215 38705 55919 7292 7446 4564 36981 6702 16518 19692 24870 18111 6830 637455 144347 9253 8123
leaf_count=2789 8479 2329 23553 9223 7588 32435 69267 20454 19512 597 14984 9180 30984 32215 38705 55919 7292 7446 4564 36981 6702 16518 19692 24870 18111 6830 637455 144347 9253 8123
internal_value=2.18245e-06 0.00725363 -0.0095624 -0.0116297 -0.000304982 -0.00435332 -0.0128003 -0.00827162 -0.00639661 0.00859973 -0.00359921 0.00235481 -0.00937163 -0.00175139 -0.00769698 -0.0136224 -0.00236253 0.00486062 -0.00754718 0.000884975 0.00659902 -0.00321598 -0.0104784 -0.0109708 -0.00726236 -0.0031083 0.00863906 -0.0140867 -0.00408901 -0.00529742
internal_weight=1.3264e+06 754425 571972 409469 114044 162503 303626 105843 91023 640381 50946 63098 77266 71480 58217 209489 38794 23328 12152 39770 14148 31502 50676 94137 26590 39045 638052 153570 32806 28577
internal_count=1326397 754425 571972 409469 114044 162503 303626 105843 91023 640381 50946 63098 77266 71480 58217 209489 38794 23328 12152 39770 14148 31502 50676 94137 26590 39045 638052 153570 32806 28577
cat_boundaries=0 1
cat_threshold=6288
is_linear=0
shrinkage=0.05


Tree=15
num_leaves=31
num_cat=4
split_feature=56 99 58 112 89 93 52 52 136 58 88 61 60 89 88 61 136 90 136 91 62 81 91 88 136 112 60 112 91 56
split_gain=33205 2541.1 2127.25 577.237 343.591 338.108 201.334 182.458 120.48 118.653 109.291 99.0877 94.8052 80.9413 75.4846 73.9114 70.766 70.3247 58.4613 45.1834 38.234 38.1367 34.7705 29.2045 27.9828 27.7583 27.1641 25.6598 25.3943 25.2902
threshold=197.32001495361331 -0.082288734614849077 238.97511291503909 -0.80382624268531788 -0.54945462942123402 -0.63398799300193776 3.5049999952316289 3.1250000000000004 0 188.53993225097659 -0.67665696144103993 0.42496696114540106 0.36132037639617925 -0.74119642376899708 -0.91837146878242482 0.40236863493919378 1 -0.15599663555622098 2 -0.29406672716140742 0.36877571046352392 259.00880432128912 -0.37150692939758295 -0.46393842995166773 3 -0.68832838535308827 0.44257080554962164 -0.16504132002592084 -0.85788014531135548 180.90686035156253
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 1 2 2 2 2 2
left_child=1 5 4 6 10 8 15 16 -1 -3 12 22 -2 24 -8 -4 -5 27 -6 -20 -18 -14 -7 -15 -9 -13 -19 -10 -17 -28
right_child=2 9 3 7 18 11 14 13 17 -11 -12 25 21 23 -16 28 20 26 19 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0028328031485143541 -0.0047081090047598351 0.0082017237998998471 -0.0077968296392856851 -0.0027986827497128385 -0.0056851777708249347 -0.0040138462399738209 -0.013588766094907829 -0.0091396940302158943 0.00062451599747323093 -0.00010408695104078305 -0.0037525134433991376 -0.010423341687050185 -0.012180597010465352 -0.0078676448966053178 -0.011586596674499905 -0.011926364615340773 -0.0049681157800973361 0.0030395054045620176 -0.0021215798058949378 0.0006169629873036146 -0.0086353736248381292 -0.0081402543992299889 -0.00019495773220067029 -0.0026561918564839047 -0.011361944810372475 -0.0039623144394599795 0.009313166396121177 0.0041759897199276632 -0.0088810044077060127 0.0046168539067973999
leaf_weight=11708 21034 639158 27696 15207 8000 17924 142998 23681 26696 4329 29988 6718 7072 27043 70179 28675 12688 9915 42976 23189 16159 33538 8930 2985 38129 2209 4948 6283 8992 6815
leaf_count=11708 21034 639158 27696 15207 8000 17924 142998 23681 26696 4329 29988 6718 7072 27043 70179 28675 12688 9915 42976 23189 16159 33538 8930 2985 38129 2209 4948 6283 8992 6815
internal_value=2.83356e-06 0.0069829 -0.00896702 -0.0108819 -0.00418052 -0.000343281 -0.0121853 -0.00821032 0.00176896 0.00814585 -0.00622828 -0.00426097 -0.00743267 -0.00947925 -0.0129296 -0.00975762 -0.00556503 0.00275471 -0.00165049 -0.00116162 -0.00701994 -0.00884386 -0.00274392 -0.00734959 -0.0105139 -0.00882455 0.00496734 0.00130113 -0.0111994 0.00659232
internal_weight=1.32586e+06 745633 580229 414432 165797 102146 278540 135892 66365 643487 91632 35781 61644 91838 213177 65363 44054 54657 74165 66165 28847 40610 26854 30028 61810 8927 21678 32979 37667 11763
internal_count=1325862 745633 580229 414432 165797 102146 278540 135892 66365 643487 91632 35781 61644 91838 213177 65363 44054 54657 74165 66165 28847 40610 26854 30028 61810 8927 21678 32979 37667 11763
cat_boundaries=0 1 2 3 4
cat_threshold=6352 306 6272 1296
is_linear=0
shrinkage=0.05


Tree=16
num_leaves=31
num_cat=4
split_feature=57 98 56 112 92 91 52 52 88 81 136 136 91 108 91 88 112 102 80 112 136 92 91 60 136 62 61 98 91 92
split_gain=30029.5 2458.64 1951.98 513.207 302.465 223.087 180.614 179.214 134.937 109.151 86.5459 80.8421 77.4641 71.0485 65.7204 61.6728 58.0708 58.0204 46.5389 45.8496 44.2273 41.6925 40.7342 36.9009 32.6811 30.6726 29.9019 28.9861 28.3034 27.5813
threshold=199.90299224853518 -0.086862064898014055 238.10096740722659 -0.81408452987670887 -0.81813064217567433 -0.56835609674453724 2.2350000143051152 2.435000061988831 -0.12659114599227902 241.31137847900393 0 1 -0.74646547436714161 0.90148788690567028 -0.79417312145233143 -0.17111548036336896 -0.28400452435016627 0.38542862236499792 258.30914306640631 -0.78257837891578663 2 -0.85885685682296742 -0.27129027247428888 0.46045988798141485 3 0.41668458282947546 0.35668376088142401 -0.56480997800827015 -0.51784563064575184 -0.33272537589073176
decision_type=2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2
left_child=1 4 5 6 11 10 14 13 29 19 26 -1 24 20 25 -13 21 -8 -12 -6 -5 -7 -11 -17 -9 -4 -2 -14 -10 -3
right_child=2 8 3 7 9 16 17 12 28 22 18 15 27 -15 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021890797658587553 -0.005277704674000027 0.0022456203281193371 -0.0081406373308017376 -0.0029440938216522263 -0.010391259012257802 -0.00094980774318354118 -0.012879507238967001 -0.0088228025504430551 -0.00017935905303968758 -0.0031476072147948418 -0.0073035829123753535 0.0010662674133492824 -0.0077450438506868257 0.0013582471226739276 -0.0057904557991871868 0.0025738680285882672 0.0018699923345490725 -0.011235201123377624 -0.0036764877365175913 -0.004064525410472271 -0.0069413444131615947 -0.0036479635039338232 0.00042683153598746147 0.0064014049959986927 -0.010991435748871911 -0.011321419524873463 -0.0087446278631917538 -0.0037892443440408876 0.0078045325598239792 -0.0055332830829872143
leaf_weight=9908 8878 3388 12847 9824 6413 28986 143032 32975 1112 24739 10938 26741 29248 3892 13018 12424 9870 85848 46191 5174 23826 28292 11759 12769 38643 18484 20769 5502 638655 1717
leaf_count=9908 8878 3388 12847 9824 6413 28986 143032 32975 1112 24739 10938 26741 29248 3892 13018 12424 9870 85848 46191 5174 23826 28292 11759 12769 38643 18484 20769 5502 638655 1717
internal_value=2.68e-06 0.00654785 -0.00864836 -0.0104241 -0.000363873 -0.00383606 -0.0116969 -0.00800756 0.00772605 -0.00333822 -0.00551051 0.00194882 -0.0090558 -0.00503755 -0.00877648 0.00273815 -0.00167216 -0.0122628 -0.00437017 -0.00756615 -0.0057773 -0.00228254 -0.00199599 0.00451384 -0.0099957 -0.0100172 -0.00770384 -0.00711872 0.00779066 -0.000370712
internal_weight=1.32586e+06 754799 571063 417139 109927 153924 273229 143910 644872 48085 86776 61842 106368 37542 44349 51934 67148 228880 57129 11587 33650 57278 36498 25193 71618 31331 29647 34750 639767 5105
internal_count=1325862 754799 571063 417139 109927 153924 273229 143910 644872 48085 86776 61842 106368 37542 44349 51934 67148 228880 57129 11587 33650 57278 36498 25193 71618 31331 29647 34750 639767 5105
cat_boundaries=0 1 2 3 4
cat_threshold=6336 6352 306 1298
is_linear=0
shrinkage=0.05


Tree=17
num_leaves=31
num_cat=7
split_feature=58 111 56 112 92 89 52 89 91 92 91 24 24 52 72 136 136 136 136 82 112 112 136 52 29 136 57 116 136 52
split_gain=27155 2191.89 1830.32 461.848 291.734 233.26 178.001 145.387 89.8732 87.2298 82.8593 72.8234 72.0074 71.1434 62.5506 50.6025 50.0656 49.4537 41.2846 36.7707 32.249 31.6112 30.7889 29.8998 29.5294 29.5081 28.0657 28.023 26.3294 25.085
threshold=199.64728546142581 0.99450093507766735 238.10096740722659 -0.78257837891578663 -0.81813064217567433 -0.52405941486358631 2.2350000143051152 -0.5898037552833556 -0.72803246974945057 0.88610440492630016 -0.61493462324142445 290.50000000000006 186.50000000000003 1.7749999761581423 0.61312973499298107 0 1 2 3 244.99507141113284 -0.16504132002592084 -0.43049471080303187 4 0.86500000953674328 1017.7500000000001 5 185.97919464111331 0.9170251488685609 6 6.5250000953674325
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 1 2 2 2 1 2 2 1 2 2 1 2
left_child=1 4 5 6 12 10 14 13 19 -3 17 -8 -1 25 23 26 -7 -2 -15 -6 -18 29 -12 -4 -19 -5 -14 -9 -13 -10
right_child=2 9 3 7 8 16 11 27 21 -11 22 28 15 18 -16 -17 20 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0055826179454494251 -0.0081746373298156507 -0.0008732623537201019 -0.0031841022941825423 -0.0021010145990593937 -0.00809135439924198 -0.0051853617150418481 -0.012350381347413923 -0.0044798482054114941 -0.0013735352260461431 0.0074142563018432016 -0.00093558250082662303 -0.0095641381258755251 0.0047851292088348261 -0.0075221448754747402 -0.0094359789669306304 -0.00053444644770588967 -0.0012734306480184443 -0.004344136908588335 -0.0098236020299853934 -0.0038422699252207287 0.0023465596249317914 0.0024377081589237342 -0.0042571431217417804 -0.0076727215479234952 -0.0077261409705693014 -0.0066348116509507837 0.0015272762835483904 0.00060160846743777892 -0.011186770472178639 -0.0069430178219516206
leaf_weight=12107 23213 3191 7108 5198 7949 7467 132753 20206 21369 636764 10062 39449 10093 35281 32829 21736 51233 26005 44990 14164 6992 5108 22895 7761 8585 11816 19161 3134 75010 2233
leaf_count=12107 23213 3191 7108 5198 7949 7467 132753 20206 21369 636764 10062 39449 10093 35281 32829 21736 51233 26005 44990 14164 6992 5108 22895 7761 8585 11816 19161 3134 75010 2233
internal_value=2.53375e-06 0.00623542 -0.00821237 -0.00994788 -0.000154635 -0.00360287 -0.011014 -0.00734148 -0.00297391 0.00737293 -0.00524538 -0.0115535 0.00211622 -0.00819172 -0.00821742 0.00129316 -0.00133358 -0.00638614 -0.00881422 -0.0053697 -0.000838577 -0.00112863 -0.00324462 -0.00552697 -0.00518203 -0.00525481 0.00265037 -0.00379753 -0.0106293 -0.00190047
internal_weight=1.32586e+06 753875 571987 415535 113920 156452 294910 120625 50823 639955 90760 247212 63097 97285 47698 50990 65692 57803 80271 22113 58225 28710 32957 14869 34590 17014 29254 23340 114459 23602
internal_count=1325862 753875 571987 415535 113920 156452 294910 120625 50823 639955 90760 247212 63097 97285 47698 50990 65692 57803 80271 22113 58225 28710 32957 14869 34590 17014 29254 23340 114459 23602
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=802 6272 6340 1328 290 4402 1298
is_linear=0
shrinkage=0.05


Tree=18
num_leaves=31
num_cat=6
split_feature=57 96 56 118 56 91 52 91 52 136 81 90 91 89 136 108 136 24 117 4 56 56 62 63 12 112 58 136 136 136
split_gain=24512 1988.67 1587.14 423.528 259.617 192.589 165.418 133.813 123.087 92.9279 87.462 81.7007 78.0352 60.6264 59.28 54.6048 51.082 46.8212 46.7812 43.8958 41.1598 35.6603 33.2989 29.5224 27.1387 26.66 25.1622 24.9599 23.9912 23.9883
threshold=199.90299224853518 -0.25445972383022303 239.85744476318362 0.608738273382187 225.18972015380862 -0.56835609674453724 3.4150000810623173 -0.29406672716140742 2.1950000524520878 0 245.0461120605469 -0.68237218260765065 -0.7676369547843932 -0.91442278027534474 1 0.90148788690567028 2 197.50000000000003 0.41467745602130895 7.6499998569488534 192.81343078613284 211.52091979980472 0.40642708539962774 0.34070244431495672 2.4150000810623173 -0.59480014443397511 176.98012542724612 3 4 5
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 1 1 1
left_child=1 4 5 6 9 11 12 25 15 20 -6 18 22 28 19 23 -7 -11 24 -10 -1 -18 -4 -5 -2 -3 -9 -20 -8 -13
right_child=2 7 3 8 10 16 13 26 14 17 -12 29 -14 -15 -16 -17 21 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0048468383161235189 -0.0072278519556418595 -0.0039614638035923638 -0.0076194482637321316 -0.0027233190813039914 -0.0081732447599237798 0.0012090527562430111 -0.010322143502873497 0.0070492814769697711 -0.0076907258122392358 0.0028545094195601365 -0.0024799910387434511 -0.0069019929830701904 -0.0054969296500601414 -0.0099303172347853172 -0.0090386685436897908 0.0019038884855649603 -0.0012759617263416205 -0.0012140891620487442 -0.0028589616941001013 -0.0043153822777974287 0.0012189914051531671 -0.0039323325452674763 -0.010277640833135468 -0.0062541374493318425 -0.012382341108922413 0.0026994579810719326 0.0033157620529801531 -0.006086343170898091 -0.011960995621476268 -0.0028437130476710315
leaf_weight=17789 24934 2861 18611 10056 9557 13420 28715 638191 25234 9015 22934 4094 18347 76270 45285 3466 35082 32795 10184 15579 13949 19745 32105 14395 2845 3163 4545 14779 124567 33350
leaf_count=17789 24934 2861 18611 10056 9557 13420 28715 638191 25234 9015 22934 4094 18347 76270 45285 3466 35082 32795 10184 15579 13949 19745 32105 14395 2845 3163 4545 14779 124567 33350
internal_value=2.38231e-06 0.00591577 -0.0078136 -0.00944695 -0.000432354 -0.00355964 -0.0104368 0.00695336 -0.00685453 0.00121202 -0.00415462 -0.00507611 -0.00829129 -0.0110823 -0.00779 -0.00396945 -0.00155567 -0.000336744 -0.00634413 -0.00640073 0.00325136 -0.0022322 -0.00930218 -0.00480201 -0.00775575 -0.000464038 0.00702288 -0.00477327 -0.0116554 -0.00329003
internal_weight=1.32586e+06 754799 571063 412630 106039 158433 298615 648760 114015 73548 32491 90186 69063 229552 86098 27917 68247 41810 52742 40813 31738 54827 50716 24451 27779 6024 642736 24963 153282 37444
internal_count=1325862 754799 571063 412630 106039 158433 298615 648760 114015 73548 32491 90186 69063 229552 86098 27917 68247 41810 52742 40813 31738 54827 50716 24451 27779 6024 642736 24963 153282 37444
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=770 1296 34 786 1296 128
is_linear=0
shrinkage=0.05


Tree=19
num_leaves=31
num_cat=3
split_feature=58 99 88 60 92 89 89 88 89 92 82 57 61 61 52 112 52 112 56 16 136 99 112 136 88 136 99 90 52 31
split_gain=22195 1756.21 1516.32 429.142 222.924 202.02 145.903 79.7678 74.1519 69.7052 69.2881 57.1789 46.8156 45.3672 44.3203 40.98 40.1136 34.4725 32.8129 28.9244 28.1808 27.6262 27.5226 26.2907 25.8657 25.8334 24.5428 24.2393 23.235 21.5282
threshold=199.64728546142581 -0.082288734614849077 -0.70936539769172657 0.39890909194946295 -0.81813064217567433 -0.51474305987358082 -0.8772357404232024 -0.17111548036336896 -0.5898037552833556 -0.81813064217567433 244.99507141113284 192.29382324218753 0.30571101605892187 0.37239046394824987 6.5250000953674325 -0.33379416167736048 2.9450000524520878 -0.39873388409614557 246.78266906738284 10.405000209808351 0 -0.80899557471275318 -0.78257837891578663 1 -0.96297889947891224 2 -0.790684014558792 -0.75680804252624501 0.14500000327825549 1017.9500122070314
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 1 2 2 2 2
left_child=1 4 3 8 11 9 14 -3 12 23 22 16 -2 -11 25 20 -1 19 -8 -12 -7 -14 -6 -4 -16 -5 -20 -15 -27 -22
right_child=2 7 5 6 10 15 18 -9 -10 13 17 -13 21 27 24 -17 -18 -19 26 -21 29 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0011584305590974244 -0.0042229586855507253 0.00023884198173150463 -0.0056781915369002412 -0.0071127044224403918 -0.008005468548046955 -0.0040376134971248472 -0.0063523359960376367 0.0066813391598611578 -0.0033222814232837143 -0.0035856876729411778 -0.0014518707971900445 0.00040121473026559463 -0.0083144487826392593 -0.0078099679978901413 -0.011638033865941999 0.0015056389837021086 0.0050350913501954865 0.0023010738912540921 -0.0092781198399755262 -0.0051423960565227999 -0.00060414066736610701 -0.0057040270775295075 -0.0032108426611617523 -0.0023266910375436991 -0.010351043292511493 -0.0045019659636777653 -0.0075018105313352764 -0.0053699736837265425 -0.010069988224504701 -0.0036317146275533321
leaf_weight=11059 14528 4841 7361 10093 6998 10349 18167 639367 22146 16319 25962 32044 31516 22418 79240 12302 16825 4875 58461 6674 34379 14940 5230 28758 76955 1937 29138 18643 57256 7081
leaf_count=11059 14528 4841 7361 10093 6998 10349 18167 639367 22146 16319 25962 32044 31516 22418 79240 12302 16825 4875 58461 6674 34379 14940 5230 28758 76955 1937 29138 18643 57256 7081
internal_value=2.24487e-06 0.00563722 -0.00742461 -0.0090123 -0.000211805 -0.00325036 -0.00981838 0.00663293 -0.00580035 -0.00473266 -0.00268624 0.00184193 -0.00670024 -0.00581581 -0.0105371 -0.00108857 0.00349758 -0.00162075 -0.00828621 -0.00220658 -0.00170456 -0.00747495 -0.00595477 -0.00301194 -0.011004 -0.00948456 -0.00868727 -0.00670213 -0.00988611 -0.00112095
internal_weight=1.32586e+06 753875 571987 414377 109667 157610 331247 644208 83130 93499 49739 59928 60984 57380 225481 64111 27884 37511 105766 32636 51809 46456 12228 36119 156195 69286 87599 41061 59193 41460
internal_count=1325862 753875 571987 414377 109667 157610 331247 644208 83130 93499 49739 59928 60984 57380 225481 64111 27884 37511 105766 32636 51809 46456 12228 36119 156195 69286 87599 41061 59193 41460
cat_boundaries=0 1 2 3
cat_threshold=7296 6288 1298
is_linear=0
shrinkage=0.05


Tree=20
num_leaves=31
num_cat=3
split_feature=57 96 88 60 88 91 91 98 136 105 91 94 88 112 112 16 88 61 60 136 94 52 91 91 28 63 60 52 28 136
split_gain=20026.4 1858.53 1148.33 361.924 227.88 163.656 116.341 97.7975 76.4961 75.5994 75.5051 62.2686 47.9592 46.5204 46.0116 38.7748 37.5337 30.6004 28.9579 28.3967 27.8821 27.3849 27.1516 26.2338 25.9355 25.8106 25.5868 25.5182 27.7917 23.9589
threshold=204.21155548095706 -0.20782908797264096 -0.73419013619422901 0.39890909194946295 -0.56254538893699635 -0.59259381890296925 -0.84428656101226796 -0.56480997800827015 0 -0.12543457001447675 -0.81468623876571644 -0.71410733461379994 -0.93449655175209034 -0.30069434642791742 -0.52247866988182057 12.50999975204468 -0.077970065176486955 0.39208374917507177 0.44257080554962164 1 -0.28072649240493769 1.6749999523162844 -0.27129027247428888 -0.11017023026943205 1019.2500000000001 0.36892434954643255 0.64077782630920421 1.0049999952316286 1018.8500061035157 2
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1
left_child=1 4 3 10 9 11 12 20 16 22 15 -4 26 24 17 25 -6 -13 -18 -10 -3 -8 -1 -9 29 -2 -5 -12 -29 -7
right_child=2 7 5 6 8 13 21 23 19 -11 27 14 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0031698619175221064 -0.0046713363835374899 0.001952785136339396 -0.002705090102401646 -0.0097585984654613416 0.0014385515075026663 -0.0036430894358688848 -0.0053445387926694191 0.002540944329667155 -0.0048550891921478982 -0.0073807676147877701 -0.0017728934714636522 -0.0045814052890154324 -0.0090423626581113692 0.0017217756151074544 -0.002450261295914444 -0.010231568792685584 0.0025251950607716829 -0.0070171478882687238 0.0067951036594594881 -0.00010050042104496176 -0.0059689425022244136 -0.0081472670700684351 -4.876343805942308e-05 0.0063623053571457769 -0.0052150097988049168 -0.0074387068175602415 -0.011088144840011145 -0.0039809373064859143 -0.0082141875925963101 -0.0010869713210663401
leaf_weight=24317 14093 3341 23588 63184 27217 12446 9827 4523 3474 9211 9945 19255 87340 9035 9443 7762 8624 39035 7359 31860 1664 77050 9767 639230 6139 20952 84691 21358 4737 34849
leaf_count=24317 14093 3341 23588 63184 27217 12446 9827 4523 3474 9211 9945 19255 87340 9035 9443 7762 8624 39035 7359 31860 1664 77050 9767 639230 6139 20952 84691 21358 4737 34849
internal_value=2.39913e-06 0.00521724 -0.00724166 -0.00865058 -0.000449192 -0.00356852 -0.00939384 0.00628133 0.00115641 -0.00336164 -0.00561433 -0.00491754 -0.00997136 -0.00159644 -0.00568803 -0.00703405 0.00256736 -0.00621255 0.00449118 -0.000569208 -0.000680932 -0.00783024 -0.00227549 0.00633546 -0.0021575 -0.00632584 -0.0105201 -0.00392805 -0.0047494 -0.00176063
internal_weight=1.32532e+06 770587 554729 400939 121829 153790 322092 648758 78534 43295 78847 91321 235215 62469 67733 42807 43200 58290 15983 35334 5005 86877 34084 643753 53434 35045 147875 36040 26095 47295
internal_count=1325316 770587 554729 400939 121829 153790 322092 648758 78534 43295 78847 91321 235215 62469 67733 42807 43200 58290 15983 35334 5005 86877 34084 643753 53434 35045 147875 36040 26095 47295
cat_boundaries=0 1 2 3
cat_threshold=802 4224 7312
is_linear=0
shrinkage=0.05


Tree=21
num_leaves=31
num_cat=3
split_feature=58 96 88 60 56 89 89 89 136 91 56 60 59 57 119 112 112 115 16 136 63 80 81 61 136 101 30 52 91 53
split_gain=18181.6 1413.74 1228.63 354.361 185.818 155.958 152.762 87.1236 79.8257 59.4389 53.8103 53.4123 52.3119 51.3856 38.7522 33.0009 32.0153 30.985 30.3351 27.0311 26.2754 24.043 22.8979 22.6473 22.1776 21.3874 21.0003 20.892 20.1201 18.4275
threshold=199.64728546142581 -0.37325054407119745 -0.68829408288002003 0.37140122056007391 231.16218566894534 -0.51474305987358082 -0.84989130496978749 -0.19751730561256406 0 -0.76377457380294789 250.87845611572268 0.43806976079940801 241.72817230224612 187.94820404052737 0.49240480363368994 -0.36648726463317866 -0.70088258385658253 -0.80382624268531788 12.50999975204468 1 0.39460948109626776 211.51627349853518 236.93135070800784 0.412415161728859 2 0.31295368075370794 1019.3500061035157 0.064999999478459372 -0.14138747006654737 2.0149999856948857
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2
left_child=1 4 3 9 8 12 10 21 -1 18 25 -6 19 23 27 22 -8 -14 20 -4 -2 -3 -7 -10 -24 -5 -11 -12 -9 -19
right_child=2 7 5 6 11 15 16 28 13 26 14 -13 17 -15 -16 -17 -18 29 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022189622750887826 -0.0041089106604835042 -0.0031596135896459314 -0.00090880710514644339 -0.0082629841148517506 -0.0022084094630526866 -0.004931688444380352 -0.007575466517527038 0.0025300529425424777 0.0019352016894584091 -0.0025322846068578896 -0.0013045226362804318 -0.0067011958945766047 -0.0068525389448102604 0.00072617608558416295 -0.0085559299583089759 0.001289023981541461 -0.0054764603170238541 -0.0020920722549892527 -0.0092297794445466708 -0.0037289662411894107 -0.0069306367165108355 0.0026910177870090313 8.1779343020853669e-05 0.005263032034251814 -0.0021618576033703087 -0.0051393295230980976 -0.0063909183816200747 -0.010041586235187278 0.0060434503577112024 -0.0050719182610579555
leaf_weight=15044 17251 2638 12017 14674 20652 4457 74383 4101 8902 24785 687 9733 19815 35756 63319 13351 24037 7295 6357 29186 15812 5252 19696 12010 24989 8746 4111 168411 639884 17965
leaf_count=15044 17251 2638 12017 14674 20652 4457 74383 4101 8902 24785 687 9733 19815 35756 63319 13351 24037 7295 6357 29186 15812 5252 19696 12010 24989 8746 4111 168411 639884 17965
internal_value=2.27536e-06 0.00510025 -0.00672525 -0.008101 -0.000370567 -0.00281753 -0.00873684 0.00595709 0.00101792 -0.00480385 -0.00938083 -0.00364755 -0.00419531 0.0018773 -0.00961101 -0.000915359 -0.00706283 -0.00537242 -0.00606656 -0.00290758 -0.00545837 0.000734875 -0.00151425 0.00384641 -0.00117339 -0.00709648 -0.00308125 -0.0100061 0.00602108 -0.00421135
internal_weight=1.32532e+06 753972 571344 422573 102097 148771 354257 651875 71712 68316 255837 30385 86278 56668 232417 62493 98420 45075 39420 41203 33063 7890 49142 20912 44685 23420 28896 169098 643985 25260
internal_count=1325316 753972 571344 422573 102097 148771 354257 651875 71712 68316 255837 30385 86278 56668 232417 62493 98420 45075 39420 41203 33063 7890 49142 20912 44685 23420 28896 169098 643985 25260
cat_boundaries=0 1 2 3
cat_threshold=6352 290 802
is_linear=0
shrinkage=0.05


Tree=22
num_leaves=31
num_cat=6
split_feature=58 71 56 118 89 93 52 52 112 56 56 72 112 136 112 136 16 136 136 16 59 136 75 61 91 75 91 63 136 52
split_gain=16408.9 1271.61 1118.56 295.388 181.493 167.807 98.3271 97.0007 82.0568 70.1106 66.1699 55.9293 54.2987 53.367 46.0702 46.0543 45.6407 45.5263 44.359 36.8851 31.2699 28.4227 28.3876 27.1672 26.6169 19.9611 19.2535 18.724 18.6481 18.5384
threshold=199.64728546142581 200.11245727539065 245.04994964599612 0.56638467311859142 -0.54945462942123402 -0.73663929104804982 1.5549999475479128 2.7250000238418584 -0.88697704672813404 192.81343078613284 184.35868835449222 0.65890347957611095 -0.78257837891578663 0 -0.64942333102226246 1 12.50999975204468 2 3 10.405000209808351 196.00611114501956 4 0.50722748041152965 0.39830349385738378 -0.82400238513946522 0.56101062893867504 -0.29406672716140742 0.31745356321334844 5 0.34499999880790716
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 1 1 2 2 1 2 2 2 2 2 2 1 2
left_child=1 10 4 6 8 9 11 13 16 21 -1 29 19 -5 -9 -8 22 -6 -10 25 -19 -3 -2 -20 -17 -7 -14 -15 -16 -4
right_child=2 5 3 7 17 12 15 14 18 -11 -12 -13 26 27 28 24 -18 20 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0057293153564904296 -0.0019171523243309467 0.0045345062993351571 -0.00084716947726775629 -0.00076245663856190139 -0.0052510260585521707 -0.00043473432776554267 -0.010019213982443424 -0.0073440678513242976 -0.0058036147373854334 -0.00011552012856744386 0.0012960507476982269 -0.0079903867215307348 -0.0019296758688812092 -0.0028493288329164406 -0.0017207190158372719 -0.0089376694486668906 -0.0096409505153096028 0.00093018634923129292 -0.0015014922188575832 -0.0073554047223105719 -0.0014568551676879978 0.0012705892652268927 -0.0061072614417761245 -0.0038003282741141953 -0.0072481300882458483 -0.0044572019885193784 0.0013635242313754757 -0.0058906544104284694 -0.0054427517667648105 -0.0049285298955238938
leaf_weight=640471 4898 16790 4016 10946 6159 4922 94673 73249 14537 35358 8529 17634 14726 7232 4155 110957 8077 19374 25203 7457 47010 11106 23135 26225 29511 8260 6353 16856 18440 9057
leaf_count=640471 4898 16790 4016 10946 6159 4922 94673 73249 14537 35358 8529 17634 14726 7232 4155 110957 8077 19374 25203 7457 47010 11106 23135 26225 29511 8260 6353 16856 18440 9057
internal_value=2.15825e-06 0.00484524 -0.00638899 -0.00785674 -0.00305433 -0.000260454 -0.00881401 -0.00591225 -0.00441325 0.00136306 0.00567105 -0.00615307 -0.00272207 -0.00366081 -0.00673523 -0.00916151 -0.00632932 -0.0011422 -0.00336437 -0.00454506 -0.000760089 0.00323715 -0.00537515 -0.00267323 -0.0085821 -0.00295526 -0.000937138 -0.00497548 -0.00476148 -0.00367474
internal_weight=1.32532e+06 753972 571344 396726 174618 104972 265848 130878 102075 63254 649000 30707 41718 35034 95844 235141 36110 72543 65965 20639 66384 27896 28033 51428 140468 13182 21079 24088 22595 13073
internal_count=1325316 753972 571344 396726 174618 104972 265848 130878 102075 63254 649000 30707 41718 35034 95844 235141 36110 72543 65965 20639 66384 27896 28033 51428 140468 13182 21079 24088 22595 13073
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=274 6340 4224 6276 1794 16
is_linear=0
shrinkage=0.05


Tree=23
num_leaves=31
num_cat=4
split_feature=58 88 96 60 56 89 57 88 136 89 91 60 61 112 57 112 100 63 136 81 52 112 136 104 136 52 72 52 89 52
split_gain=14809.9 1080.37 1072.08 303.629 155.9 149.641 105.523 84.3261 68.4793 66.8505 52.9807 45.0105 44.4654 41.3469 38.6182 31.3166 30.1722 28.2997 24.0882 23.0474 23.0441 22.336 21.6055 21.3389 20.4182 20.1426 20.0182 19.6467 19.4796 17.0957
threshold=197.47305297851565 -0.70402929186820973 -0.37325054407119745 0.49102774262428289 231.16218566894534 -0.48700383305549616 249.30558013916018 -0.91837146878242482 0 -0.19751730561256406 -0.63588503003120411 0.36132037639617925 0.30066598951816564 -0.84335932135581959 190.61625671386722 -0.38266885280609125 0.5066840946674348 0.38875277340412145 1 236.93135070800784 1.5549999475479128 -0.94260558485984791 2 -0.072422098368406282 3 1.2649999856948855 0.66388845443725597 2.0449999570846562 -0.79278424382209767 3.2749999761581425
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2
left_child=2 3 4 6 8 10 13 -5 -1 23 17 -6 -8 20 27 19 25 -3 -15 -7 26 -19 -21 -4 -12 -14 -2 -10 -9 -13
right_child=1 5 9 7 11 15 12 28 14 -11 24 29 16 18 -16 -17 -18 21 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020735706222611261 -0.0018237984272781824 -0.0031653950296882984 0.0026073629094068673 -0.0090483177966991079 -0.001290803602940086 -0.0046308510168262731 -0.003879170976587853 -0.0076838342654882629 0.0007900861447478789 0.0054367166638768392 0.00034699668788555876 -0.0034409864453018076 -0.0059176468118979954 -0.0014583230168877988 0.00068197107111014996 0.0013678181203463872 -0.005766849608395512 -0.0080121903385496091 -0.0041500065322797866 0.00031574893685369654 -0.0067058908204995979 -0.0049150094487462118 -0.0018946531835385809 -0.0030368572996409453 -0.0028102524694968555 -0.0084250055433304528 -0.0061524315770800893 0.0042445061030131756 -0.0062230655039067322 -0.0068036813174079018
leaf_weight=13917 6305 19989 4856 162394 13857 4583 12745 78145 5400 643652 6104 7097 10331 17995 29588 14812 27452 7113 15499 19973 14309 32053 24751 2556 31922 35650 4634 17311 32237 8086
leaf_count=13917 6305 19989 4856 162394 13857 4583 12745 78145 5400 643652 6104 7097 10331 17995 29588 14812 27452 7113 15499 19973 14309 32053 24751 2556 31922 35650 4634 17311 32237 8086
internal_value=2.04172e-06 -0.00599878 0.00465748 -0.00734094 -0.000296876 -0.00252317 -0.00549146 -0.00832353 0.00104269 0.00538235 -0.0037602 -0.00335131 -0.00660538 -0.00385727 0.00187198 -0.000648278 -0.00707854 -0.00469621 -0.00270555 -0.00125392 -0.00538514 -0.00547749 -0.000907877 0.000660975 -0.00230409 -0.00786165 -0.0036575 0.00342315 -0.00725722 -0.00523185
internal_weight=1.32532e+06 578996 746320 417696 95256 161300 144920 272776 66216 651064 97181 29040 86178 58742 52299 64119 73433 59155 33494 49307 25248 39166 44724 7412 38026 45981 10939 22711 110382 15183
internal_count=1325316 578996 746320 417696 95256 161300 144920 272776 66216 651064 97181 29040 86178 58742 52299 64119 73433 59155 33494 49307 25248 39166 44724 7412 38026 45981 10939 22711 110382 15183
cat_boundaries=0 1 2 3 4
cat_threshold=6352 307 802 34
is_linear=0
shrinkage=0.05


Tree=24
num_leaves=31
num_cat=2
split_feature=59 88 56 60 90 90 89 112 92 16 119 115 112 90 112 60 90 52 52 56 136 56 136 58 57 30 80 72 72 54
split_gain=13387.1 1037.18 986.563 266.287 153.54 123.482 107.472 79.0648 59.9909 52.657 44.9924 40.6959 39.7264 32.289 31.6546 29.8911 29.2456 27.7264 27.1487 24.6789 24.1678 23.9697 22.0731 20.4823 19.1138 19.0745 18.5471 18.2444 16.478 15.9271
threshold=196.7032165527344 -0.70402929186820973 188.40964508056643 0.36132037639617925 -0.53667414188384999 -0.83333495259284962 -0.15747739374637601 -0.82409480214118946 -0.81813064217567433 10.405000209808351 0.49240480363368994 -0.84335932135581959 -0.39873388409614557 -0.46349868178367609 -0.50751903653144825 0.33714807033538824 -0.65230911970138539 4.7650001049041757 1.1250000000000002 259.41262817382818 0 254.61554718017581 1 210.1474533081055 202.76105499267581 1020.0499877929689 252.18090820312503 0.46259094774723059 0.64637190103530895 3.935000061988831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2
left_child=2 3 6 11 8 10 15 9 20 27 21 18 22 -9 26 -1 -8 -7 28 -12 -3 -5 -6 -13 -24 -22 -10 -4 -2 -16
right_child=1 4 7 5 12 17 16 13 14 -11 19 23 -14 -15 29 -17 -18 -19 -20 -21 25 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011821889972204926 -0.0016120851725267603 -0.0047031373609460235 0.0018773445398310978 -0.0069937807698617826 -0.0040121324611604552 -0.0047943039989408708 -0.00056870679560096563 -0.0013045835722461784 -0.0073016532928313026 -0.006103949925751073 -0.0048151565244424679 -0.00081902273158851371 0.0014590903629558916 0.0013043206225461926 0.00021717526327975781 0.0030754586911882018 0.0051721779537163637 -0.0066147176070203003 -0.006772160985096861 -0.0074167448778132963 -0.0012208828317366955 -0.0087054433450876097 0.0001967485885470999 -0.0035817961199936018 -0.0017902198241915611 -0.0063565479851050797 -0.0047576885222103769 -0.0023336438066820851 -0.0058537383117386425 -0.0042781647957057627
leaf_weight=7785 5478 7533 3239 23305 6520 33050 2226 21114 8796 10021 10673 8909 17359 27059 4347 8762 650890 56975 15926 62474 28824 167162 21587 27161 27550 1929 38630 12494 3934 3604
leaf_count=7785 5478 7533 3239 23305 6520 33050 2226 21114 8796 10021 10673 8909 17359 27059 4347 8762 650890 56975 15926 62474 28824 167162 21587 27161 27550 1929 38630 12494 3934 3604
internal_value=1.93516e-06 -0.00567954 0.00444667 -0.00701746 -0.002348 -0.00754521 0.00505179 -0.00103474 -0.00368788 -0.00327108 -0.00809121 -0.00397823 -0.000629235 0.00016085 -0.00474004 0.00107233 0.00515261 -0.00594641 -0.00551397 -0.00703714 -0.00216602 -0.00849601 -0.00128057 -0.00289941 -0.000917113 -0.00154252 -0.00522951 -0.00146671 -0.003385 -0.00182046
internal_weight=1.32532e+06 581726 743590 415047 166679 353639 669663 73927 93663 25754 263614 61408 73016 48173 55377 16547 653116 90025 25338 73147 38286 190467 55657 36070 49137 30753 47426 15733 9412 7951
internal_count=1325316 581726 743590 415047 166679 353639 669663 73927 93663 25754 263614 61408 73016 48173 55377 16547 653116 90025 25338 73147 38286 190467 55657 36070 49137 30753 47426 15733 9412 7951
cat_boundaries=0 1 2
cat_threshold=6288 6272
is_linear=0
shrinkage=0.05


Tree=25
num_leaves=31
num_cat=0
split_feature=59 56 56 118 89 89 96 88 80 90 60 60 20 112 61 112 38 94 81 89 58 88 16 96 92 72 53 28 42 101
split_gain=12157.2 943.714 888.403 231.009 152.029 99.5064 78.6466 69.5186 67.6621 54.1378 53.8342 42.0424 41.6348 34.0753 33.2106 26.504 25.4146 25.3233 24.949 23.5609 22.9117 22.6552 22.541 20.6707 18.1118 17.8793 16.932 16.7109 16.3051 14.9425
threshold=196.7032165527344 245.96796417236331 188.40964508056643 0.56638467311859142 -0.54945462942123402 -0.11093037575483321 -0.60498657822608937 -0.77930656075477589 262.01115417480474 -0.92271959781646717 0.35176806151866918 0.3771491944789887 5.9249999523162851 -0.30069434642791742 0.35857278108596807 -0.28400452435016627 15.650000095367433 -0.48761186003684992 241.31137847900393 -0.77791219949722279 232.2664489746094 -0.35076123476028437 12.50999975204468 -0.93160569667816151 -0.9213082194328307 0.59480303525924694 3.4450000524520878 1018.7500000000001 13.050000190734865 0.50041091442108165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 9 8 17 10 11 16 22 -5 -4 28 18 -10 27 29 -1 -6 -12 -7 26 25 -16 -20 -3 -8 -9 -11 -2
right_child=1 3 7 6 13 20 21 15 14 12 19 -13 -14 -15 23 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022788747889783234 -0.0077166280316127676 -0.0051984168802229613 -0.00093038945970552408 -0.0031780355543027578 -0.0044374722900127452 0.0049167329482282408 -0.00036642863956203075 -3.7529817362727874e-05 -0.0017353524741891891 -0.0048457859721464779 -0.0066196807395758816 -0.0047914030452982795 -0.007198089017133035 0.001282620511401582 -0.0049957308478968286 0.0026111183852288336 -0.0033502058012163383 -0.0019350140335046596 -4.5295344974631088e-05 -0.0049750581452399113 -0.00058479452435416938 0.0036485715446347719 -0.0087184354411121729 -0.002988293020712263 -0.0017741773129348543 -0.007809048472437026 -0.0039583044008043048 -0.0037127031502577042 0.0017686947504813415 -0.0037904650995823777
leaf_weight=13096 14903 7277 13604 19989 6127 650155 5795 32806 28884 15819 61052 14636 78524 14384 22411 9278 6152 4899 24911 33852 1898 1751 94295 29976 38655 66417 7563 3415 990 2894
leaf_count=13096 14903 7277 13604 19989 6127 650155 5795 32806 28884 15819 61052 14636 78524 14384 22411 9278 6152 4899 24911 33852 1898 1751 94295 29976 38655 66417 7563 3415 990 2894
internal_value=-1.03564e-05 -0.00541889 0.00422624 -0.00681492 -0.00251821 0.0047995 -0.00509037 -0.000982765 -0.00378484 -0.00766633 -0.00553634 -0.00293144 -0.00671464 -0.000933054 -0.00309656 0.000226727 -0.00612055 0.00113168 -0.00139035 -0.00603305 0.00490072 -0.00169908 -0.00820641 -0.00384707 -0.00109664 -0.00755126 -0.00240007 -0.000384034 -0.00445621 -0.00707819
internal_weight=1.32641e+06 582621 743787 393324 189297 670048 130002 73739 105220 263322 114893 28240 95333 84077 81271 45499 23949 17995 69693 94904 652053 15109 167989 52387 63566 73694 13358 36221 16809 17797
internal_count=1326408 582621 743787 393324 189297 670048 130002 73739 105220 263322 114893 28240 95333 84077 81271 45499 23949 17995 69693 94904 652053 15109 167989 52387 63566 73694 13358 36221 16809 17797
is_linear=0
shrinkage=0.05


Tree=26
num_leaves=31
num_cat=5
split_feature=88 58 91 117 89 60 58 62 92 81 136 63 136 136 91 88 4 115 112 99 16 60 136 110 54 59 136 109 28 75
split_gain=10976 834.691 710.727 210.657 135.85 98.797 94.8588 76.6202 74.0212 65.7499 53.6894 48.6319 38.3608 33.9132 32.0895 30.7391 28.7804 27.7085 27.4588 27.3042 24.687 23.4351 21.3539 21.183 20.5378 19.0668 18.8776 18.3087 18.2428 17.8208
threshold=-0.22527763247489926 240.70928955078128 -0.17062455415725705 0.56638467311859142 -0.54945462942123402 0.40485434234142309 189.41230010986331 0.36877571046352392 -0.33272537589073176 255.11297607421878 0 0.54537197947502147 1 2 -0.8789878487586974 -0.61134213209152211 6.2500000000000009 -0.79332312941551197 -0.86159634590148915 -0.7085493505001067 12.50999975204468 0.37339036166667944 3 -0.40535208582878107 0.9350000023841859 187.65435028076175 4 0.28748311102390295 1016.6499938964845 0.57141628861427318
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 1 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2
left_child=1 4 5 8 9 11 27 22 23 -1 19 17 -6 16 26 29 -9 -2 20 28 -14 -8 -5 -3 -16 -20 -10 -4 -11 -12
right_child=2 3 6 7 12 -7 21 13 14 10 15 -13 18 -15 24 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0071888854447284718 -0.0031154543005879822 -0.0079253929655513089 0.0013889930326747672 -0.00088803093588453962 -0.0040145405869783735 0.0019031994380892953 -0.00078876916285426613 -0.0055274215555656493 -0.0065965364454088037 -0.0010961689733640413 -0.0029449364396831931 -0.0060203444162324161 -0.0014380036179753091 -0.0061051084056692219 -0.003387888625722214 -0.0020577479099819144 -0.0029577313523994793 -0.00034221410949153766 0.001712685665570158 0.0011107954853579668 -0.0069193222467199642 0.0029642067060658937 -0.0035971598749834962 -0.0045700356973567688 -0.006727665044261197 -0.00041926545516393366 -0.0080156077852917475 0.0046749512692367094 -0.0042861712604955584 -0.0052352494387084723
leaf_weight=10883 15750 5512 4267 12323 8277 20996 9478 22429 28660 11937 11648 7210 14014 61763 5028 16170 21191 21038 13597 8511 2407 7413 17822 32081 54482 45855 148769 648361 7176 31360
leaf_count=10883 15750 5512 4267 12323 8277 20996 9478 22429 28660 11937 11648 7210 14014 61763 5028 16170 21191 21038 13597 8511 2407 7413 17822 32081 54482 45855 148769 648361 7176 31360
internal_value=-9.83868e-06 -0.0050766 0.00407313 -0.00632694 -0.00225695 -0.000918777 0.00455772 -0.004714 -0.00712319 -0.0035254 -0.00306609 -0.00226543 -0.000784474 -0.00534984 -0.00745022 -0.00391555 -0.00427806 -0.00152952 -0.00043152 -0.00124443 -0.00224146 0.00085831 -0.00249118 -0.00506201 -0.00644549 6.83235e-05 -0.00778721 0.00465347 -0.00229386 -0.00461496
internal_weight=1.32641e+06 591895 734513 410060 181835 64994 669519 135528 274532 97685 86802 43998 84150 105383 236939 59178 43620 36788 75873 27624 16421 16891 30145 37593 59510 59452 177429 652628 19113 43008
internal_count=1326408 591895 734513 410060 181835 64994 669519 135528 274532 97685 86802 43998 84150 105383 236939 59178 43620 36788 75873 27624 16421 16891 30145 37593 59510 59452 177429 652628 19113 43008
cat_boundaries=0 1 2 3 4 5
cat_threshold=306 6272 1296 274 1296
is_linear=0
shrinkage=0.05


Tree=27
num_leaves=31
num_cat=6
split_feature=59 56 57 118 136 56 57 52 92 52 31 136 136 16 63 136 111 75 53 8 112 52 102 12 136 58 98 31 136 109
split_gain=9928.73 775.705 717.767 195.999 121.483 82.8896 81.883 73.8005 66.1662 66.0465 46.3529 45.1764 41.6667 39.8514 38.442 36.0685 34.9709 29.5743 28.509 28.3197 27.7644 26.8123 21.8329 21.53 21.3359 21.2993 20.806 20.3197 19.5911 18.685
threshold=196.7032165527344 243.34873962402347 189.80003356933597 0.56638467311859142 0 188.40964508056643 205.58829498291018 1.294999957084656 -0.65602219104766835 1.0049999952316286 1018.7500000000001 1 2 10.405000209808351 0.38054853677749639 3 -0.37568752467632288 0.60622295737266552 0.62500000000000011 9.8499999046325701 -0.50751903653144825 5.1749999523162851 0.27097642421722418 2.435000061988831 4 232.2664489746094 -0.83076605200767506 1019.7500000000001 5 -0.45995967090129847
decision_type=2 2 2 2 1 2 2 2 2 2 2 1 1 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2
left_child=2 4 5 9 14 25 23 15 24 17 16 19 -11 29 18 -5 -8 -3 -2 -9 -15 -14 -23 27 -4 -1 -18 -6 -21 -10
right_child=1 3 8 7 6 -7 10 11 13 12 -12 -13 21 20 -16 -17 26 -19 -20 28 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0044349763638282169 -0.0002042024963248817 -0.0015995158656535525 -0.003110092991530243 0.0036325141960002675 0.00042520034663455671 0.0010310328949193887 -0.0062584024612021604 -0.0048489824237885008 -0.0085651717358636564 -0.0079229105943781179 -0.0050994798965340741 -0.0060512459565502125 -0.0052657788662018971 -0.0056826044135093283 -0.0063781914612973008 -0.0025379536494437834 -0.0024732271879142091 -0.0055330481856733435 -0.0048551988175225009 0.0016681959459823462 0.0010794698263904929 -0.0077466821688622458 -0.0063544153301395082 -0.0036566705630103552 0.00083589779918282435 -0.00077187627367036361 -0.00077659776977822778 -0.0038860244363571883 -0.0031135312653330915 -0.00086910490706675427
leaf_weight=651782 5679 7015 3787 2793 49450 18563 4580 38607 823 100762 14451 55146 30118 11159 19317 15315 42759 14988 7848 2433 1757 48652 66848 3916 35040 1970 31295 2893 17756 18906
leaf_count=651782 5679 7015 3787 2793 49450 18563 4580 38607 823 100762 14451 55146 30118 11159 19317 15315 42759 14988 7848 2433 1757 48652 66848 3916 35040 1970 31295 2893 17756 18906
internal_value=-9.3577e-06 -0.00489711 0.00381931 -0.00612772 -0.00219234 0.00432573 -0.00158649 -0.00455069 -0.000944521 -0.00690366 -0.00249678 -0.00502191 -0.00713805 -0.00260364 -0.00494524 -0.00158561 -0.00201846 -0.00427896 -0.00290258 -0.00405476 -0.00476274 -0.00659397 -0.00694088 -8.06206e-05 0.000450439 0.00441929 -0.00175624 0.000186919 -0.002538 -0.00119015
internal_weight=1.32641e+06 582621 743787 400433 182188 672315 149344 132050 71472 268383 93085 113942 246380 32645 32844 18108 78634 22003 13527 58796 12916 145618 115500 56259 38827 653752 74054 52343 20189 19729
internal_count=1326408 582621 743787 400433 182188 672315 149344 132050 71472 268383 93085 113942 246380 32645 32844 18108 78634 22003 13527 58796 12916 145618 115500 56259 38827 653752 74054 52343 20189 19729
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=6272 1298 6340 18 6288 16
is_linear=0
shrinkage=0.05


Tree=28
num_leaves=31
num_cat=6
split_feature=88 99 90 62 58 89 136 88 52 52 84 58 136 136 59 112 136 112 108 52 97 136 72 136 30 91 17 29 2 12
split_gain=8979.02 922.291 438.097 164.546 120.378 75.3417 58.1086 55.5974 49.1922 47.3284 40.4584 40.2913 34.8881 34.1241 28.1812 25.4803 22.9727 22.8136 22.2054 20.8635 20.7739 20.6755 20.431 18.9128 18.8983 18.859 18.6653 18.585 18.0055 16.8345
threshold=-0.45412191748619074 -0.34602250158786768 -0.75680804252624501 0.40846136212348944 238.97511291503909 -0.54945462942123402 0 -0.91837146878242482 3.0849999189376835 3.2250000238418584 0.61382997035980236 175.45672607421878 1 2 186.70752716064456 -0.14780378341674802 3 -0.91702514886856068 -0.27568219602107996 0.86500000953674328 -0.75980591773986805 4 0.58545148372650158 5 1019.9500122070314 -0.74646547436714161 12.50999975204468 1019.3500061035157 216.50000000000003 2.5149999856948857
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 1 1 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2
left_child=2 4 3 8 6 9 14 26 13 12 -6 -3 28 -1 -2 21 -7 -11 -18 22 -12 -8 -15 -10 29 -9 -5 -21 -4 -16
right_child=1 11 5 7 10 16 15 25 23 17 20 -13 -14 19 24 -17 18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012567673362733289 0.0034597486112097143 0.0042182989709710047 -0.0027683954660993599 -0.0064270882125666163 -0.006303827895820022 0.00093238285490967869 -0.0033254855117091499 -0.0058927843780875715 -0.0044603501781372863 -0.0067212520256231621 -0.0030828404359025475 0.0013773165634381763 -0.0033007095542945705 0.00044845352766180512 0.0014460704480751077 0.0025111356796860044 -0.0066162575109053462 -0.0040653465361096498 -0.0014780250564337695 -0.0037258002867063913 -0.00026846995333438438 -0.00059661128009724676 -0.0035338147631327312 -0.0070485404430535251 -0.0040041278528199853 -0.0042646082160227652 -0.0074404421571941624 -0.0073470065415828694 0.0009887371386510435 -0.0030340495907134244
leaf_weight=9443 15314 640483 4846 82987 6928 9871 8725 99498 20209 9789 17654 12728 30410 5391 34381 5328 2214 46464 41815 18709 10431 33874 8001 11039 1852 21656 100439 4371 9325 2233
leaf_count=9443 15314 640483 4846 82987 6928 9871 8725 99498 20209 9789 17654 12728 30410 5391 34381 5328 2214 46464 41815 18709 10431 33874 8001 11039 1852 21656 100439 4371 9325 2233
internal_value=-8.89616e-06 0.00338132 -0.00500079 -0.00591046 -0.000353079 -0.00275653 0.000517417 -0.00643296 -0.00384805 -0.00356318 -0.00288172 0.00416294 -0.00234636 -0.00280658 0.00164546 -0.000748573 -0.00124748 -0.00452752 -0.00173601 -0.0034997 -0.00203756 -0.00115645 -0.00193074 -0.00537836 0.000923586 -0.00560175 -0.00698197 -0.0044116 -0.000295866 0.00117284
internal_weight=1.32641e+06 789931 536477 381743 136720 154734 101707 304580 77163 100834 35013 653211 44581 45915 53780 47927 53900 56253 44029 36472 28085 42599 13392 31248 38466 121154 183426 23080 14171 36614
internal_count=1326408 789931 536477 381743 136720 154734 101707 304580 77163 100834 35013 653211 44581 45915 53780 47927 53900 56253 44029 36472 28085 42599 13392 31248 38466 121154 183426 23080 14171 36614
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=802 306 274 34 6272 1299
is_linear=0
shrinkage=0.05


Tree=29
num_leaves=31
num_cat=4
split_feature=91 89 88 60 58 112 88 89 136 62 112 31 115 99 17 52 92 20 88 136 52 58 60 61 136 92 136 80 109 58
split_gain=8116.29 676.163 585.57 144.97 105.139 66.2534 62.818 62.4891 45.0747 35.8146 32.1648 29.4009 28.6485 23.8633 22.7726 22.3113 21.8649 22.2777 21.8169 18.6578 18.5548 17.3697 16.827 16.3431 15.7856 15.0987 14.6351 14.3699 14.067 13.4869
threshold=-0.33857938647270197 -0.076341800391674028 -0.74297505617141713 0.36941625177860266 238.97511291503909 -0.82409480214118946 -0.157804399728775 -0.89714899659156788 0 0.3424652516841889 -0.28400452435016627 1019.7500000000001 -0.82409480214118946 -0.77571642398834217 13.344999790191652 5.4049999713897714 -0.51500180363655079 5.7249999046325692 -0.22527763247489926 1 1.294999957084656 199.64728546142581 0.42952139675617224 0.31933175027370458 2 -0.21190297603607175 3 228.30300903320315 -0.82494404911994923 232.2664489746094
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 2
left_child=2 5 3 12 8 16 23 14 -4 -6 21 18 20 27 19 -9 -2 -18 -10 -5 -1 -7 -20 -3 -14 -21 -17 -11 -12 -8
right_child=1 6 4 7 9 10 29 15 11 13 28 -13 24 -15 -16 26 17 -19 22 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029221243334217285 -0.001235117961856018 -0.00086950560778040165 -0.0041928159245949439 -0.0067189502827886454 -0.0016042684030458433 0.0008343640858953119 0.0040091948617604319 -0.0041200164403025373 -0.0010421657374799496 -0.0071972034797051637 -0.0044452097972047652 -0.0042094770465999232 -0.0010389384488175158 -0.0028926096421806485 -0.0071531319123263387 -0.004516627038281402 -0.0011989917849880376 -0.005287777852360947 -0.00018464382447397701 -0.0037943643755746861 -0.0055773231716228118 -0.0011447379349739258 0.0023874913443701945 0.0023385294530171357 -0.0032772441680272999 -0.0058428729447680544 -0.0060149726589681443 -0.0045068439548129552 0.00264389021075572 1.4673196959126971e-05
leaf_weight=10859 14971 7549 10213 62634 18306 18212 650336 39072 54031 6018 736 5548 13617 22832 86750 23427 4980 10063 19324 10826 16696 28336 9477 8374 18781 53187 56593 28321 14219 2120
leaf_count=10859 14971 7549 10213 62634 18306 18212 650336 39072 54031 6018 736 5548 13617 22832 86750 23427 4980 10063 19324 10826 16696 28336 9477 8374 18781 53187 56593 28321 14219 2120
internal_value=-8.45802e-06 0.00336859 -0.0045383 -0.0056089 -0.00212461 -0.000662094 0.00392049 -0.00601697 -0.00104945 -0.00352906 0.000277709 -0.000685657 -0.0033458 -0.00414537 -0.00652905 -0.00509941 -0.00258789 -0.00393418 -0.000449718 -0.00610156 -0.00453095 -0.00037041 0.00066172 0.000817619 -0.00233781 -0.00549557 -0.00557763 -0.00497834 0.00229501 0.00399622
internal_weight=1.32641e+06 759896 566512 392442 174070 91517 668379 332489 98593 75477 61503 88380 59953 57171 213397 119092 30014 15043 82832 126647 27555 46548 28801 15923 32398 64013 80020 34339 14955 652456
internal_count=1326408 759896 566512 392442 174070 91517 668379 332489 98593 75477 61503 88380 59953 57171 213397 119092 30014 15043 82832 126647 27555 46548 28801 15923 32398 64013 80020 34339 14955 652456
cat_boundaries=0 1 2 3 4
cat_threshold=4224 6340 306 1280
is_linear=0
shrinkage=0.05


Tree=30
num_leaves=31
num_cat=0
split_feature=90 88 56 117 112 91 16 113 52 60 91 73 4 60 112 56 83 75 89 108 110 89 113 89 91 110 16 72 52 93
split_gain=7372.51 554.032 523.903 137.736 88.1207 74.7677 73.8293 55.4606 51.2207 49.4467 39.5392 32.1399 31.8211 31.4935 29.4111 25.0889 25.0074 24.4381 23.7229 22.4903 21.8074 18.1525 17.7942 14.8008 14.42 14.402 13.7549 15.6827 13.2653 12.7568
threshold=-0.32765705883502955 -0.1104457378387451 245.04994964599612 0.56638467311859142 -0.8338540494441985 -0.15684342384338376 12.50999975204468 -0.84335932135581959 0.34499999880790716 0.33486616611480718 -0.51784563064575184 0.53672298789024364 7.0499999523162851 0.34561505913734442 -0.9366365075111388 251.5610275268555 283.16259765625006 0.62128567695617687 -0.46882972121238703 0.92397892475128185 -0.40535208582878107 -0.26005557179450983 -0.3172925859689712 -0.77418282628059376 -0.81132540106773365 0.91220873594284069 12.50999975204468 0.58545148372650158 0.46500000357627874 -0.25804260373115534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 8 6 13 11 15 17 25 20 -1 -11 -3 26 -2 -13 -4 -9 -14 -6 -12 -22 -7 -16 29 27 -10 -17 -5
right_child=1 5 3 9 10 23 -8 18 14 12 21 16 19 -15 24 28 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00039352802180638008 -0.0012986261235077659 -0.0012715014003214992 0.0012137288269567002 -0.00050926483046354997 -0.005596452756004025 -0.00097491754268941896 -0.0069253647316265161 -0.00091577051535022169 -0.0034854635970988121 -0.0051705236273470855 -0.00067790505354851515 -0.0047160494759694296 -0.0037091482264249784 0.0027007216695993704 -0.0058340507553802544 -0.0012319509948078816 -0.0022711691670957708 -0.0041944933774637752 0.0010899153010670213 0.0010596248788590755 -0.0020106540924636498 0.0014872403220576962 0.00091648802418340064 0.0038116974296705576 -0.0045335287757492307 0.0023807400289970714 -0.0070231124200832206 -0.0062831323848572852 -0.0056017599184659886 -0.0032158822065711996
leaf_weight=12235 15118 10088 3215 7222 3864 1619 12390 25521 5610 60162 31631 18039 46582 9874 94663 2276 24891 5963 34909 2611 51506 13950 5774 650638 27508 1950 81043 46774 7330 10960
leaf_count=12235 15118 10088 3215 7222 3864 1619 12390 25521 5610 60162 31631 18039 46582 9874 94663 2276 24891 5963 34909 2611 51506 13950 5774 650638 27508 1950 81043 46774 7330 10960
internal_value=-4.07499e-06 0.00322625 -0.00430729 -0.00531641 -0.00202441 0.00370757 -0.00343756 -0.000573326 -0.00596996 -0.00398004 -0.00112991 -0.00265421 -0.00439927 0.000693318 -0.00610174 -0.00256825 -0.0032985 -0.00230002 0.000242867 -0.00345604 -0.00196084 -1.52654e-05 -0.00171559 0.00379982 -0.00554123 -0.00170284 -0.00661496 -0.00598352 -0.0045664 -0.0021408
internal_weight=1.32592e+06 757373 568543 394263 174280 672219 67555 85154 264776 129487 106725 55165 109355 19962 255598 24724 42930 9178 60430 49193 61144 45581 57280 652257 122171 20132 133427 52384 9606 18182
internal_count=1325916 757373 568543 394263 174280 672219 67555 85154 264776 129487 106725 55165 109355 19962 255598 24724 42930 9178 60430 49193 61144 45581 57280 652257 122171 20132 133427 52384 9606 18182
is_linear=0
shrinkage=0.05


Tree=31
num_leaves=31
num_cat=5
split_feature=57 91 90 62 88 81 90 102 60 136 92 16 112 24 30 136 112 112 99 56 136 52 72 89 91 4 28 77 136 136
split_gain=6661.41 594.283 382.854 122.026 99.4441 68.5024 57.6055 48.3634 42.6717 41.6031 39.6006 38.8613 26.3177 24.6166 23.5643 23.1582 22.2672 20.9508 18.9785 18.2639 17.2598 16.8608 17.7572 16.6684 16.4737 14.5994 13.8918 13.5309 13.1824 12.8186
threshold=205.58829498291018 -0.059111962094902985 -0.7848381996154784 0.39243930578231817 -0.54547560214996327 228.6797790527344 -0.10838020965456961 0.38542862236499792 0.35377718508243566 0 -0.25985422730445856 11.775000095367433 -0.19936034083366391 220.50000000000003 1019.9500122070314 1 -0.84335932135581959 -0.70088258385658253 -0.58671838045120228 191.88607025146487 2 0.86500000953674328 0.73197439312934887 -0.93851083517074574 -0.76377457380294789 5.8500001430511483 1017.6499938964845 15.434999942779543 3 4
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 1 1
left_child=1 5 3 11 8 16 29 23 18 14 -9 15 26 -13 19 -2 -1 -10 -4 -7 25 22 -17 -5 -11 -12 -6 -18 -28 -3
right_child=2 6 4 7 12 9 -8 10 17 24 20 13 -14 -15 -16 21 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.006092046345913614 -0.0010751895985899249 -0.0015057014050751281 -0.0020282301181867211 -0.0064289487800728478 -0.00057939265165535237 0.0026361489182807722 0.0036114111892048615 -0.0024788858052816006 -0.0042170034067634419 -0.002348554120987033 -0.0050714833639788912 -0.00099151474103509416 0.0024201596650664861 -0.0062101430626985326 -0.0041752031553968384 -0.00024294903305950011 -0.0013080659999082933 -0.0026080135126428285 0.0014878818393399538 0.00052598587754664687 -0.005538235414788332 -0.0040833350146855796 -0.0045193806337609187 -0.0053854256493780783 -0.0003649103626249982 -0.0029025772302264494 0.00034652844505486495 -0.0072830025005675234 -0.0036377914906012623 0.0015364671469047511
leaf_weight=5817 17850 4627 25331 119163 41625 16632 650818 15878 60083 15827 18366 2713 6330 13525 2031 7189 7386 30503 4523 26741 80400 22673 3665 56370 30903 13434 2817 1087 7926 13683
leaf_count=5817 17850 4627 25331 119163 41625 16632 650818 15878 60083 15827 18366 2713 6330 13525 2031 7189 7386 30503 4523 26741 80400 22673 3665 56370 30903 13434 2817 1087 7926 13683
internal_value=-3.87135e-06 0.00298161 -0.0042109 -0.00512699 -0.0023125 -0.00048892 0.0035336 -0.00555479 -0.00313492 1.06648e-05 -0.00481601 -0.00320604 -0.000625021 -0.00533823 0.00108843 -0.00253215 -0.00370997 -0.00367521 -0.00149553 0.00133516 -0.00514675 -0.00330654 -0.00168694 -0.00609384 -0.00103653 -0.00415392 -0.000993108 -0.00207459 -0.0025961 0.000767717
internal_weight=1.32592e+06 775552 550364 371226 179138 106424 669128 303611 120440 92134 128078 67615 58698 16238 45404 51377 14290 90586 29854 43373 112200 33527 10854 175533 46730 31800 52368 8473 10743 18310
internal_count=1325916 775552 550364 371226 179138 106424 669128 303611 120440 92134 128078 67615 58698 16238 45404 51377 14290 90586 29854 43373 112200 33527 10854 175533 46730 31800 52368 8473 10743 18310
cat_boundaries=0 1 2 3 4 5
cat_threshold=802 306 1296 18 7360
is_linear=0
shrinkage=0.05


Tree=32
num_leaves=31
num_cat=6
split_feature=90 57 96 112 56 92 82 61 136 53 136 136 136 91 136 16 29 112 16 54 4 57 75 52 124 92 60 136 52 29
split_gain=6022.96 457.937 416.79 120.33 89.9628 83.1156 52.9378 52.9173 40.7776 37.5862 34.6298 32.391 31.8576 28.7248 26.1358 26.8973 25.6387 25.4823 24.3916 22.9828 22.0684 21.0499 20.3278 17.9845 16.6073 15.879 14.928 16.8907 15.838 14.3597
threshold=-0.29471184313297266 245.10982513427737 -0.53709357976913441 -0.82409480214118946 213.0426940917969 -0.54087775945663441 246.67146301269534 0.35466735064983373 0 0.34499999880790716 1 2 3 -0.27129027247428888 4 12.50999975204468 1020.2500000000001 -0.8703225553035735 8.7100000381469744 2.8449999094009404 7.6499998569488534 178.88728332519534 0.64891961216926586 0.46500000357627874 0.96359375119209301 -0.17074259370565412 0.32845993340015417 5 0.10500000044703485 1016.6499938964845
decision_type=2 2 2 2 2 2 2 2 1 2 1 1 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=1 4 5 9 11 10 -6 23 17 22 -2 -1 20 -4 -11 25 26 29 -7 -12 -9 -21 -3 -5 -22 -16 -10 28 -28 -8
right_child=2 3 13 7 6 18 8 12 16 14 19 -13 -14 -15 15 -17 -18 -19 -20 21 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00064772449406837586 -0.0027972456924549864 0.00062430114886466632 0.00081719373571281177 0.0017721863292821411 -0.0062831916665203463 -0.00079696865903615107 -0.0012544630627562958 -0.0039438548951489074 -0.0012055398706784862 -0.0061676101191843226 0.00015065499872227544 -0.001426909369586011 -0.0048063147787980199 0.0034342174242491825 -0.0027207120545631597 -0.0056507125269668872 -0.0061446037177599914 0.00019734315945480437 -0.0035958930911799041 0.0048293341005466832 -0.0022925975483799681 0.0015313946899703573 -0.0042052446412345719 -0.002144588111216132 0.0023302076803661718 -0.0047265201127070023 0.00067623713291645128 -0.0025862429092797534 -0.0053838644390748289 -0.0049947074650803815
leaf_weight=35917 5789 3603 10658 3330 9404 14525 6047 29626 12455 104413 25016 39492 67374 647116 13212 88232 6112 20087 16772 6088 15413 23573 5512 24446 2223 38972 1198 34076 10777 4458
leaf_count=35917 5789 3603 10658 3330 9404 14525 6047 29626 12455 104413 25016 39492 67374 647116 13212 88232 6112 20087 16772 6088 15413 23573 5512 24446 2223 38972 1198 34076 10777 4458
internal_value=-3.68143e-06 -0.00384658 0.00295143 -0.0047964 -0.00175537 -0.000205292 -0.00270435 -0.00363305 -0.00235086 -0.00544881 0.000877321 -0.000438873 -0.00410748 0.00339181 -0.00556618 -0.00511815 -0.00306272 -0.000845961 -0.00229691 0.00126665 -0.00310959 0.00220831 -0.00229621 -0.00167502 -0.0017099 -0.00421869 -0.00274128 -0.00315664 -0.00477361 -0.00284171
internal_weight=1.32592e+06 576379 749537 396356 180023 91763 104614 142412 95210 253944 60466 75409 114636 657774 244829 140416 64618 30592 31297 54677 47262 29661 9115 27776 17636 52184 58506 46051 11975 10505
internal_count=1325916 576379 749537 396356 180023 91763 104614 142412 95210 253944 60466 75409 114636 657774 244829 140416 64618 30592 31297 54677 47262 29661 9115 27776 17636 52184 58506 46051 11975 10505
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=306 6288 802 1328 6340 2176
is_linear=0
shrinkage=0.05


Tree=33
num_leaves=31
num_cat=7
split_feature=59 90 89 61 88 92 26 89 63 16 16 116 92 63 81 136 136 90 112 56 136 16 112 73 136 136 136 136 92 112
split_gain=5442.81 417.072 411.271 134.739 88.4141 44.1759 41.8452 36.578 33.2754 31.1168 27.2732 26.8036 25.691 24.1309 21.5794 21.5509 20.3854 17.5097 16.0142 15.5559 15.4424 14.0253 20.0107 13.4778 13.2026 12.7438 12.3031 12.2003 12.5896 12.1909
threshold=199.76249694824222 -0.091951437294483171 -0.74988755583763111 0.37052240967750555 -0.4918005615472793 -0.28447787463665003 294.50000000000006 -0.1846557408571243 0.3550038635730744 11.775000095367433 9.5450000762939471 -0.79332312941551197 -0.30888347327709192 0.36703957617282873 258.29141235351568 0 1 -0.9425828456878661 -0.58068084716796864 186.40535736083987 2 9.5450000762939471 -0.64942333102226246 0.44777543842792517 3 4 5 6 -0.25985422730445856 -0.49240480363368982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 1 2 2 2 1 1 1 1 2 2
left_child=1 5 3 9 8 15 17 -3 21 13 -7 -11 25 23 24 19 29 -5 -12 -1 -14 -4 -23 -2 -10 -8 -25 -16 -29 -6
right_child=2 7 4 6 16 10 12 -9 14 11 18 -13 20 -15 27 -17 -18 -19 -20 -21 -22 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.0029348781285210112 0.0016849666005682518 0.00086281277830327341 -0.00024111764246695052 -0.0058338004402746363 -0.00017067667870302852 -0.00061819853916898911 -0.0044971502607024294 0.0032611100371597182 -0.003247073839909723 0.00034602106626287763 -0.0046110967085824812 -0.0057731835607851946 -0.0037482936687732952 -0.0030039995573251754 -0.0043489618876118357 -0.00078484349601612836 -0.0012812248005035975 -0.0048200547274437214 0.00062918430130583247 0.0004434890808763541 -0.0049626098638801772 -0.0039620422862859826 0.00044188227062254276 0.00039194492625550987 -0.0064895780315318945 -0.0016122636475343266 -0.0022064263735923541 -0.0016642571170255309 -0.0031256076702268574 0.0016961040987644263
leaf_weight=8577 4551 16295 17777 122598 25488 12498 5683 653274 6003 2177 10944 10055 37899 23705 10067 28119 29067 65274 1682 23248 87689 7660 3889 6896 6768 11823 13421 26951 32524 13314
leaf_count=8577 4551 16295 17777 122598 25488 12498 5683 653274 6003 2177 10944 10055 37899 23705 10067 28119 29067 65274 1682 23248 87689 7660 3889 6896 6768 11823 13421 26951 32524 13314
internal_value=-3.50385e-06 0.00278376 -0.00368538 -0.00459348 -0.00170347 -0.000514012 -0.00499093 0.00320274 -0.00256867 -0.00243015 -0.00227399 -0.00468411 -0.00434672 -0.00186254 -0.00308391 0.000223639 -0.000280282 -0.00548159 -0.003913 0.00111458 -0.00459686 -0.00112245 -0.00247907 -0.000774468 -0.00497307 -0.00255228 -0.00132538 -0.00273698 -0.00246298 0.000469744
internal_weight=1.32592e+06 754637 571279 391771 179508 85068 330966 669569 111639 60805 25124 12232 143094 48573 82313 59944 67869 187872 12626 31825 125588 29326 11549 24868 12771 17506 20317 69542 59475 38802
internal_count=1325916 754637 571279 391771 179508 85068 330966 669569 111639 60805 25124 12232 143094 48573 82313 59944 67869 187872 12626 31825 125588 29326 11549 24868 12771 17506 20317 69542 59475 38802
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=802 822 1296 1824 7328 274 6272
is_linear=0
shrinkage=0.05


Tree=34
num_leaves=31
num_cat=6
split_feature=89 90 92 119 136 81 59 52 30 53 12 136 112 99 136 52 136 82 136 136 31 68 76 75 73 52 88 29 59 41
split_gain=4924.81 454.44 294.098 103.133 65.9676 52.1536 46.9595 45.7215 44.6838 44.4138 32.5379 32.2311 31.2288 27.5766 24.6814 24.447 22.6862 22.451 20.6883 20.5035 20.2147 18.7952 18.3917 17.454 16.7964 15.3949 14.6332 14.148 13.7335 12.5158
threshold=-0.41927741467952723 -0.057956635951995843 -0.38567222654819483 0.58068084716796886 0 228.6797790527344 212.31536865234378 1.0049999952316286 1020.0499877929689 0.30500000715255743 2.7749999761581425 1 -0.30069434642791742 -0.86989569664001454 2 4.5650000572204599 3 330.43385314941412 4 5 1020.2500000000001 285.33639526367193 20.425000190734867 0.53342527151107799 0.4621089398860932 0.50499999523162853 -0.17111548036336896 1017.8500061035157 193.68411254882815 15.050000190734865
decision_type=2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2 1 2 1 1 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 9 23 18 -3 17 10 24 13 -11 16 28 22 27 -7 -5 -2 -15 26 -17 -9 25 -4 -1 -18 29 -6 -13
right_child=1 6 3 7 8 12 -8 14 -10 11 -12 15 -14 19 -16 21 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023156722361431952 -0.0018311532795362722 0.0030840978330198381 0.0031892485974651923 -0.0014696635538825422 0.00036442781576496617 -0.0025212297106461867 -8.4344761002092428e-05 -0.0035532460763458562 -0.0044964373216610821 -0.0056500647968731159 -0.0051109590923204534 -0.0027632418204049892 0.0018239872066384826 0.0019405639825913427 -0.0046212999156834576 -0.0056405409926837463 -0.00038333333432825022 0.0036297349154649121 -0.0058124550240879246 -0.00043602962694677108 -0.0036586063419527062 -0.0043713292741732494 -0.0018684544905105329 -0.0045713577949006573 -0.0024896813008545384 -0.0030836378149140375 0.0013514207703943697 -0.0046040593421669751 -0.0018795657637158448 0.0031776685533063706
leaf_weight=1788 8824 660559 1533 13589 8095 11616 11905 48589 9340 111653 4377 18966 18074 11824 34264 47296 43428 2566 5199 38920 3798 76105 24299 21526 8642 5046 16882 13050 43233 930
leaf_count=1788 8824 660559 1533 13589 8095 11616 11905 48589 9340 111653 4377 18966 18074 11824 34264 47296 43428 2566 5199 38920 3798 76105 24299 21526 8642 5046 16882 13050 43233 930
internal_value=-3.34097e-06 0.00254484 -0.00364739 -0.00434296 -0.0017101 -0.000468616 0.00302801 -0.0031393 -0.00118038 -0.0048765 -0.000889533 -0.0049996 -4.34249e-05 -0.000708512 -0.00351315 -0.00453443 -0.000489144 -0.000659694 -0.00331266 0.000118044 -0.000120529 -0.00485778 -0.00299117 -0.00387108 -0.00163407 -0.001671 0.00010226 -0.00332469 -0.00152566 -0.00248555
internal_weight=1.32592e+06 780285 545631 401482 144149 107821 672464 123307 115789 278175 106449 268000 93798 102072 107152 156347 75724 16155 14023 50744 64108 123401 72888 28360 10175 6834 60310 32946 51328 19896
internal_count=1325916 780285 545631 401482 144149 107821 672464 123307 115789 278175 106449 268000 93798 102072 107152 156347 75724 16155 14023 50744 64108 123401 72888 28360 10175 6834 60310 32946 51328 19896
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=6272 6340 1299 5248 1840 34
is_linear=0
shrinkage=0.05


Tree=35
num_leaves=31
num_cat=4
split_feature=88 89 91 52 52 90 136 136 91 102 112 58 53 108 56 73 112 136 52 29 136 2 112 82 52 58 62 61 6 80
split_gain=4439.66 447.157 232.325 73.2464 64.8389 55.2631 54.0797 53.6211 49.5175 33.45 28.3676 27.1159 25.0541 24.7025 21.417 19.5507 19.346 18.8772 17.627 16.1011 15.6327 15.5775 14.6693 14.0689 12.0452 12.0057 15.6952 14.0575 11.9616 11.7587
threshold=-0.46393842995166773 -0.057281285524368279 -0.76377457380294789 4.7650001049041757 5.4049999713897714 -0.85758689045906056 0 1 -0.67377072572708119 0.28224042057991033 -0.16504132002592084 246.85449218750003 6.7249999046325692 0.0084806210361421126 256.79029846191412 0.58529695868492138 -0.33379416167736048 2 0.30500000715255743 1017.3500061035157 3 234.50000000000003 -0.66259482502937306 275.19125366210943 1.235000014305115 184.47265625000003 0.50102007389068615 0.35466735064983373 5.9500000476837167 273.35574340820318
decision_type=2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 6 12 16 24 -3 -5 17 -9 -2 -6 -11 18 19 29 -8 21 -16 -4 -15 -20 -1 26 -10 -27 -19 -7
right_child=1 8 4 9 13 10 15 11 25 14 -12 -13 -14 22 20 -17 -18 28 23 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0015989653699942073 -0.0019011582605670118 -0.00065947644251572685 -0.0011540375206695386 -0.0054394721687056925 -0.0059538869982162434 -0.00098573116308605735 0.0028678856730076771 -0.0025990069457229358 0.0029370426526699944 -0.0021863531454393405 0.0021718828083208803 -0.0042594228966588996 -0.0062325452859521074 -0.0034293699985290882 -0.0035570679800466555 -0.0026541146367025053 0.0031700955977076554 -0.00048397406536849086 -0.0046372535516504346 -0.0020189402743672046 -0.0047654922891396476 0.001602110899851023 -0.0016305341982318037 -0.00082281789401341537 -0.0015070259776784152 -2.38953240848771e-05 0.0059883912096073705 0.0029509655242197699 -0.0024336104847456348 0.00082382499664610366
leaf_weight=3811 18854 9784 8022 97685 7346 12057 2814 37077 644627 11655 13704 73000 4057 35641 37790 42126 5390 22025 2812 7914 94868 14204 16618 17224 17251 7416 4242 8549 12239 35149
leaf_count=3811 18854 9784 8022 97685 7346 12057 2814 37077 644627 11655 13704 73000 4057 35641 37790 42126 5390 22025 2812 7914 94868 14204 16618 17224 17251 7416 4242 8549 12239 35149
internal_value=1.899e-06 0.00237486 -0.00352564 -0.00420928 -0.00193242 -0.000463558 -0.00115756 -0.00325765 0.0028717 -0.00472497 6.71471e-05 -0.00369981 -0.00266815 -0.00323898 -0.00424133 -0.00201504 0.000411019 -0.000286889 -0.000837722 -8.22561e-05 -0.00442188 0.000607338 -0.00285735 -0.00135816 -0.000944573 0.00292366 0.00295699 0.00156909 -0.00118003 0.000361565
internal_weight=1.32595e+06 792703 533248 373137 160111 118085 100506 131139 674618 241998 95174 110077 22911 59605 144313 64976 35530 81470 22850 30140 132658 22226 52259 20036 21062 664834 648869 15965 34264 47206
internal_count=1325951 792703 533248 373137 160111 118085 100506 131139 674618 241998 95174 110077 22911 59605 144313 64976 35530 81470 22850 30140 132658 22226 52259 20036 21062 664834 648869 15965 34264 47206
cat_boundaries=0 1 2 3 4
cat_threshold=306 274 822 1296
is_linear=0
shrinkage=0.05


Tree=36
num_leaves=31
num_cat=5
split_feature=90 56 56 118 112 16 136 112 57 52 52 16 74 136 12 37 111 136 109 8 136 24 122 125 75 136 30 52 82 62
split_gain=4016.28 334.442 269.288 76.8266 68.241 50.9231 42.3602 41.9467 38.7251 34.8556 31.6006 26.0334 24.5742 22.5579 21.8065 21.1214 29.9172 20.9451 18.7378 18.5328 18.3196 17.722 16.8961 16.5851 15.6779 14.4884 14.3195 14.0159 13.1898 12.2344
threshold=-0.38199327886104578 188.40964508056643 251.5610275268555 0.53727915883064281 -0.88697704672813404 12.50999975204468 0 -0.8703225553035735 243.45499420166018 1.1950000524520876 0.34499999880790716 12.50999975204468 0.48409177362918859 1 2.7350000143051152 16.250000000000004 0.078430637717247023 2 0.30778254568576818 9.5500001907348651 3 206.50000000000003 -1.0000000180025095e-35 0.97988739609718334 0.62128567695617687 4 1017.2500000000001 1.0649999976158144 248.2016525268555 0.37284570932388311
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 1 2 2 2 2 1 2 2 2 2
left_child=2 8 4 10 5 12 15 11 18 23 24 -3 -1 19 -8 16 -6 27 21 -11 22 -2 -9 -5 -4 -14 -27 -12 -22 -18
right_child=1 7 3 9 6 -7 14 20 -10 13 17 -13 25 -15 -16 -17 29 -19 -20 -21 28 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00048394579661994444 0.0027580220674460806 -0.0014610447956435583 0.001556057449124832 -0.0013631134054695564 -0.0041321602716911732 -0.0058096669536957376 -0.0018885511545051062 0.0015415676565826957 -0.0013240482733295452 -0.0033021599885471632 3.7394057621124941e-05 -0.0056016605414499002 -0.003932716996492564 -0.0040154922306492973 -0.0062000367234352092 0.0014088644786838923 0.00053222480649142234 -0.0049335015186071076 0.0027911661815808956 -0.0014701038567127528 -0.0038570089921287926 -0.0014366667543833263 -0.00066422456354861884 0.0038529717882107603 -0.0030874292489545731 -0.0011005793740387461 -0.0036543745869089582 -0.0039851377302635464 -0.00043612642734520236 -0.00096988738238718312
leaf_weight=6881 4937 18685 2802 12740 5678 13029 42702 27303 5859 38628 2254 4764 15745 60807 3149 15173 23870 172537 661755 21480 3154 5139 12729 1731 5175 15893 8385 55166 26430 31371
leaf_count=6881 4937 18685 2802 12740 5678 13029 42702 27303 5859 38628 2254 4764 15745 60807 3149 15173 23870 172537 661755 21480 3154 5139 12729 1731 5175 15893 8385 55166 26430 31371
internal_value=1.80094e-06 0.00233732 -0.0032405 -0.0040091 -0.00166286 -0.00304436 -0.000983875 -0.000473253 0.00272329 -0.00305822 -0.00455016 -0.00230227 -0.00227621 -0.00333576 -0.00218418 -0.00026028 -0.000676054 -0.00465748 0.00275858 -0.00264702 0.000142822 0.000618631 0.000839981 -0.000739173 -0.00145636 -0.00275075 -0.00198178 -0.00382657 -0.000800562 -0.000320815
internal_weight=1.32595e+06 770755 555196 373320 181876 59933 121943 93065 677690 135386 237934 23449 46904 120915 45851 76092 60919 229957 671831 60108 69616 10076 40032 14471 7977 40023 24278 57420 29584 55241
internal_count=1325951 770755 555196 373320 181876 59933 121943 93065 677690 135386 237934 23449 46904 120915 45851 76092 60919 229957 671831 60108 69616 10076 40032 14471 7977 40023 24278 57420 29584 55241
cat_boundaries=0 1 2 3 4 5
cat_threshold=819 1298 1328 818 6288
is_linear=0
shrinkage=0.05


Tree=37
num_leaves=31
num_cat=4
split_feature=59 88 97 60 90 93 25 62 80 92 112 136 29 93 88 16 24 4 136 136 96 72 20 24 53 136 97 31 39 28
split_gain=3641.28 284.168 258.937 79.6292 68.7092 53.6035 34.5919 33.0968 26.8796 26.5017 21.1847 20.705 19.5081 19.0263 17.2699 17.1425 17.349 16.0203 16.6931 15.5542 14.853 14.6469 14.5817 14.5487 14.1587 13.3876 12.6352 12.1231 11.4745 11.3951
threshold=199.76249694824222 -0.77930656075477589 -0.57495078444480885 0.34352378547191625 -0.52788767218589772 -0.8709520399570464 290.50000000000006 0.3256306797266007 249.83571624755862 -0.17074259370565412 -0.39873388409614557 0 1020.4500122070314 -0.35851968824863428 -0.21250814944505689 12.50999975204468 222.50000000000003 7.0499999523162851 1 2 -0.48342461884021753 0.36038757860660559 5.6849999427795419 295.50000000000006 0.46500000357627874 3 -0.8662169575691222 1020.0499877929689 16.849999427795414 1018.4500122070314
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 1 2 2 2 2 2 1 2 2 2 2
left_child=2 3 5 15 7 14 22 24 -7 -8 23 -9 21 -13 27 19 -17 -11 -19 -2 -4 -10 -5 28 -3 -23 -15 -1 -6 -26
right_child=1 4 20 6 10 8 9 11 12 17 -12 13 -14 26 -16 16 -18 18 -20 -21 -22 25 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00043008438803102464 -5.6203692162151668e-05 0.0023232070647229088 0.00080807821399537659 -0.0032820213254148877 -0.0024476575364500135 -0.0047474739803296277 -0.0019864057235971194 -0.0041381296958889462 0.0027998225280996061 -0.0042237953642744385 0.0013765159827583376 -0.0013464595347060049 -0.004313540454446054 -0.0042656902438983329 0.0021961843190115822 7.6247776075329289e-05 -0.0058323455977728001 -0.0015537903546549885 -0.0036371859992432262 -0.0021794212766793621 0.0026637117552594678 0.00018497399289720061 -0.0047689580828436376 -7.2311331167148452e-05 -0.00045541933899639203 -0.0016774493880597459 -0.0024180425962961952 -0.0054545628214587591 0.00016012377672940163 -0.0035384412765806124
leaf_weight=22894 13709 3751 10966 18600 15376 5009 22633 17491 2981 91939 15754 34660 3813 12255 20076 1708 4557 12798 39287 23287 648877 17596 145196 35013 16190 21360 37774 910 5813 3678
leaf_count=22894 13709 3751 10966 18600 15376 5009 22633 17491 2981 91939 15754 34660 3813 12255 20076 1708 4557 12798 39287 23287 648877 17596 145196 35013 16190 21360 37774 910 5813 3678
internal_value=1.70603e-06 -0.00300895 0.00228207 -0.00382002 -0.00147621 -0.000163764 -0.00408409 -0.00218108 -0.00127015 -0.00357694 -0.000243907 -0.002571 -0.000889436 -0.00224658 0.00111607 -0.00180284 -0.00422151 -0.00382688 -0.00312626 -0.00139326 0.00263287 -0.000578109 -0.00460011 -0.000698129 -0.000494232 -0.000836596 -0.00287064 0.000205121 -0.00173224 -0.00102615
internal_weight=1.32595e+06 571469 754482 373714 197755 94639 330453 125799 50759 166657 71956 102180 45750 84689 43880 43261 6265 144024 52085 36996 659843 41937 163796 56202 23619 38956 50029 23804 21189 19868
internal_count=1325951 571469 754482 373714 197755 94639 330453 125799 50759 166657 71956 102180 45750 84689 43880 43261 6265 144024 52085 36996 659843 41937 163796 56202 23619 38956 50029 23804 21189 19868
cat_boundaries=0 1 2 3 4
cat_threshold=6272 1296 306 818
is_linear=0
shrinkage=0.05


Tree=38
num_leaves=31
num_cat=2
split_feature=89 88 90 62 88 81 102 72 91 111 92 31 16 112 136 63 136 8 60 98 57 112 52 60 61 28 12 99 112 28
split_gain=3295.24 295.017 194.118 69.2593 46.2461 42.0147 32.862 31.9091 29.798 26.796 26.2949 21.7139 20.4597 18.5039 17.6361 16.7321 16.439 14.9764 14.3449 18.8156 12.699 12.643 12.5671 12.1942 11.7008 11.5334 11.0957 11.0234 10.9758 10.6371
threshold=-0.41927741467952723 -0.059608366340398782 -0.7848381996154784 0.34626898169517523 -0.52773207426071156 241.31137847900393 0.37883852422237402 0.46259094774723059 -0.68513429164886464 -0.55228257179260243 -0.21190297603607175 1018.2500000000001 8.7100000381469744 -0.16504132002592084 0 0.390663892030716 1 7.5499999523162851 0.52454069256782543 -0.339392140507698 256.77029418945318 -0.19936034083366391 4.305000066757203 0.35558496415615087 0.30310297012329107 1017.6499938964845 2.5149999856948857 -0.92075166106224049 -0.91702514886856068 1019.1499938964845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 12 7 14 20 22 -3 -9 -8 13 24 16 -2 29 -7 -12 19 23 26 25 -4 -10 -1 -6 -5 -17 -14 -11
right_child=1 8 4 6 21 11 10 9 18 15 17 -13 28 -15 -16 27 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013538083463630654 -0.0053624364873170148 -0.0003532232516081145 0.00092135031635630696 -0.0031611008732920238 -0.00030338367342684403 -0.0013438335051400943 -0.0017208876749038482 -0.0061161578394090324 -0.00030255858881759475 -0.00094477637079431402 -0.0041010471326788983 -0.001925266363304656 -0.0040937996090615854 0.0023719727122746108 -0.0016493803136118233 -0.0037354220981229806 0.00047768254447013196 -0.0029754421143842157 0.0048321725824354705 0.0025336235425638294 -0.0045263549999200554 0.001771717336209329 -0.0024462835329178683 0.002362408364907264 -0.0013646732310270823 -0.002233652230862828 -0.0056536435313287422 -0.0023338516821510822 -0.0018746051755486504 -0.003448601519160282
leaf_weight=6132 4636 9195 10660 32776 39756 16019 22113 4789 9769 26871 66093 12083 8538 9902 10369 19383 54499 53449 6600 639840 147383 5890 3743 7657 11166 9609 5169 50788 16037 5037
leaf_count=6132 4636 9195 10660 32776 39756 16019 22113 4789 9769 26871 66093 12083 8538 9902 10369 19383 54499 53449 6600 639840 147383 5890 3743 7657 11166 9609 5169 50788 16037 5037
internal_value=1.61578e-06 0.00208512 -0.00298037 -0.00363294 -0.0016168 -0.000347052 -0.00387812 -0.00216307 0.00247361 -0.00246082 -0.00330478 5.10467e-05 -0.00171835 0.000347985 -0.00280125 -0.00228934 6.37807e-05 -0.00359777 0.00251277 0.00248947 -0.00431635 -0.000417864 4.61817e-05 0.00086843 -0.000400994 -0.000679114 -0.00350064 -0.002721 -0.00264561 -0.00134003
internal_weight=1.32595e+06 780569 545382 368856 176526 107508 326983 121271 673061 106868 141655 92503 41873 80420 15005 102079 70518 119542 663866 657266 185328 55255 14403 17426 17298 49365 37945 70171 24575 31908
internal_count=1325951 780569 545382 368856 176526 107508 326983 121271 673061 106868 141655 92503 41873 80420 15005 102079 70518 119542 663866 657266 185328 55255 14403 17426 17298 49365 37945 70171 24575 31908
cat_boundaries=0 1 2
cat_threshold=6337 7312
is_linear=0
shrinkage=0.05


Tree=39
num_leaves=31
num_cat=2
split_feature=59 89 57 61 112 16 136 112 16 56 136 17 16 72 31 12 53 108 109 113 81 55 63 53 112 116 57 117 56 56
split_gain=2978.47 237.07 208.727 88.5084 46.2485 45.6978 30.3382 27.999 29.2022 27.3301 27.0329 22.8746 19.9472 16.9231 16.0528 16.7105 15.5916 15.4651 14.8861 15.0169 14.3975 14.21 14.0035 14.0263 13.8216 13.5715 13.2186 12.5309 12.5265 12.2539
threshold=199.76249694824222 -0.74552932381629933 185.97919464111331 0.34423699975013738 -0.43049471080303187 11.120000362396242 0 -0.77159520983695973 11.120000362396242 251.5610275268555 1 12.50999975204468 12.50999975204468 0.49543279409408575 1019.7500000000001 2.4750000238418584 0.2650000005960465 -0.82234111428260792 -0.82494404911994923 -0.19936034083366391 257.57116699218756 0.38499999046325689 0.31745356321334844 0.58499997854232799 -0.68832838535308827 -0.46173103153705591 187.94820404052737 -0.88697704672813404 179.49192047119143 255.31589508056643
decision_type=2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 12 5 10 16 8 -4 -1 14 29 22 21 15 26 -5 -6 -9 -20 -15 -12 23 -2 -7 -14 -3 -13 -19 -8
right_child=1 4 7 6 17 24 11 18 -10 -11 13 27 25 20 -16 -17 -18 28 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023864374336616473 0.0035265744013437475 0.0019999004818352993 -0.00041270226657773599 -0.0018584650916156676 -0.0037297449795517935 -0.0033574939839866695 -0.0017815435373872729 -0.0050767913349591886 -0.0035411538582213586 -0.0015636285892198756 0.0038608878808849209 0.00019821198398758678 -0.00091105762131662256 -0.0049065333767548307 -0.0029665564532982071 -0.0019017240116559839 -0.0043772566138397433 0.0034356129923622061 0.0002365820883488837 0.0025638749102534215 -0.0018963358835386306 -0.00094851022944637006 -0.0015888850648891875 -0.00043705070782814215 -0.0016680488752670111 -0.0053894789280306216 -2.0883029996294436e-05 -0.0038454449438497084 0.00047873585649837514 -0.0030678445885593333
leaf_weight=664994 2834 11502 25573 6447 1888 33425 25126 1164 10531 4408 2037 1949 2662 4531 4549 8235 130699 4267 39401 8411 32212 6243 25911 10508 18981 4641 27301 112843 22306 70372
leaf_count=664994 2834 11502 25573 6447 1888 33425 25126 1164 10531 4408 2037 1949 2662 4531 4549 8235 130699 4267 39401 8411 32212 6243 25911 10508 18981 4641 27301 112843 22306 70372
internal_value=1.53206e-06 -0.00272136 0.00206394 -0.00340486 -0.00120401 -0.00155676 -0.00367919 -0.000268794 -0.00132523 0.00236043 -0.000911873 -0.00330099 -0.00135763 -0.00180697 -0.000130295 0.000143969 -0.00425854 0.000642869 0.000509983 0.000645995 -0.00226754 0.000234671 -0.000911212 0.000404871 -0.00274559 -0.00375706 0.000578118 -0.00377679 0.000953541 -0.00272941
internal_weight=1.32595e+06 571469 754482 393992 177477 149016 347436 85080 36104 669402 96610 210290 46556 45023 51587 47038 137146 28461 48976 47812 36743 8280 39253 13342 52406 7303 38803 114792 26573 95498
internal_count=1325951 571469 754482 393992 177477 149016 347436 85080 36104 669402 96610 210290 46556 45023 51587 47038 137146 28461 48976 47812 36743 8280 39253 13342 52406 7303 38803 114792 26573 95498
cat_boundaries=0 1 2
cat_threshold=6340 803
is_linear=0
shrinkage=0.05


Tree=40
num_leaves=31
num_cat=0
split_feature=90 91 92 112 29 113 110 108 103 16 12 112 62 109 77 114 56 18 28 60 52 89 12 113 16 132 62 54 52 90
split_gain=2715.43 223.676 184.148 64.6095 44.0979 40.6573 38.5343 31.2072 28.6771 22.9912 19.918 19.7949 19.2245 18.8211 26.8792 17.5421 16.4477 15.6163 15.2367 14.8022 14.0256 13.454 12.5747 12.2495 12.0145 11.5595 10.8815 10.7351 10.6868 10.1186
threshold=-0.38199327886104578 -0.059111962094902985 -0.33272537589073176 -0.77159520983695973 1020.1499938964845 -0.85260769724845875 -0.27541014552116388 0.86873638629913341 -0.68468135595321644 12.50999975204468 1.9750000238418581 -0.3172925859689712 0.34051941335201269 0.34318079054355627 10.125000000000002 -0.87878364324569691 284.27226257324224 13.344999790191652 1017.7500000000001 0.29680038988590246 0.79500001668930065 -0.11093037575483321 2.7549999952316289 1.0000000180025095e-35 10.405000209808351 1014.4500122070314 0.31682591140270239 2.4750000238418584 0.14500000327825549 -0.88574340939521778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 9 6 18 10 19 -8 12 -1 22 20 14 23 17 -11 -10 -2 -5 -4 25 24 -3 -7 26 -17 -9 -21 -30
right_child=1 13 3 7 -6 11 8 27 15 16 -12 -13 -14 -15 -16 21 -18 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0019712783416986918 -0.0012650481345919018 8.4412338750175064e-05 0.00037181246086529087 -0.00073896108525341674 -0.0039563377953843832 0.00059522661452484661 0.0015514629714673475 0.001346419499121197 -0.001493882607960986 -0.0046149166353078213 -0.005809089911762942 0.0017961358836425475 -0.0033871210581709493 0.0022779418561421085 -0.0067128284631904735 0.00054885420109459051 -0.0035886324499251887 -0.004609088718997267 -0.004035447503638317 0.0043368995368973104 -0.0026593896685967924 0.0010322185877702976 -0.002619484546412382 0.0046621515621587039 -0.0010641920743865588 -0.003675399793141799 -0.0010006494135865053 -0.0012623710955408467 -0.0035369481115673099 -0.0023846506233108425
leaf_weight=8597 20553 6713 5986 9838 13801 36329 12405 6689 32314 71362 5572 17553 112898 658973 1270 14237 86194 4595 6543 522 10528 11282 4641 1868 15588 3387 55497 9607 31529 48141
leaf_count=8597 20553 6713 5986 9838 13801 36329 12405 6689 32314 71362 5572 17553 112898 658973 1270 14237 86194 4595 6543 522 10528 11282 4641 1868 15588 3387 55497 9607 31529 48141
internal_value=-7.5881e-06 0.00191402 -0.0026738 -0.00325777 -0.00125332 -0.000276646 -0.00100107 -0.00220495 -0.000738338 -0.00364786 -0.00348051 0.000329316 -0.00315405 0.00224551 7.61615e-05 -0.000972486 -0.00405347 -0.00188171 -0.00193403 -0.00256939 -0.00156064 -0.000574886 -0.000125918 0.00108094 9.69887e-05 -0.00082285 -0.0006843 -0.000191544 -0.00279395 -0.00284067
internal_weight=1.32501e+06 770031 554981 393294 161687 101207 147886 106326 133717 286968 14169 74111 129412 668824 9851 121312 157556 36909 27096 90030 16514 84403 56558 8581 51917 73121 69734 16296 80192 79670
internal_count=1325012 770031 554981 393294 161687 101207 147886 106326 133717 286968 14169 74111 129412 668824 9851 121312 157556 36909 27096 90030 16514 84403 56558 8581 51917 73121 69734 16296 80192 79670
is_linear=0
shrinkage=0.05


Tree=41
num_leaves=31
num_cat=5
split_feature=91 89 90 61 88 112 16 136 111 63 52 16 73 109 36 112 68 136 73 24 116 136 31 136 109 30 62 112 27 136
split_gain=2456.63 191.603 177.828 64.4089 48.3663 27.5177 24.7944 23.6484 23.0645 22.8372 18.5848 17.8445 17.4482 15.2806 24.9757 15.0221 14.7704 14.5418 14.0047 13.1427 12.6093 12.4829 11.6015 10.7987 11.7794 10.77 10.4823 10.1877 9.99888 9.93064
threshold=-0.32703997194766993 -0.77418282628059376 -0.091951437294483171 0.34423699975013738 -0.48268397152423853 -0.8338540494441985 11.120000362396242 0 -0.55228257179260243 0.35704743862152105 5.1749999523162851 12.50999975204468 0.32378976047039038 0.33753901720047003 15.449999809265138 -0.16504132002592084 281.66557312011724 1 0.58529695868492138 168.50000000000003 -0.79332312941551197 2 1019.3500061035157 3 0.45324015617370611 1018.2500000000001 0.50625729560852062 -0.63605400919914235 337.50000000000006 4
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 1
left_child=1 3 5 11 8 6 18 -5 -3 -10 25 12 -1 14 -4 29 -12 28 -2 -19 -13 -11 -21 24 -14 -9 -15 -23 -6 -7
right_child=2 4 13 7 17 15 -8 10 9 21 16 20 23 26 -16 -17 -18 19 -20 22 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0045838090203003824 0.0010699793603978958 -0.0052038664347724018 -0.0031398357702610521 -0.0038999613096794721 -0.0032570357472471523 0.0005781811489606255 -0.0037758580560375622 -0.0017176154538291978 -0.00047138960161362622 -0.0036147863944388566 -0.0041431757656988548 0.00051732592575595259 -0.0032412254854945984 0.0021460329929814826 0.0020840369273742326 0.0020766277578372775 -0.0030186700203383293 0.0037149823234146322 -0.0017197557113271735 0.00014930208909577863 -0.0047613842145206023 -0.0021749986121247099 -0.0022553065157027681 -0.0014998759376643274 0.0021356752072174984 -0.0032477246424230861 0.0042472254125538542 -0.0008726586370330176 0.0055872866250450777 -0.00085164024507940238
leaf_weight=1396 7775 4770 3595 133326 4872 28748 8750 34709 30259 11302 40121 1426 1329 653415 6294 10248 107297 2384 10676 55045 5474 57535 5519 29525 4361 17199 5990 20320 342 21010
leaf_count=1396 7775 4770 3595 133326 4872 28748 8750 34709 30259 11302 40121 1426 1329 653415 6294 10248 107297 2384 10676 55045 5474 57535 5519 29525 4361 17199 5990 20320 342 21010
internal_value=-7.20875e-06 -0.00249072 0.00185915 -0.0031471 -0.00120707 -0.000264573 -0.00158376 -0.00338372 -0.00179447 -0.00165828 -0.00303807 -0.00133805 -0.000898466 0.00213586 0.000184975 0.000333419 -0.00332471 -0.000136874 -0.000544199 7.35064e-05 -0.00367045 -0.0020611 -6.98221e-05 -0.0011158 0.000878262 -0.0022246 0.00216512 -0.00183485 -0.00267179 -2.56068e-05
internal_weight=1.32501e+06 568511 756501 376163 192348 87207 27201 332652 124186 119416 199326 43511 36611 669294 9889 60006 147418 68162 18451 62948 6900 89157 60564 35215 5690 51908 659405 77855 5214 49758
internal_count=1325012 568511 756501 376163 192348 87207 27201 332652 124186 119416 199326 43511 36611 669294 9889 60006 147418 68162 18451 62948 6900 89157 60564 35215 5690 51908 659405 77855 5214 49758
cat_boundaries=0 1 2 3 4 5
cat_threshold=6340 4224 2176 18 818
is_linear=0
shrinkage=0.05


Tree=42
num_leaves=31
num_cat=0
split_feature=90 99 91 63 95 88 26 60 93 52 88 111 31 60 12 82 100 82 112 66 33 4 90 78 113 130 83 52 28 28
split_gain=2219.09 181.892 155.432 53.244 43.0637 35.7295 29.4661 26.9861 24.9992 22.2295 22.0156 18.3244 14.64 14.57 14.2632 13.9943 13.4035 12.6821 11.3892 11.0058 10.4548 10.4386 10.2564 10.2196 9.95902 9.89251 10.8758 9.44809 8.43726 8.42231
threshold=-0.38199327886104578 -0.5639233887195586 -0.75090360641479481 0.33447493612766271 -0.60967630147933949 -0.54547560214996327 294.50000000000006 0.32845993340015417 -0.28224040567874903 1.7749999761581423 1.0000000180025095e-35 -0.37568752467632288 1019.7500000000001 0.41701544821262365 1.6950000524520876 249.82775878906253 -0.80122983455657948 286.51057434082037 -0.5663846731185912 11.815000057220461 12.949999809265138 7.0499999523162851 -0.9425828456878661 14.135000228881838 -0.87878364324569691 125.50000000000001 285.22546386718756 0.14500000327825549 1016.8500061035157 1019.9500122070314
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 10 7 22 29 19 -1 11 14 20 -12 -2 -9 -7 23 27 -8 -13 -10 -5 -6 -11 -3 -27 -17 -18 -4
right_child=1 25 5 6 17 16 8 15 21 24 13 12 -14 -15 -16 18 28 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00012156684214477039 -0.0014029262640302808 0.0020479998290309034 0.00027778447273615035 -0.0038359345910408457 -0.002181791299227645 0.0020187572385156542 -0.0019813743229710953 -0.0042941565637318983 -0.0032852113471383464 -0.0037802717093560153 0.00078223573008415681 -0.00050014976617011138 -0.0032303176409535905 0.0041678946238830972 -0.0096173937336825333 0.0020143692773666815 -4.2080879187830174e-05 -0.00068877012918478571 -0.00043328844112051348 0.00021435462933745272 0.0010040287808827295 -0.002367759899746079 -0.0030707483386038506 -0.0069060435762965935 -0.0015273344510143517 -0.025406167813037575 -0.0022949580913021947 -0.002219649233120674 -0.001479641447003651 -0.002968615098764631
leaf_weight=17261 1584 660394 18620 127272 15993 6329 15891 6561 79008 7323 6440 16986 2732 6273 793 1344 39289 20960 11461 8905 36110 51028 66766 1233 14857 57 476 67039 13789 2238
leaf_count=17261 1584 660394 18620 127272 15993 6329 15891 6561 79008 7323 6440 16986 2732 6273 793 1344 39289 20960 11461 8905 36110 51028 66766 1233 14857 57 476 67039 13789 2238
internal_value=-6.85179e-06 0.00173028 -0.00241711 -0.00296531 -0.000161098 -0.0011399 -0.00316217 -0.00168471 -0.00264776 -0.00122401 0.00056782 0.000156101 0.000339161 0.00245283 -0.00414339 -0.00207437 -0.0001562 -0.00151483 -0.00189196 -0.00119282 0.000522825 -0.00292519 -0.00357264 -0.00251994 -0.00227117 0.0020425 -0.00476651 -0.00213643 -0.000415541 -7.05443e-05
internal_weight=1.32501e+06 770031 554981 388311 109104 166670 348870 107263 154832 39441 70918 58205 55828 12713 2377 86405 59407 38186 79844 24796 53096 130036 194038 17226 22180 660927 533 68383 53078 20858
internal_count=1325012 770031 554981 388311 109104 166670 348870 107263 154832 39441 70918 58205 55828 12713 2377 86405 59407 38186 79844 24796 53096 130036 194038 17226 22180 660927 533 68383 53078 20858
is_linear=0
shrinkage=0.05


Tree=43
num_leaves=31
num_cat=6
split_feature=91 92 97 112 136 92 31 12 108 99 52 136 62 136 20 30 52 136 52 136 2 75 91 4 75 136 56 53 31 103
split_gain=2007.07 177.582 127.006 57.994 48.8291 38.3756 33.7453 29.059 27.2026 23.0476 20.551 25.0623 20.5342 19.6441 14.9521 14.4909 14.8782 14.2711 13.7865 13.4379 14.9133 12.4384 11.9394 11.8759 11.4535 11.0914 10.1819 9.72716 9.97025 9.17132
threshold=-0.27129027247428888 -0.38567222654819483 -0.57495078444480885 -0.71322327852249134 0 -0.61203765869140614 1019.7500000000001 2.7350000143051152 0.8836825191974641 -0.89517506957054127 1.2649999856948855 1 0.47413305938243872 2 6.2850000858306894 1007.2500000000001 0.2650000005960465 3 0.2650000005960465 4 115.50000000000001 0.6663365662097932 1.0000000180025095e-35 6.2500000000000009 0.59064882993698131 5 189.3068542480469 1.8949999809265139 1007.7500000000001 0.47539421916008001
decision_type=2 2 2 2 1 2 2 2 2 2 2 1 2 1 2 2 2 1 2 1 2 2 2 2 2 1 2 2 2 2
left_child=1 4 5 10 18 13 7 9 15 26 12 23 24 22 -7 -5 25 -18 21 20 -11 -1 -2 -12 -3 -17 -6 28 -10 -9
right_child=2 3 -4 8 6 14 -8 29 27 19 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027719420400654374 0.0007920639424780101 0.00025522208905675957 0.0019502877139457144 -0.004347386982244494 0.00060061500287895953 -0.00043283043978284983 -0.0030539078829231307 -0.0062145485867656355 -0.0078593524579648761 -0.00086876474140373426 -0.0031711850158832977 -0.0037919850365189453 -0.0035366320584524769 -0.00041086673856523389 -0.0025108624401968846 0.011214510930363226 -0.0013670358202861818 -0.0030737159913959635 -0.0031534212724036422 -5.1320214621018403e-05 0.0020007393871500621 -0.0026335217558798515 0.0028324154815588991 -0.0023181829782079051 -0.0019511195752189858 0.00089030780241319829 -0.0011727964678048862 -0.00069092958351412239 0.0024029568698303995 -0.0020210936302971589
leaf_weight=2013 18154 9119 657951 5954 9754 19140 11882 2377 247 5802 104532 115678 14211 20489 15804 304 39167 17863 25716 44831 20620 2258 11850 66931 16571 1552 47551 8140 5663 2888
leaf_count=2013 18154 9119 657951 5954 9754 19140 11882 2377 247 5802 104532 115678 14211 20489 15804 304 39167 17863 25716 44831 20620 2258 11850 66931 16571 1552 47551 8140 5663 2888
internal_value=-6.50922e-06 -0.00220653 0.00171478 -0.00278131 -0.000878533 -9.88465e-05 -0.000500232 -0.000273531 -0.00156449 -0.000124425 -0.00307483 -0.00322258 -0.00201157 0.0007827 -0.00137265 -0.00199669 -0.00175901 -0.00190238 -0.0027156 0.000475958 0.00137011 -8.58283e-05 0.00159736 -0.00283805 -0.00116795 0.00264656 -0.000870941 0.000430072 0.00197406 -0.00391432
internal_weight=1.32501e+06 581624 743388 405932 175692 85437 145705 133823 78890 128558 327042 287141 39901 50493 34944 64840 58886 57030 29987 71253 26422 4271 30004 171463 25690 1856 57305 14050 5910 5265
internal_count=1325012 581624 743388 405932 175692 85437 145705 133823 78890 128558 327042 287141 39901 50493 34944 64840 58886 57030 29987 71253 26422 4271 30004 171463 25690 1856 57305 14050 5910 5265
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=6272 1811 806 1331 290 2100
is_linear=0
shrinkage=0.05


Tree=44
num_leaves=31
num_cat=4
split_feature=90 91 89 63 88 136 82 60 93 52 59 112 37 136 136 16 4 98 80 110 52 29 136 69 61 3 23 64 52 37
split_gain=1815.55 160.597 103.844 48.5075 40.0093 28.006 25.2479 25.2256 23.6423 23.2602 17.125 16.7422 14.9748 14.5202 14.3146 13.9044 13.4352 12.972 12.8613 12.6628 12.6697 12.6312 12.3793 11.4378 11.3694 10.9672 10.9245 9.56998 12.7494 8.85249
threshold=-0.24638979882001874 -0.75090360641479481 -0.21077681332826612 0.3550038635730744 -0.52773207426071156 0 231.51445007324222 0.32845993340015417 -0.30631010234355921 1.2649999856948855 237.37247467041018 -0.47714059054851526 17.349999427795414 1 2 11.120000362396242 7.9500000476837167 -0.83663418889045704 231.54648590087893 0.077815879136323943 0.2650000005960465 1017.9500122070314 3 263.67936706542974 0.40450309216976171 344.50000000000006 7.5850000381469735 1.0000000180025095e-35 0.14500000327825549 16.349999427795414
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 3 6 9 7 8 13 -3 23 25 -4 15 19 18 21 -8 -10 -6 -2 20 -9 -11 -14 -5 -12 -1 -25 -7 -29 -19
right_child=2 4 10 5 17 27 11 12 16 14 24 -13 22 -15 -16 -17 -18 29 -20 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-8.8880352362666676e-05 -0.003929506404737622 -5.3354497834322522e-07 0.0018496275675737991 -0.0034458378731122455 -0.0006095775300671547 -0.0069157563439768942 8.0662479992555178e-05 0.0018036771502330285 -0.0029706337149000032 -0.0006309217575880524 -0.0013437552726577842 0.0018010841211687355 0.0026337862538372198 -0.0041913860354574487 -0.0034331525424764566 -0.0025327101089288716 -0.0019411545901367633 0.00024337435887549779 0.00085220118887666119 -0.0017755104700328849 -0.0038745187544861866 -0.003222720715028906 -0.0012206679405657036 -0.0014490131526650163 0.0039581577387742843 0.0047210201006651492 0.0008590019353827788 -0.00067192260307915306 -0.003419976544609508 0.0020600862769425631
leaf_weight=15684 2097 23408 669129 4370 39407 1895 31090 1065 120293 18426 6512 11996 3114 5745 11423 6086 43028 25909 4269 71071 12666 6311 6242 14852 1197 1282 7830 4347 145221 9047
leaf_count=15684 2097 23408 669129 4370 39407 1895 31090 1065 120293 18426 6512 11996 3114 5745 11423 6086 43028 25909 4269 71071 12666 6311 6242 14852 1197 1282 7830 4347 145221 9047
internal_value=-6.18244e-06 -0.00208181 0.00164418 -0.00265838 -0.000895308 -0.00287682 -0.000326747 -0.00146945 -0.00247251 -0.00125281 0.00182263 0.00017692 -0.00183463 -0.00237169 -0.00196945 -0.000347167 -0.00269941 1.23928e-05 -0.000721789 -0.00204407 -0.00343411 -0.00129163 6.3738e-05 -0.00110354 -0.000520511 0.00027457 -0.000652269 -0.00338462 -0.00334011 0.00071356
internal_weight=1.32501e+06 586891 738121 394962 191929 341836 61283 117566 190373 53126 676838 49172 94158 12111 36160 37176 163321 74363 6366 84802 13731 24737 9356 27052 7709 16966 22682 151463 149568 34956
internal_count=1325012 586891 738121 394962 191929 341836 61283 117566 190373 53126 676838 49172 94158 12111 36160 37176 163321 74363 6366 84802 13731 24737 9356 27052 7709 16966 22682 151463 149568 34956
cat_boundaries=0 1 2 3 4
cat_threshold=1811 790 1331 32
is_linear=0
shrinkage=0.05


Tree=45
num_leaves=31
num_cat=4
split_feature=91 57 93 117 136 30 110 53 136 82 4 28 8 136 31 56 55 88 136 2 63 31 2 34 43 29 53 82 75 92
split_gain=1637.91 152.639 119.107 44.6076 39.308 33.6048 24.0056 23.374 21.4306 18.9694 18.3679 15.9249 15.7616 19.2104 15.1846 13.7768 13.6195 13.614 13.5538 12.8831 12.2307 12.082 11.9044 13.6214 10.6284 9.98144 9.84332 13.8693 9.42791 9.2513
threshold=-0.42341330647468561 189.80003356933597 -0.35851968824863428 0.50751903653144848 0 1019.6499938964845 -0.52799448370933522 1.2749999761581423 1 330.43385314941412 5.6499998569488534 1016.2500000000001 8.8499999046325701 2 1020.1499938964845 255.31589508056643 0.064999999478459372 0.043037466704845435 3 234.50000000000003 0.25111535191535955 1008.9500122070314 190.50000000000003 13.34999990463257 9.7500000000000018 1008.8500061035157 0.2650000005960465 273.45951843261724 0.47909757494926458 -0.17074259370565412
decision_type=2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 4 16 19 10 -3 9 22 21 11 17 29 -14 26 -2 -4 -6 -18 -1 -12 -5 -8 -24 -21 -22 28 -28 -10 -9
right_child=1 6 3 7 5 -7 8 12 14 -11 20 -13 13 -15 -16 -17 18 -19 -20 24 25 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0030899067723064878 0.0017522093106561707 -0.0040739717519452301 0.00049297797618220822 -0.0049497230699628398 0.00059566772882203465 -0.0031524454298452209 -0.00062924634699728873 -0.0012225451869249974 0.0051205383189108881 0.0029721735471112004 0.0024463425805173467 -0.00092807204627413866 0.0023140570903516277 -0.0017590294005263543 -0.0043531810043324825 -0.00082075548297969524 -0.002230612404126169 0.0036283955395763575 -0.0032290845546091847 -0.0015964845264964036 -0.0035043483173698622 -0.00067619070002068195 -0.00014122486939343657 0.0018383286878054942 0.0035581751370460015 -0.00094420674006369843 -0.004011915144508515 -0.00068349737570857713 -3.7499646229250546e-05 -0.0028395982682447858
leaf_weight=21141 675186 4146 2746 1815 41791 10197 15934 10146 1297 3411 2365 16985 3054 53388 3110 5243 41690 4060 189364 19525 4366 18631 14892 20867 1054 29746 3439 34812 2795 68974
leaf_count=21141 675186 4146 2746 1815 41791 10197 15934 10146 1297 3411 2365 16985 3054 53388 3110 5243 41690 4060 189364 19525 4366 18631 14892 20867 1054 29746 3439 34812 2795 68974
internal_value=-3.64214e-06 0.00146281 -0.00210918 -0.00256781 -0.00091668 -0.000418962 -0.000348029 -0.00192289 -0.000189013 -0.000479682 -0.000138343 0.000379743 -0.00217687 -0.00153854 -0.000980858 0.00173238 -0.00300756 0.000864209 -0.00304916 -0.0022225 -0.00103081 -0.00105555 0.000507338 0.00101393 -0.00133248 -0.00127188 -0.0007334 -0.000982743 0.00159739 -0.00263223
internal_weight=1.32617e+06 781721 544449 393219 151230 109510 101292 159419 97146 23857 99313 62836 135562 56442 45453 680429 233800 45851 231054 41720 36477 20446 51693 35759 20579 34112 42343 38251 4092 79120
internal_count=1326170 781721 544449 393219 151230 109510 101292 159419 97146 23857 99313 62836 135562 56442 45453 680429 233800 45851 231054 41720 36477 20446 51693 35759 20579 34112 42343 38251 4092 79120
cat_boundaries=0 1 2 3 4
cat_threshold=6292 818 16 1296
is_linear=0
shrinkage=0.05


Tree=46
num_leaves=31
num_cat=4
split_feature=90 96 92 136 99 95 52 8 62 136 28 124 31 91 12 69 38 136 111 12 133 136 52 86 74 53 63 124 62 52
split_gain=1482.4 129.008 107.569 39.9289 37.5021 31.6819 27.7431 27.0452 25.0501 22.9417 22.8041 19.1021 18.6854 17.4338 16.5598 14.7405 13.9469 12.4421 11.9028 11.7697 11.2311 10.7531 15.4877 12.4213 10.12 11.161 10.0463 9.95533 9.91162 9.6194
threshold=-0.40342769026756281 -0.60498657822608937 -0.30888347327709192 0 -0.84498825669288624 -0.53795251250267018 1.325000047683716 7.5499999523162851 0.38879492878913885 1 1021.5499877929689 0.95878320932388317 1019.7500000000001 -0.021911344490945336 2.435000061988831 287.92378234863287 19.650000572204593 2 -0.42589704692363733 2.3649998903274541 1017.0499877929689 3 0.58499997854232799 0.88561761379241954 0.73337844014167797 0.66500002145767223 0.46851395070552831 0.63605400919914257 0.32111251354217535 0.86500000953674328
decision_type=2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2
left_child=2 5 4 7 10 12 8 -4 24 -6 14 27 13 19 17 -8 18 -1 -11 -2 -3 -7 23 -23 25 -5 -15 -9 -19 -13
right_child=1 20 3 6 9 21 15 11 -10 16 -12 29 -14 26 -16 -17 -18 28 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00058296348931304715 0.00037357697941889557 0.0016664064852681796 -0.002325422274579146 0.0018825679135752713 -0.0015512087689154353 -0.00016643199952940985 -0.0033955410817883072 -0.0019951636886182799 -0.0026313755666763482 -0.0033318411404927775 -0.0045036627283951266 0.0071468941712963989 -0.0030882634209416578 0.0011797382522976884 -0.0037662080225911512 -0.0026089854166051062 0.0039841044124910184 -0.00024757229048378882 0.00054824681330939949 -0.0026793393720032214 -0.016096525560224725 0.0012005536696259389 -0.0028670927233548256 -0.0030373656422670622 -0.0020177596950344571 -0.00106506381465164 0.003940025458145543 -0.00041175859494647232 -0.0022070475704788727 0.0012425326433957973
leaf_weight=45456 51539 666945 57618 7236 17064 11999 106779 16720 24002 2072 6047 827 3623 9568 6494 134714 2837 8148 42904 3363 89 5331 16507 2559 5299 5774 5029 24433 31035 4159
leaf_count=45456 51539 666945 57618 7236 17064 11999 106779 16720 24002 2072 6047 827 3623 9568 6494 134714 2837 8148 42904 3363 89 5331 16507 2559 5299 5774 5029 24433 31035 4159
internal_value=-3.46187e-06 0.0014029 -0.00199051 -0.00244283 -0.000908775 -0.000187565 -0.00274975 -0.0016029 -0.00156881 2.21338e-05 -0.00153025 -0.000700957 0.000412414 0.000594905 -0.00133295 -0.00295677 0.000583847 -0.00114626 0.000369495 0.000186572 0.00166404 -0.00139296 -0.00199531 -0.00017395 -0.000175844 0.000574372 0.00213072 -0.00105508 -0.00179912 0.00222186
internal_weight=1.32617e+06 776552 549618 387561 162057 109518 283804 103757 42311 64877 97180 46139 73122 69499 91133 241493 47813 84639 44976 54902 667034 36396 24397 7890 18309 13010 14597 41153 39183 4986
internal_count=1326170 776552 549618 387561 162057 109518 283804 103757 42311 64877 97180 46139 73122 69499 91133 241493 47813 84639 44976 54902 667034 36396 24397 7890 18309 13010 14597 41153 39183 4986
cat_boundaries=0 1 2 3 4
cat_threshold=1296 5252 870 770
is_linear=0
shrinkage=0.05


Tree=47
num_leaves=31
num_cat=2
split_feature=89 88 61 89 81 99 92 136 16 116 91 75 31 111 112 112 53 53 60 92 96 54 112 89 124 29 63 73 33 136
split_gain=1341.79 123.655 93.0795 58.4941 24.4667 22.8798 19.4162 18.6774 18.3367 22.8629 16.7876 13.8497 13.7817 12.8507 12.5938 12.4268 12.098 11.9067 10.9088 14.7954 13.3811 11.3044 10.7883 10.6134 10.5481 10.3139 10.0826 9.74714 9.08615 8.71318
threshold=-0.42864811420440668 -0.17111548036336896 0.35039378702640539 -0.84989130496978749 241.31137847900393 -0.72716286778450001 -0.83219844102859486 0 11.775000095367433 -0.77159520983695973 -0.74646547436714161 0.50325357913970958 1019.5499877929689 -0.42589704692363733 -0.16504132002592084 -0.26722820103168482 0.18500000238418582 0.064999999478459372 0.52454069256782543 -0.98386508226394642 -0.53709357976913441 2.0349999666213994 -0.90255093574523915 -0.96371337771415699 0.43049471080303198 1006.1499938964845 0.402782753109932 0.34281025826931005 12.650000095367433 1
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=2 4 5 7 22 8 -5 24 11 -10 26 16 14 -8 28 -15 -1 -9 20 -20 21 -12 -2 -19 -4 -13 -3 -7 -6 -30
right_child=1 10 3 6 12 27 13 17 9 -11 18 25 -14 15 -16 -17 -18 23 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0058601276486901959 -0.0042436548342018529 0.00069516704932928741 -0.0022985711268460329 -0.00027203144044047901 -0.00093127061364189098 0.003947615938308841 -0.0038265490406589318 0.00096283770933135561 0.00093879858395340746 -0.0038571789056918177 -0.0011267695184023474 -0.005078006083334489 -0.0021717943953441917 -0.001661181019283297 0.0020380966228932102 0.0014393667342711273 0.00043173073832115006 -0.0031349738007491502 0.0023838871608426256 0.0075099316810843045 0.0015999192190506316 0.0013235548940551817 -0.001303247016361167 -0.0024826017704677071 -0.00071721773490697851 -0.00082263827294709081 -0.0026879484175912887 0.00052929733091131752 -0.0012315164029897327 0.00061646338165393267
leaf_weight=1126 4621 6121 26516 29623 20337 2302 6692 2099 3347 9648 8323 1477 6807 116306 8117 3324 11602 128631 10011 1638 644934 10834 9600 120985 17508 39626 3440 22165 7549 40861
leaf_count=1126 4621 6121 26516 29623 20337 2302 6692 2099 3347 9648 8323 1477 6807 116306 8117 3324 11602 128631 10011 1638 644934 10834 9600 120985 17508 39626 3440 22165 7549 40861
internal_value=-3.28968e-06 0.00132096 -0.00191339 -0.0022077 -0.000341336 -0.000457245 -0.00142413 -0.00262088 -0.000936201 -0.00262192 0.00155841 -0.000529261 -1.54532e-05 -0.00169431 0.00017551 -0.00157503 0.000911961 -0.00278713 0.00158784 0.00310468 0.00156124 0.000258981 -0.00225871 -0.00281878 -0.0016693 -0.000975551 -0.000522061 0.000850913 -4.44064e-05 0.000328164
internal_weight=1.32617e+06 783193 542977 451684 97892 91293 155945 295739 66826 12995 685301 53831 83671 126322 76864 119630 12728 251715 675740 11649 664091 19157 14221 249616 44024 41103 9561 24467 68747 48410
internal_count=1326170 783193 542977 451684 97892 91293 155945 295739 66826 12995 685301 53831 83671 126322 76864 119630 12728 251715 675740 11649 664091 19157 14221 249616 44024 41103 9561 24467 68747 48410
cat_boundaries=0 1 2
cat_threshold=272 5248
is_linear=0
shrinkage=0.05


Tree=48
num_leaves=31
num_cat=4
split_feature=91 57 90 62 88 112 80 116 92 111 136 96 30 61 98 52 136 112 52 136 136 75 132 33 16 54 6 16 72 31
split_gain=1214.1 111.125 92.119 30.3101 27.8359 22.2334 22.0361 17.2535 19.3063 16.6316 15.1814 14.7114 14.2015 13.4395 18.5225 11.9518 12.4996 11.6521 10.8942 10.4969 10.1682 9.9503 9.49711 9.4517 9.58126 9.41545 9.25295 9.14443 9.09321 8.88072
threshold=-0.42341330647468561 182.62360382080081 -0.82130032777786244 0.31243844330310827 -0.5794195532798766 -0.16504132002592084 239.11234283447268 0.30069434642791754 -0.21190297603607175 -0.55228257179260243 0 -0.43565951287746424 1020.6499938964845 0.46442528069019323 -0.75609087944030751 1.294999957084656 1 -0.9366365075111388 2.6350001096725468 2 3 0.40858495235443121 1016.2500000000001 12.650000095367433 11.120000362396242 0.064999999478459372 5.5499999523162851 10.405000209808351 0.69486540555953991 1006.7500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 1 1 2 2 2 2 2 2 2 2 2
left_child=2 13 3 18 9 6 -3 25 19 -4 22 15 27 14 -2 16 -11 -17 -1 -9 -6 -22 23 -8 -25 -5 -23 28 -12 -18
right_child=1 5 4 7 20 -7 10 8 -10 11 12 -13 -14 -15 -16 17 29 -19 -20 -21 21 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00014454808212671145 -0.00030889331277475371 -0.0033659255448492582 -0.0040165993463468037 0.0010280437957873702 0.00034911478490282468 0.0017276209315807336 -0.0006939882877762915 0.00026904726827717002 -0.0023451647456460569 0.0038916732386099946 0.00050855440747831653 0.0021329355263590443 -0.0045664421743730936 0.0034548551506161486 0.0015178044920083631 -0.0029151041711297583 -0.004898793502897545 -0.0013830923443934782 -0.0020618725165102744 -0.0017204310737115773 0.00175429548033637 -0.00039103539615414787 -0.0046516757683697976 0.001536801088563729 -0.00017391349840665729 -0.0029042556351005309 -0.0022026717134702263 -0.0017827644966160712 -0.0013108628308589922 -0.00040023493303641415
leaf_weight=15970 14182 6077 5839 1539 39777 13308 13102 11306 146980 1622 17548 3068 2524 8716 645959 14493 1163 86411 8611 16025 3307 17044 930 21400 13254 139918 12018 13438 11283 19358
leaf_count=15970 14182 6077 5839 1539 39777 13308 13102 11306 146980 1622 17548 3068 2524 8716 645959 14493 1163 86411 8611 16025 3307 17044 930 21400 13254 139918 12018 13438 11283 19358
internal_value=-3.12538e-06 0.00125943 -0.0018159 -0.00231955 -0.000976045 -0.000191811 -0.000448389 -0.0024512 -0.00211825 -0.00140781 -0.000258722 -0.00128702 -0.000922903 0.00150431 0.00147856 -0.0013723 -0.000320365 -0.00160314 -0.000628386 -0.000897976 -0.000186356 -0.000844222 0.000352468 0.000449993 0.00088251 -0.00286147 -0.0011402 -0.000705556 -0.000203474 -0.000654866
internal_weight=1.32617e+06 781721 544449 340349 204100 112864 99556 315768 174311 131954 93479 126115 44793 668857 660141 123047 22143 100904 24581 27331 72146 32369 48686 47756 34654 141457 29062 42269 28831 20521
internal_count=1326170 781721 544449 340349 204100 112864 99556 315768 174311 131954 93479 126115 44793 668857 660141 123047 22143 100904 24581 27331 72146 32369 48686 47756 34654 141457 29062 42269 28831 20521
cat_boundaries=0 1 2 3 4
cat_threshold=818 18 790 822
is_linear=0
shrinkage=0.05


Tree=49
num_leaves=31
num_cat=2
split_feature=89 91 91 38 109 61 43 136 63 88 52 12 17 103 28 114 136 94 60 92 90 56 23 62 16 20 98 53 112 122
split_gain=1096.98 103.467 68.0841 31.1492 36.5051 30.8296 20.6979 20.4819 19.3497 18.948 16.7107 16.3495 15.3725 14.6631 14.5361 15.3137 12.7426 11.7431 11.0119 11.4958 10.7214 10.7079 11.4446 10.2467 9.81608 9.66061 8.81805 10.7451 8.31841 8.23489
threshold=-0.23588024824857709 -0.76377457380294789 -0.74646547436714161 17.050000190734867 0.14509360492229464 0.34423699975013738 10.250000000000002 0 0.32379655539989477 -0.157804399728775 0.50499999523162853 1.2250000238418581 12.50999975204468 -0.16135568171739575 1010.3500061035157 -0.82409480214118946 1 -0.48761186003684992 0.49621938169002539 -0.98386508226394642 -0.24638979882001874 259.41262817382818 7.0650000572204599 0.33852013945579534 12.50999975204468 4.0250000953674325 -0.4081375896930694 2.054999947547913 -0.28400452435016627 0.737249255180359
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 4 11 10 14 -7 -2 28 -1 25 21 -5 -6 -16 24 -10 26 -20 23 22 -9 -17 -12 29 27 -11 -4 -3
right_child=2 3 9 13 6 7 -8 12 17 18 16 -13 -14 -15 15 20 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013231776515472589 0.00078702850299001395 0.005094970668920634 4.1544591820718989e-06 0.0018680939972157231 -0.00216767227331904 -0.0026868242213789369 0.0027270807194883003 -0.001566720758648146 -0.00038830586931598636 -0.00099437963270922951 -0.00013308274208732429 -0.0037384016585206709 -0.0023261387162465705 -0.0003750257899985545 -0.0014358161497009143 0.00065052372037222278 -0.0025167025019862078 -0.0029360935770735234 0.0023050721600171653 0.0067333894387612602 0.00088718410422691156 -0.0017888075106822785 0.00050079322845572247 -0.00079718847120542234 -0.0025836704942345115 -0.0014541272238665654 0.0014485864488476947 0.0016059012292582763 0.0017831879189743119 0.032441903732251379
leaf_weight=7257 9163 197 33822 15513 15909 151858 4430 14168 7151 8255 20320 15028 101154 13737 35968 15578 13719 12305 8429 1774 17713 60789 12687 56742 5115 11599 639944 7659 8155 32
leaf_count=7257 9163 197 33822 15513 15909 151858 4430 14168 7151 8255 20320 15028 101154 13737 35968 15578 13719 12305 8429 1774 17713 60789 12687 56742 5115 11599 639944 7659 8155 32
internal_value=-2.96806e-06 -0.00161049 0.00128346 -0.000694559 -0.000949437 -0.00208954 -0.000638469 -0.00225425 -0.00110744 0.0013801 -0.000880593 -0.00264393 -0.00190607 0.000814633 -0.000743531 -0.000563717 -0.00128905 -0.00199966 0.00144503 0.00307503 -0.000215316 -0.00142147 -0.000589973 -0.000485346 -0.000625652 -0.00125335 0.00141967 0.000257069 0.000349773 0.00891638
internal_weight=1.32617e+06 589513 736657 202446 173196 387067 146340 340656 28619 708038 46411 26856 188798 29250 141910 126001 39154 19456 666061 10203 90033 87644 26855 72320 25435 11828 655858 15914 41977 229
internal_count=1326170 589513 736657 202446 173196 387067 146340 340656 28619 708038 46411 26856 188798 29250 141910 126001 39154 19456 666061 10203 90033 87644 26855 72320 25435 11828 655858 15914 41977 229
cat_boundaries=0 1 2
cat_threshold=6372 1331
is_linear=0
shrinkage=0.05


Tree=50
num_leaves=31
num_cat=4
split_feature=90 96 93 98 111 136 82 31 136 53 111 54 8 31 136 113 62 12 88 110 92 78 136 75 114 52 12 124 31 52
split_gain=980.779 89.4819 75.732 36.2874 30.4618 26.4476 25.0387 24.6578 24.386 24.0069 21.2631 15.3796 15.0811 14.9087 14.7312 14.6633 13.5106 12.8766 13.1985 12.7545 12.1576 11.4558 11.3382 10.8451 10.5233 9.28351 8.96535 8.56847 8.51047 8.98615
threshold=-0.40342769026756281 -0.53709357976913441 -0.28224040567874903 -0.8478567600250243 -0.37568752467632288 0 231.51445007324222 1020.4500122070314 1 1.735000014305115 0.23563011735677722 0.22500000149011615 9.5500001907348651 1007.5499877929689 2 -0.21643137186765668 0.36670875549316412 2.6149998903274541 -1.0000000180025095e-35 0.85137623548507702 0.99510875344276439 10.914999961853029 3 0.63540670275688182 -0.79332312941551197 0.22500000149011615 1.1950000524520876 0.49240480363368994 1018.2500000000001 0.54500001668930065
decision_type=2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=2 5 4 11 26 10 21 8 25 13 -2 23 -11 -5 27 28 24 18 -12 -15 -16 -7 -14 -4 -10 -6 -1 -13 -8 -30
right_child=1 -3 3 9 7 6 15 -9 16 12 17 14 22 19 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00063977790545440818 -0.0028818870939446945 0.0013698198542693189 0.0020327911421071255 -0.004579070385860075 0.00043165545394979304 -0.0027723507499834029 -0.00045741515718269771 -0.0026981027790777537 -0.00027504644799957102 -0.0020657760967271871 0.00092090134983643728 -0.0023080764926147745 -6.3078396270877001e-05 -0.00010719662479249269 -0.0026415362672979701 0.0017250026315483733 -0.00042090538071082057 -0.001717856308196229 0.0032702312445514956 0.0029903860418311716 -0.0061832443411859884 -0.0088347046728553588 -0.0017873229670454791 -0.001789772342411284 0.001371507863037102 -0.002108144830776839 -0.0036800350660606673 -0.0012554445728071336 0.0012186529742073341 -0.0031368370070011713
leaf_weight=3148 3637 661994 3275 1550 4289 6690 46507 11985 16126 71558 30994 45721 21205 16894 161276 6989 73769 3691 7407 4137 2460 882 17322 4281 24366 22330 10556 33496 1476 5991
leaf_count=3148 3637 661994 3275 1550 4289 6690 46507 11985 16126 71558 30994 45721 21205 16894 161276 6989 73769 3691 7407 4137 2460 882 17322 4281 24366 22330 10556 33496 1476 5991
internal_value=2.43556e-06 0.00114679 -0.00161343 -0.00200036 -0.00072335 -0.000145341 -0.000766653 -0.000520899 -0.000335679 -0.00133174 0.000785828 -0.00235445 -0.00163636 0.000153345 -0.00242354 -0.00042995 -1.80886e-05 0.00110293 0.00137405 0.000502128 -0.00269458 -0.0034785 -0.000838791 -0.000132957 0.000715765 -0.00169828 -0.00298165 -0.00186275 -0.000708991 -0.00227589
internal_weight=1.326e+06 776258 549744 383175 166569 114264 68535 152865 140880 132666 45729 250509 110085 22581 242953 60963 114261 42092 38401 21031 163736 7572 38527 7556 40492 26619 13704 79217 53974 7467
internal_count=1326002 776258 549744 383175 166569 114264 68535 152865 140880 132666 45729 250509 110085 22581 242953 60963 114261 42092 38401 21031 163736 7572 38527 7556 40492 26619 13704 79217 53974 7467
cat_boundaries=0 1 2 3 4
cat_threshold=770 6272 1808 1297
is_linear=0
shrinkage=0.05


Tree=51
num_leaves=31
num_cat=4
split_feature=99 93 96 111 12 136 112 58 28 53 112 16 72 122 136 31 95 65 30 110 16 60 75 12 126 136 52 72 136 83
split_gain=887.929 129.984 47.4243 39.3431 35.8302 29.5171 26.6768 21.3069 19.382 19.0372 15.3183 17.9942 15.0659 14.639 13.3316 14.0113 12.2105 12.064 11.5532 11.4426 11.1568 12.1024 11.4206 11.0155 9.58131 9.23942 9.34034 8.53505 9.57783 7.94277
threshold=-0.64128002524375904 -0.35851968824863428 -0.5227297544479369 0.23563011735677722 1.935000002384186 0 -0.9366365075111388 182.25131988525393 1017.2500000000001 1.735000014305115 -0.14780378341674802 3.9249999523162846 0.62993401288986217 -0.49240480363368982 1 1018.1499938964845 -0.92048507928848255 11.324999809265138 1008.0499877929689 -0.88797050714492787 13.344999790191652 0.39286690950393682 0.41404189169406896 2.554999947547913 -0.18222858756780622 2 0.42499999701976782 0.36038757860660559 3 250.81450653076175
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2
left_child=1 3 16 4 8 7 20 -5 12 10 18 -12 -1 -9 -7 23 -2 -11 -8 -4 22 -22 -3 -16 -15 -20 -27 -18 -29 -30
right_child=2 6 19 5 -6 14 9 13 -10 17 11 -13 -14 24 15 -17 27 -19 25 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0005226301336932294 0.0013432990842253724 0.00075967908650575241 -0.0037647592404798274 0.0027947100611263268 -0.0045870284944280661 -0.0017615123922565007 -0.0039273156052078975 0.0012718564860687016 -0.0026653474517243166 -0.0023629405889584792 0.032248778769911619 0.0031363258384234979 -0.0016718621011909711 0.0013417691988913503 0.0001541961253672954 -0.0019257130451392655 0.0019734595430180475 -0.0015480597096805583 0.0006784619404340466 0.0013114844959851741 -0.0055888447555148477 -0.0027975379402795874 -0.0022227235766880556 -0.003058649811403618 -0.00096127017188774315 0.00035456860998587191 -0.0016229791308567431 -7.3356565670056451e-06 -0.002902886259478129 -0.00081954554153712176
leaf_weight=19242 10636 3337 1112 11420 8339 18599 2880 24657 12829 70166 55 1519 13177 5854 61424 10880 3173 128783 9876 664151 4159 58569 84306 2789 19760 8209 21902 23096 6706 14397
leaf_count=19242 10636 3337 1112 11420 8339 18599 2880 24657 12829 70166 55 1519 13177 5854 61424 10880 3173 128783 9876 664151 4159 58569 84306 2789 19760 8209 21902 23096 6706 14397
internal_value=2.31306e-06 -0.00141503 0.00118344 -0.00040711 -0.00157536 -4.21668e-06 -0.00194994 0.000844975 -0.00102032 -0.00162646 -0.000690837 0.0041536 -0.000369341 0.000402224 -0.000563392 -0.000266447 -0.000187666 -0.00183545 -0.000868716 0.001303 -0.00247353 -0.00298261 -0.00210917 1.46507e-05 -0.000434918 -0.000648425 -0.00108349 -0.0005314 -0.000711221 -0.00148088
internal_weight=1.326e+06 602731 723271 208970 53587 155383 393761 61691 45248 243390 44441 1574 32419 50271 93692 75093 58008 198949 42867 665263 150371 62728 87643 64213 25614 39987 30111 47372 44199 21103
internal_count=1326002 602731 723271 208970 53587 155383 393761 61691 45248 243390 44441 1574 32419 50271 93692 75093 58008 198949 42867 665263 150371 62728 87643 64213 25614 39987 30111 47372 44199 21103
cat_boundaries=0 1 2 3 4
cat_threshold=770 6272 4370 786
is_linear=0
shrinkage=0.05


Tree=52
num_leaves=31
num_cat=0
split_feature=99 93 96 83 12 89 112 28 53 31 72 132 4 105 61 35 16 24 23 109 12 16 73 105 60 80 37 113 64 92
split_gain=801.357 117.659 42.8004 39.3141 31.4157 22.5865 22.2955 18.5898 16.7786 14.503 14.3403 13.1936 12.1933 11.8953 11.738 11.389 10.6055 23.5493 11.4413 10.2751 9.76618 9.6261 14.6237 12.1427 11.394 9.37636 9.31492 9.03058 8.94075 8.39334
threshold=-0.64128002524375904 -0.30631010234355921 -0.5227297544479369 285.78260803222662 1.9450000524520876 -0.11093037575483321 -0.9366365075111388 1017.6499938964845 0.50499999523162853 1020.9500122070314 0.6408601999282838 1016.1499938964845 7.0499999523162851 0.33240078389644628 0.4312990009784699 11.84999990463257 12.50999975204468 212.50000000000003 7.2249999046325692 -0.82494404911994923 2.3649998903274541 12.50999975204468 0.4621089398860932 -0.49391944706439966 0.41078783571720129 258.95762634277349 21.250000000000004 -0.38266885280609125 1.235000014305115 -0.30888347327709192
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 4 7 9 21 10 13 11 -1 16 29 -8 -7 -2 18 -18 20 26 -5 22 23 -3 -23 -17 -4 -27 -15 -10
right_child=2 6 19 5 -6 14 8 -9 12 -11 -12 -13 -14 28 -16 25 17 -19 -20 -21 -22 24 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00036362713396750722 -0.0013660878282501278 0.0021011835050098581 -0.005112048419974596 0.00012381532368903165 -0.0040866454378761094 0.00045950063891879792 -0.00020309821877209137 -0.0025968408831858708 -0.00093599188446342758 -0.0026748151489117884 -0.0016082748318455521 -0.0033261560664737035 -0.0012376545049852458 0.024300427875098063 0.0025208653817266548 -0.0019707656608921593 0.0003278595547966483 -0.0024029984583391877 0.0012624387349244419 0.0012464432760839824 -0.0016900688574378782 -0.0047886366550286509 -0.0021329403458835903 -0.0029160903489550078 -0.0025489885350143391 0.00016811555578316345 0.0066200164833412484 0.0023409527994683998 -0.0063637579255031822 -0.0021470898471911757
leaf_weight=22726 14972 3869 1069 58537 9799 17842 17705 13462 16328 6051 15514 3218 88212 85 11267 4333 18186 13950 19777 663993 8498 6138 58360 1752 75903 33114 201 5589 33 115519
leaf_count=22726 14972 3869 1069 58537 9799 17842 17705 13462 16328 6051 15514 3218 88212 85 11267 4333 18186 13950 19777 663993 8498 6138 58360 1752 75903 33114 201 5589 33 115519
internal_value=2.19699e-06 -0.00134428 0.00112427 -0.000418985 -0.00149088 3.5421e-08 -0.00187171 -0.00099891 -0.00157317 -0.000285418 -0.000436375 -0.000167069 -0.00169268 -9.76447e-05 0.00125738 -0.000178283 -8.16033e-05 -0.000857586 0.000205649 0.00123785 -0.00010613 -0.00235804 -0.00189834 0.000537358 -0.00271655 0.000234948 -0.00325524 0.000481889 0.0157249 -0.00199711
internal_weight=1.326e+06 602731 723271 218827 61501 157326 383904 51702 237882 128217 38240 122166 220059 17823 29109 58008 118948 32136 86812 665263 67035 146022 63981 5621 82041 43036 1270 38703 118 131847
internal_count=1326002 602731 723271 218827 61501 157326 383904 51702 237882 128217 38240 122166 220059 17823 29109 58008 118948 32136 86812 665263 67035 146022 63981 5621 82041 43036 1270 38703 118 131847
is_linear=0
shrinkage=0.05


Tree=53
num_leaves=31
num_cat=3
split_feature=91 90 97 88 62 31 60 12 17 136 136 113 25 30 112 113 56 6 53 34 110 54 111 92 70 6 52 60 41 136
split_gain=726.059 63.087 58.5726 24.5244 22.8108 21.874 17.4708 17.4576 16.4526 16.2989 15.4713 10.3008 10.7063 9.80363 10.1059 8.94232 8.57216 8.44109 8.2865 8.03125 7.92282 7.75737 7.3783 7.15687 9.39334 7.10029 7.01761 6.98997 6.74219 6.62632
threshold=-0.36076241731643671 -0.86017516255378712 -0.61862942576408375 -0.61134213209152211 0.28286893665790563 1019.7500000000001 0.32193282246589666 2.2949999570846562 13.344999790191652 0 1 -0.36648726463317866 291.50000000000006 1007.4500122070314 -0.90255093574523915 -0.043617725372314446 176.7156677246094 8.7500000000000018 0.73500001430511486 14.650000095367433 -0.88797050714492787 0.10500000044703485 0.41063778102397924 -0.15050014108419416 277.39727783203131 9.8499999046325701 0.10500000044703485 0.3809663206338883 12.750000000000002 2
decision_type=2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=1 4 5 6 -1 7 28 9 10 16 21 12 19 -8 26 -11 -2 29 -12 -5 -4 -6 -9 24 -20 -26 -15 -10 -3 -14
right_child=2 3 20 11 8 -7 13 22 27 15 18 -13 17 14 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00014050965905935866 0.0025812004855990866 -8.5239751076828906e-05 -0.0036428563571593436 -0.002002972559138999 0.00053435575000134719 -0.0026227800470793221 -0.0028044176238104209 -0.004959960098994424 -0.0039858854379471844 -0.00056466715760934781 0.00098965488855819335 0.0010300226092538332 0.0010241817174320232 0.001846157473184497 -0.000974399027472545 0.0029173278010977983 0.00070953540271703796 -0.0010876939750720169 -0.0018750136643695713 -0.00022231857927542504 0.001178996687013791 -0.0021170479418996966 -0.0012160000826502875 -0.0015702390989085987 0.00059205014274109997 -0.003055846866104371 -0.0021371301894642712 -0.0023262971037151187 0.0036604494489874866 -0.00031654422580371729
leaf_weight=13856 7449 21930 853 13994 2833 8064 10873 1505 6775 36147 4350 16029 20926 1146 93184 1943 34224 12049 8224 11566 664713 105173 10475 53710 13432 1481 31460 99908 1271 16459
leaf_count=13856 7449 21930 853 13994 2833 8064 10873 1505 6775 36147 4350 16029 20926 1146 93184 1943 34224 12049 8224 11566 664713 105173 10475 53710 13432 1481 31460 99908 1271 16459
internal_value=2.08715e-06 -0.00136496 0.00100344 -0.000775622 -0.00184231 -0.000126089 -0.00114864 9.33641e-05 -0.00193517 0.000360667 -0.0016552 -0.000120489 -0.000366395 -0.00136401 -0.0012395 -0.000386946 0.00104384 6.31848e-05 -0.00113323 -0.00119722 0.00117282 -0.00204731 -0.00168634 -0.00125354 -0.000518365 0.00022978 -0.00199713 -0.00243169 0.000119957 0.000434107
internal_weight=1.326e+06 560629 765373 250887 309742 99807 159864 91743 295886 79763 189203 91023 74994 136663 125790 38090 41673 49434 81197 25560 665566 108006 11980 76847 23137 14913 32606 106683 23201 37385
internal_count=1326002 560629 765373 250887 309742 99807 159864 91743 295886 79763 189203 91023 74994 136663 125790 38090 41673 49434 81197 25560 665566 108006 11980 76847 23137 14913 32606 106683 23201 37385
cat_boundaries=0 1 2 3
cat_threshold=806 6341 2886
is_linear=0
shrinkage=0.05


Tree=54
num_leaves=31
num_cat=3
split_feature=99 93 90 111 12 136 136 90 62 53 75 28 26 72 2 31 136 0 52 104 23 13 8 80 133 2 14 111 24 53
split_gain=657.495 94.4868 40.1392 33.5971 26.3854 21.8595 19.8827 18.2542 17.1923 16.1455 18.2338 15.5772 13.4488 12.6101 11.919 11.6226 12.2264 11.5153 9.76493 14.9408 9.86268 10.35 9.57613 9.21572 8.93486 8.20721 8.01236 7.75928 7.65541 7.72992
threshold=-0.66426929831504811 -0.30631010234355921 -0.53667414188384999 0.23563011735677722 1.9750000238418581 0 1 -0.057956635951995843 0.34428793191909796 0.46500000357627874 0.64609909057617199 1017.6499938964845 285.50000000000006 0.68361505866050731 100.50000000000001 1018.0499877929689 2 300.50000000000006 0.2650000005960465 0.33503086864948278 4.3250000476837167 0.63499999046325695 7.6499998569488534 241.33328247070315 1015.9500122070314 330.50000000000006 1.3149999976158144 0.31478479504585272 210.50000000000003 0.22500000149011615
decision_type=2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 11 7 17 14 -2 10 18 13 -11 28 -5 16 -7 -3 19 20 21 -8 26 -10 -4 -16 -18 -12 -1 -30
right_child=2 6 24 5 -6 15 9 -9 23 12 27 -13 -14 -15 25 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001638225754313108 0.001126284069409739 -0.0014747707060155228 0.0011100056352443899 -0.0010174989775049328 -0.0039222202355187873 -0.0015102718905753054 0.0059984311623709503 0.0024666563222645369 -0.0029200755828495042 -0.0024611913716942615 -0.0028123163497194288 -0.0024969834603041077 -0.0017400899012583945 -0.0017952915871972102 0.0010976127675600136 -0.0017416645770573802 -0.00035678888394829458 -0.00012153483913386262 -0.00094667587766781008 0.022692500682937544 0.0026202620607531524 -0.0048390565731833823 -0.00086829219594542666 -0.00058012199697778945 -0.0073128454860529428 -0.00084781811697792319 0.0010049978311015347 -0.0006534286057184801 0.0021627282432846577 -0.00079069946864674463
leaf_weight=6755 14940 38083 679803 12903 9003 15540 287 11949 4804 99395 8900 12437 185022 11616 30209 15647 18122 26772 4856 86 5545 948 19669 33905 315 6607 26739 7818 2608 14719
leaf_count=6755 14940 38083 679803 12903 9003 15540 287 11949 4804 99395 8900 12437 185022 11616 30209 15647 18122 26772 4856 86 5545 948 19669 33905 315 6607 26739 7818 2608 14719
internal_value=1.98306e-06 -0.00123732 0.00100224 -0.0003993 -0.00143779 -2.22801e-05 -0.00171327 0.000711786 -0.000314459 -0.00187845 -0.000742621 -0.000973113 -0.00199209 -0.000442204 0.00029018 -0.000495243 -0.000251733 -0.000916017 0.00076932 0.00198296 0.00172028 -0.00232055 5.15722e-05 -0.000870523 0.0011061 0.000748486 0.000454892 -0.00180273 0.00021046 -0.00034616
internal_weight=1.326e+06 592235 733767 214523 57138 157385 377712 61668 53649 312857 28440 48135 284417 35698 49719 95717 80070 64855 11722 6866 6780 1235 64530 38709 680118 36816 44861 16718 24082 17327
internal_count=1326002 592235 733767 214523 57138 157385 377712 61668 53649 312857 28440 48135 284417 35698 49719 95717 80070 64855 11722 6866 6780 1235 64530 38709 680118 36816 44861 16718 24082 17327
cat_boundaries=0 1 2 3
cat_threshold=770 272 6272
is_linear=0
shrinkage=0.05


Tree=55
num_leaves=31
num_cat=5
split_feature=88 99 52 136 12 52 136 100 28 31 25 72 111 85 16 92 8 91 30 31 136 136 52 110 30 23 68 56 136 36
split_gain=597.816 61.3738 52.2676 44.8339 25.2357 24.4495 23.9751 21.9372 21.4551 22.2478 17.446 13.0839 13.0413 12.2738 12.1192 11.884 13.3571 11.7043 10.549 10.8821 10.4572 10.4494 10.8013 10.3486 9.97744 8.49394 7.58062 7.38331 7.37869 7.42025
threshold=-0.48268397152423853 -0.70483279228210438 4.0650000572204599 0 2.435000061988831 0.18500000238418582 1 0.29590313136577612 1017.2500000000001 1007.0499877929689 189.50000000000003 0.44393341243267065 0.24384197592735293 0.86203530430793773 3.9249999523162846 -0.21190297603607175 8.5500001907348651 -0.04134401120245456 1008.2500000000001 1020.9500122070314 2 3 1.1950000524520876 -0.093847759068012224 1019.2500000000001 7.5650000572204599 333.21614074707037 262.40490722656256 4 17.150000572204593
decision_type=2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 1 2
left_child=2 4 3 8 6 13 17 -4 9 -1 14 -11 -7 -5 -8 25 -17 -2 -14 27 -18 22 -10 -6 -12 -9 -25 -20 -13 -30
right_child=1 -3 7 5 23 12 10 15 21 11 24 28 18 -15 -16 16 20 -19 19 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.002454058638498752 0.00053402203004268643 0.0010454583168469911 -0.0022066156615508561 0.0033842446294181888 -0.0068328161061087913 -0.002350414140801347 0.033562923893331729 -0.001014722688653112 0.0029862714589991082 0.0026627282033522231 -0.00065321421685563495 0.0016750980338975634 -0.0032436511792292583 -0.0001927737071444163 0.0017097306761056506 -0.0018587463283768148 -4.3899584594202833e-05 0.002614019890113577 -0.00031766882154500098 -0.0026157554805906285 -0.0013861004391725606 -0.0019404495338673892 -0.00067585102676037288 -0.0022294649859918936 -0.0028414352663260131 0.00094112250982147797 0.0057360601687821196 -0.0014247172950335501 -0.00018977497266329773 0.0018293631637225625
leaf_weight=4854 34814 682515 127771 3557 1237 32411 30 15969 2543 10486 49788 12801 5612 7361 6462 106684 21349 8394 37743 9030 45357 13259 9670 8949 5818 8509 309 25062 22143 5727
leaf_count=4854 34814 682515 127771 3557 1237 32411 30 15969 2543 10486 49788 12801 5612 7361 6462 106684 21349 8394 37743 9030 45357 13259 9670 8949 5818 8509 309 25062 22143 5727
internal_value=1.6302e-06 0.000864876 -0.00130382 -0.000672533 -0.000199448 -0.00128393 3.35688e-05 -0.00169592 0.000233816 0.000780983 -0.000595713 0.00108794 -0.0015083 0.000972591 0.00185693 -0.00136614 -0.00151173 0.000937885 -0.00115588 -0.000992779 -0.000956749 -0.000969269 8.66079e-05 -0.00253752 -0.000882166 -0.000334835 -0.0019636 -0.000759431 0.000681917 0.000225057
internal_weight=1.32621e+06 798316 527898 202259 115801 120776 105306 325639 81483 56011 62098 51157 109858 10918 6492 197868 173390 43208 77447 71835 66706 25472 12213 10495 55606 24478 9258 62805 40671 27870
internal_count=1326214 798316 527898 202259 115801 120776 105306 325639 81483 56011 62098 51157 109858 10918 6492 197868 173390 43208 77447 71835 66706 25472 12213 10495 55606 24478 9258 62805 40671 27870
cat_boundaries=0 1 2 3 4 5
cat_threshold=307 774 1296 274 258
is_linear=0
shrinkage=0.05


Tree=56
num_leaves=31
num_cat=4
split_feature=88 99 52 136 60 52 100 56 29 31 12 30 136 72 20 72 52 92 8 52 25 136 13 85 69 23 30 136 31 11
split_gain=539.547 53.6271 48.5325 40.5367 25.3289 22.6627 20.0885 19.6684 19.3454 19.6221 17.6065 14.4564 14.5915 12.2336 11.5965 11.5574 13.358 11.458 12.2222 10.5973 10.3547 10.1052 9.07337 8.94966 8.17866 8.12772 8.04835 7.88354 7.77331 7.45362
threshold=-0.46393842995166773 -0.7085493505001067 4.0650000572204599 0 0.46045988798141485 0.064999999478459372 0.29590313136577612 182.09339904785159 1017.8500061035157 1007.0499877929689 2.4750000238418584 1020.1499938964845 1 0.44393341243267065 4.0250000953674325 0.48315984010696417 0.79500001668930065 -0.21190297603607175 8.1500000953674334 0.79500001668930065 289.50000000000006 2 1.3049999475479128 0.84538322687149059 293.78486633300787 7.1649999618530282 1008.8500061035157 3 1020.8500061035157 10.750000000000002
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2
left_child=2 4 3 8 10 23 -4 -6 9 -1 11 12 -2 -11 -13 16 -7 25 -19 -10 -17 -20 -21 -5 -12 -8 -22 -15 -28 -14
right_child=1 -3 6 5 7 15 17 -9 19 13 24 14 29 27 -16 20 -18 18 21 22 26 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0023250674852450951 0.00086460002594656617 0.00099467267009168748 -0.0020932250753484317 0.0069549644761936411 0.0032056047220596472 0.0020440697251551238 -0.0011425979066812836 0.00030788706537370251 0.0018340342622910214 0.0024163355283151871 -0.0051244921155230855 0.021531583380419762 -0.00055933352322965651 0.0015715849188163039 -0.0031540294087480736 -0.0021218848331115061 -0.0010891958874047756 -0.0017906354944490716 -8.1457984196990984e-05 -0.0026017441329080049 -0.0029240174542065141 -0.0013462658788081483 -0.0004322161386295387 0.0012322228160508587 -0.0017586884586873646 0.00065369687477819503 -0.00069427198651565226 0.00013341973617689011 -0.0024890558885781802 -0.0028127655383930962
leaf_weight=4963 19986 681662 128606 856 7244 5079 13374 30561 2805 11406 2819 48 36243 13823 5373 42498 10300 101363 23271 9114 5514 49189 10227 3384 5017 11901 47955 30649 6901 4083
leaf_count=4963 19986 681662 128606 856 7244 5079 13374 30561 2805 11406 2819 48 36243 13823 5373 42498 10300 101363 23271 9114 5514 49189 10227 3384 5017 11901 47955 30649 6901 4083
internal_value=1.54802e-06 0.000828476 -0.0012284 -0.000625966 -0.000188729 -0.00120397 -0.00160614 0.000863133 0.00022728 0.000687886 -0.000729251 -0.000462188 -0.000239884 0.000955492 -0.00293545 -0.00133286 -5.44176e-05 -0.00129151 -0.00143615 -0.00103803 -0.00152399 -0.000940262 -0.00145456 0.00238757 -0.00296954 -0.000296794 -0.00110309 0.000580821 -0.00092006 -0.000787298
internal_weight=1.32621e+06 793036 533178 205474 111374 122487 327704 37805 82987 60841 73569 65733 60312 55878 5421 118247 15379 199098 173823 22146 102868 72460 19341 4240 7836 25275 60370 44472 54856 40326
internal_count=1326214 793036 533178 205474 111374 122487 327704 37805 82987 60841 73569 65733 60312 55878 5421 118247 15379 199098 173823 22146 102868 72460 19341 4240 7836 25275 60370 44472 54856 40326
cat_boundaries=0 1 2 3 4
cat_threshold=307 774 1296 258
is_linear=0
shrinkage=0.05


Tree=57
num_leaves=31
num_cat=0
split_feature=99 93 83 88 53 75 26 58 28 12 132 24 16 24 8 80 52 104 6 110 52 23 31 12 92 80 23 130 79 23
split_gain=489.029 79.3404 29.8124 26.2047 17.5131 17.7175 16.86 16.6761 16.4492 12.1048 11.8411 11.5478 10.8507 34.6353 10.6195 10.3207 9.60989 15.3792 9.70287 9.4717 11.2108 9.18057 8.95751 8.64008 8.16675 8.14911 8.01737 7.74798 8.80688 7.56662
threshold=-0.57655099034309376 -0.35851968824863428 249.4937438964844 -0.14347822964191434 0.76499998569488536 0.64609909057617199 286.50000000000006 247.71064758300784 1021.3500061035157 1.325000047683716 1016.9500122070314 180.50000000000003 12.50999975204468 220.50000000000003 7.6499998569488534 293.78778076171881 0.2650000005960465 0.33503086864948278 5.3500001430511483 0.90149939060211193 0.79500001668930065 4.4249999523162851 1016.0499877929689 2.8549998998641972 -0.13015602529048917 236.78535461425784 6.0050001144409189 128.50000000000003 1.7250000238418581 6.0250000953674325
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 8 5 16 -6 27 10 -1 12 -5 23 -14 24 -7 17 18 -3 25 -21 -20 26 29 -8 -9 -13 -2 -29 -4
right_child=7 4 3 11 6 15 14 19 -10 -11 -12 22 13 -15 -16 -17 -18 -19 21 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00047579990259385318 0.00095900023437801873 0.0036870329604455042 -0.0004016876135135676 0.0034159688895656114 -0.0020239797494168714 -0.0022824833106807759 -0.00065760345721800747 -0.0032847321106444618 -0.0026815495419165855 -0.0034946779218412538 -0.0036086512351358718 0.00010802665745612682 0.00019507917325951177 -0.0027086916508304222 -0.00093844105992927414 -0.00032309349223309136 -0.00033048196626772228 0.021339358058343135 -0.004127428718397109 0.0058131069807092102 0.0002908264387210565 0.0013488473274341477 -0.00046638297044364536 -0.0025634552821613612 -0.001776456151813248 -0.00043275905525303951 0.0019378943954747674 -0.022614565867013627 -0.0023433602280375208 0.00047241886125667926
leaf_weight=5122 676645 3517 40105 4547 122736 13851 19166 2934 7385 9441 2605 9568 28044 16202 108737 13055 10545 101 968 1185 4095 3655 10769 3046 109435 17119 15989 57 893 64697
leaf_count=5122 676645 3517 40105 4547 122736 13851 19166 2934 7385 9441 2605 9568 28044 16202 108737 13055 10545 101 968 1185 4095 3655 10769 3046 109435 17119 15989 57 893 64697
internal_value=1.47108e-06 -0.00101816 -0.000247678 -9.08792e-05 -0.00143119 -0.000509068 -0.00154821 0.000905576 -0.000376182 -0.0024329 -0.000266129 0.0010405 -0.000208879 -0.000868224 -0.00130217 -0.00133177 0.000669239 0.00194846 0.00170786 -0.000353939 0.0015302 0.000202182 0.000743162 6.16248e-05 -0.00160971 -0.000850038 0.00125283 0.000952665 -0.00355963 0.000137921
internal_weight=1.32621e+06 623286 217520 202957 405766 45692 360074 702928 162084 14563 154699 40873 152094 44246 237338 26906 18786 8241 8140 25333 5280 4623 36326 107848 128601 20053 25557 677595 950 104802
internal_count=1326214 623286 217520 202957 405766 45692 360074 702928 162084 14563 154699 40873 152094 44246 237338 26906 18786 8241 8140 25333 5280 4623 36326 107848 128601 20053 25557 677595 950 104802
is_linear=0
shrinkage=0.05


Tree=58
num_leaves=31
num_cat=3
split_feature=96 92 136 31 52 53 84 91 57 136 4 4 56 72 52 85 57 16 24 80 111 111 63 31 81 52 73 136 110 66
split_gain=441.924 67.9484 34.7662 32.2868 29.2156 22.546 22.5312 19.6621 19.5605 18.8291 12.8538 12.5138 12.7503 11.865 11.4913 11.6941 10.2784 10.273 18.6392 10.1392 9.91465 9.23253 8.19129 7.80357 7.53241 8.68484 7.34755 9.29237 7.85466 7.13629
threshold=-0.60498657822608937 -0.30888347327709192 0 1019.7500000000001 0.86500000953674328 5.7950000762939462 0.86630973219871532 1.0000000180025095e-35 218.62500000000003 1 7.6499998569488534 5.3500001430511483 178.12712860107425 0.39857481420040136 0.34499999880790716 0.8715980350971223 115.97964096069337 12.50999975204468 238.50000000000003 257.54457092285162 0.19414602965116504 0.23563011735677722 0.46851395070552831 1003.1499938964845 336.68975830078131 0.70499998331069957 0.51448017358779918 2 -0.93923580646514881 11.815000057220461
decision_type=2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=1 2 14 7 6 24 13 11 -7 10 -6 12 -4 -3 15 -1 -11 -14 -19 -10 -13 -16 -9 -12 26 -26 -2 28 -28 -5
right_child=5 4 3 29 9 8 -8 22 19 16 23 20 17 -15 21 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0019314695290878594 0.00091947465085501679 0.0045597174287004454 0.0022864483012606449 -0.0028567614312330954 -0.0014907456113398649 0.0012353403473400876 -0.0011737262425705987 0.0010901486099185512 -0.0033119611683075072 -0.0053198801648791641 -0.0023146682294435091 -0.0022809725787365314 0.00062196347084787014 0.00077063347716624364 -0.0029759350788021305 -0.001879624155421181 -0.0019361738767692161 7.4300922198070854e-05 -0.0030738385563480355 -0.00066236184204906056 -0.00030860361723830014 -0.0013266031812004689 0.0034180099369383989 -0.00048523277150370125 0.0054437080300488725 0.001249095028880784 -0.0054511676067448018 -0.001228323861506086 0.00098834003013964695 6.7771932865347502e-07
leaf_weight=4400 657682 2416 8030 11160 153515 8488 19841 13929 6223 2284 6449 7297 52325 14263 12838 3710 129080 24140 5839 8601 50235 25023 5186 60638 1939 3394 489 9099 14984 2717
leaf_count=4400 657682 2416 8030 11160 153515 8488 19841 13929 6223 2284 6449 7297 52325 14263 12838 3710 129080 24140 5839 8601 50235 25023 5186 60638 1939 3394 489 9099 14984 2717
internal_value=1.3975e-06 -0.000979655 -0.000292034 2.00909e-05 -0.00138114 0.000850543 -3.50515e-05 0.000212679 -0.000678695 -0.00152081 -0.00123839 1.76034e-05 0.000384682 0.00131949 -0.00151966 0.000188047 -0.00199485 0.000199136 -0.000538861 -0.00177464 -0.000558767 -0.00188586 0.00172171 -0.000661094 0.00090239 0.00277419 0.000887759 3.88598e-05 0.000784323 -0.0022973
internal_weight=1.32621e+06 615315 226829 180858 388486 710899 36520 166981 23312 351966 220602 147866 90334 16679 45971 8110 131364 82304 29979 14824 57532 37861 19115 67087 687587 5333 682254 24572 15473 13877
internal_count=1326214 615315 226829 180858 388486 710899 36520 166981 23312 351966 220602 147866 90334 16679 45971 8110 131364 82304 29979 14824 57532 37861 19115 67087 687587 5333 682254 24572 15473 13877
cat_boundaries=0 1 2 3
cat_threshold=6288 1811 818
is_linear=0
shrinkage=0.05


Tree=59
num_leaves=31
num_cat=3
split_feature=99 93 136 31 88 136 53 75 23 90 52 109 4 125 136 73 16 112 66 42 36 120 72 23 30 9 53 76 80 39
split_gain=399.779 65.2422 25.7999 23.7813 19.8792 15.9384 14.3885 16.1266 14.0308 13.5714 12.7245 11.9096 11.7036 15.1411 9.97722 9.61322 9.18746 15.509 9.18593 8.88229 8.78585 8.61266 8.19625 8.02146 7.99683 7.87234 7.64142 7.6359 7.54449 7.52702
threshold=-0.57655099034309376 -0.35851968824863428 0 1019.7500000000001 -0.14347822964191434 1 0.50499999523162853 0.64609909057617199 6.0050001144409189 -0.79524603486061085 0.30500000715255743 -0.1103231981396675 7.2500000000000009 0.94828754663467418 2 0.482595905661583 12.50999975204468 -0.59480014443397511 6.5950000286102304 10.550000190734865 19.849999427795414 0.63605400919914257 0.47920076549053198 7.9649999141693124 1006.3500061035157 9.3499999046325701 1.5850000381469729 11.835000038146974 236.78535461425784 12.34999990463257
decision_type=2 2 1 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 11 12 7 22 -6 20 15 27 -3 24 -13 21 23 -18 -8 -12 28 -1 25 -16 -14 -7 -21 -4 -2 -23
right_child=9 5 3 -5 8 6 18 -9 -10 -11 19 14 13 -15 16 -17 17 -19 -20 26 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027733572395774006 -0.0028924166308238221 -0.0011504860261200556 -0.00088595064793412285 -0.0020440967463738356 -9.6628360639743326e-05 0.0036007047840227848 -0.0020316171434698114 -0.0014129330614685853 0.0019776141195371874 0.00085654570419230192 -0.0019178977160662109 0.0011949112542904853 -0.0022961940496145183 0.0032454828675463052 2.1224811465858672e-05 -0.00041382066670933386 -0.0025887853084767889 -5.371460350205752e-05 -0.0014007835411393417 0.0056239911209840857 0.004515934899754083 -0.0078639780460246691 -0.00011628753946514533 0.0018677473844456761 -4.0496297723052314e-05 -0.0010343109081012364 -0.00082179338674539203 -0.0038324243463628508 -0.00023731548939181802 0.020368102312502342
leaf_weight=1494 3208 66493 11548 12637 12570 3821 82935 17838 23200 682751 33097 17193 4559 3209 61624 5467 8991 18339 189714 723 850 29 7553 6502 28439 1205 1263 2716 16119 127
leaf_count=1494 3208 66493 11548 12637 12570 3821 82935 17838 23200 682751 33097 17193 4559 3209 61624 5467 8991 18339 189714 723 850 29 7553 6502 28439 1205 1263 2716 16119 127
internal_value=1.32717e-06 -0.000920575 -0.000221894 4.52987e-05 0.000207603 -0.00129512 -0.00147755 -0.000446141 0.0012487 0.000818778 -0.00133164 -8.58269e-05 -0.000756543 -3.32883e-05 8.65278e-05 0.000595719 -0.000113221 -0.0008877 -0.00159267 -0.00172301 -0.000459217 0.00394066 0.000924845 0.000197458 -0.000352143 0.00248944 0.00152478 -0.00144699 -0.000678024 0.0151198
internal_weight=1.32621e+06 623286 217520 175320 162683 405766 303066 30417 35770 702928 42200 126913 102700 36207 112649 7117 95456 27330 272649 35083 20177 1650 12579 68126 32998 5026 1986 14264 19327 156
internal_count=1326214 623286 217520 175320 162683 405766 303066 30417 35770 702928 42200 126913 102700 36207 112649 7117 95456 27330 272649 35083 20177 1650 12579 68126 32998 5026 1986 14264 19327 156
cat_boundaries=0 1 2 3
cat_threshold=6288 1296 34
is_linear=0
shrinkage=0.05


Tree=60
num_leaves=31
num_cat=1
split_feature=90 91 109 38 38 82 30 16 63 62 136 11 77 56 23 24 53 16 56 96 53 60 20 69 60 16 24 77 112 24
split_gain=366.317 40.331 20.9551 21.7112 20.3708 18.8829 15.9497 15.8407 15.6046 12.6374 12.276 11.808 11.1229 9.91177 11.6069 9.13232 9.10885 8.98685 8.63807 10.2087 8.52101 8.39286 8.16724 8.08789 8.06591 7.66748 10.2727 7.64328 7.44109 7.12992
threshold=-0.23414152115583417 -0.81785029172897328 0.33753901720047003 16.650000572204593 17.150000572204593 277.51913452148443 1008.9500122070314 12.50999975204468 0.31524099409580236 0.3256306797266007 0 6.1499998569488534 15.734999656677248 259.41262817382818 7.0850000381469735 203.50000000000003 0.58499997854232799 11.775000095367433 260.58705139160162 -0.53709357976913441 0.54500001668930065 0.45595304667949682 4.0250000953674325 279.21418762207037 0.39695528149604803 6.9049999713897714 209.50000000000003 4.8550000190734872 -0.53727915883064259 239.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 12 5 20 -7 8 16 -8 13 25 15 14 -10 22 -1 -17 -4 27 -3 29 -2 -16 -19 -6 -27 -20 -11 -9
right_child=2 4 18 -5 11 6 9 21 10 28 -12 -13 -14 -15 23 17 -18 24 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0022565728219021684 0.016074320802266326 0.00016585426316614212 0.00082407329162603477 0.0010034923768865662 0.0040864966237867967 -0.0019577485878212232 0.00065744700855644182 -0.0010758885772591414 -0.00080435813423185938 -0.00064767485788303587 -0.0014248417769805106 -0.00065644195595873699 -0.0050336665618521429 -0.00099215259799718871 -0.0008028423682474563 -0.0010864225232116401 -0.00023540404156906867 -0.0078051420174126904 -0.0035238248991026249 0.002910489572166431 -0.0020721588104141136 -0.0014940689745327057 0.0006382001336295251 0.0025766877095131082 -0.0023278600160376831 0.0026775535606720492 0.00022405844272679459 -0.00034285911319424433 0.00033895950226995176 -0.0031260161251935852
leaf_weight=4620 88 5047 692159 12540 2422 15043 30688 5854 9466 106565 113081 9864 2234 36769 2398 8180 17778 1058 2297 2024 27038 139003 3267 6764 1843 6618 12006 10617 23286 15391
leaf_count=4620 88 5047 692159 12540 2422 15043 30688 5854 9466 106565 113081 9864 2234 36769 2398 8180 17778 1058 2297 2024 27038 139003 3267 6764 1843 6618 12006 10617 23286 15391
internal_value=4.61825e-07 -0.00092816 0.000744186 -0.000568192 -0.000426523 -0.000604772 -0.000400959 -0.00126901 -0.000961291 -0.000255083 -0.00112613 0.000771027 -0.00175049 -0.000516018 0.000423526 -0.00124241 0.000278612 -0.00193439 0.0007984 -0.000391186 -0.00172012 -0.00163553 0.00104308 0.00169215 -0.00432543 0.00144006 0.0010959 -0.000908654 -0.000470743 -0.00256111
internal_weight=1.32601e+06 589701 736307 29210 238577 207667 175582 351124 190876 160539 168478 30910 16670 55397 18628 14436 22398 11081 707097 14938 32085 160248 3355 9162 2901 21046 18624 12914 129851 21245
internal_count=1326008 589701 736307 29210 238577 207667 175582 351124 190876 160539 168478 30910 16670 55397 18628 14436 22398 11081 707097 14938 32085 160248 3355 9162 2901 21046 18624 12914 129851 21245
cat_boundaries=0 1
cat_threshold=786
is_linear=0
shrinkage=0.05


Tree=61
num_leaves=31
num_cat=5
split_feature=99 93 74 30 12 90 136 31 136 136 62 136 66 52 104 29 132 34 53 75 66 88 74 54 83 52 30 61 136 85
split_gain=331.963 51.2829 24.0138 22.5213 22.9643 18.7736 13.1272 12.945 15.1103 11.266 9.58646 9.56532 10.2291 9.82089 12.9708 8.66897 10.3407 8.64011 8.43817 10.696 8.93034 7.67918 7.57216 7.54794 7.44893 7.12666 7.08008 6.69889 11.0661 7.95402
threshold=-0.69684013724327076 -0.28224040567874903 0.53064823150634777 1019.6499938964845 2.4150000810623173 1.0000000180025095e-35 0 1008.7500000000001 1 2 0.42057459056377416 3 11.815000057220461 0.2650000005960465 0.081336595118045821 1015.9500122070314 1016.6499938964845 11.750000000000002 0.42499999701976782 0.54356789588928234 14.34500026702881 0.021081739105284217 0.4397054016590119 0.65500000119209301 290.89421081542974 2.8950001001358037 1009.7500000000001 0.17182337492704394 4 0.85276129841804515
decision_type=2 2 2 2 2 2 1 2 1 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=1 3 -2 4 5 6 25 -4 17 26 -7 13 15 14 -8 16 21 -9 19 22 -20 -13 -11 -5 -6 -1 -3 28 -21 -29
right_child=2 9 7 23 24 10 11 8 -10 18 -12 12 -14 -15 -16 -17 -18 -19 20 27 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0037744042643040876 0.00078835923456974327 -0.0018592045942967827 -0.0020876882578517628 0.00090677920355749283 -0.003516600235261064 0.00066283273008124343 0.00059213851618595094 -0.00039257402570841941 -0.00083359011112796397 0.0032190493646444434 0.0029670327484943491 2.9123156001714231e-05 0.0012542968917568446 -0.001432576537527981 0.024154170975089075 -0.00090379616303924877 -0.0033909174176432002 0.0011179262926508636 -0.0017400643542232952 0.0011183535792089259 -0.0011689960275194564 0.0018241771259124584 -0.00022790824823302089 -0.0021994424332292136 -0.0011850929635181119 0.00073371594529562836 -0.00040591515430597421 0.0020779092388417061 -0.003113314369413497 -0.0010600447115277128
leaf_weight=2906 672677 10038 7627 2191 5194 12282 5831 13695 27889 2741 7137 62303 13522 26051 59 31194 2064 30666 146954 2001 128166 6588 3805 18211 10063 5720 50756 2674 6753 8250
leaf_count=2906 672677 10038 7627 2191 5194 12282 5831 13695 27889 2741 7137 62303 13522 26051 59 31194 2064 30666 146954 2001 128166 6588 3805 18211 10063 5720 50756 2674 6753 8250
internal_value=4.38196e-07 -0.000905839 0.000691031 -0.000286857 -0.000118117 4.34971e-05 -0.000138737 -0.000128612 7.81965e-05 -0.00126703 0.00150969 -0.000249565 -3.80281e-05 -0.00101537 0.000828159 -0.000209104 9.63045e-05 0.000651462 -0.0013923 -0.000535355 -0.00147403 0.000200783 0.00121543 -0.00186586 -0.00197882 0.00175605 -0.000645769 -0.00111776 -0.00214831 -0.00029193
internal_weight=1.32601e+06 573454 752554 211316 190914 175657 156238 79877 72250 362138 19419 147612 115671 31941 5890 102149 70955 44361 301344 26224 275120 68891 6546 20402 15257 8626 60794 19678 8754 10924
internal_count=1326008 573454 752554 211316 190914 175657 156238 79877 72250 362138 19419 147612 115671 31941 5890 102149 70955 44361 301344 26224 275120 68891 6546 20402 15257 8626 60794 19678 8754 10924
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 818 272 6288 512
is_linear=0
shrinkage=0.05


Tree=62
num_leaves=31
num_cat=4
split_feature=99 93 58 29 83 24 16 24 136 136 136 33 54 126 78 124 64 52 85 72 104 76 79 66 52 19 53 4 136 83
split_gain=299.597 46.2831 21.7637 20.5221 16.4934 15.7083 17.4783 23.6506 15.9525 10.8093 10.4033 10.1635 9.92017 9.51962 9.34807 8.04936 7.79747 16.2018 15.7044 9.55087 8.53465 7.68241 7.64583 7.60293 7.00094 6.91512 6.8776 6.64601 14.6102 6.5809
threshold=-0.69684013724327076 -0.28224040567874903 234.78886413574222 1020.1499938964845 247.96692657470706 178.50000000000003 12.50999975204468 221.50000000000003 0 1 2 12.650000095367433 3.4250000715255742 0.93663650751113903 10.09500026702881 0.63605400919914257 1.0000000180025095e-35 0.46500000357627874 0.86538472771644603 0.77615648508071911 0.33503086864948278 25.744999885559086 5.7249999046325692 6.5950000286102304 0.2650000005960465 4.2599999904632577 0.064999999478459372 7.0499999523162851 3 263.19203186035162
decision_type=2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=1 3 -2 4 14 -6 8 -8 -7 26 15 21 13 -4 -1 -3 -12 18 19 20 25 -11 -20 -19 -22 -18 29 -17 -29 -10
right_child=2 10 12 -5 5 6 7 -9 9 11 16 -13 -14 -15 -16 27 17 23 22 -21 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00057477688518015979 0.00073521028137125207 -0.0012068418181593347 -8.2183512352724661e-06 -0.0019488204111164677 0.0022150227298388275 0.0022547924543706555 -3.5992444826493115e-05 -0.002371823786598165 0.0065275967598696031 -0.00010318063077507391 -0.0039235504015974051 0.00072981774210476296 -0.00079030172231663422 0.0023912153398015661 -0.0032553950250882365 -0.00095525735639318357 -0.0071302664951165568 -0.001944164781031872 -0.0027300023996589084 -0.0027345288962019967 0.024282085004297994 -0.0025113632633006009 -0.00011834879877328413 -0.0012948622960677555 -0.0020729084071275349 0.0024750371028543312 -0.00091127244393805664 0.0038191302187727859 -0.00022971879195676271 7.1380946703787681e-05
leaf_weight=6864 693128 73405 18502 16806 7638 8767 27940 17703 606 26586 3043 56845 35601 5323 6181 30216 193 66839 4644 1032 79 3783 7067 138518 37 6432 30465 2409 28224 1132
leaf_count=6864 693128 73405 18502 16806 7638 8767 27940 17703 606 26586 3043 56845 35601 5323 6181 30216 193 66839 4644 1032 79 3783 7067 138518 37 6432 30465 2409 28224 1132
internal_value=4.15203e-07 -0.000860549 0.000656479 -0.000272514 -0.000127679 -4.23175e-06 -0.000101746 -0.000941963 0.000197433 4.61994e-05 -0.00120368 0.000335261 -0.000261824 0.000527865 -0.00184491 -0.000854285 -0.00140942 -0.00137546 2.48144e-06 0.00174487 0.00243063 -0.000403163 -0.001154 -0.0015062 0.0158758 0.00219521 -0.000736516 -0.000429119 8.98572e-05 0.00232251
internal_weight=1.32601e+06 573454 752554 211316 194510 181465 173827 45643 128184 119417 362138 87214 59426 23825 13045 134254 227884 224841 19484 7773 6741 30369 11711 205357 116 6625 32203 60849 30633 1738
internal_count=1326008 573454 752554 211316 194510 181465 173827 45643 128184 119417 362138 87214 59426 23825 13045 134254 227884 224841 19484 7773 6741 30369 11711 205357 116 6625 32203 60849 30633 1738
cat_boundaries=0 1 2 3 4
cat_threshold=2 7296 1808 16
is_linear=0
shrinkage=0.05


Tree=63
num_leaves=31
num_cat=3
split_feature=90 91 31 112 16 109 37 74 63 64 65 53 23 113 8 24 62 52 12 65 56 136 52 136 89 72 93 31 136 81
split_gain=270.608 33.8574 17.824 20.0844 22.5573 14.517 18.4341 13.2713 13.173 12.4077 10.454 11.2369 10.3989 10.1503 9.9459 9.68082 9.05219 8.81311 7.23769 7.81565 6.96875 8.93597 7.23924 6.68896 6.00675 5.95476 5.87738 5.70176 5.68987 5.68055
threshold=-0.15599663555622098 -0.84428656101226796 1007.9500122070314 -0.62249094247817982 11.775000095367433 0.33753901720047003 15.34999990463257 0.50791364908218395 0.31524099409580236 6.7950000762939462 10.265000343322756 9.5950002670288104 7.1849999427795419 -0.19936034083366391 7.5499999523162851 182.50000000000003 0.46944826841354376 1.8149999976158144 1.7849999666213991 1.0000000180025095e-35 260.58705139160162 0 1.5249999761581423 1 0.043954502791166312 0.39857481420040136 -0.19048646092414853 1016.1499938964845 2 262.73149108886724
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 1 2
left_child=1 8 -3 4 7 6 18 14 17 -6 -10 12 -12 -5 25 -8 20 28 -2 -20 -7 22 -22 27 -18 -4 -14 29 -1 -9
right_child=5 2 3 13 9 16 15 23 10 -11 11 -13 26 -15 -16 -17 24 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0037437868460349424 -0.0012737495072902994 -0.0017830481778721222 0.0036876313738939681 0.00017393778670425118 -0.0020447611516316686 0.00069460286200447735 0.0032517100514093734 -0.0014759890075036509 -0.0015382607393167186 -0.00067616792792733553 -0.0010487517552250196 -0.0012283197266708522 0.0014340402468759851 0.0017085565815701934 -0.00025069935510495039 -2.1869179102454576e-06 0.0014291452825635712 -0.0009004470738438905 -0.030931207648030035 -0.0039107099676346912 0.0021504193114019344 -0.0024761427768384093 -0.00074555910825090999 -0.0005674771729643883 0.0040084085614901102 0.0012447438371755591 -0.00015867679150718966 -0.00056200523637080495 0.00051280329454840177 0.0015638801490454384
leaf_weight=1550 7670 20591 3708 57703 28623 669697 2855 1796 136385 39298 26653 114452 8486 13249 8094 11466 10260 14327 27 3036 3541 3893 5525 74470 2894 7623 18247 8379 10861 10649
leaf_count=1550 7670 20591 3708 57703 28623 669697 2855 1796 136385 39298 26653 114452 8486 13249 8094 11466 10260 14327 27 3036 3541 3893 5525 74470 2894 7623 18247 8379 10861 10649
internal_value=3.96648e-07 -0.000779191 -0.000368291 -0.000253417 -0.000530759 0.000654837 -0.000527627 -0.000103197 -0.0011196 -0.00125292 -0.00121312 -0.000948904 -0.000349876 0.0004605 0.00108794 0.000646502 0.000697414 -5.55656e-05 -0.00209426 -0.00414889 0.00067238 -0.000476037 0.000385128 -0.000346001 0.00199661 0.00204416 0.000346908 0.00044609 0.000919748 0.00112518
internal_weight=1.32601e+06 605144 274183 253592 182640 720864 25054 114719 330961 67921 304223 167838 53386 70952 19425 14321 695810 26738 10733 3063 682656 12959 9066 95294 13154 11331 26733 20824 12411 12445
internal_count=1326008 605144 274183 253592 182640 720864 25054 114719 330961 67921 304223 167838 53386 70952 19425 14321 695810 26738 10733 3063 682656 12959 9066 95294 13154 11331 26733 20824 12411 12445
cat_boundaries=0 1 2 3
cat_threshold=918 290 18
is_linear=0
shrinkage=0.05


Tree=64
num_leaves=31
num_cat=3
split_feature=99 92 29 12 74 136 4 56 136 66 136 29 134 124 16 24 69 24 35 13 72 53 87 55 56 83 52 60 126 16
split_gain=246.279 39.1821 20.7182 20.0966 19.5863 16.4671 11.702 11.6963 11.1699 11.0572 10.735 10.2991 9.39993 9.15738 8.8324 10.4183 8.391 7.79113 7.20135 6.64697 6.29757 8.50584 8.68515 6.25755 6.98612 6.2148 5.6038 5.49386 5.31182 5.2527
threshold=-0.7085493505001067 -0.30888347327709192 1020.1499938964845 2.435000061988831 0.53064823150634777 0 5.7500000000000009 178.12712860107425 1 14.154999732971193 2 1007.1499938964845 1016.5499877929689 0.97233289480209362 10.405000209808351 200.50000000000003 283.34693908691412 175.50000000000003 11.650000095367433 1.4049999713897707 0.58215323090553295 0.42499999701976782 0.82895645499229442 3.8349999189376835 169.12093353271487 220.97014617919925 0.38499999046325689 0.35377718508243566 0.87878364324569713 12.50999975204468
decision_type=2 2 2 2 2 1 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 20 -3 27 11 12 13 -6 14 -8 28 -16 -12 -13 19 -19 21 22 -1 -22 -25 -10 -15 -7 -9 -17
right_child=4 6 -4 -5 8 7 10 9 25 -11 16 17 -14 26 15 29 -18 18 -20 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0053646268806999131 0.00067899920031888866 -0.0013640210218379288 -0.0019702039558714183 -0.0019580848306855422 -0.0018880114603051707 0.00054677641650375283 -0.00033989406027714323 0.00072775647390297858 -0.0023405429410734316 0.0017701963556021522 -0.0017083186129041154 0.0033934885178204931 -0.0032266923425736597 0.0099752557767314402 0.00065658599991349619 -7.5337679048620543e-05 -0.00078176465351462653 -0.0047843847885792219 0.00080675362755097289 -0.00027121008342204008 -0.0017021408730766728 -0.00054421978509466894 0.0002190314175936401 0.0075819837700641136 -0.00036119518252456342 -0.00052940811198627484 0.0019247078880208117 0.0024975919063369933 -0.00082558420228350134 -0.0013983157392218656
leaf_weight=1341 673895 195292 15837 13327 4784 6252 46126 46142 5734 9932 34488 2285 2178 236 15779 11874 83827 871 32686 12880 19789 14471 2111 286 8618 27230 2571 8537 6249 20380
leaf_count=1341 673895 195292 15837 13327 4784 6252 46126 46142 5734 9932 34488 2285 2178 236 15779 11874 83827 871 32686 12880 19789 14471 2111 286 8618 27230 2571 8537 6249 20380
internal_value=3.77276e-07 -0.000789665 -0.000233681 -8.68236e-05 0.000588097 5.65502e-05 -0.00110114 0.000350917 -0.000120336 0.000177217 -0.000794179 0.000325716 2.30148e-05 -0.000171125 9.34946e-05 -0.000396227 -0.00105176 0.000543149 0.000402893 -0.000557078 -0.000747374 -1.22225e-05 0.00221794 -0.00120684 -0.000106057 -0.000844194 0.00260156 0.00167289 0.00054248 -0.000911274
internal_weight=1.32601e+06 565643 203103 187266 760365 173939 362540 127323 86470 112534 167248 53506 102602 48933 100424 48033 118315 48722 46437 13751 46616 17923 3452 28693 8904 32964 2807 14789 52391 32254
internal_count=1326008 565643 203103 187266 760365 173939 362540 127323 86470 112534 167248 53506 102602 48933 100424 48033 118315 48722 46437 13751 46616 17923 3452 28693 8904 32964 2807 14789 52391 32254
cat_boundaries=0 1 2 3
cat_threshold=7312 818 3344
is_linear=0
shrinkage=0.05


Tree=65
num_leaves=31
num_cat=3
split_feature=99 92 136 28 12 111 112 16 24 58 4 8 136 113 52 72 80 52 30 120 9 36 10 52 56 75 136 76 111 120
split_gain=229.483 33.7323 18.2997 17.4912 14.9082 14.7575 13.2846 18.7552 16.7221 12.6453 10.0754 9.80801 10.0836 9.40591 8.45043 11.5801 8.39024 7.6781 6.711 6.6137 9.58137 6.14633 6.02917 11.4821 6.02616 5.84592 5.7566 5.68299 5.62576 6.84502
threshold=-0.7085493505001067 -0.30888347327709192 0 1021.3500061035157 2.435000061988831 -0.89625224471092213 0.0087262028828263907 12.50999975204468 220.50000000000003 260.00993347167974 5.4500000476837167 7.6499998569488534 1 -0.44618082046508784 0.62500000000000011 0.49543279409408575 336.88066101074224 0.73500001430511486 1003.1499938964845 0.9170251488685609 6.3500001430511483 16.250000000000004 5.7500000000000009 0.30500000715255743 178.12712860107425 0.71732428669929515 2 2.0449999570846562 0.15044465661048892 0.35019405186176306
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=1 2 14 4 6 21 7 10 -9 -7 24 -3 -13 27 15 19 18 -15 -14 -1 -21 -2 23 25 -4 -20 -16 -11 -12 -30
right_child=5 11 3 -5 -6 9 -8 8 -10 13 28 12 16 17 26 -17 -18 -19 22 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0021509476931721653 -0.0032557798102339774 -0.0012720120563272329 0.0023367773375406737 -0.0024982734401895572 -0.0017197551402328632 0.0006387474450653349 0.0021770679626037545 -2.4201419791930669e-05 -0.0021387248304600404 -0.002727642372302011 -0.0020375138503717399 -0.001618300490076255 -0.0017970451972151469 0.0047959564257130652 -0.0040742090643707696 -0.00094128606502930491 0.0022197848587913313 0.00068625721657110839 0.007386364724860821 0.0046315899884728628 0.031918779539916182 0.0029456863018671757 -0.00062680974480764946 -5.0411741630097831e-05 0.00073040381743807352 0.0013661666961033521 -0.0014281270873077389 -0.00030739901107690597 -3.8753809832225754e-05 0.0054457654623359074
leaf_weight=2713 3386 210536 6583 6737 10443 705793 8312 26158 14551 2577 3549 27124 10934 1427 2219 8737 2667 5583 836 107 46 453 99072 10351 51611 779 27685 41253 32619 579
leaf_count=2713 3386 210536 6583 6737 10443 705793 8312 26158 14551 2577 3549 27124 10934 1427 2219 8737 2667 5583 836 107 46 453 99072 10351 51611 779 27685 41253 32619 579
internal_value=1.13505e-06 -0.000762184 -0.000245589 -4.40826e-06 0.000104404 0.000568198 0.000236728 0.000117833 -0.000780015 0.000583887 0.000502815 -0.00105114 -0.000744724 -0.000177716 -0.00118164 -3.65984e-05 -0.000554442 0.00152285 -0.000615147 0.00272134 0.0128356 -0.00252401 -0.000498765 0.000561377 0.000912119 0.0044825 -0.00162632 -0.000449698 -0.000145376 5.69006e-05
internal_weight=1.32542e+06 564948 202649 161142 154405 760472 143962 135650 40709 756633 94941 362299 151763 50840 41507 11603 124639 7010 121972 2866 153 3839 111038 11966 58194 1615 29904 43830 36747 33198
internal_count=1325420 564948 202649 161142 154405 760472 143962 135650 40709 756633 94941 362299 151763 50840 41507 11603 124639 7010 121972 2866 153 3839 111038 11966 58194 1615 29904 43830 36747 33198
cat_boundaries=0 1 2 3
cat_threshold=6288 4192 2048
is_linear=0
shrinkage=0.05


Tree=66
num_leaves=31
num_cat=2
split_feature=99 92 136 31 12 53 57 89 8 136 125 132 130 79 52 72 126 80 54 99 88 8 68 123 68 13 121 52 65 55
split_gain=207.111 30.4425 16.5175 16.7994 14.2604 13.4008 11.8438 9.48979 8.85154 9.23815 9.25026 8.78199 8.30192 9.53757 7.62744 10.4511 7.36332 6.90234 6.67583 6.57703 5.95158 5.50445 5.44189 5.43867 6.02361 5.3691 11.1033 6.63141 5.67017 5.39556
threshold=-0.7085493505001067 -0.30888347327709192 0 1019.7500000000001 2.435000061988831 6.055000066757203 180.14359283447268 -0.36935165524482721 7.6499998569488534 1 0.9536806344985963 1016.6499938964845 97.500000000000014 1.8550000190734866 0.62500000000000011 0.49543279409408575 0.87878364324569713 221.84476470947268 1.5149999856948855 -0.93253678083419789 0.065977152436971678 16.550000190734867 285.89140319824224 0.94828754663467418 257.26022338867193 1.075000047683716 0.59480014443397533 0.22500000149011615 2.3449999094009404 0.10500000044703485
decision_type=2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 6 12 18 17 -3 10 25 16 -2 -14 15 23 19 -7 -4 -8 -9 -6 -11 -1 -25 26 29 -28 -29 -10
right_child=5 8 3 -5 21 7 11 20 9 22 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0021841811091297624 0.00060167019561964061 -0.0012084114533527689 -0.00012742074095440137 -0.0017495657165442155 -0.0013331483459985407 -0.0027690454071905932 -0.00014926178693616378 0.0006531354054458865 0.0047804369202266925 -0.0014669062531815691 0.002657092681330252 -0.002916471529882243 -0.026928572319938168 -0.0017184222602385825 -0.0015450934081126329 -0.00089422176761714547 -0.00096240185907621879 -0.00045181545774821005 0.0020158826333002053 0.00065045354826973392 0.0045385609546706044 -0.0057444086376337179 -0.00070933959202740965 0.030846629201301507 0.0046646585940557017 -0.00041764291605991084 0.029314162979241123 -0.0016015705581501885 0.026062068953696227 -0.00079118637957736231
leaf_weight=2772 715255 210536 4940 12700 9356 3595 46153 7196 678 35179 2853 2373 38 2951 29904 8737 13079 30295 13733 58043 1142 765 72683 35 59 39019 55 59 27 1210
leaf_count=2772 715255 210536 4940 12700 9356 3595 46153 7196 678 35179 2853 2373 38 2951 29904 8737 13079 30295 13733 58043 1142 765 72683 35 59 39019 55 59 27 1210
internal_value=1.0756e-06 -0.000724081 -0.000233323 -4.18785e-06 0.000145138 0.000539788 0.000277702 -0.000325838 -0.000998582 -0.000707493 -9.58771e-05 9.49231e-05 0.000590681 -0.00203893 -0.00112262 -3.47685e-05 0.000155857 -0.000697624 0.00144887 0.000296224 0.0011853 -0.00166658 -0.00095633 0.00258527 0.0144133 -0.000287243 0.00222044 0.0157551 0.00708353 0.00120964
internal_weight=1.32542e+06 564948 202649 161142 148442 760472 138321 42228 362299 151763 43901 119648 718244 2989 41507 11603 117275 33890 18673 104196 8338 10121 107862 2866 94 41048 2029 141 86 1888
internal_count=1325420 564948 202649 161142 148442 760472 138321 42228 362299 151763 43901 119648 718244 2989 41507 11603 117275 33890 18673 104196 8338 10121 107862 2866 94 41048 2029 141 86 1888
cat_boundaries=0 1 2
cat_threshold=6288 3344
is_linear=0
shrinkage=0.05


Tree=67
num_leaves=31
num_cat=3
split_feature=99 92 28 12 112 16 24 136 111 58 132 136 8 113 57 66 24 52 72 23 126 125 61 36 22 72 16 24 136 56
split_gain=186.917 27.6257 17.7133 16.444 15.4826 16.1418 17.4594 15.0664 12.6171 10.5579 10.2029 9.74632 10.2377 8.3252 7.59518 7.51235 7.05156 6.88692 6.59613 8.38628 7.93876 5.50084 5.43605 5.4139 5.40274 5.19781 5.15009 7.78793 5.11547 5.08066
threshold=-0.7085493505001067 -0.19104112684726712 1021.3500061035157 2.435000061988831 0.0087262028828263907 12.50999975204468 211.50000000000003 0 -0.89625224471092213 260.00993347167974 1014.4500122070314 1 7.6499998569488534 -0.44618082046508784 180.14359283447268 23.704999923706058 328.50000000000006 0.73500001430511486 0.49543279409408575 6.3250000476837167 0.38266885280609136 0.608738273382187 0.25425215065479284 16.250000000000004 5.9149999618530282 0.59188422560691845 13.344999790191652 250.50000000000003 2 71.022018432617202
decision_type=2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=1 2 3 4 5 7 -7 10 23 -10 14 29 -13 -11 -1 22 -14 -15 20 -20 -9 -18 -16 -2 -24 -26 -8 -28 -21 -3
right_child=8 11 -4 -5 -6 6 26 18 9 13 -12 12 16 17 15 -17 21 -19 19 28 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0026170142428731686 -0.0030331725524170316 -0.0042455865257898023 -0.0020665073043855419 -0.0016405478102422971 0.001994195455405265 0.00014509593142812352 -0.00034661443349959887 0.0018377183413273328 0.00057743373116192129 -0.00042448410618564441 -0.0018580893581571054 -0.0011094701428051021 -0.00058385717147712473 0.0045311750574782922 0.0032495037528205515 0.003973636520389799 -0.0025343053712944003 0.00063896889718535396 -0.00098651353508564859 0.00051259783183834294 -0.00031962507137534691 0.0018847268525460836 -0.00051605033499885211 0.0027870761748867434 0.002775756235774994 0.00060393744959278718 -0.0013355224357122883 -0.0032590376317237742 -0.00070922125657687444 -0.0014788036171858676
leaf_weight=6923 3386 1709 12790 17039 9088 23001 5541 7867 705793 43830 3127 161633 113286 1427 1893 1783 826 5583 34427 24843 9312 4777 9416 453 3199 19847 14210 8357 13063 56991
leaf_count=6923 3386 1709 12790 17039 9088 23001 5541 7867 705793 43830 3127 161633 113286 1427 1893 1783 826 5583 34427 24843 9312 4777 9416 453 3199 19847 14210 8357 13063 56991
internal_value=1.02183e-06 -0.000687877 -0.000259256 -0.000150703 -2.11173e-05 -0.000119159 -0.000876495 0.000166078 0.000512799 0.000527306 0.000899401 -0.000973091 -0.000850384 -0.000168603 0.00109985 0.000809208 -0.00049822 0.00143129 -0.000212392 -0.000421588 0.000668315 0.00123327 0.000644977 -0.00234639 0.000493095 0.000905406 -0.00171247 -0.00204784 9.1488e-05 -0.00155909
internal_weight=1.32542e+06 564948 225726 212936 195897 186809 51109 135700 760472 756633 46188 339222 280522 50840 43061 36138 118889 7010 89512 72333 17179 5603 34355 3839 32462 23046 28108 22567 37906 58700
internal_count=1325420 564948 225726 212936 195897 186809 51109 135700 760472 756633 46188 339222 280522 50840 43061 36138 118889 7010 89512 72333 17179 5603 34355 3839 32462 23046 28108 22567 37906 58700
cat_boundaries=0 1 2 3
cat_threshold=774 4192 1121
is_linear=0
shrinkage=0.05


Tree=68
num_leaves=31
num_cat=0
split_feature=99 93 109 38 110 43 90 58 134 8 127 54 68 52 65 122 28 27 31 12 65 23 75 20 111 60 112 92 122 12
split_gain=168.693 25.1191 15.0225 13.6575 11.6018 10.9344 9.486 9.30058 8.02094 7.7785 8.14481 7.38666 7.22608 7.07896 8.63766 7.37031 6.79954 8.12511 6.53964 6.42363 6.57154 6.4207 6.27428 5.99282 7.33626 6.576 6.55546 5.7795 5.65801 5.56219
threshold=-0.7085493505001067 -0.28224040567874903 0.33222486078739172 15.34999990463257 -0.88797050714492787 9.6500000953674334 -0.057956635951995843 260.00993347167974 1016.5499877929689 9.7500000000000018 0.9536806344985963 2.8850001096725468 281.66557312011724 0.2650000005960465 10.265000343322756 -0.35019405186176294 1015.2500000000001 267.50000000000006 1014.6499938964845 1.9950000047683718 13.015000343322756 6.8849999904632577 0.50325357913970958 5.8650000095367441 0.0087807714007794874 0.43157230317592626 -0.87878364324569691 -0.30888347327709192 -0.85260769724845875 0.50499999523162853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 19 -2 6 8 -6 18 27 -11 -8 23 15 -15 -14 17 28 -4 20 -1 -21 -20 24 -3 -25 -26 -9 29 -5
right_child=4 12 5 16 7 -7 11 9 -10 10 -12 -13 13 14 -16 -17 -18 -19 22 21 -22 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.0012320623646731622 -0.0022346852723013366 0.00042582727025316413 0.00028643803806507466 0.018319514126515373 0.00054823053261031623 0.0026258177278168805 0.00013975119625296789 0.00081834123549791879 -0.0029715510320064069 0.00018601714936265453 0.0029570633207069083 0.0020516190265391829 -0.00023580364339692816 -0.0011990076986570124 -0.00056723155209055564 0.0036704902816022764 -0.0010251759555545937 -0.00073579923362619313 0.0005465843469095584 -0.0039765758147357879 0.0014198418468924798 -0.0012846365296883199 -0.00075385346385171796 -0.0022558982732283038 -0.0020971075578293287 -0.0012059966050156417 -2.542398375601059e-05 -0.00091424826436159858 0.00059777544123531439 0.0027280720560029352
leaf_weight=32841 3895 10869 54055 58 705723 4117 11207 5851 2498 14626 3239 9199 3777 84237 151229 1775 8909 6399 11710 4170 2515 4725 44609 18915 9456 70515 6405 27138 6599 4159
leaf_count=32841 3895 10869 54055 58 705723 4117 11207 5851 2498 14626 3239 9199 3777 84237 151229 1775 8909 6399 11710 4170 2515 4725 44609 18915 9456 70515 6405 27138 6599 4159
internal_value=9.70662e-07 -0.000653483 -0.000216345 -0.000810399 0.000487159 8.79352e-05 9.53918e-06 0.000501171 -0.000169818 -0.000151889 0.00068842 0.00100162 -0.000907766 -0.000751638 -0.000793247 0.00101306 9.61427e-05 0.000676441 -0.000106409 -0.00134559 -0.00104342 -0.00254662 -0.000483463 -0.00123171 -0.000574814 -0.00142806 -0.00126052 -0.000606952 0.00151195 0.00294251
internal_weight=1.32542e+06 564948 207770 70375 760472 137395 133278 756577 112872 50854 17865 20406 357178 241018 235466 5552 26124 17215 110374 44251 35356 8895 56319 116160 26730 89430 15861 32989 10816 4217
internal_count=1325420 564948 207770 70375 760472 137395 133278 756577 112872 50854 17865 20406 357178 241018 235466 5552 26124 17215 110374 44251 35356 8895 56319 116160 26730 89430 15861 32989 10816 4217
is_linear=0
shrinkage=0.05


Tree=69
num_leaves=31
num_cat=2
split_feature=99 92 28 91 12 112 16 24 136 132 136 4 57 66 109 38 20 80 72 22 126 86 52 75 64 16 73 63 64 84
split_gain=152.328 23.1639 14.6851 14.3473 13.6712 13.2394 14.3551 14.5013 12.0344 8.47462 7.97423 8.98134 7.11339 6.63949 6.24127 7.85199 6.3845 6.15353 5.57211 7.0616 6.78315 5.53396 7.88462 10.5834 5.79248 5.63152 5.6 5.35367 5.31849 5.34371
threshold=-0.73995697498321522 -0.19104112684726712 1021.2500000000001 -0.64883440732955922 2.435000061988831 0.0087262028828263907 12.50999975204468 211.50000000000003 0 1013.1499938964845 1 8.7500000000000018 175.8076095581055 21.785000801086429 -0.75116252899169911 20.550000190734867 4.3350000381469735 336.88066101074224 0.49543279409408575 5.3550000190734872 0.39873388409614569 0.88964000344276439 1.294999957084656 0.54009133577346813 4.2550001144409189 11.775000095367433 0.4621089398860932 0.33223566412925726 1.1549999713897707 0.87086433172225963
decision_type=2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 27 5 6 8 -8 9 12 -3 21 -1 -14 15 16 -5 -13 20 -20 -10 22 23 25 -24 26 -12 -2 -25 -30
right_child=3 10 -4 14 -6 -7 7 -9 18 -11 11 17 13 -15 -16 -17 -18 -19 19 -21 -22 -23 24 28 -26 -27 -28 -29 29 -31
leaf_value=0.0028276093549462842 0.00053980719845401429 -0.0014432079105869706 -0.0018802184502325549 0.016121904472154149 -0.0015521537883077293 0.0018905790981206339 0.00011392565215837181 -0.001613722137990796 0.0017389827997967148 -0.0013855654221161327 0.0041516615015369891 -0.00033189266265562392 0.00063418115489734803 0.0035784814707636179 0.00051927166898523393 0.0060997216058028651 -0.0035798984779857202 0.0027845381056999523 -0.0016533290705124653 -0.00017490036215542904 -0.00029254332998568969 -0.0017242336015684968 -0.0017204707965810173 -0.0016704215987504223 -0.00086228791610101774 -0.0021555320375472851 0.00079127278053348678 -0.00050698938540344463 0.00094383316749328491 -0.0017748249838041665
leaf_weight=5006 16087 57962 12878 42 15781 8651 22001 27116 7652 3869 2512 56103 32150 2036 715773 258 1963 1630 9329 60176 8874 20706 22764 6905 144332 750 2448 50737 6412 2517
leaf_count=5006 16087 57962 12878 42 15781 8651 22001 27116 7652 3869 2512 56103 32150 2036 715773 258 1963 1630 9329 60176 8874 20706 22764 6905 144332 750 2448 50737 6412 2517
internal_value=9.2213e-07 -0.000644966 -0.000243008 0.000445767 -0.000138962 -1.9613e-05 -0.000112342 -0.000839856 0.000164464 0.000846718 -0.000911484 -0.000796005 0.0010673 0.000809534 0.000510983 -0.00211069 -0.00316719 -0.000243905 -0.000177102 -0.000373336 0.00064811 -0.0009483 -0.00086313 3.71205e-05 -0.000979201 0.00188255 0.00249315 -0.000254987 -0.000628372 0.000177469
internal_weight=1.32542e+06 540560 215519 784860 202641 186860 178209 49117 129092 43061 325041 267079 39192 34186 718036 2263 2005 57733 86031 69505 16526 209346 188640 21544 167096 5710 4960 66824 15834 8929
internal_count=1325420 540560 215519 784860 202641 186860 178209 49117 129092 43061 325041 267079 39192 34186 718036 2263 2005 57733 86031 69505 16526 209346 188640 21544 167096 5710 4960 66824 15834 8929
cat_boundaries=0 1 2
cat_threshold=774 4192
is_linear=0
shrinkage=0.05


Tree=70
num_leaves=31
num_cat=3
split_feature=96 94 29 12 52 65 85 25 117 111 122 136 28 135 119 92 75 88 55 136 112 56 64 72 52 13 136 12 15 36
split_gain=137.699 24.1179 17.8101 18.361 12.6381 19.6859 15.8665 12.3077 16.3003 11.7083 10.9804 10.7074 8.55109 7.93483 7.59784 8.46385 7.3046 7.12166 7.05754 6.67415 6.67003 6.5091 6.30006 7.13517 6.22644 6.84674 6.09434 5.88883 5.88248 5.83021
threshold=-0.61369919776916493 -0.35527564585208887 1020.4500122070314 2.7350000143051152 0.2650000005960465 8.0850000381469744 0.8715980350971223 187.50000000000003 0.49240480363368994 -0.83937042951583851 -0.71322327852249134 0 1014.5499877929689 1017.5499877929689 0.31729258596897131 -0.11000641062855719 0.51116865873336803 0.18298090249300006 13.664999961853029 1 0.19936034083366397 339.46319580078131 0.99500000476837169 0.73000428080558788 0.38499999046325689 1.6250000000000002 2 3.0749999284744267 1.4049999713897707 15.949999809265138
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2
left_child=1 2 3 7 6 19 16 -1 10 -2 12 -10 29 28 -7 27 -3 18 21 -6 -19 -11 -18 -24 -22 -26 -25 -16 -13 -9
right_child=9 4 -4 -5 5 14 -8 8 11 17 -12 13 -14 -15 15 -17 22 20 -20 -21 24 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=0.001531728992847171 -0.0026772159724103 0.0045715684064523568 -0.0018622057736695334 -0.0023670266583085691 -0.00097695799951291957 -0.00095561746296691271 -0.00077919069320033472 9.7610607183834958e-05 -0.00047997331986275311 0.00048089792412179345 -0.00086095060000601891 2.5325602903326891e-05 -0.00051746307384756024 -0.0044858469843483744 0.00082455202576180566 -0.00050696552365717162 -0.0013095346946028878 0.0014807862275756736 -0.0008422473662742186 -0.0016787512548254099 0.021785185602098956 0.0034611426861310777 0.0045384675271220665 0.0067561641910076691 0.0026826378966347711 0.013454599517361669 -0.0020937005385104107 -0.0025872834813110215 0.0011610813749709909 0.0019957396707988759
leaf_weight=13842 2940 2443 13746 7880 69194 84882 9322 7747 21107 691743 61461 15099 16944 696 18597 142528 1631 5342 10104 66630 59 1837 1811 231 685 188 1000 1357 46545 8467
leaf_count=13842 2940 2443 13746 7880 69194 84882 9322 7747 21107 691743 61461 15099 16944 696 18597 142528 1631 5342 10104 66630 59 1837 1811 231 685 188 1000 1357 46545 8467
internal_value=-9.34933e-07 -0.000550325 -0.000121336 -1.55896e-06 -0.000779549 -0.000837786 0.000578029 9.55703e-05 -1.60698e-05 0.000471593 -0.000465326 0.000493333 0.000267996 0.000822819 -0.000572227 -0.00037194 0.00235599 0.000484632 0.000469679 -0.00132143 0.00216174 0.000488791 0.00119771 0.002542 0.0060648 0.00500237 -0.000395128 0.000592525 0.000882891 0.00108882
internal_weight=1.32606e+06 613160 213534 199788 399626 383188 16438 191908 178066 712898 94619 83447 33158 62340 247364 162482 7116 709958 703684 135824 6274 693580 4673 3042 932 873 1231 19954 61644 16214
internal_count=1326058 613160 213534 199788 399626 383188 16438 191908 178066 712898 94619 83447 33158 62340 247364 162482 7116 709958 703684 135824 6274 693580 4673 3042 932 873 1231 19954 61644 16214
cat_boundaries=0 1 2 3
cat_threshold=7344 1811 848
is_linear=0
shrinkage=0.05


Tree=71
num_leaves=31
num_cat=3
split_feature=96 113 30 92 29 136 52 27 52 122 111 27 17 60 136 75 67 39 29 111 53 40 136 76 115 88 98 84 4 38
split_gain=124.273 22.6519 17.6559 16.8016 13.1118 12.741 12.5442 13.0916 12.4521 11.2388 10.5668 8.46147 8.43421 11.8531 8.43087 7.8641 7.10304 7.02813 7.06097 6.92008 6.73782 6.70331 6.60729 6.50512 6.64356 6.4273 6.82899 9.67588 6.32962 6.17416
threshold=-0.61369919776916493 -0.9099266231060027 1008.8500061035157 -0.11000641062855719 1021.5499877929689 0 0.22500000149011615 270.50000000000006 0.86500000953674328 -0.28400452435016627 -0.83937042951583851 302.50000000000006 13.344999790191652 0.42506223917007452 1 0.70497506856918346 2.495000004768372 16.050000190734867 1013.5499877929689 -0.20748718827962873 1.8949999809265139 10.650000095367433 2 22.554999351501468 0.095842104405164733 0.18298090249300006 -0.8478567600250243 0.72864738106727611 5.3500001430511483 20.150000572204593
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 6 20 4 5 11 7 15 9 -5 -2 23 14 -14 -8 -1 -9 -16 -19 -7 -3 -13 -10 24 -4 26 27 -12 -24 -27
right_child=10 2 3 8 -6 19 12 16 22 -11 25 21 13 -15 17 -17 -18 18 -20 -21 -22 -23 28 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0029763388570882201 -0.002543355186584168 -0.0026643078044452065 0.00019257447811820718 -0.00011128132241163584 -0.0019248104393403066 -0.0023307004829334166 -0.0013420841773288553 -0.0019506923081856519 -0.0012253328446764512 0.0029570193679267559 -0.0018825552965716077 0.0010663352041959185 -0.003255831366675311 -0.0012059740827759955 -0.00068963915532743627 -0.00048155461190771404 0.0015559906740511907 0.0017621613324634085 -0.00039441730654197934 -0.00010098577206805117 -0.00098413175398832692 0.0043011434061454284 -0.00086808164878745826 -0.0020480743077442667 0.0025169820634033616 0.0014836081841818 0.0004683850421933535 0.00075175173231630281 -0.0001425824024878548 0.0063694852848646694
leaf_weight=5390 2940 7610 40292 8539 7068 3663 42867 5432 37104 4588 7433 40182 7771 76244 79165 2366 1967 6306 9534 69572 27636 1668 53875 2971 3328 5542 689687 6564 68022 732
leaf_count=5390 2940 7610 40292 8539 7068 3663 42867 5432 37104 4588 7433 40182 7771 76244 79165 2366 1967 6306 9534 69572 27636 1668 53875 2971 3328 5542 689687 6564 68022 732
internal_value=-8.87606e-07 -0.000522808 -0.000281547 -0.00017139 0.000183147 0.000275301 -0.000905619 0.000486149 -0.000518957 0.000961116 0.000448013 0.000679163 -0.00100068 -0.00139558 -0.000760038 0.00192149 -0.00101845 -0.000497221 0.00046413 -0.000212481 -0.0013469 0.00119526 -0.000641151 0.000215726 0.000369916 0.000460401 0.000446195 -0.000647177 -0.000463194 0.00205365
internal_weight=1.32606e+06 613160 376118 340872 168744 161676 237042 15155 172128 13127 712898 88441 221887 84015 137872 7756 7399 95005 15840 73235 35246 41850 159001 46591 43620 709958 703684 13997 121897 6274
internal_count=1326058 613160 376118 340872 168744 161676 237042 15155 172128 13127 712898 88441 221887 84015 137872 7756 7399 95005 15840 73235 35246 41850 159001 46591 43620 709958 703684 13997 121897 6274
cat_boundaries=0 1 2 3
cat_threshold=866 6208 6372
is_linear=0
shrinkage=0.05


Tree=72
num_leaves=31
num_cat=1
split_feature=97 113 93 111 5 17 73 136 60 53 111 26 14 87 116 64 16 36 72 87 30 84 53 104 52 78 84 29 34 29
split_gain=112.456 20.5308 16.0908 13.6723 12.8779 11.752 17.6251 11.6521 11.378 9.03072 8.96821 10.062 8.80487 8.37794 9.11668 8.05922 7.38833 7.24397 6.64825 6.43411 5.97856 6.24401 5.90015 5.85277 8.80696 7.03901 5.87771 5.81723 5.67737 5.3649
threshold=-0.58511728048324574 -0.91702514886856068 -0.21351621299982068 -0.70142880082130421 12.550000190734865 13.344999790191652 0.41420049965381628 0 0.42506223917007452 0.46500000357627874 -0.62449422478675831 190.50000000000003 1.325000047683716 0.87288933992385875 0.97988739609718334 10.465000152587892 11.120000362396242 21.550000190734867 0.32428300380706793 0.89254853129386913 1009.7500000000001 0.91124004125595104 1.9750000238418581 0.081336595118045821 0.46500000357627874 12.894999980926515 0.81996336579322826 1012.5499877929689 15.150000095367433 1017.2500000000001
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 17 7 6 16 -3 -7 13 -9 -12 -13 14 -4 -11 18 -2 27 29 22 -22 -14 -5 25 -25 -26 28 -1 -8
right_child=3 2 9 23 -6 8 19 10 -10 15 11 12 20 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.03237243900657738 -0.0033226325882984224 0.0015530127007338617 0.0020096338910311345 0.00044173061911617162 -0.0029391902021071266 -0.0030686800712133575 -0.00029724109384558756 -0.0020710110695706932 -0.0011484669126900376 -0.0010521129210125549 0.0013650223657412544 -0.00058061643219894086 -0.0024176332928280454 -0.0007326026122408992 0.016132388658359902 -0.00039795065304335116 -0.00097121089145489311 0.0056810617424343946 0.0019497088227374499 -0.0016258349895051935 0.00049851756353550165 -0.0013218723171248303 -7.5275426137557248e-05 0.022866326227735559 -0.002767645516052554 0.0032993030307971573 0.0060910151906223339 0.0041253215866360561 0.010024629629539752 -0.00096246894862374213
leaf_weight=32 3229 13293 4900 700276 3486 8638 67764 4997 72156 74543 13913 50023 3808 3982 117 127810 1660 240 3944 17261 79069 5009 9144 103 349 83 404 738 254 54833
leaf_count=32 3229 13293 4900 700276 3486 8638 67764 4997 72156 74543 13913 50023 3808 3982 117 127810 1660 240 3944 17261 79069 5009 9144 103 349 83 404 738 254 54833
internal_value=-8.44202e-07 -0.000491188 -0.000272926 0.00043153 7.06658e-05 -0.000869644 -0.000602629 0.000129199 -0.00135376 -0.000570008 1.50621e-05 7.98227e-05 -4.17728e-05 0.000979828 0.00233899 -0.000638932 0.00191673 -0.00269972 0.00288171 -0.000722024 0.000236024 0.000390067 -0.000763949 0.00044702 0.00439184 0.0141348 0.00198521 0.00647135 0.0125251 -0.000594772
internal_weight=1.32606e+06 621374 394094 704684 182742 227280 146486 179256 80794 211352 165963 160966 147053 8999 5017 202353 6628 3469 4968 139858 97030 84078 12952 701215 939 186 753 1024 286 122597
internal_count=1326058 621374 394094 704684 182742 227280 146486 179256 80794 211352 165963 160966 147053 8999 5017 202353 6628 3469 4968 139858 97030 84078 12952 701215 939 186 753 1024 286 122597
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.05


Tree=73
num_leaves=31
num_cat=2
split_feature=96 113 30 92 30 136 17 72 60 111 28 27 84 54 4 13 23 111 114 88 54 56 53 20 34 136 111 28 14 12
split_gain=101.923 18.451 15.3728 14.129 11.8106 11.0662 10.0115 14.4661 9.4831 8.66742 8.34462 7.60323 6.18922 6.06967 6.04318 5.91916 5.90784 5.82071 6.21078 5.7617 6.78285 6.62931 5.89981 5.77938 6.05876 6.0196 5.74753 5.56827 5.3292 5.3638
threshold=-0.61369919776916493 -0.9099266231060027 1008.8500061035157 -0.11000641062855719 1021.3500061035157 0 13.344999790191652 0.40385118126869207 0.51168757677078258 -0.83937042951583851 1012.4500122070314 295.50000000000006 0.88701459765434276 1.9149999618530276 5.5499999523162851 0.56499999761581432 6.3250000476837167 -0.20748718827962873 -0.16504132002592084 0.18298090249300006 12.434999942779543 339.46319580078131 4.7750000953674325 4.3350000381469735 18.250000000000004 1 0.28157573938369757 1013.7500000000001 1.8149999976158144 2.8750000000000004
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=1 6 13 4 5 11 7 10 -8 -2 -1 14 -9 -3 27 -12 -13 -7 -19 20 21 -11 -22 -21 25 -25 -16 -4 -18 -30
right_child=9 2 3 -5 -6 17 8 12 -10 19 15 16 -14 -15 26 -17 28 18 -20 23 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0051039435147436675 -0.0023034829289535156 -0.0024960160788531378 0.0016003532913565523 -0.0004716600797791311 -0.0017582371943119354 -0.0021379178191808829 -0.0024044478675505237 -0.00053897995191289755 -0.0010114546772296543 0.00041506013448800805 0.0069288865884235291 0.00045316695369189674 -0.0014458409311911746 -0.00090434334837204361 -0.0026090056363278543 0.00022405583742774642 0.00086875607200585087 -0.00021576113397680396 0.0016925835426699867 0.011306277816001967 -0.0057691892379617407 0.0034550599369776746 -0.00056070488983564297 0.0030694408524507503 0.005591565485633403 -0.00036511376285715377 -0.00014099183208498471 3.5315102260641879e-05 0.002585428230273626 -0.00097330567451925679
leaf_weight=1475 2940 7650 8252 172128 7568 3653 14835 124881 69253 691014 358 22941 22152 27596 3307 4088 14117 64768 4564 160 574 1798 10298 2155 852 3107 8229 18259 11924 1162
leaf_count=1475 2940 7650 8252 172128 7568 3653 14835 124881 69253 691014 358 22941 22152 27596 3307 4088 14117 64768 4564 160 574 1798 10298 2155 852 3107 8229 18259 11924 1162
internal_value=-8.01393e-07 -0.000473465 -0.000255722 -0.000152934 0.000172185 0.000262827 -0.000818961 -0.000578029 -0.00125721 0.000405734 0.00184509 0.000639684 -0.000675608 -0.00124981 0.000106782 0.000763941 0.00104415 -0.000192606 -9.01383e-05 0.000416953 0.000403503 0.00042295 -0.000835693 0.00192545 0.00167996 0.00104661 -0.000848492 0.00052246 0.00154255 0.00226942
internal_weight=1.32606e+06 613160 376118 340872 168744 161176 237042 152954 84088 712898 5921 88191 147033 35246 38047 4446 50144 72985 69332 709958 703684 692812 10872 6274 6114 5262 11536 26511 27203 13086
internal_count=1326058 613160 376118 340872 168744 161176 237042 152954 84088 712898 5921 88191 147033 35246 38047 4446 50144 72985 69332 709958 703684 692812 10872 6274 6114 5262 11536 26511 27203 13086
cat_boundaries=0 1 2
cat_threshold=866 531
is_linear=0
shrinkage=0.05


Tree=74
num_leaves=31
num_cat=3
split_feature=72 113 30 112 136 53 32 52 43 57 108 2 52 54 28 113 129 61 76 41 52 112 136 70 136 31 90 22 92 60
split_gain=92.2991 20.8356 16.0728 20.1493 14.639 14.2511 13.4625 10.7222 9.69355 8.00607 7.43437 7.23639 7.42384 6.90516 6.89208 7.82627 6.62517 8.57423 7.89984 12.2799 7.91667 11.5668 7.54235 6.61626 6.52318 6.39598 5.97829 5.91956 5.80303 5.65965
threshold=0.44393341243267065 -0.94260558485984791 1008.8500061035157 0.078456107527017607 0 6.055000066757203 12.449999809265138 2.3149999380111699 9.6500000953674334 228.63079833984378 -0.13135710358619687 4.5000000000000009 1.8849999904632571 12.694999694824221 1014.8500061035157 -0.25037047266960138 132.50000000000003 0.17182337492704394 4.3949999809265146 14.750000000000002 0.50499999523162853 0.46173103153705602 1 320.69525146484381 2 1020.1499938964845 -0.020074883475899693 8.2550001144409197 0.82373708486557018 0.44028380513191229
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2
left_child=5 -2 29 4 6 13 -4 8 23 -7 -9 12 -6 16 15 -13 18 -18 -1 20 21 24 -22 27 -20 -10 -12 -8 -27 -3
right_child=1 2 3 -5 11 9 7 10 25 -11 26 14 -14 -15 -16 -17 17 -19 19 -21 22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00039390903629418273 -0.00091081901526754265 -0.0021639186372524517 -0.00035810994061222733 0.0022420943315208299 0.0019784363906315086 0.00021971619651432687 0.00066281521007896158 -0.0016681324788043476 0.003824191470317775 -0.0019658518243656467 0.00021827238651328119 -0.00036775867285162352 -0.0001436921306054559 -0.0052162441821652257 -0.00082349750522044932 0.0014657612749102019 -0.031255649858050877 -0.0027327111239232333 -0.0010316863356640178 0.0058381176743479736 0.0014851707219168146 0.020011679091269979 -0.00023245473758790429 0.0033886240699660128 0.0035885690758311545 0.010166636683593076 0.0017529886486229104 0.0079087215681594419 0.037745347423922451 -0.00084798553767408916
leaf_weight=664596 176069 11073 74430 8495 5391 7277 15760 4709 1801 9878 56452 72631 17497 543 118845 6327 27 1091 985 1368 13209 97 12375 2897 3396 208 7149 287 21 31174
leaf_count=664596 176069 11073 74430 8495 5391 7277 15760 4709 1801 9878 56452 72631 17497 543 118845 6327 27 1091 985 1368 13209 97 12375 2897 3396 208 7149 287 21 31174
internal_value=-7.60316e-07 -0.000451883 -0.000266189 -0.000166544 -0.000219773 0.000384966 0.000138477 0.000552463 0.0015413 -0.00103875 0.000248848 -0.000485516 0.00035615 0.000419973 -0.00058293 -0.000220837 0.000424363 -0.00342155 0.000430541 0.00120513 0.000994305 0.00293374 0.000654844 0.00118943 0.00255561 0.00482497 0.00039078 0.000792408 0.0126957 -0.00119289
internal_weight=1.32606e+06 611216 435147 392900 384405 714842 163714 89284 20974 17155 68310 220691 22888 697687 197803 78958 697144 1118 696026 31430 30062 4478 25584 18944 4381 2030 63601 16047 229 42247
internal_count=1326058 611216 435147 392900 384405 714842 163714 89284 20974 17155 68310 220691 22888 697687 197803 78958 697144 1118 696026 31430 30062 4478 25584 18944 4381 2030 63601 16047 229 42247
cat_boundaries=0 1 2 3
cat_threshold=786 787 5920
is_linear=0
shrinkage=0.05


Tree=75
num_leaves=31
num_cat=0
split_feature=98 112 16 94 91 12 116 61 72 54 56 23 31 66 87 52 76 72 65 12 28 84 116 63 89 52 119 87 110 38
split_gain=84.2794 17.2249 13.88 13.7957 12.2491 12.1245 10.5203 19.5369 8.06922 11.2204 7.93882 6.6676 6.40312 5.73844 5.47925 7.13893 8.37701 8.84215 7.58342 5.36169 5.40455 5.36931 5.04032 4.99697 4.98347 4.89717 5.47197 5.54615 4.87642 6.84029
threshold=-0.75047338008880604 0.078456107527017607 12.50999975204468 -0.28072649240493769 -0.75090360641479481 2.2949999570846562 -0.79332312941551197 0.4312990009784699 0.60093176364898693 4.8949999809265146 281.40629577636724 4.4249999523162851 1010.1499938964845 7.5150001049041757 0.89184558391571056 0.86500000953674328 0.67500001192092907 0.63545686006546032 9.4349999427795428 0.63499999046325695 1017.7500000000001 0.83443522453308117 0.11319890245795251 0.34279534220695501 0.61425825953483593 0.54500001668930065 -0.14780378341674802 0.82329276204109203 -0.74834275245666493 20.750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 12 8 -4 24 19 13 -9 -5 -2 -10 15 16 -13 -18 -17 21 -21 25 -3 -14 -8 26 27 -1 29 -6
right_child=4 22 6 11 28 -7 7 10 9 -11 -12 14 23 -15 -16 18 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0095836965833761729 -0.0016111189969491198 0.0021044178536543004 6.4396118733999017e-05 -0.0029872428417617716 -0.0027471188600926718 -0.0012093324542803074 -0.0021880362562490979 -0.0011882121796866155 -0.00065724627716039251 0.0012192311189087365 -0.00047669541341546681 -0.0020534212491374083 0.00064802836557681604 0.00036888261039428835 -0.0012747884366218732 -0.0011598237223448995 0.001915706989663393 -0.00028432548352987839 -0.00031536273692192151 0.0009519481405678862 -0.00049878202008784753 -0.0049635655601783625 -0.0022913948265233428 -0.00041491347278951765 -0.0086398361455925759 0.00070229377380637108 0.0034019022240222747 0.026460651420056821 0.00039828943675501889 0.0057424099874968078
leaf_weight=258 8420 7873 28914 2892 2197 16415 24525 65349 44865 13932 97987 2998 15035 19567 23344 39959 8991 9282 79436 35401 7842 139 711 41787 303 338 306 60 726711 266
leaf_count=258 8420 7873 28914 2892 2197 16415 24525 65349 44865 13932 97987 2998 15035 19567 23344 39959 8991 9282 79436 35401 7842 139 711 41787 303 338 306 60 726711 266
internal_value=5.93709e-06 -0.000481298 -0.000517754 -0.000300834 0.000332034 6.68677e-05 -0.000823556 -0.000960002 0.000237589 -6.74174e-05 -0.000761366 -0.000607335 -0.000324339 -0.000345627 -0.00056537 -0.00044764 0.00039626 0.000798173 -0.000597986 0.00077659 0.000688862 0.00422221 0.00174032 -0.000133661 -0.00226677 0.00554947 0.00817502 0.012768 0.000390762 -0.00183026
internal_weight=1.3261e+06 531687 523103 306025 794416 139123 217078 188164 122708 78364 163336 166902 65242 64432 164010 140666 21271 18273 119395 44344 43243 1101 8584 56822 24828 962 624 318 729174 2463
internal_count=1326103 531687 523103 306025 794416 139123 217078 188164 122708 78364 163336 166902 65242 64432 164010 140666 21271 18273 119395 44344 43243 1101 8584 56822 24828 962 624 318 729174 2463
is_linear=0
shrinkage=0.05


Tree=76
num_leaves=31
num_cat=4
split_feature=98 24 16 94 60 24 111 12 59 72 55 136 4 136 39 85 38 29 136 93 136 55 110 90 7 28 87 122 23 30
split_gain=76.0622 15.6325 13.1461 12.4786 11.8557 15.6464 11.5642 10.8807 8.2492 7.3323 10.5389 6.58509 6.50631 14.4932 7.29434 6.20994 6.08909 5.6449 5.6347 5.47654 5.46549 4.93678 5.41117 4.91473 6.29509 5.29427 4.84146 4.8221 4.69428 4.61574
threshold=-0.75047338008880604 179.50000000000003 12.50999975204468 -0.28072649240493769 0.42740570008754736 248.50000000000003 -0.70142880082130421 2.3449999094009404 240.86845397949222 0.59188422560691845 3.0349999666213994 0 7.9500000476837167 1 12.050000190734865 0.86710473895072948 21.750000000000004 1016.4500122070314 2 -0.21351621299982068 3 9.6149997711181658 -0.074801247566938386 1.0000000180025095e-35 9.4499998092651385 1019.2500000000001 0.89780420064926159 -0.98321744799613942 4.4249999523162851 1017.1499938964845
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 17 16 9 23 11 18 26 19 14 -14 20 -2 -4 -11 -10 -5 22 -12 -8 -25 29 -3 -13 -17 -26
right_child=6 2 4 15 -6 -7 8 -9 12 10 21 27 13 -15 -16 28 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0014172236860455038 -0.0022529096489397314 0.0026927425273324756 0.00026684041814702125 4.3438777055906023e-05 -0.00064306806457884867 -0.0027638339657422187 0.00036863560627509509 -0.0012278756619911327 0.00039233471564513971 0.00038412464870525966 -0.0014401093805618038 0.0030637015023058495 0.0017941835969510112 6.2253132974828809e-05 0.0068105417125386737 -0.0036923740678909997 0.0060505542620692566 -0.0017308357199823194 -0.00083259589125901092 -0.00079171369093347568 -0.00066236531948170589 0.0022932907077625108 0.00067042958581919302 0.0017630818575895485 -0.0017476146990698643 0.0094278101866265111 -0.0021336182804169274 0.00036086046660200141 -0.0009364394270317709 -0.011144315645766543
leaf_weight=10895 5512 5673 8974 47323 184083 16353 696877 14578 13138 12832 3462 1733 1904 25490 1170 1592 230 5836 36778 38047 65245 3976 24739 10872 932 92 572 34537 52506 152
leaf_count=10895 5512 5673 8974 47323 184083 16353 696877 14578 13138 12832 3462 1733 1904 25490 1170 1592 230 5836 36778 38047 65245 3976 24739 10872 932 92 572 34537 52506 152
internal_value=5.64023e-06 -0.000457233 -0.000496446 -0.0002856 -0.000795747 -0.00169764 0.000315432 6.44411e-05 0.000331709 0.000216003 -6.08701e-05 0.000748628 -0.000150421 0.000454135 0.00369146 -0.000577283 -0.00192031 -0.00052036 -0.000517972 -0.000487796 -0.000365704 0.000643883 0.000411336 0.000385946 0.00138719 -0.00208789 0.00224708 0.000489869 -0.00101754 -0.00306523
internal_weight=1.3261e+06 531687 520792 305546 215246 31163 794416 138880 788674 124302 81787 42515 79749 28564 3074 166666 5742 14810 49610 51185 112568 32177 28201 708925 12048 1176 6245 36270 54098 1084
internal_count=1326103 531687 520792 305546 215246 31163 794416 138880 788674 124302 81787 42515 79749 28564 3074 166666 5742 14810 49610 51185 112568 32177 28201 708925 12048 1176 6245 36270 54098 1084
cat_boundaries=0 1 2 3 4
cat_threshold=2050 16 70 2834
is_linear=0
shrinkage=0.05


Tree=77
num_leaves=31
num_cat=2
split_feature=98 25 17 93 111 136 60 25 91 12 66 30 0 32 37 85 54 88 96 38 30 11 83 136 52 27 38 42 53 16
split_gain=68.6463 14.902 12.3625 10.6854 10.4367 9.30287 8.21979 11.7262 7.51661 7.26851 7.35163 7.40611 6.478 6.05076 5.64523 5.64474 6.06142 5.8999 5.51457 5.4954 5.35899 5.32495 5.26706 5.25796 6.70379 7.32385 5.98018 5.42706 6.5055 5.44267
threshold=-0.75047338008880604 188.50000000000003 13.344999790191652 -0.1270121484994888 -0.70142880082130421 0 0.47895696759223944 229.50000000000003 -0.75090360641479481 2.2949999570846562 14.944999694824221 1020.4500122070314 91.500000000000014 11.650000095367433 17.150000572204593 0.87913528084754955 0.42499999701976782 -0.12659114599227902 1.0000000180025095e-35 21.750000000000004 1021.9500122070314 0.65000000596046459 282.08477783203131 1 0.10500000044703485 265.50000000000006 17.150000572204593 12.550000190734865 0.83499997854232799 8.0099999904632586
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 14 3 5 19 12 7 -4 13 10 11 21 -3 -6 -1 16 -5 -18 -10 -2 -14 -7 -19 24 25 -23 -25 -26 29 -29
right_child=4 2 6 15 8 9 -8 -9 18 -11 -12 -13 20 -15 -16 -17 17 22 -20 -21 -22 23 -24 26 27 -27 -28 28 -30 -31
leaf_value=0.00061255352854225971 -0.0021402641655976213 -0.00070102905491689778 -0.00030924450729817165 0.00087419168336952369 -0.00096649724065638357 0.001456006678622869 -0.00066548225279610112 -0.0022787854762661252 0.0003494532449879891 -0.0011782035403959728 0.0012347762357871942 -0.0014918861062711947 0.0014874575874324163 0.00011074193392642709 0.0030433814408253237 -0.0011115509592050244 -0.00044181644225837802 -0.0041376878270545786 0.0021267501686899285 0.0057480265633405555 -0.0024881562836055792 0.0041191638316680438 -0.0010409758425991085 -1.7670667129401928e-05 -0.00089428386100133192 -0.00026576850670492709 0.0015480701537632161 0.030404158362653106 0.0016882353756088942 0.0054313776354926327
leaf_weight=14017 5512 5114 11950 8335 18650 5594 129428 20559 722333 16179 10194 9652 18222 43300 2879 39089 131551 1979 4391 230 889 1487 4485 56381 33751 2648 6838 40 378 48
leaf_count=14017 5512 5114 11950 8335 18650 5594 129428 20559 722333 16179 10194 9652 18222 43300 2879 39089 131551 1979 4391 230 889 1487 4485 56381 33751 2648 6838 40 378 48
internal_value=5.35784e-06 -0.000434372 -0.000482328 -0.000316338 0.00029966 -2.67557e-05 -0.000844014 -0.0015548 0.000315124 -0.000180075 -5.29448e-05 -0.000165317 0.0008792 -0.00021356 0.00102676 -0.000577773 -0.000435205 -0.000514282 0.000360192 -0.00182429 0.00130252 -4.58377e-05 -0.00198906 -0.000128551 -0.000590337 0.00131111 0.000151662 -0.000820293 0.00453868 0.0167826
internal_weight=1.3261e+06 531687 514791 352854 794416 167415 161937 32509 788674 143190 127011 116817 24225 61950 16896 185439 146350 138015 726724 5742 19111 107165 6464 101571 38352 4135 63219 34217 466 88
internal_count=1326103 531687 514791 352854 794416 167415 161937 32509 788674 143190 127011 116817 24225 61950 16896 185439 146350 138015 726724 5742 19111 107165 6464 101571 38352 4135 63219 34217 466 88
cat_boundaries=0 1 2
cat_threshold=258 7312
is_linear=0
shrinkage=0.05


Tree=78
num_leaves=31
num_cat=1
split_feature=72 112 30 112 136 33 53 89 56 52 94 37 120 2 23 4 108 114 4 60 57 52 79 40 9 56 16 57 57 2
split_gain=62.9395 15.9056 14.0582 17.4991 13.3462 11.3044 11.1882 9.11636 7.29046 10.2122 9.91708 7.26827 7.05957 7.04196 7.73442 6.86341 11.605 6.72055 6.58181 6.3096 5.82698 5.61807 5.56858 5.56395 5.52124 5.20062 5.16013 11.7537 5.10842 4.88264
threshold=0.44393341243267065 -0.96359375119209278 1007.8500061035157 0.078456107527017607 0 12.650000095367433 7.9749999046325692 0.020751684904098514 208.47959899902347 0.34499999880790716 -0.35527564585208887 17.050000190734867 -0.64942333102226246 2.5000000000000004 6.0250000953674325 9.0500001907348651 0.92397892475128185 -0.28400452435016627 11.750000000000002 0.44257080554962164 211.65531921386722 1.8849999904632571 3.4850000143051152 8.4499998092651385 0.35000000894069677 208.47959899902347 13.344999790191652 236.38002777099612 72.23178863525392 339.50000000000006
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 26 19 4 5 15 8 18 -1 24 11 -11 -13 21 -15 -4 -17 28 23 -3 -8 -6 -12 -7 -10 -21 -2 -28 -16 -26
right_child=1 2 3 -5 13 7 20 -9 9 10 22 12 -14 14 17 16 -18 -19 -20 25 -22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.00031338224677129504 -0.0006137112092677499 -0.0022731290030996555 -0.00051887620529789851 0.0019764789648986799 0.0017904452579372448 0.00017162501042770762 0.00048083537291877126 0.002218081736277821 0.018503419237752113 0.00087651197625114639 -0.0018121746262631487 0.0015222962987723233 0.0051752801536949083 -0.0010093657471142183 -0.0025862923316529269 0.00016395337839024155 0.0044020594012391754 0.0010680697905708931 0.0025519369878482302 0.00058121197191517431 -0.0018677544431136271 -3.4485987245999252e-05 0.00043575030613825748 0.0017898820303396787 0.0029249704715224728 -0.0010906752832956698 -0.0044230606809392845 -0.0010620162096348731 -0.00037627043754757017 0.0108837353594565
leaf_weight=668395 90260 9210 65541 9498 5500 72429 3785 7384 62 13198 4137 3165 2272 58834 2660 19155 1764 8044 3355 5704 8738 18083 8247 5732 2987 25205 2757 46017 153779 206
leaf_count=668395 90260 9210 65541 9498 5500 72429 3785 7384 62 13198 4137 3165 2272 58834 2660 19155 1764 8044 3355 5704 8738 18083 8247 5732 2987 25205 2757 46017 153779 206
internal_value=5.08995e-06 -0.000367615 -0.000229131 -0.00014594 -0.00019368 0.000139867 0.000323452 0.000535774 0.000349852 0.00106108 0.000781494 0.0015103 0.0030488 -0.000430568 -0.000517361 -0.000267198 0.000521333 -0.000341376 0.000383385 -0.00112442 -0.00115791 0.000391122 -0.000315192 0.000290301 0.00372539 -0.000782142 -0.000837628 -0.001252 -0.000413848 0.00343844
internal_weight=1.3261e+06 610911 471877 431758 422260 175360 715192 88900 702669 34274 31019 18635 5437 246900 223317 86460 20919 164483 81516 40119 12523 23583 12384 78161 3255 30909 139034 48774 156439 3193
internal_count=1326103 610911 471877 431758 422260 175360 715192 88900 702669 34274 31019 18635 5437 246900 223317 86460 20919 164483 81516 40119 12523 23583 12384 78161 3255 30909 139034 48774 156439 3193
cat_boundaries=0 1
cat_threshold=786
is_linear=0
shrinkage=0.05


Tree=79
num_leaves=31
num_cat=2
split_feature=98 112 91 24 92 42 124 30 22 38 136 32 72 76 23 56 52 27 78 52 12 19 67 3 136 75 76 88 111 90
split_gain=57.2211 12.2854 10.8298 8.15327 8.7369 8.59048 8.96293 7.05127 6.94497 6.5639 6.34784 6.42358 5.53463 6.1914 6.03391 5.50833 9.65991 13.9476 6.23513 5.39721 5.39447 5.58582 5.37982 5.2807 5.22563 5.17114 6.13539 5.08071 5.01156 6.07364
threshold=-0.79820445179939259 -0.0087262028828264497 -0.74646547436714161 287.50000000000006 -0.17074259370565412 9.1500000953674334 0.49240480363368994 1010.6499938964845 7.4349999427795419 17.150000572204593 0 12.250000000000002 0.39857481420040136 4.8949999809265146 4.9049999713897714 134.44224548339847 0.22500000149011615 266.50000000000006 0.5249999761581422 1.8149999976158144 2.9550000429153447 9.5450000762939471 0.55500000715255748 346.50000000000006 1 0.70497506856918346 1.5349999666213991 -0.93609309196472157 -0.70142880082130421 0.065460730344057097
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=1 3 7 9 5 8 -7 -2 20 15 11 -9 13 -11 -14 -1 17 25 -19 22 21 24 27 -8 -5 26 -17 -13 -4 -30
right_child=2 -3 28 4 -6 6 23 10 -10 12 -12 19 14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0022911106786082519 -0.0012951222997773023 0.0012605044033518658 -0.0018185585723804378 0.0016036307349135308 -0.00049498787211867796 -0.0020313069504550247 0.0031866459806818518 -0.00034501309778605293 0.0010109016739926981 0.00036879348736038172 -0.00064380035281752989 0.032598777588767308 -0.0025841980719638492 0.0046270690263878539 5.478989148954296e-05 0.01313122183094826 -0.0008206645912984885 0.0252634977840859 -0.00083651217964610884 0.00041541588184308118 -0.0033691764982468884 -0.00071155695336817262 0.0018706798929236043 0.0095540785166415981 7.6907177883784184e-06 0.0010099680646773026 0.0042989112314027527 0.0074490862152713352 0.00030638161729569036 0.0014469243833823207
leaf_weight=5961 13781 10510 2738 5857 164439 746 1899 23283 14856 2497 30448 24 2447 1297 18864 225 176689 23 4480 21859 1298 25530 5859 393 40796 1065 1559 123 734696 11861
leaf_count=5961 13781 10510 2738 5857 164439 746 1899 23283 14856 2497 30448 24 2447 1297 18864 225 176689 23 4480 21859 1298 25530 5859 393 40796 1065 1559 123 734696 11861
internal_value=4.83545e-06 -0.000430212 0.000252796 -0.000467945 -0.000277168 0.000114822 0.00272904 -0.000249016 2.49164e-05 -0.000694826 -7.23358e-05 0.000267926 6.50153e-05 0.00182451 -0.000248227 -0.000795224 -0.000746773 0.00102906 -0.000703201 0.000780172 -0.000174425 -0.000116977 0.00210771 0.00427844 0.000208397 0.00376699 0.00541285 0.0115552 0.000316671 0.000324502
internal_weight=1.3261e+06 481431 844672 470921 255814 91375 3038 95377 88337 215107 81596 51148 25105 3794 21311 190002 184041 7352 4503 27865 73481 72183 6006 2292 46653 2849 1784 147 749295 746557
internal_count=1326103 481431 844672 470921 255814 91375 3038 95377 88337 215107 81596 51148 25105 3794 21311 190002 184041 7352 4503 27865 73481 72183 6006 2292 46653 2849 1784 147 749295 746557
cat_boundaries=0 1 2
cat_threshold=787 6
is_linear=0
shrinkage=0.05


Tree=80
num_leaves=31
num_cat=4
split_feature=75 24 26 23 92 136 8 136 111 136 52 106 61 25 20 31 28 52 83 116 7 95 52 83 28 108 122 136 53 55
split_gain=52.2332 12.8991 13.06 9.73394 15.1229 12.9254 11.2654 8.95808 8.63851 6.51849 6.37244 6.3646 8.20241 8.01642 6.19306 6.15822 6.17933 6.05485 5.6896 5.65526 5.11219 5.00451 8.58145 8.5529 8.32141 8.66725 7.59587 7.48785 6.17188 5.26276
threshold=0.47909757494926458 175.50000000000003 287.50000000000006 5.9649999141693124 -0.28447787463665003 0 7.4500000476837167 1 -0.55228257179260243 2 0.34499999880790716 -0.62390103936195362 0.39208374917507177 194.50000000000003 4.0250000953674325 1020.8500061035157 1011.2500000000001 3.8850001096725468 323.55580139160162 -0.53727915883064259 6.2500000000000009 -0.53795251250267018 0.86500000953674328 333.65623474121099 1014.4500122070314 1.0000000180025095e-35 -0.80382624268531788 3 11.434999942779543 0.94499999284744274
decision_type=2 2 2 2 2 1 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=8 9 11 10 5 15 -6 17 14 -2 18 13 -13 -3 20 16 -5 -8 -4 -11 -1 24 23 28 26 -26 -10 -24 -23 -29
right_child=1 2 3 4 6 -7 7 -9 21 19 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 27 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0010013969591818751 0.0029145220668811557 0.00059888005828851083 -0.00015317208256474554 7.5939829537571005e-05 -0.00063165308521538643 -0.00031159098015579289 0.0039766287632646558 -2.8931682541732048e-05 0.0029322218045068531 0.00079872780918817127 -0.00092223195099310623 -0.0029574992776003695 -0.00093225060453760522 -0.00066235824153282189 -0.0019898103877489634 -0.0015897763689953497 0.001390226170331023 0.00078997116386641988 0.0030571044293227542 -0.0048860523556595392 0.033926453170451253 0.00030769928503453263 0.00029818023364810834 0.0056425827320357577 -0.0017597627858665253 0.00062518765262424222 0.00090110465092325736 -0.0024440867087459589 -0.0055177105186189849 -0.00063106578300352334
leaf_weight=20 4201 13572 5682 11606 113931 30963 2261 90586 6582 5827 57678 6297 24263 175682 4784 2241 38983 4375 1823 473 22 643943 17960 751 4695 20197 15310 5360 455 15806
leaf_count=20 4201 13572 5682 11606 113931 30963 2261 90586 6582 5827 57678 6297 24263 175682 4784 2241 38983 4375 1823 473 22 643943 17960 751 4695 20197 15310 5360 455 15806
internal_value=5.42144e-06 -0.000344873 -0.00037632 -0.000190947 -6.87439e-05 0.0004996 -0.000294283 0.00010107 0.000286484 0.00139188 -0.000743901 -0.000680025 -0.00134956 -0.000571911 -0.00182198 0.000974903 0.00108871 0.0018729 0.000626619 0.000371329 0.0172941 0.000300402 0.000266196 0.000309801 0.000800714 0.000175351 0.00151178 -0.00045281 0.000303586 -0.00108967
internal_weight=1.32633e+06 590444 579943 360129 294946 83793 211153 97222 735885 10501 65183 219814 30560 189254 4826 52830 50589 6636 7505 6300 42 731059 684275 645149 46784 24892 21892 39126 644398 21166
internal_count=1326329 590444 579943 360129 294946 83793 211153 97222 735885 10501 65183 219814 30560 189254 4826 52830 50589 6636 7505 6300 42 731059 684275 645149 46784 24892 21892 39126 644398 21166
cat_boundaries=0 1 2 3 4
cat_threshold=775 16 2098 1814
is_linear=0
shrinkage=0.05


Tree=81
num_leaves=31
num_cat=4
split_feature=75 23 92 136 111 52 117 123 8 92 136 4 14 39 136 2 124 15 29 136 88 20 11 111 120 105 58 17 5 129
split_gain=47.2235 11.7231 13.6177 17.03 9.23372 9.11347 8.37094 7.98721 7.93968 8.37555 7.54385 6.49969 6.62278 6.08987 5.9246 6.10674 5.805 5.41358 5.41331 5.3693 5.28007 5.2781 7.42738 5.21778 5.45264 6.02831 4.98737 4.90219 4.75678 4.58876
threshold=0.49918198585510259 6.0250000953674325 -0.88208690285682667 0 -0.55228257179260243 0.30500000715255743 0.30069434642791754 -0.97233289480209339 7.0499999523162851 -0.13015602529048917 1 5.3500001430511483 1.6150000095367434 12.34999990463257 2 216.50000000000003 0.93663650751113903 1.7849999666213991 1020.8500061035157 3 0.22204268723726275 4.3350000381469735 7.2500000000000009 0.86335730552673351 -0.62249094247817982 0.33240078389644628 137.31539154052737 6.4600000381469735 1.0000000180025095e-35 70.500000000000014
decision_type=2 2 2 1 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 21 7 -4 27 9 17 13 12 18 -10 15 -7 -15 -8 -5 -13 -14 22 -1 24 -9 -26 -23 -2 -16 -6
right_child=1 2 6 11 29 14 8 23 10 -11 -12 19 20 16 28 -17 -18 -19 -20 -21 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00086318038465447414 -0.0039252550635847094 -0.0028920559491196606 -0.00063239283344966612 0.0006619423266377958 0.00028923297227704267 -0.001470465136926656 -0.00033896166111979707 0.0014181791861988674 0.00068840170294906782 -0.00065014968875594251 3.3543456488349027e-05 0.00041553599698184482 0.0016126111618306998 0.00011304914484985513 0.00054694260075497032 6.6806492350062816e-05 0.0052068862748113291 0.00088626406276049526 -0.0037737338718997829 -0.0015849961201556202 0.0054356199666046419 -0.0086537346759483057 0.029642762406729164 0.0040968523984600486 -0.00082694169070464158 0.011677178481061545 -0.0016000908211881788 -0.00013445471789892241 -0.0013416944399917031 -0.0019369750867706079
leaf_weight=53 1608 3552 145300 28247 741321 9280 19189 7274 5779 100688 109301 10861 13109 816 3520 21261 1778 17005 705 4841 970 263 32 1091 5865 98 5316 1816 63068 2322
leaf_count=53 1608 3552 145300 28247 741321 9280 19189 7274 5779 100688 109301 10861 13109 816 3520 21261 1778 17005 705 4841 970 263 32 1091 5865 98 5316 1816 63068 2322
internal_value=5.15145e-06 -0.000334831 -0.000222466 0.000465227 0.000266964 -0.000786853 -0.000329587 0.000254837 -0.000156746 -0.000415655 0.000144425 0.000668644 0.000986491 0.00158993 -0.000977239 -0.000400168 0.00360451 0.000236685 0.000553931 -0.000201982 0.001876 -0.00174421 0.0106214 0.000773301 0.000499372 -0.00062144 -0.00193261 -0.00191471 -0.00124167 0.000282282
internal_weight=1.32633e+06 577022 462141 62285 749307 114881 399856 17752 254556 136882 117674 58733 43031 8373 97129 30541 2594 36194 28952 15702 14079 5664 85 14328 13237 5963 5579 3424 66588 743643
internal_count=1326329 577022 462141 62285 749307 114881 399856 17752 254556 136882 117674 58733 43031 8373 97129 30541 2594 36194 28952 15702 14079 5664 85 14328 13237 5963 5579 3424 66588 743643
cat_boundaries=0 1 2 3 4
cat_threshold=144 16 310 771
is_linear=0
shrinkage=0.05


Tree=82
num_leaves=31
num_cat=2
split_feature=75 22 25 25 92 136 8 136 111 39 38 40 125 60 53 69 52 104 98 76 24 77 16 58 0 92 7 52 52 95
split_gain=42.6197 11.2208 9.70143 11.5608 10.0187 10.4423 8.53375 11.867 8.33344 6.44545 5.99718 5.96775 5.87879 5.35069 6.81306 6.5193 5.41286 5.35445 5.24654 5.39768 5.2048 5.12739 6.04815 5.63982 5.40552 5.09197 5.06687 4.74134 4.7199 4.62082
threshold=0.49918198585510259 5.3550000190734872 182.50000000000003 289.50000000000006 -0.30888347327709192 0 7.4500000476837167 1 -0.55228257179260243 12.34999990463257 16.94999980926514 6.7500000000000009 0.86159634590148937 0.42952139675617224 0.9650000035762788 234.64726257324222 0.10500000044703485 0.33503086864948278 -0.79820445179939259 28.974999427795414 168.50000000000003 11.164999961853029 6.9049999713897714 201.9411544799805 178.50000000000003 0.96658888459205639 11.34999990463257 0.22500000149011615 12.694999694824221 -0.56196662783622731
decision_type=2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 20 10 5 11 -6 9 21 25 13 12 18 14 15 -4 -15 -17 19 -5 -3 22 24 -23 27 -8 -20 -1 -11 -10
right_child=1 2 3 4 6 -7 7 -9 29 28 -12 -13 -14 16 -16 17 -18 -19 26 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.028481909894618698 -0.0011096140252017136 0.0032843518412868653 -0.0035004706964318964 0.00053886122593323953 -0.00058696500076375218 -0.00048982902751043068 0.00030168069593922457 -0.0001110527649073337 0.00072004701188223752 0.0057879438858067008 0.0002087732838226494 0.0036308663820497316 -0.00056247438165380728 0.0044584893463296311 -0.0015672163290688203 0.00064322703547490796 -0.00056153300603298002 0.024304626206867398 0.0015591331971360198 -0.0023224760354410121 0.00064089426311357122 -0.0077402113384535997 -0.0010301259995676704 -0.0020634362715551894 -0.0040535871022455826 0.0048649916811013966 -0.0020164118474672288 0.0075948466134367568 0.0011671726339952968 0.00023379030013200055
leaf_weight=32 41551 2300 1061 34456 115300 28217 4323 102142 52574 1515 21215 1641 9661 539 29011 6356 143021 24 20555 1731 9780 567 2882 1916 87 712 1041 180 870 691069
leaf_count=32 41551 2300 1061 34456 115300 28217 4323 102142 52574 1515 21215 1641 9661 539 29011 6356 143021 24 20555 1731 9780 567 2882 1916 87 712 1041 180 870 691069
internal_value=4.89236e-06 -0.000318093 -0.000256674 -0.000289006 -0.000103288 0.000320584 -0.000286705 2.92798e-05 0.000253615 0.00195858 -0.000586341 0.000651565 0.000579171 -0.000680048 -0.00122103 0.000128701 -0.000542685 0.000732235 0.000770048 0.00040199 0.0011442 -0.001657 -0.000327882 -0.00335974 0.00644091 0.000946979 0.00138678 0.0107476 0.00410238 0.000268168
internal_weight=1.32633e+06 577022 535471 523391 322164 97302 224862 109562 749307 7420 201227 69085 67444 180012 36452 7441 143560 6380 57783 36187 12080 5664 3181 2483 299 5035 21596 212 2385 743643
internal_count=1326329 577022 535471 523391 322164 97302 224862 109562 749307 7420 201227 69085 67444 180012 36452 7441 143560 6380 57783 36187 12080 5664 3181 2483 299 5035 21596 212 2385 743643
cat_boundaries=0 1 2
cat_threshold=835 16
is_linear=0
shrinkage=0.05


Tree=83
num_leaves=31
num_cat=3
split_feature=72 113 117 136 92 17 73 112 4 136 66 57 23 40 100 83 53 7 28 57 81 2 136 42 112 126 22 85 53 77
split_gain=38.9069 10.8313 12.0625 9.69648 8.75454 8.47824 8.17657 7.00578 6.9131 9.46298 6.69363 7.0485 6.59212 5.8928 5.82153 5.75738 5.75695 5.65179 8.32257 6.41697 7.18671 5.76075 5.57602 5.47589 5.423 5.03032 4.94102 4.87193 4.83263 4.79895
threshold=0.44393341243267065 0.04361772537231446 0.28400452435016638 0 0.026375313289463524 12.50999975204468 0.56181460618972789 0.21643137186765674 9.8499999046325701 1 13.184999942779543 172.108268737793 7.3650000095367441 11.84999990463257 0.75977554917335521 258.29307556152349 8.805000305175783 7.0499999523162851 1015.4500122070314 239.67893218994143 254.24323272705081 117.50000000000001 2 10.250000000000002 0.87032255530357372 0.87032255530357372 5.3949999809265146 0.90109154582023632 1.935000002384186 3.995000004768372
decision_type=2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=6 2 17 4 10 14 29 -7 -6 16 11 28 -12 22 -3 -8 -10 18 21 20 -19 -2 25 -20 -17 -13 -5 -23 -4 -1
right_child=1 5 3 26 8 7 15 -9 9 -11 12 13 -14 -15 -16 24 -18 19 23 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00024643411263551649 -0.00083197688947453895 -0.0014541730750166383 0.00053711228836210271 -0.001206697485998348 -0.00034995668074178912 0.0015328114349948954 -0.003035383830279651 0.0057709541787918546 0.0060774624560467573 0.00027895324532163358 0.00049532132118793536 0.0016498308097336483 0.0023343756184120179 0.0031342976098072597 0.0040775601286968336 -0.00050094542301489322 0.001169518343173383 -0.0036841504847981697 -0.00067131247806636977 -0.00076408738368093792 -0.0011286694254858125 0.00032733631028383645 -0.00034693038649763063 -0.0019995980578565668 0.023804122120465922 -0.0033855288873073058 -0.00030843437473787339 -0.0011747798498647707 0.0033755016305222971 0.00081215385215163162
leaf_weight=661587 19407 3437 3237 16671 87249 6921 2697 1135 1199 18497 10487 6086 9102 1470 552 10589 1191 4501 88798 34976 7077 50435 33988 8502 23 540 187397 6045 2794 39739
leaf_count=661587 19407 3437 3237 16671 87249 6921 2697 1135 1199 18497 10487 6086 9102 1470 552 10589 1191 4501 88798 34976 7077 50435 33988 8502 23 540 187397 6045 2794 39739
internal_value=4.64752e-06 -0.000288059 -0.000317879 -0.000147327 0.000124799 0.00119647 0.000255191 0.00212992 -0.000154352 0.000662726 0.000570673 0.000253454 0.00134984 2.43599e-05 -0.000688689 -0.000972533 0.00361657 -0.000612744 -0.000481273 -0.00110183 -0.00212212 -8.87967e-05 -8.82025e-05 -0.000787377 -0.000448268 0.0012376 -0.000381798 0.000166566 0.00185206 0.000278489
internal_weight=1.32633e+06 611694 599649 379908 175840 12045 714635 8056 108136 20887 67704 48115 19589 42084 3989 13309 2390 219741 173187 46554 11578 75887 40614 97300 10612 6626 204068 56480 6031 701326
internal_count=1326329 611694 599649 379908 175840 12045 714635 8056 108136 20887 67704 48115 19589 42084 3989 13309 2390 219741 173187 46554 11578 75887 40614 97300 10612 6626 204068 56480 6031 701326
cat_boundaries=0 1 2 3
cat_threshold=786 16 2
is_linear=0
shrinkage=0.05


Tree=84
num_leaves=31
num_cat=2
split_feature=52 104 136 25 17 32 17 83 66 64 23 53 136 72 54 25 21 86 56 73 110 67 27 29 79 15 72 65 121 57
split_gain=36.4329 17.9161 16.2307 14.6565 11.1294 11.0053 10.344 9.85136 7.8064 7.28183 8.72868 7.27133 8.25892 7.04247 6.62237 6.19532 6.01723 5.88471 11.1333 7.7952 5.71722 5.63681 5.62544 5.61542 5.36869 5.2297 5.15498 5.51814 5.08301 5.7164
threshold=0.50499999523162853 0.081336595118045821 0 187.50000000000003 12.50999975204468 12.449999809265138 13.344999790191652 330.46519470214849 6.5950000286102304 0.83499997854232799 5.2650001049041757 1.5249999761581423 1 0.60382473468780529 0.2650000005960465 271.50000000000006 4.3350000381469735 0.8862820863723756 217.9377365112305 0.39740836620330816 -0.35436213016510004 1.1649999618530276 171.50000000000003 1009.4500122070314 3.6650000810623173 0.63499999046325695 0.75704503059387218 1.7150000333786013 -0.35019405186176294 242.51918029785159
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 14 6 5 8 -4 11 -5 -7 -11 17 -13 -12 -2 -15 -3 18 20 -20 -1 -18 -8 -19 -25 -6 27 -21 -27 -30
right_child=2 16 3 4 25 9 22 -9 -10 10 13 12 -14 15 -16 -17 21 23 19 26 -22 -23 -24 24 -26 28 -28 -29 29 -31
leaf_value=-0.0039251442134065652 -0.0026338341564018739 0.01474123972619004 -0.00046133318539864069 -0.0012574570360999332 -0.0033123196998019683 0.0020337597684279801 0.0041028175717718876 0.0028802805981459805 -0.0001310611305566614 -0.0010741886665543605 0.00095978707392899067 -0.00027046824505428746 -0.0036678644115098503 -0.0010626805169876112 -0.00060559235402910655 0.00025261573084346927 -0.0070359132508383479 -0.003444670198254016 0.0040594585283948298 0.000647700677940363 0.00024742090205209175 0.008068730818310485 0.0014025791367611152 -0.0021960210705460905 0.00016949008165940022 -0.00018045629317847754 -0.00040465294816895478 0.0029489541429985515 -0.001539590557462408 -0.00051795040654228973
leaf_weight=822 4111 253 7645 21201 1608 5744 2208 3536 56041 12006 33845 6899 2408 9833 191315 100008 80 1683 2585 5858 645003 271 15255 3126 10308 87919 4175 4691 17094 68798
leaf_count=822 4111 253 7645 21201 1608 5744 2208 3536 56041 12006 33845 6899 2408 9833 191315 100008 80 1683 2585 5858 645003 271 15255 3126 10308 87919 4175 4691 17094 68798
internal_value=4.41512e-06 0.000255427 -0.000269168 -0.000100488 -0.000171612 5.06092e-05 0.00107251 0.000247904 -0.000440229 0.00028546 0.000220959 0.000234366 -0.00115371 0.000329178 -0.000648225 0.00013487 0.00886306 0.000253413 0.00027565 0.00152707 0.00024211 0.00462608 0.00174399 -0.000722037 -0.000380948 -0.000473971 0.00108247 0.00167104 -0.000447712 -0.000721275
internal_weight=1.32633e+06 691698 634631 439205 414097 238678 25108 691094 77242 161436 155692 687558 9307 143686 195426 109841 604 678251 663134 17309 645825 351 17463 15117 13434 175419 14724 10549 173811 85892
internal_count=1326329 691698 634631 439205 414097 238678 25108 691094 77242 161436 155692 687558 9307 143686 195426 109841 604 678251 663134 17309 645825 351 17463 15117 13434 175419 14724 10549 173811 85892
cat_boundaries=0 1 2
cat_threshold=6340 1811
is_linear=0
shrinkage=0.05


Tree=85
num_leaves=31
num_cat=1
split_feature=99 30 28 87 129 65 23 55 53 24 16 112 16 12 136 0 4 13 15 115 86 75 14 32 36 111 66 23 20 15
split_gain=33.4708 7.77223 10.2578 7.73976 6.56749 6.3505 5.92064 6.32139 8.10946 5.86298 8.71489 5.77888 5.89284 7.19841 7.51709 8.07157 6.87829 7.89353 5.26494 5.14323 5.96629 5.1428 5.55208 6.00352 5.11393 4.99926 4.97588 4.8534 4.76875 8.96194
threshold=-0.77830213308334339 1006.7500000000001 1016.7500000000001 0.91266521811485302 74.500000000000014 0.16499999910593036 4.2049999237060556 0.064999999478459372 0.10500000044703485 279.50000000000006 3.6349999904632573 -0.16504132002592084 12.50999975204468 2.185000061988831 0 149.50000000000003 4.5499999523162851 1.0549999475479128 1.825000047683716 -0.97988739609718312 0.74289491772651683 0.70288553833961498 1.0649999976158144 15.449999809265138 18.849999427795414 -0.70142880082130421 23.704999923706058 6.1250000000000009 4.3350000381469735 0.90500000119209301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 25 -6 -3 8 21 10 -4 12 13 14 24 16 -16 19 -15 20 -18 22 23 -8 26 -2 -9 -17 29 -13
right_child=4 2 9 -5 5 -7 7 11 -10 -11 -12 28 -14 18 15 27 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010309528145556117 -0.0012124204896946222 -0.002641712010338942 0.022741858088053193 -0.0012962724966397131 -0.027986454557288779 -0.0010894463583940085 0.0030609823393252644 0.0013398427840235585 -0.00099745550502756226 -0.00033495621778800429 -0.00090037752860619089 -0.0024407043944221813 -0.00042280742052662695 -0.0019057751957424183 0.00062609804515157417 -0.00049630319508622313 0.031401262468924482 0.0020718919839489529 -0.00022080379640060434 0.0044406704429716453 0.010505255782096316 -0.00013219806475565365 0.0022046740802581003 0.010271595353613701 -0.0058001499096786008 0.00022495138641171158 0.0061619054472298179 0.0003244453586749595 0.00096318004642002495 0.021455582636699548
leaf_weight=35521 6095 2073 39 11746 22 8813 548 13538 1769 149870 70660 77 72720 5389 16095 34686 42 3124 33181 305 183 884 1434 610 242 807401 557 37470 11661 80
leaf_count=35521 6095 2073 39 11746 22 8813 548 13538 1769 149870 70660 77 72720 5389 16095 34686 42 3124 33181 305 183 884 1434 610 242 807401 557 37470 11661 80
internal_value=2.75686e-06 -0.000317859 -0.000263849 -4.35051e-05 0.000199457 -0.00115642 1.86706e-05 4.21791e-05 0.00175848 -0.00051201 -0.000887336 2.92904e-06 -5.55706e-05 0.000128844 0.000341248 0.000175026 0.00107071 0.00302909 -0.000456228 0.00867117 0.0144058 0.00316103 0.00428418 0.00685932 0.00140568 0.000214182 0.0015304 -7.00954e-05 0.00107972 0.00973575
internal_weight=1.32684e+06 504504 468983 248414 822331 8835 236668 234595 5245 220569 70699 229350 217532 144812 106242 91905 19749 3654 38570 530 225 3476 2592 1158 14337 813496 14095 72156 11818 157
internal_count=1326835 504504 468983 248414 822331 8835 236668 234595 5245 220569 70699 229350 217532 144812 106242 91905 19749 3654 38570 530 225 3476 2592 1158 14337 813496 14095 72156 11818 157
cat_boundaries=0 1
cat_threshold=258
is_linear=0
shrinkage=0.05


Tree=86
num_leaves=31
num_cat=2
split_feature=52 38 82 26 104 18 87 27 54 24 56 53 72 52 52 14 61 111 136 16 64 14 92 136 4 116 84 127 32 54
split_gain=30.2781 14.6027 13.1155 13.0335 10.9698 9.45255 8.81563 8.41231 7.9824 7.66915 7.33578 10.0473 9.4523 6.86449 6.81583 9.01975 6.73033 7.80886 6.51963 12.0471 7.31328 6.41298 7.93918 7.00982 6.83116 6.37679 6.355 6.30068 6.08515 6.05067
threshold=0.86500000953674328 14.550000190734865 327.44004821777349 193.50000000000003 0.081336595118045821 7.4149999618530282 0.89704781770706188 288.50000000000006 12.694999694824221 168.50000000000003 222.79058074951175 0.46500000357627874 0.75878888368606578 0.064999999478459372 0.2650000005960465 1.1950000524520876 0.45373407006263738 0.20249561220407489 0 11.775000095367433 0.95499998331069957 1.6349999904632571 -0.089253164827823625 1 5.3500001430511483 -0.8703225553035735 0.87142252922058117 0.93663650751113903 16.849999427795414 1.6449999809265139
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2
left_child=2 7 4 5 6 -3 8 16 10 -7 11 -1 13 -12 15 28 17 -2 29 20 -20 -9 23 24 -23 -21 -15 -4 -6 -5
right_child=1 3 27 18 14 9 -8 21 -10 -11 12 -13 -14 26 -16 -17 -18 -19 19 25 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00022457562720799797 -0.0020584557742346081 -0.0066071599000024047 0.00085761576447597086 -0.0017562179230161388 0.019636669920446239 0.003948620802963679 -0.0010011307149062605 -0.00071550538286000039 -0.0023498335882560727 0.0010549363655941114 0.0041229526462432534 -0.0010085587141941614 -0.00039626088907293735 0.0017473144331780891 0.0021045360003431237 0.00015526684765063692 -0.00052177402000427604 -0.00067104754958194313 0.0031811085616510631 0.00067270134108609323 0.0005833636082369178 0.0019485755271104847 -0.00031329131865209261 -0.00015156885407806829 0.00030599554946241403 -0.00057612154437168734 -0.00016236227311730656 0.0037607110190483644 -0.0037620807153871286 -0.00026770685133854202
leaf_weight=645744 17770 372 3750 7752 211 2638 15145 57390 3013 17344 2233 16952 9295 15504 543 128 113433 23626 2859 13045 51748 10872 138410 27629 15150 47238 6059 3726 32 57224
leaf_count=645744 17770 372 3750 7752 211 2638 15145 57390 3013 17344 2233 16952 9295 15504 543 128 113433 23626 2859 13045 51748 10872 138410 27629 15150 47238 6059 3726 32 57224
internal_value=2.61901e-06 -0.000258475 0.000221121 9.07262e-05 0.000199332 0.00128994 0.000192324 -0.000431417 0.00021819 0.00143696 0.00022931 0.000193032 0.000955847 0.001484 0.00567351 0.0108971 -0.00072092 -0.00126662 -4.49791e-05 0.000181403 0.000719371 -0.000251729 -0.000113147 0.00040319 0.000991885 -0.000305881 0.00121071 0.0023045 0.0165554 -0.000445226
internal_weight=1.32684e+06 604500 722335 200220 714859 20354 713945 404280 698800 19982 695787 662696 33091 23796 914 371 154829 41396 179866 114890 54607 249451 192061 53651 26022 60283 21563 7476 243 64976
internal_count=1326835 604500 722335 200220 714859 20354 713945 404280 698800 19982 695787 662696 33091 23796 914 371 154829 41396 179866 114890 54607 249451 192061 53651 26022 60283 21563 7476 243 64976
cat_boundaries=0 1 2
cat_threshold=7360 770
is_linear=0
shrinkage=0.05


Tree=87
num_leaves=31
num_cat=1
split_feature=52 38 82 104 136 109 32 65 26 77 55 94 122 87 53 102 54 18 53 28 100 11 93 59 127 122 55 130 4 56
split_gain=27.326 13.558 11.8368 9.90026 9.76975 11.081 11.4909 10.098 9.56885 9.55496 9.39745 8.51707 8.35368 8.09295 7.2207 7.12152 6.63029 6.55642 6.25593 6.42356 6.60519 5.90733 5.87758 6.68947 5.68636 5.65886 7.0687 5.5884 6.32789 5.43725
threshold=0.86500000953674328 19.44999980926514 327.44004821777349 0.081336595118045821 0 -0.073434326797723756 12.449999809265138 4.6749999523162851 187.50000000000003 4.7249999046325692 0.66500002145767223 -0.37981112301349634 -0.93038213253021229 0.91266521811485302 1.5549999475479128 -0.015926402062177655 11.775000095367433 13.344999790191652 0.42499999701976782 1025.049987792969 -0.34810966253280634 8.0500001907348651 -0.10769029706716536 187.65435028076175 0.93663650751113903 0.98897820711135875 0.22500000149011615 307.50000000000006 10.750000000000002 222.79058074951175
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 10 15 7 -7 17 -10 -2 21 -3 14 16 -6 29 -8 19 20 25 -11 -16 -24 -4 26 -5 28 -13 -1
right_child=1 12 24 18 5 6 8 -9 9 11 -12 27 -14 -15 22 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00019013948613745977 -0.0022283876306087645 0.003186106243972614 0.00081473496680207363 0.02067225931392035 -0.0012720832897071587 -0.0013279534381090193 -0.00086848255983608565 -0.00020249277987989639 -0.00044074221182850091 0.0011040748366664803 -0.00051358726503641667 -2.8926651321221746e-05 0.00054259468135492417 -0.0015044184988929742 0.00028452237144508405 -0.00017318136788762524 -0.0058211661114958464 0.0020306868389798742 0.0011617120062636516 -0.017587602848098391 0.015599005369210059 7.4466912494276593e-05 -0.0061243026393665049 -0.0014218597006759564 0.0035726755008030353 -0.01888641727715731 -0.0016895252635442124 -0.0014606786083345333 0.0015224182462063621 0.00081424287793202619
leaf_weight=658973 8383 3894 3750 57 32973 25450 2399 91893 62353 40380 170233 82017 12852 7038 4477 26667 454 10422 447 21 271 21269 883 5270 3726 25 93 6169 7146 36850
leaf_count=658973 8383 3894 3750 57 32973 25450 2399 91893 62353 40380 170233 82017 12852 7038 4477 26667 454 10422 447 21 271 21269 883 5270 3726 25 93 6169 7146 36850
internal_value=2.48801e-06 -0.000245551 0.000210064 0.000189366 -0.000285521 -0.000150815 -4.33284e-05 -0.000446589 0.0001605 8.28899e-05 -0.000594035 0.000290877 0.0011573 0.000182708 0.000199505 -0.000780728 0.00021925 0.00148821 0.00538983 0.00943688 0.0107093 0.000748859 -0.00109381 -0.00209669 0.00218928 0.00313733 0.00680795 -5.28891e-06 9.54064e-05 0.000223191
internal_weight=1.32684e+06 604500 722335 714859 587754 409138 349498 117343 232155 219334 178616 156981 16746 713945 706907 59640 696277 12821 914 467 446 61649 10630 6153 7476 175 150 95332 89163 695823
internal_count=1326835 604500 722335 714859 587754 409138 349498 117343 232155 219334 178616 156981 16746 713945 706907 59640 696277 12821 914 467 446 61649 10630 6153 7476 175 150 95332 89163 695823
cat_boundaries=0 1
cat_threshold=6340
is_linear=0
shrinkage=0.05


Tree=88
num_leaves=31
num_cat=2
split_feature=99 30 31 135 136 94 82 57 32 111 72 126 57 95 28 122 8 52 83 136 95 40 2 94 99 60 43 29 94 73
split_gain=25.3808 6.90876 8.81691 5.78609 5.68779 5.49131 6.69598 4.93171 4.78081 4.63779 4.63165 4.21078 4.2021 4.1265 6.10703 5.18231 4.58745 4.43006 11.03 5.91261 4.48255 4.09831 6.68943 5.10727 7.27284 4.06979 4.05826 4.47492 3.97694 3.97625
threshold=-0.77830213308334339 1006.7500000000001 1014.5499877929689 1012.3500061035157 0 -0.1672399044036865 256.04713439941412 72.23178863525392 12.449999809265138 -0.70142880082130421 0.35226410627365118 0.74892720580101024 214.58958435058597 -0.77095589041709889 1014.6499938964845 -0.92384436726570118 0.75000000000000011 0.89499998092651378 333.65623474121099 1 -0.016737997531890866 10.84999990463257 348.50000000000006 0.54564890265464794 -0.48537151515483851 0.44028380513191229 9.3499999046325701 1015.1499938964845 -0.015895470045506951 0.56181460618972789
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 25 5 9 8 6 -3 -6 12 -2 -5 29 -4 14 15 -11 -16 18 -15 -19 -20 -22 23 24 -23 -1 -9 -28 -26 -8
right_child=3 2 4 10 7 -7 11 26 -10 13 -12 -13 -14 17 16 -17 -18 19 20 -21 21 22 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.00208289988088293 -0.0011662361154916603 -0.00082642258502905455 -0.0013860847328821726 -0.012416095624340106 -0.0024708536337709479 -0.00023280922806570844 0.0014587944298647885 -0.00047687552250450091 9.049962083766058e-05 0.0026733258188554824 -0.0010672884331339768 -6.5105011378981424e-05 -0.0003100752836873704 0.00020236068088119014 0.0023604362897802472 0.00083343362420930682 -0.00017782068600667313 -0.0010544877898826116 -0.00063239309020219291 1.9358439749529867e-05 0.0035035928497358601 0.047309012931806074 -0.00230863367614802 0.0063428139206595157 -0.0020675336150452494 -0.0006965028806679022 0.00057678722633189153 -0.0019113760401792844 0.029086312527457876 0.00049396169881526836
leaf_weight=6473 6288 10118 10309 91 3439 69608 15560 134035 84493 4630 7460 19848 75708 649180 1946 22072 20878 14893 638 91647 2428 27 60 52 20 29048 2226 9601 21 34038
leaf_count=6473 6288 10118 10309 91 3439 69608 15560 134035 84493 4630 7460 19848 75708 649180 1946 22072 20878 14893 638 91647 2428 27 60 52 20 29048 2226 9601 21 34038
internal_value=2.3636e-06 -0.00027683 -0.000225908 0.00017365 -0.000373972 9.15251e-05 0.000375275 -0.000599303 -0.000176623 0.000186418 -0.00120406 0.000550357 -0.000439033 0.000196938 0.000639137 0.00115246 3.8594e-05 0.000168083 0.000216898 -0.000130849 0.00312427 0.00404327 0.0113229 0.0181386 0.0271589 -0.000949146 -0.000555218 -0.00144307 0.0138893 0.000796651
internal_weight=1.32684e+06 504504 468983 822331 319811 149172 79564 149301 170510 814780 7551 69446 86017 808492 49526 26702 22824 758966 652426 106540 3246 2608 180 120 68 35521 145862 11827 41 49598
internal_count=1326835 504504 468983 822331 319811 149172 79564 149301 170510 814780 7551 69446 86017 808492 49526 26702 22824 758966 652426 106540 3246 2608 180 120 68 35521 145862 11827 41 49598
cat_boundaries=0 1 2
cat_threshold=1938 6336
is_linear=0
shrinkage=0.05


Tree=89
num_leaves=31
num_cat=2
split_feature=52 25 17 117 82 104 136 92 28 136 60 17 4 87 8 100 27 53 20 122 23 63 27 72 88 72 23 88 81 60
split_gain=22.6259 12.4316 11.719 10.9009 10.2486 9.03731 8.75366 8.39812 8.03954 11.8067 9.13846 7.96985 8.06045 7.40123 7.28841 6.85319 6.57242 6.26279 6.16893 5.68384 5.60774 6.00246 5.37532 6.00382 5.2899 8.33263 5.22854 5.39918 7.18425 6.5348
threshold=0.86500000953674328 200.50000000000003 13.344999790191652 0.28400452435016638 327.44004821777349 0.081336595118045821 0 -0.052216427400708192 1014.8500061035157 1 0.42952139675617224 13.344999790191652 5.3500001430511483 0.89114049077034008 11.550000190734865 0.93981680274009716 174.50000000000003 1.5549999475479128 4.4249999523162851 -0.96811076998710621 5.9649999141693124 0.25111535191535955 343.50000000000006 0.40892159938812261 -0.6830226182937621 0.76194614171981823 8.0650000572204608 -0.22527763247489926 327.23693847656256 0.27165152132511144
decision_type=2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 8 5 13 -5 11 9 19 -10 12 22 17 -9 -16 -4 24 -7 -3 -14 -22 23 -8 25 -1 27 29 -29 -25
right_child=1 3 16 6 -6 18 7 14 10 -11 -12 -13 20 -15 15 -17 -18 -19 -20 -21 21 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.0014283923969196262 -0.00074050304020727934 0.0026452889348570949 0.0029686545229654399 -0.00057643008181503625 0.0020327842357127242 0.0099447660318996833 0.0034629023129909824 -0.00036261572829596075 -0.0015801215919303464 -0.00055920525274590158 -0.00058633704401617735 -0.0024909284025219115 -0.0006684898948345543 -0.00081464751152502909 0.0003554340468658246 0.0058601340185445942 0.00079947085228682384 -0.0010678606174401488 0.0016283262392155877 0.00047356450353492648 0.0029966261995821087 0.00020576305763447892 -0.0040164965229738028 0.0026847974456902009 0.00018174740860030174 -0.000559625421209769 0.0019478174861873151 0.0016441983174232955 -0.0053532378374483124 2.2605528010295888e-05
leaf_weight=19717 12449 3781 3963 84087 7476 386 2157 142958 30894 50363 92082 2398 20953 18754 33910 575 29381 9727 528 14829 2099 23457 567 2495 658553 7194 8042 12393 378 30289
leaf_count=19717 12449 3781 3963 84087 7476 386 2157 142958 30894 50363 92082 2398 20953 18754 33910 575 29381 9727 528 14829 2099 23457 567 2495 658553 7194 8042 12393 378 30289
internal_value=2.24503e-06 -0.000223457 0.000568548 -0.000288372 0.000191128 0.000171868 -0.000128595 4.64369e-06 -0.000593657 -0.000161578 -0.000835995 0.000358547 0.000424997 0.000165507 -0.000205229 0.000447219 0.00105728 0.000191949 0.00514052 0.000914303 -6.21464e-05 0.000434986 0.000827272 0.000876531 0.000209826 0.000896944 0.000772443 0.00056495 0.00143709 0.00022521
internal_weight=1.32684e+06 604500 45793 558707 722335 714859 366758 282671 191949 68973 122976 105228 102830 713945 177443 34485 33344 695191 914 18610 46509 25556 56321 55754 685464 26911 53597 45555 12771 32784
internal_count=1326835 604500 45793 558707 722335 714859 366758 282671 191949 68973 122976 105228 102830 713945 177443 34485 33344 695191 914 18610 46509 25556 56321 55754 685464 26911 53597 45555 12771 32784
cat_boundaries=0 1 2
cat_threshold=6368 1056
is_linear=0
shrinkage=0.05


Tree=90
num_leaves=31
num_cat=2
split_feature=96 52 80 23 23 86 10 38 69 60 59 75 58 89 12 136 135 53 31 93 136 88 12 16 112 113 66 114 14 66
split_gain=20.8199 7.70871 10.3065 8.47764 6.84119 6.08146 6.02099 5.80736 5.87148 5.78054 5.53772 5.43214 7.35087 5.34343 5.07296 7.03797 4.84949 6.01698 4.67991 4.49503 5.89775 5.59209 5.45806 4.90222 5.26685 4.31312 4.30793 4.1634 4.26265 4.12341
threshold=-0.72218698263168324 0.14500000327825549 152.01878356933597 5.1849999427795419 8.3249998092651385 0.7653874158859254 4.9500000476837167 14.449999809265138 276.55184936523443 0.27791503071784979 287.22640991210943 0.58074098825454723 219.6862716674805 0.043954502791166312 1.9550000429153445 0 1012.7500000000001 2.0949999094009404 1018.1499938964845 -0.1270121484994888 1 -0.12659114599227902 2.8950001001358037 13.344999790191652 -0.18222858756780622 0.47714059054851538 1.1749999523162844 -0.26722820103168482 1.2749999761581423 8.6849999427795428
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 2 5 14 6 -1 -4 8 -5 -7 11 -8 -13 27 15 -3 19 -18 -15 20 -10 29 23 26 -25 -16 -22 28 -9 -21
right_child=-2 3 4 7 -6 9 10 13 16 -11 -12 12 -14 18 25 -17 17 -19 -20 21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.038965256437661085 0.00016779313990514721 -0.0016981027418368319 0.0021740107011245938 -0.00068564016975702382 0.014685672486666591 -0.0030584021555518526 0.0010375893681554486 -0.00053581326501036825 -0.00046211099805470508 0.028620720344285172 0.0027368313290667364 -0.0040314445662576158 -7.9034270212768504e-05 0.0016041505237365233 -0.0022775073676368496 -0.00014689767296243941 -0.0034842154405813073 -0.00066428323101949856 -0.0024175145288517796 -0.00067662717710969059 0.0031759573779462529 -0.0026618460360366509 -0.0020538671978473822 -0.0012873221658847923 0.0015681398079564768 -0.019884930391396799 0.00069294808519741854 0.00099914622345268563 6.8060403214083374e-05 -0.00010887558424550244
leaf_weight=25 770216 11959 4735 86229 88 36 3451 40443 25165 24 1574 1863 3192 7929 5554 18815 2204 13348 796 44062 1829 2470 2051 6087 2198 35 38885 9166 105338 116630
leaf_count=25 770216 11959 4735 86229 88 36 3451 40443 25165 24 1574 1863 3192 7929 5554 18815 2204 13348 796 44062 1829 2470 2051 6087 2198 35 38885 9166 105338 116630
internal_value=-5.41739e-07 -0.000233657 0.000884897 -0.000264635 0.000785876 0.0182462 0.000703313 -0.000211523 -0.000328985 0.00961325 1.24638e-05 -0.000491669 -0.00153568 3.33141e-05 -0.00100199 -0.000750307 -0.000208347 -0.00106392 0.00123725 -0.000152762 0.000164257 -0.000300845 0.000473021 0.000578888 -0.000529772 -0.00238777 0.000804493 -3.44787e-05 -9.9468e-05 -0.000264554
internal_weight=1.3264e+06 556181 14988 541193 14903 85 14815 504830 341158 60 10080 8506 5055 163672 36363 30774 254929 15552 8725 239377 76215 163162 51050 48999 8285 5589 40714 154947 145781 160692
internal_count=1326397 556181 14988 541193 14903 85 14815 504830 341158 60 10080 8506 5055 163672 36363 30774 254929 15552 8725 239377 76215 163162 51050 48999 8285 5589 40714 154947 145781 160692
cat_boundaries=0 1 2
cat_threshold=3104 7297
is_linear=0
shrinkage=0.05


Tree=91
num_leaves=31
num_cat=4
split_feature=75 23 59 63 20 66 52 12 136 31 60 136 58 33 31 136 53 124 104 61 136 35 108 21 31 52 83 73 58 56
split_gain=19.3529 9.69778 8.78428 6.22138 6.92105 5.95749 8.93338 5.96746 5.9419 5.58322 7.30504 5.91544 6.0178 4.92812 4.5807 4.54393 4.42013 5.21392 6.79682 4.84766 4.82511 4.95258 4.24488 4.24428 4.19862 4.19717 7.11273 6.57789 5.52615 4.81529
threshold=0.47909757494926458 6.0250000953674325 184.73468017578128 0.25486733019351965 7.0250000953674325 11.815000057220461 5.4749999046325692 2.0649999380111699 0 1017.4500122070314 0.44705198705196386 1 255.94330596923831 11.150000095367433 1010.6499938964845 2 0.18500000238418582 -0.66259482502937306 0.081336595118045821 0.23077379167079928 3 6.9500000476837167 0.21525351703166964 5.305000066757203 1024.049987792969 5.8849999904632577 286.74414062500006 0.45231813192367559 137.31539154052737 204.81098937988284
decision_type=2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=25 16 15 4 8 9 7 -7 24 11 -11 12 -5 -13 -9 -3 17 -2 -19 -20 21 -18 -17 -24 -4 26 27 -1 -28 -29
right_child=1 2 3 5 -6 6 -8 14 -10 10 -12 13 -14 -15 -16 22 20 18 19 -21 -22 -23 23 -25 -26 -27 28 29 -30 -31
leaf_value=0.00018053949461215108 -0.0024080931910579599 0.0016002323980851526 0.0032976853867005191 0.00081791612578253664 -0.0009241212629113758 0.0011058493956085768 -0.00019295995678518174 -0.001076770280857483 -0.00014980304603864759 -0.0014430848312177199 -0.00039660659529481917 -0.0013648545820871257 -0.00060028832143400879 -0.00025265520079311755 0.00038973334475484313 -0.0019880239593355934 0.0070176981437837464 0.00045681055168953302 0.002515888016890077 0.024316356247108359 -0.0010103702022344896 -0.00036982362498332445 -0.0047749745545640383 0.00070803756311343599 -0.0070659479759633548 -0.00045957185726015569 -0.0013406779914942547 -0.0018353962665098281 0.00099362134935931934 -0.00016126554236370317
leaf_weight=652054 1674 10349 4303 23873 2910 25056 175244 6810 2158 24110 54088 11433 10893 77302 24416 1874 228 12539 51 51 61591 45717 363 12740 100 25523 2718 6787 37743 11699
leaf_count=652054 1674 10349 4303 23873 2910 25056 175244 6810 2158 24110 54088 11433 10893 77302 24416 1874 228 12539 51 51 61591 45717 363 12740 100 25523 2718 6787 37743 11699
internal_value=-5.15517e-07 -0.000213928 -0.000110483 -0.000162294 0.00110541 -0.000190008 -1.69484e-05 0.000531095 0.00200557 -0.00038866 -0.000719257 -0.000179334 0.000373452 -0.000395911 6.99072e-05 0.000795164 -0.000611253 0.000214128 0.000561379 0.0134161 -0.000721126 -0.000333091 0.000237641 0.000556139 0.00305537 0.000170404 0.000193018 0.000154171 0.000836813 -0.00077591
internal_weight=1.3264e+06 589873 468022 442696 9471 433225 231526 56282 6561 201699 78198 123501 34766 88735 31226 25326 121851 14315 12641 102 107536 45945 14977 13103 4403 736524 711001 670540 40461 18486
internal_count=1326397 589873 468022 442696 9471 433225 231526 56282 6561 201699 78198 123501 34766 88735 31226 25326 121851 14315 12641 102 107536 45945 14977 13103 4403 736524 711001 670540 40461 18486
cat_boundaries=0 1 2 3 4
cat_threshold=2467 4194 550 374
is_linear=0
shrinkage=0.05


Tree=92
num_leaves=31
num_cat=2
split_feature=75 22 24 24 37 86 8 136 93 124 75 52 32 122 29 52 79 122 11 73 72 42 56 136 129 54 31 100 53 114
split_gain=17.4659 10.214 6.77826 7.61814 5.97694 5.15919 7.04749 11.1102 7.18485 7.04731 4.98387 4.52548 4.68281 5.35336 3.93365 3.78794 6.47944 6.86475 7.0424 6.26976 5.90122 5.70226 4.79571 4.89222 4.11021 3.91792 3.69609 3.66595 4.80556 3.64774
threshold=0.47909757494926458 5.3550000190734872 182.50000000000003 285.50000000000006 19.750000000000004 0.88253402709960949 9.5500001907348651 0 -0.96947363018989552 -0.66259482502937306 0.6433376967906953 3.8850001096725468 15.250000000000002 -0.11319890245795249 1008.6499938964845 5.8849999904632577 3.5449999570846562 -0.77159520983695973 0.35000000894069677 0.4392786324024201 0.36728990077972418 18.44999980926514 201.03006744384768 1 62.500000000000007 1.8350000381469729 1008.8500061035157 0.4383132010698319 0.10500000044703485 0.078456107527017607
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=15 10 4 -4 14 6 8 9 -5 -8 -2 12 -11 -14 -3 16 19 21 20 24 27 -18 23 -20 -1 -23 -24 28 -19 -16
right_child=1 2 3 5 -6 -7 7 -9 -10 11 -12 -13 13 -15 29 -17 17 18 22 -21 -22 25 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00016978143321114611 -0.00045309778841769654 -0.0018131038996088596 -0.00043865885821351097 0.0010272724315695493 0.0042274875924009463 -0.00041995930847905347 -0.0010740017352922379 0.00032429027977158223 -0.00015997985536380884 0.0049624441893252385 -0.0015111973705580627 0.0023596630119754182 0.0058605381471733024 0.02463381451294374 0.00048427745566561762 -0.00043659326083733755 0.0017866030052273959 0.031560156068631579 -0.0020891578837835892 -0.00080276154820493016 0.0013086344926128242 0.027819650870348728 -0.0017051648162741439 0.00012553508466568082 -0.015472185450960838 0.0050435791507635903 0.00084266956548242173 0.00024384245447510357 0.0072566670795846475 0.0027702908421817726
leaf_weight=648387 24837 1452 177486 13609 1275 70538 923 65007 200253 1395 20164 2236 86 68 8337 25523 10353 21 3762 17043 1992 35 1535 7361 42 41 19586 196 647 2207
leaf_count=648387 24837 1452 177486 13609 1275 70538 923 65007 200253 1395 20164 2236 86 68 8337 25523 10353 21 3762 17043 1992 35 1535 7361 42 41 19586 196 647 2207
internal_value=-4.89579e-07 -0.000203231 -0.000143438 -0.000171302 0.000972713 -3.72997e-05 5.78845e-05 0.000494456 -8.44297e-05 0.00283735 -0.00092721 0.00379866 0.00587587 0.01415 0.000626778 0.000161884 0.000183368 0.000760432 0.00042577 0.000143887 0.00280547 0.00188677 0.000214989 -0.00062528 0.000168768 0.0155326 0.000657502 0.0062565 0.0080207 0.000962771
internal_weight=1.3264e+06 589873 544872 531601 13271 354115 283577 69715 213862 4708 45001 3785 1549 154 11996 736524 711001 45529 35100 665472 2856 10429 32244 11123 648429 76 21121 864 668 10544
internal_count=1326397 589873 544872 531601 13271 354115 283577 69715 213862 4708 45001 3785 1549 154 11996 736524 711001 45529 35100 665472 2856 10429 32244 11123 648429 76 21121 864 668 10544
cat_boundaries=0 1 2
cat_threshold=2064 7216
is_linear=0
shrinkage=0.05


Tree=93
num_leaves=31
num_cat=0
split_feature=99 135 16 116 61 6 72 104 53 15 68 85 59 68 16 112 19 59 21 69 55 79 110 38 60 95 97 71 11 59
split_gain=16.143 6.177 5.35927 8.51558 14.2776 5.59852 6.04627 8.86794 6.74371 5.0451 4.9563 4.91263 4.78442 4.77449 4.74696 5.25412 4.66728 4.38702 4.12357 5.23018 4.06694 4.36954 4.03337 10.7328 4.9355 4.11953 4.4877 4.38498 4.29342 4.13236
threshold=-0.86989569664001454 1011.6499938964845 13.344999790191652 -0.8338540494441985 0.4312990009784699 8.9499998092651385 0.57240483164787304 0.081336595118045821 0.54500001668930065 2.2549999952316289 259.95516967773443 0.90016907453536998 218.61765289306643 270.25569152832037 11.775000095367433 0.84335932135581981 4.0850000381469735 205.66852569580081 7.055000066757203 192.59449005126956 3.7849999666213994 7.4349999427795419 -0.31071554124355311 19.050000190734867 0.46045988798141485 -0.8819289207458495 1.0000000180025095e-35 321.91497802734381 10.750000000000002 181.31052398681643
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 5 -4 -5 6 7 9 10 14 12 22 -9 -12 15 16 -1 -6 -3 -20 21 -8 23 24 -2 28 -27 -28 29 -24
right_child=1 18 3 4 17 -7 20 8 -10 -11 13 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0063416645329090852 -0.002120879016569939 -0.0016227159588042353 0.00038133498753827196 -0.0020540479566520955 -0.0024131295581021972 -0.00064987410716420974 -0.00079000897673951189 0.019641130452729624 0.0031197424638075119 -0.0026823822108662659 0.044834835543518976 -0.00059448315548854688 -9.5390342175960546e-05 0.015749119591309018 -0.00065513728861301974 0.024099303131030564 0.00074257645410505304 -0.00040862142241440371 -0.022825774163007739 8.3511192270812248e-05 5.962272563738989e-05 -2.2293429672431761e-05 0.0015080123288887088 0.0030904779795582469 -0.00029685477852591191 0.00012894372754691794 0.0016438555204102622 0.0088563696863380916 -0.00096102548682889448 0.00044363923511341323
leaf_weight=234 6239 8457 21377 16738 2814 44152 41127 53 585 1303 21 22984 73 43 7682 24 36196 90970 25 7195 86266 33739 12784 1755 9144 836688 1678 241 4001 31809
leaf_count=234 6239 8457 21377 16738 2814 44152 41127 53 585 1303 21 22984 73 43 7682 24 36196 90970 25 7195 86266 33739 12784 1755 9144 836688 1678 241 4001 31809
internal_value=-4.65714e-07 0.000110757 -0.000274029 -0.000532162 -0.00070885 -0.000138649 -2.97899e-05 0.000474372 0.00577782 0.000383917 0.0139619 0.000127396 0.00820648 0.0252929 0.000474442 0.00071248 0.000697072 -0.000468767 -0.000873451 4.18541e-06 -0.000174388 -0.000444031 0.000145743 -0.000614005 -0.00103664 0.000160419 0.000134483 0.00254965 0.000607999 0.000748776
internal_weight=1.3264e+06 943000 383397 131899 110522 251498 207346 46214 775 45439 190 927323 126 64 44136 36454 36430 93784 15677 7220 161132 74866 904339 17138 15383 887201 838607 1919 48594 44593
internal_count=1326397 943000 383397 131899 110522 251498 207346 46214 775 45439 190 927323 126 64 44136 36454 36430 93784 15677 7220 161132 74866 904339 17138 15383 887201 838607 1919 48594 44593
is_linear=0
shrinkage=0.05


Tree=94
num_leaves=31
num_cat=0
split_feature=99 131 85 22 69 112 83 110 37 8 56 16 60 116 6 72 120 4 28 20 90 21 21 53 69 31 4 25 19 23
split_gain=14.7973 7.83895 5.50244 5.05735 6.66374 4.38874 6.80667 5.32112 5.15418 4.7565 4.43138 4.18189 6.75138 8.80546 6.22139 6.52465 6.47115 11.7377 7.90296 7.46011 4.82356 4.45064 4.35009 4.16033 4.55881 4.52699 4.38958 4.27071 4.14291 3.98641
threshold=-0.92214524745941151 5.5000000000000009 0.90016907453536998 6.8550000190734872 192.59449005126956 -0.19936034083366391 210.53272247314456 -0.31071554124355311 18.94999980926514 13.250000000000002 191.01776123046878 12.50999975204468 0.42740570008754736 -0.28400452435016627 8.9499998092651385 0.57240483164787304 0.68832838535308849 4.4500000476837167 1022.3500061035157 5.1050000190734872 0.15047853440046313 5.3750000000000009 5.8150000572204599 0.50499999523162853 246.90093994140628 1015.6499938964845 10.550000190734865 272.50000000000006 3.9249999523162846 5.5650000572204599
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 5 -3 -5 7 -7 10 9 -8 -2 14 13 22 15 16 28 -18 19 21 -15 23 -13 24 25 -19 -25 -26 -1 -10
right_child=1 3 -4 4 -6 6 8 -9 29 -11 -12 12 -14 20 -16 -17 17 18 -20 -21 -22 -23 -24 26 27 -27 -28 -29 -30 -31
leaf_value=-0.0077225320288186912 -0.0030978914967451647 -0.001605152277603516 -0.00057934923424817636 -0.017194841863595666 -6.0640166575638593e-05 0.00016986520752097908 0.00064714203538623807 0.0001184218250169388 -6.2799160569041576e-05 0.0039632028218031827 -0.00047330003624118839 0.00088574871508319275 -0.00036743908314022328 -0.0022485351997962124 -0.00081836916029331464 -0.00020195188555212069 0.00096163367706209209 -0.0088773842392997314 -0.0062782032671384524 0.0051194992242435209 -0.0088055609123751915 0.032057977090344622 -0.0011426226069496514 0.0035936528475888612 0.033774688467383386 0.021940111891868022 0.028504521559391705 0.0076859316123383389 0.0004468600886914422 0.0036213520732451239
leaf_weight=156 1762 10863 28211 57 12701 45205 16346 896282 943 1158 18432 4181 108903 9508 28284 100081 1905 22 80 322 289 38 7187 112 62 26 21 21 29922 3317
leaf_count=156 1762 10863 28211 57 12701 45205 16346 896282 943 1158 18432 4181 108903 9508 28284 100081 1905 22 80 322 289 38 7187 112 62 26 21 21 29922 3317
internal_value=-4.42428e-07 8.81166e-05 0.00010914 -0.000812288 -0.000137192 0.00012889 0.00051963 0.000100338 0.00124611 0.00086652 -0.000702305 -0.000315375 -0.000526246 -0.00134338 -0.000145072 -1.63681e-06 0.000611688 0.00300038 0.00851717 0.010414 -0.00244196 0.0160591 -0.000396614 0.0137563 0.0200807 0.00781543 0.00752695 0.0271739 0.000404489 0.00280582
internal_weight=1.3264e+06 1.03528e+06 1.01166e+06 23621 12758 983445 66969 916476 21764 17504 20194 291120 130068 21165 161052 132768 32687 2609 704 624 9797 302 11368 264 131 48 133 83 30078 4260
internal_count=1326397 1035277 1011656 23621 12758 983445 66969 916476 21764 17504 20194 291120 130068 21165 161052 132768 32687 2609 704 624 9797 302 11368 264 131 48 133 83 30078 4260
is_linear=0
shrinkage=0.05


Tree=95
num_leaves=31
num_cat=3
split_feature=52 104 136 2 38 55 32 80 83 53 109 37 136 21 109 32 102 13 86 86 136 54 73 4 83 60 62 10 23 29
split_gain=15.2235 11.6001 10.8803 13.7659 12.4409 10.1963 8.94165 7.65886 7.42326 9.88248 10.9813 7.74261 7.05646 6.85851 6.77463 6.34805 6.21711 6.19178 6.144 5.82185 5.74197 5.61142 5.22065 5.11315 5.10316 7.23952 5.10255 5.84924 5.05367 4.90774
threshold=0.50499999523162853 1.0000000180025095e-35 0 162.50000000000003 19.650000572204593 0.97500002384185802 12.34999990463257 289.19573974609381 269.95207214355474 0.66500002145767223 0.032652793452143676 12.84999990463257 1 4.0150001049041757 -0.037196535617113106 15.949999809265138 -0.065599307417869554 0.80500000715255748 0.8862820863723756 0.86991968750953685 2 0.46500000357627874 0.33329710364341741 7.7500000000000009 291.95889282226568 0.39286690950393682 0.396494671702385 4.7500000000000009 4.3250000476837167 1013.9500122070314
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 7 3 16 6 24 -5 8 9 10 11 22 28 15 -8 -3 -2 -6 -13 20 23 -12 -1 -9 25 -4 27 -22 29 -10
right_child=2 13 5 4 17 -7 14 19 12 -11 21 18 -14 -15 -16 -17 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.017489916910589844 -0.0011495244986168614 0.020050355668053046 -0.0036797785535888083 -0.00023828404077235745 -0.0001523521737371589 -0.00029234294430163413 -0.00031760886368690432 0.002294966541051692 -0.0074475649438149371 -0.0023828147380677992 0.00014149616367463584 0.0029865578169124499 0.00041008611205264206 0.0039199843677143395 0.00064247658531322357 -0.0084801765887633617 -0.00022647540712559372 0.0031174112788256887 0.00023820140044806702 0.00020130493735683207 0.0041804653466097777 -0.0034490852717936589 -0.0015253632671249548 0.006990279994448719 -0.00068783292921399393 -0.0011895497615117987 -0.00066909129462134568 0.00086689342305854087 -0.0012287416382902483 -0.0012901248507262246
leaf_weight=54 23732 128 4242 73922 1957 298666 22658 1574 683 3837 636135 6907 7027 677 97182 23 78861 5565 2882 9350 2095 1090 991 918 18315 9355 2404 3656 10839 615
leaf_count=54 23732 128 4242 73922 1957 298666 22658 1574 683 3837 636135 6907 7027 677 97182 23 78861 5565 2882 9350 2095 1090 991 918 18315 9355 2404 3656 10839 615
internal_value=-7.69222e-06 0.00015452 -0.000184587 3.13801e-05 0.000271639 -0.0003831 0.000194188 0.000147433 0.000118699 0.000147212 0.000162192 0.00174068 -0.000851214 0.00606912 0.000460954 0.0157046 -0.000439997 0.00226672 0.00217741 0.00111169 0.00191118 0.000135354 -0.00235033 0.00400853 -0.00123262 -0.00196645 0.0012638 0.00207398 -0.00158051 -0.00453013
internal_weight=1.32634e+06 691885 634455 303877 201284 330578 193762 691057 671060 651896 648059 10834 19164 828 119840 151 102593 7522 9789 19997 10647 637225 1045 2492 31912 13597 8155 5751 12137 1298
internal_count=1326340 691885 634455 303877 201284 330578 193762 691057 671060 651896 648059 10834 19164 828 119840 151 102593 7522 9789 19997 10647 637225 1045 2492 31912 13597 8155 5751 12137 1298
cat_boundaries=0 1 2 3
cat_threshold=818 3296 86
is_linear=0
shrinkage=0.05


Tree=96
num_leaves=31
num_cat=4
split_feature=52 104 136 37 15 55 33 65 108 89 136 80 73 118 111 128 33 124 130 136 111 108 84 31 109 86 136 10 62 12
split_gain=13.7392 10.4691 9.85599 9.69242 8.0012 7.8153 7.25996 10.3201 7.99041 7.71041 7.00866 6.91212 6.84248 6.54168 6.53078 6.0372 6.01136 7.78343 5.68966 5.62779 5.57026 7.40796 7.22477 5.39186 5.26186 5.25583 5.23184 5.2285 5.56119 4.83702
threshold=0.50499999523162853 1.0000000180025095e-35 0 19.349999427795414 0.50499999523162853 0.62500000000000011 12.34999990463257 5.7449998855590829 -0.073611024767160402 0.020751684904098514 1 289.19573974609381 0.63793355226516735 -0.95878320932388295 -0.16363068670034406 125.50000000000001 17.44999980926514 0.078456107527017607 48.500000000000007 2 -1.0000000180025095e-35 0.11402244493365289 0.77451071143150341 1016.5499877929689 0.050610324367880828 0.87325039505958568 3 4.8500001430511483 0.42057459056377416 0.9350000023841859
decision_type=2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2
left_child=1 11 5 4 -4 -2 7 -6 -8 18 -11 12 15 -3 -5 20 17 24 19 -10 21 -1 -22 -12 -15 26 -13 28 29 -28
right_child=2 13 3 14 6 -7 8 -9 9 10 23 25 -14 16 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0019992690713989815 -0.0016323666843065868 -0.0085269463541981297 -0.0063384082943741763 0.0028344373719530842 -0.0011463038781984204 -0.00038480663994256299 -0.00055727405953867907 -0.00013203347573228542 -0.00014421380052483416 0.0025748959749262328 0.0010289578726204248 0.0037065438802629754 -0.00080889806021040237 0.015828369010529041 0.00056786403108978706 -0.020625056229265675 -0.0079010586758128925 0.0035581430510477972 -0.00071888278893001984 0.00038554842534222091 0.00013669618883193027 -0.0017597315904737416 -0.002086611008058147 -0.0014794707888042759 -0.010656270603649319 0.00013156224904497477 -0.00054292035113005918 0.00023047898496487255 -0.00083046485940186775 0.0051093081703032107
leaf_weight=7689 13485 73 512 4180 33738 181719 44932 97720 85661 5875 9859 2653 19551 301 13259 35 61 373 19927 120851 638530 1580 3675 2737 20 8691 472 5471 799 1911
leaf_count=7689 13485 73 512 4180 33738 181719 44932 97720 85661 5875 9859 2653 19551 301 13259 35 61 373 19927 120851 638530 1580 3675 2737 20 8691 472 5471 799 1911
internal_value=-7.30746e-06 0.000146794 -0.000175358 -4.39776e-05 -9.1735e-05 -0.000470966 -8.41435e-05 -0.000392341 5.56395e-05 0.000168087 0.00115037 0.000140062 0.000112764 0.00576566 0.00111114 0.000140422 0.0071476 0.00847032 8.79603e-05 0.000165815 0.000141538 0.00135851 0.000123973 0.000483515 0.0141782 0.00105611 0.00176681 0.00116646 0.00277941 0.00398977
internal_weight=1.32634e+06 691885 634455 439251 421812 195204 421300 131458 289842 244910 18471 691057 671060 828 17439 651509 755 694 226439 206512 651474 9269 642205 12596 321 19997 11306 8653 3182 2383
internal_count=1326340 691885 634455 439251 421812 195204 421300 131458 289842 244910 18471 691057 671060 828 17439 651509 755 694 226439 206512 651474 9269 642205 12596 321 19997 11306 8653 3182 2383
cat_boundaries=0 1 2 3 4
cat_threshold=6340 514 1025 86
is_linear=0
shrinkage=0.05


Tree=97
num_leaves=31
num_cat=3
split_feature=52 25 104 25 38 61 136 32 120 77 80 18 73 29 23 131 136 122 118 108 136 10 126 107 111 108 84 65 108 120
split_gain=12.3997 9.69038 9.44833 7.81847 7.16978 7.87354 6.53978 8.19102 8.80051 6.45446 6.23948 6.18449 6.17534 6.06732 5.87587 5.50804 5.19786 6.09678 5.04737 5.58988 5.00778 6.96247 5.44043 5.0017 4.98844 6.67995 6.62976 4.98212 4.83836 4.8028
threshold=0.50499999523162853 187.50000000000003 1.0000000180025095e-35 286.50000000000006 16.94999980926514 0.43777561187744146 0 12.449999809265138 -0.55191597342491139 15.125000000000002 289.19573974609381 3.9249999523162846 0.63793355226516735 1014.0499877929689 4.4249999523162851 168.50000000000003 1 -0.35019405186176294 -0.95878320932388295 -0.82234111428260792 2 3.5499999523162846 0.93038213253021251 -0.98624420166015614 -1.0000000180025095e-35 0.14788901060819629 0.77451071143150341 6.4749999046325692 0.13028596341609958 0.90255093574523937
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=2 9 10 4 5 28 7 27 -9 -2 12 -4 15 16 -11 24 17 -6 -13 -20 -12 -22 -23 -19 25 29 -26 -5 -3 -1
right_child=1 3 11 6 13 -7 -8 8 -10 14 20 18 -14 -15 -16 -17 -18 23 19 -21 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0015506233486072265 0.00101808471924971 -0.0016310043754106354 0.023092415304656361 -0.00083951455412905522 0.0019738869125500063 -0.00036813714867245948 -0.00036405123912974693 0.00082973945396875399 2.278532127722846e-05 -0.016841226898260037 0.0020834878168378241 -0.0081005991117594992 -0.00076845316122932763 -0.00051255476868910545 -0.00093940711143432061 -0.026105563603341583 -0.00089068472946523592 -0.0019505603760709594 0.015956708691789705 0.003782080096991939 0.0023601046782804193 -0.00098072711875490221 0.0017176026890680135 0.0013403108632047997 0.0001297720792875684 -0.0019573844509937549 -0.0019988643696442258 -6.0891798408434273e-05 -0.0006535224509235881 0.0070699383971749262
leaf_weight=7505 25142 23161 47 27142 9838 135288 129293 53412 91956 59 6975 73 19551 14870 3776 20 3445 2204 112 596 3421 7061 2540 2425 638533 1356 3679 84523 27921 416
leaf_count=7505 25142 23161 47 27142 9838 135288 129293 53412 91956 59 6975 73 19551 14870 3776 20 3445 2204 112 596 3421 7061 2540 2425 638533 1356 3679 84523 27921 416
internal_value=-6.93963e-06 -0.000166588 0.000139457 -0.000209336 -0.00044789 -0.000567834 -7.40113e-05 7.18963e-05 0.000319281 0.00072664 0.000133061 0.00547738 0.000107126 0.00023401 -0.00118405 0.000133401 0.000853785 0.00126893 0.00441732 0.00570801 0.00100339 0.000422937 -0.000266868 -0.000226568 0.000134207 0.00128536 0.000117578 -0.000250149 -0.00109672 0.00184049
internal_weight=1.32634e+06 634455 691885 605478 219152 186370 386326 257033 145368 28977 691057 828 671060 32782 3835 651509 17912 14467 781 708 19997 13022 9601 4629 651489 9277 642212 111665 51082 7921
internal_count=1326340 634455 691885 605478 219152 186370 386326 257033 145368 28977 691057 828 671060 32782 3835 651509 17912 14467 781 708 19997 13022 9601 4629 651489 9277 642212 111665 51082 7921
cat_boundaries=0 1 2 3
cat_threshold=791 1826 340
is_linear=0
shrinkage=0.05


Tree=98
num_leaves=31
num_cat=2
split_feature=52 104 25 32 17 56 84 117 110 13 136 32 121 52 108 30 76 38 89 76 30 27 72 82 112 29 136 2 88 114
split_gain=11.255 10.105 8.59125 8.46731 8.28086 8.23478 9.73292 7.3563 7.18883 6.85753 6.1564 6.93527 7.31379 6.07866 5.71086 7.20872 5.65273 5.46088 6.84481 7.06396 7.15325 5.25304 5.23454 5.92358 5.92477 5.22155 5.89783 5.24071 4.98299 4.92632
threshold=0.34499999880790716 0.33503086864948278 186.50000000000003 16.849999427795414 13.344999790191652 218.73539733886722 0.87142252922058117 0.28400452435016638 0.35523049533367163 1.4450000524520876 0 12.449999809265138 -0.50751903653144825 0.14500000327825549 0.050450865179300315 1006.3500061035157 1.3949999809265139 16.94999980926514 -0.85252264142036427 10.795000076293947 1021.4500122070314 164.50000000000003 0.72021040320396434 330.43385314941412 -0.44618082046508784 1013.8500061035157 1 182.50000000000003 -0.5192015767097472 0.93663650751113903
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=1 5 4 9 29 8 22 17 14 -3 -9 -12 -13 -8 15 -1 -17 18 28 20 -20 -6 23 -7 -25 26 -19 -28 -4 -2
right_child=2 3 7 -5 21 6 13 10 -10 -11 11 12 -14 -15 -16 16 -18 25 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.016536489461476987 -0.00040287083276351992 0.014895965432703134 -0.0002483400718898934 -0.011605584972299809 0.004252742069745334 0.0026164986407503773 0.0012480013787303501 -0.0003401441649761983 0.00012055024057795882 -0.011207827962269741 -0.00021727916992971536 0.00072607745824918187 9.5357423374356093e-06 -0.0010361570054040145 -0.0023945541047521515 0.0061542111305542537 -0.00027332485633132841 -0.0012985212282044635 -0.00053370564605906214 -0.0020418055457640349 -0.0026628356618756928 0.0010667278192305083 0.00035643798957007283 0.014519191158910032 0.002975593902606326 -0.00048841006266256003 -0.00040707272075634775 0.00170268889809963 -0.0021001736424230248 -0.011194473654292873
leaf_weight=65 9071 248 119053 43 1398 6523 5963 133605 648154 28 112955 60398 86780 5694 5131 371 4386 2952 51672 11814 4271 17352 2568 216 229 16442 4006 11098 3747 107
leaf_count=65 9071 248 119053 43 1398 6523 5963 133605 648154 28 112955 60398 86780 5694 5131 371 4386 2952 51672 11814 4271 17352 2568 216 229 16442 4006 11098 3747 107
internal_value=-6.59233e-06 0.00013549 -0.000155903 0.00903241 0.00070191 0.000131312 0.00110141 -0.000194618 0.000100072 0.0122478 -6.42813e-05 7.74127e-05 0.000303586 0.000132277 -0.00123349 1.97795e-06 0.000227961 -0.000422645 -0.000527441 -0.000930863 -0.000696255 0.00130428 0.00228611 0.00299727 0.00857878 0.000156213 0.000743215 0.00114237 -0.000304845 -0.000528683
internal_weight=1.32634e+06 679619 646721 319 27928 679300 21193 618793 658107 276 393738 260133 147178 11657 9953 4822 4757 225055 190557 67757 55943 18750 9536 6968 445 34498 18056 15104 122800 9178
internal_count=1326340 679619 646721 319 27928 679300 21193 618793 658107 276 393738 260133 147178 11657 9953 4822 4757 225055 190557 67757 55943 18750 9536 6968 445 34498 18056 15104 122800 9178
cat_boundaries=0 1 2
cat_threshold=7392 6208
is_linear=0
shrinkage=0.05


Tree=99
num_leaves=31
num_cat=5
split_feature=52 55 25 56 84 53 104 72 28 136 136 14 79 55 25 92 136 125 28 136 122 4 8 136 60 53 54 52 132 91
split_gain=10.2224 8.60203 8.94736 6.63875 8.57356 8.06316 8.23926 7.01385 6.41903 6.36904 6.14876 6.0515 5.99179 5.84045 5.52204 6.48583 10.2568 6.33717 6.19056 6.41443 5.92224 6.36509 5.59363 6.04265 5.23196 5.12756 5.0808 4.93294 4.90132 4.78001
threshold=0.86500000953674328 0.94499999284744274 186.50000000000003 229.4740905761719 0.87142252922058117 0.22500000149011615 0.33503086864948278 0.78403371572494518 1006.3500061035157 0 1 1.3450000286102297 5.1250000000000009 0.38499999046325689 286.50000000000006 -0.11000641062855719 2 0.85260769724845897 1014.8500061035157 3 -0.33379416167736048 6.4500000476837167 6.2500000000000009 4 0.42952139675617224 1.735000014305115 11.775000095367433 0.14500000327825549 1016.6499938964845 -0.14138747006654737
decision_type=2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 2 2 2 2
left_child=3 9 8 5 7 6 26 -5 -3 25 -7 13 -6 -8 18 16 17 28 19 20 21 -4 -17 -24 -20 -2 -1 -14 -16 -12
right_child=1 2 14 4 12 10 11 -9 -10 -11 29 -13 27 -15 15 22 -18 -19 24 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00012046592414794192 -0.0010899062021165063 -0.0018987054280377082 0.0020615338059300535 0.0017753644264921064 -0.0013570630946034886 0.00018906930060318082 0.01982973326822364 -0.00044070671625408688 0.0010388289446194535 -0.0014155550038204292 -0.00087787311443594861 -0.013827405501480983 0.0021578348802978905 0.0004523812022445531 0.00076313322916388778 -0.00048587473134321322 -0.00054080685052530721 -0.00041034525440376759 -0.0011412984545425041 -0.00024725059124328959 -0.00042981685276316181 -0.0014808142241829205 0.00050656613348500101 -0.00022348046812877508 -0.00039202743652951092 0.00087823720930841178 -0.0049369100280648561 1.6039878455837447e-05 -0.0020248495455962258 -0.002897634976806924
leaf_weight=645042 6190 2020 9156 19261 6007 11951 118 4383 23435 22723 15705 23 3491 58 75588 94066 30161 15252 30987 58460 5673 1472 42788 83919 93899 7111 497 11693 1610 3601
leaf_count=645042 6190 2020 9156 19261 6007 11951 118 4383 23435 22723 15705 23 3491 58 75588 94066 30161 15252 30987 58460 5673 1472 42788 83919 93899 7111 497 11693 1610 3601
internal_value=-6.26333e-06 -0.000157946 -0.000110466 0.000120766 0.000709989 8.17438e-05 0.000119708 0.00136456 0.000805719 -0.000907206 -0.00070256 0.010292 -2.0354e-05 0.013444 -0.000153413 -3.1837e-05 0.000259752 0.000520929 -0.000362519 -2.66781e-06 0.000874091 0.00157091 -0.000193777 2.30731e-05 -0.000577938 -3.76662e-05 0.000116572 0.000508467 0.000704989 -0.00125395
internal_weight=1.32634e+06 604510 568486 721830 44835 676995 645738 23644 25455 36024 31257 199 21191 176 543031 343384 122611 92450 199647 74761 16301 10628 220773 126707 124886 13301 645539 15184 77198 19306
internal_count=1326340 604510 568486 721830 44835 676995 645738 23644 25455 36024 31257 199 21191 176 543031 343384 122611 92450 199647 74761 16301 10628 220773 126707 124886 13301 645539 15184 77198 19306
cat_boundaries=0 1 2 3 4 5
cat_threshold=1798 790 839 32 3344
is_linear=0
shrinkage=0.05


Tree=100
num_leaves=31
num_cat=2
split_feature=130 86 52 61 89 67 60 136 36 79 35 35 65 22 73 77 53 34 115 41 55 52 64 125 31 66 32 83 9 136
split_gain=9.9767 7.28534 6.18389 8.76633 8.44952 6.08347 4.89415 4.82061 5.9438 6.03909 6.1383 5.47336 4.6084 4.48472 4.43496 6.46388 8.88488 7.5426 6.45516 7.16587 6.29369 6.04606 7.68736 6.75068 6.12962 6.96874 6.02087 5.19298 5.18562 5.07534
threshold=48.500000000000007 0.89032641053199779 5.5650000572204599 0.4312990009784699 0.043954502791166312 29.414999961853031 0.46045988798141485 0 16.050000190734867 13.675000190734865 15.650000095367433 8.9499998092651385 0.25499999523162847 5.2550001144409189 0.57229191064834606 3.745000004768372 0.2650000005960465 11.250000000000002 -0.84335932135581959 10.750000000000002 3.4750000238418584 1.0049999952316286 0.75499999523162853 0.95878320932388317 1016.2500000000001 17.704999923706058 9.0500001907348651 285.22546386718756 2.5499999523162846 1
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=1 2 5 -4 -5 7 12 8 9 -1 11 -11 -2 -13 15 -9 28 -18 -19 27 21 22 -16 -24 -23 -26 -25 -20 -17 -30
right_child=6 -3 3 4 -6 -7 -8 14 -10 10 -12 13 -14 -15 20 16 17 18 19 -21 -22 24 23 26 25 -27 -28 -29 29 -31
leaf_value=-1.2404168186687168e-05 -0.017973038308661093 -0.00043080838519345995 -0.0008353892135673195 -6.514758777962573e-05 0.0028513468800424671 0.0011245657329948219 -0.00048225587875744383 9.4636416964198689e-05 0.0030557847376078287 0.0071509215163101103 0.013554957679918279 -0.011499347948633575 -0.0017514898378586223 0.0014603108361316837 -0.0014271238896383723 0.0071319992616707753 -0.0010561926875683738 -0.00011889626320604388 -0.0010231244038739699 0.0031525656320058049 0.00029483258299773654 -0.00025768573385105139 0.00021120782093881729 -0.0033571948008021034 -0.0014002370143197749 0.0016539091387448208 0.0031012041822267673 0.0010886865739378579 -0.0015467129380704137 0.0028684823793448219
leaf_weight=12790 44 81451 39895 234498 2510 14815 27239 674902 2700 435 115 68 8879 3648 6194 574 7168 16270 3324 3778 53335 44788 25043 402 27097 2006 3527 23431 790 3613
leaf_count=12790 44 81451 39895 234498 2510 14815 27239 674902 2700 435 115 68 8879 3648 6194 574 7168 16270 3324 3778 53335 44788 25043 402 27097 2006 3527 23431 790 3613
internal_value=3.90899e-06 2.68849e-05 5.77528e-05 -0.000149684 -3.42609e-05 0.000119462 -0.000815178 0.000103206 0.000875579 0.000530962 0.00216004 0.00184435 -0.00183148 0.00122316 8.61697e-05 0.000138492 0.000640602 0.000454194 0.000685514 0.00111416 -0.000150271 -0.000367951 0.000171701 0.000513518 -0.000624781 -0.00118972 0.00244041 0.000826318 0.00266203 0.0020793
internal_weight=1.32533e+06 1.28917e+06 1.20772e+06 276903 237008 930813 36162 915998 19756 17056 4266 4151 8923 3716 896242 733850 58948 53971 46803 30533 162392 109057 35166 28972 73891 29103 3929 26755 4977 4403
internal_count=1325329 1289167 1207716 276903 237008 930813 36162 915998 19756 17056 4266 4151 8923 3716 896242 733850 58948 53971 46803 30533 162392 109057 35166 28972 73891 29103 3929 26755 4977 4403
cat_boundaries=0 1 2
cat_threshold=2 609
is_linear=0
shrinkage=0.05


Tree=101
num_leaves=31
num_cat=2
split_feature=130 87 75 22 28 60 136 4 136 126 94 80 53 83 92 26 2 26 89 96 15 60 64 29 60 64 93 81 23 9
split_gain=9.00398 6.84618 6.16935 8.17921 5.60915 7.50766 6.02632 5.61108 4.82433 4.91675 4.81071 7.11023 6.62966 9.13972 5.4674 5.61231 5.14504 5.44253 5.13687 5.14365 4.83946 4.80395 4.74773 4.68243 4.629 4.55023 4.28449 4.77121 4.21136 4.59753
threshold=48.500000000000007 0.93188035488128673 0.55433687567710888 5.2550001144409189 1018.8500061035157 0.43157230317592626 0 4.5499999523162851 1 0.71322327852249157 -0.51271000504493702 267.44703674316412 0.9650000035762788 329.54809570312506 -0.93829649686813343 193.50000000000003 150.50000000000003 190.50000000000003 -0.81877470016479481 1.0000000180025095e-35 2.0249999761581425 0.36335632205009466 1.6349999904632571 1012.3500061035157 0.55726853013038646 1.0000000180025095e-35 -0.9833918809890746 318.22213745117193 6.8849999904632577 1.1500000357627871
decision_type=2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 6 7 -5 -6 9 -9 11 16 13 18 -13 -16 -1 20 19 -12 -18 -21 -17 -15 -20 -2 27 -25 29 -8
right_child=25 -3 3 4 5 -7 28 8 -10 -11 12 14 -14 23 15 22 17 -19 24 21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015999928809803162 -0.021683923796249126 -0.002570297682346249 -0.00099166802408010794 0.00039521370542546598 -0.0018019783171029223 -0.00014039473712512698 0.00085956801924147355 -0.0014988786982029912 -0.0010747672883984177 0.0016670087413122735 0.0013546721941915772 7.1960719309716197e-05 -0.00043723469629026459 -0.0025325044097547489 0.0026865449772115121 0.0015276640059414457 0.0022827118231686949 -0.00039196899326087603 0.0001046963185733527 0.0062803856494118935 -0.0070165797967578552 0.032686713870498353 0.00032795658156618731 0.037844915501773359 -0.0034737526043382531 -0.00075937444203858645 0.0043752029833369543 0.0084941375400457118 0.0001067359505488346 -0.00041620860365361228
leaf_weight=5654 26 2535 24796 93363 13115 120520 7632 1741 9941 4149 6364 18406 57442 243 4979 15423 3352 10165 642653 61 146 24 17723 20 905 36136 1317 45 131932 94521
leaf_count=5654 26 2535 24796 93363 13115 120520 7632 1741 9941 4149 6364 18406 57442 243 4979 15423 3352 10165 642653 61 146 24 17723 20 905 36136 1317 45 131932 94521
internal_value=3.71404e-06 2.55412e-05 3.06557e-05 -0.00010629 -6.02572e-05 -0.000314061 5.55934e-05 -0.00103714 -0.000403521 0.000729978 0.000118189 0.000496663 7.7705e-05 0.000123097 0.000779649 0.00112131 -0.000331495 0.000193432 0.000113735 0.00151787 0.00189458 0.0137363 0.000886186 0.00386823 9.96641e-05 -0.000774419 0.00499369 0.0175251 -7.9875e-05 -0.000320893
internal_weight=1.32533e+06 1.28917e+06 1.28663e+06 501710 476914 149466 327448 28946 15831 5890 784922 75848 709074 651632 56531 38125 19317 13663 650007 6449 3498 85 33146 1625 643558 36162 1382 65 234085 102153
internal_count=1325329 1289167 1286632 501710 476914 149466 327448 28946 15831 5890 784922 75848 709074 651632 56531 38125 19317 13663 650007 6449 3498 85 33146 1625 643558 36162 1382 65 234085 102153
cat_boundaries=0 1 2
cat_threshold=2338 656
is_linear=0
shrinkage=0.05


Tree=102
num_leaves=31
num_cat=2
split_feature=130 86 52 61 57 136 36 79 34 14 35 8 67 72 66 31 136 108 24 60 112 64 102 8 83 15 37 81 22 36
split_gain=8.12609 6.34478 5.91243 8.35658 7.87074 5.18723 6.72856 5.1369 5.78338 6.80487 4.79155 5.38455 4.57343 4.75813 5.5375 4.52455 4.51723 4.41867 4.82881 4.39599 4.35781 3.91155 3.90483 3.85998 3.85838 3.83087 3.84274 3.77739 3.59657 3.51127
threshold=48.500000000000007 0.90402454137802135 5.5650000572204599 0.4312990009784699 174.12062072753909 0 16.050000190734867 15.125000000000002 15.750000000000002 1.9750000238418581 7.7500000000000009 2.1499999761581425 29.414999961853031 0.75704503059387218 11.815000057220461 1008.9500122070314 1 -0.52174800634384144 191.50000000000003 0.46045988798141485 0.04361772537231446 0.32500000298023229 0.79643943905830394 11.750000000000002 301.50596618652349 1.075000047683716 15.550000190734865 319.38133239746099 7.3150000572204599 13.050000190734865
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 17 -5 6 7 25 10 -10 22 -12 13 -7 -15 -14 23 -4 -19 21 -17 -2 -9 27 -8 -1 -27 -6 -23 -25
right_child=19 -3 3 4 16 12 24 8 9 -11 11 -13 15 14 -16 20 -18 18 -20 -21 -22 28 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.0024646733649965604 -0.013387980538954906 -0.00061069244938584269 -0.0025074755082261919 0.0031218886205339139 0.00011265477786337646 0.00010524760200872885 0.00073919757357923102 0.0053865764114573922 0.037523132562637333 0.0066635718359611936 0.017971787649359149 0.00096645267869822991 -0.0019552212468014652 -0.00064237348605933027 0.00024469035482969746 0.001128229937659891 -0.00031515610391475205 0.0011741079792437262 -0.00081927774985227184 -0.00042017436438820119 0.010620314088176753 -0.0018768952155145597 0.0269558502695211 0.00029307645947304536 0.0045072801084317477 -8.9929130718287159e-05 -0.0046332307134885802 -0.00075479917638034957 0.0021325089709037762 0.0016966033784023432
leaf_weight=1432 71 38178 3486 1949 106627 847468 1084 454 23 80 47 4861 1228 46957 28134 13615 105676 3321 35660 27239 122 8252 22 13426 1820 12119 484 14224 600 6670
leaf_count=1432 71 38178 3486 1949 106627 847468 1084 454 23 80 47 4861 1228 46957 28134 13615 105676 3321 35660 27239 122 8252 22 13426 1820 12119 484 14224 600 6670
internal_value=3.52808e-06 2.42639e-05 4.36416e-05 -0.000153771 -4.303e-05 0.000103493 0.000854826 0.000521173 0.00181834 0.0135545 0.00159382 0.0011293 8.55112e-05 7.14471e-05 -0.000310021 0.000952591 -6.80416e-05 -0.000801971 -0.000649451 -0.000735698 0.00121253 -0.00169889 0.00638348 0.000117248 0.00310074 1.40419e-05 -0.000264408 1.05566e-05 -0.00160513 0.000758917
internal_weight=1.32533e+06 1.28917e+06 1.25099e+06 291039 248572 959950 22426 19522 5487 103 5384 4908 937524 922559 75091 14965 246623 42467 38981 36162 13737 8923 476 140947 2904 14035 12603 120851 8852 20096
internal_count=1325329 1289167 1250989 291039 248572 959950 22426 19522 5487 103 5384 4908 937524 922559 75091 14965 246623 42467 38981 36162 13737 8923 476 140947 2904 14035 12603 120851 8852 20096
cat_boundaries=0 1 2
cat_threshold=2 3984
is_linear=0
shrinkage=0.05


Tree=103
num_leaves=31
num_cat=3
split_feature=75 23 15 92 12 136 66 4 126 52 39 60 52 43 55 132 96 52 31 136 16 6 85 67 136 72 38 89 31 63
split_gain=7.42796 7.62328 4.49309 5.37542 10.0799 8.72064 6.34309 5.9362 7.60843 8.80514 5.10463 5.32075 8.99379 5.02757 4.85064 4.74392 4.65848 4.545 4.50421 4.23273 5.29619 4.22921 4.16486 4.16096 4.47534 4.80072 3.98287 3.95829 3.83117 3.63077
threshold=0.55433687567710888 5.3849999904632577 1.4249999523162844 -0.17074259370565412 2.4150000810623173 0 22.115000724792484 5.8500001430511483 0.94260558485984813 2.3950001001358037 16.150000572204593 0.40888017416000372 1.7050000429153445 10.449999809265138 2.3850001096725468 1016.5499877929689 -0.66388472914695729 0.14500000327825549 1023.4500122070314 1 9.5450000762939471 7.3500001430511483 0.86988031864166271 2.495000004768372 2 0.57568132877349865 8.7500000000000018 -0.35815955698490137 1021.4500122070314 0.29362919926643377
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2
left_child=-1 -2 10 4 5 -4 13 16 21 22 11 12 18 15 -14 26 17 -5 23 -12 -21 -9 -10 -3 25 -25 -7 -23 29 -28
right_child=1 2 3 7 -6 6 -8 8 9 -11 19 -13 14 -15 -16 -17 -18 -19 -20 20 -22 27 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.00010095417863355257 -0.00093517945892383325 -0.0013140042060050367 -0.00048182054174789263 0.0042629416984789302 -0.00070962210607669444 0.0083679036096393957 0.0023240004042913583 0.00036445633213919487 0.0042997857016013174 0.00040014284819728019 -0.00050669743350129385 -0.00031200838119090633 -0.0037114535886195164 0.0038426730987257997 -0.0015117820896910473 -0.0023076544631529619 -0.0012854154501258661 -0.00029591063321954519 -0.0039861747485587943 0.0026546074465456726 0.00029291906675548281 -0.00016230447179191296 0.0012749570593041163 0.0039806911892666004 -0.00054726051078049867 0.0003744109649605605 0.0016957713351880563 -0.0015350591533950259 -0.001070383994008702 0.00052185418252881691
leaf_weight=788939 28551 4093 19324 549 22063 164 5602 41161 2538 13069 10262 54664 3662 1162 7941 1446 12539 131513 766 3101 10124 74929 2063 1585 3813 2209 7383 5647 3403 61064
leaf_count=788939 28551 4093 19324 549 22063 164 5602 41161 2538 13069 10262 54664 3662 1162 7941 1446 12539 131513 766 3101 10124 74929 2063 1585 3813 2209 7383 5647 3403 61064
internal_value=3.35156e-06 -0.000140205 -9.55115e-05 -2.08515e-05 0.000257309 0.000471612 0.000701244 -0.000139959 9.28515e-05 0.0010624 -0.00039177 -0.000584753 -0.00120419 0.000579514 -0.00220602 0.000527897 -0.000364407 -0.000276959 -0.000271726 0.000255148 0.000846048 -4.7877e-05 0.00294351 -2.85408e-05 0.000663112 0.00187604 0.000584834 -0.000258511 0.000567068 0.000648478
internal_weight=1.32533e+06 536390 507839 405619 121611 99548 80224 284008 139407 17670 102220 78733 24069 74622 11603 73460 144601 132062 12466 23487 13225 121737 4601 11700 7607 3794 72014 80576 71850 68447
internal_count=1325329 536390 507839 405619 121611 99548 80224 284008 139407 17670 102220 78733 24069 74622 11603 73460 144601 132062 12466 23487 13225 121737 4601 11700 7607 3794 72014 80576 71850 68447
cat_boundaries=0 1 2 3
cat_threshold=4272 3648 2866
is_linear=0
shrinkage=0.05


Tree=104
num_leaves=31
num_cat=3
split_feature=130 87 52 112 60 108 93 88 136 38 83 42 136 16 114 82 8 77 127 53 127 115 66 58 79 35 136 24 25 12
split_gain=7.17791 5.99644 5.08287 7.87637 7.12261 6.96934 7.02347 6.37546 5.40704 7.52677 5.73999 5.22946 7.16091 5.21268 5.69083 5.20065 6.89257 5.58085 5.24214 5.2083 4.75892 4.70646 5.15215 4.64812 4.59986 4.62385 4.53081 4.40842 4.35604 4.28283
threshold=48.500000000000007 0.93188035488128673 3.0849999189376835 0.061046212911605842 0.42740570008754736 0.050450865179300315 -0.21351621299982068 0.12005445361137392 0 16.150000572204593 301.71452331542974 10.34999990463257 1 12.50999975204468 0.095842104405164733 330.43385314941412 11.150000095367433 38.344999313354499 0.9980967938899995 1.5850000381469729 0.9238443672657014 -0.35019405186176294 0.7749999761581422 147.91519927978518 15.284999847412111 8.8499999046325701 2 303.50000000000006 170.50000000000003 2.6950000524520878
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=1 2 8 4 5 23 11 26 9 24 -11 12 -7 -5 -15 17 18 -10 19 -17 -18 22 -20 -4 -1 -26 -6 -8 -19 -22
right_child=-2 -3 3 13 7 6 27 -9 15 10 -12 -13 -14 14 -16 16 20 28 21 -21 29 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=7.1343298182202628e-05 -0.00069157752571476238 -0.0024067348459331332 -0.0073302414998815749 -0.0010080901559165313 -0.00030781832689541261 0.00047509999693341525 -0.0003240211106591874 0.0024562056978434423 7.3898516339688199e-05 0.00033719470108432387 0.0065409958906155509 0.0025520660706370157 -0.0010317794849368492 0.001165801382298651 0.0044732648769808588 0.0016616468124794111 0.0009567891970362095 0.0061185113296707404 0.016770575082369354 -0.0010297383494668063 0.0021686549072634032 -0.0059660270812463357 -0.00098628406227962073 -0.0015427405859112211 0.0080952131064307969 0.0016204949822145821 7.9733762858378074e-05 -0.0016029196728921528 -0.0016953542565902808 0.0064957822355985731
leaf_weight=9611 36162 2535 358 1957 123499 21560 12825 2515 848499 588 1019 2005 12416 5993 1661 5100 2085 184 45 2776 1184 598 443 11214 300 3410 193663 14198 5820 1106
leaf_count=9611 36162 2535 358 1957 123499 21560 12825 2515 848499 588 1019 2005 12416 5993 1661 5100 2085 184 45 2776 1184 598 443 11214 300 3410 193663 14198 5820 1106
internal_value=3.1834e-06 2.26719e-05 2.74585e-05 -0.000119469 -0.000153945 -0.00059395 -0.0003868 -5.12977e-05 9.46774e-05 0.00103787 0.00427103 7.07014e-05 -7.57295e-05 0.00129476 0.00188356 7.84404e-05 0.00105817 6.31498e-05 0.000263994 0.000713033 0.00268501 -0.00299257 0.000651131 -0.00172179 0.00064861 0.00214406 -7.11815e-05 -0.00099596 -0.00145589 0.00425853
internal_weight=1.32533e+06 1.28917e+06 1.28663e+06 403864 394253 74576 63004 319677 882768 14928 1607 35981 33976 9611 7654 867840 13337 854503 8962 7876 4375 1086 488 11572 13321 3710 317162 27023 6004 2290
internal_count=1325329 1289167 1286632 403864 394253 74576 63004 319677 882768 14928 1607 35981 33976 9611 7654 867840 13337 854503 8962 7876 4375 1086 488 11572 13321 3710 317162 27023 6004 2290
cat_boundaries=0 1 2 3
cat_threshold=2 3619 103
is_linear=0
shrinkage=0.05


Tree=105
num_leaves=31
num_cat=0
split_feature=91 55 109 112 16 63 57 67 20 2 24 39 52 73 23 53 32 22 23 73 42 0 77 72 34 112 53 54 66 76
split_gain=7.01332 7.15674 5.54067 5.88749 5.95255 4.79026 6.61883 5.02794 4.78058 4.51284 4.38604 4.33684 4.24366 4.68909 4.04658 4.02839 6.46232 5.11946 4.69168 3.97324 3.81158 4.18716 4.78915 4.55586 5.31156 4.88707 4.7333 4.11577 3.91497 3.86825
threshold=-0.86965087056159962 0.064999999478459372 -0.1103231981396675 -0.07845610752701758 3.9249999523162846 0.24680136144161227 200.5988464355469 5.6949999332427987 4.4249999523162851 115.50000000000001 170.50000000000003 11.250000000000002 0.10500000044703485 0.36544835567474371 4.0250000953674325 0.064999999478459372 12.250000000000002 4.2049999237060556 5.9649999141693124 0.57229191064834606 17.550000190734867 168.50000000000003 7.4749999046325692 0.68803679943084728 14.150000095367433 0.49240480363368994 0.58499997854232799 1.1150000095367434 21.185000419616703 6.2750000953674325
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 15 -5 11 -7 -8 10 -6 -9 -3 14 -14 -1 16 -2 -18 -17 -19 21 23 -23 24 25 26 -11 -27 -28 -26
right_child=2 5 -4 4 9 6 7 8 -10 20 -12 -13 13 -15 -16 18 17 19 -20 -21 -22 22 -24 -25 29 27 28 -29 -30 -31
leaf_value=-0.0038616760645526684 -0.011363755463265833 0.0035730754737815056 8.4030272635012704e-05 0.016282774078925987 -0.0020126009092694274 -0.0011526546812377044 -0.00052367452576768483 0.029151363806942332 -7.3608198221812951e-05 0.0282534523995529 0.00374443578362769 0.00045445450929625022 0.011514515131941917 -0.00094533993456474234 0.0044636534546930078 -0.0016645400148451253 -0.0046768252188869857 0.005049888215161012 -0.00043996299205940946 0.00010667640722602844 0.0066568643426459561 0.00059259802193490111 -0.0061612550535106239 -0.0037190630420552056 0.0028808164538280355 -0.023090002029424624 0.0067719261133869701 0.0018820217721369843 0.02696960637532175 -0.0054688013434144008
leaf_weight=160 94 1343 959534 63 1120 19556 86112 26 206913 29 49 6560 81 1114 1663 11830 246 1002 23084 684 336 2051 301 226 669 21 595 77 25 175
leaf_count=160 94 1343 959534 63 1120 19556 86112 26 206913 29 49 6560 81 1114 1663 11830 246 1002 23084 684 336 2051 301 226 669 21 595 77 25 175
internal_value=-6.0962e-06 -0.000208483 5.92504e-05 -0.000498532 0.000998931 -0.0002313 -0.000262029 -0.000202606 -6.90334e-05 0.000827752 0.0125522 0.000984419 0.00221496 -0.000100781 0.00373296 -0.000729111 0.00143843 0.00206131 -0.00085489 0.00304446 0.0015339 0.00112101 -0.000271734 0.00292385 0.00386747 0.0069383 0.00850984 -0.00346913 0.00758635 0.00114956
internal_weight=1.32574e+06 323577 1.00216e+06 42628 5688 320559 312656 293100 206988 5625 75 7903 3018 1195 1823 36940 2026 1932 34914 1686 4505 4169 2352 1817 1591 747 649 98 620 844
internal_count=1325739 323577 1002162 42628 5688 320559 312656 293100 206988 5625 75 7903 3018 1195 1823 36940 2026 1932 34914 1686 4505 4169 2352 1817 1591 747 649 98 620 844
is_linear=0
shrinkage=0.05


Tree=106
num_leaves=31
num_cat=0
split_feature=91 132 86 112 79 110 53 89 0 63 57 39 52 116 12 78 25 20 91 12 60 92 81 22 60 37 72 85 79 75
split_gain=6.46933 4.89317 4.32903 3.8044 5.69518 4.55762 4.38437 4.44015 4.12126 3.57013 4.48905 3.52469 3.48101 3.43305 6.10275 5.80171 4.58099 3.43428 3.41615 4.27767 4.29688 3.30817 5.46185 3.30653 3.25975 5.14081 3.21207 3.38284 3.30613 3.77562
threshold=-0.94625830650329579 1013.6499938964845 0.9074961543083192 -0.16504132002592084 1.9249999523162844 -0.24566476792097089 0.62500000000000011 0.92176195979118358 149.50000000000003 0.24680136144161227 200.5988464355469 10.84999990463257 1.4049999713897707 -0.46173103153705591 2.8549998998641972 29.744999885559086 169.50000000000003 9.3350000381469744 -0.58449915051460255 1.1649999618530276 0.44257080554962164 0.99999991059303295 287.37646484375006 5.3750000000000009 0.46045988798141485 15.650000095367433 0.32428300380706793 0.83487913012504589 7.3550000190734872 0.47909757494926458
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 5 -5 18 7 8 -6 11 -11 12 -1 15 -15 16 17 -8 -2 26 -21 24 -23 -12 25 -3 -20 -28 -29 -30
right_child=1 21 -4 4 6 -7 13 -9 -10 10 23 -13 -14 14 -16 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0073496038003890516 -0.00018179675671059961 -0.0026033331660476307 -0.00066228191687983185 9.6538096447120394e-05 0.0074731887141211168 6.6052891429669742e-05 0.0026316487855804795 -0.013046770246747214 0.0020677298196706893 -0.0012030568989633548 -0.00095208087087766545 0.00052437685312194755 0.00012208775935479782 -0.0023050340261559989 0.0034230313942484069 -0.0036062344564288511 0.00091187065416632653 0.01022472333691897 0.0042506475473634651 -0.0035986595572864641 -0.00091854321550840319 -0.017015232394138973 0.01046667364676698 -0.00017305882025533953 -0.00043550017715454994 0.0023102248500572239 0.00022445889927701432 -0.0044550788807214579 -0.0062023497663903984 0.0074319780596302457
leaf_weight=403 24180 4002 20544 44862 555 968671 2892 39 967 12684 14740 4639 284 1869 619 637 16380 157 382 2746 3284 21 130 179446 15449 614 3494 830 80 139
leaf_count=403 24180 4002 20544 44862 555 968671 2892 39 967 12684 14740 4639 284 1869 619 637 16380 157 382 2746 3284 21 130 179446 15449 614 3494 830 80 139
internal_value=-5.79139e-06 4.2424e-05 5.66763e-05 7.04445e-05 0.000429639 4.57622e-05 0.00104932 0.00361197 0.00403884 -0.000258812 -0.000291719 0.00101937 0.00436181 0.000871953 -0.000879925 0.00108917 0.00124311 0.00302263 -0.000513651 -0.00124612 -0.00213904 -0.000728371 0.00664469 -0.000232192 -0.000783858 -0.00194975 -0.000152863 -0.000523134 -0.00301321 0.0024514
internal_weight=1.32574e+06 1.11354e+06 1.09333e+06 1.07278e+06 68977 1.00381e+06 24115 1561 1522 212196 206870 5326 687 22554 2488 20066 19429 3049 35135 10955 6030 20216 151 194186 20065 4616 4925 4543 1049 219
internal_count=1325739 1113543 1093327 1072783 68977 1003806 24115 1561 1522 212196 206870 5326 687 22554 2488 20066 19429 3049 35135 10955 6030 20216 151 194186 20065 4616 4925 4543 1049 219
is_linear=0
shrinkage=0.05


Tree=107
num_leaves=31
num_cat=0
split_feature=52 55 113 56 84 54 72 29 57 125 122 52 76 52 60 88 28 34 25 19 32 98 86 127 101 72 31 23 39 52
split_gain=5.97421 8.85998 7.58757 6.86537 9.95899 8.57917 7.05537 8.32171 6.7517 5.85796 5.81795 5.33477 7.10126 5.16128 5.27507 5.90746 5.15044 4.82734 4.79831 4.67513 4.665 4.65131 4.56651 7.37184 4.55497 7.63312 4.50393 4.86776 4.51293 4.4921
threshold=1.0049999952316286 1.825000047683716 0.078456107527017607 206.99953460693362 0.87142252922058117 0.38499999046325689 0.80952936410903942 1029.350036621094 189.80003356933597 0.97988739609718334 0.52247866988182079 0.064999999478459372 12.565000057220461 3.0849999189376835 0.42294722795486456 -0.41538223624229426 1016.8500061035157 19.150000572204593 126.50000000000001 5.4100000858306894 17.050000190734867 0.10623558238148691 0.84524449706077587 0.8038262426853181 -0.13941905647516248 0.36038757860660559 1005.9500122070314 4.8650000095367441 22.44999980926514 0.30500000715255743
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 13 5 6 21 9 -8 -7 26 -2 20 -13 -3 16 -16 -15 -4 -11 -12 -6 -1 23 -20 -25 -26 -5 -28 29 -29
right_child=1 2 17 4 11 8 7 -9 -10 18 19 12 -14 14 15 -17 -18 -19 22 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=7.5833448887271013e-05 -0.00044489423809698851 0.00026658095175342882 0.00091138610032895904 -0.0018081432252234774 0.0024964488700664404 -0.0022503245948058523 -0.00080019966627080516 0.03152060152497143 -0.0003769407018554424 0.026555231197372728 -0.0078578779396545877 -0.0012889132697604573 0.00042551292242965291 -0.00024618088858925006 -0.00013616274047718161 0.00058217266250818866 -0.0011665694826319343 0.0046990914703932372 0.00063217030516503066 -0.0015550436632679335 -0.0039369611008015643 0.0087105477449651338 0.00068925128971848314 -0.0021390898746547616 0.026133286581945515 0.0078796090948495875 -9.375429667560918e-05 0.0029049459730864317 0.017128872806008191 0.0012347173192974418
leaf_weight=646039 79118 91147 11125 1181 2746 6524 4706 20 18301 23 304 11383 12868 46316 299251 31648 22625 910 531 9139 314 156 847 98 62 751 4847 5230 47 17482
leaf_count=646039 79118 91147 11125 1181 2746 6524 4706 20 18301 23 304 11383 12868 46316 299251 31648 22625 910 531 9139 314 156 847 98 62 751 4847 5230 47 17482
internal_value=-5.50182e-06 -0.000123743 -4.2552e-05 8.97767e-05 0.000588244 4.28761e-05 0.00113654 -0.000663421 -0.000869265 0.00141007 -0.000584902 -0.000130979 -0.000379209 -7.29549e-05 -0.000150355 -6.74594e-05 -0.000548233 0.00119779 0.00383152 -0.00175795 0.00183629 7.7918e-05 0.00360319 0.00531477 0.00804415 0.00927165 0.0012156 0.00134495 0.00165136 0.00161933
internal_weight=1.32574e+06 591583 503022 734156 63136 671020 35825 4726 24825 31099 88561 27311 24251 490987 399840 330899 68941 12035 2312 9443 3060 646195 2289 1442 911 813 28787 27606 22759 22712
internal_count=1325739 591583 503022 734156 63136 671020 35825 4726 24825 31099 88561 27311 24251 490987 399840 330899 68941 12035 2312 9443 3060 646195 2289 1442 911 813 28787 27606 22759 22712
is_linear=0
shrinkage=0.05


Tree=108
num_leaves=31
num_cat=0
split_feature=91 132 85 15 55 75 63 57 114 39 112 79 109 53 111 23 7 30 13 73 127 53 89 10 66 34 34 33 13 17
split_gain=5.5541 4.35554 3.96945 3.25287 4.31112 3.98488 3.32131 4.5008 3.32582 3.26256 3.23907 5.06304 4.19225 5.356 6.66288 6.03914 4.67971 4.93425 4.35408 4.3203 4.04372 4.03597 5.07492 3.91682 4.14139 3.90563 3.50442 3.42926 4.51316 3.53945
threshold=-0.94625830650329579 1013.6499938964845 0.90600600838661205 0.74500000476837169 0.064999999478459372 0.34381468594074255 0.24680136144161227 199.14876556396487 0.83385404944419872 14.050000190734865 -0.16504132002592084 1.9249999523162844 -0.1103231981396675 0.22500000149011615 -0.087920911610126481 6.0850000381469735 5.5499999523162851 1015.2500000000001 1.6050000190734866 0.34281025826931005 0.26722820103168493 0.62500000000000011 0.92176195979118358 2.9500000476837163 0.97500002384185802 10.84999990463257 19.150000572204593 12.949999809265138 0.56499999761581432 5.7200000286102304
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 -1 5 -5 9 8 -8 -6 12 -12 13 14 18 -15 17 20 -2 -18 -16 22 25 -22 -25 -13 -23 -27 -29 -30
right_child=1 -3 -4 4 6 -7 7 -9 -10 -11 11 21 -14 15 16 -17 19 -19 -20 -21 23 26 -24 24 -26 27 -28 28 29 -31
leaf_value=-0.0014958880458144728 0.0034008753873467829 -0.00068777035800791507 -0.00059632533788049223 0.016784222613837895 0.0021138616422851455 0.0018704885436153153 -0.0011859052415524561 -0.00020374895338643557 -0.016201322173347344 -0.00055553482041534796 8.4516973725314005e-05 -0.0024626152203759046 6.7730767300071276e-05 -0.0014520648085510123 0.0020341558602106572 -0.0001913674127520468 0.0084252444065866933 -0.0059685967249583603 -0.0054074640334240047 -0.0053776830786155414 0.029761140632736324 0.00065784195365098462 -0.014102627853862943 0.018888239002306809 -0.0072557719424366958 0.0081513516553112664 0.0032879608711200875 0.025187462940812113 0.010041278659189044 0.00070215532076797174
leaf_weight=5031 2402 20216 23048 46 2924 1703 11157 189417 37 1881 44851 205 950465 13217 388 33772 62 158 149 662 27 21192 40 33 28 510 1347 22 121 628
leaf_count=5031 2402 20216 23048 46 2924 1703 11157 189417 37 1881 44851 205 950465 13217 388 33772 62 158 149 662 27 21192 40 33 28 510 1347 22 121 628
internal_value=-5.22673e-06 3.94481e-05 5.28946e-05 -0.000239667 -0.00020916 0.00226273 -0.000230207 -0.000261322 -0.00123554 0.00106888 6.68753e-05 0.00039844 4.40563e-05 -0.000398038 0.00138026 -0.000545975 -0.001449 0.00168756 0.00288639 -0.00419566 0.00422889 0.000983511 0.00347203 0.0139057 0.00688771 0.0039451 0.000815026 0.00497054 0.0028665 0.00221088
internal_weight=1.32574e+06 1.11354e+06 1.09333e+06 212196 207165 1749 205416 200611 11194 4805 1.07028e+06 68916 1.00136e+06 50898 3909 46989 1358 634 2551 724 476 24065 1526 88 61 1486 22539 1281 771 749
internal_count=1325739 1113543 1093327 212196 207165 1749 205416 200611 11194 4805 1070279 68916 1001363 50898 3909 46989 1358 634 2551 724 476 24065 1526 88 61 1486 22539 1281 771 749
is_linear=0
shrinkage=0.05


Tree=109
num_leaves=31
num_cat=1
split_feature=96 133 72 52 86 15 20 109 64 125 136 12 57 105 57 5 78 22 88 110 74 53 53 18 52 81 57 57 34 33
split_gain=5.29041 4.33789 3.99752 4.15459 3.963 3.77563 5.0016 3.41975 3.81699 3.3802 4.48136 5.56905 4.88129 3.62115 3.22369 3.57708 3.15638 3.07511 3.01658 3.14573 3.12249 3.006 2.98295 2.84932 4.9522 4.3247 4.40759 2.98093 4.43591 2.82535
threshold=-0.98450174927711476 1014.0499877929689 0.31300786137580877 0.10500000044703485 0.88312062621116649 0.63499999046325695 4.0250000953674325 -0.1103231981396675 0.45499999821186071 0.84335932135581981 0 2.4150000810623173 201.40613555908206 1.0000000180025095e-35 261.95930480957037 13.650000095367433 9.055000305175783 6.0350000858306894 -0.24904332309961316 0.77063214778900158 0.51520073413848888 0.064999999478459372 3.245000004768372 6.0650000572204599 0.064999999478459372 270.09754943847662 265.45001220703131 137.69860839843753 13.550000190734865 16.250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -4 7 8 -7 10 11 14 13 17 15 16 -6 18 19 20 29 -9 -19 27 25 26 -25 28 -8 -12
right_child=1 -3 5 -5 9 6 23 21 -10 -11 12 -13 -14 -15 -16 -17 -18 22 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.012482998161934891 6.7622741214508523e-05 -0.00065353949030073064 -0.0024320079727355431 0.0015028188451120372 -0.00021524140711883918 0.0068172125296448094 -0.010529453043589753 0.0089100261246638692 0.027986829553640659 -0.0007734913987588448 0.001053405671604019 -0.00056206383088984165 -0.00020390664644910598 -0.014493557319722392 -0.00022586064616232006 0.017406704654807554 0.0015459203295915872 -0.001782725800890683 -0.004309847215398903 -0.0050792787119545131 -0.0018124402100361437 -0.0017984426661132602 0.0016559130269205302 0.00243092370161321 -0.0003230367325504139 -0.00038778778036373013 0.0096080289908629189 -0.00096749352511915653 -0.0020016230560437917 0.010539098576103387
leaf_weight=91 1083219 22953 2136 1616 3233 68 209 111 31 24627 452 10892 32428 55 5292 34 11939 1437 1447 462 1280 160 1124 1060 112459 1074 268 4923 564 95
leaf_count=91 1083219 22953 2136 1616 3233 68 209 111 31 24627 452 10892 32428 55 5292 34 11939 1437 1447 462 1280 160 1124 1060 112459 1074 268 4923 564 95
internal_value=-4.96539e-06 2.72286e-05 -0.000314847 0.00208817 4.0493e-05 -0.00034818 -0.000311372 0.00549304 0.0134461 -0.000269511 -9.26331e-05 0.000351447 -0.000452063 -0.00171965 0.00083703 0.00120694 0.00117063 -0.00160808 -0.0025229 -0.00139327 -0.000461177 0.00258768 -0.000273538 -0.000329186 -0.000275055 0.00197138 0.00387932 -0.00142074 -0.00430734 0.00270083
internal_weight=1.32574e+06 1.20097e+06 124770 1707 1.17802e+06 123063 120927 370 99 94797 70170 31390 38780 6352 20498 15206 15172 6297 3736 2289 1827 271 2561 120557 114861 2402 1328 5696 773 547
internal_count=1325739 1200969 124770 1707 1178016 123063 120927 370 99 94797 70170 31390 38780 6352 20498 15206 15172 6297 3736 2289 1827 271 2561 120557 114861 2402 1328 5696 773 547
cat_boundaries=0 1
cat_threshold=866
is_linear=0
shrinkage=0.05


Tree=110
num_leaves=31
num_cat=2
split_feature=75 22 20 15 92 136 18 136 10 8 52 78 56 25 106 68 78 40 0 63 52 11 90 102 54 52 24 52 40 72
split_gain=5.79944 7.69788 5.5195 5.94398 5.90826 9.84915 5.93239 5.38513 4.17813 9.07016 6.01526 4.15501 4.14514 4.11168 3.92865 3.88755 3.55793 3.54749 6.4372 5.9048 4.21584 4.49904 3.54296 4.50013 4.93151 4.38389 3.73427 3.54036 3.50696 3.49586
threshold=0.53688675165176403 6.2349998950958261 6.4049999713897714 1.9450000524520876 -0.91203999519348133 0 10.405000209808351 1 3.6499999761581425 5.4500000476837167 0.10500000044703485 28.814999580383304 134.44224548339847 126.50000000000001 -0.6281357705593108 328.41369628906256 39.57500076293946 10.750000000000002 337.50000000000006 0.21243746578693393 2.6350001096725468 3.0499999523162846 0.77334097027778637 0.9400123953819276 0.10500000044703485 0.79500001668930065 106.50000000000001 0.89499998092651378 11.949999809265138 0.31300786137580877
decision_type=2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 7 3 -3 5 -4 13 14 10 12 -9 -7 -10 -6 -2 22 27 -15 -19 -20 21 -21 -1 24 29 -25 -26 28 -5 -24
right_child=1 2 4 16 6 11 -8 8 9 -11 -12 -13 -14 17 -16 -17 -18 18 19 20 -22 -23 23 25 26 -27 -28 -29 -30 -31
leaf_value=7.57861802108713e-05 0.00050583866501121156 -5.9047040938353938e-06 -0.0028772301345691481 0.0027055204959714157 0.0053600446567903075 0.00079461488149405464 -5.1856685492082259e-05 0.0031626720074702259 -0.0048973902400012018 -0.00048687332890010385 -0.00015924486171543556 -0.0034458603062722387 -0.0015368420996431449 -0.00066033415697797559 -0.0018519568245991228 0.0019606704690839222 -0.0010920180855359643 -9.1003539351487174e-05 0.026450608994277633 -0.0073880642954562165 -0.00075574063110905583 0.011343036077693493 0.023281719764837852 0.029369557919827378 -0.019959261096664706 0.00088616197130509788 -0.0027340435076212456 0.00099571210211817649 0.019889826302727065 0.0029304901815651518
leaf_weight=771308 18706 29605 2008 2871 291 32895 255824 1497 968 80693 15196 588 17628 67601 1951 2729 1736 1717 34 37 195 240 26 22 32 35 1879 17296 30 112
leaf_count=771308 18706 29605 2008 2871 291 32895 255824 1497 968 80693 15196 588 17628 67601 1951 2729 1736 1717 34 37 195 240 26 22 32 35 1879 17296 30 112
internal_value=-1.11596e-05 -0.000135433 -2.77964e-05 0.000456276 -9.68225e-05 0.000515805 -0.000163531 -0.000460745 -0.000593185 -0.000716287 0.000138659 0.000719932 -0.00171177 -0.000570988 0.000283014 7.68414e-05 0.00108012 -0.000595706 0.00136962 0.00632593 0.00487627 0.00884105 7.01942e-05 -0.00197782 -0.00236331 0.0118798 -0.00302248 0.00126683 0.00288323 0.00676478
internal_weight=1.32575e+06 549607 412968 51538 361430 35491 325939 136639 115982 99289 16693 33483 18596 70115 20657 776143 21933 69824 2223 506 472 277 773414 2106 2049 57 1911 20197 2901 138
internal_count=1325750 549607 412968 51538 361430 35491 325939 136639 115982 99289 16693 33483 18596 70115 20657 776143 21933 69824 2223 506 472 277 773414 2106 2049 57 1911 20197 2901 138
cat_boundaries=0 1 2
cat_threshold=4240 38
is_linear=0
shrinkage=0.05


Tree=111
num_leaves=31
num_cat=2
split_feature=85 130 1 52 60 88 56 52 136 29 101 6 62 16 136 67 60 15 55 52 24 36 99 28 2 76 4 2 64 107
split_gain=5.61997 5.57964 5.48305 4.40907 7.53123 10.5346 5.05194 10.8899 9.43133 7.85844 6.51384 6.16552 7.19184 7.147 5.97836 5.79253 5.60908 5.196 5.06291 5.37158 7.81172 5.57552 5.47598 4.97885 5.7679 5.07079 4.53923 4.84179 4.65519 4.49656
threshold=0.90016907453536998 48.500000000000007 10.500000000000002 4.7650001049041757 0.46966366469860082 0.043037466704845435 201.81989288330081 0.34499999880790716 0 1017.6499938964845 0.39914725720882421 3.7500000000000004 0.31682591140270239 7.4149999618530282 1 30.375000000000004 0.20458026230335238 0.56499999761581432 3.7849999666213994 1.2649999856948855 340.50000000000006 14.949999809265138 -0.99588862061500538 1014.8500061035157 6.5000000000000009 17.285000801086429 5.2500000000000009 348.50000000000006 0.75499999523162853 -0.96946012973785389
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 -5 -6 10 11 9 17 14 12 13 29 -1 26 -15 -9 19 20 21 -10 -22 25 -25 -16 -11 -28 -29 -8
right_child=2 -3 -4 4 5 -7 7 8 18 15 -12 -13 -14 16 23 -17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.00029440525650894687 0.00073620144696731572 -0.00062426778155077393 -0.0007365133520136146 -0.00065186841633691037 -5.2710458270912905e-05 0.0030048125197456189 0.0049034503796002394 -0.0041268319326610552 0.00043548556514393485 -0.00086316896514978473 6.0947200823229083e-05 0.00079367366286433238 0.0013796338623766162 0.011089197249384598 -6.8590484453928246e-05 0.0027157407868396051 0.0016953121629544204 0.0009212682843007116 0.00046820064343662592 -0.0006530446955566473 0.025144216908066643 -0.0013216935357446926 0.0045361882164900386 0.00093975002814135041 -0.0018252441620082622 -0.0031455433026139597 0.00015276795563171048 0.018791981148533525 0.003106653514419252 0.011894825889459372
leaf_weight=15658 7385 33752 43830 57527 252440 2849 464 514 22459 15508 666721 10494 3627 180 17202 1661 1356 61578 26331 48895 34 5650 621 2152 15266 1452 8761 50 877 456
leaf_count=15658 7385 33752 43830 57527 252440 2849 464 514 22459 15508 666721 10494 3627 180 17202 1661 1356 61578 26331 48895 34 5650 621 2152 15266 1452 8761 50 877 456
internal_value=-1.06027e-05 1.00334e-05 -0.000524154 2.72878e-05 -0.000135049 -1.85888e-05 8.20113e-05 0.000298046 0.000192384 0.00057033 1.9011e-05 0.00152783 0.00279436 0.00488361 -0.000521483 -0.000144195 0.00279616 0.00087948 -0.000130938 -0.000334098 0.000208068 8.22869e-05 0.00560592 -0.00087548 -0.00148363 -0.000308096 -0.000332731 0.000516364 0.00395268 0.00836874
internal_weight=1.32575e+06 1.27454e+06 51215 1.24078e+06 312816 255289 927967 209516 192939 88949 718451 16577 6083 2456 51730 26857 1536 62092 103990 77659 28764 28109 655 36072 17418 18654 25196 9688 927 920
internal_count=1325750 1274535 51215 1240783 312816 255289 927967 209516 192939 88949 718451 16577 6083 2456 51730 26857 1536 62092 103990 77659 28764 28109 655 36072 17418 18654 25196 9688 927 920
cat_boundaries=0 1 2
cat_threshold=307 2566
is_linear=0
shrinkage=0.05


Tree=112
num_leaves=31
num_cat=0
split_feature=99 18 10 52 75 64 21 89 66 118 85 53 8 38 68 116 132 68 27 22 69 6 106 124 87 69 87 62 32 4
split_gain=5.07721 4.83272 4.23428 4.11071 7.86386 8.36949 6.6724 4.29228 4.16067 4.35866 3.89246 3.83255 5.32596 3.82269 3.75946 3.73592 3.49098 7.48912 3.47777 3.47744 3.94769 6.92838 3.86067 3.52266 3.48808 4.36913 3.48523 3.38004 3.29232 3.26205
threshold=-0.93492841720581044 6.4600000381469735 6.1499998569488534 0.46500000357627874 0.71146830916404735 0.59499999880790722 6.9349999427795419 -0.71809047460556019 3.6950000524520878 -0.095842104405164705 0.90016907453536998 0.58499997854232799 1.0000000180025095e-35 12.449999809265138 278.86584472656256 0.0087262028828263612 1016.3500061035157 223.18680572509768 272.50000000000006 6.1549999713897714 261.32522583007818 4.5499999523162851 -0.58839693665504444 -0.82409480214118946 0.79015257954597484 301.92993164062506 0.71617451310157787 0.29102715849876409 19.750000000000004 2.4500000476837163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 28 4 5 18 11 -6 9 -8 16 12 -7 -11 27 -13 -2 -18 -3 23 21 26 -22 -14 25 -25 -21 -5 -1 -26
right_child=10 3 -4 14 7 6 8 -9 -10 13 -12 15 19 -15 -16 -17 17 -19 -20 20 22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=0.00030451390847749729 6.4995673856965274e-05 0.0012279333886635068 -0.0015095551284736977 -0.0014017258093788386 0.00015892367509412337 0.018785305142116088 0.02459736096418717 -0.0021948637794928566 0.00020286288187914604 0.029061913012992591 -0.00050712031815942807 -0.0063730848019183314 -0.0029239967627654553 0.0053623802183816833 -1.1651772686913552e-05 0.0012486845980521962 -0.01342442751559628 -0.00070447693465853134 -0.0016503947189891338 -0.011029975996776062 0.0026307123820488551 0.032494037338730061 0.023550689066810859 0.0050838125014088685 -0.0011877125134459117 0.022717103440510603 0.010112454823752027 -0.00034102906028873653 -0.012716801719245864 0.0027418856390296668
leaf_weight=5213 1018912 2114 12397 8107 7310 52 66 2635 74 20 31680 222 320 114 116468 583 117 10559 2084 22 536 33 23 465 663 38 171 102107 49 2596
leaf_count=5213 1018912 2114 12397 8107 7310 52 66 2635 74 20 31680 222 320 114 116468 583 117 10559 2084 22 536 33 23 465 663 38 171 102107 49 2596
internal_value=-1.00725e-05 -0.000206077 -0.00100513 -0.000148908 0.000535639 0.00151138 0.00270984 -0.000464729 0.0103321 0.0140799 3.87744e-05 0.00234497 0.00286836 0.00889962 -0.000209731 -0.00085322 5.55714e-05 -0.000843877 -0.000200946 0.0026983 0.00574599 0.0113224 0.00349146 0.00211221 0.00254059 0.00641595 0.00770244 -0.000419051 0.000183259 0.00194246
internal_weight=1.32575e+06 264482 17659 246823 20141 10196 5998 9945 274 200 1.06127e+06 5724 4919 134 226682 805 1.02959e+06 10676 4198 4867 785 226 559 4082 3762 503 193 110214 5262 3259
internal_count=1325750 264482 17659 246823 20141 10196 5998 9945 274 200 1061268 5724 4919 134 226682 805 1029588 10676 4198 4867 785 226 559 4082 3762 503 193 110214 5262 3259
is_linear=0
shrinkage=0.05


Tree=113
num_leaves=31
num_cat=0
split_feature=85 1 130 57 60 90 90 62 52 83 60 88 29 40 124 120 95 26 2 8 41 35 54 92 103 16 116 121 24 37
split_gain=4.67212 4.95924 4.78751 4.11932 4.11295 3.98107 4.36476 7.47253 4.35397 8.19834 5.47556 6.07412 5.4852 4.87044 4.85479 6.28734 8.0633 5.37295 5.31479 4.42451 4.27076 4.26206 4.09826 4.05961 5.57326 5.14517 4.37649 4.02507 3.93801 3.86677
threshold=0.90016907453536998 10.500000000000002 48.500000000000007 155.87140655517581 0.46496869623661047 0.77334097027778637 0.065460730344057097 0.44651585817337042 2.435000061988831 327.28894042968756 0.40485434234142309 0.065977152436971678 1017.8500061035157 10.84999990463257 0.99140709638595592 -0.061046212911605828 0.14206146448850634 334.50000000000006 347.50000000000006 13.650000095367433 10.650000095367433 11.84999990463257 1.2549999952316286 -0.93829649686813343 -0.35534495115280146 8.7100000381469744 -0.41467745602130884 -0.30069434642791742 316.50000000000006 15.650000095367433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 29 6 8 -8 9 23 12 -12 27 19 20 16 17 -16 -18 21 -15 28 -23 -1 25 -25 -27 -10 -11 -4
right_child=1 3 4 -5 -6 -7 7 -9 10 13 11 -13 -14 14 15 -17 18 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00058646478992677446 0.00072082837326479827 -0.0026915110622875073 -0.001992360856271652 -0.0005629807045532387 -0.00026573321144386913 -0.0014210418858345425 0.00020650674738832087 0.0021953803398663762 4.8519120145784171e-05 0.0015341239558856351 -5.5079182299946093e-05 0.0018302506954920768 -0.0012442421117456943 0.020491898883924341 -0.0084024293962866071 0.0036326370960860343 0.05637581311166287 0.02406177855311678 0.020361056427160899 0.0032700839455816928 0.0020495145988754745 0.0027777956181142577 2.9818877548876307e-05 0.0018315320809138853 6.3036572420705479e-05 0.00096782019759799145 -0.0011497105429237491 -0.00087103415873667216 -0.0018857755680486811 0.0011312106862313572
leaf_weight=23220 7385 2405 7043 41425 25556 4740 20572 6130 36302 1303 331212 4328 18816 33 25 108 20 26 21 1938 644 2977 2493 8634 746702 6578 3879 17704 2378 1153
leaf_count=23220 7385 2405 7043 41425 25556 4740 20572 6130 36302 1303 331212 4328 18816 33 25 108 20 26 21 1938 644 2977 2493 8634 746702 6578 3879 17704 2378 1153
internal_value=-9.56885e-06 -0.000477814 9.24678e-06 -0.000679775 -0.000578306 2.52295e-05 3.07757e-05 0.000663094 1.68142e-05 8.4555e-05 -0.000116056 -3.0761e-05 -0.000509065 0.0013835 0.00497045 0.0118148 0.02142 0.00814795 0.0379292 0.00109981 0.00294848 0.000640195 0.00152538 6.48555e-05 8.46046e-05 0.000928188 0.000182327 -0.000252925 -0.0006752 -0.00155294
internal_weight=1.32575e+06 51215 1.27454e+06 43830 33752 1.24078e+06 1.23604e+06 26702 1.20934e+06 800979 408362 335540 72822 11966 877 200 92 51 41 11089 677 9151 5470 789013 765793 19091 10457 54006 3681 8196
internal_count=1325750 51215 1274535 43830 33752 1240783 1236043 26702 1209341 800979 408362 335540 72822 11966 877 200 92 51 41 11089 677 9151 5470 789013 765793 19091 10457 54006 3681 8196
is_linear=0
shrinkage=0.05


Tree=114
num_leaves=31
num_cat=0
split_feature=87 99 17 53 75 81 23 18 99 55 89 29 126 21 8 91 60 83 30 23 27 104 85 61 56 82 32 40 35 111
split_gain=4.76742 4.0063 4.17839 4.8004 7.60362 6.21301 5.97419 5.47406 4.69804 4.5702 4.25288 4.0073 6.93236 4.06517 3.89017 3.80666 3.79947 4.39151 4.00102 3.7034 3.64799 3.52323 4.03058 3.44129 3.37363 3.32596 5.42871 4.78037 5.70784 4.3908
threshold=0.93188035488128673 -0.93492841720581044 6.0650000572204599 0.42499999701976782 0.68527311086654674 253.264030456543 6.3250000476837167 10.405000209808351 -0.96924468874931324 0.38499999046325689 -0.81590542197227467 1015.1499938964845 -0.35019405186176294 5.1050000190734872 3.1499999761581425 -0.82993432879447926 0.42082728445529943 256.77980041503912 1022.0499877929689 6.0250000953674325 270.50000000000006 0.33503086864948278 0.80046460032463085 0.35039378702640539 178.12712860107425 312.55856323242193 11.84999990463257 10.84999990463257 14.250000000000002 0.45934353768825537
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 4 5 -4 20 9 10 11 14 12 -8 -14 -9 -12 17 -5 -19 -1 -7 -21 -23 -24 -18 -3 -27 -28 29 -29
right_child=-2 25 3 16 -6 6 7 8 -10 -11 15 -13 13 -15 -16 -17 24 18 -20 21 -22 22 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.0013913961834275477 -0.0021390217947535152 7.1924059411308011e-05 -0.00052739674144705638 -0.0016448997621415545 -0.00036067255424995618 0.0032909002117063172 0.031693305962910062 0.013672481681435153 -0.00040871552932499484 -0.0016958747487650185 0.00027715676918714532 0.0018200711032349459 0.023821317131534736 0.0023801411114911918 0.039205295847994946 0.021207222061024773 0.0017197497064911122 -0.00025629794983097722 -0.0019506854991073028 0.00064421771631163619 0.00088537460388695322 -0.0013786917767720298 0.033156471326947212 0.0078425914370294277 -0.00010465800137884428 -0.00064372769763774041 -3.6621200585960507e-05 0.022246851901290939 -0.001817335037915326 0.0029898053944932318
leaf_weight=10940 2622 927727 2519 7796 9876 2695 39 26 44 207 42 142 29 93 35 45 2573 49824 3746 1369 3796 40 25 29 166844 44791 84842 30 739 2225
leaf_count=10940 2622 927727 2519 7796 9876 2695 39 26 44 207 42 142 29 93 35 45 2573 49824 3746 1369 3796 40 25 29 166844 44791 84842 30 739 2225
internal_value=-9.09041e-06 -4.86959e-06 -0.000179643 -0.000135266 0.000616225 0.00160962 0.002358 0.0067397 0.0139357 0.00403062 0.0182002 0.00794277 0.0133429 0.00747681 0.0283225 0.0111031 -0.00019905 -0.000536139 -0.000374782 -0.00107544 0.00188413 0.00128717 0.0106511 0.019562 -7.695e-05 3.84422e-05 -0.000195763 3.26711e-05 0.00199623 0.003246
internal_weight=1.32575e+06 1.32313e+06 262774 250371 19588 9712 7193 702 192 510 148 303 161 122 61 87 230783 61366 53570 12403 6491 1463 94 54 169417 1.06035e+06 132627 87836 2994 2255
internal_count=1325750 1323128 262774 250371 19588 9712 7193 702 192 510 148 303 161 122 61 87 230783 61366 53570 12403 6491 1463 94 54 169417 1060354 132627 87836 2994 2255
is_linear=0
shrinkage=0.05


Tree=115
num_leaves=31
num_cat=1
split_feature=88 52 25 107 112 52 84 19 23 61 113 34 3 101 28 23 43 52 65 80 85 79 60 126 75 79 0 55 89 136
split_gain=3.91646 5.00858 3.34933 6.19429 4.4054 3.98065 4.29155 3.45979 3.36445 3.222 3.10065 3.07521 2.98613 2.8475 5.69116 6.70816 5.90519 5.6631 5.13958 4.43835 4.32868 5.69733 4.17042 3.93524 5.08333 3.78918 3.60128 3.58877 3.93615 3.47691
threshold=-0.98480495810508717 0.064999999478459372 185.50000000000003 -0.68592038750648487 0.35019405186176306 0.22500000149011615 0.817650467157364 18.219999313354496 7.805000066757203 0.25769636034965521 -1.0000000180025095e-35 12.34999990463257 236.50000000000003 0.24742104858160022 1014.5499877929689 4.4249999523162851 9.5500001907348651 1.2649999856948855 1.235000014305115 288.34770202636724 0.86538472771644603 2.3449999094009404 0.65954649448394786 0.9996192753314973 0.51116865873336803 1.3949999809265139 2.5000000000000004 3.2250000238418584 -0.74988755583763111 0
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=1 9 3 4 -2 6 12 8 11 -1 13 -7 -6 14 15 -4 17 20 25 27 -16 -22 -19 -21 -25 -17 -23 28 -18 -27
right_child=2 -3 10 -5 5 7 -8 -9 -10 -11 -12 -13 -14 -15 16 18 19 22 -20 23 21 26 -24 24 -26 29 -28 -29 -30 -31
leaf_value=-0.00097302894515708814 0.00088911643994909117 -0.00031184283654050267 -0.0023874960636438357 3.100113112695803e-05 -0.0042867674725130204 -0.0064962286019830829 0.03077701760384326 0.01828501530819469 0.0071246936306930513 0.0045910091787115101 -0.016059884146476692 0.0021982745280608056 0.016321731898456048 5.0170657649985619e-05 0.00090700879285185204 -0.0010466281843317 -0.0012542362199386252 -0.00071476054709613537 3.3500157827982959e-06 0.00048367645057680389 -0.0044668123006522363 0.005259641777628111 6.2788259893811532e-05 0.028398642241392796 -0.0027097568653213482 0.0018231587043339753 -0.00036483588321314882 -0.00073578452769660534 -0.003764584876256897 0.00043051542088844944
leaf_weight=374 18483 110325 2514 38742 32 112 26 36 325 855 30 1106 39 960000 15368 2173 2987 52540 60018 1759 845 301 25671 29 24 9465 5223 4677 3272 8545
leaf_count=374 18483 110325 2514 38742 32 112 26 36 325 855 30 1106 39 960000 15368 2173 2987 52540 60018 1759 845 301 25671 29 24 9465 5223 4677 3272 8545
internal_value=7.04234e-06 -0.000276482 3.30879e-05 0.00040087 0.00111169 0.00356627 0.0133977 0.00296232 0.00260482 0.0028978 1.43395e-05 0.00139878 0.00703339 1.47568e-05 -0.000159221 0.00015574 -0.000390393 -0.000261132 0.000235461 -0.00140383 0.00045278 -0.000643247 -0.000459548 0.000888142 0.0143118 0.000925688 -5.83609e-05 -0.00178359 -0.00256656 0.00116366
internal_weight=1.3259e+06 111554 1.21434e+06 58901 20159 1676 97 1579 1543 1229 1.15544e+06 1218 71 1.15541e+06 195411 82715 112696 99948 80201 12748 21737 6369 78211 1812 53 20183 5524 10936 6259 18010
internal_count=1325896 111554 1214342 58901 20159 1676 97 1579 1543 1229 1155441 1218 71 1155411 195411 82715 112696 99948 80201 12748 21737 6369 78211 1812 53 20183 5524 10936 6259 18010
cat_boundaries=0 1
cat_threshold=866
is_linear=0
shrinkage=0.05


Tree=116
num_leaves=31
num_cat=0
split_feature=87 132 69 28 94 13 101 42 52 122 60 105 56 90 89 126 73 60 55 16 80 95 79 55 57 25 72 8 87 52
split_gain=3.98351 3.73705 4.20555 3.74914 8.10493 9.76775 7.27624 5.66561 5.88398 4.97586 4.3353 4.22646 4.56795 4.06767 3.96813 3.75374 5.52514 3.74693 3.54758 3.53663 5.46645 3.8276 3.48149 4.19789 4.07014 3.9124 3.40621 3.57488 4.09837 3.24842
threshold=0.93188035488128673 1016.2500000000001 203.76665496826175 1014.8500061035157 -0.14655762165784833 2.7749999761581425 0.19320837408304217 8.7500000000000018 1.2649999856948855 -0.89490029215812672 0.42952139675617224 -0.93772459030151356 194.31061553955081 -0.70493775606155384 0.069490160793066039 0.9996192753314973 0.37936563789844518 0.17480635643005374 0.91500002145767223 3.7749999761581425 275.19290161132818 0.96680352091789257 4.9449999332427987 0.94499999284744274 178.88728332519534 204.50000000000003 0.44393341243267065 6.7500000000000009 0.76697307825088512 6.1349999904632577
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 9 7 8 19 26 18 12 -9 -7 -12 -13 -17 -4 -10 20 -5 -21 25 -24 -25 -11 27 28 -1 -20
right_child=-2 2 17 6 -6 13 -8 11 10 22 14 15 -14 -15 -16 16 -18 -19 29 21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00075583956120632892 -0.0019500121934292393 -0.01207340588853522 0.0097568544518570749 0.017471387776751796 2.1867841272207564e-06 -0.00036233460073940746 2.0564523443707407e-05 -0.0038173731609549796 -0.0034581025834726775 0.0007934135082255533 -0.0002857513212372222 -5.7927308044316281e-05 -0.0012613642911151381 -0.0025324767789559801 0.0021546325943419009 0.031657060786433842 0.0020459773978218436 -0.00070494735742953176 -0.00057589802270696449 0.0006071320911345395 -0.0011916458359337414 -0.0020697800349260983 -0.00029184044706791114 0.0017478807421391594 0.00059467516420712513 -0.00034009306703079809 0.00087560332108493595 -3.1782512891927932e-05 0.0041013955288105256 -0.0021123201772519163
leaf_weight=1354 2596 81 86 77 394257 6261 627350 2065 1380 10916 68929 4324 11386 3296 1707 23 50 17777 19311 20177 80 1430 11481 8758 60550 25156 16778 1248 2826 4186
leaf_count=1354 2596 81 86 77 394257 6261 627350 2065 1380 10916 68929 4324 11386 3296 1707 23 50 17777 19311 20177 80 1430 11481 8758 60550 25156 16778 1248 2826 4186
internal_value=6.69107e-06 1.05297e-05 -0.000706125 2.03811e-05 0.000120804 0.000435461 -5.11197e-05 -0.000383931 -0.000257628 0.000541721 -0.000426687 -0.00121385 -0.00165376 -0.00111077 -0.000226777 0.000131893 0.0113755 -0.00065458 -0.000994313 0.000484299 0.00796156 0.000429968 0.000411347 0.000593706 0.000740398 2.92528e-06 0.00122783 0.00231656 0.00301769 -0.000849612
internal_weight=1.3259e+06 1.3233e+06 17944 1.30536e+06 542881 148624 762475 135125 117277 139067 95513 17848 13451 9557 70636 4397 73 17863 24877 21764 157 21607 116861 80789 69308 36072 22206 5428 4180 23497
internal_count=1325896 1323300 17944 1305356 542881 148624 762475 135125 117277 139067 95513 17848 13451 9557 70636 4397 73 17863 24877 21764 157 21607 116861 80789 69308 36072 22206 5428 4180 23497
is_linear=0
shrinkage=0.05


Tree=117
num_leaves=31
num_cat=3
split_feature=87 52 60 88 67 132 22 32 136 92 95 136 83 88 9 95 32 88 72 66 56 52 28 136 55 2 64 57 53 55
split_gain=3.59512 3.51276 7.06646 8.27309 5.4074 5.31955 4.8612 4.57712 4.21842 4.1697 4.082 4.07345 4.81459 4.97429 4.36207 4.15011 4.09131 4.14264 3.91353 4.65268 4.23254 10.8265 9.65081 10.4367 7.21879 5.85195 4.80287 4.51871 6.30398 6.55419
threshold=0.93188035488128673 6.4149999618530282 0.42506223917007452 -0.28485499322414393 29.925000190734867 1016.6499938964845 6.6749999523162851 15.449999809265138 0 0.99999991059303295 -0.94517433643341053 1 300.46871948242193 0.22204268723726275 14.250000000000002 0.29839287698268896 6.4500000476837167 -0.77930656075477589 0.75704503059387218 9.5950002670288104 204.08593750000003 1.2649999856948855 1014.5499877929689 2 3.0349999666213994 347.50000000000006 2.0649999380111699 251.00015258789065 0.76499998569488536 0.70499998331069957
decision_type=2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 4 -3 8 5 11 -5 9 -4 -7 -10 12 -1 15 -15 -14 17 -17 20 -20 27 25 23 26 -24 -22 -23 -13 -29 -30
right_child=-2 2 3 6 -6 7 -8 -9 10 -11 -12 18 13 14 -16 16 -18 -19 19 -21 21 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00014353114466932515 -0.0018525115801977365 -0.00094024852776925362 -0.00054832940464079414 -0.00053772292222281236 0.00086670464251624674 -0.0020900599599770731 0.0018596278344207903 0.0043958813840805815 -0.0015261595761358862 0.01011469233584341 3.9788333008126206e-06 3.0397193243240539e-05 0.0014540078642963322 0.0036265325133982731 0.026046761781485246 0.012620502546845026 -0.0013506111938825884 -0.001298316096654162 -0.00058719121458446514 9.5070056940532065e-05 0.00076123778496823668 0.0022645264971979709 -0.00086884907542584741 -0.00018843529692674473 0.00016630543515791643 0.0031615053974489125 0.00076063628286492904 0.00075736276192307783 -0.004360987897672002 -0.00095248010326833422
leaf_weight=9909 2596 25352 47906 2821 20049 4881 8444 305 4453 71 205701 699073 9390 1563 22 110 2469 104 53046 47244 50073 8734 34446 21833 32955 2675 13538 4565 1644 9924
leaf_count=9909 2596 25352 47906 2821 20049 4881 8444 305 4453 71 205701 699073 9390 1563 22 110 2469 104 53046 47244 50073 8734 34446 21833 32955 2675 13538 4565 1644 9924
internal_value=6.35652e-06 1.00032e-05 -0.000142199 -6.7077e-05 5.36055e-05 3.74423e-05 0.00125928 -0.00154892 -0.000124976 -0.00191507 -2.84423e-05 4.57543e-05 0.000695201 0.00130422 0.00393773 0.000958478 -0.000775784 0.00585622 3.0125e-05 -0.000265796 6.38709e-05 0.000292757 1.35607e-05 0.000588593 -0.000362721 0.000882962 0.00134978 1.13049e-05 -0.000815999 -0.00143688
internal_weight=1.3259e+06 1.3233e+06 294677 269325 1.02862e+06 1.00857e+06 11265 5257 258060 4952 210154 1.00332e+06 23567 13658 1585 12073 2683 214 979750 100290 879460 164254 111506 44105 67401 52748 22272 715206 16133 11568
internal_count=1325896 1323300 294677 269325 1028623 1008574 11265 5257 258060 4952 210154 1003317 23567 13658 1585 12073 2683 214 979750 100290 879460 164254 111506 44105 67401 52748 22272 715206 16133 11568
cat_boundaries=0 1 2 3
cat_threshold=98 2 293
is_linear=0
shrinkage=0.05


Tree=118
num_leaves=31
num_cat=1
split_feature=99 18 53 75 53 72 72 36 102 136 11 111 4 120 114 75 21 123 96 74 19 33 82 59 123 73 122 78 106 31
split_gain=3.33623 3.84655 4.06628 6.63063 5.97452 4.70302 5.14912 4.33597 4.23954 3.92634 3.6032 3.56834 4.80201 4.17586 3.67968 3.62973 3.74587 3.55901 3.54682 5.80641 3.53024 3.49122 3.42644 3.34987 3.64088 4.40454 6.36667 4.65085 4.16307 3.61927
threshold=-0.94366756081581105 6.0650000572204599 0.34499999880790716 0.35262320935726171 1.0000000180025095e-35 0.3345715999603272 0.2985787838697434 19.150000572204593 -0.2574626207351684 0 0.75000000000000011 0.060022074729204185 5.7500000000000009 0.97625884413719188 -0.93038213253021229 0.7456035614013673 5.3550000190734872 0.71322327852249157 -0.71136790513992298 0.35069130361080175 4.2599999904632577 15.84999990463257 272.32377624511724 179.94283294677737 -0.91702514886856068 0.48673097789287573 -0.67556449770927418 1.4750000238418581 -0.9920828342437743 1014.2500000000001
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 7 9 6 -6 8 -3 22 -1 12 23 14 15 16 17 -14 19 -8 -12 -13 -5 -7 25 26 27 -25 -28 -27
right_child=-2 2 -4 4 5 11 18 -9 -10 -11 20 21 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 29 28 -29 -30 -31
leaf_value=0.004835593080650802 4.3791532685795784e-05 0.013254730448227475 -0.00017472170192264216 -0.0015886213249884686 0.0024948636824529326 -0.0021824553085925519 0.030062911872352872 -0.010750787570658657 0.0037939414496450069 -0.0018106527869350246 -0.0060077659740172852 0.00048901752837844409 0.0034579043403417543 0.023075839265116624 -0.0042745738445559905 0.0014003428787816847 0.012045466896416578 0.017202180284349358 0.031416253954172135 0.0035642970353364947 -0.0010057365263799096 -0.0030018436065885378 0.0033825216065993891 0.027701925374567511 0.00037182039986987433 0.004426075434367893 0.043351167421787982 0.0018662403310925045 0.014091732088596591 -0.0013305406379751136
leaf_weight=256 1080971 185 215620 601 282 776 28 36 329 3757 364 3554 616 28 136 627 219 51 25 79 11400 897 819 20 2858 745 20 135 31 431
leaf_count=256 1080971 185 215620 601 282 776 28 36 329 3757 364 3554 616 28 136 627 219 51 25 79 11400 897 819 20 2858 745 20 135 31 431
internal_value=6.03841e-06 -0.000160584 -0.00011557 0.000622316 0.000444782 0.00107706 0.0063099 0.00602419 0.00719909 -0.000966816 -0.0010328 0.000882658 0.00161228 0.00392852 0.0036034 0.00431154 0.00637171 0.00450882 0.0144602 0.0104985 -0.00116051 -0.000214488 0.0012696 0.000837896 0.00139068 0.00349769 0.010242 0.00519988 0.025566 0.0023163
internal_weight=1.3259e+06 244925 232905 17285 16735 11558 414 550 514 5177 12020 11144 6693 1677 1649 1513 886 667 132 107 11764 4451 1420 5016 4240 1382 206 155 51 1176
internal_count=1325896 244925 232905 17285 16735 11558 414 550 514 5177 12020 11144 6693 1677 1649 1513 886 667 132 107 11764 4451 1420 5016 4240 1382 206 155 51 1176
cat_boundaries=0 1
cat_threshold=4864
is_linear=0
shrinkage=0.05


Tree=119
num_leaves=31
num_cat=1
split_feature=25 107 112 52 84 101 15 53 27 124 79 7 54 127 8 30 43 130 19 28 136 43 120 123 127 65 81 83 91 89
split_gain=3.1943 6.0571 4.97311 3.90108 4.34797 3.89418 5.59718 4.47694 6.89383 5.0495 4.04614 5.12884 4.04326 3.97878 4.07524 5.18389 3.73364 3.46679 3.50154 3.44068 5.17408 7.33737 6.17649 5.41418 5.21748 4.27648 4.18909 3.94624 4.24073 3.84484
threshold=187.50000000000003 -0.68592038750648487 0.35019405186176306 0.18500000238418582 0.817650467157364 0.19320837408304217 0.63499999046325695 0.2650000005960465 267.50000000000006 -0.84335932135581959 7.3550000190734872 0.84999999403953563 0.38499999046325689 -0.0087262028828264185 6.0499999523162851 1019.8500061035157 4.6499998569488534 128.50000000000003 4.0850000381469735 1014.5499877929689 0 6.6499998569488534 0.061046212911605842 -0.33379416167736048 0.86159634590148937 0.55500000715255748 263.83016967773443 261.44999694824224 -0.7024262249469756 0.069490160793066039
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -2 8 9 -8 17 12 -12 14 -11 -16 -15 18 -10 20 21 23 24 29 25 -23 -24 -25 -29 -9
right_child=5 -3 3 -5 -6 -7 7 19 10 13 11 -13 -14 16 15 -17 -18 -19 -20 -21 -22 22 26 27 -26 -27 -28 28 -30 -31
leaf_value=0.00078165745521625299 -0.0016901022018998197 -6.6977939036385426e-06 0.0064830508315935733 0.0029642770130275148 0.030408614311643226 2.905487041594427e-05 -0.0029663495971748244 0.0020253386144280408 -0.0090934787677842705 0.00023710740480331854 0.0063953669602669523 0.00074353295703355612 0.027932057150260165 0.0055864430966834642 0.0031419264903499787 0.026084771089255811 -0.0016243322314669338 -0.018366833858127738 -0.00080796713182593757 -0.00038168974066500583 -0.00017770453693858701 0.0042460146639657212 0.00046666077224246478 0.0021210602869926624 -0.0031283725804180777 -0.00019849298891702304 0.0039750977516903934 0.0029263028109783843 0.010105829125226479 -0.0035189007328001905
leaf_weight=21236 6132 42858 64 1754 27 1034167 472 2219 131 2316 113 2813 27 1311 1623 25 208 29 4793 124885 62824 578 1849 669 1468 8507 1576 342 516 364
leaf_count=21236 6132 42858 64 1754 27 1034167 472 2219 131 2316 113 2813 27 1311 1623 25 208 29 4793 124885 62824 578 1849 669 1468 8507 1576 342 516 364
internal_value=5.73581e-06 0.000344978 0.000997988 0.00348796 0.0135818 -1.20182e-05 -0.000200142 -0.000158548 0.000711232 0.00199605 -0.000256523 0.0012084 0.0105489 0.00242323 0.00158946 0.00348997 0.00459906 -0.00112992 -0.0010284 -0.00021713 3.68626e-05 0.000781772 0.000236141 0.00263935 -0.00036263 8.42726e-05 0.00208105 0.0049996 0.00724406 0.00124404
internal_weight=1.3259e+06 65939 23081 1845 91 1.25996e+06 225790 219658 13861 5955 7906 2953 140 5483 3964 1648 1519 4953 4924 205797 80912 18088 13978 4110 10553 9085 3425 1527 858 2583
internal_count=1325896 65939 23081 1845 91 1259957 225790 219658 13861 5955 7906 2953 140 5483 3964 1648 1519 4953 4924 205797 80912 18088 13978 4110 10553 9085 3425 1527 858 2583
cat_boundaries=0 1
cat_threshold=32
is_linear=0
shrinkage=0.05


Tree=120
num_leaves=31
num_cat=1
split_feature=86 58 76 78 130 28 94 79 20 120 86 32 57 60 86 19 56 76 111 75 136 81 71 92 125 57 17 61 93 99
split_gain=3.84541 4.00096 3.66788 3.5332 3.28755 3.47204 5.29612 3.31727 6.88651 7.42947 5.54895 5.00569 5.25271 5.15856 6.78366 5.78464 5.09976 5.53857 4.74892 4.65809 4.42705 4.06675 3.85819 3.54363 3.52081 3.50964 3.77224 3.63765 3.62207 3.38062
threshold=0.88496702909469616 25.674815177917484 13.494999885559084 3.7949999570846562 48.500000000000007 1018.9500122070314 0.23241730034351352 4.2650001049041757 4.2049999237060556 0.44618082046508795 0.74289491772651683 12.050000190734865 160.60128021240237 0.25063069164752966 0.80012753605842601 5.7200000286102304 178.12712860107425 17.105000495910648 0.39805182814598089 0.35262320935726171 0 317.41857910156256 196.62955474853518 -0.96450302004814137 0.74892720580101024 180.14359283447268 9.5450000762939471 0.29356558620929724 -0.84617027640342701 -0.97010046243667591
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 -7 -1 9 10 -9 12 18 14 -13 -15 17 20 -10 23 -17 -14 -23 -16 -25 26 -18 28 -27 -20
right_child=1 -3 -4 -5 -6 6 -8 8 11 -11 -12 13 21 15 19 16 25 -19 29 -21 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=2.0927396385692205e-05 0.0050294227019514678 -0.00023572198914463476 -0.00037366458754738087 -0.0044289101879719951 -0.00049036725610633808 -0.00046928117220155612 8.8803226357845248e-06 -0.015915380892428485 -0.0049815261078114152 0.025771606420832024 0.0051894767441982674 -0.00054210293288537435 0.00015862999203014041 -0.0012995628690856756 -0.0033350787494007663 -0.00098745694650076324 0.0018578655998235964 -0.00094931143998754736 0.0039372272478201643 0.0015088245700397762 0.0023040960858497221 0.010318408372740333 -0.00083262171465016345 0.0083281030449804602 0.0020884421044539609 -0.00061813992370485466 0.00011654135053981623 0.00011353967048822981 0.0014830155963096968 -0.0013885769010434697
leaf_weight=595041 106 105059 1614 1441 30460 76180 241455 33 896 42 554 4082 69697 5571 115 1168 6825 2111 325 10999 8070 78 14070 594 365 2625 5714 128491 9381 3582
leaf_count=595041 106 105059 1614 1441 30460 76180 241455 33 896 42 554 4082 69697 5571 115 1168 6825 2111 325 10999 8070 78 14070 594 365 2625 5714 128491 9381 3582
internal_value=-2.82151e-06 -0.000288456 -0.00204114 -0.00378083 2.25464e-05 3.56967e-05 -0.0001058 8.73311e-05 0.000230812 0.00545655 0.004003 0.000218849 -9.03782e-05 0.000366139 0.00121995 0.000284981 0.000338681 0.00136134 -0.00169847 0.00181572 0.00188936 1.73991e-06 -0.000771144 0.0049587 0.00595326 0.000262842 0.00106435 0.000191309 0.00102362 -0.000945555
internal_weight=1.32674e+06 108220 3161 1547 1.21852e+06 1.18806e+06 317635 870429 275388 629 587 274759 88648 186111 16155 169956 164385 11349 4803 12073 9238 83845 14148 1074 959 153036 12539 140497 12006 3907
internal_count=1326744 108220 3161 1547 1218524 1188064 317635 870429 275388 629 587 274759 88648 186111 16155 169956 164385 11349 4803 12073 9238 83845 14148 1074 959 153036 12539 140497 12006 3907
cat_boundaries=0 1
cat_threshold=4304
is_linear=0
shrinkage=0.05


Tree=121
num_leaves=31
num_cat=0
split_feature=86 58 121 54 67 130 28 100 52 60 106 16 39 55 25 91 52 88 8 73 15 60 116 60 127 78 16 121 4 123
split_gain=3.4705 3.61087 5.67852 3.24555 3.2327 2.96702 3.15166 5.41628 5.06572 5.55031 3.21982 6.10559 6.40256 6.16614 4.2662 4.18271 4.07157 4.02448 3.83428 4.8335 6.36076 4.22366 3.8199 4.79876 4.50488 4.47888 4.29439 4.10038 5.42764 5.46789
threshold=0.88496702909469616 25.674815177917484 0.39873388409614569 0.034999999217689044 0.88499999046325695 48.500000000000007 1017.9500122070314 0.11304350569844247 1.2649999856948855 0.37339036166667944 -0.69818890094757069 9.5450000762939471 22.44999980926514 2.9450000524520878 182.50000000000003 -0.84716579318046559 9.555000305175783 0.065977152436971678 11.050000190734865 0.40321987867355352 0.72500002384185802 0.34976200759410864 -0.79332312941551197 0.39890909194946295 -0.36648726463317866 8.7249999046325701 11.775000095367433 0.89490029215812694 4.2500000000000009 0.59480014443397533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 -2 6 10 8 -8 -10 11 12 14 22 -1 -14 -15 -18 19 -16 -21 -20 24 26 -13 -26 27 -24 -29 -30
right_child=1 3 -4 -5 -6 -7 7 -9 9 -11 -12 13 15 16 18 -17 17 -19 21 20 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.0030417728006573276 -0.0034588892834398659 0.002138475544318578 -0.011933754843074199 -0.00025662778708225082 -0.00013298359176336469 -0.00046584889416027565 0.00065706712398599357 -1.1778299751214411e-05 -0.0021378969383940285 -0.00053859998069365439 1.9879349269337604e-05 0.001889820850221575 0.025574640027374581 0.00051588722384440517 0.0017848744264238438 0.0060536926851907915 -6.9639114268069767e-05 0.0036409223091897918 -0.001294193188425575 -0.0020662514633877846 0.0006211653573807473 0.00058544828887148719 -0.00089108628862306265 -0.00012302696697546952 -0.00045214934634187591 0.0043952088175391044 -0.0023067474629261519 0.0008351228622267712 0.020402244845244253 -0.0010362159802598204
leaf_weight=1723 1234 1434 136 103625 1791 30460 7140 350019 6409 35334 523571 3459 31 71514 8574 239 65476 739 5614 2299 52081 6391 10582 20161 9396 502 6241 441 81 47
leaf_count=1723 1234 1434 136 103625 1791 30460 7140 350019 6409 35334 523571 3459 31 71514 8574 239 65476 739 5614 2299 52081 6391 10582 20161 9396 502 6241 441 81 47
internal_value=-2.67994e-06 -0.000274034 -0.00193908 -0.000223936 -0.00148973 2.14196e-05 3.39124e-05 -8.06309e-05 -0.000573639 -0.000784148 9.18112e-05 0.000233614 0.000608961 8.04973e-05 0.000581898 0.00829499 0.000254297 -2.8227e-05 0.000525355 0.000681515 0.000507551 -0.000293544 -0.000389691 -0.000647993 0.000336519 -0.000206304 -0.00125654 -0.000668757 0.00346603 0.0125303
internal_weight=1.32674e+06 108220 3161 105059 3025 1.21852e+06 1.18806e+06 398902 48883 41743 789162 265591 76952 188639 76682 270 137729 66215 74959 62954 54380 12005 50910 37553 13357 9898 17392 11151 569 128
internal_count=1326744 108220 3161 105059 3025 1218524 1188064 398902 48883 41743 789162 265591 76952 188639 76682 270 137729 66215 74959 62954 54380 12005 50910 37553 13357 9898 17392 11151 569 128
is_linear=0
shrinkage=0.05


Tree=122
num_leaves=31
num_cat=1
split_feature=86 58 22 84 64 24 92 113 119 62 57 57 15 54 136 60 12 29 52 103 119 27 88 27 126 115 35 130 68 96
split_gain=3.13582 3.47061 3.71215 4.69811 5.72463 4.81205 4.18733 3.66339 3.44247 3.24581 3.10787 3.92293 3.51316 3.07967 3.1745 4.15401 3.96837 4.19736 3.65342 3.36769 3.0168 3.30182 4.17494 2.98066 2.94332 4.31409 2.74891 2.70776 2.88116 2.86037
threshold=0.88312062621116649 155.18965911865237 5.0450000762939462 0.88197460770607006 2.4150000810623173 327.50000000000006 -0.87065312266349781 -0.99809679388999928 0.77159520983695995 0.49853713810443884 300.78898620605474 304.82153320312506 3.0649999380111699 0.034999999217689044 0 0.46496869623661047 2.1950000524520878 1015.9500122070314 0.10500000044703485 -0.39270092546939844 -0.095842104405164705 339.50000000000006 0.22204268723726275 315.50000000000006 -0.60873827338218678 -0.99353402853012074 16.550000190734867 48.500000000000007 174.82251739501956 0.10303907096385957
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 6 7 24 9 -2 -4 23 -6 12 -12 -9 -3 15 20 17 -16 19 -17 -15 -22 -23 -7 25 -5 -19 29 -29 -1
right_child=1 13 3 4 5 8 -8 10 -10 -11 11 -13 -14 14 16 18 -18 26 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.8591405429901631e-05 -0.012447945155242147 0.0021315376963171044 -0.011145970947971498 -0.0075131310016981192 -0.0052600496890836757 0.0020330290930966536 -0.0027457700645692486 0.0018642559500881056 -0.00045521081839912408 0.010607904359472521 0.026278039708733561 0.0052088507690993876 -0.0088588712021435909 0.00039870489334920852 0.00057607514840251521 0.019670546549217155 -0.00043993301977463776 -0.00030939621889954105 -0.00037467753787706712 0.0025629918090209168 -0.0021322511016122511 0.0017058720753339821 0.023921323039879403 0.027826956907908124 0.00062885349952943959 0.019658066227566454 -0.0038760370575125023 -0.010235664727709566 -0.00042345230863554409 0.0013560696138946106
leaf_weight=1176631 120 1413 54 21 1376 24 1518 1115 436 33 25 190 82 1638 30602 30 40621 14594 12291 700 7539 178 24 21 806 48 561 75 29906 4072
leaf_count=1176631 120 1413 54 21 1376 24 1518 1115 436 33 25 190 82 1638 30602 30 40621 14594 12291 700 7539 178 24 21 806 48 561 75 29906 4072
internal_value=-2.54594e-06 -0.000250817 -0.00143556 -0.000653142 -0.00186633 -0.00341433 -0.00345655 0.00163504 0.000903715 -0.00488841 0.00212383 0.00765876 0.00112967 -0.000187715 -0.000217842 -0.000748111 -8.0234e-05 0.000239073 -0.000170567 0.00326604 -0.00155072 -0.00196322 0.00434533 0.0140702 0.00147733 0.0113886 -0.000441424 2.12541e-05 -0.000447998 3.31696e-05
internal_weight=1.32674e+06 116060 5869 4231 2765 1890 1638 1466 481 1409 1412 215 1197 110191 108778 22400 86378 45757 13021 730 9379 7741 202 45 875 69 15155 1.21068e+06 29981 1.1807e+06
internal_count=1326744 116060 5869 4231 2765 1890 1638 1466 481 1409 1412 215 1197 110191 108778 22400 86378 45757 13021 730 9379 7741 202 45 875 69 15155 1210684 29981 1180703
cat_boundaries=0 1
cat_threshold=6272
is_linear=0
shrinkage=0.05


Tree=123
num_leaves=31
num_cat=4
split_feature=78 102 116 90 126 114 54 72 112 136 75 52 61 89 108 118 89 79 31 84 56 136 8 72 22 81 136 32 136 108
split_gain=2.90511 5.31012 4.49588 3.41656 3.18266 2.97728 5.65392 3.83034 3.13404 2.83769 3.73605 2.80262 6.32289 5.44713 4.45208 5.1471 5.03776 4.36762 6.87795 4.99485 4.60554 5.10384 4.23688 4.14981 3.98795 3.9581 3.90498 3.79352 3.74946 3.73961
threshold=39.57500076293946 0.9400123953819276 -0.74892720580101002 -0.057956635951995843 0.98624804615974437 0.061046212911605842 2.3549998998641972 0.31300786137580877 0.1650413200259209 0 0.37436369061470037 3.0849999189376835 0.4312990009784699 0.16130883246660235 0.068154118955135359 -0.92384436726570118 -0.448955088853836 15.574999809265138 1010.2500000000001 0.88764885067939769 204.08593750000003 1 12.550000190734865 0.43937219679355627 6.2750000953674325 330.27563476562506 2 11.84999990463257 3 -0.52174800634384144
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 2
left_child=5 2 -2 -4 -5 11 -7 9 -9 10 -8 17 14 22 16 -16 -13 19 26 29 21 -20 24 28 -14 -17 -19 -23 -22 -1
right_child=1 -3 3 4 -6 6 7 8 -10 -11 -12 12 13 -15 15 25 -18 18 20 -21 23 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001167633986298368 -0.0030673661576648761 0.0034890488100425472 -0.00032891146833248156 -0.0038767189080278043 0.0056232319049740916 4.8393784237046047e-05 0.014874911424790131 0.00071897640962532722 0.0028975894471524478 0.0017169082120064552 0.0041524530110162985 -0.00072880590207175997 -0.0006198062500838373 0.0026494974308972699 0.0012396149878797979 -0.00035391694516040141 -0.0028359369477381773 -0.0023912303881017056 -0.0028822111972755735 -0.00062154068242957538 0.0054139640590114549 -0.00079499450691059524 0.00058536113458551987 0.00082982199381696677 -1.7574241615746051e-05 -0.0020571668426206668 -0.00012821780679674396 0.00091655021841331003 0.0015404199780060602 2.8627138060054649e-05
leaf_weight=7275 1824 788 20214 1080 96 26181 135 8261 2063 367 204 10615 30744 1913 4862 63976 3871 2730 1432 29688 926 5321 25961 33143 259653 3603 6283 8268 1966 763301
leaf_count=7275 1824 788 20214 1080 96 26181 135 8261 2063 367 204 10615 30744 1913 4862 63976 3871 2730 1432 29688 926 5321 25961 33143 259653 3603 6283 8268 1966 763301
internal_value=-2.41865e-06 -0.000547502 -0.000684523 -0.00048133 -0.00310121 7.62409e-06 0.000448434 0.00139798 0.00115432 0.00496103 0.00818113 -5.33725e-06 -0.000113759 -1.05366e-05 -0.000491692 -0.000331679 -0.00129188 4.57269e-05 0.000456925 1.48618e-05 0.000681719 -5.38098e-05 -2.66216e-05 0.000988321 -8.13319e-05 -0.000444726 -0.00081647 0.000246185 0.00280475 3.93805e-05
internal_weight=1.32674e+06 24002 23214 21390 1176 1.30274e+06 37211 11030 10324 706 339 1.26553e+06 405198 318271 86927 72441 14486 860333 60069 800264 51056 15021 316358 36035 290397 67579 9013 13589 2892 770576
internal_count=1326744 24002 23214 21390 1176 1302742 37211 11030 10324 706 339 1265531 405198 318271 86927 72441 14486 860333 60069 800264 51056 15021 316358 36035 290397 67579 9013 13589 2892 770576
cat_boundaries=0 1 2 3 4
cat_threshold=275 5152 176 4163
is_linear=0
shrinkage=0.05


Tree=124
num_leaves=31
num_cat=1
split_feature=81 32 4 136 42 54 3 61 97 57 55 62 100 23 53 56 15 39 26 78 8 97 102 15 20 81 29 23 33 34
split_gain=2.84879 6.5963 5.4988 6.76874 4.85614 4.65631 5.98831 5.29805 6.02483 4.21923 4.16282 4.13069 4.1263 4.09356 4.0454 3.83548 3.72543 3.71056 3.69263 4.63128 4.57995 3.87824 6.17549 6.65354 3.62201 3.55897 3.73272 3.80235 3.77315 3.54494
threshold=316.86778259277349 12.050000190734865 9.7500000000000018 0 9.3499999046325701 0.90500000119209301 341.50000000000006 0.30814056098461157 -0.65203753113746632 219.4309997558594 0.34499999880790716 0.34626898169517523 -0.25578869879245753 5.6849999427795419 1.3149999976158144 201.81989288330081 0.56499999761581432 11.050000190734865 335.50000000000006 8.1449999809265154 5.3500001430511483 -0.38503906130790705 0.90995347499847423 3.0249999761581425 5.3849999904632577 320.69822692871099 1017.2500000000001 5.6649999618530282 11.650000095367433 9.8499999046325701
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 13 16 6 7 11 9 -9 14 -6 24 29 17 -2 -3 -5 19 -8 -20 -22 -23 -24 -7 -19 27 28 -27 -4
right_child=1 4 3 10 5 12 18 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 25 20 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=1.9756627424175516e-05 -0.0026929788725223321 -0.01199568569908762 -0.00029383273399874286 0.0024943446868209446 -0.0099365009546781673 0.017490055154149347 0.021999072219644276 0.01831485703587532 0.023741472416963335 -0.0082395547069609165 -0.00062535866764002108 0.013064381524758495 0.00029359699298451403 0.0023593992613084574 -0.0025031559677502722 -0.00091899694665148208 -1.9476128228496456e-05 -0.0034151022295084072 0.033461264658857279 0.0023799573360707301 0.0042656895626957221 -0.0017913014336954803 0.043923112137183071 0.0069329973263666037 0.0031581633901869351 0.045515987844694232 -0.0003249286860227585 0.0088867257349193093 0.017257342070203137 0.015174378219961634
leaf_weight=1216527 3473 65 53 1007 129 65 35 21 39 52 11195 23 2137 1220 355 24836 64694 34 27 214 90 23 31 20 137 21 30 41 27 123
leaf_count=1216527 3473 65 53 1007 129 65 35 21 39 52 11195 23 2137 1220 355 24836 64694 34 27 214 90 23 31 20 137 21 30 41 27 123
internal_value=-2.29648e-06 -0.000245709 -0.000734764 7.17365e-05 6.02297e-05 0.00201229 0.00557737 -0.000375967 0.00787565 -0.000600614 -0.000292251 -0.0064561 0.000939264 0.00336369 0.0021673 -0.00113663 -3.14969e-05 0.00359662 0.00914937 0.00513766 0.0143793 0.0112377 0.0197172 0.0294172 0.00776991 0.0108515 0.0149277 0.020069 0.0296205 0.0105163
internal_weight=1.32674e+06 110217 42415 14106 67802 3043 704 264 112 73 12710 152 2339 1396 1515 28309 64759 1160 440 249 191 164 74 51 202 153 119 89 48 176
internal_count=1326744 110217 42415 14106 67802 3043 704 264 112 73 12710 152 2339 1396 1515 28309 64759 1160 440 249 191 164 74 51 202 153 119 89 48 176
cat_boundaries=0 1
cat_threshold=16
is_linear=0
shrinkage=0.05


Tree=125
num_leaves=31
num_cat=1
split_feature=87 68 4 93 7 78 58 26 37 72 41 75 112 78 20 93 104 28 55 36 29 76 101 122 58 92 136 66 12 88
split_gain=3.53188 3.44284 6.28214 4.29563 4.45074 3.77165 5.19693 3.54997 3.17313 2.96557 2.97782 3.4165 2.83009 4.85629 6.39692 9.17813 5.73109 4.24706 4.59947 5.7114 3.69115 3.30808 2.95113 5.06189 5.556 4.71831 6.93547 5.26717 5.21425 4.8758
threshold=0.93188035488128673 337.39057922363287 8.3499999046325701 -0.9833918809890746 3.9500000476837163 42.034999847412116 230.44529724121097 317.50000000000006 11.550000190734865 0.36728990077972418 10.34999990463257 0.50325357913970958 0.18222858756780627 1.2649999856948855 4.3350000381469735 -0.61055222153663624 0.73972323536872875 1019.4500122070314 2.3449999094009404 14.34999990463257 1014.6499938964845 4.8350000381469735 0.18888346105813983 -0.90255093574523915 114.55801010131837 -0.17074259370565412 0 22.445000648498539 2.2849999666213994 -0.30684365332126612
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=1 5 -3 -4 7 12 -7 -5 -6 -10 -11 -12 22 -14 15 20 -16 18 19 -17 21 -15 23 -1 -25 26 27 28 -24 -28
right_child=-2 2 3 4 8 6 -8 -9 9 10 11 -13 13 14 16 17 -18 -19 -20 -21 -22 -23 25 24 -26 -27 29 -29 -30 -31
leaf_value=0.00034186794892259679 -0.0018285436605712765 -0.00019453411516167347 -0.012178309490396218 0.0086737477001460166 0.0023325081102989823 -0.0029301487449083733 -0.0003909052797360583 -0.010052509273806907 -0.0011651659161404913 0.0062995152678975265 0.032132267765700821 0.0099141006658394499 -6.6022382363735893e-06 -0.00033174453136057427 0.0013708926207708972 -0.00090027344863741633 -0.007358979394545411 0.0046974040218628948 0.042630532117826601 0.025055616588067653 -0.0084740102681174108 0.024679574016481638 0.00063768305015295427 -0.0017977533429707601 -0.00022068072079612006 -5.0468104408082764e-06 0.00014284847890130151 0.0018974892896265574 -0.00060227232485100075 -0.00091084460805520163
leaf_weight=41364 2625 3058 44 34 1098 2297 16414 99 118 762 24 62 15537 39 9028 31 192 56 21 67 77 20 66241 5759 184513 896557 48621 7161 9723 14181
leaf_count=41364 2625 3058 44 34 1098 2297 16414 99 118 762 24 62 15537 39 9028 31 192 56 21 67 77 20 66241 5759 184513 896557 48621 7161 9723 14181
internal_value=3.67782e-06 7.31263e-06 0.00127923 0.00329029 0.00360009 2.1985e-06 -0.000702628 -0.00526535 0.00417136 0.00626148 0.0072949 0.0161145 1.23495e-05 0.000538463 0.001427 0.00847996 0.0011891 0.0160521 0.0213955 0.0168451 -0.00126357 0.00814667 1.99831e-06 -0.000159434 -0.000268414 3.7868e-05 0.000301531 0.000601104 0.000478975 -9.50655e-05
internal_weight=1.32582e+06 1.3232e+06 5299 2241 2197 1.3179e+06 18711 133 2064 966 848 86 1.29919e+06 25068 9531 311 9220 175 119 98 136 59 1.27412e+06 231636 190272 1.04248e+06 145927 83125 75964 62802
internal_count=1325823 1323198 5299 2241 2197 1317899 18711 133 2064 966 848 86 1299188 25068 9531 311 9220 175 119 98 136 59 1274120 231636 190272 1042484 145927 83125 75964 62802
cat_boundaries=0 1
cat_threshold=870
is_linear=0
shrinkage=0.05


Tree=126
num_leaves=31
num_cat=2
split_feature=68 4 93 11 78 58 37 14 25 57 53 17 94 56 136 93 23 136 79 72 54 11 83 85 100 61 127 120 28 62
split_gain=3.12621 5.49569 4.191 4.21469 3.54794 5.0662 3.1104 2.85448 2.77228 5.02386 4.2063 4.20532 12.146 4.55007 3.74143 3.72477 8.38609 6.73388 5.73935 6.1004 5.84922 5.17168 4.8784 4.84297 4.07173 3.61582 3.66956 3.5217 5.84867 5.11734
threshold=337.39057922363287 8.3499999046325701 -0.9833918809890746 4.6499998569488534 43.565000534057624 230.44529724121097 11.550000190734865 2.4550000429153447 204.50000000000003 211.65531921386722 6.5250000953674325 13.344999790191652 0.098512608557939543 194.31061553955081 0 -0.1270121484994888 8.0850000381469744 1 6.3450000286102304 0.69486540555953991 2.2749999761581425 0.75000000000000011 277.99708557128912 0.87851452827453624 0.33165025711059576 0.21193237602710727 0.93663650751113903 0.43049471080303198 1012.9500122070314 0.31002065539360052
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 8 -6 -5 -7 9 -1 -11 15 13 -13 -15 16 17 22 27 21 25 24 -10 -17 -20 26 -21 -19 29 -29
right_child=1 2 3 6 5 7 -8 -9 11 10 -12 12 -14 14 -16 23 -18 18 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00010994525838668862 -0.0001626050394172181 -0.012025028978370959 -0.0056857211836652197 0.0021077084333775576 -0.0030775912154790024 0.016477614723145961 0.0059672666793226291 -0.00043218900880035067 -0.0019201298541439615 0.0015963164387973131 -0.00018825274879220118 -0.0020694497046612791 -1.2864088959459671e-05 -0.0011867657778383001 -0.00035765246874004816 2.4303743653868812e-05 0.0012357344118537905 -0.0004889303683602035 0.0040725793137595077 0.0012916501242294974 0.00035109454617798363 0.00051553912933155477 0.0015885926716788187 -0.0004795763359605337 0.00087571623351001071 -0.00071859021885625838 0.010877070881843824 0.0072060055444830825 -0.00011659652414888473 0.001480815213546417
leaf_weight=98224 3086 45 121 1117 2017 25 980 14467 1089 11174 4687 6099 260854 20523 40430 600393 18744 53770 1889 717 35778 48492 10969 51801 2107 26771 116 515 7211 1612
leaf_count=98224 3086 45 121 1117 2017 25 980 14467 1089 11174 4687 6099 260854 20523 40430 600393 18744 53770 1889 717 35778 48492 10969 51801 2107 26771 116 515 7211 1612
internal_value=3.49393e-06 0.00120982 0.00308137 0.00338785 -1.39269e-06 -0.000729786 0.00391141 -0.000403018 7.82922e-06 0.000243276 0.00106897 -1.47453e-05 -0.000167147 -0.000767358 -0.00063707 4.32303e-05 0.000226495 0.000127471 5.03793e-05 0.00025934 -7.08098e-05 0.000658012 0.00127065 -1.57173e-05 0.00238695 -0.000617647 0.00262647 -0.000333276 0.00056301 0.00286703
internal_weight=1.32582e+06 5349 2263 2218 1.32047e+06 16509 2097 14492 1.30396e+06 114085 15861 1.18988e+06 327906 67052 60953 861974 209780 191036 178978 115870 63382 52488 12058 652194 3996 27604 833 63108 9338 2127
internal_count=1325823 5349 2263 2218 1320474 16509 2097 14492 1303965 114085 15861 1189880 327906 67052 60953 861974 209780 191036 178978 115870 63382 52488 12058 652194 3996 27604 833 63108 9338 2127
cat_boundaries=0 1 2
cat_threshold=771 2
is_linear=0
shrinkage=0.05


Tree=127
num_leaves=31
num_cat=0
split_feature=87 68 4 11 93 78 58 37 53 73 119 58 73 8 41 42 39 105 11 33 115 114 81 15 73 66 93 101 28 43
split_gain=3.1398 2.80492 5.12763 3.70338 3.61114 3.08136 4.25392 3.05912 2.81135 3.03834 3.01613 4.9009 3.85175 3.15939 2.89963 3.64129 4.22747 2.78991 2.76929 2.69877 2.64383 2.62356 5.50352 3.45314 2.97959 3.14439 3.05468 2.92206 5.02756 5.7048
threshold=0.93188035488128673 337.39057922363287 8.3499999046325701 4.6499998569488534 -0.9833918809890746 42.034999847412116 230.44529724121097 8.7500000000000018 1.7749999761581423 0.41420049965381628 0.97988739609718334 294.43296813964849 0.35102662444114691 2.5499999523162846 11.84999990463257 10.650000095367433 11.84999990463257 -0.63407370448112477 13.750000000000002 13.750000000000002 -0.43049471080303187 0.11319890245795251 214.58772277832034 0.6850000023841859 0.25638695061206823 0.5249999761581422 -0.99050456285476673 0.18888346105813983 1014.8500061035157 9.5500001907348651
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 -4 -5 21 -7 -6 10 20 11 14 -13 -12 15 18 -17 -14 -3 -19 -10 27 -23 -24 26 -26 -25 28 -1 -30
right_child=-2 2 3 4 7 6 -8 -9 9 -11 13 12 17 -15 -16 16 -18 19 -20 -21 -22 22 23 24 25 -27 -28 -29 29 -31
leaf_value=0.00010220077322757216 -0.0017242139604669538 -0.00045653673491300633 -0.0054627958306573271 -0.011053524797205769 -0.0078795653710205284 -0.002650255740324571 -0.00035291545251494232 0.0040718009211917769 0.00045840431275403397 -0.00248149058484635 0.017454270925372838 -0.0079657862470908607 0.026784489396959543 -0.0028542608987568918 -0.012274967367965274 0.023235349168475625 0.00010076764971017838 0.010618513633380644 0.018448975998908282 -0.0047336177364217516 0.014008297464953592 -1.9286274885560675e-05 -0.0020362212479396679 -0.0063511117957532406 0.0053186755776303621 0.001307092293484739 0.013189475411199964 3.5832134913987038e-05 -0.00024592450708274375 -0.0012711619148785148
leaf_weight=101175 2625 615 123 42 55 2297 16414 2021 117 1358 20 33 23 451 41 39 40 216 20 33 52 20404 694 25 515 9485 100 1038524 112843 15423
leaf_count=101175 2625 615 123 42 55 2297 16414 2021 117 1358 20 33 23 451 41 39 40 216 20 33 52 20404 694 25 515 9485 100 1038524 112843 15423
internal_value=3.31865e-06 6.74578e-06 0.0011548 0.00297169 0.00346151 2.12969e-06 -0.000634942 0.00375517 -0.000176677 -0.0016947 0.00133737 0.0028167 0.00816578 -0.0019919 0.000655821 0.00139835 0.0115216 0.0101229 0.000138912 0.00858389 0.0046276 1.13048e-05 0.000464094 0.00137572 0.00160959 0.00151369 0.00928136 1.55135e-07 -0.00016133 -0.000369201
internal_weight=1.32582e+06 1.3232e+06 5299 2241 2118 1.3179e+06 18711 2076 3058 1527 1531 1060 305 471 755 714 79 272 635 249 169 1.29919e+06 31223 10819 10125 10000 125 1.26796e+06 229441 128266
internal_count=1325823 1323198 5299 2241 2118 1317899 18711 2076 3058 1527 1531 1060 305 471 755 714 79 272 635 249 169 1299188 31223 10819 10125 10000 125 1267965 229441 128266
is_linear=0
shrinkage=0.05


Tree=128
num_leaves=31
num_cat=0
split_feature=87 68 4 11 93 78 94 84 69 122 71 37 14 53 61 38 119 58 73 8 41 0 33 114 116 74 72 90 99 2
split_gain=2.83367 2.53144 4.62769 3.3423 3.25905 2.78891 3.94889 2.86603 3.4617 2.91927 2.83842 2.76086 2.75139 2.53724 2.84053 2.8042 2.79524 3.96976 3.03577 2.97686 2.56049 2.92599 2.82241 2.90294 3.27037 2.81299 3.37492 3.39271 4.08406 3.65364
threshold=0.93188035488128673 337.39057922363287 8.3499999046325701 4.6499998569488534 -0.9833918809890746 40.745000839233406 -0.65350553393363942 0.88636770844459545 333.27037048339849 -0.52247866988182057 209.78420257568362 8.7500000000000018 3.2549999952316289 1.7749999761581423 0.58391317725181591 14.34999990463257 0.97988739609718334 294.43296813964849 0.35102662444114691 2.5499999523162846 11.949999809265138 335.50000000000006 13.050000190734865 -0.47714059054851526 0.96359375119209301 0.83322167396545421 0.37398630380630499 -0.48268432915210718 -0.46392691135406489 344.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 13 -4 -5 -1 7 8 -7 12 -11 -6 -9 14 16 -15 17 20 -19 -18 21 22 -3 -24 -25 26 -23 28 29 -28
right_child=-2 2 3 4 11 6 -8 9 -10 10 -12 -13 -14 15 -16 -17 19 18 -20 -21 -22 25 23 24 -26 -27 27 -29 -30 -31
leaf_value=1.1266214440537163e-05 -0.0016380032626823996 -0.0045016148342269342 -0.0051896561836308952 -0.010500848510613045 -0.0074855871845714078 -0.0048890202659206882 -0.00037103129492266357 0.0059435307412513795 0.014722034365505629 0.013300930602209909 -0.0059463651231361917 0.0038682108799197572 -0.0041966866399656905 -0.0025168703696935467 0.01625172068034449 0.0034523173889503033 0.016581557402387263 -0.0072062072111293675 0.0091108842026727758 -0.003142083908447107 -0.012741449592368946 -0.0077941906285183193 -0.0011792901911356144 0.024301449395716192 -0.00075860390763567848 -0.0030916570912664521 0.013352193105418018 0.0030812058623357701 0.0031704358330794744 0.037510414216025127
leaf_weight=1296955 2625 277 123 42 55 1040 19316 232 23 21 218 2021 94 1295 31 232 20 32 261 440 35 29 95 30 23 78 34 82 35 29
leaf_count=1296955 2625 277 123 42 55 1040 19316 232 23 21 218 2021 94 1295 31 232 20 32 261 440 35 29 95 30 23 78 34 82 35 29
internal_value=3.15271e-06 6.40849e-06 0.00109706 0.00282311 0.00328844 2.02321e-06 -0.000570349 -0.00293523 -0.0044647 -5.76592e-05 -0.00425518 0.00356741 0.00301966 -0.000167843 0.00127051 -0.00160996 0.000960894 0.00239637 0.00732881 -0.00228453 0.000461693 0.00111072 -0.00152326 0.0040511 0.0134263 0.00501122 0.00803526 0.0105856 0.0168647 0.0244726
internal_weight=1.32582e+06 1.3232e+06 5299 2241 2118 1.3179e+06 20944 1628 1063 565 239 2076 326 3058 1531 1527 1500 1040 293 460 747 712 425 148 53 287 209 180 98 63
internal_count=1325823 1323198 5299 2241 2118 1317899 20944 1628 1063 565 239 2076 326 3058 1531 1527 1500 1040 293 460 747 712 425 148 53 287 209 180 98 63
is_linear=0
shrinkage=0.05


Tree=129
num_leaves=31
num_cat=2
split_feature=87 25 54 65 29 76 115 34 97 16 39 21 101 122 58 43 136 65 0 37 8 56 38 109 93 2 29 93 136 33
split_gain=2.55739 2.45416 4.12596 4.1681 4.09875 3.85778 3.5962 3.1763 2.93031 5.06019 2.99977 2.91707 2.81151 5.29063 4.40254 4.0527 5.92029 5.83758 5.42563 4.5756 4.67284 4.15797 3.96445 3.89375 3.78463 3.76027 4.08815 3.60458 6.31364 6.33704
threshold=0.93188035488128673 169.50000000000003 2.435000061988831 12.144999980926515 1010.3500061035157 12.184999942779543 0.52247866988182079 19.150000572204593 0.097485858947038664 4.8800001144409189 16.44999980926514 5.305000066757203 0.18888346105813983 -0.91702514886856068 114.55801010131837 8.1500000953674334 0 0.25499999523162847 67.500000000000014 15.949999809265138 5.2500000000000009 210.71890258789065 19.750000000000004 0.41003629565238958 0.26449620723724371 359.50000000000006 1015.7500000000001 -0.14807398617267606 1 11.050000190734865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=1 2 3 5 -5 8 -7 -4 -1 -10 -11 -9 13 22 -15 16 19 18 -17 -16 -21 24 -3 -22 25 26 -19 28 -14 -30
right_child=-2 12 7 4 -6 6 -8 11 9 10 -12 -13 27 14 15 17 -18 21 -20 20 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=5.4111011627044329e-05 -0.0015561031046642927 0.00021566644140347398 0.0011776896642929809 -0.0051614152958791241 0.0091581402841256938 -0.0024579016614068756 -0.01501818110024737 0.018406905992474337 0.016228880541952883 -0.0065918816289473568 0.0046426656618380226 0.0040822376246341012 0.00054716617588126059 -0.0016073376715236944 -5.4214911958203364e-05 0.033045334182679652 -0.00020275831121194083 -0.00094835924136581976 0.0051173674324190765 0.0013132240484830511 0.0059629931985675632 -0.00038542892654405822 0.0019815806822067873 -0.0041503611138822248 -0.0069855922623039066 0.018256369281637794 -0.0034488503106652139 -5.8281365578385326e-06 -0.0012828811731712311 9.9205397832328451e-05
leaf_weight=17595 2625 35065 6872 64 228 705 62 38 74 81 223 549 83299 5922 4318 22 155668 6663 83 3537 1017 17206 3495 105 327 24 2166 914632 9821 53337
leaf_count=17595 2625 35065 6872 64 228 705 62 38 74 81 223 549 83299 5922 4318 22 155668 6663 83 3537 1017 17206 3495 105 327 24 2166 914632 9821 53337
internal_value=2.99508e-06 6.08806e-06 0.000482498 9.18542e-05 0.00601961 -5.09896e-07 -0.0034732 0.00147925 0.000147688 0.00450346 0.00164925 0.00500956 -3.64473e-06 -0.000159884 -0.000264691 -0.000223092 -0.00013074 -0.000797071 0.0109689 0.0011171 0.00220508 -0.000843893 0.000375725 0.00501656 -0.00170319 -0.00150807 -0.0015618 3.10487e-05 0.000261346 -0.000115689
internal_weight=1.32582e+06 1.3232e+06 26491 19032 292 18740 767 7459 17973 378 304 587 1.29671e+06 235618 197058 191136 164645 26491 105 8977 4659 26386 38560 1122 9180 8853 8829 1.06109e+06 146457 63158
internal_count=1325823 1323198 26491 19032 292 18740 767 7459 17973 378 304 587 1296707 235618 197058 191136 164645 26491 105 8977 4659 26386 38560 1122 9180 8853 8829 1061089 146457 63158
cat_boundaries=0 1 2
cat_threshold=32 870
is_linear=0
shrinkage=0.05


Tree=130
num_leaves=31
num_cat=3
split_feature=84 3 53 54 61 14 97 103 136 89 13 132 69 22 34 52 60 59 70 52 61 67 136 92 88 136 30 108 52 21
split_gain=2.65427 2.78687 2.75536 4.08292 3.55055 5.20479 3.41746 3.38152 2.7097 2.66355 2.62147 2.60079 4.23218 3.12336 5.65619 4.97143 2.56338 2.48314 2.56786 2.41796 6.56109 5.20052 3.7415 3.67174 3.14543 2.95248 3.96136 3.82066 3.31495 8.61139
threshold=0.90618017315864574 184.50000000000003 0.064999999478459372 1.544999957084656 0.34829476475715643 2.3750000000000004 -0.99683818221092213 -0.5259059965610503 0 -0.99831217527389515 0.91500002145767223 1016.6499938964845 221.0971374511719 6.4549999237060556 15.449999809265138 0.14500000327825549 0.43372562527656561 181.31052398681643 321.32623291015631 7.2449998855590829 0.4312990009784699 29.925000190734867 1 0.57395747303962719 -0.44437466561794275 2 1022.2500000000001 0.72840878367424022 3.0449999570846562 5.4949998855590829
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2
left_child=11 -2 4 8 7 6 9 -3 10 -6 -4 19 -13 14 16 -15 -14 18 -10 21 -21 25 -22 -23 -24 26 27 28 29 -1
right_child=1 2 3 -5 5 -7 -8 -9 17 -11 -12 12 13 15 -16 -17 -18 -19 -20 20 22 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026101022787519594 0.00041817674729722375 0.012957431430644964 0.012991655051994783 -0.00030593458853414563 0.021611206054997945 0.020579356152217749 0.00045844354943780537 -0.00079559817421250055 -0.0043893335264086663 0.0056697154420445976 -0.0029497632658410191 -0.0096689050889381192 -0.0039592625951167084 0.013530346708880229 0.0070575373300058811 -0.00022925422284324383 -0.0011974688151838637 -0.00068692930007081474 0.011924177953973413 -0.00082271623824944722 0.00025159596555114643 0.0012629089290968995 -0.00022905043964497728 -0.00023192939109963892 0.00074960368293067983 2.9056690844542906e-05 -0.001362430987704665 -0.00039796079738685575 0.00050543249529917808 0.0025198685526844258
leaf_weight=928 7626 46 26 15047 30 43 527 1575 687 207 3175 128 1337 66 172 12247 2261 5772 25 28879 80479 14788 139959 5688 8722 972100 2354 5136 9001 6905
leaf_count=928 7626 46 26 15047 30 43 527 1575 687 207 3175 128 1337 66 172 12247 2261 5772 25 28879 80479 14788 139959 5688 8722 972100 2354 5136 9001 6905
internal_value=4.58415e-06 -0.000426406 -0.000663549 -0.000821342 0.000943762 0.00365363 0.002701 -0.000405321 -0.0016221 0.00768763 -0.0028115 1.61958e-05 -0.000613127 -0.000541055 -0.0018003 -0.0001555 -0.00222374 -0.001029 -0.00381653 2.41978e-05 -0.000112495 5.88837e-05 -2.29923e-05 0.00084766 -0.000171629 4.26747e-05 0.000586662 0.000795766 0.00115997 0.0019121
internal_weight=1.32594e+06 34786 27160 24732 2428 807 764 1621 9685 237 3201 1.29115e+06 16211 16083 3770 12313 3598 6484 712 1.27494e+06 258039 1.0169e+06 229160 20476 148681 996424 24324 21970 16834 7833
internal_count=1325936 34786 27160 24732 2428 807 764 1621 9685 237 3201 1291150 16211 16083 3770 12313 3598 6484 712 1274939 258039 1016900 229160 20476 148681 996424 24324 21970 16834 7833
cat_boundaries=0 1 2 3
cat_threshold=1648 3456 2
is_linear=0
shrinkage=0.05


Tree=131
num_leaves=31
num_cat=0
split_feature=82 42 8 126 35 54 122 55 25 115 63 93 43 95 90 0 60 9 80 87 57 54 10 54 39 34 39 26 99 38
split_gain=2.43208 7.4736 5.05778 6.32619 4.82167 6.00078 6.60893 6.22346 5.10722 4.6208 5.56046 4.4669 4.51488 4.43948 4.13163 4.23133 5.74922 5.03372 4.01843 3.91707 3.87651 4.06317 3.87232 5.28355 4.27605 3.82226 4.58718 4.11687 5.55847 4.00629
threshold=312.14846801757818 10.550000190734865 11.750000000000002 0.98321744799613964 14.150000095367433 1.185000002384186 -0.16504132002592084 1.985000014305115 348.50000000000006 -0.66259482502937306 0.33016632497310644 0.94885852932930004 11.050000190734865 -0.98374971747398365 -0.221963956952095 351.50000000000006 0.29916894435882574 7.5499999523162851 308.47285461425787 0.88286682963371288 160.60128021240237 1.5149999856948855 3.1499999761581425 0.14500000327825549 21.650000572204593 11.750000000000002 11.949999809265138 331.50000000000006 -0.67435419559478749 11.550000190734865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 22 -4 5 6 7 11 14 10 -8 13 -13 -3 15 -6 17 -17 -1 25 21 -7 23 -2 -25 -15 27 28 -27 -29
right_child=1 4 3 -5 8 20 9 -9 -10 -11 -12 12 -14 19 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=5.5173841153746198e-06 0.0056520223942883177 -0.014089593175798654 0.00010304800187824128 0.0027750240460334978 -0.0016488691042662853 -0.014906450063706592 0.002981245517336085 0.029726733502798849 0.017129967306312676 -0.0018520460330907957 0.031117687836289404 0.0040867366983244812 0.032083750592492931 -0.0045227161971852182 -0.0075645640641002756 0.03878258482917496 0.00025588660723502364 0.0063709258479066194 0.00038410694471747086 0.018636110238730907 0.0020859105161569812 -0.00092448564776683297 -0.00054530941382870471 1.7740124277501555e-05 0.021585469773930055 0.013095803053583949 0.0034952598387497434 0.019502887912598011 0.047125401077792055 -0.0040949651638844181
leaf_weight=1084982 425 25 36110 2360 711 65 59 35 37 313 25 24 36 75 239 23 85 25 74931 68 2480 259 93974 28215 23 30 210 37 20 35
leaf_count=1084982 425 25 36110 2360 711 65 59 35 37 313 25 24 36 75 239 23 85 25 74931 68 2480 259 93974 28215 23 30 210 37 20 35
internal_value=4.35505e-06 -0.000174634 -0.000233234 0.000266964 0.00174581 0.00259638 0.00593867 0.00927229 -0.001137 0.000942431 0.0113552 0.00799389 0.0208849 0.00644696 -0.00176108 -0.000117681 0.00806784 0.0219015 2.99745e-05 0.00752783 0.00141394 -0.00372951 -0.000390142 0.000118589 3.53072e-05 0.00567191 0.00797491 0.0156858 0.0267076 0.00803171
internal_weight=1.32594e+06 166023 161107 38470 4916 3796 992 595 1120 397 84 560 60 500 1083 844 133 48 1.15991e+06 475 2804 324 122637 28663 28238 407 332 122 50 72
internal_count=1325936 166023 161107 38470 4916 3796 992 595 1120 397 84 560 60 500 1083 844 133 48 1159913 475 2804 324 122637 28663 28238 407 332 122 50 72
is_linear=0
shrinkage=0.05


Tree=132
num_leaves=31
num_cat=0
split_feature=84 3 53 54 61 14 103 88 129 53 111 72 28 94 123 4 91 63 82 72 88 67 35 55 114 39 69 4 63 116
split_gain=2.39672 2.4966 2.48233 3.70185 3.20517 4.6952 3.0531 2.63196 2.42278 3.21067 3.85274 3.27917 2.70081 3.97703 3.30504 2.98903 2.76965 7.55625 4.86358 4.0267 4.38265 4.20179 4.42636 3.11804 2.96528 2.7829 2.69752 5.05194 7.23035 3.66922
threshold=0.90618017315864574 184.50000000000003 0.064999999478459372 1.544999957084656 0.34829476475715643 2.3750000000000004 -0.5259059965610503 0.31450854241847997 44.500000000000007 2.1350001096725468 -0.89625224471092213 0.25681035220623022 1018.8500061035157 -0.81617054343223561 -0.43049471080303187 12.449999809265138 1.0000000180025095e-35 0.402782753109932 275.79719543457037 0.34381587803363806 -0.72960433363914479 0.76499998569488536 16.750000000000004 0.034999999217689044 -0.8703225553035735 15.949999809265138 330.60139465332037 7.8500001430511483 0.32169574499130255 0.96811076998710643
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 7 6 -6 -3 -4 12 10 -10 -12 16 14 -14 -16 -1 18 23 20 21 24 -23 25 -20 -18 -15 -28 29 -29
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 11 -13 13 26 15 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=5.3637144420773451e-05 0.00039398047116604123 0.012311213429126402 -0.0013993662983156155 -0.00028886847917181351 0.0025656378635385744 0.019546240676454333 -0.00075689475680054685 -0.0063016854781832504 0.0090812483625807641 -0.00015989370044375102 -0.017476307932520287 -0.0014321285812899252 -0.00018584228128435096 -7.390918299197063e-05 -0.0019687004936571485 0.010828683630603811 -0.002928653473419876 0.0015247455190908216 -0.0023887588896534663 0.00015009198188957568 0.0012402653242950179 0.0014384378868100398 0.020400610355926413 -0.0014512477605609973 0.017675311504080232 0.010916093382720366 -0.00048430821734655186 0.01584191914949128 0.0018207861962865916 0.003017027557165508
leaf_weight=885514 7626 46 9403 15047 764 43 1575 282 87 27888 32 6662 6050 322192 5636 46 58 11989 22 15306 1248 255 35 5740 113 97 1200 170 727 83
leaf_count=885514 7626 46 9403 15047 764 43 1575 282 87 27888 32 6662 6050 322192 5636 46 58 11989 22 15306 1248 255 35 5740 113 97 1200 170 727 83
internal_value=4.1373e-06 -0.00040541 -0.000629863 -0.000779635 0.000895734 0.00347043 -0.000386054 -0.00154211 1.51713e-05 -0.00039716 -0.00137296 -0.00150883 2.65484e-05 -9.47584e-05 -0.000999132 -0.0018651 7.08473e-05 0.000507981 -2.49376e-05 0.000404661 0.00273367 0.00711901 0.00372698 -0.00126228 0.0144056 0.00573548 -6.20487e-05 0.00169086 0.00435434 0.0116345
internal_weight=1.32594e+06 34786 27160 24732 2428 807 1621 9685 1.29115e+06 34669 6781 6694 1.25648e+06 336104 11732 5682 920377 34863 22874 16979 1673 425 290 5895 135 155 324372 2180 980 253
internal_count=1325936 34786 27160 24732 2428 807 1621 9685 1291150 34669 6781 6694 1256481 336104 11732 5682 920377 34863 22874 16979 1673 425 290 5895 135 155 324372 2180 980 253
is_linear=0
shrinkage=0.05


Tree=133
num_leaves=31
num_cat=3
split_feature=85 57 94 136 84 53 120 5 55 19 130 53 111 68 6 94 136 22 113 28 94 136 89 52 125 85 59 35 88 77
split_gain=2.31426 2.87064 4.48419 2.98692 2.91445 2.81382 4.16238 3.09296 2.77969 2.70942 2.54948 3.50644 3.65254 2.86712 2.54198 2.48991 2.4736 2.84824 2.80867 2.45812 3.78357 3.28501 3.69059 3.20454 4.44576 3.58733 4.03084 6.1514 3.18077 3.11997
threshold=0.90016907453536998 155.87140655517581 -0.88102972507476796 0 0.87142252922058117 0.064999999478459372 -0.66259482502937306 10.949999809265138 0.42499999701976782 4.4500000476837167 48.500000000000007 1.8949999809265139 -0.89625224471092213 162.60825347900393 11.84999990463257 0.51181825995445263 1 6.4149999618530282 0.1650413200259209 1018.8500061035157 0.16370324790477755 2 -0.68542852997779835 1.1950000524520876 0.93038213253021251 0.79454398155212413 311.52813720703131 11.949999809265138 -0.022084193304181095 5.1749999523162851
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=10 2 -2 9 8 6 7 -3 -5 -4 19 12 -12 -14 -11 -9 -7 18 -18 29 21 23 28 24 -21 26 -26 -28 -23 -1
right_child=1 5 3 4 -6 16 -8 15 -10 14 11 -13 13 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=8.7004080385329102e-06 -0.007105524226001473 0.0029128385673442446 -0.01343079420544629 -0.0027899589632516325 0.00051327801626379537 0.00015708911297639298 -0.0013559939069488413 0.0059325416092178788 0.018577479510074935 -0.0012499747316018941 0.0098780257440091168 -0.00018429108074325448 -0.017950907846291757 -0.0016176144050897648 -0.0075652171758311812 0.023938293152605185 -0.001072773243948824 -5.198785104415857e-06 0.0057546541556611807 9.2160518040943976e-05 2.8791647128432705e-07 -0.0003956848477982938 -0.0018782654498228108 -0.00032740979634670936 0.0048486932836573939 0.001361025486872437 0.0011003977366878341 0.035890423351277907 -0.0036867468970616319 0.0002083970469622386
leaf_weight=621985 358 987 53 23 708 17687 667 48 45 1451 69 28089 27 5502 179 32 16778 12028 152 5103 262782 20106 6525 36674 572 1182 24 27 762 285311
leaf_count=621985 358 987 53 23 708 17687 667 48 45 1451 69 28089 27 5502 179 32 16778 12028 152 5103 262782 20106 6525 36674 572 1182 24 27 762 285311
internal_value=3.93043e-06 -0.000325685 -0.00187727 -0.0011161 0.0014443 -0.00023534 0.00174239 0.00367925 0.0113503 -0.00229162 1.71684e-05 -0.000412021 -0.0015547 -0.00169738 -0.00194349 0.0131348 -0.000308861 -0.000593303 -0.00101148 2.88183e-05 -8.72025e-05 -0.000411132 -0.000840077 -0.000141299 0.000846545 0.0029793 0.0060496 0.0195186 -0.000515859 7.14976e-05
internal_weight=1.32594e+06 51196 2817 2459 776 48379 1734 1067 68 1683 1.27474e+06 33687 5598 5529 1630 80 46645 28958 16930 1.24105e+06 333757 70975 27393 43582 6908 1805 623 51 20868 907296
internal_count=1325936 51196 2817 2459 776 48379 1734 1067 68 1683 1274740 33687 5598 5529 1630 80 46645 28958 16930 1241053 333757 70975 27393 43582 6908 1805 623 51 20868 907296
cat_boundaries=0 1 2 3
cat_threshold=3621 327 722
is_linear=0
shrinkage=0.05


Tree=134
num_leaves=31
num_cat=1
split_feature=23 52 136 105 14 85 12 14 72 60 28 91 69 89 0 65 1 78 115 18 108 54 122 38 41 87 90 83 40 109
split_gain=2.36202 7.55794 4.88144 4.33502 5.94 4.53644 4.28032 4.72563 3.78884 3.58977 3.50859 3.62083 3.43799 3.79944 3.2629 3.2618 3.04868 2.86998 2.81665 5.07998 2.97623 3.03806 3.04784 2.97616 5.08141 2.84626 4.00046 2.94962 3.25186 2.70903
threshold=5.1849999427795419 0.2650000005960465 0 0.33240078389644628 1.235000014305115 0.75913900136947643 1.9550000429153445 0.92500001192092907 0.3345715999603272 0.46733753383159643 1014.1499938964845 1.0000000180025095e-35 328.64871215820318 0.020751684904098514 351.50000000000006 0.7150000035762788 96.500000000000014 4.805000066757203 0.7933231294155122 10.405000209808351 -0.9719414710998534 1.0249999761581423 -0.026175950653851029 17.250000000000004 13.650000095367433 0.83379313349723827 0.12080755457282068 264.79968261718756 13.050000190734865 0.65327563881874096
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 12 5 -5 7 18 10 -8 11 15 -1 -14 29 -9 -6 -13 20 -20 -4 22 23 24 -22 27 -27 -23 -29 -12
right_child=-2 2 6 4 16 -7 9 8 -10 -11 14 17 13 -15 -16 -17 -18 -19 19 -21 21 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4.5485927383157412e-05 2.5622848202701939e-05 0.0011003904160566921 0.0068726140894739864 -0.0023693521563528165 0.0047195951528847223 0.019178734743903254 -0.002911984249514376 0.0052337831176498123 -0.00055603906880325404 -0.00030399595746933195 -0.0023988536495546053 -0.0067038684597481857 0.0040648959715432233 0.025249194562435153 0.019549783540978319 -0.00042722431696207435 -0.020801177654754033 0.012163351841269229 0.022028464548673264 0.00021225997517185826 -0.0012428144557108138 0.001088262165931218 -0.0049867345409359736 -0.0040222445254354091 0.01475047017173732 0.000677861573208597 0.014151225440298855 -0.001431045001167371 -0.0058556148651946107 0.0014596777548384922
leaf_weight=84567 1197143 3349 97 33 25 94 4233 482 23013 1917 825 23 138 25 21 539 22 163 34 124 1897 725 1198 1161 51 832 59 1567 565 1014
leaf_count=84567 1197143 3349 97 33 25 94 4233 482 23013 1917 825 23 138 25 21 539 22 163 34 124 1897 725 1198 1161 51 832 59 1567 565 1014
internal_value=3.73397e-06 -0.000199725 -0.000732461 7.56592e-05 0.00795963 0.0135796 -0.000883926 -0.00066688 -0.000336031 -0.00209906 0.00131479 0.00341412 5.94688e-05 0.00731402 -4.75245e-05 0.00224526 -0.0072263 0.00983031 -0.00170521 0.00490689 -0.00183337 -0.00193821 -0.00284404 -0.00201839 -0.000824099 -0.000897272 0.00157004 -0.00166674 -0.0026036 -0.000271311
internal_weight=1.32594e+06 128793 43889 84904 174 127 40540 34390 26080 6150 3067 1207 84730 163 1860 1021 47 186 8310 158 8152 8055 4307 3109 1948 3748 891 2857 2132 1839
internal_count=1325936 128793 43889 84904 174 127 40540 34390 26080 6150 3067 1207 84730 163 1860 1021 47 186 8310 158 8152 8055 4307 3109 1948 3748 891 2857 2132 1839
cat_boundaries=0 1
cat_threshold=20
is_linear=0
shrinkage=0.05


Tree=135
num_leaves=31
num_cat=2
split_feature=87 89 52 60 88 111 56 136 52 10 56 136 2 55 119 30 8 121 72 79 61 125 17 65 96 80 96 30 60 93
split_gain=2.45138 2.5473 2.30651 6.5666 7.90388 5.23587 4.8258 8.32814 10.6662 6.77383 5.84571 6.62923 5.50806 5.04449 5.16876 4.87426 4.51065 4.84585 4.0687 5.66666 5.00155 4.42748 4.27598 3.94166 3.72396 3.72139 3.73094 4.84289 3.71561 4.97551
threshold=0.93188035488128673 0.28786259889602667 4.4249999523162851 0.42506223917007452 -0.18480642139911649 -0.62449422478675831 201.81989288330081 0 0.10500000044703485 4.7500000000000009 178.12712860107425 1 253.50000000000003 3.4750000238418584 0.93038213253021251 1011.1499938964845 5.9500000476837167 0.49240480363368994 0.73197439312934887 5.0650000572204599 0.29356558620929724 0.8038262426853181 6.0650000572204599 4.9749999046325692 -0.29977440834045405 336.88066101074224 -0.84226158261299122 1017.6499938964845 0.46045988798141485 -0.84617027640342701
decision_type=2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 23 -4 10 12 9 15 28 -12 -8 14 18 -9 -11 -18 19 -10 22 -22 -21 -5 -14 -23 -27 -28 -1 -30
right_child=1 -3 3 4 -6 -7 7 8 13 16 11 -13 24 -15 -16 -17 17 -19 -20 20 21 25 -24 -25 -26 26 27 -29 29 -31
leaf_value=1.2263580175318442e-05 -0.0013369406774492148 -0.013900400761787486 -0.0029670033044523181 -0.00045793003305889183 0.0012069888198170263 -0.00052477812509519521 0.00016509219616776284 -0.0007000292155178397 -0.00058836651018734983 -0.0011804852808561567 -4.6713821562336389e-05 -0.001284500859635479 0.00094186130912192717 0.00045686742959574132 0.0025364467993084176 0.0053957421592586499 0.0018784428042826111 0.025979073871193189 -0.00058224048868701472 -0.0014405520691912939 0.00043345491800931576 -0.0010982816223659862 0.0016807903438256701 1.6682182232430257e-05 0.0029594592179707632 -0.0058481953584421905 0.0028993357562316345 0.017642885862454161 0.0005764643426085643 0.004824688457185403
leaf_weight=679501 2530 41 2304 53147 12683 46224 29185 402 24390 1675 25516 18775 40203 38833 1700 1780 3064 21 49732 1244 22043 8608 9299 247319 2425 78 235 73 2943 900
leaf_count=679501 2530 41 2304 53147 12683 46224 29185 402 24390 1675 25516 18775 40203 38833 1700 1780 3064 21 49732 1244 22043 8608 9299 247319 2425 78 235 73 2943 900
internal_value=5.12999e-06 -0.00153729 8.12445e-06 -9.95277e-05 -1.56588e-05 -0.000640729 4.85714e-05 0.000245568 4.80763e-05 0.00196583 -1.50486e-05 -0.000571714 0.000694214 -3.71324e-05 -0.000200532 0.00427269 0.000908361 0.0020425 -0.000240747 1.66912e-05 0.000371606 5.19945e-05 0.00131249 -6.72681e-05 0.00105664 -0.00088291 0.00391999 0.00639375 2.10317e-05 0.00157136
internal_weight=1.32687e+06 2571 1.3243e+06 361677 313149 48528 962625 234990 163177 6942 727635 44291 71813 156235 117402 2182 4760 3085 115702 65970 41580 31037 10543 300466 42628 8994 386 308 683344 3843
internal_count=1326873 2571 1324302 361677 313149 48528 962625 234990 163177 6942 727635 44291 71813 156235 117402 2182 4760 3085 115702 65970 41580 31037 10543 300466 42628 8994 386 308 683344 3843
cat_boundaries=0 1 2
cat_threshold=306 583
is_linear=0
shrinkage=0.05


Tree=136
num_leaves=31
num_cat=3
split_feature=86 98 80 52 60 88 136 37 83 110 56 39 136 66 75 12 127 31 136 60 80 56 52 94 124 67 52 40 65 56
split_gain=2.28675 2.47876 3.15324 2.25688 6.65293 7.18065 4.2053 4.98571 4.48109 4.14641 3.92139 4.21172 3.67828 3.49181 6.13384 6.0179 5.78653 5.12191 5.91973 5.03937 5.36068 4.87738 9.06876 7.74577 6.56469 8.78077 5.83175 5.75507 5.26877 4.86514
threshold=0.91804590821266185 0.10623558238148691 278.06878662109381 5.2550001144409189 0.45832774043083196 -0.22527763247489926 0 16.050000190734867 300.90988159179693 -0.35436213016510004 221.95738220214847 20.94999980926514 1 11.984999656677248 0.7215774953365327 2.0649999380111699 0.96811076998710643 1017.9500122070314 2 0.3809663206338883 168.51673889160159 204.81098937988284 1.294999957084656 -0.23427718132734296 0.93038213253021251 14.944999694824221 0.034999999217689044 1.5500000119209292 11.324999809265138 179.49192047119143
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 9 12 7 -1 -9 10 11 -5 -6 14 21 -15 19 18 -16 -17 -21 28 24 -24 26 27 -23 -26 29 -8
right_child=1 2 -4 4 5 -7 13 8 -10 -11 -12 -13 -14 15 17 16 -18 -19 -20 20 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00044178674340134173 -0.00068785429344596566 -0.0042325506755150856 0.021961374767124654 -0.0064018864166827776 9.400129614557033e-05 0.001270601468592701 3.5272688963686974e-05 -3.6939515503568394e-05 0.0041245177526180558 -0.0004998599160959612 -0.0014233381516451208 0.0082096128742087573 -0.00028322469322006192 0.00098878296861961931 0.00059142448872964411 -0.000909738705428357 0.0018079782122950062 -0.0010389735490197924 -0.0004777879891000636 0.01252530156634748 0.0002893261147078338 0.0038659238645695664 0.00041062361055550615 -0.0006114688174562933 0.00150558204924949 0.028964655593998974 0.0005481529861541799 0.005285999867947695 -0.0031258220080111819 -0.0005828900107646952
leaf_weight=19470 13262 20 27 710 159963 10564 660128 991 1863 44522 3426 53 108410 25338 18386 14952 3856 22686 43686 90 16518 1373 47902 30237 4871 31 37481 1269 1346 33442
leaf_count=19470 13262 20 27 710 159963 10564 660128 991 1863 44522 3426 53 108410 25338 18386 14952 3856 22686 43686 90 16518 1373 47902 30237 4871 31 37481 1269 1346 33442
internal_value=4.87299e-06 -0.000647233 0.010815 1.14801e-05 -0.000102208 -8.05529e-06 4.92619e-05 0.000727544 0.00267953 -0.000641361 -0.00214528 -0.00538693 -5.83872e-05 3.354e-05 8.84972e-06 0.000400456 -2.04564e-05 -0.000396042 -0.000161064 -0.000243854 0.000355634 5.07989e-05 0.000340793 1.51104e-05 0.000906003 0.00242093 0.000665394 0.00228691 -5.98453e-07 5.46662e-06
internal_weight=1.32687e+06 13309 47 1.31356e+06 327648 278937 985916 22324 2854 48711 4189 763 268373 963592 902838 60754 35416 84758 62072 31560 16608 818080 123164 78139 45025 6171 38854 6140 694916 693570
internal_count=1326873 13309 47 1313564 327648 278937 985916 22324 2854 48711 4189 763 268373 963592 902838 60754 35416 84758 62072 31560 16608 818080 123164 78139 45025 6171 38854 6140 694916 693570
cat_boundaries=0 1 2 3
cat_threshold=2 3984 356
is_linear=0
shrinkage=0.05


Tree=137
num_leaves=31
num_cat=0
split_feature=86 98 60 115 32 81 90 53 56 32 0 86 89 90 91 71 81 31 32 12 30 98 75 33 82 77 11 72 25 23
split_gain=2.07823 3.01179 2.36189 2.90333 2.18443 5.24648 4.03273 3.73173 4.03295 3.59493 4.08823 3.88722 3.70882 3.56883 3.56248 3.51883 3.42945 4.25434 3.51415 3.36625 3.80426 3.23915 3.19907 4.6052 3.16403 3.14725 5.63372 6.21136 5.00302 4.85155
threshold=0.92018058896064769 0.10623558238148691 0.31983967125415808 0.095842104405164733 11.949999809265138 316.86778259277349 0.44150115549564367 0.22500000149011615 221.17136383056643 10.250000000000002 326.50000000000006 0.80371761322021495 -0.7227870225906371 -0.63885074853897084 -0.78309643268585194 281.31858825683599 295.76972961425787 1018.6499938964845 10.650000095367433 1.9950000047683718 1012.8500061035157 -0.67324715852737416 0.68064960837364208 11.650000095367433 346.37455749511724 6.4049999713897714 6.4500000476837167 0.34381587803363806 346.50000000000006 5.5450000762939462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1 9 24 11 -11 -7 15 22 -14 -13 18 -18 -8 -15 -21 -20 23 -12 -9 -6 27 29 -29 -27
right_child=1 -3 -4 -5 25 7 16 8 -10 10 13 12 14 19 -16 -17 17 -19 21 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-1.5479025393293844e-05 -0.0025513225383404642 0.013752581947483123 -0.00039170404848589736 0.015321843791753054 -5.4673089929016816e-06 0.0099547842741012568 -0.010143862474117972 -0.0022266816857214075 -0.00051471002569143122 1.0995496125767238e-05 0.010804327275407942 0.014966484991347659 0.00048610836593204824 -0.0057595331500145215 -0.0080734596718636739 0.00010174743589674552 -0.0026357733797623666 0.0042020627386176249 -0.0043597975264310666 -0.0027564730093467471 0.0088371993933030243 0.0085775049403309829 0.0048625740088379735 0.033275545251866184 0.0024186931083913436 0.0049356546716532376 1.7347418505461099e-05 0.0004427213600288812 -0.004571833279792918 0.0012239633877429346
leaf_weight=433640 1875 36 8888 23 583811 75 240 5647 31529 557 95 46 203 87 303 296 847 311 320 102 231 57 124 30 392 1299 156841 95736 500 2732
leaf_count=433640 1875 36 8888 23 583811 75 240 5647 31529 557 95 46 203 87 303 296 847 311 320 102 231 57 124 30 392 1299 156841 95736 500 2732
internal_value=4.62931e-06 -0.000685428 -0.000733617 -0.00233474 1.03037e-05 -7.53947e-05 -2.52144e-05 -0.000625518 -0.000741435 0.00140089 0.0031753 -0.000956006 -0.00192099 0.00580985 -0.00463948 0.0021011 -0.00240361 -0.00079936 -0.0054145 0.00299798 0.00528598 -0.00240376 0.0105528 0.0161974 -0.00192514 5.87246e-05 0.000204484 0.00049721 0.000416668 0.00242007
internal_weight=1.32687e+06 10822 10786 1898 1.31605e+06 475132 435415 39717 37568 2149 1226 923 848 669 506 342 1775 1158 617 420 333 377 249 125 6039 840919 257108 100267 96236 4031
internal_count=1326873 10822 10786 1898 1316051 475132 435415 39717 37568 2149 1226 923 848 669 506 342 1775 1158 617 420 333 377 249 125 6039 840919 257108 100267 96236 4031
is_linear=0
shrinkage=0.05


Tree=138
num_leaves=31
num_cat=3
split_feature=87 89 52 61 67 136 89 36 32 87 34 88 22 75 72 4 90 57 108 11 54 132 36 92 135 136 8 31 88 136
split_gain=2.1152 2.29887 1.96464 6.96881 4.55596 4.2216 4.18574 4.16557 4.12655 3.76387 3.90725 3.62537 4.1319 3.66524 3.50461 3.34077 3.6429 3.52727 3.33799 3.29071 3.87729 3.20903 3.40832 3.23501 3.14636 3.06856 3.69392 2.9699 3.36369 3.05421
threshold=0.93188035488128673 0.28786259889602667 6.7249999046325692 0.44706968963146215 31.884999275207523 0 0.24123076349496844 16.050000190734867 7.1499998569488534 0.92063510417938244 10.650000095367433 0.94337168335914623 5.8350000381469735 0.65888583660125744 0.5338655710220338 3.8500000238418584 -0.99560499191284169 224.37558746337893 0.71548631787300121 8.3499999046325701 3.935000061988831 1016.8500061035157 15.650000095367433 0.99999991059303295 1019.7500000000001 1 12.550000190734865 1009.2500000000001 -0.80427592992782582 2
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1
left_child=2 -2 4 -4 5 7 25 8 15 10 -10 -12 14 -14 -13 19 17 -17 -18 20 -1 -7 23 -23 -24 -5 -27 -6 -29 -30
right_child=1 -3 3 6 27 21 -8 -9 9 -11 11 12 13 -15 -16 16 18 -19 -20 -21 -22 22 24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0062337541646572056 -0.0012380330123580115 -0.013173140944322434 -0.00074012483869792447 -0.00042507926972319785 -0.00064015619157793008 1.5810100742644989e-05 0.0041939703100735823 0.0023511306128221007 -0.0021129078628191814 0.011971945036545069 0.00033928335774555476 0.0075338851903443754 0.015035195906574912 -0.0041924511416308475 0.035785471812068002 0.033750103469938043 0.0052095384376878787 0.0076879164002634382 -0.002403030247528064 0.0130860594031401 0.0035243900795659091 -0.0018121611347513202 0.00054063622013364042 0.008869171549546688 0.010185400675352965 -2.1056495009129061e-05 0.00064196253659007862 0.0017689731040957471 0.0017042890788193149 -0.00052667652224760888
leaf_weight=231 2530 41 37913 39744 2896 989809 590 3220 1686 68 17744 23 39 68 21 20 792 37 176 40 182 4584 355 72 111 185040 23698 8469 2372 4302
leaf_count=231 2530 41 37913 39744 2896 989809 590 3220 1686 68 17744 23 39 68 21 20 792 37 176 40 182 4584 355 72 111 185040 23698 8469 2372 4302
internal_value=4.39785e-06 -0.00142836 7.17941e-06 -0.000108604 3.9212e-05 2.5272e-05 -1.24752e-05 0.000675618 0.000420571 0.000228919 0.000188139 0.000404935 0.0081196 0.00281576 0.0210176 0.00296844 0.00454876 0.0168325 0.00382544 -0.00060732 -0.00193356 9.35042e-06 -0.00123894 -0.00164699 0.00283799 -2.24631e-05 5.42134e-05 0.000826882 0.00110744 0.000267993
internal_weight=1.32687e+06 2571 1.3243e+06 286985 1.03732e+06 1.01928e+06 249072 24347 21127 19649 19581 17895 151 107 44 1478 1025 57 968 453 413 994931 5122 4656 466 248482 208738 18039 15143 6674
internal_count=1326873 2571 1324302 286985 1037317 1019278 249072 24347 21127 19649 19581 17895 151 107 44 1478 1025 57 968 453 413 994931 5122 4656 466 248482 208738 18039 15143 6674
cat_boundaries=0 1 2 3
cat_threshold=2 66 528
is_linear=0
shrinkage=0.05


Tree=139
num_leaves=31
num_cat=1
split_feature=114 82 75 118 81 136 74 35 117 73 29 7 72 101 59 53 26 84 21 24 97 126 117 119 77 55 38 90 12 72
split_gain=1.92431 4.6488 3.31952 3.11513 2.58115 2.47843 2.44565 2.43508 2.37003 2.29771 3.42699 2.20966 2.14775 2.01965 4.58483 4.64661 7.67651 4.724 3.97277 6.32652 4.49475 3.83526 4.01944 3.6327 5.58436 3.59511 3.41801 3.66009 4.2009 3.3764
threshold=0.078456107527017607 273.45951843261724 0.38589857518672949 0.28400452435016638 323.91127014160162 0 0.39234668016433721 12.84999990463257 0.33379416167736059 0.71170407533645641 1014.4500122070314 6.0499999523162851 0.67624914646148693 -0.064435686916112886 135.92309570312503 0.2650000005960465 209.50000000000003 0.87086433172225963 6.8949999809265146 269.50000000000006 -0.9694223403930663 -0.96359375119209278 -0.91702514886856068 0.50751903653144848 4.055000066757203 0.064999999478459372 16.94999980926514 -0.57014736533164967 1.8049999475479128 0.38704104721546179
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 12 4 5 -3 -4 7 -6 -9 -5 11 -11 -2 14 -1 16 -16 18 21 20 -20 -18 -23 26 -25 -19 27 -17 -29 -28
right_child=1 2 3 9 6 -7 -8 8 -10 10 -12 -13 -14 -15 15 23 17 25 19 -21 -22 22 -24 24 -26 -27 29 28 -30 -31
leaf_value=-0.0015817546514968848 0.0001705139963756314 0.0029910207582871384 0.0033382202832544432 -0.0045526992561790392 0.0030009797552511806 0.00077423494483008998 0.0019434010712817932 0.011353738189098381 0.034354279229107006 0.027024628333747386 -0.0033280398850687419 0.0035211437568068507 -0.0016539325496745503 1.5350298378790168e-05 -0.011310307360354072 -0.00024631538085605995 -0.0060072151953291311 0.0024284442374797083 0.03623310234998503 -0.0039803107577785282 0.0070605093046374945 0.019401992215878433 0.0025963402856494823 -0.0010405889653094522 0.00092836607066024168 -0.0011658074343308842 0.0012517937452977265 -0.00077109207308944012 -0.0029362447399263552 -0.00012241646908430889
leaf_weight=5667 26185 1312 1156 400 21 5041 45 21 24 20 65 20 1719 1157452 121 50312 129 1037 31 33 23 36 3043 4810 14329 2114 5651 22180 2492 21384
leaf_count=5667 26185 1312 1156 400 21 5041 45 21 24 20 65 20 1719 1157452 121 50312 129 1037 31 33 23 36 3043 4810 14329 2114 5651 22180 2492 21384
internal_value=4.17824e-06 0.000364594 0.00141713 0.000951438 0.00361042 0.00125916 0.0109316 0.0170599 0.0236207 -0.00282473 0.00375803 0.0152729 5.81207e-05 -5.8814e-06 -0.00019011 -0.000128365 0.001167 0.00140122 0.00272488 0.0132674 0.0238077 0.00243897 0.00279283 -0.000198576 0.00043353 1.70675e-05 -0.000317161 -0.000490939 -0.000989784 0.000164828
internal_weight=1.32687e+06 36029 8125 6702 1423 6197 111 66 45 505 105 40 27904 1.29084e+06 133392 127725 6567 6446 3295 87 54 3208 3079 121158 19139 3151 102019 74984 24672 27035
internal_count=1326873 36029 8125 6702 1423 6197 111 66 45 505 105 40 27904 1290844 133392 127725 6567 6446 3295 87 54 3208 3079 121158 19139 3151 102019 74984 24672 27035
cat_boundaries=0 1
cat_threshold=162
is_linear=0
shrinkage=0.05


Tree=140
num_leaves=31
num_cat=0
split_feature=89 27 92 53 104 34 120 63 56 37 99 84 78 62 91 26 52 20 62 103 116 37 126 31 0 89 86 42 12 66
split_gain=2.44501 4.50287 3.53425 3.16064 3.18365 3.03646 3.15339 3.24368 3.57298 5.80901 4.5306 2.99864 3.26339 3.38065 2.98505 2.89216 2.89179 2.8172 4.30307 3.71534 2.78213 2.72466 2.79822 3.30543 2.65848 2.68289 2.83437 2.64063 2.65365 2.69729
threshold=0.75777408480644237 349.50000000000006 -0.96450302004814137 1.5850000381469729 -0.22371742129325864 9.9499998092651385 -0.53727915883064259 0.24213009327650073 274.08369445800787 11.449999809265138 -0.99518907070159901 0.90109801292419445 22.48499965667725 0.35023833811283117 0.09032738953828813 123.50000000000001 0.38499999046325689 4.6250000000000009 0.3424652516841889 0.012913480401039125 -0.26722820103168482 11.150000095367433 0.9536806344985963 1016.3500061035157 312.50000000000006 0.92176195979118358 0.72518742084503185 14.750000000000002 0.82499998807907116 31.855000495910648
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 5 -5 14 -7 8 10 -10 -8 12 16 -14 -4 -9 -2 18 19 -17 24 -12 23 -23 25 26 -18 28 -19 -30
right_child=1 -3 3 4 -6 6 7 15 9 -11 21 -13 13 -15 -16 17 20 27 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-8.7175277569522941e-08 0.006943487123056662 -0.011307383492766393 -0.0067520026204309627 -0.001399293285296752 -0.0091202579994449934 -0.0010021020760164249 0.026296077540609988 -0.011007848724155972 0.032600389114551008 0.0068182434534301631 -0.012566714733839036 -0.016853055652490883 -0.00083196019076488238 0.0210479187564208 0.013036605307743664 -0.01213769070320548 -0.011144969375947347 -0.0061382326498627664 0.023673445493396787 0.014858212605118751 -0.0076917837210194436 0.005415805909692744 0.013711146874280246 -0.010199833685057421 0.013715423765624391 -0.011642902934302887 0.0086700725562523229 0.016016985782711157 0.0019469590840428604 -0.016158360321008199
leaf_weight=1320893 51 105 206 1561 146 1087 20 46 31 74 30 43 55 26 21 26 26 125 36 25 411 101 51 51 29 54 59 29 1007 21
leaf_count=1320893 51 105 206 1561 146 1087 20 46 31 74 30 43 55 26 21 26 26 125 36 25 411 101 51 51 29 54 59 29 1007 21
internal_value=-4.48863e-06 -0.00105146 -0.000853799 -0.000343394 -0.00205967 0.000637416 0.0010946 0.0024569 0.00667641 0.0144301 0.00345847 -0.0040313 -0.00325587 0.00619121 -0.00492134 0.00130816 -0.00447049 0.00175461 0.0104382 0.0010956 -0.00547587 0.00149816 0.00357672 0.000176348 -5.4788e-05 -0.00292771 0.002609 0.00111546 0.000740662 0.0015771
internal_weight=1.32645e+06 5553 5448 4694 1707 2987 2760 1673 358 105 253 754 711 81 227 1315 630 1269 87 51 579 233 203 152 168 139 85 1182 1153 1028
internal_count=1326446 5553 5448 4694 1707 2987 2760 1673 358 105 253 754 711 81 227 1315 630 1269 87 51 579 233 203 152 168 139 85 1182 1153 1028
is_linear=0
shrinkage=0.05


Tree=141
num_leaves=31
num_cat=0
split_feature=23 72 81 35 52 92 108 106 10 122 59 6 123 54 30 117 119 32 116 23 43 0 88 108 66 105 93 78 76 9
split_gain=2.44211 7.32182 5.37128 4.16034 3.92755 3.74076 3.92234 3.92342 3.69007 4.34273 4.28598 3.84498 3.68854 4.00496 3.25267 3.10957 3.00395 2.74352 2.69314 2.68374 2.62093 2.9091 2.61495 2.57486 2.55403 2.50794 2.44938 2.44682 2.41574 4.35418
threshold=5.1849999427795419 0.40385118126869207 260.91467285156256 16.050000190734867 0.064999999478459372 -0.99973067641258229 -0.9719414710998534 -0.37772458791732783 17.050000190734867 -0.96811076998710621 135.92309570312503 4.6499998569488534 0.31729258596897131 0.38499999046325689 1029.1499633789065 0.9536806344985963 -0.19936034083366391 15.750000000000002 -0.061046212911605828 4.3250000476837167 12.550000190734865 244.50000000000003 -0.7756860852241515 -0.13135710358619687 3.2150000333786015 -0.99676623940467823 0.76714906096458446 40.745000839233406 22.82499980926514 18.050000190734867
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 19 4 8 -1 7 -7 9 10 -4 25 13 16 26 24 18 22 -11 -3 -21 -22 -9 -18 -5 -12 27 -6 -8 -30
right_child=-2 2 3 15 14 6 28 17 -10 12 11 -13 -14 -15 -16 -17 23 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0066980067407712346 1.795553589002649e-05 -0.0040373488340790563 -0.00703513123640628 -0.0021150144144758908 -0.00025564348670919986 0.025989647062184915 7.3464158839053577e-05 -0.001089878427055588 -0.012301755032461623 0.00091557267212098638 0.015656807407764577 -0.00066965305771041878 -0.0098135155872726924 -0.0043632057864987665 0.016937770315066533 0.016260951423707107 -0.001694398207566256 -0.010902499089948834 0.018579593153906542 -0.0012375752458576486 -0.0014641384083050781 -0.0088658259047557277 0.012231700085820155 0.0051839670039543328 0.0014793667553541518 0.0015200203892348683 -0.002446662556329025 -0.005529652483082746 -0.0036259865650708472 0.01146771070711753
leaf_weight=205 1197947 1263 209 5211 23447 24 86004 61 46 31 67 536 49 126 27 24 157 25 71 6219 287 247 93 1020 546 59 1415 222 757 51
leaf_count=205 1197947 1263 209 5211 23447 24 86004 61 46 31 67 536 49 126 27 24 157 25 71 6219 287 247 93 1020 546 59 1415 222 757 51
internal_value=-4.2642e-06 -0.00021141 -0.000760032 -0.000480042 -0.000223575 4.82384e-05 6.4132e-05 0.00700618 0.00172166 0.00199912 -0.000792869 0.00117788 0.00367162 0.00414192 -0.000407246 -0.00169925 0.0049798 0.00446091 0.0132111 -0.00192187 -0.00152622 -0.00488777 0.00695497 0.00426646 -0.00177412 0.0090372 -0.000425916 -0.00030511 4.78988e-05 -0.00267329
internal_weight=1.32645e+06 128499 41279 33263 27482 87220 87015 203 2371 2325 871 662 1454 1405 25111 5781 1279 179 102 8016 6753 534 154 1177 5757 126 25084 23669 86812 808
internal_count=1326446 128499 41279 33263 27482 87220 87015 203 2371 2325 871 662 1454 1405 25111 5781 1279 179 102 8016 6753 534 154 1177 5757 126 25084 23669 86812 808
is_linear=0
shrinkage=0.05


Tree=142
num_leaves=31
num_cat=2
split_feature=23 72 81 33 10 36 92 108 106 53 30 113 91 32 56 108 54 11 35 33 94 122 136 24 74 122 78 136 113 25
split_gain=2.204 6.60794 4.84758 3.75713 3.39813 3.50435 3.37604 3.53992 3.54089 3.25191 2.86391 2.64836 2.66077 2.47602 2.59836 2.39765 3.10376 2.25588 3.15093 2.18549 4.16197 6.07906 4.40267 4.88376 4.52589 3.71567 3.54154 5.75478 3.52531 3.4913
threshold=5.1849999427795419 0.40385118126869207 260.91467285156256 17.650000572204593 16.94999980926514 6.8500001430511483 -0.99973067641258229 -0.9719414710998534 -0.37772458791732783 2.2549999952316289 1029.1499633789065 0.8038262426853181 -0.64883440732955922 15.750000000000002 231.16218566894534 0.99436092376708995 0.2650000005960465 1.6500000357627871 8.0500001907348651 13.949999809265138 -0.32826162874698633 -0.93038213253021229 0 299.50000000000006 0.58865052461624157 0.97988739609718334 1.185000002384186 1 0.50751903653144848 263.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2
left_child=1 6 11 4 5 -4 -1 8 -8 -6 15 12 -3 14 -10 -7 -17 -14 -19 -2 21 26 23 -23 25 -25 -21 29 -24 -28
right_child=19 2 3 -5 9 10 7 -9 13 -11 -12 -13 17 -15 -16 16 -18 18 -20 20 -22 22 28 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0063631063482366378 -3.0510786237575578e-05 -0.00092251356862769465 0.020647133998572827 -0.0027015585947297795 -0.0077363679920540735 -0.00032420082734227034 0.024690164672210815 4.5503885412000433e-05 0.012011145690461151 0.004270911436121334 0.015988107446443151 -0.0088494771335249287 -0.0086522466873224738 -0.010357374105602503 -0.0011984448449405296 0.024476262147337283 0.0018697245464641219 0.01484107812687468 -0.0026367783892565222 -0.00073086500314599315 1.577025549909632e-05 0.00013645238213380316 -8.8420470871914414e-05 0.0025689083469444831 0.00079397975754896897 0.018272081787060752 0.001790272545547865 0.00038217169004958258 0.0031942142053129974 0.0041200836165693824
leaf_weight=205 800701 4553 20 1764 274 31036 24 86812 91 71 27 132 156 25 63 22 49 26 3149 1864 291992 18311 56036 4346 10563 38 5323 5639 830 2304
leaf_count=205 800701 4553 20 1764 274 31036 24 86812 91 71 27 132 156 25 63 22 49 26 3149 1864 291992 18311 56036 4346 10563 38 5323 5639 830 2304
internal_value=-4.05099e-06 -0.00020084 -0.00072203 -0.00045604 -0.000330287 -0.000275637 4.58265e-05 6.09254e-05 0.00665587 -0.0052653 -0.000289077 -0.00182578 -0.00170818 0.00423787 0.00660722 -0.000303205 0.00887457 -0.00278208 -0.00249365 1.70578e-05 0.000112938 0.000382499 0.000226806 0.000683666 0.00135449 0.00270502 0.0013099 0.00159665 -4.05009e-05 0.00249081
internal_weight=1.32645e+06 128499 41279 33263 31499 31154 87220 87015 203 345 31134 8016 7884 179 154 31107 71 3331 3175 1.19795e+06 397246 105254 90124 33258 14947 4384 15130 13266 56866 7627
internal_count=1326446 128499 41279 33263 31499 31154 87220 87015 203 345 31134 8016 7884 179 154 31107 71 3331 3175 1197947 397246 105254 90124 33258 14947 4384 15130 13266 56866 7627
cat_boundaries=0 1 2
cat_threshold=2563 434
is_linear=0
shrinkage=0.05


Tree=143
num_leaves=31
num_cat=0
split_feature=89 27 128 92 84 73 84 78 62 52 103 113 29 116 38 62 52 106 79 83 65 15 127 79 111 91 39 121 90 30
split_gain=2.18994 4.06852 3.28272 3.09502 2.81246 2.53382 2.53239 2.78629 3.19287 2.64043 2.62635 2.50013 2.45938 2.3717 3.24056 2.46238 2.32475 3.74186 3.08055 4.10245 3.29676 3.1266 3.04296 5.30392 3.20228 4.81103 4.68188 4.97272 4.38417 3.98433
threshold=0.75777408480644237 349.50000000000006 328.50000000000006 -0.96450302004814137 0.62503275275230419 0.58213999867439281 0.90109801292419445 22.48499965667725 0.35023833811283117 0.38499999046325689 0.19184612482786181 -0.55191597342491139 1011.8500061035157 -0.26722820103168482 14.150000095367433 0.29102715849876409 1.1250000000000002 -0.46665161848068232 7.9249999523162851 325.50749206542974 21.634999275207523 3.1049998998641972 0.94828754663467418 2.7050000429153447 -0.1060703508555889 -0.54330107569694508 14.250000000000002 0.87878364324569713 -0.28297659754753107 1014.3500061035157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -4 7 9 -9 -2 13 12 -12 14 -11 -16 22 18 19 -18 21 -20 24 -24 25 26 -6 28 29 -28
right_child=1 -3 5 4 16 -7 -8 8 -10 10 11 -13 -14 -15 15 -17 17 -19 20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=3.172505485330087e-07 0.0065974729272591723 -0.010743443181050853 0.023253848403692247 -0.0067313648362736615 -0.0015487469476975606 -0.00062313530594110495 -0.015826505112151303 -0.0013326871053626142 0.0199939190195157 0.021622316986322405 0.0074726638608965381 -0.017375568053611217 -0.0080746199625936817 -0.0061500085081602606 -0.016128005124628544 0.0032294295992671878 -0.0033792695450501967 -0.0057666538927987768 0.0017422080504444781 0.017192026138305665 -0.0066821632748943266 0.021229437703178044 0.026254234321984565 0.0033466450094427388 -0.001129320188804416 -0.0022873595564825728 0.02533877842749159 0.036011867513033473 -0.0041988570081082652 0.0036132087724076375
leaf_weight=1320893 51 105 25 171 71 20 42 54 26 20 29 63 207 147 20 92 793 387 1037 25 118 21 27 394 1294 168 51 22 37 36
leaf_count=1320893 51 105 25 171 71 20 42 54 26 20 29 63 207 147 20 92 793 387 1037 25 118 21 27 394 1294 168 51 22 37 36
internal_value=-3.84829e-06 -0.000994707 -0.000806818 -0.000918828 -0.000438006 0.0126419 -0.00389723 -0.00319056 0.00559846 -0.0043084 -0.00527069 -0.00852642 -0.00616415 -0.00178157 0.00308329 -0.000227255 -0.000197844 -0.00126739 -0.000394166 -0.00275056 0.00124489 0.00212901 0.00101482 0.00481578 6.17503e-05 0.00406498 0.00898293 0.0141045 0.0102177 0.0163489
internal_weight=1.32645e+06 5553 5448 5403 4652 45 751 709 80 629 578 299 236 279 132 112 4481 2381 1994 818 1176 1058 2100 421 1679 385 217 146 124 87
internal_count=1326446 5553 5448 5403 4652 45 751 709 80 629 578 299 236 279 132 112 4481 2381 1994 818 1176 1058 2100 421 1679 385 217 146 124 87
is_linear=0
shrinkage=0.05


Tree=144
num_leaves=31
num_cat=1
split_feature=85 27 18 73 95 92 22 114 88 63 136 15 82 94 75 22 33 15 93 24 60 33 67 93 53 91 64 71 84 62
split_gain=2.14125 2.89419 1.98631 6.81632 4.63705 3.2375 3.31485 3.00605 2.43352 2.54062 3.84913 3.30719 3.0787 2.74695 2.68504 2.66299 2.52421 2.35064 2.3376 2.3359 2.32528 2.29846 2.30013 2.57435 2.33737 2.87261 2.27893 3.15251 2.62882 2.65902
threshold=0.92643210291862499 346.50000000000006 6.9049999713897714 0.43438316881656652 0.96680352091789257 -0.91203999519348133 4.4249999523162851 -0.095842104405164705 -0.67665696144103993 0.33447493612766271 0 0.66500002145767223 351.61599731445318 -0.90279832482337941 0.70288553833961498 4.5050001144409189 17.349999427795414 0.72500002384185802 0.839918613433838 349.50000000000006 0.27497512102127081 7.7500000000000009 15.795000076293947 0.42455694079399114 2.9450000524520878 0.94616171717643749 3.4550000429153447 300.03152465820318 0.91124004125595104 0.35647165775299078
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 8 -6 17 19 20 10 18 15 14 -12 16 -11 26 -7 -10 -8 21 -5 24 -24 25 -23 27 28 29 -13
right_child=1 -3 -4 4 5 6 7 -9 9 11 13 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.7940627053317628e-05 -0.00085193651465511927 -0.010151871559484041 1.963403006670412e-05 0.017757877467998437 -0.0088964295802247528 -0.014457788225263358 -0.0013205530432614247 -0.012588682182733034 0.00093608307429943844 -0.010644898148338043 -0.0050603671222679055 0.0032017182425062157 0.014134171196363038 -0.0019272646964326985 -0.0022842753642588302 0.001187239859489278 -0.0034231023513275009 -0.0045963150194593448 0.013924864174898816 0.014701260302377783 -0.0004487781759705748 0.0013513812420892738 0.0032322011888027192 0.025497357640415431 -0.0030965189993533882 0.019954939009178253 -0.0017165828551697665 -0.0024125615559910498 -0.0033173620286206271 0.00050438666776334137
leaf_weight=83947 5299 85 1202691 21 198 72 2088 59 543 144 894 1545 36 3217 1706 71 512 376 37 23 16335 1745 37 20 316 21 1195 685 292 2236
leaf_count=83947 5299 85 1202691 21 198 72 2088 59 543 144 894 1545 36 3217 1706 71 512 376 37 23 16335 1745 37 20 316 21 1195 685 292 2236
internal_value=-3.65588e-06 -0.000998759 3.99676e-07 -0.000195028 -0.000787536 -0.00273174 -0.00226551 -0.00145711 -0.000614324 -0.00113536 -0.00206789 -0.000615943 -0.000455574 -0.00260228 -0.000519854 -0.00673754 -5.42546e-05 -0.00618119 0.00173477 -0.00114599 -0.000244911 0.00129684 0.00113523 0.0110445 0.000863936 0.0015726 0.00023549 0.000725765 0.00125357 0.00160658
internal_weight=1.32645e+06 5384 1.32106e+06 118371 34424 2816 2618 2170 31608 13113 4691 8422 8207 4111 8171 215 6465 448 580 2111 18495 2160 2139 57 2082 1766 5953 4758 4073 3781
internal_count=1326446 5384 1321062 118371 34424 2816 2618 2170 31608 13113 4691 8422 8207 4111 8171 215 6465 448 580 2111 18495 2160 2139 57 2082 1766 5953 4758 4073 3781
cat_boundaries=0 1
cat_threshold=1030
is_linear=0
shrinkage=0.05


Tree=145
num_leaves=31
num_cat=1
split_feature=90 28 91 63 81 41 57 99 52 136 95 72 127 77 88 55 52 39 111 83 94 63 115 109 88 119 21 90 75 61
split_gain=3.65752 3.4515 2.77037 7.9941 4.85124 4.88892 3.71257 4.45075 4.24974 3.47749 4.06173 3.98227 3.94492 4.57439 3.62572 3.32735 3.21007 3.1924 3.9208 3.61805 3.85664 3.39684 3.18255 3.16644 3.21245 3.23487 3.13386 3.06824 3.06409 3.00655
threshold=0.77334097027778637 1022.3500061035157 1.0000000180025095e-35 0.41091877222061163 290.28321838378912 13.150000095367433 254.76393127441409 -0.93120181560516346 1.3650000095367434 0 0.33479183912277227 0.32428300380706793 0.97233289480209362 28.894999504089359 -0.6583818495273589 0.34499999880790716 0.10500000044703485 15.650000095367433 0.73379635810852062 263.71134948730474 0.88539931178092968 0.22667434811592105 -0.82409480214118946 -0.31094235181808466 -0.53673866391181935 -0.84335932135581959 7.055000066757203 -1.0000000180025095e-35 0.25498662889003759 0.27429631352424627
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 17 9 7 22 -9 -6 11 28 14 -14 16 27 -12 -4 19 20 -19 -22 -7 -21 25 29 -10 -5 -11 -25
right_child=1 -3 3 15 5 6 -8 8 26 10 12 -13 13 -15 -16 -17 -18 18 -20 23 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-9.4360499480804981e-07 -0.0010381719236719081 -0.0074764235526718174 -0.0020891185177015037 -0.0066090298026890053 -0.001750543862113349 0.037075803465400396 -0.006745038531418588 0.017012952327044036 -0.0077802326209072403 0.012619920161863168 0.018790045265764509 0.00064478068198434407 -0.00052592748418350897 0.0079663797282686077 -0.0039337703005167578 0.0015555047115034543 -0.00047456041195272498 0.00055432848662842883 0.011745229585315375 0.005199762031612082 0.022664832009800844 0.0045664153452962637 0.012937370348825222 0.023593986637535549 -0.0037889896306081924 -0.0014442343938871791 0.014382822108878333 0.0034953303965316578 0.0029923297990026333 0.0035842851451519187
leaf_weight=1279566 5114 217 3956 237 1862 22 37 49 58 90 22 12715 501 232 1240 12928 1265 2219 68 156 35 100 36 21 1305 786 22 110 1011 177
leaf_count=1279566 5114 217 3956 237 1862 22 37 49 58 90 22 12715 501 232 1240 12928 1265 2219 68 156 35 100 36 21 1305 786 22 110 1011 177
internal_value=6.78427e-06 -0.00130024 1.20596e-05 0.000415318 -6.40237e-05 0.000382682 0.00772612 0.0105894 0.00541708 0.000295823 0.000519684 0.000894573 -0.00106752 0.00216195 -0.00200428 0.00142582 -0.000145251 -0.00103419 -0.000176721 -0.000345651 0.00105351 0.0092586 0.0220933 -0.00169274 -0.00216248 -5.36183e-06 -0.00168539 -0.00340592 0.00377933 0.00570653
internal_weight=1.32616e+06 5331 1.32083e+06 41260 27985 19162 224 187 129 18938 17076 13816 3260 733 2527 13275 1287 8823 4867 4799 2354 135 58 2445 2289 984 80 347 1101 198
internal_count=1326157 5331 1320826 41260 27985 19162 224 187 129 18938 17076 13816 3260 733 2527 13275 1287 8823 4867 4799 2354 135 58 2445 2289 984 80 347 1101 198
cat_boundaries=0 1
cat_threshold=5120
is_linear=0
shrinkage=0.05


Tree=146
num_leaves=31
num_cat=1
split_feature=90 28 36 91 63 81 41 57 99 52 136 95 92 72 68 118 37 53 113 31 55 58 116 132 88 127 21 75 86 38
split_gain=3.30091 3.11498 2.76844 2.49999 7.215 4.37795 4.41231 3.35059 4.0168 3.83539 3.13979 3.66571 5.46288 3.594 3.10759 3.10481 3.8005 3.32863 3.15648 3.02568 3.00294 2.88412 2.86454 3.17736 2.84768 3.56935 2.82831 2.76534 2.91339 2.66637
threshold=0.77334097027778637 1022.3500061035157 19.44999980926514 1.0000000180025095e-35 0.41091877222061163 290.28321838378912 13.150000095367433 254.76393127441409 -0.93120181560516346 1.3650000095367434 0 0.33479183912277227 -0.9213082194328307 0.32428300380706793 277.22229003906256 0.87878364324569713 8.9499998092651385 0.18500000238418582 -0.73724925518035878 1019.2500000000001 0.34499999880790716 185.51739501953128 0.7933231294155122 1016.7500000000001 -0.37348848581314081 0.96359375119209301 7.055000066757203 0.25498662889003759 0.8458409607410432 15.34999990463257
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 19 10 8 14 -10 -7 13 -13 27 -8 18 -17 -18 -14 29 21 -6 23 -22 -21 -26 -11 28 -12 -5
right_child=1 -3 -4 4 20 6 7 -9 9 26 11 12 15 -15 -16 16 17 -19 -20 24 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-8.9642530531344698e-07 -0.00073151869741046609 -0.0071026023717657219 -0.0062988860016483742 -0.0018565986148818302 0.0031970121414031322 -0.0016634842435913515 0.0056262548525063769 -0.0064077864954801833 0.016162304730363647 -0.0073912208763368681 0.023534159975208562 -0.0062862110925012557 0.00098236129291034632 0.00061254166841886559 0.029707865034406252 -0.010735123257081097 0.014540139889965456 0.0022811465021524407 -0.0030225771378625779 -0.002002466780056333 0.0013224778719903181 -0.0064658633840224168 0.0039655653666332193 -0.0086758489387284508 -0.010280102318095093 0.0080755455468897713 0.013663680809126659 0.0028427132984653715 0.0049793164540980275 5.3589675143491052e-05
leaf_weight=1279566 4880 217 234 2901 116 1862 21 37 49 58 34 427 869 12715 37 52 60 718 1134 732 11786 231 1062 80 226 30 22 1011 56 4934
leaf_count=1279566 4880 217 234 2901 116 1862 21 37 49 58 34 427 869 12715 37 52 60 718 1134 732 11786 231 1062 80 226 30 22 1011 56 4934
internal_value=6.4444e-06 -0.00123523 -0.000986263 1.14559e-05 0.000394531 -6.08538e-05 0.000363502 0.00733981 0.0100599 0.00514623 0.000280986 0.0004937 -0.00101414 0.000849845 0.0209887 -0.000219515 0.00235186 0.00322657 -0.00128504 -0.00098248 0.00135453 -0.00323562 0.00147773 0.00125507 -0.00358992 -0.00812905 -0.00160112 0.00359036 0.0119889 -0.00065368
internal_weight=1.32616e+06 5331 5114 1.32083e+06 41260 27985 19162 224 187 129 18938 17076 3260 13816 58 2833 830 778 2003 8823 13275 347 12928 11866 988 256 80 1101 90 7835
internal_count=1326157 5331 5114 1320826 41260 27985 19162 224 187 129 18938 17076 3260 13816 58 2833 830 778 2003 8823 13275 347 12928 11866 988 256 80 1101 90 7835
cat_boundaries=0 1
cat_threshold=5120
is_linear=0
shrinkage=0.05


Tree=147
num_leaves=31
num_cat=1
split_feature=90 66 87 114 121 74 40 136 94 124 106 103 107 73 72 7 76 121 91 63 107 13 92 95 92 68 105 72 68 13
split_gain=2.97907 2.90589 5.45728 4.38991 3.50104 2.53362 2.75641 2.86038 2.92793 2.98825 2.88974 4.04162 2.62932 2.42508 2.75247 2.40742 2.49385 2.28314 2.256 6.51182 4.05742 3.1205 2.97713 2.65817 4.89473 3.66276 3.36931 3.65741 3.31041 3.53654
threshold=0.77334097027778637 0.34499999880790716 0.89114049077034008 -0.11319890245795249 0.97233289480209362 0.68837267160415661 12.650000095367433 0 0.5906362533569337 0.93038213253021251 -0.73362222313880909 0.75827902555465709 -0.8135777711868285 0.68301576375961315 0.74128684401512157 4.3500001430511483 1.4650000333786013 -0.25037047266960138 1.0000000180025095e-35 0.41091877222061163 -0.99811765551567067 0.6850000023841859 -0.81813064217567433 0.30939863622188574 -0.9213082194328307 343.61309814453131 -0.49391944706439966 0.32428300380706793 256.52537536621099 1.9750000238418581
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 15 5 -3 7 10 13 -10 11 -7 -12 14 -9 16 -2 -14 -1 20 22 -21 -20 26 -25 -26 27 28 -22 -30
right_child=1 4 -4 -5 -6 6 -8 8 9 -11 12 -13 17 -15 -16 -17 -18 -19 19 21 23 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-8.5160358096855623e-07 -0.0072701422231537961 -0.001998987478942693 0.023757418365247789 0.018068391256824589 -0.0096598349271401294 0.0041656303562756097 0.015693571643325792 0.00018784941414431218 -0.0017413745368165629 0.025263726282864808 0.01444987467645357 0.024975018769502644 -0.0060365455427450971 -0.0034206813136335918 0.017065814951589955 -0.0081621655906884034 0.0093295018989010721 0.0048798298949737163 -0.0052580601637273391 -0.0045513943528963461 0.001359020405309469 0.0013874577123528093 -0.00062824004170077246 -0.0053633000442143896 -0.000726693858166927 0.0065904801682173664 -0.0014085875063967876 0.00033129338175798663 0.0074133487363682651 -0.013132002416320824
leaf_weight=1279566 35 3363 31 33 126 350 29 124 21 20 24 25 168 740 30 81 64 67 622 225 1079 13050 786 567 3839 179 2527 17927 437 22
leaf_count=1279566 35 3363 31 33 126 350 29 124 21 20 24 25 168 740 30 81 64 67 622 225 1079 13050 786 567 3839 179 2527 17927 437 22
internal_value=6.12155e-06 -0.00117347 0.0041567 0.00130401 -0.00142913 -0.00122009 0.000419108 0.000136789 -0.00161622 0.0114318 0.00270489 0.00555292 -0.00131426 -0.0022327 0.00347576 -0.00176946 0.00346094 -0.00292422 1.08825e-05 0.000374784 -5.78408e-05 0.0012868 -0.00267352 8.07328e-05 -0.00101441 -0.000400717 0.000309054 0.000532043 0.00287198 0.0064286
internal_weight=1.32616e+06 5331 244 213 5087 4961 1598 1569 935 41 634 375 259 894 154 180 99 235 1.32083e+06 41260 27985 13275 1408 26577 4585 4018 21992 19465 1538 459
internal_count=1326157 5331 244 213 5087 4961 1598 1569 935 41 634 375 259 894 154 180 99 235 1320826 41260 27985 13275 1408 26577 4585 4018 21992 19465 1538 459
cat_boundaries=0 1
cat_threshold=6818
is_linear=0
shrinkage=0.05


Tree=148
num_leaves=31
num_cat=0
split_feature=90 28 36 106 121 21 66 114 86 43 12 34 7 73 96 105 56 109 110 63 74 94 56 11 75 31 96 28 60 74
split_gain=2.68861 2.79525 2.47284 2.6195 2.2561 2.39294 2.25634 4.74992 2.31731 2.87471 2.83681 2.82319 2.17488 2.65404 2.61718 2.36143 2.45768 2.11661 2.14652 2.97612 2.31221 3.19073 3.27288 2.53106 2.90884 3.92319 3.19186 3.71332 2.67207 2.48869
threshold=0.77334097027778637 1022.3500061035157 19.44999980926514 -0.99995437264442433 0.94260558485984813 4.5650000572204599 0.34499999880790716 -0.11319890245795249 0.66930904984474193 14.34999990463257 0.50499999523162853 16.349999427795414 4.4500000476837167 0.34281025826931005 -0.98634216189384449 -0.97977256774902333 221.95738220214847 -0.59002220630645741 -0.31071554124355311 0.2908493578433991 0.68837267160415661 -0.60770601034164418 256.03004455566412 14.750000000000002 0.70929720997810375 1020.1499938964845 -0.64712688326835621 1013.8500061035157 0.25457960367202764 0.70577737689018261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 12 -8 10 -10 -11 14 -14 -5 -16 -17 -12 19 -19 -20 22 -22 24 25 26 29 -28 -29 -23
right_child=1 -3 -4 4 5 -7 8 -9 9 11 17 -13 13 -15 15 16 -18 18 20 -21 21 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=1.0338384507814516e-05 0.01340122176616481 -0.0066729009108540656 -0.0058999439530297484 0.022254635442302311 0.0047694028285332028 -0.0090040687458736567 -0.0067970531813045538 0.026048131983565249 0.017220368837429719 0.025698860473930836 -0.0057881470167458751 0.0025931830541827739 -0.013704407283742177 0.0040658131955151862 -0.0091232067387964997 0.020447759733845793 -0.0032844539638608693 0.02060522764056389 -0.0016238569678391095 0.0011067356505932717 0.0030246164549940398 0.010262828318473811 0.02587417305260897 -0.007007602980430021 -0.00049396536233002099 0.02583198259318514 -0.0014650409307443736 0.032736655834900298 0.010243735337280669 -0.0020890140126024435
leaf_weight=1320826 33 217 234 22 40 149 153 23 22 20 201 39 38 47 27 24 20 28 2503 65 42 52 25 107 903 21 33 23 31 189
leaf_count=1320826 33 217 234 22 40 149 153 23 22 20 201 39 38 47 27 24 20 28 2503 65 42 52 25 107 903 21 33 23 31 189
internal_value=5.81547e-06 -0.0011148 -0.000878951 -0.000638191 -0.000733776 -0.00608905 -0.000516483 0.0046655 -0.000750178 -0.000535222 -0.000687564 0.0104256 0.00190257 -0.00387852 0.00718637 0.00251733 0.00966039 -0.000780856 -0.000530616 0.00697725 -0.000708328 0.000898662 0.0115506 0.000373512 0.00100433 0.004881 0.00353962 0.0117489 0.0198241 0.000576114
internal_weight=1.32616e+06 5331 5114 4880 4847 189 4658 201 4457 4304 4245 59 178 85 93 71 44 4223 4022 93 3929 1426 67 1359 1252 349 328 87 54 241
internal_count=1326157 5331 5114 4880 4847 189 4658 201 4457 4304 4245 59 178 85 93 71 44 4223 4022 93 3929 1426 67 1359 1252 349 328 87 54 241
is_linear=0
shrinkage=0.05


Tree=149
num_leaves=31
num_cat=2
split_feature=52 61 67 12 136 75 88 60 52 114 67 65 111 18 22 2 105 28 70 23 122 22 34 87 27 0 95 60 136 30
split_gain=1.90789 6.13325 4.66024 4.05368 4.16848 3.53051 4.51549 7.01896 7.31021 5.16844 6.09188 4.54312 4.52726 4.49347 4.45274 3.99559 3.90344 6.70724 4.51317 6.37787 4.35136 4.22534 4.52217 3.73952 3.71992 3.70449 3.87392 3.625 3.72573 3.61103
threshold=6.4149999618530282 0.44706968963146215 31.884999275207523 2.1250000000000004 0 0.79262959957122814 -0.39539904892444605 0.27165152132511144 0.034999999217689044 -0.35019405186176294 7.3550000190734872 12.664999961853029 -0.087920911610126481 7.4149999618530282 6.0750000476837167 337.50000000000006 -0.93772459030151356 1014.2500000000001 227.97043609619143 5.5250000953674325 -0.061046212911605828 4.2049999237060556 12.84999990463257 0.78148952126503002 199.50000000000003 343.50000000000006 0.03676316142082215 0.38893173635005956 1 1020.1499938964845
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=2 -2 5 4 -4 6 7 25 12 10 24 16 -9 15 27 -11 17 20 19 -19 21 -8 -23 -24 -10 26 -1 28 -7 -20
right_child=1 -3 3 -5 -6 14 11 8 9 13 -12 -13 -14 -15 -16 -17 -18 18 29 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013648747865232396 -0.00067801862552343889 -1.562653567653795e-05 0.0041807059303698184 0.00040970591940440071 0.00096450048995159207 -0.0032038532140074788 -0.0044494089614504472 0.0072995194203170008 0.00098403949785303866 -0.0020391762696541412 0.00065274626705428098 -0.0014101779869922825 0.0015896805992501489 0.0014233822394142611 -8.4575505186231575e-05 0.0027570951704360314 2.8232219827718223e-05 -0.0060431517338761466 -0.0004532101600458634 -0.0014585259938800373 -0.0014033213153436524 -0.0026678020756377083 -0.0003890884765447307 0.0019654001754557567 -0.00018673440346619026 0.0032580757337680941 -4.8620385874398249e-05 -0.00038414382943382559 -0.00095238881224566491 -0.0035223109321118919
leaf_weight=14566 40512 254365 1614 12990 2708 2841 378 537 7203 1876 32240 5704 982 12057 68731 565 698762 1146 7400 2244 3203 790 2362 5896 116817 1794 7265 12253 5255 1101
leaf_count=14566 40512 254365 1614 12990 2708 2841 378 537 7203 1876 32240 5704 982 12057 68731 565 698762 1146 7400 2244 3203 790 2362 5896 116817 1794 7265 12253 5255 1101
internal_value=5.5247e-06 -0.00010663 3.75934e-05 0.000851032 0.00217746 2.37052e-05 5.26601e-05 0.000265777 0.000154946 0.000124227 4.04379e-05 -4.61129e-06 0.00360823 0.00102731 -0.000276924 -0.000929019 6.4734e-06 -0.000613602 -0.00146583 -0.00300837 0.000188827 0.000729846 0.000946221 0.00129196 -0.000118737 0.00107397 0.000894487 -0.000926602 -0.00174759 -0.000850702
internal_weight=1.32616e+06 294877 1.03128e+06 17312 4322 1.01397e+06 924888 195902 172277 170758 156260 728986 1519 14498 89080 2441 723282 24520 11891 3390 12629 9426 9048 8258 124020 23625 21831 20349 8096 8501
internal_count=1326157 294877 1031280 17312 4322 1013968 924888 195902 172277 170758 156260 728986 1519 14498 89080 2441 723282 24520 11891 3390 12629 9426 9048 8258 124020 23625 21831 20349 8096 8501
cat_boundaries=0 1 2
cat_threshold=273 7296
is_linear=0
shrinkage=0.05


Tree=150
num_leaves=31
num_cat=1
split_feature=112 79 20 83 15 115 118 35 89 74 31 116 115 13 52 83 59 55 88 8 28 27 111 81 53 4 136 10 40 8
split_gain=2.00618 3.5834 4.16849 5.3933 4.35084 3.17726 3.07377 3.67841 2.97418 2.85825 2.71462 2.65373 3.61008 3.08632 2.32579 3.96452 2.25958 2.9359 2.95442 2.72999 2.18886 2.17304 2.12307 2.12268 7.49517 5.93504 5.73586 4.23717 6.55711 6.32292
threshold=0.18222858756780627 1.6050000190734866 4.3350000381469735 279.87344360351568 0.92500001192092907 0.97625884413719188 0.078456107527017607 12.550000190734865 -0.73682385683059681 0.51137286424636852 1013.5499877929689 -0.41467745602130884 -0.63605400919914235 3.1149998903274541 0.58499997854232799 270.54701232910162 280.71090698242193 0.38499999046325689 0.3750481009483338 14.34999990463257 1022.0499877929689 341.50000000000006 -0.70142880082130421 317.41857910156256 0.22500000149011615 8.7500000000000018 0 6.4500000476837167 10.750000000000002 3.5499999523162846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=23 22 3 4 6 11 7 -3 -6 -9 -10 13 14 16 15 -13 20 -18 19 -19 21 -4 -2 -1 27 -26 -27 28 -25 -29
right_child=1 2 5 -5 8 -7 -8 9 10 -11 -12 12 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=1.0892023977937955e-05 -0.0073850317173469434 0.02686711023138328 0.0014844260549985873 -0.0050197335069670397 0.031448451502982415 -0.012682162424815553 -0.011454801180440448 0.0093908320034020842 0.025853457130775182 -0.012578289011144078 0.0036122512751984798 0.019587931788430133 0.0023740954991542961 -0.0032579158240905546 -0.0041700578484217352 -0.0041190277309053475 0.022318417238800424 0.0008117351948885433 0.019808888538474484 0.0096042799751152996 -0.0053049651637845563 0.017224289135033776 3.4618117928978695e-05 0.0043649910968937859 -0.00060557415683124938 0.0014618953694048803 -0.00011267721466387208 -0.0086435546931582247 0.032035708962939682 0.0015889289360289693
leaf_weight=1196818 97 22 6735 68 33 42 23 57 23 20 34 29 466 334 669 45 23 342 28 119 119 22 15949 798 62792 7167 29793 159 22 2990
leaf_count=1196818 97 22 6735 68 33 42 23 57 23 20 34 29 466 334 669 45 23 342 28 119 119 22 15949 798 62792 7167 29793 159 22 2990
internal_value=6.65464e-07 0.000441646 0.00122527 0.00723297 0.0111631 0.0010378 0.00501088 0.00883624 0.0195027 0.00368457 0.0125868 0.00110232 -0.00107589 0.00144336 -0.00323967 0.00517154 0.00165589 0.00486034 0.00403921 0.00308139 0.00141729 0.00153567 -1.02346e-05 -7.91281e-06 -0.000224898 -0.000309681 0.000193017 0.00190593 0.00510738 0.00107227
internal_weight=1.32584e+06 25299 9253 280 212 8973 122 99 90 77 57 8931 1209 7722 743 74 7388 512 489 461 6876 6757 16046 1.30054e+06 103721 99752 36960 3969 820 3149
internal_count=1325838 25299 9253 280 212 8973 122 99 90 77 57 8931 1209 7722 743 74 7388 512 489 461 6876 6757 16046 1300539 103721 99752 36960 3969 820 3149
cat_boundaries=0 1
cat_threshold=528
is_linear=0
shrinkage=0.05


Tree=151
num_leaves=31
num_cat=1
split_feature=85 60 123 101 126 31 80 75 32 14 23 15 15 52 96 93 102 22 65 76 55 9 56 122 93 26 13 22 22 136
split_gain=1.9051 3.17579 2.3801 3.433 3.07919 3.13562 2.7125 3.95067 3.48704 2.82643 2.52814 2.35818 3.8914 4.14029 3.75158 3.83331 2.83067 3.10048 2.97001 2.58765 2.85093 3.04858 3.38171 2.57934 2.49201 2.31786 2.21846 2.35169 3.44315 2.21815
threshold=0.90600600838661205 0.45832774043083196 -0.85260769724845875 0.81270521879196178 0.90255093574523937 1019.3500061035157 320.71025085449224 0.38024218380451208 18.550000190734867 2.1450001001358037 5.4249999523162851 1.9550000429153445 2.4250000715255742 0.34499999880790716 -0.64134931564331044 -0.95177677273750294 0.42068792879581457 5.8750000000000009 3.304999947547913 17.855000495910648 7.8949999809265146 14.050000190734865 290.43078613281256 -0.72534674406051625 0.53405052423477184 320.50000000000006 2.1650000810623173 5.3949999809265146 5.5950000286102304 0
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=-1 2 3 -2 5 6 9 26 11 29 -11 16 13 25 -15 -16 17 18 24 -17 21 23 -23 -21 -9 -13 -8 -28 -29 -4
right_child=1 -3 4 -5 -6 -7 7 8 -10 10 -12 12 -14 14 15 19 -18 -19 -20 20 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=1.0528805139573974e-05 -0.0023676800528840036 0.00010749791147310014 0.0015456409583542122 0.017031862910674968 -0.0024671661078968059 -0.0033306113235847725 -0.0092345634244353058 0.001792152097768849 0.019902682867918717 -0.0049155338974447267 -0.0010554329087327015 0.03069984658310811 0.00036105869255974039 0.0013557925935522841 -0.007564857690886129 0.026782316520162254 -0.0028558525487249395 0.018557595293368062 -0.012411467092897512 -0.0023427963975574009 -0.0071236119683211049 0.032516555675926311 0.0067077677188949157 0.011582634784669305 0.018766806783154608 0.0087251291144639261 -0.013681765117992959 0.019330028258264065 -0.0020629386109409526 -0.00051088454866718869
leaf_weight=1290652 2690 17785 2004 23 1904 806 127 160 27 487 3288 24 725 398 32 23 462 31 32 46 24 30 22 120 25 24 24 26 68 3749
leaf_count=1290652 2690 17785 2004 23 1904 806 127 160 27 487 3288 24 725 398 32 23 462 31 32 46 24 30 22 120 25 24 24 26 68 3749
internal_value=6.32699e-07 -0.000362365 -0.000842596 -0.00220322 -0.000591278 -0.00031189 -0.000108761 0.00137506 0.00204433 -0.000490305 -0.00155341 0.00182294 0.00296712 0.00551006 0.00452917 0.0087817 -0.000542776 0.00376626 0.00165321 0.0107556 0.00923243 0.0110331 0.0215975 0.00772378 0.00408602 0.0197125 -0.00464837 0.000287615 0.00385426 0.000207284
internal_weight=1.32584e+06 35186 17401 2713 14688 12784 11978 2450 2205 9528 3775 2178 1468 743 695 297 710 248 217 265 242 218 52 166 185 48 245 118 94 5753
internal_count=1325838 35186 17401 2713 14688 12784 11978 2450 2205 9528 3775 2178 1468 743 695 297 710 248 217 265 242 218 52 166 185 48 245 118 94 5753
cat_boundaries=0 1
cat_threshold=99
is_linear=0
shrinkage=0.05


Tree=152
num_leaves=31
num_cat=2
split_feature=88 52 17 38 55 88 64 60 88 125 52 88 60 55 52 136 0 120 22 126 72 33 112 120 72 136 56 22 27 58
split_gain=1.82806 3.88203 2.96356 4.59627 3.79343 3.62735 3.97911 2.63718 3.18211 2.46904 2.46121 2.99036 5.27951 5.2231 4.73519 4.63448 4.61312 4.27142 3.82341 4.07248 3.74288 4.96314 5.69477 4.1235 3.64736 6.57395 5.39529 5.3575 4.86826 4.52384
threshold=-0.98184520006179798 0.064999999478459372 6.0650000572204599 17.849999427795414 0.14500000327825549 -0.99446949362754811 2.4650000333786015 0.76891824603080761 -0.75122481584548939 -0.33379416167736048 6.5250000953674325 -0.72474703192710865 0.26859693229198461 5.6349999904632577 0.10500000044703485 0 345.50000000000006 -0.87878364324569691 5.2750000953674325 0.97988739609718334 0.28274777531623846 15.650000095367433 -0.87878364324569691 0.28400452435016638 0.57881671190261852 1 204.08593750000003 5.7950000762939462 190.50000000000003 199.64728546142581
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 10 -9 -6 11 12 16 14 17 -16 20 -14 -19 -20 21 22 23 -2 26 -26 -13 29 -28 -27
right_child=7 -3 3 -5 9 6 -8 8 -10 -11 -12 24 13 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 25 27 28 -29 -30 -31
leaf_value=-0.00088732350323837076 0.032241719570010902 -0.00021274881480782358 0.0050379904414482556 -0.0037481573844741056 0.014435455948114396 0.017790263841420208 -0.00021397951417244398 0.00011955055600102066 0.00083835544025231089 -0.0014322227191801663 -0.00018912162556748732 3.3157940491156263e-06 0.0038384425539171514 0.00080307869890777403 0.00032886611442282639 -0.00037176081690197424 0.0046377588055959446 -0.0018312475294834458 0.0016594640202316894 0.014283445592002904 0.00077456343137123781 -0.0025145365958563234 0.005564437557943178 0.0052918072768741034 5.0542552596154041e-05 -0.0034289281371974764 0.0024847313062276856 -0.00044191885269570963 0.00046247765790557218 -0.0011013527749562707
leaf_weight=420 40 120831 303 149 28 144 39 67281 19966 197 150975 693505 1476 24019 40255 57030 898 1025 862 69 12427 130 225 22 60510 2881 3351 32601 26599 7580
leaf_count=420 40 120831 303 149 28 144 39 67281 19966 197 150975 693505 1476 24019 40255 57030 898 1025 862 69 12427 130 225 22 60510 2881 3351 32601 26599 7580
internal_value=6.01454e-07 -0.000183733 0.00255536 0.00423667 0.00591 0.00839499 0.0139533 1.93011e-05 0.000284045 0.000542422 -1.38727e-06 2.79686e-05 0.000243011 0.000140539 -1.74639e-05 -8.18568e-05 0.00117315 0.00180785 0.000275556 0.00259508 0.000930917 0.0055904 0.00926163 0.0226788 -8.03826e-06 -0.000285552 3.16914e-05 -0.000757661 0.00068874 -0.00174238
internal_weight=1.32584e+06 122111 1280 860 711 486 183 1.20373e+06 87247 225 1.11648e+06 965505 138478 124736 100717 97285 13742 3432 1956 931 12844 417 287 62 827027 103572 723455 43062 29950 10461
internal_count=1325838 122111 1280 860 711 486 183 1203727 87247 225 1116480 965505 138478 124736 100717 97285 13742 3432 1956 931 12844 417 287 62 827027 103572 723455 43062 29950 10461
cat_boundaries=0 1 2
cat_threshold=307 870
is_linear=0
shrinkage=0.05


Tree=153
num_leaves=31
num_cat=0
split_feature=81 8 126 53 32 21 91 68 6 95 4 53 104 62 55 39 75 21 33 13 53 71 10 43 11 87 37 55 11 31
split_gain=1.79422 6.72506 6.21002 4.8478 4.76221 3.57706 3.20507 3.5488 3.08359 3.1799 3.06942 3.04297 6.46701 4.50764 3.52523 3.0794 3.03548 3.47936 3.11494 3.01059 2.98441 5.22407 4.04303 4.25592 3.80192 3.62034 3.91041 3.33464 3.28768 3.08642
threshold=317.41857910156256 11.750000000000002 0.96359375119209301 0.99500000476837169 12.050000190734865 5.6749999523162851 0.26144091784954077 321.92488098144537 13.650000095367433 -0.63251212239265431 9.8499999046325701 0.76499998569488536 -0.84517642855644215 0.3190476149320603 1.1649999618530276 12.449999809265138 0.81227600574493419 6.0750000476837167 11.050000190734865 1.8650000095367434 0.22500000149011615 232.41238403320315 6.3500001430511483 8.8499999046325701 12.750000000000002 0.91266521811485302 10.949999809265138 1.4650000333786013 14.050000190734865 1016.8500061035157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 8 -4 5 10 -5 -8 -3 -10 -2 12 -7 15 -13 -14 17 -15 -19 -12 21 -6 23 29 25 26 -24 -28 -26 -23
right_child=1 2 3 6 20 11 7 -9 9 -11 19 14 13 16 -16 -17 -18 18 -20 -21 -22 22 24 -25 28 -27 27 -29 -30 -31
leaf_value=1.7598226200842132e-05 -0.0023222563496348592 0.00041372892798323272 0.0048682554225461493 0.00074786780237571409 -0.0093414244537844381 0.02725960017870302 -0.0054802668218214348 0.016283196862787008 -0.0046987280873063975 -0.00054169569828614497 0.017937151254532307 -0.002764294652031402 0.0035448702880100215 -0.0026798794076027359 -0.00067385438086248618 -0.005685435149970712 -0.0045180348193965374 0.00029355553610488426 0.0085874566751236378 -0.00064851694689835163 -0.00021129377737100848 0.0024321865502758954 0.016254429660537945 0.029616659095821282 0.019399728280647347 0.015549729124177248 -0.0040096190597978419 0.016901211487129333 -0.00014462046420727021 0.012162938838878619
leaf_weight=1221191 5121 21423 1247 2534 85 23 26 67 515 4310 37 2295 1159 480 16634 98 480 311 178 53 46638 199 28 21 48 32 408 20 39 138
leaf_count=1221191 5121 21423 1247 2534 85 23 26 67 515 4310 37 2295 1159 480 16634 98 480 311 178 53 46638 199 28 21 48 32 408 20 39 138
internal_value=5.71384e-07 -0.000198125 0.000432344 0.00230106 -0.000452953 -0.000985253 0.00108245 0.0101988 0.000156536 -0.0009854 -0.00216138 -0.000702271 0.000858617 0.000634219 -0.000927305 0.00282524 -0.00126648 0.000344191 0.0033126 0.00699226 -0.000152836 0.00252533 0.00360643 0.00777777 0.00100932 -0.000707346 -0.00184819 -0.00303248 0.0106385 0.00641689
internal_weight=1.32584e+06 104647 30122 3874 74525 26869 2627 93 26248 4825 5211 21658 2729 2706 18929 1257 1449 969 489 90 47656 1018 933 358 575 488 456 428 87 337
internal_count=1325838 104647 30122 3874 74525 26869 2627 93 26248 4825 5211 21658 2729 2706 18929 1257 1449 969 489 90 47656 1018 933 358 575 488 456 428 87 337
is_linear=0
shrinkage=0.05


Tree=154
num_leaves=31
num_cat=0
split_feature=112 79 52 112 24 99 68 70 53 59 80 42 28 88 59 75 58 82 83 26 18 16 69 115 33 21 22 91 58 120
split_gain=1.78633 3.22737 3.80683 4.30112 4.09739 3.68682 3.35668 3.89748 5.83313 3.24024 2.57741 2.66757 2.50895 2.4064 4.30556 2.7341 2.36282 2.31931 3.50967 2.87073 2.59159 2.31148 2.30863 2.10723 2.28403 3.3134 3.17288 2.0638 2.05812 2.03706
threshold=0.18222858756780627 1.6050000190734866 0.54500001668930065 0.97625884413719188 106.50000000000001 -0.67435419559478749 260.57948303222662 296.03924560546881 0.42499999701976782 240.86845397949222 255.161247253418 3.0499999523162846 1006.3500061035157 0.31450854241847997 295.63160705566412 0.32445523142814642 246.85449218750003 270.65029907226568 288.10670471191412 215.50000000000003 11.120000362396242 5.4100000858306894 254.93618011474612 -0.99809679388999928 14.650000095367433 4.5650000572204599 4.5750000476837167 -0.57656040787696827 175.45672607421878 -0.33379416167736048
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 28 10 8 9 -8 23 -12 21 -14 15 -15 -5 19 20 29 -19 -6 -21 -3 26 -26 -25 -7 -4 -17
right_child=1 2 4 16 12 27 7 -9 -10 -11 11 -13 13 14 -16 17 -18 18 -20 22 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-7.5517832436719959e-06 -1.218531554987864e-05 -0.012639980236517974 -0.010451832822953151 0.0086173978121951225 0.013318774340829502 0.010021622096476342 0.013997941398217032 -0.0054455820781489223 -0.0021176380235701799 0.03924763494481643 -0.00010302445385605096 0.024864940847391669 0.0012374267697096895 -0.0058160576261191942 0.023774573700157581 -0.0015402820472111356 0.032630735458362668 0.030325787156735635 0.0042751083209877838 -0.013938076464304082 0.010779619172869905 -0.0025326117387881502 0.004337658297649964 -0.014899906678459583 0.018396826423704625 0.0010716765124005874 0.0015162944479379804 0.00017084722219056078 -0.0028108594679468772 0.0079907779105158512
leaf_weight=1300539 16046 29 102 20 24 76 24 24 25 27 20 23 6375 72 27 98 21 22 300 48 74 551 27 39 40 89 120 177 648 131
leaf_count=1300539 16046 29 102 20 24 76 24 24 25 27 20 23 6375 72 27 98 21 22 300 48 74 551 27 39 40 89 120 177 648 131
internal_value=5.42815e-07 0.00041666 0.00116034 0.00539916 0.00091769 -0.00208937 0.00401606 0.01212 0.017667 0.0273654 0.00176496 0.0132519 0.00130691 0.00156162 0.00414829 0.00346188 0.0209169 0.00441618 0.00693786 0.00113136 0.0152589 -0.00187099 -0.00735881 0.000206788 0.00150039 0.00644382 -0.00251032 0.00312997 -0.00385003 0.00391198
internal_weight=1.32584e+06 25299 9253 501 8752 1003 460 100 76 51 360 43 7749 7174 799 772 41 700 396 304 96 575 75 317 288 129 159 253 750 229
internal_count=1325838 25299 9253 501 8752 1003 460 100 76 51 360 43 7749 7174 799 772 41 700 396 304 96 575 75 317 288 129 159 253 750 229
is_linear=0
shrinkage=0.05


Tree=155
num_leaves=31
num_cat=0
split_feature=82 52 1 41 105 8 92 67 92 31 84 119 55 66 70 56 57 87 61 115 64 14 98 94 78 12 108 32 95 101
split_gain=2.54184 5.30164 7.9046 7.1618 5.79803 4.27469 3.89033 7.21085 5.32014 4.11684 3.95111 4.60538 4.25371 3.74858 5.40993 3.623 3.57851 4.02386 4.11374 3.41984 3.39551 4.34825 3.37815 3.12677 3.33693 3.48467 3.35877 3.14644 3.98878 4.07501
threshold=320.50279235839849 0.86500000953674328 343.50000000000006 8.9499998092651385 -0.81466078758239735 11.150000095367433 0.75180321931839 16.474999427795414 0.27044525742530828 1017.0499877929689 0.82827681303024303 0.78257837891578685 0.30500000715255743 1.3750000000000002 279.31933593750006 201.03006744384768 241.59254455566409 0.87456858158111583 0.20308167487382892 -0.50751903653144825 5.8450000286102304 2.1950000524520878 -0.98542678356170643 -0.97000718116760243 2.9850000143051152 1.2649999856948855 0.44860014319419866 11.550000190734865 -0.43451689183712 0.68231001496315014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 13 16 8 -8 10 -10 11 -5 -12 14 -2 -3 -4 18 -18 -14 22 -22 -20 -6 27 -26 -27 -25 29 -29
right_child=1 15 3 6 23 -7 7 -9 9 -11 12 -13 19 -15 -16 -17 17 -19 20 -21 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=1.4988034652889136e-05 -0.00058763801399618391 -0.0014425412232499965 -0.0023237182345300623 0.0022967191024993857 -0.0038069987954678138 0.0043874176847268102 -0.0057784128620436319 0.021053817221785294 0.031971251223391547 0.009603644783298176 -0.015539696052049599 0.030903664340867717 -0.003981463805151483 0.0034579594984692945 0.028661698570778205 -0.00032625817408544816 0.021344127965359283 -0.0017115555090567794 0.019725171450282571 0.012104959542564346 0.018086970128861141 0.00301272560736681 3.2646560569781176e-07 -0.0041229037112895063 -0.0029085519775793132 0.019694034848362209 0.00013191073508586946 0.011097136139016648 0.0019180651818169283 0.037270082719624044
leaf_weight=1248734 25 8377 738 24 575 1030 95 34 48 36 24 34 48 132 43 54943 35 400 23 106 80 119 386 55 1022 22 8409 58 80 20
leaf_count=1248734 25 8377 738 24 575 1030 95 34 48 36 24 34 48 132 43 54943 35 400 23 106 80 119 386 55 1022 22 8409 58 80 20
internal_value=-2.20618e-06 -0.000280974 0.00061082 0.00276012 -6.02552e-05 0.00182349 0.00862392 0.00129365 0.0115789 0.0223851 0.00773266 0.0190663 0.00403968 0.00837106 0.0179083 -0.000473938 0.000340705 0.00222598 0.00467546 0.00709101 0.00371592 0.00907272 0.00110955 -0.000224913 -1.18263e-05 -0.000151278 0.000182956 0.00617709 0.00976254 0.0178081
internal_weight=1.32576e+06 77021 13701 3260 10441 2811 449 129 320 84 236 58 178 200 68 63320 1781 1043 643 154 608 199 409 10241 9666 9453 8431 213 158 78
internal_count=1325755 77021 13701 3260 10441 2811 449 129 320 84 236 58 178 200 68 63320 1781 1043 643 154 608 199 409 10241 9666 9453 8431 213 158 78
is_linear=0
shrinkage=0.05


Tree=156
num_leaves=31
num_cat=0
split_feature=82 52 1 41 105 4 86 29 68 84 79 113 1 90 1 8 89 55 24 61 113 56 88 38 89 20 37 53 71 26
split_gain=2.29401 4.78473 7.1339 6.46352 5.23273 4.46658 4.18887 4.59519 3.80535 3.54744 5.14742 5.49822 4.6384 3.80695 3.77863 4.54802 4.59683 3.50011 4.29019 3.41706 3.70727 3.28445 3.17076 3.12835 3.43865 3.38429 3.15468 3.11828 3.20787 3.09329
threshold=320.50279235839849 0.86500000953674328 343.50000000000006 8.9499998092651385 -0.81466078758239735 7.6499998569488534 0.86363810300827037 1011.2500000000001 319.57388305664068 0.84592759609222423 20.134999275207523 -0.71322327852249134 348.50000000000006 -0.23414152115583417 349.50000000000006 9.4499998092651385 -0.19751730561256406 0.30500000715255743 337.50000000000006 0.24133883416652682 -0.79332312941551197 207.7444763183594 -0.67039948701858509 10.949999809265138 -0.28305758535861963 5.2249999046325692 11.84999990463257 1.2749999761581423 319.49932861328131 335.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 19 -4 7 -7 -9 10 11 -5 -12 22 15 29 -17 -16 -19 -2 -21 -3 -13 -10 25 -25 -27 -8 -29 -11
right_child=1 21 3 9 -6 6 27 8 23 14 12 13 -14 -15 17 16 -18 18 -20 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=1.4238632362779714e-05 0.021669992286007148 -0.0012813723168989487 -0.00043343213829080939 0.02988233601763135 -0.00021366763281232821 0.026413049420406079 0.00076339780129033917 0.0017541281215161224 0.0026163976986440089 -0.010699057537648413 0.0093618283589040081 0.023217449065945722 0.034991756841404049 -0.013453981376670558 -0.019190935570407998 0.0072763411552403817 0.036452784085715256 0.010836390656945499 -0.0076125478685094882 0.010443046368835938 -0.0053070263375110671 -0.00029421721083580047 -0.00018986112509782499 0.0033699386110085817 0.006744677841916312 0.042457386993226556 0.019222440766316143 0.00032304670628426329 0.021050453940406444 0.011825712699709195
leaf_weight=1248734 37 10008 1289 21 10241 29 894 265 88 27 31 23 41 29 22 27 27 69 58 105 58 53312 39 21 81 21 48 35 40 35
leaf_count=1248734 37 10008 1289 21 10241 29 894 265 88 27 31 23 41 29 22 27 27 69 58 105 58 53312 39 21 81 21 48 35 40 35
internal_value=-2.09587e-06 -0.000266926 0.000580279 0.00262211 -5.72424e-05 0.00173232 0.00356652 0.00703876 0.00596652 0.00819272 0.0135263 0.00682107 0.0239566 0.00149924 0.00448941 0.0112561 0.0218646 -0.00077864 0.00241089 0.00795251 0.00483873 -0.000450241 0.0084935 0.0102765 0.0142185 0.020945 0.0262939 0.00158494 0.0113777 0.00201654
internal_weight=1.32576e+06 77021 13701 3260 10441 2811 1522 553 524 449 184 112 72 91 265 116 54 149 127 200 163 63320 62 259 171 90 69 969 75 62
internal_count=1325755 77021 13701 3260 10441 2811 1522 553 524 449 184 112 72 91 265 116 54 149 127 200 163 63320 62 259 171 90 69 969 75 62
is_linear=0
shrinkage=0.05


Tree=157
num_leaves=31
num_cat=0
split_feature=82 52 1 41 105 4 119 8 9 70 38 92 67 92 31 86 28 43 84 55 3 93 54 56 60 12 25 114 40 90
split_gain=2.07035 4.31822 6.43834 5.83333 4.72253 4.03109 3.78432 3.72668 3.47538 4.10155 3.78283 3.43453 6.34245 4.66171 3.58125 3.35468 4.87225 3.29396 3.71314 3.56187 3.7631 3.22286 3.6424 2.98109 3.12064 3.30779 3.14073 3.1569 3.79404 3.75078
threshold=320.50279235839849 0.86500000953674328 343.50000000000006 8.9499998092651385 -0.81466078758239735 7.6499998569488534 0.97988739609718334 11.150000095367433 6.3500001430511483 315.22611999511724 10.650000095367433 0.75180321931839 16.474999427795414 0.27044525742530828 1017.0499877929689 0.86363810300827037 1010.2500000000001 12.34999990463257 0.82827681303024303 0.30500000715255743 355.50000000000006 0.28732021152973181 0.62500000000000011 201.03006744384768 0.27165152132511144 2.4750000238418584 346.50000000000006 -0.3172925859689712 12.449999809265138 0.44150115549564367
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 8 -4 15 -8 9 -2 -11 13 -13 17 -15 16 -7 18 -5 -20 21 -21 -23 -3 26 -26 27 28 -25 -29
right_child=1 23 3 11 -6 6 7 -9 -10 10 -12 12 -14 14 -16 -17 -18 -19 19 20 -22 22 -24 24 25 -27 -28 29 -30 -31
leaf_value=1.3526700619080586e-05 0.0045485795555656313 -0.0013063455288213545 -0.00041176056253808339 0.022057952767515439 -0.00020298425722800693 0.032022297009825708 -0.0092795436288618926 0.0022784114636629563 -0.0045048446738687551 0.0034049876825883989 0.029928833601155842 -0.0057369555611359452 0.0194277566857636 0.029615872706441834 0.0087539017821351688 0.0024794340964352448 0.0068252206513632957 -0.0050460462478677873 -0.013710938692092896 -0.0049305346326178152 0.028314913472249393 0.026770536784225932 0.0013939200029257806 0.00058531958456410074 -0.00075631065091120184 6.4064269740435502e-05 -0.0043073403221596763 0.0037519923290358251 0.013695395481772722 0.020271238624244126
leaf_weight=1248734 93 8377 1289 47 10241 20 103 216 46 20 41 95 34 48 36 712 471 46 20 45 21 26 31 3798 28959 21343 268 482 56 37
leaf_count=1248734 93 8377 1289 47 10241 20 103 216 46 20 41 95 34 48 36 712 471 46 20 45 21 26 31 3798 28959 21343 268 482 56 37
internal_value=-1.99108e-06 -0.000253579 0.000551265 0.002491 -5.43803e-05 0.0016457 0.00338819 -0.00145347 0.00755488 0.0111571 0.0212325 0.00778309 0.000895604 0.0105596 0.020675 0.00467205 0.00785158 0.0069592 0.00986573 0.0058585 0.00904053 0.00507227 0.0129692 -0.000427729 -0.000293769 -0.000408228 0.000946803 0.0012688 0.000775814 0.00492966
internal_weight=1.32576e+06 77021 13701 3260 10441 2811 1522 319 200 154 61 449 129 320 84 1203 491 236 190 143 123 102 57 63320 54943 50302 4641 4373 3854 519
internal_count=1325755 77021 13701 3260 10441 2811 1522 319 200 154 61 449 129 320 84 1203 491 236 190 143 123 102 57 63320 54943 50302 4641 4373 3854 519
is_linear=0
shrinkage=0.05


Tree=158
num_leaves=31
num_cat=1
split_feature=130 60 37 88 97 112 52 80 63 108 129 88 108 114 54 53 136 104 30 34 85 72 119 12 87 122 72 106 13 33
split_gain=2.02705 2.64914 2.87911 3.75618 3.58882 2.79905 2.78362 5.84183 2.56969 2.56945 4.80542 2.4713 2.70818 2.01899 5.26046 3.64353 3.88519 3.1526 3.0336 3.52485 2.36744 2.51229 2.33283 2.49086 2.21866 4.62728 2.21277 4.13444 2.57264 2.1401
threshold=48.500000000000007 0.46496869623661047 16.550000190734867 -0.85938870906829823 -0.81921026110649098 -0.63605400919914235 1.0000000180025095e-35 283.58305358886724 0.27135023474693304 -0.9347114861011504 134.50000000000003 -0.81386613845825184 -0.99277213215827931 0.11319890245795251 2.3549998998641972 5.7950000762939462 0 -0.74483367800712574 1012.0499877929689 12.050000190734865 0.91093978285789501 0.62162160873413097 -0.97233289480209339 3.2150000333786015 0.87987664341926586 0.47714059054851538 0.34381587803363806 -0.79445371031761158 0.78499999642372142 16.349999427795414
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 5 4 -4 6 7 -2 -7 10 -8 -3 -13 -1 24 16 -16 26 -17 -20 21 22 -19 -24 -15 -26 27 28 29 -18
right_child=1 11 3 -5 -6 8 9 -9 -10 -11 -12 12 -14 14 15 18 17 20 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-1.4717123857397475e-06 -0.018874881868250669 -0.00053213697760844407 0.0026916552409331535 0.00050373944713024376 0.022933331213709787 -0.0067744912915183881 0.022069180213979314 0.010229505126178266 -0.0020110160498764281 -0.00095062298702129058 -0.0012432664642498519 -0.013865556000647219 0.00047881386080377768 5.6014043586351382e-05 -0.0012519974855653745 -0.0022179987691600131 0.0023921997000632637 0.0014671390123596384 -0.0030397999241320965 0.0016975128459410648 0.021937955258181319 0.00079434371351241569 0.0066460350832810615 0.022391172914425484 -0.00095285511719877104 -0.014210074329580439 0.0014978980821400037 0.019752714810412096 0.0013451260321061373 0.023400561380441543
leaf_weight=1258015 20 15521 47 332 41 314 35 125 2879 5313 60 33 11371 22005 666 923 22 233 457 2789 20 326 741 26 318 83 2738 46 229 27
leaf_count=1258015 20 15521 47 332 41 314 35 125 2879 5313 60 33 11371 22005 666 923 22 233 457 2789 20 326 741 26 318 83 2738 46 229 27
internal_value=-1.89152e-06 -0.000371472 -0.00110567 0.00293813 0.0121224 -0.00129986 -0.000621582 0.00621511 -0.00247946 -0.000804888 0.00734553 -0.000121533 0.000437305 8.45112e-06 0.000402874 0.00140651 0.00230635 0.00284038 0.000311337 0.00103055 0.00486363 0.00460609 0.00584873 0.00717977 -1.11513e-05 -0.00369687 0.00196027 0.0058676 0.00357006 0.0139682
internal_weight=1.32576e+06 36091 9166 420 88 8746 5553 145 3193 5408 95 26925 11404 1.28966e+06 31649 9243 5074 4408 4169 3246 1346 1326 1000 767 22406 401 3062 324 278 49
internal_count=1325755 36091 9166 420 88 8746 5553 145 3193 5408 95 26925 11404 1289664 31649 9243 5074 4408 4169 3246 1346 1326 1000 767 22406 401 3062 324 278 49
cat_boundaries=0 1
cat_threshold=7172
is_linear=0
shrinkage=0.05


Tree=159
num_leaves=31
num_cat=0
split_feature=89 6 95 69 27 88 60 66 4 69 127 23 92 58 81 40 53 20 67 14 77 77 1 89 41 75 60 21 61 59
split_gain=1.85108 1.72399 3.67075 3.49069 2.47671 2.61501 3.69544 3.9674 2.43788 6.48031 3.83512 4.3402 4.0128 3.71331 3.50612 4.92132 5.52826 5.41563 4.5217 3.79301 4.24577 8.5593 5.31213 3.6688 3.59173 3.53211 3.43736 3.73968 3.75684 3.72045
threshold=-0.99658372998237599 13.550000190734865 -0.87082794308662403 175.24623107910159 337.50000000000006 0.22204268723726275 0.22003787755966189 4.7349998950958261 10.449999809265138 316.04849243164068 0.95878320932388317 5.7650001049041757 -0.73483350872993458 294.43296813964849 316.34899902343756 10.84999990463257 1.6150000095367434 7.0050001144409189 33.545000076293952 0.74500000476837169 6.5450000762939462 7.9449999332427987 337.50000000000006 -0.83642941713333119 12.34999990463257 0.79262959957122814 0.26178394258022314 5.2850000858306894 0.22542554885149005 328.09164428710943
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 -4 7 -7 14 13 -11 12 -12 -10 -2 -16 17 19 24 -17 -21 22 -22 -23 25 -19 -25 -28 -29 -30
right_child=1 2 4 -5 -6 6 -8 -9 9 10 11 -13 -14 -15 15 16 -18 18 -20 20 21 23 -24 26 -26 -27 27 28 29 -31
leaf_value=-0.0002934462962191628 2.1395089188704596e-05 -0.016905628509667456 -0.00036805747495434346 -0.0030588980909124078 0.002739308778543989 0.023462110608816148 -0.0092169630593799557 -0.0056953357715558801 -5.5235681126070908e-06 0.0010435615271106524 0.027025991529916173 0.0023502361226650733 0.0070122601573067494 0.0008725274455386368 -0.0003841761631797712 0.021708831518750499 -0.00016230484744947241 0.039863229466469162 -0.0043167150036121406 -0.0052730847297223389 0.0068187734063126547 0.0075453967269874774 0.033256697468459606 -0.0038455146450856281 0.0043369834478944541 0.015546316036488862 0.016473538261287068 -0.0082536436365665614 0.0025134284155104649 0.022463359633603922
leaf_weight=52261 1068434 49 17636 640 636 20 174 28 77763 6950 27 1315 346 14247 82248 27 1718 28 24 144 38 263 38 264 25 32 49 74 231 26
leaf_count=52261 1068434 49 17636 640 636 20 174 28 77763 6950 27 1315 346 14247 82248 27 1718 28 24 144 38 263 38 264 25 32 49 74 231 26
internal_value=-1.79742e-06 1.01711e-05 -0.000460247 -0.00404364 -0.000326746 -0.000435941 -0.00582873 0.0064536 1.73655e-05 0.000253364 0.00156278 0.00370054 0.00846098 0.000130435 -3.22352e-06 -0.000311843 0.00168387 0.00419514 0.0148484 0.0031889 0.00274521 0.00391981 0.0200377 0.00256925 0.0202597 0.0268942 0.000537061 0.0035818 0.00167335 0.00453171
internal_weight=1.32576e+06 1.27349e+06 19183 689 18494 17858 222 48 1.25431e+06 100648 8638 1688 373 92010 1.15366e+06 85229 2981 1263 109 1154 1127 983 76 907 85 60 644 380 331 257
internal_count=1325755 1273494 19183 689 18494 17858 222 48 1254311 100648 8638 1688 373 92010 1153663 85229 2981 1263 109 1154 1127 983 76 907 85 60 644 380 331 257
is_linear=0
shrinkage=0.05


Tree=160
num_leaves=31
num_cat=1
split_feature=88 52 11 78 136 106 63 109 95 107 69 77 107 123 121 52 4 61 91 9 84 10 10 41 17 67 118 7 35 122
split_gain=2.07867 4.84615 3.80689 3.96695 5.38998 4.64258 4.3532 4.24406 4.83746 4.55719 3.59331 3.53896 3.39609 3.36714 3.34959 4.07083 3.23464 3.15499 4.64704 4.20713 4.41621 3.6397 3.557 3.12643 3.09936 3.31588 4.31831 4.71818 3.07787 3.06746
threshold=0.79524496197700512 2.8549998998641972 14.050000190734865 11.335000038146974 0 -0.37772458791732783 0.36703957617282873 0.515092432498932 0.56343844532966625 -0.58782899379730214 282.82908630371099 12.324999809265138 -0.99503913521766651 -0.061046212911605828 0.96359375119209301 0.73500001430511486 3.0499999523162846 0.35857278108596807 -0.11017023026943205 5.6499998569488534 0.85883107781410228 9.6500000953674334 8.1500000953674334 12.550000190734865 5.1300001144409189 1.2050000429153445 0.55191597342491161 4.2500000000000009 12.650000095367433 -0.86159634590148915
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 10 8 9 11 -5 24 -10 -3 15 -11 -12 18 19 -18 -21 -19 -20 -9 -2 29 -27 -28 -8 -26
right_child=1 13 -4 4 -6 -7 28 23 12 14 16 -13 -14 -15 -16 -17 17 21 22 20 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=4.3941531469084262e-06 -0.012136120791051617 -0.0023462311812110395 -0.0062052530677550862 -0.008910019038659003 -0.00035071421195336633 -0.0010307063070002995 0.029000026350602129 -0.0047231996186085611 0.0054604941629804674 0.0327942137044437 -0.0084512959700077783 0.021145133887018479 -0.011155509316236397 -0.0090754363590795622 -0.0036292077485649363 0.0058152854994491295 0.03805487640202046 0.0094976874650456022 -0.011851787152700126 0.026064187436899606 0.0072930152002880543 -0.016578565165400506 0.010923839186448278 0.0086756370475758685 0.0099910514592117475 -0.0032007602759472858 0.017155211824313576 -0.0070081432259851894 0.0099061755463480949 0.0011943755177768424
leaf_weight=1320901 47 612 255 36 952 180 39 813 40 29 28 21 133 267 21 27 20 32 30 47 94 23 40 46 154 508 58 31 46 278
leaf_count=1320901 47 612 255 36 952 180 39 813 40 29 28 21 133 267 21 27 20 32 30 47 94 23 40 46 154 508 58 31 46 278
internal_value=5.78271e-07 -0.00102661 -0.000292584 0.000107026 0.00203066 0.0056311 0.00851716 -0.0012594 0.000491938 0.00164217 0.00605223 0.000816839 -0.00731366 -0.00439026 0.0134004 0.0197865 0.00776764 0.00935551 0.011918 0.0165941 0.0135501 -0.00140693 0.00116286 -0.00400568 0.000420097 0.000993607 -0.00142083 0.00873876 0.0186669 0.00433023
internal_weight=1.32581e+06 4907 4028 3773 1567 615 435 2206 1347 1174 350 1097 173 879 77 56 314 286 231 161 141 55 70 859 1076 1029 597 89 85 432
internal_count=1325808 4907 4028 3773 1567 615 435 2206 1347 1174 350 1097 173 879 77 56 314 286 231 161 141 55 70 859 1076 1029 597 89 85 432
cat_boundaries=0 1
cat_threshold=530
is_linear=0
shrinkage=0.05


Tree=161
num_leaves=31
num_cat=1
split_feature=89 23 94 119 52 122 108 12 90 2 87 116 19 58 73 103 23 27 20 111 33 15 20 125 21 136 21 22 22 111
split_gain=1.99794 4.31333 4.20857 3.1367 2.78609 2.62032 2.92154 6.41577 2.70571 2.59434 4.50073 3.93871 4.03483 2.91771 2.67732 3.51094 2.50606 3.10908 4.32484 3.03324 3.02263 3.90123 2.74199 3.38341 3.04417 2.62017 3.11176 5.20687 2.64709 2.5061
threshold=0.75777408480644237 7.0650000572204599 0.77857249975204479 0.98321744799613964 2.1149998903274541 -0.89490029215812672 -0.82234111428260792 1.044999957084656 0.08977695927023889 29.500000000000004 0.86844688653945934 0.74892720580101024 8.7100000381469744 247.71064758300784 0.82602450251579296 0.29334029555320745 5.9449999332427987 279.50000000000006 5.7249999046325692 0.104312252253294 15.750000000000002 1.0049999952316286 5.2750000953674325 0.72534674406051647 5.9349999427795419 0 5.3350000381469735 5.4149999618530282 4.8250000476837167 0.49017903208732611
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 -7 -9 10 11 13 -13 -8 15 -12 25 18 19 -18 -20 -22 23 -19 -24 26 28 -28 -11 -26
right_child=1 2 -4 -5 -6 6 9 8 -10 16 14 12 -14 -15 -16 -17 17 22 20 -21 21 -23 24 -25 29 -27 27 -29 -30 -31
leaf_value=4.5298938594677895e-06 0.0044432224515922273 -0.0032199979019318578 -0.015701230940719447 -0.0082751405141429923 -0.0021870709442565139 0.028743318980559707 -0.0033568645239268483 0.0066376536034799191 -0.014005479484330863 0.009395560055323271 0.0069517775588402789 0.0072529671217412941 0.026418232740184594 0.010799891348549371 0.012628573831170798 -0.0086734180935417061 -0.0094448059573769578 -0.0056668696015895834 0.0061382508065435104 0.012495167401578765 0.0095959633737802506 0.038828747998923066 -0.0063718393709121359 0.01958675153501746 -0.0080019346005480059 -0.0028660337942628122 0.03401858929544687 0.0023535672575235368 -0.013150343839079143 0.0020391616654716971
leaf_weight=1320255 385 679 75 123 1268 28 95 57 22 23 49 76 43 59 26 135 50 21 64 23 25 21 201 36 71 1313 20 37 30 498
leaf_count=1320255 385 679 75 123 1268 28 95 57 22 23 49 76 43 59 26 135 50 21 64 23 25 21 201 36 71 1313 20 37 30 498
internal_value=5.49225e-07 -0.000945876 -0.0044615 -0.000393515 -0.000186192 0.000558266 6.34901e-05 0.00817793 0.000888933 -0.000234262 0.00311298 0.00734616 0.0141782 0.00206683 -0.00239015 -0.00451236 -0.000898758 0.00100598 0.00690328 -0.00253221 0.013165 0.0229414 -0.000298979 0.0102828 -0.0010823 -0.00225068 0.00490868 0.0134641 -0.00336627 0.00078623
internal_weight=1.32581e+06 5553 754 4799 4676 3408 3023 107 79 2916 483 273 119 154 210 184 2433 1010 183 73 110 46 827 57 770 1423 110 57 53 569
internal_count=1325808 5553 754 4799 4676 3408 3023 107 79 2916 483 273 119 154 210 184 2433 1010 183 73 110 46 827 57 770 1423 110 57 53 569
cat_boundaries=0 1
cat_threshold=4160
is_linear=0
shrinkage=0.05


Tree=162
num_leaves=31
num_cat=1
split_feature=88 136 122 77 78 85 77 97 58 64 95 53 86 86 89 87 75 63 123 26 30 34 60 0 0 126 91 55 120 89
split_gain=1.86035 3.51339 4.24857 3.93367 4.94312 4.58415 4.43393 3.72409 4.16211 3.63233 5.966 3.49072 3.2181 3.16031 3.21491 4.40537 3.86997 3.14369 3.68019 3.02856 2.97028 2.84524 2.82088 3.72128 2.76305 3.76751 2.58091 2.8172 4.49978 2.73447
threshold=0.79524496197700512 0 1.0000000180025095e-35 14.114999771118166 33.295000076293952 0.82145255804061901 23.925000190734867 -0.99230778217315663 327.88066101074224 1.5149999856948855 0.32043868303298956 0.46500000357627874 0.88496702909469616 0.82740202546119701 -0.54945462942123402 0.87456858158111583 0.5508975386619569 0.36703957617282873 -0.73724925518035878 330.50000000000006 1014.4500122070314 12.050000190734865 0.28862248361110693 343.50000000000006 324.50000000000006 -0.39873388409614557 -0.65465539693832386 0.30500000715255743 -0.28400452435016627 -0.83073708415031422
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 -5 13 24 26 10 -2 21 19 -7 15 16 -15 18 -16 -10 -18 -8 23 -13 25 -3 27 28 -9 -28
right_child=1 7 -4 4 -6 6 11 8 12 -11 -12 22 -14 14 17 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=4.1306187029679369e-06 0.0044509418262072995 0.015919263334944846 -0.0030408798748201506 0.021144408375480553 -0.0045234267428785448 -0.016658491879175213 0.00959030967205763 0.019868374542912116 0.0049276553936457891 -0.0030876664857705828 -0.0079887292662269276 0.01811232486061384 -0.0070664397358675222 0.0025012594895088116 0.012837084950435729 -0.0006815559627419269 0.010439850597176701 0.011368726234650239 -0.010148083729276836 0.025357977355507988 0.035862509492370818 0.035647505995902148 0.00022536075234206188 -0.0022581954922286734 0.01713656998342938 -0.0042089721972725412 -0.0013323289703898113 -0.0026013335872585286 -0.0049615374953848211 -0.0072836632688442794
leaf_weight=1320901 547 32 736 47 132 23 20 37 60 609 117 81 34 32 21 81 20 32 102 26 27 22 81 31 36 85 274 873 36 653
leaf_count=1320901 547 32 736 47 132 23 20 37 60 609 117 81 34 32 21 81 20 32 102 26 27 22 81 31 36 85 274 873 36 653
internal_value=5.20683e-07 -0.000971227 0.00021171 0.00139493 0.00426216 0.00613264 0.0049013 -0.00248259 -0.00307127 -0.000298826 0.00225901 0.0101762 0.0059559 0.00123387 0.00254029 0.00751199 0.015913 -0.00259178 -0.00622379 0.0111043 0.0250444 0.0232393 0.00733341 0.0124741 0.00502334 0.00129619 -0.00364962 -0.00181231 0.00762349 -0.00552458
internal_weight=1.32581e+06 4907 2761 2025 752 620 573 2146 1993 1273 664 235 120 338 315 160 79 155 123 86 47 42 193 112 153 117 1873 946 73 927
internal_count=1325808 4907 2761 2025 752 620 573 2146 1993 1273 664 235 120 338 315 160 79 155 123 86 47 42 193 112 153 117 1873 946 73 927
cat_boundaries=0 1
cat_threshold=2674
is_linear=0
shrinkage=0.05


Tree=163
num_leaves=31
num_cat=2
split_feature=89 23 113 34 13 0 9 122 120 59 28 2 136 37 91 102 62 112 18 23 136 88 69 74 75 52 55 92 62 96
split_gain=1.79189 3.89179 3.08076 3.80508 4.75945 3.45332 3.56003 3.28922 3.30765 3.24463 3.25725 2.91842 2.94654 4.25626 2.86109 2.85213 2.80793 2.77768 3.20307 2.68586 2.57221 3.20837 2.5086 2.40257 3.47801 2.39045 2.35692 2.21455 2.21159 2.20263
threshold=0.75777408480644237 7.0650000572204599 -0.77159520983695973 12.34999990463257 2.3449999094009404 321.50000000000006 14.050000190734865 0.77159520983695995 0.98321744799613964 263.59455871582037 1015.5499877929689 305.50000000000006 0 12.449999809265138 -0.9994329810142516 0.88527709245681774 0.33630679547786718 0.87032255530357372 5.1300001144409189 5.3849999904632577 1 0.12005445361137392 324.73486328125006 0.48409177362918859 0.49508276581764227 0.22500000149011615 1.4650000333786013 0.78861877322196972 0.51964700222015392 -0.92916703224182118
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 23 -6 9 8 14 10 -7 12 26 16 -2 20 -14 18 -15 -9 21 -3 28 -4 -25 -21 -5 29 -16 -22
right_child=1 15 3 11 5 6 -8 19 -10 -11 -12 -13 13 17 22 -17 -18 -19 -20 25 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.2644700739483319e-06 0.01697967611757728 -0.0015449460369927693 -0.010266178650336397 -0.013991987254774694 -0.0046095119988277724 0.010171966451044019 -0.0045764348260602175 -0.012449079579737498 0.021193909501148897 0.0015961384188590778 0.034133049222114291 -0.0018193520488512067 0.021775494415002566 0.017372293062508107 0.00083761786810307632 -0.016162168887503287 0.0013735392775673133 -0.012900407165288924 0.0018122519055550326 0.012756025529018156 -0.0096850575825022864 0.014792508521192783 0.01504301747984507 0.0060183339493556157 -0.0059821997769410416 -0.0038471810202728111 0.0010872541918334636 -0.018539678331774969 0.013546119408149804 -0.0023084794434913391
leaf_weight=1320255 30 160 238 49 126 37 49 73 22 45 23 1097 48 35 1564 47 26 30 601 27 145 37 33 72 374 110 55 30 35 335
leaf_count=1320255 30 160 238 49 126 37 49 73 22 45 23 1097 48 35 1564 47 26 30 601 27 145 37 33 72 374 110 55 30 35 335
internal_value=4.94649e-07 -0.0008958 -0.000371124 -0.00139404 -0.00396179 0.0015293 0.00655197 0.00119782 0.00193362 0.0117452 0.019357 -0.000118764 0.0020916 0.00318816 0.00167868 -0.00423522 0.0146072 0.00196724 0.00266854 -0.00470267 -0.00344234 0.00144991 0.00139741 -0.00620961 -0.00404489 -0.000575016 -0.00548955 -0.00525743 0.00111579 -0.00453682
internal_weight=1.32581e+06 5553 4799 2905 964 280 154 1894 1684 105 60 1941 844 740 1662 754 74 666 636 210 707 197 1632 684 446 137 104 510 1599 480
internal_count=1325808 5553 4799 2905 964 280 154 1894 1684 105 60 1941 844 740 1662 754 74 666 636 210 707 197 1632 684 446 137 104 510 1599 480
cat_boundaries=0 1 2
cat_threshold=1216 352
is_linear=0
shrinkage=0.05


Tree=164
num_leaves=31
num_cat=0
split_feature=87 89 23 75 39 18 73 77 89 84 13 60 88 6 95 55 63 6 28 92 57 127 32 19 69 79 106 18 55 73
split_gain=1.76364 3.32819 2.22801 2.1719 2.14949 2.3187 2.38707 2.56886 2.4043 2.1253 2.23612 2.52886 1.97045 1.88167 1.83985 2.21433 2.18435 2.30503 1.83893 5.01209 3.38763 4.20784 3.76711 2.77754 2.64746 3.56815 2.91227 3.2422 2.60184 2.53107
threshold=0.91266521811485302 0.28786259889602667 5.8650000095367441 0.63540670275688182 20.550000190734867 6.0650000572204599 0.54764336347579967 26.414999961853031 0.24123076349496844 0.91614636778831493 2.1750000715255742 0.30596958100795751 0.3750481009483338 7.0499999523162851 -0.3087885826826095 0.14500000327825549 0.36703957617282873 4.3500001430511483 1021.1499938964845 0.095876678824424758 227.71772003173831 0.608738273382187 18.050000190734867 8.0099999904632586 317.28471374511724 13.135000228881838 -0.5387006103992461 5.7200000286102304 0.2650000005960465 0.78366500139236461
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 4 12 -4 5 13 7 -7 -8 10 -9 -12 -3 14 15 16 -2 -18 -1 20 21 22 28 24 26 -26 27 -23 -20 -25
right_child=1 2 3 -5 -6 6 8 9 -10 -11 11 -13 -14 -15 -16 -17 17 -19 19 -21 -22 23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=3.206180902254447e-05 0.019757697883654723 -0.0063897243322078457 0.013462271589947783 -0.0025676913836538847 0.013253456850311367 0.000770056576256176 -0.0004502169079256242 0.024763460674633586 0.010020167131654241 -0.0011075031502652125 0.016544454071360331 0.0023604664158403546 -0.022372551084983917 -0.0045119884211572399 -0.0021819277089514164 -0.001392560899012575 0.014778378842906517 -0.007412580370903016 -0.010648362722121558 -2.2404834572724264e-05 -0.00046476074917813472 0.021958547110923314 0.0091791276014638983 -0.0021152398061074873 0.0004787145049444267 0.02572092276199588 -0.0074366793620089695 0.0022147358721751834 -0.0030692643373667178 0.0016224677877645932
leaf_weight=1118429 33 236 23 260 29 1711 17544 21 55 66 48 91 21 588 504 95 22 25 118 155342 24742 22 61 1802 28 28 75 379 2805 605
leaf_count=1118429 33 236 23 260 29 1711 17544 21 55 66 48 91 21 588 504 95 22 25 118 155342 24742 22 61 1802 28 28 75 379 2805 605
internal_value=4.69917e-07 -0.00045006 -0.00432549 -0.0012649 -0.000349603 -0.000368566 -0.000234135 0.00143182 -0.000417495 0.00644192 0.00955606 0.00725853 -0.00769571 -0.00244137 -0.000648264 0.00376869 0.00989767 0.00297468 7.85145e-06 -0.000137721 -0.000721889 -0.00179599 -0.00311859 -0.000453133 0.00281638 0.0130998 0.00160656 0.00329794 -0.00337523 -0.00117577
internal_weight=1.32581e+06 21372 540 283 20832 20803 19536 1937 17599 226 160 139 257 1267 679 175 80 47 1.30444e+06 186007 30665 5923 2984 2939 532 56 476 401 2923 2407
internal_count=1325808 21372 540 283 20832 20803 19536 1937 17599 226 160 139 257 1267 679 175 80 47 1304436 186007 30665 5923 2984 2939 532 56 476 401 2923 2407
is_linear=0
shrinkage=0.05


Tree=165
num_leaves=31
num_cat=2
split_feature=84 89 58 132 96 92 66 103 33 60 53 86 31 93 136 12 100 122 107 28 23 39 67 107 55 64 93 33 136 106
split_gain=2.08206 2.7616 2.35226 1.80663 3.5091 2.45525 2.6634 2.23636 2.27366 2.53552 2.40127 2.03199 1.71137 4.71471 5.868 5.68086 4.81479 4.74911 4.77254 4.12487 4.5549 4.51935 4.00402 3.96328 3.91977 4.16855 3.75061 5.23272 6.78193 3.9566
threshold=0.9230061173439027 0.349206492304802 147.91519927978518 1016.3500061035157 -0.29977440834045405 0.99510875344276439 14.734999656677248 0.90763515233993541 15.650000095367433 0.61393770575523388 3.7649999856948857 0.8458409607410432 1014.6499938964845 -0.034931100904941552 0 2.935000061988831 0.17585901170969012 -0.62249094247817982 -0.99456447362899769 1012.2500000000001 6.1849999427795419 12.449999809265138 50.274999618530281 -0.85529816150665272 4.805000066757203 7.0050001144409189 -0.8709520399570464 12.650000095367433 1 -0.94990372657775868
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=3 -2 -3 12 5 6 7 8 9 -5 -10 -7 13 14 23 16 17 -16 -19 21 -21 -18 -22 -1 25 -23 27 28 -14 -29
right_child=1 2 -4 4 -6 11 -8 -9 10 -11 -12 -13 26 -15 15 -17 19 18 -20 20 22 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00070264279850347456 -0.00067379539992887369 0.0060211056198638223 -0.010567562567691008 -0.0022899693962211845 -0.012277654539571987 0.012561551139399869 0.00012200593729978784 0.014453877832578578 0.007394656464340444 -0.00053304865228890913 -0.0007621934172854037 -0.0053977825612361941 -0.00055810660067086044 -1.4002273236109627e-05 0.00074303543664879131 -0.001187343152175404 0.0016790064788043504 -0.0014867718621144441 0.00011193511405493374 0.00044394527787521915 0.0016314427780149345 0.00034088891960493389 0.0083980873115445023 -0.00055810723877444885 0.0010517490816089954 -0.001470462800184259 -3.6179932107987767e-06 -0.0010646370378398051 -0.0027833193419227451 0.00017748628231288837
leaf_weight=8184 7930 26 120 3755 63 63 8682 23 156 4532 214 21 13255 364993 25166 4866 5407 5708 25627 11017 20299 7185 221 26156 6430 5693 727795 8211 4615 29247
leaf_count=8184 7930 26 120 3755 63 63 8682 23 156 4532 214 21 13255 364993 25166 4866 5407 5708 25627 11017 20299 7185 221 26156 6430 5693 727795 8211 4615 29247
internal_value=1.12051e-06 -0.000799252 -0.00761342 6.02631e-06 -0.000498482 -0.000455946 -0.000497204 -0.00111656 -0.00115792 -0.00132914 0.00267691 0.00807172 1.28209e-05 8.34278e-05 0.000317447 0.000485308 0.000557537 0.000231523 -0.000179286 0.000884994 0.00126403 0.000401338 0.00170432 -0.000257567 4.3541e-05 -0.000459859 -3.37879e-05 -0.000430649 -0.00113465 -9.4794e-05
internal_weight=1.32566e+06 8076 146 1.31758e+06 17509 17446 17362 8680 8657 8287 370 84 1.30008e+06 516952 151959 117619 112753 56501 31335 56252 31537 24715 20520 34340 19308 12878 783123 55328 17870 37458
internal_count=1325660 8076 146 1317584 17509 17446 17362 8680 8657 8287 370 84 1300075 516952 151959 117619 112753 56501 31335 56252 31537 24715 20520 34340 19308 12878 783123 55328 17870 37458
cat_boundaries=0 1 2
cat_threshold=5264 2758
is_linear=0
shrinkage=0.05


Tree=166
num_leaves=31
num_cat=2
split_feature=101 122 27 20 121 36 38 37 38 103 54 94 104 76 40 113 19 88 78 87 57 112 136 43 136 111 8 108 34 121
split_gain=2.07247 5.21426 4.95447 4.91429 9.01902 4.79954 4.51175 4.47328 7.08774 4.42979 4.64729 4.39752 4.14621 3.92487 3.5469 3.49023 3.48898 3.16517 3.15982 2.96411 2.8558 3.03488 2.83978 5.24918 5.24645 4.87302 4.73357 4.63412 3.72134 3.31178
threshold=-0.047406494617462151 -0.9366365075111388 297.50000000000006 4.3350000381469735 0.59480014443397533 16.250000000000004 19.750000000000004 14.449999809265138 14.650000095367433 -0.28874379396438593 0.18500000238418582 -0.91196176409721363 0.33503086864948278 1.794999957084656 7.8500001430511483 -0.70088258385658253 5.7200000286102304 -0.97782102227210987 4.1549999713897714 0.83506181836128246 169.84555816650393 0.30069434642791754 0 0.45000000298023229 1 -0.087920911610126481 4.2500000000000009 0.33851118385791784 18.650000572204593 0.49240480363368994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2
left_child=1 6 3 4 -3 7 19 -6 -9 10 11 -2 -10 -8 -7 -12 20 -15 -4 -1 21 -5 23 24 26 28 29 -28 -25 -18
right_child=9 2 18 16 5 14 13 8 12 -11 15 -13 -14 17 -16 -17 22 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.00025280446486815165 0.014875212007591241 0.00031018592194257517 -0.00067010822393338788 -0.0043678209223136063 0.0062519465012188151 -0.0097858987464569513 -0.00070332191853683147 0.043934921974964118 0.026230992526724575 1.0744789123494309e-05 6.7870201771493582e-05 0.0027702352745167741 0.0063611296605165695 -0.0033988549368365144 0.013939156990660274 0.0015707044245952474 0.0013562048912393418 0.0038009034578552004 0.00071110682967463897 0.0010245318457328012 -0.0014799004795726222 -0.018018153171158499 -0.00075722096654566205 -0.00059571030420232061 -0.00011620666784580328 -0.0016343796558593645 0.0040203546559535591 -0.0033303719987141977 0.0016000033777559379 -0.0018740630100320896
leaf_weight=11784 79 1330 5474 428 157 50 824 23 41 1157043 12232 1492 73 164 23 5647 2681 2206 17001 7390 2934 45 40302 9114 31132 10093 2084 239 2448 1127
leaf_count=11784 79 1330 5474 428 157 50 824 23 41 1157043 12232 1492 73 164 23 5647 2681 2206 17001 7390 2934 45 40302 9114 31132 10093 2084 239 2448 1127
internal_value=1.06322e-06 -0.000174509 -0.00029867 -0.000443737 0.00222495 0.00916403 0.000529331 0.0120132 0.0186156 2.3324e-05 0.000771634 0.00337895 0.0135073 0.00226921 -0.00231088 0.000542533 -0.000487866 0.00330269 0.000374699 0.000239504 -0.00206113 -0.00566648 -0.000433843 -0.000212477 0.000147263 -0.0008316 0.00148288 0.00326408 -0.000130816 0.000400188
internal_weight=1.32566e+06 149167 126799 104324 1697 367 22368 294 137 1.17649e+06 19450 1571 114 3194 73 17879 102627 2370 22475 19174 3407 473 99220 58918 37263 21655 6131 2323 11562 3808
internal_count=1325660 149167 126799 104324 1697 367 22368 294 137 1176493 19450 1571 114 3194 73 17879 102627 2370 22475 19174 3407 473 99220 58918 37263 21655 6131 2323 11562 3808
cat_boundaries=0 1 2
cat_threshold=6368 32
is_linear=0
shrinkage=0.05


Tree=167
num_leaves=31
num_cat=1
split_feature=84 3 57 60 23 11 108 58 37 127 23 72 57 136 53 71 36 108 76 11 30 84 52 54 108 34 28 43 58 111
split_gain=1.90797 2.74598 3.2007 2.96343 2.55501 2.92706 2.3214 1.99551 3.23035 1.73682 1.71494 5.23531 4.2403 6.58848 4.70766 4.9931 4.36148 4.11758 3.90075 3.40158 6.96477 4.50976 3.8481 4.12527 3.76578 3.30049 4.4799 3.22237 3.80065 3.60581
threshold=0.9264701008796693 212.50000000000003 235.46968841552737 0.483847126364708 4.6849999427795419 4.1499998569488534 -0.31140716373920435 137.31539154052737 13.949999809265138 0.28400452435016638 5.4449999332427987 0.37398630380630499 215.34795379638675 0 0.064999999478459372 268.68067932128912 7.2500000000000009 -0.88190874457359303 3.4850000143051152 1.0000000180025095e-35 1013.1499938964845 0.82466500997543346 0.97500002384185802 0.65500000119209301 0.71284708380699169 14.250000000000002 1016.2500000000001 13.050000190734865 137.31539154052737 -0.087920911610126481
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 3 6 5 -2 -3 8 -6 -9 11 17 13 -13 15 -14 -15 -1 27 20 24 -22 23 -23 -19 -20 -27 28 -18 -29
right_child=1 2 -4 -5 7 -7 -8 9 -10 -11 -12 12 14 16 -16 -17 18 19 25 -21 21 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0056332744715673413 0.02697543576359749 0.010773001594299621 -0.00060651691953159733 -0.00023796596255066041 0.021831397991627456 0.00054621711711991922 -0.0056735712719660665 0.0012722331082700761 -0.002407648395402012 -0.0029773648967780573 2.8615780726592262e-05 4.0881511346064718e-05 0.0044236076472606699 0.015309121429489002 -0.00030384041718387104 -0.00013417864276539602 -0.0075062437398786697 -0.013636862720066513 -0.0020505036626393284 1.9912530833166189e-05 -0.00069840070031688831 0.0078336802910392491 0.0057485177389828904 0.025768923601260343 -4.6489338554280024e-05 9.5642460975484039e-05 -0.0040484549460100576 -0.0010905676968747664 -0.0014811088506865027 -0.0072705669633850974
leaf_weight=331 20 22 2683 437 28 22 867 958 27 321 1124529 9728 1113 38 43144 1306 293 55 5958 122577 203 75 444 56 696 5439 741 344 2453 752
leaf_count=331 20 22 2683 437 28 22 867 958 27 321 1124529 9728 1113 38 43144 1306 293 55 5958 122577 203 75 444 56 696 5439 741 344 2453 752
internal_value=1.00973e-06 -0.000938235 -0.00159971 -0.00360933 0.000989 0.0131316 -0.00526657 0.0006067 0.00993223 0.00020568 4.84062e-06 -0.000131744 -0.000473328 -0.000986245 -0.000183497 0.00196289 -0.00160906 6.40019e-05 -0.0016503 4.91482e-05 0.00239292 0.00570842 0.00797031 0.0155007 -0.00104179 -0.00121079 -0.000401247 -0.00303881 -0.00212399 -0.00533086
internal_weight=1.32566e+06 5385 4009 1326 1376 42 889 1334 55 1279 1.32028e+06 195746 71309 25746 45563 2419 16018 124437 15980 124106 1529 778 575 131 751 12138 6180 3842 2746 1096
internal_count=1325660 5385 4009 1326 1376 42 889 1334 55 1279 1320275 195746 71309 25746 45563 2419 16018 124437 15980 124106 1529 778 575 131 751 12138 6180 3842 2746 1096
cat_boundaries=0 1
cat_threshold=598
is_linear=0
shrinkage=0.05


Tree=168
num_leaves=31
num_cat=1
split_feature=86 101 103 54 121 41 8 136 12 7 110 54 72 91 17 123 83 94 37 0 26 65 113 59 18 57 80 17 57 79
split_gain=1.81021 1.79397 4.06237 4.54469 3.9121 5.01185 9.2496 7.51312 5.98993 5.45737 5.92049 4.99979 4.80738 4.42206 3.95138 3.86896 5.31709 3.82033 3.80836 3.85391 3.77215 4.39361 3.59607 3.54566 3.67137 3.39525 3.35288 3.27287 3.16718 3.15627
threshold=0.92018058896064769 -0.08130831271409987 -0.28874379396438593 0.18500000238418582 -0.89490029215812672 2.9500000476837163 6.9500000476837167 0 0.90500000119209301 3.9500000476837163 -0.27541014552116388 0.10500000044703485 0.39265595376491552 0.37542527914047247 3.5099999904632573 -0.21643137186765668 292.92189025878912 -0.91196176409721363 19.250000000000004 145.50000000000003 205.50000000000003 0.33500000834465032 -0.043617725372314446 135.92309570312503 4.0850000381469735 210.15926361083987 322.92843627929693 11.120000362396242 261.95930480957037 2.8850001096725468
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 17 5 7 8 9 -7 10 27 13 14 -9 -6 25 -17 -3 29 -20 -10 -22 -5 24 -14 -11 -21 -1 -15 -16
right_child=-2 2 -4 22 12 6 -8 11 20 15 -12 -13 23 28 18 16 -18 -19 19 26 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0073389450438320642 -0.00064327312878076815 0.013535243086516859 1.3777246722679579e-05 0.00033977531217421644 0.016523994108367909 -0.0010902383872865077 -0.0037242126881382822 0.0022778504934962223 0.0038146273943625002 -0.0056483808349733055 0.0059919298471027924 1.467288408128403e-05 0.01733486632971714 0.0084603442276334952 -0.00084756986692320884 0.0033533111131991765 0.030454190474535736 0.0027007969203473887 0.0062867486422813583 0.00091399554571764427 0.018196752445905337 0.00038079030426441839 0.0033325520045812194 -0.00039014494725641001 -0.0023001493279380374 0.0013498711287559962 0.015378241311395313 0.0021572159081303553 0.030674886384180616 0.00059880601472294445
leaf_weight=125 10815 86 1157063 18004 38 4406 1799 1756 1272 307 1647 10914 24 68 5574 131 21 1509 480 1757 35 3069 1063 88279 2961 398 41 331 21 11666
leaf_count=125 10815 86 1157063 18004 38 4406 1799 1756 1272 307 1647 10914 24 68 5574 131 21 1509 480 1757 35 3069 1063 88279 2961 398 41 331 21 11666
internal_value=9.59262e-07 6.25827e-06 2.61865e-05 0.000721099 -0.000164905 0.000383316 -0.000457963 0.00094961 0.00021113 0.00321461 0.004596 0.000421295 -0.00029501 0.00282893 0.000416408 -0.000137669 0.00709751 0.00328497 0.000385047 0.00230643 0.00152142 0.000581679 0.000506625 -0.000447453 -0.00214228 -0.00169759 0.00124383 -0.000445898 0.013702 0.000131167
internal_weight=1.32566e+06 1.31484e+06 1.17772e+06 20662 137120 26300 10581 15719 8782 2960 2103 12759 110820 1845 19556 857 152 1595 19518 2278 4376 3104 19067 91264 2985 705 1798 456 89 17240
internal_count=1325660 1314845 1177725 20662 137120 26300 10581 15719 8782 2960 2103 12759 110820 1845 19556 857 152 1595 19518 2278 4376 3104 19067 91264 2985 705 1798 456 89 17240
cat_boundaries=0 1
cat_threshold=32
is_linear=0
shrinkage=0.05


Tree=169
num_leaves=31
num_cat=0
split_feature=99 57 95 53 5 34 59 91 74 10 63 20 2 22 63 54 106 75 61 14 79 60 55 26 73 54 118 53 98 87
split_gain=1.69266 3.71486 3.46859 3.15411 5.79082 5.0292 4.93552 4.76759 4.25721 4.12954 4.77189 3.54668 3.7851 3.43666 3.22176 3.10768 2.69047 2.68258 3.85328 2.64666 2.62257 2.56633 3.16374 2.57384 2.55671 3.24984 3.24493 3.12785 2.96776 2.81587
threshold=-0.98757517337799061 225.28156280517581 -0.3087885826826095 0.69499999284744274 0.15000000223517421 16.44999980926514 233.89109802246097 0.18099474906921389 0.53779920935630809 4.5499999523162851 0.27135023474693304 4.0250000953674325 290.50000000000006 5.6949999332427987 0.24213009327650073 0.38499999046325689 -0.99805879592895497 0.61847716569900524 0.30066598951816564 2.9150000810623173 4.2650001049041757 0.42294722795486456 0.42499999701976782 335.50000000000006 0.34281025826931005 0.80500000715255748 0.04361772537231446 0.38499999046325689 -0.91706845164299 0.83911123871803295
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 4 6 7 -3 11 9 14 -11 12 13 20 -9 -12 -10 -18 -19 -1 -6 22 -5 -24 25 26 27 -13 -28 -30
right_child=-2 3 -4 21 5 -7 -8 8 16 10 15 24 -14 -15 -16 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00033765419053646215 1.80397999503722e-05 0.028221728535635135 -0.0016725896139446299 -0.0053260049615003729 0.00035645575503088502 -0.0015368456452832101 0.0036382050956694448 0.018298798012123866 0.014566518802894279 0.0096946406002455174 0.045226371813226834 0.017937422310144214 0.025717451755443346 0.020129414534312676 -0.0056309450465517165 0.017993932776153087 -0.010138720438246512 0.023275462724268437 -0.0022917237257518409 -0.0092300645358461362 0.013080837593879553 2.3152972018818409e-05 -0.00050961799111234256 -0.0058165183266376923 0.00062436045533642256 0.024261384423483502 -0.0086544451944064356 -0.0021169542302859243 0.018292626374334629 -0.0043380144776569473
leaf_weight=21668 1214075 35 6707 361 213 2014 49 22 32 53 22 59 23 32 39 20 54 20 56 84 50 57308 15039 232 7223 22 64 29 28 27
leaf_count=21668 1214075 35 6707 361 213 2014 49 22 32 53 22 59 23 32 39 20 54 20 56 84 50 57308 15039 232 7223 22 64 29 28 27
internal_value=9.11299e-07 -0.000185451 -0.000678509 -1.66485e-05 0.000807529 0.000698818 0.0138813 0.00125552 0.00725614 0.0131515 0.0196703 0.00100994 0.00618116 0.00465799 0.00299945 0.0322585 0.00157908 -0.00161783 0.00443648 -0.000371994 0.00277554 -0.000131744 -0.000699608 -0.000590241 0.000789265 0.00599061 0.00404879 0.0113286 -0.0013346 0.00718304
internal_weight=1.32566e+06 111585 28459 83126 10186 10102 84 8088 318 156 95 7770 318 295 61 42 162 130 76 21752 263 72940 15632 15271 7452 229 207 88 119 55
internal_count=1325660 111585 28459 83126 10186 10102 84 8088 318 156 95 7770 318 295 61 42 162 130 76 21752 263 72940 15632 15271 7452 229 207 88 119 55
is_linear=0
shrinkage=0.05


Tree=170
num_leaves=31
num_cat=0
split_feature=18 75 97 125 14 126 114 8 36 94 133 68 89 40 16 0 59 24 100 61 98 113 107 102 117 13 88 7 53 34
split_gain=1.90099 6.22158 3.37573 3.91638 3.02227 2.62228 2.77202 3.26927 2.45876 2.43463 2.40355 2.33333 2.32663 2.19723 2.59869 2.18151 2.11461 2.54152 2.08421 1.91644 1.87433 1.84674 3.82785 3.52689 2.98438 3.40421 2.24602 2.16323 2.52173 2.17926
threshold=5.4100000858306894 0.3677463978528977 1.0000000180025095e-35 -0.16504132002592084 0.50499999523162853 0.11319890245795251 -0.99901017546653736 5.2500000000000009 16.250000000000004 0.38346603512763983 1013.0499877929689 324.53431701660162 -0.448955088853836 3.6499999761581425 10.405000209808351 272.50000000000006 224.40206146240237 248.50000000000003 0.85330110788345348 0.40236863493919378 -0.93418705463409413 0.18222858756780627 -0.78190070390701283 -0.99296587705612172 0.38266885280609136 0.50499999523162853 -0.3178799152374267 9.3499999046325701 6.5250000953674325 19.150000572204593
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 8 9 7 13 -3 18 11 -1 -13 -7 -15 -9 17 -5 -6 -17 -20 -2 24 -24 25 26 -23 29 -29 -27
right_child=21 4 3 16 5 6 -8 15 -10 -11 -12 12 -14 14 -16 19 -18 -19 20 -21 -22 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=-3.8526267659213957e-07 -3.4634782452294719e-06 0.021004303655138723 0.021286363764785422 0.012177288308739662 -0.0016836195533039306 -0.0065934088409051938 -0.0010420154625156177 0.022316926116904907 -0.0005382599129986305 -0.0048771355600392349 0.013543063170050808 0.0017141816716226142 0.019612045120447875 0.016236929419720849 -0.005945015824197427 0.01429361735566557 0.012103102433397191 -0.0091725721051815253 -0.0013216312353809675 -0.002150329728336895 -0.019085206137970091 -0.0016065675463546451 -0.006108854200119032 0.00012546499138010183 -0.0026146525330786501 0.0014316945306721294 -0.018480977612180691 0.016884326416885063 -0.0031845878202306187 0.0044847415389867211
leaf_weight=17909 1274228 27 39 20 3124 71 4965 31 26 847 33 46 30 31 23 37 38 46 27 34 33 49 230 16605 423 5500 33 49 23 654
leaf_count=17909 1274228 27 39 20 3124 71 4965 31 26 847 33 46 30 31 23 37 38 46 27 34 33 49 230 16605 423 5500 33 49 23 654
internal_value=-4.05942e-06 -0.000415919 0.000122181 0.00777408 -0.00146944 -0.00153785 -0.000794983 0.00460817 0.0104363 -0.00249468 6.14516e-05 3.67147e-05 0.00877913 -0.000812181 0.00678906 0.0112508 0.00270697 -0.00270292 -0.00186091 0.00641905 -0.0110916 4.6478e-06 0.000443229 4.02916e-05 0.00145102 0.00172366 -0.00839749 0.00185696 0.0104734 0.00175615
internal_weight=1.32523e+06 27437 18161 143 9276 9223 5192 227 53 4031 18018 17985 76 125 54 102 104 66 3184 71 60 1.29779e+06 23566 16835 6731 6308 82 6226 72 6154
internal_count=1325231 27437 18161 143 9276 9223 5192 227 53 4031 18018 17985 76 125 54 102 104 66 3184 71 60 1297794 23566 16835 6731 6308 82 6226 72 6154
is_linear=0
shrinkage=0.05


Tree=171
num_leaves=31
num_cat=1
split_feature=18 75 97 125 14 83 89 67 85 126 20 32 36 86 62 58 127 95 93 114 77 73 101 136 77 62 40 43 70 101
split_gain=1.71564 5.61498 3.0466 3.53453 2.7276 2.41239 2.97774 2.88967 3.29924 2.3666 2.68399 4.09185 2.21903 2.16613 1.99501 1.97148 1.95852 1.95375 2.02419 2.00165 2.51295 2.46824 2.31533 2.17895 2.33324 2.99577 2.35868 2.69339 2.30398 2.26657
threshold=5.4100000858306894 0.3677463978528977 1.0000000180025095e-35 -0.16504132002592084 0.50499999523162853 327.28894042968756 -0.89502853155136097 0.6850000023841859 0.86761468648910534 0.11319890245795251 4.0250000953674325 16.250000000000004 16.250000000000004 0.8446195423603059 0.21977756917476657 70.86420059204103 0.608738273382187 0.99577260017395031 -0.73663929104804982 -0.99901017546653736 3.1950000524520878 0.39145460724830633 -0.08130831271409987 0 13.97499990463257 0.24181573092937472 12.750000000000002 10.750000000000002 302.39411926269537 -0.4255934059619903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 2 5 -4 12 -1 13 -8 -9 15 11 -11 -3 -7 -5 -6 -16 19 -19 20 -12 22 -22 -21 26 28 27 -25 -26 -27
right_child=-2 4 3 14 9 6 7 8 -10 10 17 -13 -14 -15 16 -17 -18 18 -20 23 21 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=-8.6893867456734569e-07 4.4154076990985347e-06 0.019954088164700401 0.020222045605381333 -0.011195866679329248 -0.0050429975127734891 0.02391312192194164 0.011494967189112989 -0.012294292833884153 0.0076416568403753146 0.0020611375351420489 -0.0083355646245763648 0.023249365140994391 -0.00051134674666592709 0.0035322646118319508 -0.0017187260589619146 -0.0019125301460208195 0.013643572417398296 0.008357108935065893 -0.0073481175020998837 -0.0020315603799201149 0.029764008664060385 0.0032306933204050768 0.0057050541602075107 -0.00065782806618419512 0.0063604703592792374 0.011243278461088446 0.014779388897780641 -0.012438018551096322 0.024010512018576263 9.2246681136789316e-05
leaf_weight=17831 1297794 27 39 21 589 32 48 49 36 146 32 27 26 22 41 3442 42 23 190 2334 20 110 20 1641 71 51 24 50 25 428
leaf_count=17831 1297794 27 39 21 589 32 48 49 36 146 32 27 26 22 41 3442 42 23 190 2334 20 110 20 1641 71 51 24 50 25 428
internal_value=-3.85645e-06 -0.000395123 0.000116072 0.00738538 -0.00139596 5.8379e-05 0.00570785 0.0016875 -0.00385083 -0.00146096 -0.000755234 0.00536797 0.00991444 0.0156098 0.00257163 -0.00236995 0.00605497 -0.000966295 -0.00565225 -0.000758615 0.00438472 0.00709838 0.0177345 -0.000961056 0.000138284 0.00289521 -0.000785243 -0.00100615 0.0109568 0.00127952
internal_weight=1.32523e+06 27437 18161 143 9276 18018 187 133 85 9223 5192 173 53 54 104 4031 83 5019 213 4806 182 150 40 4624 2290 575 1715 1691 96 479
internal_count=1325231 27437 18161 143 9276 18018 187 133 85 9223 5192 173 53 54 104 4031 83 5019 213 4806 182 150 40 4624 2290 575 1715 1691 96 479
cat_boundaries=0 1
cat_threshold=4321
is_linear=0
shrinkage=0.05


Tree=172
num_leaves=31
num_cat=0
split_feature=15 63 35 94 88 99 109 52 124 29 52 120 84 36 91 95 88 12 60 88 19 102 2 107 95 66 87 27 54 31
split_gain=1.62637 4.79156 3.22225 3.97518 3.42866 2.93785 3.08006 2.91473 2.86033 2.788 3.74495 2.47215 2.297 2.507 2.70748 2.72752 3.37286 2.27907 2.56554 2.59015 2.23646 2.57964 2.22915 2.22766 3.1634 2.19658 2.15857 2.13417 2.11331 2.78119
threshold=0.60500001907348644 0.29362919926643377 13.750000000000002 0.7189440429210664 -0.48268397152423853 -0.99241578578948964 0.47278299927711492 0.66500002145767223 -0.0087262028828264185 1018.6499938964845 0.97500002384185802 -0.59480014443397511 0.73471269011497509 16.44999980926514 -0.95753550529479969 -0.95856603980064381 0.54183244705200206 0.70499998331069957 0.28347826004028326 -0.88264587521553028 11.120000362396242 0.025597827509045604 262.50000000000006 -0.99811765551567067 -0.94517433643341053 0.41499999165534979 0.858678698539734 274.50000000000006 0.064999999478459372 1015.0499877929689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 11 7 -7 8 26 -8 25 23 13 -6 -15 -16 -17 18 19 22 21 -10 -13 24 -4 -11 27 -3 -14 -30
right_child=-2 2 3 -5 12 6 9 -9 20 10 -12 17 28 14 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.6890171200825637e-05 2.3636873729518891e-06 0.018251071637496352 0.017942640364721971 -0.0088721164894986874 -0.0078626600712776371 -0.0024578401681371667 -0.0039771165647657543 -0.0020794359945207268 0.033360721855066146 0.0094375338875882647 -0.0038652756620043273 0.03176939679309726 0.0014263199737011376 -0.014559030916541815 -0.0050416364351500917 0.0037451067059379763 0.025950198344653477 -0.0028034583540125536 0.0013394215328743385 0.0027670051630500859 0.0037358767757921119 0.01009737698530609 0.0087052252270619981 -0.0035265491845914219 -0.0002242610233378413 0.030614601483568551 -0.0055648635705620106 -0.00065085384662130058 -0.0049178310078677049 -0.013407270650179791
leaf_weight=11380 1309719 32 27 246 121 646 41 94 26 24 24 20 59 25 72 118 20 257 432 49 23 22 22 1036 213 25 40 28 215 175
leaf_count=11380 1309719 32 27 246 121 646 41 94 26 24 24 20 59 25 72 118 20 257 432 49 23 22 22 1036 213 25 40 28 215 175
internal_value=-3.6644e-06 -0.000512631 -0.00197099 -0.00277297 -0.00224854 0.000459969 -0.00112069 0.00499319 0.00888106 0.00645647 0.0123164 -0.00116546 -0.00501476 -0.00201525 0.000995545 0.00284728 0.00696324 0.00105209 0.00294668 0.0105768 0.0165556 0.0226984 0.0196882 -0.00252102 0.00181952 0.0202422 0.00343216 0.00943017 -0.00739299 -0.00872719
internal_weight=1.32523e+06 15512 4132 3107 2861 1025 760 265 171 114 73 2056 805 356 235 210 138 780 523 91 71 48 42 1276 240 49 100 60 449 390
internal_count=1325231 15512 4132 3107 2861 1025 760 265 171 114 73 2056 805 356 235 210 138 780 523 91 71 48 42 1276 240 49 100 60 449 390
is_linear=0
shrinkage=0.05


Tree=173
num_leaves=31
num_cat=0
split_feature=99 60 52 23 119 12 92 66 54 91 121 23 63 56 86 81 53 5 87 118 74 84 55 120 75 42 30 24 57 86
split_gain=1.52702 2.49644 3.23492 3.13537 3.16873 3.06786 3.01563 3.20075 3.7323 3.66476 3.97375 3.94242 2.75273 2.74403 2.31177 2.3356 2.30773 3.60464 3.87494 3.2462 3.14877 3.03614 2.98919 2.91026 3.39692 3.06305 2.94825 2.81499 2.80965 4.20107
threshold=-0.98757517337799061 0.40888017416000372 0.14500000327825549 4.3250000476837167 -0.43049471080303187 2.9550000429153447 -0.88208690285682667 0.69499999284744274 0.2650000005960465 0.064467657357454314 -0.59480014443397511 5.9249999523162851 0.24213009327650073 197.32001495361331 0.58945041894912731 306.35031127929693 1.1250000000000002 0.15000000223517421 0.8723399043083192 0.58068084716796886 0.77900663018226635 0.86289614439010631 1.4650000333786013 -0.26722820103168482 0.75775408744812023 3.3500000238418584 1026.049987792969 280.50000000000006 237.20729827880862 0.8862820863723756
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -5 9 10 13 12 -12 -9 15 -8 17 18 19 -16 23 -21 -18 25 26 28 -25 -27 -19 -30
right_child=-2 2 -4 5 -6 -7 14 8 -10 -11 11 -13 -14 -15 16 -17 22 20 -20 21 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=0.0065880067407380095 1.2817101489755455e-05 0.0019690289272520558 -7.7506718374266865e-05 -0.0046742540876896022 -0.0041805848506836097 -0.003744518071749723 -0.0033152976902461155 0.0013660481254033664 -0.0012952877181759033 0.019149830690710933 -0.011985100076223415 0.020793966087512675 0.0079583142906607656 -0.013700878173112869 0.0058964987205148769 0.0033427235708431966 -0.0020923150982044758 -0.00050594981722678668 -0.0042302689358028915 0.035896501845369737 -0.0016260996719929524 0.0095188373327255247 -0.00013647814051012474 0.0031379463912440102 -0.0029809169472963383 -0.0013312875959123869 -0.013488837462608462 -0.0092501190903610288 0.0031272324444143714 -0.0012896905258636326
leaf_weight=74 1213345 1981 76389 657 889 695 947 92 5264 37 24 44 62 45 58 153 2331 2618 43 24 1585 20 12065 2128 274 642 27 136 1817 765
leaf_count=74 1213345 1981 76389 657 889 695 947 92 5264 37 24 44 62 45 58 153 2331 2618 43 24 1585 20 12065 2128 274 642 27 136 1817 765
internal_value=-3.48118e-06 -0.000180227 -2.57754e-05 -0.000541381 -0.00335309 -0.000458203 -0.00038651 -0.00137365 -0.000984197 0.00440259 0.00235897 0.00862083 0.00239271 -0.00358294 -0.000146782 -0.00238923 -4.62359e-05 0.000531665 0.00835854 0.0136656 0.000418085 0.0239067 -0.000453167 0.000803481 0.0022629 0.000210487 0.00292963 -0.00271556 0.000648268 0.00181858
internal_weight=1.32523e+06 111886 78370 33516 963 32553 31858 6225 5568 304 267 130 86 137 25633 1100 24533 10137 145 102 9992 44 14396 8407 2429 5978 2155 778 5200 2582
internal_count=1325231 111886 78370 33516 963 32553 31858 6225 5568 304 267 130 86 137 25633 1100 24533 10137 145 102 9992 44 14396 8407 2429 5978 2155 778 5200 2582
is_linear=0
shrinkage=0.05


Tree=174
num_leaves=31
num_cat=1
split_feature=113 107 102 13 20 117 2 92 107 61 11 23 33 12 18 20 87 55 88 101 122 37 76 119 120 20 43 120 53 136
split_gain=1.51186 3.60822 3.09211 2.61578 3.41205 3.5144 3.4038 3.84307 3.69757 2.67262 2.46531 2.67163 2.48558 2.75675 2.81295 2.61045 2.47952 2.12004 2.08184 1.93887 4.41392 4.86836 3.94786 3.81969 4.16917 5.85288 3.91751 4.8394 4.40298 4.50781
threshold=0.18222858756780627 -0.78190070390701283 -0.99296587705612172 0.50499999523162853 4.3350000381469735 -0.043617725372314446 102.50000000000001 0.34857968986034399 -0.99227714538574208 0.44472908973693853 10.150000095367433 4.8650000095367441 19.349999427795414 1.1749999523162844 6.9049999713897714 5.4249999523162851 0.81953620910644542 3.185000061988831 -0.3178799152374267 -0.064435686916112886 -0.9366365075111388 18.250000000000004 0.90500000119209301 0.46173103153705602 0.30069434642791754 4.0250000953674325 6.0499999523162851 -0.88697704672813404 0.034999999217689044 0
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=19 3 -3 18 6 10 7 -5 -8 -10 12 -12 -6 14 -14 16 -16 -15 -2 20 21 -1 -23 24 26 -26 27 28 -22 -30
right_child=1 2 -4 4 5 -7 8 -9 9 -11 11 -13 13 17 15 -17 -18 -19 -20 -21 23 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=2.3635466769104935e-05 -0.00075414541840427001 -0.0056165860158186483 8.4846724831493675e-05 0.02913629928302458 0.0011553752784529076 -0.0023874890713473816 0.021718362364031019 0.0038693415897863882 -0.0089768292503431442 0.009709117404605833 0.02282674939185381 0.004990027939237811 -0.013376896366445672 0.024443846712212849 0.0050624647299232694 0.0016062464758560256 0.024150218235121836 0.00793615372422787 -0.015530086879152805 1.018195851566758e-05 0.0051946093963094629 -0.0039112233381782633 0.0020839375808582236 0.00029743451090113288 0.012517698302521911 8.1998256176553383e-05 -0.0013147205303655964 -0.00065417765058356666 0.0023410688418174898 -0.00026303865402564473
leaf_weight=15107 59 241 17957 34 5428 593 21 27 50 31 25 131 26 23 46 308 27 126 40 1163431 488 290 5171 21241 95 23469 16340 44908 2136 7362
leaf_count=15107 59 241 17957 34 5428 593 21 27 50 31 25 131 26 23 46 308 27 126 40 1163431 488 290 5171 21241 95 23469 16340 44908 2136 7362
internal_value=-3.30712e-06 0.000380328 9.34143e-06 0.00134548 0.00146133 0.00128828 0.00860941 0.0179526 0.00302183 -0.00182542 0.00164328 0.00784848 0.00148152 0.0046655 0.00253527 0.00362114 0.0121223 0.0104843 -0.00672422 -1.07415e-05 -0.000188938 0.000486136 0.00176557 -0.000308596 -0.000444387 0.000132134 -0.000635098 -0.000432798 0.000562766 0.000324786
internal_weight=1.32523e+06 25193 18198 6995 6896 6733 163 61 102 81 6140 156 5984 556 407 381 73 149 99 1.30004e+06 136607 20568 5461 116039 94798 23564 71234 54894 9986 9498
internal_count=1325231 25193 18198 6995 6896 6733 163 61 102 81 6140 156 5984 556 407 381 73 149 99 1300038 136607 20568 5461 116039 94798 23564 71234 54894 9986 9498
cat_boundaries=0 1
cat_threshold=288
is_linear=0
shrinkage=0.05


Tree=175
num_leaves=31
num_cat=0
split_feature=17 32 81 60 8 126 35 41 25 86 21 4 28 91 25 87 96 93 38 92 92 63 84 84 23 100 88 38 123 9
split_gain=1.77117 1.67192 4.27288 3.08329 3.12394 2.9932 3.44627 3.28257 4.80559 3.52616 3.2247 2.75525 3.31904 3.10051 3.32225 3.9489 3.27494 2.68436 4.09025 2.67292 2.59782 2.58911 2.55672 2.51654 2.51481 2.50055 2.39404 2.5596 4.50497 2.46851
threshold=2.7999999523162846 11.550000190734865 316.61209106445318 0.43372562527656561 19.650000572204593 0.97988739609718334 10.250000000000002 10.949999809265138 308.50000000000006 0.85377523303031932 7.9349999427795419 9.7500000000000018 1015.8500061035157 0.09032738953828813 319.50000000000006 0.84041717648506176 -0.43565951287746424 0.25715731084346777 9.2500000000000018 -0.56554675102233876 0.10042292624711992 0.2962563037872315 0.86347487568855297 0.76178580522537243 6.7449998855590829 -0.74266532063484181 -0.022084193304181095 7.2500000000000009 -0.52247866988182057 3.3500000238418584
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 25 4 5 7 23 26 -9 -10 11 13 -13 17 -15 -16 20 -8 -19 -14 -17 -11 24 -7 -21 -2 27 28 -4 -29
right_child=1 -3 3 -5 -6 6 10 8 9 21 -12 12 19 14 15 16 -18 18 -20 22 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0095060258337316492 -0.0018508685817758795 3.7772334448022496e-05 0.024235620871186258 -0.00019484805818921274 0.0052662685680337608 0.004750915845664584 0.0014288103140898604 0.028337565565570478 -0.0053951280711654337 0.026366943866014483 0.02144147902261466 -2.9894582314387816e-05 0.02633342416957021 0.021183414559345692 -0.013417196159467236 -0.0085626427608076483 0.021635140938063464 0.0099836989244411027 -0.0046199134399625618 0.0090393631644970322 0.011016924989720185 0.00092528628418222071 0.0020534711950209125 -0.0034656164326661181 0.028939137723064053 -2.6158438038157558e-05 -0.0031881740609912834 0.00012476735015553076 0.0014126723249501085 -0.0018443213748825891
leaf_weight=49 1887 916998 25 18767 187 107 698 21 62 20 20 193 20 32 28 32 30 53 503 77 36 20 112 722 20 374354 2098 2003 160 7750
leaf_count=49 1887 916998 25 18767 187 107 698 21 62 20 20 193 20 32 28 32 30 53 503 77 36 20 112 722 20 374354 2098 2003 160 7750
internal_value=-1.07381e-07 2.43619e-07 -8.36848e-05 -0.000622226 -0.0011559 -0.00123682 0.00027476 -0.00157036 0.00655639 0.00207203 0.00147303 0.00125528 0.00480024 0.000195804 0.0067965 0.00314268 0.00787407 -0.000635862 -0.00322784 0.00887105 0.00180301 0.0136461 0.00720001 -0.0024051 0.0131424 -3.53101e-05 -0.00165341 -0.00132941 0.00449685 -0.00143992
internal_weight=1.32708e+06 1.32704e+06 410037 33796 15029 14842 2683 12159 123 102 1854 1834 422 1412 158 126 98 1254 556 229 68 40 209 829 97 376241 12036 9938 185 9753
internal_count=1327084 1327035 410037 33796 15029 14842 2683 12159 123 102 1854 1834 422 1412 158 126 98 1254 556 229 68 40 209 829 97 376241 12036 9938 185 9753
is_linear=0
shrinkage=0.05


Tree=176
num_leaves=31
num_cat=3
split_feature=92 28 23 13 61 57 117 16 88 53 136 136 88 87 4 34 102 122 136 127 81 126 64 53 79 121 30 28 57 85
split_gain=1.63914 5.80926 4.9621 5.55199 4.5608 5.35005 4.51213 4.38267 3.91926 4.05023 3.74152 3.47827 6.05223 5.24476 5.85794 4.25959 3.90691 3.60813 4.51636 3.72657 4.79631 3.55339 3.74195 3.98947 3.51876 3.44477 3.43776 3.79203 3.43525 3.42213
threshold=-0.11000641062855719 1022.3500061035157 8.0650000572204608 3.054999947547913 0.25425215065479284 225.28156280517581 0.061046212911605842 13.344999790191652 0.043037466704845435 3.4450000524520878 0 1 -0.71459215879440297 0.87344786524772655 5.7500000000000009 13.150000095367433 0.12461464107036592 -0.96811076998710621 2 -0.19936034083366391 270.69535827636724 0.90992662310600292 1.5149999856948855 0.34499999880790716 4.5750000476837167 0.7933231294155122 1028.9500122070315 1025.049987792969 226.04405212402347 0.83070719242095958
decision_type=2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 10 -2 26 -8 13 -13 14 17 -14 25 -6 -19 29 -21 22 23 -15 -17 -16 27 -10 -5 -20
right_child=8 -3 6 28 11 -7 7 -9 9 -11 -12 12 15 21 16 24 -18 18 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00017755979670508383 -2.2991410613201525e-05 -0.00098320731848443744 0.00021638733517460285 -0.0034608052728641019 0.0011977395403419938 0.0017539934327124884 0.0023168974298666423 -0.00044201789645419165 -0.0006639034670113844 -0.0043663681887609494 0.00043705526698885561 0.00022311871119541621 -0.0011965134700698125 -0.0040651119644484314 -0.0013623546253916903 -0.0010458948851006715 -6.7267009534910288e-05 0.00080909160089884008 0.001135989527479176 -0.0013173981379440819 -1.5168517171855503e-05 -0.00085937302038177404 0.00059352370209246055 0.0021615946166279169 0.00011921717187129842 0.0029995271239552832 0.017044068265844276 -0.010489135101204739 -0.0007369853895359275 -0.00057037366160484252
leaf_weight=14128 1009198 11899 21142 1532 8877 8694 8685 2808 5466 901 3831 44474 17918 268 12976 9231 16845 17350 8869 10284 22631 3341 27856 6407 21747 469 27 100 4736 4394
leaf_count=14128 1009198 11899 21142 1532 8877 8694 8685 2808 5466 901 3831 44474 17918 268 12976 9231 16845 17350 8869 10284 22631 3341 27856 6407 21747 469 27 100 4736 4394
internal_value=-1.02011e-07 0.000100257 0.000143304 6.75238e-05 0.000103416 0.000778099 0.000689898 0.00134318 -3.08702e-05 -0.00125527 0.0017437 3.75961e-05 -0.000198953 0.000194721 9.26417e-06 -0.000582894 -0.000574587 0.000253513 0.000121573 -0.000136887 -0.000422039 0.000697664 0.000848313 0.00191159 -0.00022797 -0.0012102 -0.000754089 -0.000840426 -0.00140273 0.000570676
internal_weight=1.32708e+06 311392 299493 263027 256759 22822 36466 15324 1.01569e+06 6494 12516 233937 93370 140567 102695 48896 30290 72405 63528 46178 32915 37872 34531 6675 30978 13445 5593 5566 6268 13263
internal_count=1327084 311392 299493 263027 256759 22822 36466 15324 1015692 6494 12516 233937 93370 140567 102695 48896 30290 72405 63528 46178 32915 37872 34531 6675 30978 13445 5593 5566 6268 13263
cat_boundaries=0 1 2 3
cat_threshold=853 870 66
is_linear=0
shrinkage=0.05


Tree=177
num_leaves=31
num_cat=1
split_feature=17 25 107 92 75 21 93 91 17 94 56 25 92 23 136 72 17 52 41 54 28 52 54 116 104 36 21 13 73 78
split_gain=1.59683 1.61888 3.64197 4.87339 4.92353 3.62912 3.73746 3.57332 3.4013 9.73242 4.068 4.53049 3.49485 7.65572 4.38297 4.25596 5.46344 5.84256 4.58502 5.38211 4.56558 4.1051 3.88223 3.92834 3.81991 5.57652 4.29731 3.75521 3.75156 3.7396
threshold=2.7999999523162846 206.50000000000003 -0.61958619952201832 -0.9213082194328307 0.46569761633872991 6.7750000953674325 -0.92129546403884877 0.79729056358337413 13.344999790191652 0.098512608557939543 203.37102508544925 229.50000000000003 -0.052216427400708192 8.1250000000000018 0 0.72623831033706676 6.9049999713897714 0.30500000715255743 11.250000000000002 0.69499999284744274 1022.2500000000001 0.66500002145767223 1.9550000429153445 0.90992662310600292 0.73972323536872875 13.250000000000002 5.6949999332427987 0.78499999642372142 0.7912701964378358 5.0050001144409189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -4 12 10 11 -10 13 15 21 16 18 24 -3 -20 29 -15 -17 -24 26 -26 -18 -21 -28 -19
right_child=1 8 7 4 -6 -7 -8 -9 9 -11 -12 -13 -14 14 -16 22 17 20 19 27 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0090260474353420495 -0.001191969659027092 -0.00053676157717725702 -3.1123366956029467e-05 0.0021773337407744587 0.00056262229990547321 0.00063476662998138047 0.00059487475135370105 -0.0074652572812075602 -0.00079873839557910496 -1.7784275645042234e-05 -0.00054484915353721758 -0.0031445205766947402 -2.5214949080675831e-05 0.024663181700743737 0.00055103826156349363 -0.00057443756027467725 0.00096854757673224458 -4.4766752079207699e-06 -0.0019575895863341527 -0.0060637119481889686 -0.0014118969103778236 0.0019819929196428828 0.00015254238065440332 -0.0039566245962670442 0.036286862250417475 -0.0010511950682848693 0.0048261547090053813 0.0029159370854796515 -0.0051317181997159664 0.00070946797946220012
leaf_weight=49 8208 25097 72928 6783 15529 12887 4548 162 5318 260758 57261 3358 650374 20 13347 33856 2948 27363 904 122 3338 7899 53628 588 20 20 1489 2549 101 55632
leaf_count=49 8208 25097 72928 6783 15529 12887 4548 162 5318 260758 57261 3358 650374 20 13347 33856 2948 27363 904 122 3338 7899 53628 588 20 20 1489 2549 101 55632
internal_value=-9.55686e-08 2.37709e-07 0.000174553 0.000513145 0.00105351 4.29763e-05 -0.000554892 -4.76007e-05 -1.72582e-05 -0.000155016 -0.000697721 -0.00170666 3.39246e-05 0.000201942 0.00110548 0.00010941 0.00030367 0.000493467 -0.000298124 0.00137714 0.000401164 0.0020367 -0.000154352 0.000107976 0.00223413 0.0176178 0.00209853 0.00250578 0.00419361 0.000474084
internal_weight=1.32708e+06 1.32704e+06 121045 47955 22312 25643 12756 73090 1.20599e+06 326695 65937 8676 879295 228921 21266 207655 119583 90911 28672 3575 86333 7919 88072 54216 4578 40 4538 2671 1590 82995
internal_count=1327084 1327035 121045 47955 22312 25643 12756 73090 1205990 326695 65937 8676 879295 228921 21266 207655 119583 90911 28672 3575 86333 7919 88072 54216 4578 40 4538 2671 1590 82995
cat_boundaries=0 1
cat_threshold=832
is_linear=0
shrinkage=0.05


Tree=178
num_leaves=31
num_cat=1
split_feature=85 89 19 1 53 60 136 88 52 43 96 39 39 112 34 16 29 6 71 53 0 8 111 53 57 53 16 99 71 17
split_gain=1.55042 3.14205 3.22482 2.59465 3.21507 2.74147 3.3216 2.75502 2.71017 2.68402 2.49642 2.81737 3.18717 2.41221 2.69278 3.07869 2.46783 2.48014 2.8834 2.93749 2.70366 2.69426 3.40896 3.23651 2.45454 2.4497 2.38226 3.65298 2.37322 2.36602
threshold=0.90016907453536998 0.28786259889602667 7.4149999618530282 10.500000000000002 1.9750000238418581 0.44257080554962164 0 0.26280753314495092 0.10500000044703485 12.050000190734865 -0.77262371778488148 18.150000572204593 10.550000190734865 -0.49240480363368982 18.150000572204593 6.9049999713897714 1018.1499938964845 9.1500000953674334 293.32595825195318 5.4549999237060556 314.50000000000006 7.8500001430511483 0.84480771422386181 2.054999947547913 204.21155548095706 2.1350001096725468 8.0099999904632586 -0.77065631747245777 268.21707153320318 10.405000209808351
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 4 -2 6 9 8 29 13 11 12 -3 14 -5 -16 17 20 -19 24 25 -22 23 -23 -20 -15 -17 -28 -8 -7
right_child=1 2 -4 5 -6 7 28 -9 -10 -11 -12 -13 -14 16 15 26 -18 18 19 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.0750304552672273e-05 0.0019647836386363572 0.01361502938988534 -0.0009137046619905418 -0.00058436323181446505 -0.00019828606649559841 0.0020639161648629777 -0.0002302302871712553 0.0071646348178845401 -0.00013794538888090257 0.0079229181795548911 -0.010729710154761589 0.012876104760915042 -0.0062168345794361814 -0.0090086668240837754 0.024105473000201442 -0.0078274879905888255 -0.0091238190852733249 -0.0050415021316298561 -0.0045750062510955571 -0.0034278415634922455 0.00063536057005757879 0.03684904460041296 -0.00058834226457057178 0.014353178584697977 0.007399524352863375 0.0051803540326581582 -0.00031371459584025776 0.021450075780552243 -0.0018575886003730547 0.014637040324771824
leaf_weight=1275750 2894 22 971 7494 4227 922 3181 134 22202 104 173 25 256 40 21 34 46 155 51 131 46 21 27 67 266 127 51 31 7576 39
leaf_count=1275750 2894 22 971 7494 4227 922 3181 134 22202 104 173 25 256 40 21 34 46 155 51 131 46 21 27 67 266 127 51 31 7576 39
internal_value=-9.05829e-08 -0.000269508 -0.00256636 -0.000202886 0.000680793 -0.000350028 -0.000787944 1.59322e-05 -2.54237e-05 -6.13433e-05 -0.00593764 -0.00320157 -0.00464741 -0.000157879 -0.000457369 0.00648929 0.00218134 0.00273991 0.000836597 0.00287031 0.006239 0.0108623 0.0149531 0.0197215 0.00547302 0.00178179 0.00330016 0.00791406 -0.00137508 0.00257417
internal_weight=1.32708e+06 51334 1447 49887 7121 42766 19469 23297 23163 8712 476 303 278 8608 7631 137 977 931 603 448 328 161 115 88 317 167 116 82 10757 961
internal_count=1327084 51334 1447 49887 7121 42766 19469 23297 23163 8712 476 303 278 8608 7631 137 977 931 603 448 328 161 115 88 317 167 116 82 10757 961
cat_boundaries=0 1
cat_threshold=1287
is_linear=0
shrinkage=0.05


Tree=179
num_leaves=31
num_cat=2
split_feature=56 53 9 4 122 99 136 95 104 113 112 6 8 136 80 89 91 53 20 113 91 89 114 104 122 39 60 103 29 26
split_gain=1.49813 3.96504 4.16615 3.44964 3.24277 2.87579 2.82587 2.80538 2.6781 2.62175 2.5458 2.81957 2.58064 2.36562 2.34052 2.23177 2.10652 3.61205 3.61972 2.06909 2.2395 2.60909 2.00486 3.12053 2.69107 2.34878 2.66113 1.99821 4.50787 1.96447
threshold=339.46319580078131 0.46500000357627874 1.9499999880790713 15.650000095367433 0.43049471080303198 -0.96370539069175709 0 0.28062973916530615 -0.99929526448249806 -0.77159520983695973 -0.25037047266960138 2.2500000000000004 8.4499998092651385 1 351.14646911621099 -0.99333640933036793 -0.98404657840728749 1.3149999976158144 6.0050001144409189 0.078456107527017607 -0.95642778277397145 0.75777408480644237 -0.98897820711135853 -0.9908446967601775 -0.68832838535308827 14.150000095367433 0.22003787755966189 0.28589612245559698 1015.3500061035157 339.50000000000006
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 6 8 -2 -4 9 -3 -7 13 -12 14 16 -13 -8 17 18 -10 20 -17 22 23 -22 -24 26 -26 28 -14 -28
right_child=1 4 3 -5 -6 7 15 -9 10 -11 11 12 27 -15 -16 19 -18 -19 -20 -21 21 -23 24 -25 25 -27 29 -29 -30 -31
leaf_value=-3.5458765002890124e-06 5.5114581034733708e-05 0.015681918103504798 -0.004899697084724903 0.023186731543391945 -0.0047814157059194728 0.025019052385219506 0.013387888757621542 0.035278901075944301 0.0032192392404848599 3.4513678179965134e-05 0.017000416932361467 -0.00022233509917625048 0.030137126875871962 0.00084688604590195935 -0.015918533314640323 0.0081650399377569561 -0.00266303659882129 -0.0020001268006695837 0.028902002707447694 0.015684534156180274 -0.00056831698166206481 -0.016499250430968546 -0.0084592777460634917 0.022287980816327036 -0.01128677529632114 0.0099046767799575858 0.004155122688032472 0.0031559164253634436 -0.002661365029634908 -0.0043899958492607206
leaf_weight=1321479 26 29 115 20 307 21 51 20 34 21 35 114 22 2267 30 125 1088 107 23 29 32 21 73 28 44 76 243 491 20 93
leaf_count=1321479 26 29 115 20 307 21 51 20 34 21 35 114 22 2267 30 125 1088 107 23 29 32 21 73 28 44 76 243 491 20 93
internal_value=-8.60538e-08 0.000815629 0.00360511 0.00264102 0.000181629 0.0140129 0.00219917 0.0198662 0.000539295 0.0125268 0.000435504 0.00316216 0.00244674 -0.00011618 -0.00349238 0.00322144 -0.00185198 0.00341577 0.0135825 0.00258496 0.00206811 0.000818735 0.00143618 0.010098 0.000453753 0.00188062 0.000275808 0.0040513 0.0145188 0.00178996
internal_weight=1.32708e+06 5605 1038 950 4567 88 930 62 4260 42 4231 712 677 3519 144 815 1252 164 57 764 735 610 589 60 529 456 380 533 42 336
internal_count=1327084 5605 1038 950 4567 88 930 62 4260 42 4231 712 677 3519 144 815 1252 164 57 764 735 610 589 60 529 456 380 533 42 336
cat_boundaries=0 1 2
cat_threshold=101 7297
is_linear=0
shrinkage=0.05


Tree=180
num_leaves=31
num_cat=0
split_feature=15 75 56 38 104 0 57 95 61 127 77 61 69 24 87 39 107 67 30 37 61 57 36 110 61 25 60 117 94 93
split_gain=2.13852 5.39212 2.69286 2.7317 2.85712 2.52331 3.12258 2.36726 2.35081 2.61476 2.94511 3.42348 3.66432 6.65909 3.59033 2.85465 2.11585 1.99494 2.00027 2.7811 2.71841 2.52017 2.2857 2.09679 3.7599 4.36722 4.14697 2.23259 1.93792 2.50703
threshold=0.63499999046325695 0.35262320935726171 209.24577331542972 19.849999427795414 -0.98059016466140736 272.50000000000006 315.88903808593756 -0.97492295503616322 0.3940932452678681 0.31729258596897131 2.2350000143051152 0.26819320023059851 268.64971923828131 245.50000000000003 0.80161041021347057 16.250000000000004 -0.99227714538574208 2.4450000524520878 1019.8500061035157 11.750000000000002 0.29075704514980322 315.88903808593756 11.050000190734865 0.008202371187508108 0.29356558620929724 248.50000000000003 0.32193282246589666 -0.91702514886856068 -0.99068731069564808 -0.99767768383026112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 5 17 -5 6 7 16 9 10 11 12 13 -9 -13 -15 -3 18 20 22 -4 23 -20 27 25 -25 -27 -21 -1 -30
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11 -12 14 -14 15 -16 -17 -18 -19 19 21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0073010931364618815 1.2876242795301833e-05 0.0027315423002137861 -0.0045079998623979659 0.0014370236763512935 0.019021440782781805 -0.0060027820659194929 0.013896547307570777 0.0010311916429135537 -0.0052465300206340874 -0.0060682269653754561 -0.0037079311979327416 -0.0025053795360307669 -0.0037055760587784738 0.018014102116884555 0.012379478609335482 0.041460635282454042 -0.01142490372866771 0.010139630994710484 0.0040565885606412893 0.0093369079123744193 -0.0011442778510208803 0.016712272404269739 0.024516937773053846 -0.0015043284441973712 -0.0006396594570062525 0.034383147561715711 0.0051389229907230901 -0.0040590873009633682 -0.012518569789826871 1.6227729469963332e-05
leaf_weight=91 1304627 34 772 77 33 602 30 45 303 141 181 197 34 34 51 21 118 38 39 34 2706 22 21 37 253 27 22 365 40 14510
leaf_count=91 1304627 34 772 77 33 602 30 45 303 141 181 197 34 34 51 21 118 38 39 34 2706 22 21 37 253 27 22 365 40 14510
internal_value=4.84214e-06 -0.000497194 -0.00172832 -0.00106892 0.00671235 -0.00336524 -0.00202983 -0.00244207 -0.00156414 2.07457e-05 0.00154569 0.00403498 0.0104744 0.0152956 0.00055562 0.0269664 -0.00825833 -0.00126632 -0.00136716 0.000854302 -0.00189091 3.61385e-05 0.0112177 -0.000460982 0.0024304 0.0114621 0.0212531 -0.00291757 2.72605e-05 -1.82322e-05
internal_weight=1.3255e+06 20878 6237 4446 110 1791 1189 1159 1007 704 563 382 134 100 248 55 152 4336 4298 820 3478 760 60 738 339 86 49 399 14641 14550
internal_count=1325505 20878 6237 4446 110 1791 1189 1159 1007 704 563 382 134 100 248 55 152 4336 4298 820 3478 760 60 738 339 86 49 399 14641 14550
is_linear=0
shrinkage=0.05


Tree=181
num_leaves=31
num_cat=0
split_feature=15 75 0 53 112 38 85 58 65 122 59 31 79 4 105 61 77 8 4 23 16 118 62 30 107 37 33 54 88 71
split_gain=1.93002 4.86639 2.63346 2.98009 2.54268 3.89709 3.55142 2.43699 2.84974 2.27137 2.65191 3.12414 2.79605 2.63873 2.50181 2.37834 2.37532 2.28488 2.56789 2.22254 2.15573 2.13293 2.71395 3.16109 2.88556 2.12811 2.13198 1.94265 1.92913 1.77744
threshold=0.63499999046325695 0.35262320935726171 112.50000000000001 0.18500000238418582 -0.99535831809043873 12.750000000000002 0.87972703576087963 211.66360473632815 3.5449999570846562 -0.46173103153705591 231.29286956787112 1016.7500000000001 1.5349999666213991 3.4500000476837163 -0.998418629169464 0.24133883416652682 0.51499998569488536 8.2500000000000018 5.8500001430511483 4.2049999237060556 15.405000209808351 0.82409480214118969 0.25800564885139471 1020.0499877929689 -0.99028816819190968 16.94999980926514 14.250000000000002 0.14500000327825549 -0.81108349561691273 270.05831909179693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 27 8 9 10 11 12 17 -14 25 -13 -11 18 20 -5 -4 22 23 24 -21 26 -12 -7 -24 -30
right_child=-2 2 7 19 5 6 -8 -9 -10 16 14 15 13 -15 -16 -17 -18 -19 -20 21 -22 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=2.5897477270121024e-05 1.2232430841661171e-05 -0.0046486690479876662 -0.006373606918348095 -0.0103572678156471 -0.0070893333945423369 0.0027671468777892491 0.03574406739324331 -0.0013573402885218829 0.013422107859514655 -0.013870189209027509 -0.0011379954244556099 0.020951489834114909 0.01725386820733547 -0.0013031476853801957 -0.0075767993025029155 0.0027612597659219711 -0.0050643976253480945 -0.020000591598775076 0.0095458598666344624 0.016119437970753228 0.0079130212278587034 -0.011608147035752026 0.0024697026524327535 0.02364465531606514 -0.0041568297674839799 -0.0069202003396293598 0.018786596478894354 0.022884789359814025 -0.0046937319896183912 0.0073368359649819987
leaf_weight=14641 1304627 29 295 51 20 30 20 3708 24 95 29 20 30 53 355 177 395 23 33 28 29 35 313 26 47 42 25 20 250 35
leaf_count=14641 1304627 29 295 51 20 30 20 3708 24 95 29 20 30 53 355 177 395 23 33 28 29 35 313 26 47 42 25 20 250 35
internal_value=4.60003e-06 -0.000472334 -0.0016419 0.000853534 0.00822684 0.0123756 0.017937 -0.00206491 -0.00367947 -0.00393583 -0.00268512 -0.00066578 -0.00290969 0.00540421 -0.00564024 0.00460798 -0.00677164 -0.00472562 -0.00374152 -0.000264202 -0.00509487 0.000437088 0.00104021 0.00862113 0.00341298 0.00152099 0.00808635 0.0108142 -0.000240179 -0.00321629
internal_weight=1.3255e+06 20878 6237 904 119 90 70 5333 1625 1601 1111 660 463 83 451 197 490 380 357 785 324 734 699 101 75 96 54 50 598 285
internal_count=1325505 20878 6237 904 119 90 70 5333 1625 1601 1111 660 463 83 451 197 490 380 357 785 324 734 699 101 75 96 54 50 598 285
is_linear=0
shrinkage=0.05


Tree=182
num_leaves=31
num_cat=0
split_feature=15 63 56 31 21 43 91 57 98 86 89 74 61 93 95 121 63 7 60 0 52 9 95 79 63 97 60 88 52 115
split_gain=1.74184 4.58975 3.14728 2.72737 3.94612 2.68858 2.62757 2.51964 2.47896 2.30818 2.15296 2.09546 2.6359 2.01524 2.63181 3.14131 4.0108 2.89348 2.72669 2.37654 2.45761 4.15299 4.59466 2.96435 2.21384 2.06672 1.93827 2.57682 2.23607 2.92225
threshold=0.63499999046325695 0.2908493578433991 197.32001495361331 1025.850036621094 4.5650000572204599 16.050000190734867 -0.27129027247428888 72.23178863525392 -0.9995434284210204 0.90507459640502941 0.19719612598419192 0.72954785823822033 0.42496696114540106 -0.71836143732070912 -0.8819289207458495 -0.50751903653144825 0.3827542662620545 1.4499999880790713 0.40088365972042089 226.50000000000003 0.66500002145767223 5.2500000000000009 -0.16943271458148954 0.5249999761581422 0.32828776538372045 -0.92505079507827748 0.43157230317592626 -0.59658455848693837 0.58499997854232799 -0.95368063449859608
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 7 -5 6 8 9 -3 -4 -8 -10 -13 -9 15 16 17 -15 -17 20 21 23 -23 -16 -25 -19 27 -21 29 -29
right_child=-2 2 3 4 -6 -7 10 13 11 -11 -12 12 -14 14 19 18 -18 25 -20 26 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=6.8513621303018231e-06 1.1620808251519284e-05 0.0095912380465673977 -0.0088001053975082771 0.0276622300548479 0.00057197500016006484 0.0078100622492901827 -0.0062172679872567055 -0.0026387050041901069 -0.0042598101349290369 0.005603492505509745 -0.016542049693957634 0.013644305619068051 -0.006371874914600931 0.028902120573016318 0.014731324258526522 -0.0079604496259855322 0.00044458591134635488 0.00099008811914638901 0.0071492285176645966 -0.00462914980895521 -0.00065616418578680477 0.0054628246042799826 0.028690499880097132 0.014809074704535305 -0.0026931378893295232 0.016863487288355829 -0.00024278831736831492 0.00013285525825007687 -0.0031722967237924581 0.0239092365372926
leaf_weight=15155 1304627 38 177 20 41 47 272 1222 728 33 62 38 29 26 35 79 99 37 48 733 579 60 33 20 187 46 924 28 58 24
leaf_count=15155 1304627 38 177 20 41 47 272 1222 728 33 62 38 29 26 35 79 99 37 48 733 579 60 33 20 187 46 924 28 58 24
internal_value=4.37003e-06 -0.000448718 -0.0016551 -0.0010467 0.00945403 -0.00391483 -0.00438704 -0.0011907 -0.00288472 -0.00653668 -0.00813384 -0.00348106 0.00498059 -0.000925801 -0.000231779 0.0039466 0.00772992 0.0143469 -0.00224971 -0.000753882 0.00131597 0.00472453 0.0137049 0.00127339 -0.0010021 0.00978739 -0.00182454 -0.00355827 0.00357771 0.0111066
internal_weight=1.3255e+06 20878 5723 4509 61 1214 1167 4448 833 210 334 795 67 4238 3016 335 208 109 127 2681 914 335 93 242 207 83 1767 843 110 52
internal_count=1325505 20878 5723 4509 61 1214 1167 4448 833 210 334 795 67 4238 3016 335 208 109 127 2681 914 335 93 242 207 83 1767 843 110 52
is_linear=0
shrinkage=0.05


Tree=183
num_leaves=31
num_cat=1
split_feature=56 54 122 120 122 23 58 3 63 100 59 136 94 52 54 84 103 67 89 58 10 76 60 2 94 91 10 87 12 84
split_gain=1.70804 4.75327 2.88192 2.51399 2.44327 2.75811 2.32233 2.42373 2.6936 2.01613 3.02381 2.19567 3.23445 3.41028 3.43758 2.5391 3.01197 2.36145 2.28267 2.32269 2.07142 2.94374 1.87028 1.83629 2.28389 2.6049 2.50762 2.27867 2.1749 2.08849
threshold=339.46319580078131 0.42499999701976782 0.47714059054851538 -0.99535831809043873 0.96359375119209301 4.6849999427795419 301.06782531738287 337.50000000000006 0.31982511281967169 -0.62696632742881764 272.70993041992193 0 -0.99068731069564808 2.7649999856948857 1.2150000333786013 0.85883107781410228 -0.099447701126337038 1.3949999809265139 -0.99896696209907521 278.91940307617193 8.9499998092651385 5.0250000953674325 0.32193282246589666 354.50000000000006 -0.12514110654592511 -0.55981045961379994 6.4500000476837167 0.84871387481689464 2.1250000000000004 0.88260146975517284
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 -2 5 -5 23 -8 -9 10 20 12 13 14 -11 -13 17 -17 19 -14 21 -3 -19 24 25 28 -27 -28 -7 -26
right_child=1 2 -4 4 -6 6 7 8 -10 11 -12 15 18 -15 -16 16 -18 22 -20 -21 -22 -23 -24 -25 29 26 27 -29 -30 -31
leaf_value=4.6946340293896453e-07 0.016876099716771294 -0.0039273268484976143 -0.0047582102565226119 -0.006260557348748118 0.020864894082769755 0.005568725236278195 0.0042777038697108978 0.027300666380793821 0.0076645807633758528 0.0046661072454991792 0.025051161139272155 -0.0043418601734503143 -0.00052642977237701415 -0.0043552045498720625 0.032106839805841447 0.021930523554759999 -0.00068134035650814636 -0.0080554268730338666 0.00062435068113433911 0.019957304072956886 -0.0097107328892558492 0.020356226895147794 0.013308962226091398 0.013761916181870872 -0.0027988173488921256 0.0044275058623479335 0.031810834679914558 0.0095540772516118453 -0.0088550413631506876 0.0050754480049245033
leaf_weight=1319950 37 24 274 71 20 89 105 31 40 21 20 469 25 22 25 27 573 20 3005 31 22 26 21 35 267 49 23 23 37 123
leaf_count=1319950 37 24 274 71 20 89 105 31 40 21 20 469 25 22 25 27 573 20 3005 31 22 26 21 35 267 49 23 23 37 123
internal_value=4.15153e-06 0.000879064 0.000214754 0.00409922 0.00358143 0.00319434 0.00401101 0.00910263 0.0162381 0.000529368 0.0078521 0.000370441 0.001047 0.011836 0.0195795 -0.00153235 0.000499369 0.0104486 0.000810745 0.0108128 0.00307458 0.00870012 0.00288731 0.00262381 0.00198579 0.0060467 0.0122983 0.0206825 0.00133317 -0.000315395
internal_weight=1.3255e+06 5555 4605 950 913 893 822 176 71 4331 92 4239 3129 68 46 1110 641 68 3061 56 72 50 41 646 611 221 95 46 126 390
internal_count=1325505 5555 4605 950 913 893 822 176 71 4331 92 4239 3129 68 46 1110 641 68 3061 56 72 50 41 646 611 221 95 46 126 390
cat_boundaries=0 1
cat_threshold=918
is_linear=0
shrinkage=0.05


Tree=184
num_leaves=31
num_cat=1
split_feature=90 94 13 99 76 59 127 114 122 61 0 17 18 18 68 81 88 79 113 114 78 30 64 98 121 12 62 136 87 52
split_gain=1.63557 3.20086 3.37567 3.20968 2.77922 2.53222 2.39872 2.34691 2.40051 2.34265 5.15827 4.25946 3.91779 4.01584 2.63349 3.30413 2.35348 2.26489 2.80368 2.45181 2.7844 3.07224 2.05617 2.7472 2.64109 2.57256 2.20391 2.22244 2.09742 2.06499
threshold=0.44150115549564367 0.75182065367698681 3.2749999761581425 -0.98874372243881214 0.5249999761581422 283.54281616210943 -0.53727915883064259 -0.55191597342491139 0.0087262028828263907 0.27123594284057623 246.50000000000003 11.775000095367433 9.5450000762939471 6.4600000381469735 267.97215270996099 318.84194946289068 0.043037466704845435 5.1849999427795419 -0.97988739609718312 -0.3172925859689712 30.835000038146976 1015.3500061035157 24.605000495910648 -0.151522621512413 0.90255093574523937 0.63499999046325695 0.42700585722923284 0 0.92663154006004345 0.2650000005960465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=-1 3 6 9 7 -4 -3 -5 -9 10 11 12 13 -2 16 -16 -12 -8 -19 -20 21 -21 24 -24 26 -26 27 -6 -29 -28
right_child=1 2 5 4 22 -7 17 8 -10 -11 14 -13 -14 -15 15 -17 -18 18 19 20 -22 -23 23 -25 25 -27 29 28 -30 -31
leaf_value=9.3631612374359783e-06 0.024427829235792162 0.0037060667138101295 -0.0014394663286873618 -0.0086725613644641885 -0.002518342744614631 0.017767961905337869 -0.0093531595702746502 0.0091647438146173956 -0.010159156121313573 -0.0038804923573995259 0.0058152429206187236 -0.012104595816609534 0.029018730286938639 0.0011679243480557488 -0.01310671956221364 0.006105990945522128 -0.011636644005775451 0.010405468869222594 -0.0054938907508012653 0.023046749725705015 -0.0074522871529916299 0.00059317967567879427 -0.0049698704607814732 0.0099570088156992025 0.0093117927493793617 -0.0048574944297018066 0.012927738267928363 0.00050829020738533601 -0.011267622986710385 0.0023794854100126928
leaf_weight=1313005 25 92 37 164 677 32 207 45 25 988 85 22 26 72 98 29 25 35 535 25 40 39 330 34 35 378 50 7668 38 644
leaf_count=1313005 25 92 37 164 677 32 207 45 25 988 85 22 26 72 98 29 25 35 535 25 40 39 330 34 35 378 50 7668 38 644
internal_value=3.94395e-06 -0.000565292 -0.00321848 -0.000324009 -1.56157e-05 0.00746833 -0.00397634 -0.00540113 0.00226335 -0.00259486 0.00073028 0.00815843 0.0117827 0.00716275 -0.00381437 -0.00871957 0.0018489 -0.00477858 -0.00337363 -0.00412836 0.00289626 0.00936411 0.000112273 -0.0035756 0.000253725 -0.00365671 0.000431649 0.000207479 0.000449637 0.00313945
internal_weight=1.3255e+06 12500 1042 11458 10088 69 973 234 70 1370 382 145 123 97 237 127 110 881 674 639 104 64 9854 364 9490 413 9077 8383 7706 694
internal_count=1325505 12500 1042 11458 10088 69 973 234 70 1370 382 145 123 97 237 127 110 881 674 639 104 64 9854 364 9490 413 9077 8383 7706 694
cat_boundaries=0 1
cat_threshold=5124
is_linear=0
shrinkage=0.05


Tree=185
num_leaves=31
num_cat=0
split_feature=56 53 112 14 24 5 13 18 63 95 23 52 94 80 1 36 108 66 84 36 80 36 90 15 14 89 89 86 64 31
split_gain=1.72879 3.12333 2.53232 3.28367 2.2582 2.37936 4.61818 2.30797 3.04714 3.81822 4.6232 4.00727 3.8363 3.17791 5.23349 4.0166 2.83616 2.69529 2.51266 2.98437 2.99135 2.97919 3.33752 2.9597 2.62209 2.5217 3.1062 2.61222 2.64672 2.84802
threshold=339.46319580078131 1.5549999475479128 -0.28400452435016627 1.3750000000000002 358.50000000000006 15.050000190734865 2.7749999761581425 6.4600000381469735 0.24680136144161227 0.051795497536659248 5.1849999427795419 0.89499998092651378 -0.92999947071075428 269.53987121582037 313.50000000000006 13.050000190734865 -0.21984602510929105 0.97500002384185802 0.87968111038208019 15.949999809265138 306.89891052246099 17.750000000000004 -0.45347794890403742 1.3550000190734866 1.5549999475479128 0.28786259889602667 -0.91791957616806019 0.8772568702697755 27.355000495910648 1016.0499877929689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 7 -7 16 9 12 17 -12 -9 -14 15 -15 -2 -11 19 20 -10 22 -21 -20 -25 26 -26 -28 29 -29
right_child=1 2 3 -5 -6 6 -8 8 18 10 11 -13 13 14 -16 -17 -18 -19 23 21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-5.6687994785397267e-06 0.016160677315755972 -0.00094877342859045531 0.017332213242641753 0.0017519463555258899 -0.013132280623540283 0.031665987456217411 0.0033172079508065008 -0.0079377846792340282 -0.0052945834693999324 0.0055265522884348269 0.0045982303123143532 -0.0087928603765414504 -0.0025620151854430636 0.012788768960162997 0.010086277451225988 0.041716138130674763 -0.0027715819359339141 0.029023992622514136 0.016702522643738324 0.0060482466826215393 0.00093230083892744612 -0.00048659479463483788 0.026495487512699492 -0.012144038453698158 -0.0027385112834567935 -0.0064647734262980525 0.015147320144413161 -0.0009977343496625666 0.018237398147131458 0.011167519050650299
leaf_weight=1319273 21 2409 36 558 24 20 51 22 268 26 153 88 24 20 93 30 341 23 45 64 688 86 29 26 92 50 86 145 33 72
leaf_count=1319273 21 2409 36 558 24 20 51 22 268 26 153 88 24 20 93 30 341 23 45 64 688 86 29 26 92 50 86 145 33 72
internal_value=-1.94002e-06 0.000872909 -0.000227789 0.0026962 0.00213451 0.00227565 0.0113028 0.00202182 0.00264023 0.00615901 0.00255517 -0.000291463 0.0116887 0.0142742 0.0170999 0.0301452 -0.0016733 0.016556 0.00163935 0.00029611 -0.000813311 0.00622128 0.0124243 0.00441636 0.00331938 0.00416049 0.00540175 0.00763064 0.0050449 0.00303866
internal_weight=1.3249e+06 5623 3003 594 2620 2596 71 2525 2163 479 290 241 189 167 143 50 362 49 1684 1135 956 179 93 549 504 478 428 336 250 217
internal_count=1324896 5623 3003 594 2620 2596 71 2525 2163 479 290 241 189 167 143 50 362 49 1684 1135 956 179 93 549 504 478 428 336 250 217
is_linear=0
shrinkage=0.05


Tree=186
num_leaves=31
num_cat=1
split_feature=4 58 71 10 77 82 29 121 62 92 23 99 29 68 121 79 81 112 96 112 24 7 81 78 58 136 56 2 59 35
split_gain=1.58909 5.36539 3.06781 3.04523 3.02178 3.19709 5.6158 2.96818 2.88953 2.81105 3.5928 3.47204 2.66043 2.51846 3.43767 2.83318 3.01141 3.47299 4.07339 2.50946 3.17138 2.45232 2.77671 2.89544 6.02351 6.35564 5.43967 5.01367 4.55831 5.15383
threshold=10.449999809265138 294.43296813964849 336.77528381347662 14.050000190734865 36.43499946594239 342.29742431640631 1012.9500122070314 -0.72534674406051625 0.25019672513008123 0.12360660731792451 5.7049999237060556 -0.30737444758415217 1016.9500122070314 314.22692871093756 0.21643137186765674 27.255000114440922 333.52624511718756 -0.36648726463317866 -0.53709357976913441 0.19936034083366397 162.50000000000003 7.9500000476837167 351.35958862304693 8.8850002288818377 260.58654785156256 0 173.32317352294925 343.50000000000006 310.19499206542974 11.050000190734865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=21 2 4 -3 5 13 -7 -4 12 -9 11 -11 -8 -2 15 -15 -17 18 -18 -5 -21 22 23 -1 25 27 -27 -25 -29 -30
right_child=1 3 7 19 -6 6 8 9 -10 10 -12 -13 -14 14 -16 16 17 -19 -20 20 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-2.2395992207753979e-05 1.4864108729305011e-05 0.0014000288504645761 0.021476639584516705 0.00021917072149536213 -0.00077118001249026566 -0.0094689318062737594 0.026322957138089759 -0.0028579767741757681 0.0047956940668347457 0.026766284167602225 0.0024587750382177196 0.0063692467390663093 0.0076131672328828203 0.00031943384147764282 0.016301241205809149 0.0024788115444046364 0.0054136322389240384 -0.00016874917214963495 0.030095415604966026 -0.0009459005626426503 0.026218967299376218 -0.00017199352324922827 -0.0023610429882239669 -0.00059071653363540607 -3.9785511723591811e-05 0.0021892272672617884 0.00064309827155513378 0.0012671426363973799 -0.0063448551327509942 0.01307831494690267
leaf_weight=813507 82269 12115 23 11469 11566 50 38 140 136 34 243 54 38 2667 38 943 32 41 35 22 21 215736 1229 14979 102901 6489 46132 1740 43 166
leaf_count=813507 82269 12115 23 11469 11566 50 38 140 136 34 243 54 38 2667 38 943 32 41 35 22 21 215736 1229 14979 102901 6489 46132 1740 43 166
internal_value=-1.84302e-06 0.000170122 7.58135e-06 0.000846693 -1.22604e-05 8.9466e-05 0.00560435 0.0039379 0.00915937 0.00308144 0.00559358 0.0142499 0.0169681 7.26697e-05 0.00133881 0.00118588 0.00338456 0.0112931 0.0183071 0.000264373 0.0123207 -1.92799e-05 1.40936e-05 1.70542e-05 0.000203154 0.000562596 0.000833602 -0.00028016 0.00210518 0.00908216
internal_weight=1.3249e+06 121974 98347 23627 97853 86287 262 494 212 471 331 88 76 86025 3756 3718 1051 108 67 11512 43 1.20292e+06 987186 985957 172450 69549 52621 16928 1949 209
internal_count=1324896 121974 98347 23627 97853 86287 262 494 212 471 331 88 76 86025 3756 3718 1051 108 67 11512 43 1202922 987186 985957 172450 69549 52621 16928 1949 209
cat_boundaries=0 1
cat_threshold=6292
is_linear=0
shrinkage=0.05


Tree=187
num_leaves=31
num_cat=3
split_feature=101 122 37 76 8 93 16 116 22 89 72 22 122 55 63 136 30 63 88 32 120 136 12 14 110 63 0 108 136 124
split_gain=1.53225 5.00654 3.24283 3.22307 3.41139 3.11134 4.97727 8.39775 7.79972 5.97029 4.97736 4.62738 4.48277 3.91523 3.74123 3.77633 4.88841 5.22232 4.45764 4.28766 4.27221 3.66591 3.34578 5.0538 4.20749 3.49572 4.92625 3.30592 3.97104 3.75536
threshold=-0.064435686916112886 -0.9366365075111388 18.44999980926514 2.1049998998641972 7.0499999523162851 -0.087229225784540163 13.344999790191652 -0.16504132002592084 7.9749999046325692 -0.91255944967269886 0.66388845443725597 5.6949999332427987 -0.8338540494441985 5.6349999904632577 0.42084981501102453 0 1018.5499877929689 0.36302912235260015 -0.47310611605644221 17.550000190734867 0.99535831809043895 1 2.3850001096725468 1.8849999904632571 0.73426440358161937 0.23753503710031512 347.50000000000006 -0.9347114861011504 2 -0.73724925518035878
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 1 2
left_child=1 2 -1 4 -4 6 8 21 10 -9 11 12 -2 22 15 16 -13 19 -19 20 -18 -8 23 -12 -24 26 -26 28 -14 -29
right_child=5 -3 3 -5 -6 -7 7 9 -10 -11 13 14 27 -15 -16 -17 17 18 -20 -21 -22 -23 24 -25 25 -27 -28 29 -30 -31
leaf_value=0.00018667618634559134 0.0018898056531477189 -0.00027922542111171914 0.00044518598304047396 0.0024411139372355097 -0.0083096203237709373 -1.9884718900172015e-05 0.0015601589992067389 -0.00067899813785879479 0.001373876583372334 -0.003457006228635485 -0.00034351979669822088 0.002319176440861851 0.0087796511437253297 0.00063542514205554897 0.0002211102252931977 0.0005191586184537855 -0.0024508925890476571 0.00097161307785869505 0.011469335366863349 0.020103340443562379 0.020261274448906384 -0.00013868732502462326 -0.0016366838473353387 0.00062518401572353487 0.0020966652477041057 -0.00026985704020853797 0.015332773069306391 -0.003271252224130149 -0.00018241714571719852 -0.00013327360736737728
leaf_weight=15974 2950 122517 1713 3698 119 978478 3613 5067 15698 3128 43042 10782 214 18079 10978 8176 1474 329 146 22 21 25702 7750 19593 532 3260 81 1000 284 20476
leaf_count=15974 2950 122517 1713 3698 119 978478 3613 5067 15698 3128 43042 10782 214 18079 10978 8176 1474 329 146 22 21 25702 7750 19593 532 3260 81 1000 284 20476
internal_value=-1.75087e-06 -0.00015572 0.000547943 0.0015915 -0.000123494 1.70274e-05 0.000195477 -0.000324379 0.000313739 -0.00173935 0.000202188 0.000570246 5.96925e-05 -2.44252e-05 0.000968801 0.0013606 0.00189727 -0.000376843 0.00419828 -0.0018094 -0.00213186 7.11761e-05 -0.000185074 -4.04973e-05 -0.000964179 0.000381525 0.00384565 -0.000185999 0.00384139 -0.000279389
internal_weight=1.3249e+06 144021 21504 5530 1832 1.18088e+06 202397 37510 164887 8195 149189 56852 24924 92337 31928 20950 12774 1992 475 1517 1495 29315 74258 62635 11623 3873 613 21974 498 21476
internal_count=1324896 144021 21504 5530 1832 1180875 202397 37510 164887 8195 149189 56852 24924 92337 31928 20950 12774 1992 475 1517 1495 29315 74258 62635 11623 3873 613 21974 498 21476
cat_boundaries=0 1 2 3
cat_threshold=387 34 401
is_linear=0
shrinkage=0.05


Tree=188
num_leaves=31
num_cat=1
split_feature=56 53 123 123 95 122 18 88 105 104 87 6 20 116 42 136 109 64 89 98 89 58 39 100 121 8 35 101 66 99
split_gain=1.51674 2.80653 3.24986 2.90832 2.87308 2.72644 2.55689 2.98025 2.64788 3.78963 3.47226 2.53219 2.48564 2.46332 2.3569 2.5566 2.47029 2.19322 2.1487 2.04709 1.98165 4.07063 2.83754 2.70933 1.74411 2.90984 2.28979 1.67285 2.44314 1.89537
threshold=339.46319580078131 0.34499999880790716 0.63605400919914257 0.90255093574523937 -0.35894866287708277 0.43049471080303198 8.0099999904632586 -0.059608366340398782 -0.58327811956405629 -0.98547378182411183 0.88469871878623974 1.4499999880790713 5.3450000286102304 -0.97988739609718312 14.050000190734865 0 1.0000000180025095e-35 28.744999885559086 0.41582351922988897 -0.58593243360519398 -0.95916351675987233 318.11709594726568 12.050000190734865 0.091118399053812041 -0.21643137186765668 14.34999990463257 12.84999990463257 0.94054442644119274 1.0549999475479128 -0.83351251482963551
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 11 13 7 8 9 -6 12 -2 -11 -3 15 20 -16 18 -8 -13 21 23 -23 -15 25 -10 -26 29 -29 -22
right_child=1 5 3 -5 6 -7 17 -9 24 10 -12 19 -14 14 16 -17 -18 -19 -20 -21 27 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-5.1519642045788201e-06 0.011095267022028565 0.016638686557416803 0.028937906593732212 0.0043014715763274583 -0.0040322352072288256 -0.0041714039557308969 -0.001733569609058279 0.020901304474223014 -0.012627433821381557 0.012760604475897708 -0.0012534060841426255 -0.007494419198348254 0.032468001116649249 0.019251281842994301 0.025069513525813821 -0.0015902896375838496 0.001276493437277774 0.012337775265750214 0.014590033143758774 0.0053519187594065452 0.0025107740152293069 0.0070657432768493891 0.031996780279136841 0.0015128611156320576 -0.0011242904060054571 0.0064681677626427514 0.018852229538158731 0.018091465634866976 0.0024070139972982379 -0.00075647950186201289
leaf_weight=1319273 30 24 23 25 29 312 241 38 42 32 20 138 32 23 20 1122 24 39 22 40 602 25 21 336 32 38 26 26 551 1690
leaf_count=1319273 30 24 23 25 29 312 241 38 42 32 20 138 32 23 20 1122 24 39 22 40 602 25 21 336 32 38 26 26 551 1690
internal_value=-1.65935e-06 0.000817781 0.00347032 0.0161064 0.0027112 0.000347367 0.00448992 0.00785184 0.00587622 0.0115514 0.0169315 -0.00234276 0.0226143 0.000663195 0.000576841 0.000461589 0.0120915 0.00127273 -0.000368097 -0.0046076 0.00116606 0.00444365 0.0184473 0.00264931 0.00122912 -0.00355702 0.0078307 0.000707452 0.00311377 0.000101673
internal_weight=1.3249e+06 5623 847 48 799 4776 591 289 251 113 84 208 64 4464 4440 4396 44 302 263 178 3274 405 46 359 138 80 58 2869 577 2292
internal_count=1324896 5623 847 48 799 4776 591 289 251 113 84 208 64 4464 4440 4396 44 302 263 178 3274 405 46 359 138 80 58 2869 577 2292
cat_boundaries=0 1
cat_threshold=918
is_linear=0
shrinkage=0.05


Tree=189
num_leaves=31
num_cat=1
split_feature=66 20 12 11 120 132 101 93 32 60 57 5 116 52 60 56 122 55 56 136 52 106 108 0 29 22 27 10 0 86
split_gain=1.46546 4.34277 2.81941 2.54703 2.6267 2.52961 2.43153 2.31088 2.16258 2.45941 3.16729 2.29897 2.08998 2.00111 4.66613 9.31231 5.20999 4.89457 4.62388 6.24317 8.29872 4.78612 4.75637 5.89223 4.69421 4.52107 4.45601 4.42853 6.1593 4.81884
threshold=24.73499965667725 6.5650000572204599 2.1049998998641972 8.2500000000000018 0.56638467311859142 1016.9500122070314 -0.85102313756942738 0.15599826723337176 15.250000000000002 0.63767197728157055 148.67424011230472 4.3500001430511483 -0.59480014443397511 3.0849999189376835 0.42740570008754736 166.47275543212893 -0.59480014443397511 3.4250000715255742 217.9377365112305 0 0.064999999478459372 -0.93004631996154774 -0.9347114861011504 137.50000000000003 1017.1499938964845 4.9449999332427987 337.50000000000006 4.9500000476837167 210.50000000000003 0.85726732015609752
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=5 3 7 4 -2 13 -7 -3 9 10 -8 -10 -4 18 16 -16 -15 -18 21 22 27 -1 23 -20 -24 -22 -27 28 29 -21
right_child=1 2 12 -5 -6 6 8 -9 11 -11 -12 -13 -14 14 15 -17 17 -19 19 20 25 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00064378305367663105 0.0022645552998162215 0.0019708752619531696 -0.0015820803578965145 0.00075475295971461737 0.0087993270122239779 -0.010760330520264927 0.0066820659949665979 0.00020625453361380777 -0.00081386842849619212 -0.00024536179471505969 -0.0021193376423417599 0.005165813397597311 5.0104826660763361e-05 8.9488559129841779e-07 0.0035257535112887964 -4.0399170951558597e-05 -0.0017084106182724081 -0.00049869763758864181 0.011597522087459275 0.011749212686576088 -0.0010703447966287059 1.989947752688893e-06 0.00096881340238199297 0.0017499958074396289 -1.942159471312422e-06 -4.7612757256005214e-06 0.0027456132381801193 0.0010715804965770778 0.0063430727397696387 -0.004745225740617475
leaf_weight=29910 1942 3461 1998 5839 167 61 105 3999 335 5393 3857 309 106754 32921 1845 234821 11696 29330 218 54 10228 704708 37098 501 18746 72955 1503 2841 1055 246
leaf_count=29910 1942 3461 1998 5839 167 61 105 3999 335 5393 3857 309 106754 32921 1845 234821 11696 29330 218 54 10228 704708 37098 501 18746 72955 1503 2841 1055 246
internal_value=-1.57698e-06 0.000161954 8.46204e-05 0.00129268 0.00278201 -1.84866e-05 -0.000808021 0.00102493 -0.000747306 -0.000940236 -0.00188608 0.00205526 2.01182e-05 -1.18158e-05 -0.000120924 -1.25982e-05 -0.000467618 -0.000843572 2.66932e-05 0.000284265 2.28957e-05 -2.43027e-05 0.000694848 0.00473575 0.000642945 -8.46443e-05 5.07574e-05 0.00219338 0.00454544 -0.00177623
internal_weight=1.3249e+06 124160 116212 7948 2109 1.20074e+06 10060 7460 9999 9355 3962 644 108752 1.19068e+06 310613 236666 73947 41026 880063 145445 88882 734618 56563 719 55844 84686 74458 4196 1355 300
internal_count=1324896 124160 116212 7948 2109 1200736 10060 7460 9999 9355 3962 644 108752 1190676 310613 236666 73947 41026 880063 145445 88882 734618 56563 719 55844 84686 74458 4196 1355 300
cat_boundaries=0 1
cat_threshold=307
is_linear=0
shrinkage=0.05


Tree=190
num_leaves=31
num_cat=1
split_feature=89 108 132 103 25 41 62 85 110 95 68 106 136 124 56 122 106 113 98 127 70 105 87 106 11 43 39 60 43 88
split_gain=1.9303 4.47714 4.22777 3.40026 3.65354 3.5871 4.00855 2.91656 5.83373 4.69264 3.27506 2.7314 2.53727 2.61396 2.53418 2.48716 2.66115 4.28242 2.43404 2.33117 2.37549 2.76971 2.45513 2.22324 3.75692 3.80608 3.18795 3.16985 3.02152 3.36731
threshold=0.75777408480644237 0.99436092376708995 1015.0499877929689 0.26286678016185766 277.50000000000006 12.650000095367433 0.31243844330310827 0.86203530430793773 0.67160940170288097 0.096078909933567061 261.75276184082037 -0.70876911282539357 0 -0.47714059054851526 313.57284545898443 -0.47714059054851526 -0.99485152959823597 -0.97988739609718312 -0.97203269600868214 0.8140845298767091 271.14210510253912 -0.76857659220695485 0.87015092372894298 -0.60000732541084278 10.34999990463257 10.449999809265138 11.84999990463257 0.33253438770771032 9.4499998092651385 -0.62546381354331959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 12 -7 14 10 11 15 -10 13 -6 -2 16 -9 -18 -16 20 -12 22 -22 26 27 -26 28 -25 29 -14
right_child=1 -3 -4 4 5 6 -8 8 9 -11 19 -13 23 -15 18 -17 17 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=2.9872874549994843e-06 2.6636996041448356e-05 -0.0088747330433634909 0.015315159700992632 -0.0075829665191009532 0.011578088691053184 -0.0030337817774250594 0.022446444974929997 -0.0043512995395323505 0.020688638380118488 0.02686543720345454 -0.011465707128746032 0.0034392237650040028 0.0063880427457859799 -0.0056746241924238222 0.0047638305595942912 -0.001207204653765075 0.028329637339886499 0.0047033178556541155 -0.015461965941586622 0.0097758544010243253 0.013759621946290802 -0.016975373262539506 -0.0038971783800257581 -0.0082903806184684604 -0.00048611470820809693 0.018423374851459059 -0.0014231397702652528 0.00031777206738781816 0.016789146410301329 -0.0023838484691673582
leaf_weight=1320632 1598 172 41 258 23 29 33 23 29 38 92 110 243 483 21 80 34 44 51 28 35 20 45 350 323 29 886 154 40 199
leaf_count=1320632 1598 172 41 258 23 29 33 23 29 38 92 110 243 483 21 80 34 44 51 28 35 20 45 350 323 29 886 154 40 199
internal_value=-9.09544e-07 -0.000934729 -0.000678936 -0.000802711 -0.00189018 -0.00136413 0.0105283 0.000672731 0.003734 0.0112948 0.000396715 0.00703802 -0.00163422 -0.00479563 -0.000386799 0.00537844 0.0105948 0.015002 -0.00956278 -0.00370189 -0.00566739 -0.000332937 0.00382767 -0.000889374 -0.00289186 0.00107177 0.000357144 -0.00566011 0.00362961 0.00243871
internal_weight=1.32614e+06 5511 5339 5298 3050 2792 62 2248 578 177 401 139 2730 506 1670 181 101 78 72 220 192 100 80 2224 856 352 1368 504 482 442
internal_count=1326143 5511 5339 5298 3050 2792 62 2248 578 177 401 139 2730 506 1670 181 101 78 72 220 192 100 80 2224 856 352 1368 504 482 442
cat_boundaries=0 1
cat_threshold=1029
is_linear=0
shrinkage=0.05


Tree=191
num_leaves=31
num_cat=0
split_feature=25 31 61 52 117 78 62 119 96 69 8 40 54 20 103 10 88 121 85 90 127 53 29 95 79 125 20 10 82 22
split_gain=1.82835 1.8851 1.91696 2.84571 1.77325 1.67572 2.17697 1.98928 2.88778 1.67045 4.76501 3.90169 4.10462 3.76253 4.91629 3.38627 3.04093 4.33835 3.36804 2.96463 3.59533 2.76323 5.49974 3.15038 4.0592 5.37446 2.72396 2.8282 3.19159 3.35266
threshold=357.50000000000006 1014.9500122070314 0.37052240967750555 0.86500000953674328 0.9996192753314973 52.48500061035157 0.44429798424243933 0.9238443672657014 -0.80087420344352711 324.73486328125006 14.250000000000002 10.84999990463257 0.58499997854232799 5.6050000190734872 0.42639675736427313 13.250000000000002 0.44915056228637701 0.33379416167736059 0.84473723173141491 0.77334097027778637 0.96811076998710643 1.8949999809265139 1029.350036621094 -0.97986447811126698 20.634999275207523 0.9238443672657014 7.5050001144409189 2.3500000238418584 332.44195556640631 7.055000066757203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 9 7 -7 -9 -1 11 16 -13 14 -14 -12 21 -18 -19 -15 -21 22 23 24 -11 -26 27 28 29 -25
right_child=1 2 3 -5 -6 6 -8 8 -10 10 15 12 13 19 -16 -17 17 18 -20 20 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-2.3564040604714584e-06 -0.0062457868273086675 -0.0092056237055658137 0.014329844222150065 -0.00029886520813520562 -0.00042598451916300221 -0.002401982190422358 -0.00014195017963968885 0.017911441134357897 0.00043620134409713121 0.0018713078872987336 0.0060729018147642616 0.011093888870931955 -0.0027723436838843758 -0.00011950338854801063 0.021081703846101408 0.0015320094421436684 -0.0038192838223076622 -0.00013624494812185213 0.026006641579707241 0.028888678254443224 -0.0010918622254393994 -0.00032172688122642694 0.023556956483258142 0.001017394718892816 0.025567539620633219 0.00072731227540460074 -0.0053525148479278244 0.00049060945641286847 0.012072660465848871 0.015861960223299408
leaf_weight=1297923 233 88 44 136 166 2253 4913 27 190 177 542 144 36 661 54 1693 792 28 22 20 20 10403 27 403 51 38 181 4730 106 42
leaf_count=1297923 233 88 44 136 166 2253 4913 27 190 177 542 144 36 661 54 1693 792 28 22 20 20 10403 27 403 51 38 181 4730 106 42
internal_value=-8.64067e-07 -0.002618 -0.000670371 0.00327704 -0.00346775 4.52919e-07 -0.000750722 -0.00196161 0.00261054 4.66046e-06 0.00045619 0.000184898 0.00332949 0.001916 0.0115401 0.0026332 1.19451e-05 -0.00291751 0.0113666 0.000680377 0.0138984 0.0001646 0.00104371 0.000937587 0.00625114 0.0149616 0.000678816 0.000885533 0.00427571 0.00241845
internal_weight=1.32614e+06 667 434 180 254 1.32548e+06 7383 2470 217 1.31809e+06 20170 17935 935 791 90 2235 17000 842 50 701 40 16158 5755 5728 266 89 5462 5281 551 445
internal_count=1326143 667 434 180 254 1325476 7383 2470 217 1318093 20170 17935 935 791 90 2235 17000 842 50 701 40 16158 5755 5728 266 89 5462 5281 551 445
is_linear=0
shrinkage=0.05


Tree=192
num_leaves=31
num_cat=1
split_feature=25 85 114 105 18 75 16 73 101 29 24 93 63 60 120 115 136 60 99 83 88 16 41 90 60 115 81 22 72 88
split_gain=1.65008 1.88601 1.52201 3.9903 3.37307 3.27956 3.05218 2.75195 2.71613 2.4889 2.51575 3.25948 2.88912 2.6739 2.48357 3.27134 3.04344 5.19051 3.65088 3.50158 3.18947 3.04729 2.71944 2.54572 2.33184 2.7374 3.61621 3.31949 3.12787 5.07638
threshold=357.50000000000006 0.90600600838661205 -0.14780378341674802 -0.51381656527519215 13.344999790191652 0.78352361917495739 6.0650000572204599 0.25638695061206823 0.49754136800765997 1020.3500061035157 162.50000000000003 -0.81999763846397389 0.40058337152004247 0.42082728445529943 0.21643137186765674 0.93663650751113903 0 0.3654076755046845 -0.97758051753044117 193.8002624511719 0.54183244705200206 8.7100000381469744 14.650000095367433 -0.57913830876350392 0.28347826004028326 0.1650413200259209 332.35829162597662 5.0450000762939462 0.55181285738945018 0.18298090249300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -6 -4 14 10 11 -8 -13 -14 22 16 17 18 19 -16 -18 -20 23 -5 -10 27 -27 -26 29 -29
right_child=1 -3 3 8 6 -7 9 -9 24 -11 -12 12 13 -15 15 -17 20 -19 21 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-1.2349866368202858e-05 -0.0011353378370953374 -0.0077165671522592301 0.013363284606633611 -0.0011227909810042158 0.0044584521151794371 -0.0048088215440386011 0.0019229759492579896 -0.00014431281938712362 -7.4034919289565228e-06 -0.0017756267350161087 0.00087378678538193926 0.0040858175931498411 0.023402217171921317 0.00671296889486257 0.0090405694519480068 -0.010276031797449734 0.00012747294125908416 -0.0017041635873437219 0.011915432887387948 0.033405673619488194 -0.0088741653746602905 -0.0052049898519748597 0.0065094162358119243 -0.0042297045554193467 -0.0060108241511431211 0.0039966521162879045 0.022117979734071664 0.0039111321910786498 0.00076162900575219971 0.023472769875582812
leaf_weight=1254121 530 137 38 1577 628 389 1076 4893 38676 822 17179 160 48 48 30 74 1829 154 71 29 104 41 88 1133 150 129 35 320 1597 37
leaf_count=1254121 530 137 38 1577 628 389 1076 4893 38676 822 17179 160 48 48 30 74 1829 154 71 29 104 41 88 1133 150 129 35 320 1597 37
internal_value=-8.20864e-07 -0.0024871 4.30273e-07 0.000225051 0.000729819 -0.0003889 0.00102798 -4.02186e-05 -5.19168e-05 0.000916547 0.0010361 0.00312942 0.00820023 0.0150576 -0.00113648 6.85849e-05 0.000407602 0.00480636 0.0109507 0.0210166 -0.000355 0.00564814 -0.00214084 -0.00242173 8.39711e-05 0.00164217 0.00786401 0.0011572 0.00170746 0.00593853
internal_weight=1.32614e+06 667 1.32548e+06 71355 25281 5320 19961 4931 46074 19333 18511 1332 256 96 5130 2332 2258 325 171 59 1933 112 2798 2710 40944 2268 164 2104 1954 357
internal_count=1326143 667 1325476 71355 25281 5320 19961 4931 46074 19333 18511 1332 256 96 5130 2332 2258 325 171 59 1933 112 2798 2710 40944 2268 164 2104 1954 357
cat_boundaries=0 1
cat_threshold=2176
is_linear=0
shrinkage=0.05


Tree=193
num_leaves=31
num_cat=0
split_feature=89 108 132 53 70 0 38 53 80 19 97 4 20 58 22 43 13 20 1 125 33 55 123 58 98 5 114 123 79 94
split_gain=1.76187 4.00579 3.80085 3.08385 3.46876 2.30663 2.90807 3.31625 2.43661 2.30547 2.97241 3.22426 2.57171 2.77376 3.03489 3.89453 3.65763 3.45032 4.14012 3.38682 2.93854 4.01599 3.78837 2.73291 2.72094 2.90461 3.26543 2.60589 2.57726 2.56352
threshold=0.75777408480644237 0.99436092376708995 1015.0499877929689 1.5850000381469729 312.61909484863287 344.50000000000006 12.050000190734865 1.0249999761581423 325.35569763183599 6.9049999713897714 -0.99273416399955738 7.3500001430511483 6.8450000286102304 214.75185394287112 5.4149999618530282 13.050000190734865 1.9450000524520876 6.1649999618530282 319.50000000000006 0.98321744799613964 17.650000572204593 1.2749999761581423 -0.98897820711135853 314.16328430175787 -0.91706845164299 6.3500001430511483 -0.99809679388999928 -0.91702514886856068 16.064999580383304 -0.99898588657379139
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 -6 7 8 -7 10 11 -2 13 20 16 17 19 28 -19 23 21 22 -11 24 25 26 -15 -14 -16 -24
right_child=1 -3 -4 -5 5 6 -8 -9 -10 12 -12 -13 27 14 15 -17 -18 18 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.9431164466007844e-06 0.0013459580536517833 -0.0084033520677029485 0.014514092254883995 -0.0022989058364159772 -0.0044042376277476734 -0.012067338805645705 -0.0051493580415262847 0.025823019705712796 0.0078899204430098718 0.015190729555307012 -0.0027886038950808664 0.024435157807809967 0.0097074593586677863 -0.002860571641386265 0.0018895635623410935 0.018489075192095094 0.02929056850494817 0.0016856448273653336 0.016355051927600211 0.024661078056320548 -0.010813129140931944 0.0074392490431960216 0.015155657269060614 0.023053942089900376 -0.0030297367624268776 -0.00078921115750239963 0.019999241731969306 -0.0055702521138984032 -0.0064410477403874459 -0.0031493315353926343
leaf_weight=1320632 54 172 41 2030 562 20 80 20 65 33 560 21 33 21 252 36 20 141 73 25 55 187 20 20 89 54 61 181 147 438
leaf_count=1320632 54 172 41 2030 562 20 80 20 65 33 560 21 33 21 252 36 20 141 73 25 55 187 20 20 89 54 61 181 147 438
internal_value=-7.7982e-07 -0.000892928 -0.000650974 -0.000768333 0.000182421 -0.00281014 0.00203249 0.00750437 0.00319409 0.00106915 -0.00153669 0.00781093 0.00194651 0.00260705 0.00440636 0.00250622 0.00865874 0.00156759 0.00668969 0.00713046 0.00030207 0.00120375 -0.00117108 0.00534162 0.00376719 0.00821518 0.0141449 -0.00321434 -0.00117961 -0.00234999
internal_weight=1.32614e+06 5511 5339 5298 3268 747 185 105 85 2521 635 75 1886 1672 939 649 290 613 214 270 733 678 491 245 225 136 82 214 399 458
internal_count=1326143 5511 5339 5298 3268 747 185 105 85 2521 635 75 1886 1672 939 649 290 613 214 270 733 678 491 245 225 136 82 214 399 458
is_linear=0
shrinkage=0.05


Tree=194
num_leaves=31
num_cat=1
split_feature=89 119 132 103 25 41 62 59 73 86 33 32 31 136 29 124 28 110 92 115 76 87 8 60 53 63 121 31 83 56
split_gain=1.59008 3.72598 3.44443 2.87778 3.91902 3.18675 3.98311 2.79945 4.21441 2.75847 3.17963 3.20527 3.03138 2.67317 3.04966 2.88963 2.65872 2.56394 2.74867 2.81778 2.61454 3.54618 2.48722 4.39314 2.42682 2.42029 2.62734 2.33827 2.35121 2.27287
threshold=0.75777408480644237 0.98321744799613964 1015.0499877929689 0.26286678016185766 277.50000000000006 12.650000095367433 0.31243844330310827 260.64418029785162 0.4621089398860932 0.72294828295707714 16.349999427795414 14.150000095367433 1014.5499877929689 0 1016.8500061035157 -0.26722820103168482 1015.6499938964845 0.66267108917236339 -0.11000641062855719 -0.94828754663467396 4.0250000953674325 0.74287661910057079 3.3500000238418584 0.26178394258022314 0.34499999880790716 0.25111535191535955 0.87878364324569713 1012.1499938964845 304.25901794433599 232.87598419189456
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 13 -7 17 9 -9 11 24 -13 14 15 -6 25 18 -2 22 -19 -22 23 -20 -11 -10 -27 -23 -29 -30
right_child=1 -3 -4 4 5 6 -8 8 16 10 -12 12 -14 -15 -16 -17 -18 20 19 -21 21 27 -24 -25 -26 26 -28 28 29 -31
leaf_value=2.7959612179066109e-06 5.9832929659609547e-05 -0.0093132532647202219 0.013788387514991549 -0.0075618041991965179 0.016015073563903571 -0.0032782622985541819 0.021894671467386866 -0.0026686943881213667 0.018906476313713939 0.023437342331137347 -0.0020955815325688684 0.039114150768992578 0.014678737546006841 -0.00069775762473229131 -0.011257756595524139 -0.0035125231153145565 -0.00554875355209224 -0.006919706948831969 0.025059314007344454 -0.0091573926903947729 0.023761779027214894 0.019339707498015328 -0.0041293948481325058 -0.0037816566490237753 0.0046134620689467264 -0.0017537178563894612 0.018081877157092096 -0.0096810363499181609 -0.00011067764947168349 0.010294399335519872
leaf_weight=1320632 1068 127 41 266 20 30 33 40 24 23 33 22 30 2215 134 359 125 51 23 192 24 22 140 31 67 101 20 35 124 91
leaf_count=1320632 1068 127 41 266 20 30 33 40 24 23 33 22 30 2215 134 359 125 51 23 192 24 22 140 31 67 101 20 35 124 91
internal_value=-7.40829e-07 -0.000848282 -0.000648607 -0.00075939 -0.00176284 -0.00121016 0.00990756 0.000582496 0.00395424 0.00917736 0.011885 0.015134 0.0250168 -0.00146692 -0.00468305 -0.00248204 -0.000204914 -0.000325496 -0.00124711 -0.00486322 0.00353626 0.00533779 -0.000613311 0.00850246 0.00942401 0.00440184 0.00152489 0.00371215 0.00233692 0.00429333
internal_weight=1.32614e+06 5511 5384 5343 3057 2791 63 2286 485 215 175 142 52 2728 513 379 270 1801 1454 386 347 296 194 54 90 145 121 272 250 215
internal_count=1326143 5511 5384 5343 3057 2791 63 2286 485 215 175 142 52 2728 513 379 270 1801 1454 386 347 296 194 54 90 145 121 272 250 215
cat_boundaries=0 1
cat_threshold=1029
is_linear=0
shrinkage=0.05


Tree=195
num_leaves=31
num_cat=1
split_feature=85 61 12 124 28 85 76 90 67 88 136 18 85 16 73 35 115 34 32 2 31 59 107 20 120 22 39 93 91 66
split_gain=1.56204 2.70357 3.66876 4.90692 2.82261 3.27513 1.93761 1.61265 2.33059 1.49778 4.74866 4.79021 3.57031 3.44453 3.40214 3.30032 3.33475 3.34838 3.53931 3.39166 3.09969 2.75238 2.70667 3.37344 3.18187 3.17589 3.09188 3.28486 3.41623 3.51979
threshold=0.92643210291862499 0.42496696114540106 0.92500001192092907 -0.59480014443397511 1012.4500122070314 0.93223592638969432 3.3149999380111699 0.44150115549564367 2.2949999570846562 0.79524496197700512 0 12.50999975204468 0.91243967413902294 4.0850000381469735 0.74633207917213451 10.84999990463257 0.58068084716796886 11.550000190734865 12.150000095367433 358.50000000000006 1011.2500000000001 147.91231536865237 -0.84368044137954701 4.4249999523162851 0.35019405186176306 4.2049999237060556 11.650000095367433 -0.95177677273750294 -0.67377072572708119 3.0949999094009404
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 5 -5 -6 -4 -9 -1 11 12 13 -11 -14 -12 17 18 20 21 -17 -19 25 -24 26 -15 -25 28 -28 -30
right_child=1 -3 7 4 6 -7 -8 8 -10 10 15 -13 14 22 -16 16 -18 19 -20 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=1.8971187992296625e-06 0.021191016733646394 8.8413421571939645e-06 -0.0032421179148464452 -0.001897584922456493 -0.0090889976334223976 0.024810710610737179 0.0045700555312491601 0.01897982308641076 -0.0051582930423319344 0.021290333293702293 -0.0062744807594808175 -0.0086505052845666907 0.0042159897834062581 -0.018376026116311551 0.031883342601358888 -0.015328925201669336 0.016209055548878731 -0.0065490975740230967 0.018120673008120824 0.014463125307473443 0.0030711857335877389 -0.0016131787361164515 0.023161466869161183 -0.0046909508358073939 -0.0095831804110535559 0.00019746242987934948 0.034203652823343873 0.0045348564069520808 0.024277356830425562 -0.004704514425247908
leaf_weight=1315102 35 3352 1760 24 68 22 42 20 20 23 370 101 25 24 20 25 27 318 36 31 271 2525 23 71 42 561 20 295 20 22
leaf_count=1315102 35 3352 1760 24 68 22 42 20 20 23 370 101 25 24 20 25 27 318 36 31 271 2525 23 71 42 561 20 295 20 22
internal_value=-4.79098e-06 -0.000857981 -0.00231734 0.00427157 0.000475539 0.0108759 -0.00387372 -0.0030165 0.00691077 -1.33737e-06 -0.000878386 0.00177395 0.00270817 0.00214396 0.0165126 -0.0017963 -0.00128935 -0.00143672 0.00331751 -0.00198592 0.00151712 -0.00216528 0.00173545 0.00446464 0.00354969 -0.000564527 0.00483843 0.00673362 0.0171955 0.00909638
internal_weight=1.3253e+06 5343 1991 191 156 46 110 1800 40 1.31995e+06 4850 1247 1146 1101 45 3603 3233 3206 332 2874 296 2843 1078 493 470 585 428 357 62 42
internal_count=1325295 5343 1991 191 156 46 110 1800 40 1319952 4850 1247 1146 1101 45 3603 3233 3206 332 2874 296 2843 1078 493 470 585 428 357 62 42
cat_boundaries=0 1
cat_threshold=2114
is_linear=0
shrinkage=0.05


Tree=196
num_leaves=31
num_cat=0
split_feature=85 61 12 124 126 28 90 67 132 69 62 61 32 53 135 81 38 58 101 27 68 52 58 32 81 56 114 31 101 121
split_gain=1.40974 2.43997 3.31106 4.4285 2.73253 1.506 1.45541 2.10336 1.3571 2.50513 1.85149 1.8594 2.24335 2.35913 2.10714 1.83991 1.75885 2.45159 2.26406 3.13344 1.93581 1.70596 1.65566 1.39326 4.00376 2.99472 3.63616 3.61707 3.53646 4.22898
threshold=0.92643210291862499 0.42496696114540106 0.92500001192092907 -0.59480014443397511 -0.64942333102226246 1012.4500122070314 0.44150115549564367 2.2949999570846562 1016.1499938964845 203.76665496826175 0.17200117558240893 0.64440184831619274 15.550000190734865 3.8850001096725468 1020.3500061035157 305.37274169921881 12.949999809265138 182.25131988525393 0.78412574529647838 333.50000000000006 321.25177001953131 2.804999947547913 198.21878051757815 11.949999809265138 317.41857910156256 201.81989288330081 -0.62249094247817982 1011.2500000000001 0.67887577414512645 0.90255093574523937
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 -6 -4 -8 23 22 -11 12 16 14 15 -14 18 -18 -12 20 -20 -16 -10 24 -1 26 -26 -28 -29 -30
right_child=1 -3 6 4 5 -7 7 -9 9 10 11 -13 13 -15 21 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-2.1230643074341402e-05 0.020131465782012262 8.3992647051805387e-06 -0.0030800120445672458 0.012755835302440184 0.0056366149988025431 -0.0066658240840445429 0.01803083264268935 -0.0049003782309591775 -0.012437949016956348 0.0069754600730341154 -0.00064527230678251629 -3.7905817368785906e-05 0.0081371865872004092 -0.0023735503200875987 0.0073329333248289517 -0.0028163722470506201 -0.0089474473535452372 -0.0017676298435016558 0.0096712334449402994 0.022879495528911283 -0.0038643140096350443 0.02476566804006048 0.0030246876828048542 4.3707342255711924e-05 -0.0035966181123904348 -0.00039119443306429567 -0.0067950086701764837 -0.0022994264073869122 0.0010138343027601168 0.023086979786272756
leaf_weight=433860 35 3352 1760 35 35 86 20 20 70 85 2458 11536 82 134 36 72 123 3562 50 23 56 23 23 830514 1691 32552 225 1167 1588 22
leaf_count=433860 35 3352 1760 35 35 86 20 20 70 85 2458 11536 82 134 36 72 123 3562 50 23 56 23 23 830514 1691 32552 225 1167 1588 22
internal_value=-4.55143e-06 -0.000815082 -0.00220147 0.00405799 0.000451762 -0.00310727 -0.00286567 0.00656523 -1.2705e-06 -0.000428461 -0.000386726 -0.000421195 -0.00108921 0.00282424 0.00609421 0.00301604 -0.00130573 -0.00200728 -0.000306413 0.0061503 0.00252038 0.0141287 -0.00861386 4.74637e-06 -6.39382e-05 -0.00056143 -0.00174223 -0.000697677 -0.000203654 0.00131545
internal_weight=1.3253e+06 5343 1991 191 156 121 1800 40 1.31995e+06 18333 18240 18155 6619 347 213 154 6272 3685 2587 129 106 59 93 1.30162e+06 471105 37245 4693 3002 2777 1610
internal_count=1325295 5343 1991 191 156 121 1800 40 1319952 18333 18240 18155 6619 347 213 154 6272 3685 2587 129 106 59 93 1301619 471105 37245 4693 3002 2777 1610
is_linear=0
shrinkage=0.05


Tree=197
num_leaves=31
num_cat=1
split_feature=84 60 3 89 79 77 90 77 81 35 88 88 90 7 77 22 15 113 19 68 62 114 73 98 115 95 61 28 88 136
split_gain=1.41971 2.01347 2.83555 1.78679 1.75121 1.84577 2.25238 1.91075 1.721 2.03603 1.60542 1.65077 2.46716 1.55763 2.16622 1.53695 1.52054 1.66726 1.72173 2.58067 1.47985 1.8328 2.83193 1.41682 1.95753 1.3984 1.38312 1.34823 1.34808 3.93155
threshold=0.9264701008796693 0.483847126364708 212.50000000000003 0.349206492304802 2.4050000905990605 3.5049999952316289 0.31388051807880407 2.4750000238418584 251.13312530517581 14.84999990463257 -0.62546381354331959 -0.78331020474433888 -0.98723965883254994 7.0499999523162851 18.154999732971195 5.5150001049041757 1.8350000381469729 -0.66259482502937306 8.0099999904632586 287.45062255859381 0.29590654373168951 -0.96359375119209278 0.80296021699905407 -0.99859872460365284 -0.98624804615974415 -0.40979279577732081 0.37632665038108831 1009.3500061035157 0.79524496197700512 0
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=28 2 4 8 -2 7 16 -6 9 -4 11 -10 -13 -14 -15 -5 17 18 23 -20 21 22 -3 24 -7 -16 -27 -25 -1 -30
right_child=1 20 3 15 5 6 -8 -9 10 -11 -12 12 13 14 25 -17 -18 -19 19 -21 -22 -23 -24 27 -26 26 -28 -29 29 -31
leaf_value=2.0684765382096055e-06 -0.010513183594711366 0.024578680112957954 -0.0015524073989818927 -0.00080640550935640932 -0.0023514072251418841 0.00044233248169933052 0.017276636259630326 0.016741821460278802 -0.0025204480241306768 0.015364257821106706 -0.0047446308948842983 0.01609911901843069 -0.0056710175954257994 0.018255160979571798 -0.0059574570263632477 -0.018372125782524097 0.0043709030915544227 -0.010408121687562569 -0.0072496647396046833 0.0097842658917350629 -9.7250694767291759e-05 -0.0008192065720274849 0.0026730825742965359 -0.009278983333414155 0.022299374340800569 -0.0022640443613959685 0.013461776424584718 0.0028594646744430066 0.0015838905269947537 -0.0016695476686073259
leaf_weight=1315001 31 25 46 20 20 21 20 38 1062 29 655 28 71 21 45 33 156 46 126 27 2613 57 36 28 20 27 29 125 1243 3596
leaf_count=1315001 31 25 46 20 20 21 20 38 1062 29 655 28 71 21 45 33 156 46 126 27 2613 57 36 28 20 27 29 125 1243 3596
internal_value=-4.32386e-06 -0.000809287 -0.00177113 -0.00268153 0.00108737 0.00166092 0.00079479 0.0101579 -0.00244293 0.0049887 -0.00273054 -0.0017023 0.00222927 0.000217062 0.00364373 -0.0117436 0.000194358 -0.00146351 -0.000277765 -0.00424368 0.000150087 0.00562715 0.0116508 0.00284999 0.0111043 0.00060571 0.00587968 0.000638049 -9.96882e-07 -0.00083401
internal_weight=1.3253e+06 5455 2724 2066 658 627 569 58 2013 75 1938 1283 221 193 122 53 549 393 347 153 2731 118 61 194 41 101 56 153 1.31984e+06 4839
internal_count=1325295 5455 2724 2066 658 627 569 58 2013 75 1938 1283 221 193 122 53 549 393 347 153 2731 118 61 194 41 101 56 153 1319840 4839
cat_boundaries=0 1
cat_threshold=2114
is_linear=0
shrinkage=0.05


Tree=198
num_leaves=31
num_cat=1
split_feature=6 94 119 104 98 81 17 90 91 43 107 8 76 76 59 60 25 71 29 55 60 8 1 19 8 69 3 12 92 136
split_gain=1.33911 3.23309 1.83889 2.84955 2.57316 2.02966 2.94617 2.02891 1.97095 1.91301 1.9006 1.99957 1.81914 2.92462 2.18349 1.92571 3.12221 1.6857 1.63322 1.65499 1.57012 1.84703 2.70955 2.76709 1.55962 7.18433 4.89738 3.9062 3.54942 4.58208
threshold=13.650000095367433 -0.92167848348617543 0.9170251488685609 -0.22371742129325864 -0.62022581696510304 319.38133239746099 6.4600000381469735 -0.32765705883502955 -0.29406672716140742 9.0500001907348651 -0.35279539227485651 18.550000190734867 34.174999237060554 29.425000190734867 222.74452972412112 0.47178660333156591 330.50000000000006 326.88502502441412 1021.5499877929689 1.1050000190734866 0.42952139675617224 4.3500001430511483 350.50000000000006 8.0099999904632586 11.750000000000002 316.43705749511724 355.50000000000006 2.0249999761581425 -0.91203999519348133 0
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=24 -2 5 12 8 -3 7 -7 -5 20 -6 18 13 -4 -14 16 -16 -13 19 -12 21 -8 -23 -24 -1 28 -27 -28 29 -26
right_child=1 2 3 4 10 6 9 -9 -10 -11 11 17 14 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=-1.8569283983046488e-05 -0.004765762223925738 -0.00011508365794687544 0.0052582419574415933 -0.0033449236536398533 0.015996135624923878 -0.0043240074999630453 -0.013015739826294474 -0.015587370573596743 -0.022568707168102265 0.01093735130165111 -0.0001798649452436054 -0.00016470739550856968 -0.0061881499032356915 0.025159059121991352 -0.002961965734139085 0.00033249436179175976 0.021134828487922235 0.011689151487633831 0.00823590120399946 -0.0091146690403504007 -0.00028980445451407081 -0.0023484105073095546 0.0207596000812303 -0.0027840628133465849 0.00035266246360008492 0.0011328176560142368 0.028102130005136134 0.0054839570462861522 9.9221863363049446e-05 -0.0026538738263366304
leaf_weight=1145284 419 13314 48 40 21 173 39 52 20 33 138 59 42 30 20 55 41 61 34 83 2328 1724 26 24 2388 11421 20 419 144246 2693
leaf_count=1145284 419 13314 48 40 21 173 39 52 20 33 138 59 42 30 20 55 41 61 34 83 2328 1724 26 24 2388 11421 20 419 144246 2693
internal_value=-4.1077e-06 -0.00042282 -0.00032395 0.00220461 -0.000103618 -0.000422734 -0.00135387 -0.0069271 -0.00975285 -0.00105344 0.00135839 0.000538673 0.00666458 0.0129124 0.00358021 0.00711703 0.0132342 0.005861 -0.00196595 -0.00353547 -0.001149 -0.00225226 -0.00201563 0.00945864 1.92522e-06 0.000147545 0.00133202 0.0065144 5.34707e-05 -0.00124537
internal_weight=1.3253e+06 18824 18405 692 456 17713 4399 225 60 4174 396 375 236 78 158 116 61 120 255 221 4141 1813 1774 50 1.30647e+06 161187 11860 439 149327 5081
internal_count=1325295 18824 18405 692 456 17713 4399 225 60 4174 396 375 236 78 158 116 61 120 255 221 4141 1813 1774 50 1306471 161187 11860 439 149327 5081
cat_boundaries=0 1
cat_threshold=643
is_linear=0
shrinkage=0.05


Tree=199
num_leaves=31
num_cat=0
split_feature=84 89 1 60 97 75 92 90 106 52 111 5 106 120 58 30 94 97 27 113 15 124 20 60 53 7 4 77 5 7
split_gain=1.34568 3.29723 2.49826 2.77488 2.15986 2.36585 2.27198 2.08399 2.01997 1.97806 2.95594 2.28972 2.54388 2.22581 2.00168 1.97318 2.43707 2.94807 1.93302 1.70836 2.86562 2.82017 3.42544 2.89372 3.25513 2.57365 2.8919 2.8525 2.41859 2.40389
threshold=0.91271305084228527 0.349206492304802 10.500000000000002 0.45832774043083196 -0.9897826313972472 0.62724909186363231 -0.069793257862329469 -0.15599663555622098 0.16718810796737674 0.10500000044703485 -0.26148551702499384 3.9500000476837163 -0.99436405301094044 -0.9099266231060027 272.51127624511724 1010.6499938964845 -0.1672399044036865 -0.72617378830909718 350.50000000000006 -0.59480014443397511 2.1049998998641972 0.9170251488685609 6.5250000953674325 0.34561505913734442 4.5350000858306894 12.84999990463257 11.449999809265138 29.365000724792484 12.750000000000002 11.050000190734865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 19 6 -6 -3 15 9 10 11 -5 -13 14 -12 -7 17 -17 -2 -4 -21 22 23 24 25 26 27 -22 -23 -28
right_child=1 4 3 8 5 7 -8 -9 -10 -11 13 12 -14 -15 -16 16 -18 -19 -20 20 21 28 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=2.5368648714286609e-06 0.00093012315594660831 0.011869969382029456 -0.001511470263532947 0.027009931747452354 -0.010518682551940909 -0.014027346661757856 -0.0090467761829495421 -0.0098428316262369562 0.014539035970422751 -0.00014775903985570849 0.0026972544198782234 0.019754054267624662 -0.0036435432839565553 -0.0016526401062180434 0.014503800414225205 0.0027205716850685663 -0.0044223620143852066 0.024982221298560037 0.0096631734704491334 -0.001767753695933065 0.020328729042746858 -3.3905182667345241e-05 -0.0030219372911665459 0.0023572741465283219 -0.0045005153743895117 -0.00017878750804811716 0.040502037534024565 0.0030573373913971914 -0.017120723879855613 0.016280921803609957
leaf_weight=1303990 2518 37 6887 20 163 21 20 72 24 9434 152 21 26 242 47 58 70 20 65 732 51 208 101 154 27 26 20 45 23 21
leaf_count=1303990 2518 37 6887 20 163 21 20 72 24 9434 152 21 26 242 47 58 70 20 65 732 51 208 101 154 27 26 20 45 23 21
internal_value=-3.90318e-06 -0.000398071 -0.000305567 -0.000511439 -0.00458065 -0.00586617 0.00453076 -0.00271944 5.08732e-05 1.58987e-05 0.00305517 0.0128403 0.0068107 0.00156853 0.00548574 0.000315373 0.00235049 0.00842869 0.00114989 -0.00118703 0.000399931 0.00274719 0.00507399 0.007451 0.0115796 0.0142432 0.0169802 0.0122328 -0.00173519 0.0280961
internal_weight=1.3253e+06 21305 20844 18261 461 404 57 241 9966 9942 508 67 47 441 199 169 148 78 2583 8295 1408 676 445 344 190 163 137 96 231 41
internal_count=1325295 21305 20844 18261 461 404 57 241 9966 9942 508 67 47 441 199 169 148 78 2583 8295 1408 676 445 344 190 163 137 96 231 41
is_linear=0
shrinkage=0.05


Tree=200
num_leaves=31
num_cat=0
split_feature=17 112 79 21 23 68 75 62 4 59 89 66 73 25 107 15 20 64 66 123 89 116 27 75 36 33 85 107 83 66
split_gain=1.42198 1.40168 2.83167 3.27911 4.31666 4.05655 3.47919 3.14571 2.78362 2.51983 2.32396 2.30268 2.40986 2.25897 2.23987 2.21426 2.13596 2.72071 3.49442 2.96466 3.97698 2.75054 4.15143 3.06245 3.2047 5.68859 2.43107 2.43494 2.25569 2.15753
threshold=2.7999999523162846 0.18222858756780627 1.8550000190734866 4.3350000381469735 4.5050001144409189 260.57948303222662 0.51801213622093212 0.29590654373168951 7.6499998569488534 135.92309570312503 0.020751684904098514 0.5249999761581422 0.39145460724830633 19.500000000000004 -0.80267450213432301 0.85500001907348644 9.7249999046325701 14.025000095367433 25.454999923706058 0.8038262426853181 -0.43888638913631434 -0.33379416167736048 261.50000000000006 0.29992958903312689 14.550000190734865 14.050000190734865 0.91416606307029735 -0.70813059806823719 305.40223693847662 20.875000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 10 6 8 -7 -4 13 11 12 -5 -6 -9 -8 17 18 21 -19 -21 26 23 -23 28 -26 29 -28 -25 -11
right_child=1 2 3 4 9 7 15 14 -10 16 -12 -13 -14 -15 -16 -17 -18 19 -20 20 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0088847463474506106 -3.6313756798110409e-06 -1.2616215770418421e-05 -0.0015123794721656069 0.019903736555716024 0.011508515775627033 0.00086016805599565095 -0.020921462997794155 0.031384393223561347 0.015468965578316288 0.0016873331584721864 -0.014141250348221814 -0.0062282908089220344 -0.0043474486834990484 -0.005262163302866849 0.010659511946141721 -0.00027213667620074104 0.0073143013646282881 -0.0036448216301787103 0.021783797733397003 -0.0015199791303382735 0.025722731401522952 0.021359860407011141 -0.0042295819622431086 -0.0080824410393834124 0.027487533410581261 0.0024133844036159334 0.001955238453644727 0.026332295960746707 0.0069932940585369424 -0.013653897324010081
leaf_weight=45 1299629 16530 43 20 22 23 20 32 55 6429 62 121 21 230 22 37 144 465 21 37 21 21 502 100 26 174 21 20 33 23
leaf_count=45 1299629 16530 43 20 22 23 20 32 55 6429 62 121 21 230 22 37 144 465 21 37 21 21 502 100 26 174 21 20 33 23
internal_value=3.23872e-06 3.5406e-06 0.00037232 0.00109994 0.000940101 0.0069649 0.00230492 0.0163454 0.00801797 0.00112519 -0.00590894 -0.0027583 0.0074824 -0.00379806 0.0229409 -0.00751751 0.00127956 0.00116946 0.00141675 -0.0023153 0.00834376 0.00135855 -0.00130555 0.00284095 0.00167309 0.00567302 0.00170977 0.0138465 -0.00434185 0.00163264
internal_weight=1.32495e+06 1.3249e+06 25275 8745 8513 232 155 77 98 8289 224 162 41 252 54 57 8037 7893 7370 523 58 7349 856 354 333 200 6493 41 133 6452
internal_count=1324949 1324904 25275 8745 8513 232 155 77 98 8289 224 162 41 252 54 57 8037 7893 7370 523 58 7349 856 354 333 200 6493 41 133 6452
is_linear=0
shrinkage=0.05


Tree=201
num_leaves=31
num_cat=1
split_feature=52 60 56 57 56 59 90 62 108 0 54 56 136 81 18 84 65 26 8 11 69 2 28 130 110 12 27 16 72 112
split_gain=1.30513 4.74481 4.49543 3.40617 3.74272 4.62139 3.39076 6.75297 4.69842 4.59598 4.16736 5.04121 7.39632 4.90124 4.40526 4.14018 4.0978 6.26359 4.0134 4.40934 3.95984 4.04518 5.14809 5.19036 3.95168 5.02145 4.27534 3.85723 3.70301 3.60656
threshold=4.8250000476837167 0.42506223917007452 192.81343078613284 237.20729827880862 217.13529968261722 207.18654632568362 -0.57014736533164967 0.28001652657985693 -0.9347114861011504 145.50000000000003 0.10500000044703485 110.97993850708009 0 228.6797790527344 10.405000209808351 0.8276142179965974 7.2850000858306894 216.50000000000003 10.050000190734865 4.2500000000000009 280.14640808105474 158.50000000000003 1009.9500122070314 135.50000000000003 0.35007108747959143 1.6549999713897707 267.50000000000006 8.7100000381469744 0.61881697177886974 0.23343648016452792
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -6 7 27 9 20 15 12 13 -12 -13 -10 17 29 19 -15 -9 22 23 28 25 26 -8 -1 -22 -16
right_child=1 2 3 -5 5 -7 24 8 10 -11 11 14 -14 18 16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001533018153900169 -0.00057800715381898181 0.00089773888495152908 -1.1901795659867792e-05 1.0279163946595658e-05 -0.0026797357719005876 -0.00062985048303468337 0.00010342624620807201 0.0026189481697203964 0.004983505895700892 0.00054438188879396316 -0.0025946562234866327 -0.00012953733288343134 -0.0020752469716107972 0.0032790042592999143 0.0011810994414335073 0.00089662745431717318 0.00083401367737308144 -0.00018658577849010218 0.0032932670630902066 -0.0014464200007254921 0.035654724306530425 0.025951397156859457 0.0022889746290195782 0.0038329559813236012 1.025494984489943e-05 -0.0021048942744395734 -0.0010327340423212509 0.00031719338559602918 0.011869487346460423 0.0061681190850625478
leaf_weight=13866 42088 13012 17491 255860 3481 13084 23062 804 710 1914 1017 93123 6592 711 6486 4872 30301 36296 1533 1615 36 32 195 53 726724 4340 12918 12319 30 384
leaf_count=13866 42088 13012 17491 255860 3481 13084 23062 804 710 1914 1017 93123 6592 711 6486 4872 30301 36296 1533 1615 36 32 195 53 726724 4340 12918 12319 30 384
internal_value=3.07678e-06 -8.05559e-05 -1.14413e-05 -5.22471e-05 -0.000522002 -0.00106062 3.25223e-05 0.000209067 0.000103606 0.00204542 7.12072e-05 2.90345e-05 -0.000984964 0.000492267 9.88378e-05 0.00141646 0.000388314 7.54495e-05 0.00130707 -1.97604e-06 0.00454368 0.00901617 0.00729029 0.0154857 -1.64767e-05 -0.000498286 -0.000304493 0.000961021 0.0248433 0.00145985
internal_weight=1.32495e+06 345016 302928 289916 34056 16565 979933 212889 186704 3064 183640 178058 11468 4876 166590 5582 73467 43166 3859 2326 1150 346 314 119 767044 40320 35980 26185 66 6870
internal_count=1324949 345016 302928 289916 34056 16565 979933 212889 186704 3064 183640 178058 11468 4876 166590 5582 73467 43166 3859 2326 1150 346 314 119 767044 40320 35980 26185 66 6870
cat_boundaries=0 1
cat_threshold=784
is_linear=0
shrinkage=0.05


Tree=202
num_leaves=31
num_cat=1
split_feature=17 93 16 24 89 12 23 136 27 95 42 3 98 122 4 35 106 5 92 77 92 90 7 60 24 91 74 25 108 60
split_gain=1.27643 1.23222 4.96556 11.307 7.68324 6.66367 4.78455 4.84792 4.61663 4.48259 4.22298 5.86851 5.43694 4.0832 4.02561 5.39227 4.80138 4.45536 4.00658 3.97901 3.97353 3.94059 3.92726 3.8707 4.10487 3.83867 3.84213 4.17247 4.71401 3.80559
threshold=2.7999999523162846 -0.14807398617267606 12.50999975204468 219.50000000000003 -0.55784058570861805 2.8349999189376835 8.2650003433227557 0 174.50000000000003 -0.84633851051330555 12.34999990463257 355.50000000000006 -0.86074829101562489 0.49240480363368994 6.7500000000000009 6.2500000000000009 -0.93547713756561268 2.2500000000000004 -0.75242945551872242 15.734999656677248 -0.93008688092231739 -0.99200657010078419 8.7500000000000018 0.38495835661888128 254.50000000000003 1.0000000180025095e-35 0.39234668016433721 342.50000000000006 0.53567224740982067 0.3654076755046845
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 8 23 6 7 14 -4 -8 22 19 -13 18 17 21 -17 -2 -10 -12 29 -16 25 24 -5 -9 -27 28 -28 -18
right_child=1 -3 3 4 -6 -7 9 10 13 -11 11 12 -14 -15 15 16 20 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0084179221869755839 7.0516780376386735e-05 -2.2914950158898078e-05 0.0016121435073036994 -0.00019594101515660645 -0.0021444488698772355 -0.0010651174037644353 -0.0004313809241206881 8.3969798517890663e-06 8.1037871871984704e-06 0.0018187723996733419 0.0036459388836607822 0.028531355146646259 0.0023882391585691555 -0.001310407708852223 0.027969781211577355 -0.0019529259102175165 -0.0025971920728519587 0.0010747322070916536 0.0011884755134022446 -0.0069337169287129524 0.00057132062444388294 0.0050332854430628375 -0.00073143319395321284 -0.00018412311184551211 -0.0027073692323971153 0.0037573733386304983 -0.00068691185476428692 -0.008052165227344454 0.0018516984041928985 0.00026949656866083412
leaf_weight=45 15714 1024280 5650 3008 8908 9488 2939 83300 34978 8964 648 43 37 4629 20 3041 2217 37174 9049 103 15210 294 16131 24150 3544 1179 3025 134 4624 2423
leaf_count=45 15714 1024280 5650 3008 8908 9488 2939 83300 34978 8964 648 43 37 4629 20 3041 2217 37174 9049 103 15210 294 16131 24150 3544 1179 3025 134 4624 2423
internal_value=2.92216e-06 3.20817e-06 9.22143e-05 -0.000209261 -0.000851644 0.000229187 0.000291454 0.00022904 0.000259284 0.00126318 1.55595e-05 0.00356632 0.0164402 0.000102189 0.000535397 -1.35688e-05 -0.000102837 0.000776361 0.000250709 0.00219493 0.000180595 0.00649421 -1.16611e-05 -0.000476545 -0.00155438 0.000114183 0.00109744 0.000694508 0.000847738 -0.00110021
internal_weight=1.32495e+06 1.3249e+06 300624 93916 39610 206708 197220 185317 54306 11903 109224 831 80 48656 76093 23205 22891 52888 44027 751 19850 314 108393 30702 6552 92262 8962 7783 7649 4640
internal_count=1324949 1324904 300624 93916 39610 206708 197220 185317 54306 11903 109224 831 80 48656 76093 23205 22891 52888 44027 751 19850 314 108393 30702 6552 92262 8962 7783 7649 4640
cat_boundaries=0 1
cat_threshold=358
is_linear=0
shrinkage=0.05


Tree=203
num_leaves=31
num_cat=1
split_feature=66 20 75 22 20 40 68 92 95 88 105 53 21 39 60 81 93 136 93 126 29 32 53 62 10 108 78 23 52 37
split_gain=1.25085 3.38236 2.65578 5.52669 4.56573 3.47597 3.71397 3.12341 3.2548 3.19105 3.1156 3.28269 3.03387 2.85693 2.89493 2.79975 3.68512 3.32835 2.83097 2.73392 2.87279 2.93805 3.55633 2.9446 4.6979 2.72302 2.69447 2.68986 2.8692 3.24914
threshold=26.175000190734867 6.5650000572204599 0.64891961216926586 5.4349999427795419 6.1649999618530282 10.550000190734865 316.79061889648443 0.76929250359535228 0.99577260017395031 0.065977152436971678 -0.95516294240951527 0.18500000238418582 8.3750000000000018 20.550000190734867 0.3771491944789887 270.69535827636724 -0.73663929104804982 0 -0.92936983704566944 0.94260558485984813 1014.7500000000001 9.4499998092651385 1.0649999976158144 0.35023833811283117 8.6500000953674334 0.86873638629913341 14.694999694824221 5.3650000095367441 1.8149999976158144 8.7500000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 12 13 -7 -6 9 -9 -10 -12 15 14 -4 16 -5 18 -17 -20 -21 -22 23 24 26 -24 -23 -19 29 -29
right_child=1 -3 3 4 7 6 -8 8 10 -11 11 -13 -14 -15 -16 17 -18 27 19 20 21 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=3.4354887144574866e-05 0.0012423445381562978 9.2460357838154147e-05 -0.0016851147164512752 -0.0008168196246647032 -0.00013217591209246509 0.0023595742378398339 0.024347510430961849 -0.00089500302740743256 -0.012624010981784929 -0.0044335270311443012 0.0097082670136107579 -0.000206724581295032 0.0094222743598908025 0.012382081127725542 -0.00052899849142166479 -0.0030963507759733757 0.0013919298069989317 -0.0017099762995790924 -0.00057633830395603615 -0.0012113730705416166 -0.00073879601578951369 0.015896694056048502 -0.0012895452984351232 0.0038496332827154933 0.0055807602650544668 0.0068402827014741041 0.036307942634448413 0.0085474900551251801 0.00010293061605299575 0.00094631056185242614
leaf_weight=868026 6799 107667 9036 2336 242596 483 20 11081 27 676 177 158 91 40 13511 972 9856 1467 12744 670 396 61 307 219 111 155 22 142 20970 14133
leaf_count=868026 6799 107667 9036 2336 242596 483 20 11081 27 676 177 158 91 40 13511 972 9856 1467 12744 670 396 61 307 219 111 155 22 142 20970 14133
internal_value=2.77605e-06 0.000160761 -1.21633e-05 -0.000130073 -7.60641e-05 -0.000877093 0.00323385 -0.000171309 -0.000954678 -0.00109846 0.00371506 0.00503194 0.000299182 -0.000968642 -0.000992327 0.000286323 0.000968731 0.000127452 -0.000482756 -0.00031009 0.00143801 0.00283462 0.00445184 0.00782326 0.012309 0.00143799 0.0213069 0.00038772 0.000475143 0.00102192
internal_weight=1.32495e+06 114466 1.21048e+06 342457 319367 23090 503 254715 12119 11757 362 335 64652 22587 22547 64561 12192 52369 15657 14685 1941 1271 875 413 194 462 83 36712 35245 14275
internal_count=1324949 114466 1210483 342457 319367 23090 503 254715 12119 11757 362 335 64652 22587 22547 64561 12192 52369 15657 14685 1941 1271 875 413 194 462 83 36712 35245 14275
cat_boundaries=0 1
cat_threshold=7296
is_linear=0
shrinkage=0.05


Tree=204
num_leaves=31
num_cat=1
split_feature=133 100 21 93 95 58 39 113 63 90 64 70 67 93 89 61 12 136 79 4 106 126 29 127 121 12 42 104 83 120
split_gain=1.20259 2.61401 2.33514 2.10093 1.94342 2.3995 1.97251 2.9037 2.58895 2.09877 2.01281 2.13602 1.39892 1.39862 4.59525 6.7765 5.95547 4.87951 6.76953 6.05094 5.75573 5.34755 5.34505 5.13683 3.86686 4.34474 5.45672 4.00592 3.84204 4.92595
threshold=1016.4500122070314 -0.90623283386230458 5.3750000000000009 0.99539023637771618 -0.95196014642715443 171.54766845703128 14.949999809265138 -0.97233289480209339 0.3489080965518952 -0.35024738311767573 5.6649999618530282 268.93507385253912 2.1049998998641972 -0.14807398617267606 -0.85252264142036427 0.25769636034965521 2.7749999761581425 0 9.9449996948242205 6.9500000476837167 -0.93547713756561268 0.87032255530357372 1021.7500000000001 -0.095842104405164705 -0.53727915883064259 0.90500000119209301 11.34999990463257 -0.98367124795913685 268.40946960449224 0.21643137186765674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 12 -3 4 5 -4 -6 10 9 -9 -8 -12 -2 14 15 -1 17 -16 19 22 -21 28 23 -19 25 26 -25 -28 29 -20
right_child=1 2 3 -5 6 -7 7 8 -10 -11 11 -13 -14 -15 16 -17 -18 18 21 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0022375981522051065 -0.0027540881973358673 -0.0025810397310103116 -0.019128651174039328 0.0083033456906883261 -0.00034657231425273848 -0.002338796016515027 -0.00012241132395594554 0.0031321610778104513 0.00016846069731465003 0.017159253297140822 0.020421170316091398 0.0063856418208888509 -0.016698429809027426 -1.986718315282871e-05 -0.00039793605386154141 0.00031277868077588217 -0.0015344748679763842 0.00069971545116452225 -0.0030015665842438467 -0.003153413000097314 -0.00054505264507187154 -0.00057624312245382588 -0.0021402281661326065 0.00026762511709696094 -0.00048899420534769011 0.00060503303300138 -0.0039837360268318101 0.00012827844394986066 0.00095460359792200612 0.0022363200497339175
leaf_weight=4878 35 1119 22 72 13489 650 59 80 1463 40 41 80 37 1011806 50515 73042 6256 29108 1360 2584 11652 7713 2621 4472 32068 24566 1755 894 41802 670
leaf_count=4878 35 1119 22 72 13489 650 59 80 1463 40 41 80 37 1011806 50515 73042 6256 29108 1360 2584 11652 7713 2621 4472 32068 24566 1755 894 41802 670
internal_value=2.63725e-06 -0.000412884 -0.00037289 -0.000218419 -0.000256949 -0.00288846 -0.000141005 0.00143182 0.000747569 0.00780786 0.00744943 0.0111415 -0.00991993 8.09816e-06 0.000103705 0.000433278 -1.40747e-05 3.08381e-05 0.000165163 -5.68663e-05 -0.0010185 0.000637811 8.65066e-05 0.000149355 -0.000101918 0.000289812 -0.000797635 -0.00259599 0.000851445 -0.00127281
internal_weight=1.32495e+06 17187 17115 15996 15924 672 15252 1763 1583 120 180 121 72 1.30776e+06 295956 77920 218036 211780 161265 109720 14236 51545 95484 92863 63755 31687 7121 2649 43832 2030
internal_count=1324949 17187 17115 15996 15924 672 15252 1763 1583 120 180 121 72 1307762 295956 77920 218036 211780 161265 109720 14236 51545 95484 92863 63755 31687 7121 2649 43832 2030
cat_boundaries=0 1
cat_threshold=7312
is_linear=0
shrinkage=0.05


Tree=205
num_leaves=31
num_cat=1
split_feature=101 34 16 41 136 5 5 40 120 53 125 122 118 52 14 124 69 23 22 23 126 55 127 52 79 60 104 32 74 31
split_gain=1.55955 3.65144 3.60774 3.52685 7.97811 6.16333 6.33848 5.37618 5.2991 5.74947 4.76614 4.42606 4.02069 4.04177 4.20859 4.16448 4.8146 4.21762 4.04033 3.81417 3.63799 3.61937 3.47297 3.4418 3.35803 3.19589 3.17932 5.08786 3.12189 3.48669
threshold=-0.08130831271409987 20.849999427795414 6.4600000381469735 2.9500000476837163 0 3.4500000476837163 5.9500000476837167 2.3500000238418584 -0.33379416167736048 2.7749999761581425 0.53727915883064281 -0.96811076998710621 0.31729258596897131 0.22500000149011615 1.7849999666213991 -0.50751903653144825 188.25688934326175 4.8250000476837167 6.9949998855590829 5.1549999713897714 0.88697704672813427 2.6950000524520878 0.87878364324569713 1.8450000286102297 4.3350000381469735 0.39083103835582739 0.33503086864948278 13.050000190734865 0.4348499476909638 1012.5499877929689
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 22 4 5 -1 10 12 9 20 21 -10 13 14 15 16 -6 -18 -15 28 -5 -7 -3 -13 -14 -25 -17 -28 29 -19
right_child=-2 2 -4 8 7 6 -8 -9 11 -11 -12 23 24 18 -16 26 17 19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.00030689834968635258 1.8754861686056533e-05 0.009845166623897561 0.0011595224977248443 -0.0016078463816546406 0.018822779215031095 0.0070491530586180816 -0.00060322144173798314 0.024532457705671817 0.00281716067662805 -0.00018553576099164488 0.00044949098282255824 0.0010140738654688907 -0.0006331433465454376 -0.00086531908745651536 -0.0036657520061491068 0.0017126726794153909 -0.0036997370765424475 0.028780474400679979 -7.4968083680797688e-05 -0.00071147309484536714 -0.0045961763087892767 0.0027723758003749695 -0.0071012102439999593 -0.0023334526402957793 0.00074208847613223673 -0.0001199085095462386 0.025742208355546206 0.00098521951586008085 0.0031513437096613037 0.0047918262242367775
leaf_weight=5494 1186705 222 1616 9919 31 1247 931 22 1379 8507 652 3985 5988 34715 507 4658 877 28 30270 992 1135 820 35 2349 17158 5332 36 49 243 33
leaf_count=5494 1186705 222 1616 9919 31 1247 931 22 1379 8507 652 3985 5988 34715 507 4658 877 28 30270 992 1135 820 35 2349 17158 5332 36 49 243 33
internal_value=1.80945e-07 -0.000158131 0.00203464 -0.000188031 -4.66775e-05 0.00136347 0.00295756 -0.00018167 -0.000642149 -0.00116268 0.0041768 0.000138391 -0.000187377 -0.000370683 0.000732077 0.00105304 -0.000742824 -0.00102195 -0.000497174 0.000790107 -0.00191468 0.00535251 0.00753729 -0.000178257 0.000386308 -0.000796854 0.00188754 0.0114705 0.00569 0.015803
internal_weight=1.32594e+06 139230 1873 137357 104751 9144 3650 95607 32606 19561 2719 13045 95585 72439 7454 6947 2204 2173 64985 1296 11054 2067 257 11666 23146 7681 4743 85 304 61
internal_count=1325935 139230 1873 137357 104751 9144 3650 95607 32606 19561 2719 13045 95585 72439 7454 6947 2204 2173 64985 1296 11054 2067 257 11666 23146 7681 4743 85 304 61
cat_boundaries=0 1
cat_threshold=32
is_linear=0
shrinkage=0.05


Tree=206
num_leaves=31
num_cat=1
split_feature=36 123 124 12 81 17 37 38 59 90 98 23 75 93 14 38 30 15 61 102 54 31 41 28 136 55 11 78 100 107
split_gain=1.53684 2.86498 2.41379 2.73236 3.88119 2.29221 2.04692 1.98962 1.66972 1.64905 1.64224 1.59412 4.9675 3.37694 4.79453 4.16529 2.901 2.70726 3.49883 2.97626 2.59112 2.447 2.72078 2.4453 2.36821 2.3972 2.3364 4.29051 6.83797 6.03535
threshold=7.3500001430511483 -0.3172925859689712 0.53727915883064281 1.6449999809265139 312.53283691406256 6.9049999713897714 7.1499998569488534 6.5499999523162851 328.09164428710943 -0.83333495259284962 -0.88123568892478932 7.1649999618530282 0.70067846775054943 -0.14807398617267606 1.5950000286102297 18.94999980926514 1019.4500122070314 1.6050000190734866 0.34829476475715643 -0.99296587705612172 1.0850000381469729 1017.3500061035157 12.650000095367433 1019.5499877929689 0 3.8349999189376835 0.35000000894069677 7.9849998950958261 0.33165025711059576 -0.32553122937679285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=1 2 -1 4 -4 10 -6 9 -9 -7 -5 12 26 14 15 16 20 18 -14 -19 21 -13 -23 -17 25 -16 27 -2 29 -29
right_child=11 -3 3 5 6 7 -8 8 -10 -11 -12 13 17 -15 24 23 -18 19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0059032989718252795 -2.5550791851197447e-05 -0.0029918735674587982 -0.0012736531410182856 0.0049105369479944695 0.012534052506089211 0.0031196637079119686 0.031385273445630447 0.0025393115034406158 0.01433198115026409 0.021654809415340426 -0.0079258575813635594 0.00076896652831685733 -0.0014987739657126105 9.6768701786877735e-06 -0.0023251746768910416 0.0015241438486975033 -0.0010426170460231868 -0.0078440621690196357 -0.00040259679007291634 -0.00015530069541874796 -2.8306078908732009e-05 0.0037803073582566844 0.020976009018098318 0.0126593743681442 0.00094147973803548565 0.00034329881448889616 9.2197245494865757e-10 0.0045147501388510458 0.00037307620564801393 -0.0021733970447133867
leaf_weight=60 12208 212 33 39 36 20 24 332 33 30 69 1857 9026 460580 1073 3537 6814 126 37621 115861 38702 554 24 50 31827 3903 593766 2276 4846 396
leaf_count=60 12208 212 33 39 36 20 24 332 33 30 69 1857 9026 460580 1073 3537 6814 126 37621 115861 38702 554 24 50 31827 3903 593766 2276 4846 396
internal_value=1.71897e-07 0.00207955 0.00366999 0.00460246 0.0124994 0.00319822 0.0200745 0.00488685 0.0036055 0.0142408 -0.00329049 -1.22163e-06 -4.73431e-05 6.39901e-05 0.000347161 3.58892e-05 -8.70516e-05 -0.000293024 -0.000614703 -0.000163653 7.12299e-05 0.00165326 0.00449432 0.00167936 0.000783058 -0.000231652 1.77858e-05 0.000553123 0.0014928 0.00352354
internal_weight=1.32594e+06 888 676 616 93 523 60 415 365 50 108 1.32505e+06 776126 548921 88341 51538 47951 162634 46647 115987 41137 2435 578 3587 36803 4976 613492 19726 7518 2672
internal_count=1325935 888 676 616 93 523 60 415 365 50 108 1325047 776126 548921 88341 51538 47951 162634 46647 115987 41137 2435 578 3587 36803 4976 613492 19726 7518 2672
cat_boundaries=0 1
cat_threshold=4148
is_linear=0
shrinkage=0.05


Tree=207
num_leaves=31
num_cat=2
split_feature=101 103 64 122 43 136 123 28 80 59 120 23 36 83 26 22 58 82 86 53 6 78 38 12 90 64 136 24 74 85
split_gain=1.44626 4.22726 3.65774 3.35072 3.44713 5.36764 4.6124 5.97775 4.19128 4.18019 3.98231 3.94596 3.93626 3.52456 3.33041 3.32683 3.24187 3.21239 3.20921 3.23048 4.0334 2.98949 2.93008 3.67764 2.88879 4.17826 3.41675 3.13143 3.37617 2.85158
threshold=-0.08130831271409987 -0.16135568171739575 2.9850000143051152 -0.96811076998710621 6.8500001430511483 0 -0.043617725372314446 1014.0499877929689 280.92913818359381 155.33886718750003 -0.33379416167736048 5.9649999141693124 18.44999980926514 270.54701232910162 288.50000000000006 4.6949999332427987 210.94860839843753 261.99975585937506 0.69154292345047008 0.38499999046325689 0.94999998807907116 8.555000305175783 17.050000190734867 0.91500002145767223 -0.57014736533164967 14.025000095367433 1 211.50000000000003 0.90016478300094616 0.72645655274391185
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=3 2 -2 22 5 6 17 13 10 -10 11 -6 15 -8 18 -9 -17 29 19 20 -7 -16 -1 -24 26 27 -20 -26 -29 -5
right_child=1 -3 -4 4 8 14 7 12 9 -11 -12 -13 -14 -15 21 16 -18 -19 24 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00011553805788000944 0.0010881770375264211 1.9078800522667748e-06 4.6907454905054161e-05 0.0028067150932732671 -0.0024563345294462261 -0.01128648387328271 0.0037463639332990769 -0.0057145882832507298 -0.0058954457356473235 0.0017801517993108697 -0.0002130368777333361 -0.00074294883639604585 -0.0052943666418909458 0.009861278527421833 -0.00024062748072572467 0.0052663833340175631 0.00053477054925513752 0.0012414088386574636 0.00022855639506298158 0.00027614867834301461 0.0078386243712811558 0.0009229223719029356 -1.8352984250250058e-05 0.0022485810445150344 -0.00025242684135652946 -0.004286348914573467 -0.00075821188770254153 -0.0015239325015435191 0.01687334541976452 -0.0021707740309259592
leaf_weight=7982 16939 1152969 16797 347 6092 31 789 135 192 2330 10452 7494 222 336 11460 615 880 3074 17941 10032 249 10651 3146 4148 10842 919 17152 10009 25 1685
leaf_count=7982 16939 1152969 16797 347 6092 31 789 135 192 2330 10452 7494 222 336 11460 615 880 3074 17941 10032 249 10651 3146 4148 10842 919 17152 10009 25 1685
internal_value=1.63657e-07 1.80502e-05 0.000569734 -0.000152289 -0.000238398 -0.000100704 0.00113235 0.00269798 -0.000743316 0.00119581 -0.000946764 -0.00151124 0.000951731 0.00557269 -0.000212403 0.00180243 0.00248122 0.000221752 -0.000387567 0.000423997 0.0057212 0.000319861 0.000546423 0.00127082 -0.000534678 -0.000986794 -0.000253886 -0.000841541 -0.0014781 -0.00132078
internal_weight=1.32594e+06 1.1867e+06 33736 139230 123954 97394 8083 2977 26560 2522 24038 13586 1852 1125 89311 1630 1495 5106 67200 10312 280 22111 15276 7294 56888 21795 35093 20876 10034 2032
internal_count=1325935 1186705 33736 139230 123954 97394 8083 2977 26560 2522 24038 13586 1852 1125 89311 1630 1495 5106 67200 10312 280 22111 15276 7294 56888 21795 35093 20876 10034 2032
cat_boundaries=0 1 2
cat_threshold=32 2432
is_linear=0
shrinkage=0.05


Tree=208
num_leaves=31
num_cat=0
split_feature=36 125 13 67 127 26 38 18 85 21 90 12 7 8 23 75 92 68 89 66 82 69 79 60 12 20 126 75 4 30
split_gain=1.38538 2.32017 2.62709 3.18539 2.24983 1.71003 1.55212 1.77199 2.16612 2.20011 1.69342 1.56761 2.00421 1.86773 1.4437 4.47149 3.10182 4.9516 3.85364 3.55234 3.41927 3.61164 2.96981 4.69969 3.94342 3.79349 3.34424 5.15321 4.36671 3.33077
threshold=7.3500001430511483 0.7933231294155122 1.5349999666213991 1.9650000333786013 0.94828754663467418 318.50000000000006 6.5499999523162851 8.7100000381469744 0.84142082929611217 6.3750000000000009 -0.84948432445526112 1.7250000238418581 14.050000190734865 16.44999980926514 7.1649999618530282 0.70067846775054943 -0.11000641062855719 280.43737792968756 0.41582351922988897 13.184999942779543 203.25210571289065 294.95114135742193 12.875000000000002 0.37928801774978643 2.054999947547913 6.1649999618530282 0.97988739609718334 0.71523949503898632 5.6499998569488534 1022.3500061035157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 10 11 -9 -10 -4 -8 -13 -14 15 -2 17 -16 -18 -19 21 -21 23 24 26 -24 29 -28 -29 -17
right_child=14 2 4 -5 -6 -7 7 8 9 -11 -12 12 13 -15 16 22 18 19 -20 20 -22 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0052820331384950819 1.6732358410368768e-05 -0.0017106893859818229 -0.00058930750470608483 0.028937673131003979 -0.0033291968944108791 0.016926640402525665 0.01039872806167039 -0.00046930124232684206 0.023672054170977695 0.005943505373960805 0.017385284113084997 -0.0037418689039718034 0.00059447546104470699 0.012678739810706413 -4.4087367603779231e-05 -0.0008937930212411971 1.1429583340374291e-05 0.00034863039169004601 -0.0046489989658709359 0.0014978804750655323 0.0011941949021917122 0.02167429205340644 0.00041824265158324703 -0.00028588861799011225 -0.0031229095289142523 -0.00029656400081684949 -0.0073309161145395296 0.00067603817174705062 0.0088755013596669621 -0.0038542587739935057
leaf_weight=98 613492 32 20 20 157 20 39 47 30 42 38 184 117 44 46517 13862 454530 29768 444 47 17573 42 26491 56104 2352 62005 120 412 268 1020
leaf_count=98 613492 32 20 20 157 20 39 47 30 42 38 184 117 44 46517 13862 454530 29768 444 47 17573 42 26491 56104 2352 62005 120 412 268 1020
internal_value=1.55275e-07 0.00197441 0.00287457 0.0119798 0.00196151 0.00545751 0.00344216 0.0025491 0.0078801 0.0133304 0.0111871 0.000897043 -0.00017706 0.00389701 -1.1678e-06 -4.50595e-05 6.08912e-05 0.000322453 6.88156e-06 0.000681938 0.0012437 0.0110193 -0.000278152 -0.00051159 -0.00121375 -8.25889e-05 -0.00092741 0.00222182 0.00390759 -0.0010967
internal_weight=1.32594e+06 888 790 72 718 52 561 503 119 72 58 384 345 161 1.32505e+06 776126 548921 93947 454974 47430 17662 89 162634 74138 18034 88496 15682 800 680 14882
internal_count=1325935 888 790 72 718 52 561 503 119 72 58 384 345 161 1325047 776126 548921 93947 454974 47430 17662 89 162634 74138 18034 88496 15682 800 680 14882
is_linear=0
shrinkage=0.05


Tree=209
num_leaves=31
num_cat=1
split_feature=11 136 27 36 25 90 34 99 22 55 63 62 78 62 58 112 57 39 36 83 52 52 38 127 69 71 62 32 85 104
split_gain=1.3015 5.9618 5.16242 4.42681 3.76005 3.58319 3.61782 3.19572 3.35815 3.09062 4.06427 2.98096 2.81897 2.54971 2.37991 3.46569 2.91504 1.96192 2.72718 1.86624 1.81555 1.88961 1.81211 2.11663 1.70926 2.61548 1.90885 1.76538 2.28119 2.24632
threshold=0.35000000894069677 0 314.50000000000006 20.050000190734867 337.50000000000006 0.26372097432613378 12.750000000000002 -0.78331714868545521 6.1749999523162851 1.825000047683716 0.2908493578433991 0.3339927345514298 28.404999732971195 0.25800564885139471 231.35150146484378 -0.70088258385658253 206.33657073974612 12.750000000000002 13.34999990463257 323.12855529785162 1.9249999523162844 3.4650000333786015 6.8500001430511483 0.85260769724845897 322.94473266601568 324.42060852050787 0.3190476149320603 12.650000095367433 0.90109154582023632 -0.53477323055267323
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 19 -6 9 10 -9 -7 -8 -11 -5 20 -17 -15 -19 -1 -16 -22 23 -2 27 26 -26 -4 29 -29
right_child=22 3 24 14 7 11 12 8 -10 13 -12 -13 -14 17 15 16 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0036612334759626984 0.017574286550559325 3.0532647445373022e-05 0.0007121579757464739 0.0024384700617816751 -0.0015064629128686 0.027925178473815322 0.0018609222240385925 0.010597159504891936 -7.6012033488950697e-05 0.018706031115208237 0.037098076218820136 0.0057256327190947157 0.018589404527133761 -0.0038276247789754587 -0.0086893475573995831 0.0045059657210241195 0.026949522233544257 0.024051565712406523 0.001800448040594347 0.011932511208578946 0.01805099858471227 0.0019475534876359495 -1.0501050556578802e-05 0.0026771809824733248 -0.0012981359346491857 0.028484783507883551 0.015231897817575375 0.0067603682384782503 -0.0058813561907942024 0.022766312974272299
leaf_weight=472 27 47037 165 553 146 20 802 39 100 36 23 62 26 51 23 23 39 21 40 20 27 56 1275308 204 31 20 40 467 34 23
leaf_count=472 27 47037 165 553 146 20 802 39 100 36 23 62 26 51 23 23 39 21 40 20 27 56 1275308 204 31 20 40 467 34 23
internal_value=1.4751e-07 0.000249365 0.00279964 0.00013334 7.43367e-05 0.000998449 0.000368433 0.00459278 0.00746533 0.0110564 0.0204281 0.0111402 0.00238621 0.00713047 0.00402181 0.00923365 0.0186237 0.00340975 0.00946067 -0.00302734 0.00374137 0.00718602 -9.69898e-06 0.0044184 0.00607306 0.0125135 0.00801456 0.00522243 0.00664265 0.00751167
internal_weight=1.32594e+06 50396 2182 48214 47493 1402 1320 456 310 210 62 82 828 148 721 168 62 112 61 492 106 83 1.27554e+06 231 780 91 71 689 524 490
internal_count=1325935 50396 2182 48214 47493 1402 1320 456 310 210 62 82 828 148 721 168 62 112 61 492 106 83 1275539 231 780 91 71 689 524 490
cat_boundaries=0 1
cat_threshold=518
is_linear=0
shrinkage=0.05


Tree=210
num_leaves=31
num_cat=2
split_feature=92 60 136 56 124 22 126 136 71 64 101 7 15 56 80 40 84 121 62 54 7 7 70 95 66 73 93 111 53 13
split_gain=1.56399 9.94711 4.44236 3.5871 3.22749 2.97586 3.7437 2.94533 2.91669 4.16748 3.25625 3.41826 3.02165 2.79385 2.99122 2.7248 4.37613 2.90688 2.70886 2.75739 3.05382 3.43643 3.33897 2.68369 2.93735 4.7291 3.29733 2.97935 2.80819 2.6329
threshold=-0.93008688092231739 0.46045988798141485 0 166.47275543212893 -0.94260558485984791 6.3150000572204599 0.90255093574523937 1 312.52600097656256 8.7150001525878924 0.44667778909206396 0.94999998807907116 2.5249999761581425 188.40964508056643 309.21849060058599 12.150000095367433 0.87258395552635204 -0.55191597342491139 0.24631701409816745 0.34499999880790716 0.94999998807907116 2.5499999523162846 269.40914916992193 -0.92048507928848255 0.9350000023841859 0.32378976047039038 -0.10769029706716536 0.80664324760437023 0.34499999880790716 0.91500002145767223
decision_type=2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -4 6 -1 -5 9 10 11 -7 -10 -13 -15 18 17 -17 -6 20 -20 22 -22 -23 25 -25 27 28 29 -26
right_child=-2 3 4 7 15 8 -8 -9 12 -11 -12 13 -14 14 -16 16 -18 -19 19 -21 21 23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00050578531035431985 1.0636357949845806e-05 0.0029628560644943554 -0.0039988267968269599 -0.0035451849168211453 -0.0029586987287613716 -0.0027761807863732669 -0.0029801823986162616 0.00036174267401357907 0.0011025429295789166 -0.001771819626091651 0.0022708479911051713 0.0013767035117347006 0.0064838414871621376 -0.00030257653028620604 -0.0067791146479476323 0.0045247838522745375 0.0076549610051999829 -0.0030378981142014394 -0.0097690943926055408 -0.0012097191353138261 0.015135391212571715 -0.0082052796905239429 0.0020359730092333814 0.016683498350903391 0.024342704087030143 -0.0053196793417226891 -0.00018757814758767687 0.021968647681642323 -0.009088169333214562 0.005003828369081021
leaf_weight=17827 1237022 1320 1049 479 2093 964 1672 36413 1110 2612 2009 3459 341 2677 191 188 223 392 54 12801 93 75 102 28 24 191 150 40 24 66
leaf_count=17827 1237022 1320 1049 479 2093 964 1672 36413 1110 2612 2009 3459 341 2677 191 188 223 392 54 12801 93 75 102 28 24 191 150 40 24 66
internal_value=-3.90343e-06 -0.000206753 -0.00066763 0.000401788 -0.00130862 -0.000323971 -0.00071796 0.000310153 0.000250687 -7.12629e-06 0.000488506 -2.60994e-06 0.0023672 0.000419979 -0.000733894 -0.00113884 0.00170219 -0.000586546 -0.00128377 -0.00102691 0.00173599 0.00251944 0.00828339 0.000639889 0.00190832 -0.00250649 0.00508872 0.010228 0.00610843 0.0101609
internal_weight=1.32569e+06 88667 50455 38212 17593 32862 19499 36892 13363 11912 9300 7291 1451 6327 2868 16544 803 580 15741 13648 847 793 195 598 523 219 304 154 114 90
internal_count=1325689 88667 50455 38212 17593 32862 19499 36892 13363 11912 9300 7291 1451 6327 2868 16544 803 580 15741 13648 847 793 195 598 523 219 304 154 114 90
cat_boundaries=0 1 2
cat_threshold=615 2192
is_linear=0
shrinkage=0.05


Tree=211
num_leaves=31
num_cat=1
split_feature=56 54 6 9 16 122 35 61 136 10 89 101 53 61 84 87 2 108 32 88 57 55 5 107 117 14 73 93 72 20
split_gain=1.54353 4.50146 3.16785 2.79498 2.68205 3.41008 2.87864 2.61557 2.57575 3.72799 4.89979 3.46149 2.87398 2.70942 2.46671 3.00537 2.3205 2.32036 2.27193 2.16392 2.58767 2.40268 2.15946 2.15848 2.36689 3.57902 2.40519 2.14679 2.12429 2.76727
threshold=334.25537109375006 0.83499997854232799 2.0499999523162846 1.5500000119209292 8.7100000381469744 -0.9914070963859557 16.750000000000004 0.3645510226488114 0 8.6500000953674334 0.020751684904098514 0.6017911732196809 0.54500001668930065 0.3299702405929566 0.80041646957397472 0.79410845041275036 341.50000000000006 0.68611118197441112 12.949999809265138 -0.14347822964191434 269.45779418945318 2.4150000810623173 15.150000095367433 -0.99503913521766651 0.8140845298767091 1.8750000000000002 0.50258713960647594 -0.92936983704566944 0.887325018644333 6.7249999046325692
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 -5 28 23 14 10 12 22 13 -10 -7 -16 -3 -13 -9 27 21 -21 -11 -2 25 -25 -26 -18 -6 -30
right_child=1 16 3 4 6 8 -8 18 9 11 -12 17 -14 -15 15 -17 19 -19 -20 20 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-8.0040596857026929e-06 0.017002982217254062 -0.00050983668127245322 0.017018142449669541 0.019951779692401663 -0.001349004430374213 -0.011737724164024342 -0.012088928870331795 0.0073362449583198354 0.021911828613115681 -0.0034280154272509377 0.032677785566319589 0.022378463709028438 -0.00015685460342454815 0.0011090906569734217 0.014865325433867319 -0.00041692930182451429 0.016748187602275894 0.0048422905608747971 0.027663917860223187 0.021468251321295446 0.002839624168871738 0.0015264118809010024 0.01267020149541128 -0.0045922794140055099 0.024425972118447332 0.013590984240484737 0.0026043387059222108 0.00058569298522646006 -0.0015698254855092747 0.013875490934427442
leaf_weight=1317342 33 4913 30 29 506 43 53 28 45 221 23 20 62 24 35 398 21 332 27 44 153 23 23 109 23 36 28 949 58 58
leaf_count=1317342 33 4913 30 29 506 43 53 28 45 221 23 20 62 24 35 398 21 332 27 44 153 23 23 109 23 36 28 949 58 58
internal_value=-3.70946e-06 0.000674074 0.00258895 0.00187385 0.00163844 0.0030054 -0.000903083 0.00752421 0.00260455 0.0043994 0.011393 0.00266616 0.00765592 0.0146761 -0.000309411 0.000818357 -3.00049e-05 0.00583866 0.0173153 0.00195101 0.00642806 0.0146225 -0.00191056 0.00517264 0.00318079 -7.7814e-05 0.0124455 0.000935603 5.0052e-05 0.00615283
internal_weight=1.32569e+06 8347 2244 1960 1930 1255 675 284 1226 750 154 596 131 69 476 433 6103 352 55 1190 220 67 244 229 196 145 51 970 622 116
internal_count=1325689 8347 2244 1960 1930 1255 675 284 1226 750 154 596 131 69 476 433 6103 352 55 1190 220 67 244 229 196 145 51 970 622 116
cat_boundaries=0 1
cat_threshold=6193
is_linear=0
shrinkage=0.05


Tree=212
num_leaves=31
num_cat=0
split_feature=92 60 7 59 103 60 79 56 16 4 67 60 27 93 36 21 39 90 30 55 26 79 114 116 3 66 104 72 9 121
split_gain=1.4086 8.97653 3.30674 3.26492 3.52225 3.54526 3.35596 3.23747 3.02302 3.64627 3.26284 3.25998 3.71561 3.20366 3.12802 3.11306 3.0831 4.06921 3.7984 3.30651 4.01078 3.23417 3.04722 3.02611 3.01298 3.25957 2.93762 3.0899 2.84964 2.77265
threshold=-0.93008688092231739 0.46045988798141485 12.949999809265138 70.34589004516603 0.81784930825233471 0.21268977969884875 30.085000038146976 166.47275543212893 10.405000209808351 5.3500001430511483 28.474999427795414 0.23229967802762988 303.50000000000006 -0.21351621299982068 22.750000000000004 6.8150000572204599 22.250000000000004 -0.75680804252624501 1010.5499877929689 0.94499999284744274 332.50000000000006 6.6949999332427987 0.14780378341674807 -0.9914070963859557 326.50000000000006 1.9149999618530276 -0.66122558712959278 0.48734726011753088 9.6500000953674334 -0.89490029215812672
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 24 -3 9 16 15 -12 -13 14 -10 -11 19 -18 -19 22 21 -21 -5 -15 -7 28 -22 -28 -26 -9
right_child=-2 7 -4 8 5 6 -8 29 13 10 11 12 -14 23 -16 -17 17 18 -20 20 26 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.005612866906838869 1.027462148667315e-05 0.00281511347742322 -0.0045624606805345054 -0.00095871547921193138 -0.013248835748958368 -0.0022027674332157788 0.020200693039223554 0.0013606931439930246 -0.00074368136624751089 -0.00070949735940159921 0.020889017190067815 -0.006288731842448287 0.0055303392147454137 0.0038090309833080094 -0.0072314834988185589 -0.0037000263755560085 0.02894757007714361 -0.010245562058445366 0.01102449704785928 -0.00019045335839877695 0.0020365448752114471 0.0014884323718495265 -0.013915958883792526 -0.0037423826566560028 -0.0093769328016787765 0.009993283694209763 0.0001714087297858776 -0.010369769207721733 0.010982157792896033 0.00011869444536720306
leaf_weight=661 1237022 1320 530 3341 54 639 20 5237 15782 13539 26 89 263 145 188 930 20 31 65 4843 138 7036 46 1560 55 121 106 202 25 31655
leaf_count=661 1237022 1320 530 3341 54 639 20 5237 15782 13539 26 89 263 145 188 930 20 31 65 4843 138 7036 46 1560 55 121 106 202 25 31655
internal_value=-3.52399e-06 -0.000196033 -0.000633848 -0.000592142 -0.00283244 -0.000821643 -4.13309e-05 0.000382057 -0.000519165 -0.000219055 -0.00078191 0.00380396 0.00254199 -0.00104001 -0.000820056 -0.000901715 0.000308914 0.00843044 0.00415604 0.000248954 0.00062919 0.00080396 -0.00113469 -0.00310018 -0.000523284 0.00481597 -0.00402574 -0.00674196 -0.00301472 0.000295002
internal_weight=1.32569e+06 88667 50455 49925 1575 914 860 38212 48350 30675 14847 378 352 17675 15970 14469 15828 116 96 15712 12325 11879 3387 1705 840 201 446 308 80 36892
internal_count=1325689 88667 50455 49925 1575 914 860 38212 48350 30675 14847 378 352 17675 15970 14469 15828 116 96 15712 12325 11879 3387 1705 840 201 446 308 80 36892
is_linear=0
shrinkage=0.05


Tree=213
num_leaves=31
num_cat=2
split_feature=56 54 6 9 16 122 124 94 3 61 136 122 66 25 120 23 72 12 7 59 136 84 87 95 103 103 9 2 88 13
split_gain=1.39005 4.06257 2.85898 2.52247 2.42055 3.0776 2.61602 2.78787 3.23919 2.36055 2.32463 3.42575 2.33445 3.48426 2.41405 2.33196 2.25856 2.95037 3.59577 3.27766 2.2542 2.2262 2.71235 2.13849 2.10793 2.04322 2.21384 2.03838 2.60817 4.08189
threshold=334.25537109375006 0.83499997854232799 2.0499999523162846 1.5500000119209292 8.7100000381469744 -0.9914070963859557 0.74892720580101024 -0.43171310424804682 323.50000000000006 0.3645510226488114 0 0.1650413200259209 6.1150000095367441 331.50000000000006 -0.28400452435016627 6.2049999237060556 0.52288854122161876 2.4550000429153447 9.4499998092651385 211.63420867919925 1 0.80041646957397472 0.79410845041275036 -0.14973061531782147 -0.32170590758323664 0.80986475944519054 4.2500000000000009 324.50000000000006 -0.095451753586530672 1.7549999952316286
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 5 -5 -6 -8 23 25 21 12 16 14 15 -14 17 18 19 -12 27 -7 -23 -9 -24 26 -2 -3 -29 -30
right_child=1 20 3 4 6 10 7 8 -10 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=-7.4232859354042702e-06 0.004091043400833206 -0.00027656671777467147 0.016166721404297278 0.018953676624544738 -0.0048785249177152991 -0.011151351651101005 -0.0085286831341178752 0.01935971515971081 -0.00086424858287048123 0.016449006638404998 0.020291721054281182 0.020789399007335306 0.020396888886267943 0.021381463935332641 -0.0052877148822881286 0.00051321461074182702 -0.00067938279749557009 0.01651450385898352 -0.0052567544243769882 0.0029379781252808043 -0.0011611114555138903 0.014121545454753297 0.011322000878197807 0.0054380394984036686 -0.001526488913556679 -0.0088897518345523469 0.017601314237391627 0.0013954143000306021 0.026975017524091528 0.0048439605106287229
leaf_weight=1317342 168 1988 30 29 253 43 59 36 209 55 39 30 30 42 40 29 319 50 81 90 2549 35 35 118 363 24 37 1384 24 158
leaf_count=1317342 168 1988 30 29 253 43 59 36 209 55 39 30 30 42 40 29 319 50 81 90 2549 35 35 118 363 24 37 1384 24 158
internal_value=-3.34779e-06 0.000639856 0.00245899 0.00177964 0.00155601 0.00285462 -0.000858442 0.0015517 0.00319011 0.00714748 0.00247381 0.00417893 0.00354487 0.0093142 0.00419476 0.0106236 0.0021399 0.00559894 0.00299999 0.00818446 -2.90184e-05 -0.000294443 0.000776925 0.00869246 -0.000396597 0.00491349 0.00652948 0.000784003 0.00213538 0.00776234
internal_weight=1.32569e+06 8347 2244 1960 1930 1255 675 422 363 284 1226 750 720 141 99 59 579 260 210 129 6103 476 433 154 398 229 205 3554 1566 182
internal_count=1325689 8347 2244 1960 1930 1255 675 422 363 284 1226 750 720 141 99 59 579 260 210 129 6103 476 433 154 398 229 205 3554 1566 182
cat_boundaries=0 1 2
cat_threshold=6193 820
is_linear=0
shrinkage=0.05


Tree=214
num_leaves=31
num_cat=2
split_feature=11 136 27 23 36 103 25 52 24 97 84 33 35 22 82 8 136 80 13 55 63 3 103 60 100 54 31 8 108 43
split_gain=1.30139 4.67007 6.13655 4.18685 3.19718 3.09552 2.65613 4.40782 4.38725 2.78663 2.64363 2.29235 2.13594 2.27496 2.12795 4.8029 4.56353 3.55817 3.44041 3.2415 3.05461 3.00451 3.32327 2.81563 3.79339 4.04858 2.74038 3.02342 3.02201 2.8299
threshold=1.0000000180025095e-35 0 314.50000000000006 6.1050000190734872 19.94999980926514 0.63636279106140148 337.50000000000006 1.8450000286102297 331.50000000000006 -0.44398552179336542 0.87676271796226513 13.050000190734865 11.949999809265138 7.1349999904632577 312.55856323242193 11.750000000000002 1 307.48992919921881 1.4149999618530276 0.22500000149011615 0.46851395070552831 308.50000000000006 -0.74446299672126759 0.42506223917007452 -0.62696632742881764 1.6449999809265139 1016.6499938964845 11.949999809265138 0.99436092376708995 0.15000000223517421
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 5 6 -4 -3 8 -8 -10 -7 -1 -5 -14 17 -16 18 -2 -17 20 -18 22 -21 24 25 -24 27 -20 -29 -28
right_child=14 4 3 12 -6 10 7 -9 9 -11 -12 -13 13 -15 15 16 19 -19 26 21 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0018768566190181157 -1.4616774772959841e-05 5.7209854640788268e-05 0.0061907871282868149 0.0026416637226096404 0.0033926287995266185 0.0027133912302479309 0.00095910575846038936 0.0013806639215026375 0.013596157066953871 0.038084669393442933 -0.0087164664953558145 0.0022896662191323881 0.013645832056720451 0.0045257242264128044 -0.00036205198988497228 0.016671236923762732 0.0014677738440118885 0.00032553119710367799 -0.011618566743366174 -0.0074003816180323303 0.0091207143000075677 0.00027364126029126741 0.018714301459387774 0.00029040963304384954 -0.0019330241079374201 -0.0070729877293595799 0.0056539506371328877 0.0024350765119314651 -0.0050982833847059705 0.0010721360689161636
leaf_weight=617 1047048 45743 241 96 745 119 34 277 26 21 88 710 244 95 108388 42 2364 82976 53 190 138 26223 45 3567 3453 23 750 589 172 612
leaf_count=617 1047048 45743 241 96 745 119 34 277 26 21 88 710 244 95 108388 42 2364 82976 53 190 138 26223 45 3567 3453 23 750 589 172 612
internal_value=-3.18084e-06 0.000249539 0.00249036 0.00573154 0.000143264 0.00233889 9.07851e-05 0.00438081 0.0146406 0.0245378 -0.00214568 0.000352406 0.00922558 0.01109 -1.28919e-05 -0.00019211 0.000289817 1.03598e-05 0.0024858 0.000153798 0.00188988 2.41857e-05 -0.000874615 -0.000699686 -0.00170272 0.00999213 0.00222343 -7.17797e-05 0.000732399 0.00359516
internal_weight=1.32569e+06 49056 2210 883 46846 448 46101 358 81 47 207 1327 435 339 1.27663e+06 146609 38221 1.13002e+06 2218 36003 2502 33501 7278 7088 3521 68 2176 814 761 1362
internal_count=1325689 49056 2210 883 46846 448 46101 358 81 47 207 1327 435 339 1276633 146609 38221 1130024 2218 36003 2502 33501 7278 7088 3521 68 2176 814 761 1362
cat_boundaries=0 1 2
cat_threshold=652 48
is_linear=0
shrinkage=0.05


Tree=215
num_leaves=31
num_cat=0
split_feature=87 59 55 30 92 125 6 59 12 62 101 121 91 126 106 55 76 79 21 32 23 72 32 13 113 78 27 99 100 52
split_gain=1.54188 4.69787 4.25632 3.22989 3.12319 3.00253 3.11472 2.98002 3.17642 2.86922 2.81312 2.6587 3.78049 2.62527 2.87336 3.37821 3.13405 2.77492 3.43329 4.35742 2.71754 2.57883 2.56457 2.55316 2.52502 2.51765 3.11024 2.53617 2.64601 3.00087
threshold=0.88536140322685253 110.50509262084962 0.064999999478459372 1011.1499938964845 -0.88208690285682667 -0.38266885280609125 3.1499999761581425 230.41768646240237 2.6750000715255742 0.21201226860284808 0.81270521879196178 -0.60873827338218678 -0.99910426139831532 0.87032255530357372 -0.58839693665504444 2.3449999094009404 22.82499980926514 11.295000076293947 5.305000066757203 9.2500000000000018 6.3450000286102304 0.42974191904067999 18.94999980926514 1.0850000381469729 -0.99535831809043873 19.085000038146976 323.50000000000006 -0.48537151515483851 0.80319565534591686 0.79500001668930065
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 11 -2 -5 -7 8 10 -9 13 12 -3 14 17 -16 -17 -4 19 -19 22 -14 23 -20 -25 -15 -27 28 29 -28
right_child=1 2 7 5 -6 6 -8 9 -10 -11 -12 -13 21 25 15 16 -18 18 20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=1.4586338092527619e-05 -0.0060028616661404318 0.021103793220675512 -0.00011942133053863778 -0.00032947992243053807 -0.0013840759070105793 0.0077300927179252236 0.0025918876535403869 -0.001900838111674318 -0.0013908683937824298 -0.00028993861853689125 0.0025076812928947817 -0.0050401522893952283 0.014261375768110159 -0.0017557533895758695 -0.0040079085954451508 0.0019960717656883364 -0.003476982795903593 0.02007819419637058 0.013329025233680434 0.0027378235028870995 0.0016958330540534116 -0.0010330949722398431 -0.01374217484880126 -0.0097267432774970075 0.0002469116062982971 -0.00025659853428096097 0.019232712101398243 0.019043432285680492 -0.010940933768171818 0.0027411444292460979
leaf_weight=1218229 406 23 8066 540 3715 410 1051 2888 2775 64472 1474 266 30 2734 752 825 383 37 37 1738 4683 339 33 64 7512 820 36 34 25 118
leaf_count=1218229 406 23 8066 540 3715 410 1051 2888 2775 64472 1474 266 30 2734 752 825 383 37 37 1738 4683 339 33 64 7512 820 36 34 25 118
internal_value=-1.34823e-06 -0.000183987 -0.000117225 0.00185702 -0.00183912 0.00285632 0.00403382 -0.00016998 0.000226108 -0.000359004 0.000378882 -0.00118187 0.00143625 0.000266402 0.000458047 -0.00137698 0.000260824 0.000620277 0.00104331 0.00309928 0.000747308 0.000210358 0.000166358 0.000226647 0.000162657 -0.000961204 0.0011417 0.00652482 0.00414698 0.00659632
internal_weight=1.32452e+06 106286 102165 2659 4121 2001 1461 99506 32146 67360 29371 658 392 27897 24130 1960 1208 22170 14104 1775 12329 369 7646 7613 7576 3767 1033 213 179 154
internal_count=1324515 106286 102165 2659 4121 2001 1461 99506 32146 67360 29371 658 392 27897 24130 1960 1208 22170 14104 1775 12329 369 7646 7613 7576 3767 1033 213 179 154
is_linear=0
shrinkage=0.05


Tree=216
num_leaves=31
num_cat=0
split_feature=135 60 20 80 39 76 56 39 32 65 103 12 82 90 92 33 52 69 83 27 53 36 135 72 102 20 66 129 67 37
split_gain=1.36427 1.79426 2.4958 3.8535 2.64466 2.62222 4.25522 2.19447 2.23129 2.65183 2.31606 2.31832 2.18751 2.18681 2.11391 2.02382 2.05493 1.82731 1.78475 2.35382 1.77372 1.74485 4.97738 1.69658 1.69195 1.58731 1.53652 1.45864 1.47483 1.53356
threshold=1011.2500000000001 0.39489145576953893 7.0450000762939462 283.58305358886724 16.650000572204593 24.714999198913578 206.99953460693362 12.550000190734865 11.949999809265138 1.2749999761581423 0.68776267766952526 2.245000004768372 324.02713012695318 -0.057956635951995843 -0.17074259370565412 11.750000000000002 0.46500000357627874 320.29029846191412 214.0622482299805 282.50000000000006 1.5549999475479128 15.650000095367433 1019.4500122070314 0.37398630380630499 0.8295390009880067 5.4649999141693124 11.025000095367433 330.50000000000006 1.0049999952316286 12.050000190734865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 12 -7 8 -2 10 13 -12 25 27 -5 -11 -17 -16 19 -9 -20 -22 -23 -18 -25 -6 -27 28 29 -10
right_child=1 -3 3 14 5 6 -8 18 9 15 11 -13 -14 -15 17 16 23 -19 20 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=7.0099814337991541e-06 -0.0023676353502959106 -0.00016062993469420715 -0.014290673887977999 -0.00021292172596856421 -0.0035198143201081882 -0.0032596392557024956 0.027169042027175978 -0.0048671907795194008 0.0039306317921727896 0.013317072888215384 0.028616501399803731 0.005390764184465463 -0.011355650608117383 0.018380304358222268 0.0061537132693836134 -0.0086101490852241915 0.014309215028992012 0.021808001478867873 -0.0041642261334417247 0.014709257885046742 -0.0022566240944149395 -0.001769228165719523 0.01637324971565977 -0.00089364563673152589 0.010965675849001856 0.0096513667306077962 -0.0056856962898746135 -0.0065178360880875008 -0.0019849520439848951 0.021198883717879653
leaf_weight=1290078 669 29293 30 140 56 20 27 28 36 27 21 22 30 22 166 72 21 21 1220 34 1529 155 50 500 32 89 20 41 46 20
leaf_count=1290078 669 29293 30 140 56 20 27 28 36 27 21 22 30 22 166 72 21 21 1220 34 1529 155 50 500 32 89 20 41 46 20
internal_value=-1.28082e-06 -0.000311871 -0.00117313 0.00285982 -0.00147389 0.00361921 0.0142207 -0.00174507 -0.000202024 0.00148262 0.00639832 0.0167336 0.00106399 0.0037049 0.00443326 -8.55789e-05 -0.000664573 0.00791168 -0.00252734 0.00586828 -0.00270356 -0.00167586 0.00265577 0.000369932 -0.000180303 0.00332211 0.00683723 0.00144714 0.00464875 0.0100979
internal_weight=1.32452e+06 34437 5144 357 4787 242 47 4545 1529 860 208 43 195 165 327 652 625 187 3016 62 2954 1734 205 553 532 165 109 143 102 56
internal_count=1324515 34437 5144 357 4787 242 47 4545 1529 860 208 43 195 165 327 652 625 187 3016 62 2954 1734 205 553 532 165 109 143 102 56
is_linear=0
shrinkage=0.05


Tree=217
num_leaves=31
num_cat=0
split_feature=87 95 91 88 55 1 103 73 72 75 57 31 8 31 39 127 113 21 23 88 101 97 106 72 2 97 101 61 9 22
split_gain=1.37504 2.98759 3.61703 4.66694 4.16535 3.53947 3.86118 3.31795 3.17801 4.16019 3.05057 2.87541 2.83254 3.56404 2.75967 2.60221 2.59508 3.01242 2.4476 2.74677 2.69181 4.01452 2.6937 3.10491 2.9289 2.6641 2.40461 2.39051 2.38964 3.05101
threshold=0.88536140322685253 -0.63251212239265431 -0.21038672327995298 0.26280753314495092 0.064999999478459372 216.50000000000003 -0.11806635186076163 0.64630556106567394 0.8484461009502412 0.86583048105239879 115.97964096069337 1020.0499877929689 12.34999990463257 1011.6499938964845 13.050000190734865 0.38266885280609136 -0.88697704672813404 6.0350000858306894 6.1050000190734872 -0.36199055612087244 0.81270521879196178 -0.48855121433734888 -0.66342797875404347 0.79292583465576183 334.50000000000006 1.0000000180025095e-35 -0.97325491905212391 0.52120646834373485 0.94999998807907116 7.0950000286102304
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 4 26 5 7 15 -3 11 10 14 18 -8 -14 -10 -7 -9 -18 19 20 22 -22 23 24 -2 -20 -4 -28 29 -11
right_child=1 2 3 -5 -6 6 12 16 9 28 -12 -13 13 -15 -16 -17 17 -19 25 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.3831010793412017e-05 0.0016468432695371769 -0.0079327464796428489 0.015672034810164145 -0.0069988807404018751 -0.0003243860487885965 0.0061422574718806395 0.00093215669201470992 -0.0011462437921374074 0.01534236920376722 0.023352883464003056 -0.0023724826425230009 -0.0029231120219335408 0.023296822125332489 0.0043722924708928324 -0.0025257728295400741 0.01917703761295839 0.02217906636984221 0.0014619042734030953 0.0011339613810400111 -0.00075979064965273795 0.010538130399734787 0.00094861510069301684 -0.0011211473592683515 -0.002017316619045746 -0.0026840687653513278 -0.0069429869046871324 -0.0016885923492595764 0.0018898037140741356 0.00050786519098854261 -0.0022709536233118605
leaf_weight=1218229 5367 149 21 376 66592 295 1106 317 47 26 2953 620 31 126 40 44 28 47 11595 5751 167 315 2112 786 421 103 4141 526 2163 21
leaf_count=1218229 5367 149 21 376 66592 295 1106 317 47 26 2953 620 31 126 40 44 28 47 11595 5751 167 315 2112 786 421 103 4141 526 2163 21
internal_value=-1.21678e-06 -0.000173692 -0.000349574 -0.0016392 -0.000254562 0.00191517 0.00309602 -0.00158154 0.000225851 -0.000900549 -0.00210062 0.000442967 0.00182429 0.00810898 0.00712713 0.00783409 0.000832561 0.00919631 0.000521374 9.68072e-05 0.000634143 0.00427112 0.000432321 0.000931397 0.00133183 0.00106284 -0.00120932 -0.00128528 0.000750225 0.0119039
internal_weight=1.32452e+06 106286 73799 5064 68735 2143 1602 541 32487 5250 3040 27237 1263 157 87 339 392 75 26617 14919 9168 482 8686 6574 5788 11698 4688 4667 2210 47
internal_count=1324515 106286 73799 5064 68735 2143 1602 541 32487 5250 3040 27237 1263 157 87 339 392 75 26617 14919 9168 482 8686 6574 5788 11698 4688 4667 2210 47
is_linear=0
shrinkage=0.05


Tree=218
num_leaves=31
num_cat=2
split_feature=39 98 95 120 123 91 13 23 75 79 60 126 121 20 136 95 53 120 81 93 100 136 66 28 88 40 39 1 55 97
split_gain=1.25853 1.73703 2.51304 1.6389 1.9372 2.05285 1.5083 1.26981 3.34678 2.97798 4.54061 3.75165 2.95097 2.9258 4.59082 4.50975 3.71816 4.80562 3.16826 2.796 4.90992 4.42809 3.15044 3.06282 2.7814 3.03378 3.12014 2.73076 2.69656 2.75339
threshold=7.0499999523162851 -0.79155296087265004 -0.56196662783622731 -0.28400452435016627 -0.39873388409614557 -0.93937969207763661 3.1750000715255742 7.1849999427795419 0.7273043990135194 12.875000000000002 0.3752202987670899 0.98321744799613964 0.83385404944419872 6.3849999904632577 0 -0.48735973238945002 0.62500000000000011 -0.63605400919914235 334.96125793457037 -0.087229225784540163 0.49212187528610235 1 24.015000343322757 1012.4500122070314 -0.89566117525100697 11.84999990463257 12.949999809265138 2.5000000000000004 1.0000000180025095e-35 -0.97022369503974903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -3 8 -2 10 11 -10 27 14 -11 18 17 -17 -16 20 -9 22 23 -22 -23 -26 -27 -13 -19 -30
right_child=7 6 3 -5 -6 -7 -8 19 9 13 -12 12 -14 -15 15 16 -18 28 -20 -21 21 24 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.017402360254205773 6.0976230118013969e-06 -0.0017813326647313746 0.024042426119558515 -0.0059780594200600648 0.00082165292085478476 0.0048237450209192255 0.0095555376127937491 9.1887661201972754e-05 -0.0014972445979779744 -0.00043711929647862201 -0.00029294423271514501 0.017526678387254763 0.017736687278375029 -0.00030357387444226899 0.0017188654875933307 0.0043494813729695429 -0.00023310172068869564 -0.0077028674900392509 0.017018235176253848 4.8246089748903495e-06 -0.00020458156563968267 0.0013337382371724652 0.0026194763488598003 0.0013317063289599316 -0.002028118478289175 0.016287116217956116 0.00094136095583202564 0.00096457065931198108 0.007903236270970504 -0.00019496962897131662
leaf_weight=39 639319 214 24 37 79 33 34 69565 13246 12356 49181 26 30 48302 7135 1126 9646 107 34 448028 4364 1212 3329 12644 2426 44 134 582 116 1103
leaf_count=39 639319 214 24 37 79 33 34 69565 13246 12356 49181 26 30 48302 7135 1126 9646 107 34 448028 4364 1212 3329 12644 2426 44 134 582 116 1103
internal_value=-1.15594e-06 0.00261369 0.00593687 0.00335216 0.00589053 0.0129158 -0.000227084 -2.06439e-06 -4.28113e-05 -0.000261487 -0.000518364 -0.00131686 0.00242817 -5.87974e-05 0.000315082 0.000797285 0.000208839 0.0019474 0.00179142 5.67763e-05 0.000305136 0.00091933 0.00121224 0.000937518 -0.000643217 -0.00156584 0.00473469 0.00167282 -9.23702e-05 0.000575655
internal_weight=1.32452e+06 460 212 173 136 57 248 1.32406e+06 782309 142990 63065 13884 638 79925 31623 19267 12098 2452 7169 541746 93718 24153 20337 17008 3816 2604 178 608 1326 1219
internal_count=1324515 460 212 173 136 57 248 1324055 782309 142990 63065 13884 638 79925 31623 19267 12098 2452 7169 541746 93718 24153 20337 17008 3816 2604 178 608 1326 1219
cat_boundaries=0 1 2
cat_threshold=5265 1859
is_linear=0
shrinkage=0.05


Tree=219
num_leaves=31
num_cat=1
split_feature=87 59 55 8 90 29 92 126 29 6 64 136 64 58 11 81 84 33 15 52 69 76 35 73 57 125 67 24 76 89
split_gain=1.2364 3.81616 3.52034 2.9576 3.27589 2.92666 2.79307 2.74048 2.89035 2.67494 3.71443 2.66372 5.25771 3.13416 3.57488 3.12025 3.07378 2.7786 2.81144 2.70792 3.81431 2.8751 2.66344 2.74933 2.62861 3.29112 3.31106 2.61301 2.60961 2.5238
threshold=0.88536140322685253 110.50509262084962 0.064999999478459372 5.8500001430511483 0.63764673471450817 1014.9500122070314 -0.91203999519348133 -0.026175950653851029 1019.4500122070314 4.9500000476837167 0.39499999582767492 0 1.6349999904632571 202.61203765869143 0.55000001192092907 336.68975830078131 0.90984684228897106 14.650000095367433 1.4049999713897707 1.5249999761581423 328.64871215820318 28.505000114440922 16.150000572204593 0.53298366069793712 265.45001220703131 0.88697704672813427 40.094999313354499 350.50000000000006 29.425000190734867 0.069490160793066039
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 5 9 -3 29 -7 -9 10 22 12 -4 17 -15 24 19 18 -13 20 21 -17 23 -5 25 26 28 -20 -14 -2
right_child=1 2 11 4 -6 7 -8 8 -10 -11 -12 13 15 14 -16 16 -18 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.3170722507202251e-05 -0.0077998889005768488 -0.0013106108948719268 0.0013100324240824255 0.0063724729915459952 0.018919203249794066 -0.00044152190803731906 -0.0012616871764283926 0.012093730930668803 -0.0042803108993479441 0.0014987307712502028 0.0028845174341357404 -0.00535538536869832 0.00053671161354125799 0.0012288082949957406 -0.00039705563852863605 0.014880886716058568 0.017807359143327445 -0.00017080345222657823 -0.0014260965372914632 0.00034584013090352531 0.024655712185607803 -0.010983968217095193 0.003715494100717788 0.025189502076669174 -0.00059902757498027056 -0.0013852060902493492 0.0044577969687766041 -0.0089312109933719821 -0.0010858022150566991 0.0038759779091924428
leaf_weight=1218229 292 1005 7641 30 33 164 3774 130 34 913 248 608 17879 3710 38114 21 39 2771 3458 240 31 22 47 55 18573 2909 493 120 2877 55
leaf_count=1218229 292 1005 7641 30 33 164 3774 130 34 913 248 608 17879 3710 38114 21 39 2771 3458 240 31 22 47 55 18573 2909 493 120 2877 55
internal_value=-1.09831e-06 -0.000164647 -0.000104475 0.00169099 0.00336294 2.78176e-05 -0.00165639 0.0041288 0.00869911 0.00296591 0.00649101 -0.000152453 0.000101252 -0.000416205 -0.000252833 -0.000113103 0.00456846 -0.00139896 -0.00221196 0.00292414 0.0112862 0.00164771 0.0132669 0.0185482 -0.000151777 0.000192075 0.000408005 -0.00167781 0.000311814 -0.00594925
internal_weight=1.32452e+06 106286 102165 2659 1326 1333 4121 328 164 1293 380 99506 50725 48781 41824 43084 353 6957 4186 314 74 43 132 85 42731 24158 21249 3578 20756 347
internal_count=1324515 106286 102165 2659 1326 1333 4121 328 164 1293 380 99506 50725 48781 41824 43084 353 6957 4186 314 74 43 132 85 42731 24158 21249 3578 20756 347
cat_boundaries=0 1
cat_threshold=870
is_linear=0
shrinkage=0.05


Tree=220
num_leaves=31
num_cat=1
split_feature=89 136 27 20 88 95 19 105 74 8 65 103 91 54 104 23 127 68 62 6 112 123 110 99 111 61 59 2 72 53
split_gain=1.43895 3.13174 3.2853 3.1561 3.86569 3.63102 3.39485 2.90617 3.4985 3.49619 3.14914 3.03484 2.97979 2.74028 4.11487 2.82358 2.66017 2.56274 2.41877 2.32816 2.25345 3.61203 2.7901 3.056 4.12748 3.51433 4.12301 3.60044 3.20335 2.89845
threshold=0.50583559274673473 0 349.50000000000006 6.8650000095367441 -0.62546381354331959 0.61467868089675914 7.4149999618530282 -0.62096694111824025 0.34231308102607733 2.1499999761581425 0.45499999821186071 -0.57637539505958546 -0.32703997194766993 0.30500000715255743 0.33503086864948278 5.2149999141693124 0.49240480363368994 246.87715148925784 0.38055948913097387 9.0500001907348651 -0.67556449770927418 0.87878364324569713 0.78375256061553966 -0.74908086657524098 0.81515550613403331 0.39010138809680944 272.31094360351568 26.500000000000004 0.67153865098953258 0.22500000149011615
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 20 4 -2 17 7 8 9 -6 16 12 -11 14 -8 -15 -9 -5 19 -10 -3 22 23 28 25 26 -25 -27 -22 -24
right_child=1 2 -4 5 6 -7 13 10 18 11 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 21 -23 29 24 -26 27 -28 -29 -30 -31
leaf_value=9.4488525780032071e-07 0.0023514276291194919 -0.002478664153566732 -0.0094479957406636422 0.0037493365684513158 0.02237209725379944 -0.013572954137011298 0.0028020695097858645 -0.0068067852086548149 -0.0061741949001676115 0.026664350423961883 -0.011277014244424961 -0.0039352326412443765 0.0012010383109251658 -0.0059442003535142701 0.020228676995458574 0.00056146287185137049 0.016560131240458714 -0.0032614019900415372 0.0026784207721646052 0.0074639198075815601 0.0015026650025556413 -0.012862324761226774 0.0065409688039485799 -0.0031053651121651961 0.01519217721997174 -0.0039771765766834673 0.0095571466250759032 0.020371066541791116 -0.0069514339831787068 -0.002129701480624959
leaf_weight=1315938 2039 2196 127 169 25 70 312 29 393 20 169 81 27 188 38 1478 21 570 131 34 505 56 104 225 81 22 90 49 144 1316
leaf_count=1315938 2039 2196 127 169 25 70 312 29 393 20 169 81 27 188 38 1478 21 570 131 34 505 56 104 225 81 22 90 49 144 1316
internal_value=-3.75266e-06 -0.000580994 -0.00150766 0.000207333 0.0006778 -0.00268908 -0.00048056 -0.00297957 -0.00142834 0.0052697 -0.00801575 0.00192938 0.0120365 0.000672256 0.0046941 -0.00017267 0.00300732 -0.00165813 -0.0032649 -0.00508826 -0.0013002 -0.000301771 -2.44086e-05 0.00184635 0.00493081 0.00277751 0.000512495 0.0128265 -0.000373129 -0.00149467
internal_weight=1.32665e+06 10709 4915 5794 4985 809 2946 930 711 153 219 128 47 2016 350 1666 50 739 558 427 4788 2592 2536 1116 467 386 315 71 649 1420
internal_count=1326647 10709 4915 5794 4985 809 2946 930 711 153 219 128 47 2016 350 1666 50 739 558 427 4788 2592 2536 1116 467 386 315 71 649 1420
cat_boundaries=0 1
cat_threshold=2786
is_linear=0
shrinkage=0.05


Tree=221
num_leaves=31
num_cat=3
split_feature=94 54 90 59 75 61 89 35 136 63 136 123 109 116 114 6 38 99 117 136 20 43 41 39 84 81 120 11 84 92
split_gain=1.4277 6.22356 6.84905 4.67647 4.2783 4.5639 5.01525 4.99656 4.22565 3.78803 4.57801 3.81707 3.57378 3.50127 3.31047 4.10882 3.25272 3.15864 3.13493 3.12821 4.68275 3.10814 3.04251 3.01651 3.30303 2.98423 3.9357 3.56974 3.09745 2.92707
threshold=-0.93785056471824635 1.6050000190734866 -0.091951437294483171 26.076156616210941 0.36003333330154424 0.26112990081310278 -0.82446855306625355 13.84999990463257 0 0.31524099409580236 1 -0.63605400919914235 0.032652793452143676 0.59480014443397533 -0.82409480214118946 9.7500000000000018 21.349999427795414 -0.91519734263420094 0.94828754663467418 2 5.4449999332427987 11.650000095367433 17.550000190734867 18.750000000000004 0.78507304191589367 234.53827667236331 0.56638467311859142 6.0499999523162851 0.78833925724029552 -0.98386508226394642
decision_type=2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 -1 5 6 7 17 -7 10 11 14 -3 16 15 -6 -4 -5 -14 20 -15 -8 -10 -11 -25 26 -12 -28 -27 -30
right_child=-2 2 13 4 9 8 21 -9 22 23 25 -13 18 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 28 27 -29 29 -31
leaf_value=-0.0052769506127994092 9.8894798809355612e-06 -0.0015606155890933518 0.00010420849797491935 0.041772591411357834 0.0063053815292558922 -0.008607510054909338 0.0057874818854337642 0.0056733146397641206 0.00053872290731650312 -0.00035170138746840816 -0.00078684084000997252 -0.0024084170580706294 -0.00016209772997321861 0.0070203578095897976 -0.00061351066149811274 0.029932983815670014 0.0036184590943440214 0.01612009861772614 -0.0077145958322680733 0.0006158403771752757 0.001852768435259392 -0.0055502687530839118 0.015102118998765946 0.00035453933056023924 -0.005404086184317352 -0.0055829581346123567 0.031094947069650516 0.0044735583997167205 -0.0066201058271233267 -0.0018431967958716202
leaf_weight=614 1243012 5642 16987 21 230 117 230 61 1167 11025 212 382 31599 502 186 20 685 28 138 4982 3460 82 37 408 639 1013 20 34 363 2751
leaf_count=614 1243012 5642 16987 21 230 117 230 61 1167 11025 212 382 31599 502 186 20 685 28 138 4982 3460 82 37 408 639 1013 20 34 363 2751
internal_value=-3.56503e-06 -0.000203531 3.54117e-05 -0.0009821 -0.000843499 0.00151748 0.00604421 0.0152242 7.13961e-05 -0.0010816 -0.00220827 0.00122557 -0.000401074 0.000648404 0.00443758 0.00819559 0.000240427 0.027114 -0.000194938 0.0014545 0.00250121 0.00280769 0.000978145 -0.000595267 -0.00316004 -0.00284399 0.00228267 0.0143333 -0.00318131 -0.00240004
internal_weight=1.32665e+06 83635 63995 19640 19026 1743 422 110 1321 17283 5211 818 37379 26616 436 250 17672 49 31737 8944 3962 312 1204 12072 1047 4393 266 54 4127 3114
internal_count=1326647 83635 63995 19640 19026 1743 422 110 1321 17283 5211 818 37379 26616 436 250 17672 49 31737 8944 3962 312 1204 12072 1047 4393 266 54 4127 3114
cat_boundaries=0 1 2 3
cat_threshold=1282 68 610
is_linear=0
shrinkage=0.05


Tree=222
num_leaves=31
num_cat=1
split_feature=6 4 80 92 90 136 37 28 30 15 105 72 9 5 89 52 12 61 38 52 13 122 20 104 73 82 76 1 14 56
split_gain=1.3386 3.23319 4.78279 3.85198 3.48167 3.25999 3.44883 3.98491 3.30204 3.53908 2.66825 2.63165 3.04595 2.51019 2.41616 5.18315 2.74653 2.72665 2.56877 2.34213 2.71279 2.71872 2.8894 3.09366 2.85678 2.42102 2.32894 2.70676 4.17648 3.4135
threshold=9.4499998092651385 9.6500000953674334 307.48992919921881 -0.91203999519348133 0.53193446993827831 0 14.449999809265138 1014.3500061035157 1015.5499877929689 1.294999957084656 -0.89363560080528248 0.72430595755577099 9.0500001907348651 7.0499999523162851 -0.79637509584426869 0.18500000238418582 2.2649999856948857 0.28288352489471441 15.750000000000002 0.2650000005960465 1.485000014305115 -0.14780378341674802 5.5450000762939462 -0.58499261736869801 0.4621089398860932 318.04748535156256 34.174999237060554 349.50000000000006 2.6149998903274541 244.21022033691409
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 4 10 6 8 -8 13 -10 -3 -11 -13 -4 15 16 18 -18 -5 20 25 22 23 -22 -23 -7 -1 -28 29 -29
right_child=-2 2 5 14 -6 19 7 -9 9 11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 21 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-6.446516570921453e-06 -0.00012831205293854255 -0.0068508781753957096 0.012387769270156113 0.0091366605843387523 -0.020910932223957318 0.0063729219482495233 0.029399684257805349 0.0052706480449573566 0.018157885864386526 -0.00086870148684697185 -0.00096509245618222521 0.021873037513966364 0.0051926373229481473 -0.0035410020569611764 -7.4052268915369372e-05 0.00049187332758654067 0.017158838341800639 0.00042356467215934638 0.00027819409184509295 0.00084387820126140961 0.0070488777455380743 -0.0077660486453880921 -0.0062790519355431854 -0.0051990069544911892 0.01145746208973179 0.023544629135479531 0.00081225965047983673 0.0018829496231462274 0.0017688205761904937 0.021471681695462007
leaf_weight=1084214 184603 254 28 359 26 65 28 44 49 176 796 30 312 212 26202 11353 26 381 106 12586 170 23 115 74 121 30 3955 35 213 61
leaf_count=1084214 184603 254 28 359 26 65 28 44 49 176 796 30 312 212 26202 11353 26 381 106 12586 170 23 115 74 121 30 3955 35 213 61
internal_value=-3.38979e-06 1.6803e-05 0.000396039 0.000114142 -0.00283645 0.00118789 0.00412194 0.0146542 0.00323334 0.00531418 -0.00238889 0.00409923 0.00665583 -0.00168265 0.000196762 0.000777202 0.00449204 0.00149265 0.00711731 0.000988393 0.0040465 0.00258295 0.000254852 0.00333436 0.00838704 0.0117956 -1.85992e-06 0.00116438 0.00567131 0.01433
internal_weight=1.32665e+06 1.14204e+06 53566 39503 1076 14063 879 72 807 567 1050 518 342 240 38427 12225 872 407 465 13184 598 503 359 244 144 95 1.08848e+06 4264 309 96
internal_count=1326647 1142044 53566 39503 1076 14063 879 72 807 567 1050 518 342 240 38427 12225 872 407 465 13184 598 503 359 244 144 95 1088478 4264 309 96
cat_boundaries=0 1
cat_threshold=16
is_linear=0
shrinkage=0.05


Tree=223
num_leaves=31
num_cat=1
split_feature=79 94 20 88 52 127 88 60 120 136 87 58 33 122 87 88 85 59 62 126 63 22 97 124 16 21 61 77 94 71
split_gain=1.42005 4.17783 2.65563 2.25025 2.14731 3.57956 2.71491 2.45849 2.38339 2.35141 2.40182 3.96526 3.10272 2.43095 3.86824 2.76618 2.25961 3.15339 3.45226 4.34671 3.09489 3.85903 3.0039 3.35951 2.07015 1.99528 1.97577 2.12628 3.43637 1.88595
threshold=36.704999923706062 -0.60770601034164418 6.1449999809265146 -0.62546381354331959 0.89499998092651378 0.9238443672657014 -0.93154910206794728 0.46272467076778417 -0.70088258385658253 0 0.858678698539734 293.71987915039068 10.34999990463257 -0.50751903653144825 0.91266521811485302 -0.97948443889617909 0.86092060804367077 328.09164428710943 0.38679786026477819 0.97233289480209362 0.32379655539989477 6.5950000286102304 -0.53830966353416432 0.93038213253021251 10.405000209808351 6.4549999237060556 0.31723046302795416 45.43499946594239 0.81253275275230419 330.40364074707037
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 25 -4 5 6 9 8 -8 -3 11 -11 13 14 15 -12 17 20 19 -19 21 22 23 -7 -6 -2 -14 28 -28 -10
right_child=1 4 3 -5 24 16 7 -9 29 10 12 -13 26 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.7951246526122144e-06 -0.00068552651780919406 -0.0016956744380615158 -0.0020214293744194546 -0.0057937457021586284 -0.0008718804449809463 -0.0012790065155261093 0.0020297361501226468 0.0032552450933990579 -0.0027342040319654625 0.026978723696384838 0.028955954770581462 -0.0019606903288513426 -0.0041747889822071867 -0.0040787048405036335 -0.0013304024096578359 0.0087610438869645205 0.0018673541414249237 0.025182073492429815 0.033775420431047677 -0.0052911101430654535 -0.0005337758836135067 0.030388398543000225 -0.0075040551185208779 0.021917097572539304 6.8204201581118239e-05 0.012369377141197523 0.0036635035153098957 -0.0042347635965878988 0.024580021109431985 0.0050924303791957141
leaf_weight=1295543 1200 212 1067 628 10250 27 385 313 1547 29 39 20 121 24 30 30 923 22 20 25 148 20 28 37 13661 30 108 55 24 81
leaf_count=1295543 1200 212 1067 628 10250 27 385 313 1547 29 39 20 121 24 30 30 923 22 20 25 148 20 28 37 13661 30 108 55 24 81
internal_value=-3.2203e-06 -0.000337079 -0.00213569 -0.00341908 -0.000150382 0.000882716 -4.91807e-05 -0.000867148 -0.00150814 0.00270023 0.00458163 0.0151667 0.00348452 0.0101977 0.0136586 0.0201756 0.00313269 0.00670425 0.0163767 0.00897293 0.00421175 0.0104826 0.00615528 0.0121312 -0.000334785 -0.000367114 0.000803628 0.00402496 0.00746651 -0.0023448
internal_weight=1.32665e+06 31104 2925 1695 28179 4268 3018 2326 2013 692 480 49 431 123 99 69 1250 327 67 47 260 112 92 64 23911 1230 308 187 132 1628
internal_count=1326647 31104 2925 1695 28179 4268 3018 2326 2013 692 480 49 431 123 99 69 1250 327 67 47 260 112 92 64 23911 1230 308 187 132 1628
cat_boundaries=0 1
cat_threshold=160
is_linear=0
shrinkage=0.05


Tree=224
num_leaves=31
num_cat=2
split_feature=94 54 90 70 5 15 59 75 61 41 62 39 136 124 32 122 136 88 19 77 79 79 2 105 27 59 11 62 62 77
split_gain=1.28568 5.97305 5.61502 3.82953 3.37037 3.45823 3.12495 3.16596 3.98672 4.04756 3.80906 3.47365 3.17282 3.13767 3.6942 3.03137 2.92492 2.92407 2.85164 2.82159 2.88513 3.85977 2.78125 2.71039 2.66185 2.63779 4.02008 3.11762 2.79639 2.5981
threshold=-0.94515863060951222 1.6050000190734866 -0.091951437294483171 319.56344604492193 12.550000190734865 1.5349999666213991 26.076156616210941 0.36003333330154424 0.24637641757726672 17.550000190734867 0.23167748749256137 18.94999980926514 0 0.94828754663467418 12.050000190734865 0.93038213253021251 1 -0.040781164541840546 11.120000362396242 1.6150000095367434 0.6850000023841859 2.4050000905990605 332.50000000000006 -0.99785122275352467 309.50000000000006 312.23474121093756 11.750000000000002 0.17200117558240893 0.24631701409816745 1.3949999809265139
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 5 16 -1 8 10 17 24 12 22 14 -12 18 -3 19 -4 20 -10 29 23 -9 -8 27 28 -5 -27 -22
right_child=-2 2 15 25 -6 -7 7 11 9 -11 13 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0046261553857305428 9.280848493624961e-06 -0.001970812076702683 0.001161162139901541 0.009672172098053676 -0.0056491656745227053 0.00026664773257980455 0.0096747581982204039 -0.0030505123599930679 -0.010227485562098168 0.016312914322081366 0.026654638377949597 -0.0034377180607984628 -0.0013438505765493189 -0.011072090592545769 0.0040339256138414948 -0.0026288713999445107 -0.00045372011695995866 -0.00462905840627188 9.5769450344052628e-05 -0.0001359024220981858 0.010013077939419371 -0.0077834393542546496 -0.0042407703953477325 0.00078272738155372263 0.032730154657647725 8.3108459200177873e-05 -0.013410769423733102 -0.0060624514856887713 0.022235879636016385 0.029446780326820556
leaf_weight=527 1248187 3981 14011 33 301 13977 31 507 21 38 20 1273 8269 30 185 710 15691 293 11384 815 95 26 337 5099 21 28 23 684 29 21
leaf_count=527 1248187 3981 14011 33 301 13977 31 507 21 38 20 1273 8269 30 185 710 15691 293 11384 815 95 26 337 5099 21 28 23 684 29 21
internal_value=-3.05993e-06 -0.000199384 4.21272e-05 -0.000987429 -0.000381821 -0.000334703 -0.000833985 -0.000716985 0.00140335 0.000233227 0.00674027 -0.000935523 -0.000711396 0.00403067 0.00624082 0.00059348 -0.000761965 -0.000247519 0.000683571 0.00106515 0.00707042 0.00962856 0.000170566 0.000436054 0.0189856 -0.00437743 0.004234 -0.00533826 0.0113538 0.0135312
internal_weight=1.32665e+06 78460 60055 18405 33950 33649 17608 17081 1596 1309 287 15485 14212 235 205 26105 19672 1271 25395 978 163 142 5943 5606 52 797 80 717 57 116
internal_count=1326647 78460 60055 18405 33950 33649 17608 17081 1596 1309 287 15485 14212 235 205 26105 19672 1271 25395 978 163 142 5943 5606 52 797 80 717 57 116
cat_boundaries=0 1 2
cat_threshold=1124 1424
is_linear=0
shrinkage=0.05


Tree=225
num_leaves=31
num_cat=1
split_feature=112 79 20 90 33 87 86 8 1 136 121 69 85 59 85 83 99 60 28 96 59 20 62 52 29 93 94 16 119 56
split_gain=1.57886 3.30784 3.65357 5.40692 4.77573 4.24963 4.70574 4.65385 3.67824 3.11592 2.84499 2.7585 2.65054 2.56221 2.38159 3.0314 2.98841 2.34866 2.34739 2.44599 3.3312 3.73385 2.56897 2.27683 2.25375 3.31755 5.58835 2.17129 2.90504 2.68899
threshold=0.078456107527017607 1.6050000190734866 4.3350000381469735 -0.85240083932876576 14.949999809265138 0.83698928356170665 0.8458409607410432 8.6500000953674334 118.50000000000001 0 -0.82409480214118946 316.83358764648443 0.68661615252494823 155.33886718750003 0.7726055681705476 198.52573394775393 -0.94790932536125172 0.34976200759410864 1022.4500122070314 -0.15163017064332959 291.66674804687506 5.0450000762939462 0.37284570932388311 2.1950000524520878 1013.3500061035157 0.61496740579605114 0.98293781280517589 14.039999961853029 -0.44618082046508784 110.97993850708009
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 14 7 -7 -3 -6 10 -4 13 -12 -11 -5 -16 -17 -10 19 20 -15 22 -22 -13 25 -14 -27 28 -26 -29
right_child=1 2 9 4 8 6 -8 -9 17 11 12 23 24 18 15 16 -18 -19 -20 -21 21 -23 -24 -25 27 26 -28 29 -30 -31
leaf_value=-1.4728201014309065e-05 -5.2540214748080255e-05 0.0072253299131989487 0.0031270422587938575 -0.012035326282592615 0.021877840702377617 -0.010105004623377075 0.022733971681445836 0.038161422564618047 -0.0084969149759182554 -0.0059064654244961757 0.003721880448428356 0.021976531036198139 0.0014146344643279993 0.00016986806758142577 -0.01578719012439251 0.020125228244578467 -0.001522780510342934 0.014293755907565356 -0.0071478606271958949 -0.0024990388534816615 0.032739653512835504 0.0034670915268941015 0.0073971490049734717 0.0040168120106682179 -0.0038401865145988516 0.016800239313595807 -0.0093868424598541542 -0.010987323858653723 0.00034048616014645196 0.0012506045568780875
leaf_weight=1289944 22459 20 1886 53 42 24 20 31 26 199 736 20 1712 3760 20 25 44 20 116 787 20 221 20 150 746 83 27 46 938 1854
leaf_count=1289944 22459 20 1886 53 42 24 20 31 26 199 736 20 1712 3760 20 25 44 20 116 787 20 221 20 150 746 83 27 46 938 1854
internal_value=-5.60053e-06 0.000320509 0.000934485 0.00617233 0.00202755 0.0162071 0.0048218 0.0260296 0.0111798 0.000806694 0.00142667 -0.000136067 0.00090686 -0.000344254 -0.00364428 0.00135264 0.0063207 0.00141207 -0.000119461 5.01089e-05 0.000549034 0.00601135 0.0200684 0.00612972 0.000523609 0.00195545 0.0103725 -0.000204297 -0.00151152 0.000954318
internal_weight=1.32605e+06 36105 13646 325 230 95 44 51 88 13321 8028 5293 6142 5123 142 89 69 46 4924 4808 4021 261 40 170 5406 1822 110 3584 1684 1900
internal_count=1326049 36105 13646 325 230 95 44 51 88 13321 8028 5293 6142 5123 142 89 69 46 4924 4808 4021 261 40 170 5406 1822 110 3584 1684 1900
cat_boundaries=0 1
cat_threshold=1075
is_linear=0
shrinkage=0.05


Tree=226
num_leaves=31
num_cat=0
split_feature=81 30 95 103 12 99 8 125 98 24 88 37 10 98 66 71 28 25 52 112 30 68 64 69 67 28 34 32 54 11
split_gain=1.58303 3.16187 2.76519 2.5005 2.32205 2.21907 2.1941 2.14491 3.46091 3.09242 2.53834 4.37311 3.93456 3.01946 2.37993 2.3052 2.1252 1.97062 1.96077 2.54163 1.82613 1.72272 1.62577 2.17247 2.03235 1.73412 1.59945 1.74224 1.55956 1.5145
threshold=351.35958862304693 1012.4500122070314 0.096078909933567061 0.26286678016185766 3.0149999856948857 1.0000000180025095e-35 9.3499999046325701 0.99901017546653759 -0.53717827796936024 354.50000000000006 0.091949712485075011 9.9499998092651385 15.650000095367433 -0.339392140507698 6.0150001049041757 292.59490966796881 1014.7500000000001 351.50000000000006 0.66500002145767223 -0.11319890245795249 1013.0499877929689 234.13310241699222 1.3149999976158144 308.51905822753912 4.555000066757203 1015.9500122070314 14.250000000000002 13.84999990463257 0.064999999478459372 15.449999809265138
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 16 28 26 20 10 -9 -10 14 -12 13 -13 15 -8 -3 -6 19 -16 -4 -18 23 -22 25 -24 27 29 -5 -2
right_child=1 2 6 4 17 -7 7 8 9 -11 11 12 -14 -15 18 -17 21 -19 -20 -21 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.7797677948969053e-06 -0.0062867741714702774 0.015110815246589483 0.012781028898263519 0.004440957689657808 0.015685626429647371 -0.018226823575484257 0.0071056903072530993 0.02134027648237808 0.00019619451144956484 0.018635348477567145 0.025116449251904024 0.020277423424453572 -0.016428711832988829 -0.002348229360456268 0.017807475663721564 -0.0076852291803682013 0.012483132417712893 -0.0057742249406874183 6.9824786034452575e-05 0.001707834937383957 0.00017874001456551593 -0.00320452165457287 0.013913348255514661 -0.014984685710777402 -0.0024819140946460219 0.0012503330437043175 0.0045384607901994859 -0.019245007115283184 -0.0074123514175251431 0.0015575831989904313
leaf_weight=1323187 256 26 22 30 23 30 32 34 121 28 28 29 21 30 39 149 21 20 432 66 44 105 34 51 540 132 47 21 370 81
leaf_count=1323187 256 26 22 30 23 30 32 34 121 28 28 29 21 30 39 149 21 20 432 66 44 105 34 51 540 132 47 21 370 81
internal_value=-5.3205e-06 -0.00117998 -0.000476391 -0.00343782 -0.00533647 -0.0051055 0.000485427 0.00204818 0.00694589 0.00366127 0.00096309 0.00810978 0.00215744 0.00877285 -0.0001119 -0.00507026 0.00209574 0.0057043 0.00155935 0.0076877 -0.00143051 -0.000589913 -0.00182084 -0.00796163 -0.000994527 0.00384396 -0.00413355 -0.00527205 -0.00652335 -0.00440134
internal_weight=1.32605e+06 2862 2427 595 443 435 1832 1009 183 149 826 108 80 59 718 181 152 43 537 105 823 126 801 95 706 166 405 358 400 337
internal_count=1326049 2862 2427 595 443 435 1832 1009 183 149 826 108 80 59 718 181 152 43 537 105 823 126 801 95 706 166 405 358 400 337
is_linear=0
shrinkage=0.05


Tree=227
num_leaves=31
num_cat=0
split_feature=81 30 12 115 29 53 77 103 99 4 15 99 66 106 89 35 9 78 90 54 28 61 56 54 104 15 17 64 61 55
split_gain=1.42869 2.85359 2.03113 2.57012 2.36895 3.45498 3.61492 2.76768 2.00271 1.96012 2.02809 2.35565 1.81524 1.76831 1.91072 1.86652 1.71551 1.66611 2.41201 3.04522 2.40998 1.96549 1.75047 1.71031 2.17277 1.68073 1.66762 1.64199 1.59659 1.80675
threshold=351.35958862304693 1012.4500122070314 2.2849999666213994 0.14780378341674807 1015.1499938964845 1.6549999713897707 27.585000038146976 0.67738181352615368 1.0000000180025095e-35 5.6499998569488534 2.3449999094009404 -0.53703272342681874 5.1549999713897714 -0.11969966813921927 -0.39984060823917383 14.050000190734865 11.550000190734865 7.5150001049041757 -0.91402122378349293 0.34499999880790716 1015.0499877929689 0.35244590044021612 268.97889709472662 1.0000000180025095e-35 -0.13362313807010648 0.95499998331069957 7.4149999618530282 21.795000076293949 0.412415161728859 0.81499999761581432
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 17 12 6 16 -8 -2 -9 -11 -12 -4 27 -15 -16 -6 20 19 -19 -3 -21 -23 24 -20 -22 -27 -14 29 -13
right_child=1 2 4 -5 5 -7 7 9 -10 10 11 28 13 14 15 -17 -18 18 23 21 25 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.6407796713691359e-06 -0.003926871754796773 0.017117051264503972 -0.0085014153776801719 0.011078006320207756 0.030598866716027264 5.4519880251282127e-05 0.018668549985935291 -0.012029235632646651 -0.017315482419605059 -0.0047981661379191227 0.018563375737038302 0.0043159823731652334 0.0094915655434632054 -0.0083309544490327188 0.0055764946939521713 -0.0088186492968816317 0.010771184503876916 0.017096137368827369 -0.0077307519769029961 -0.0091972717438087177 -0.0084942254336181511 0.014117303665261717 -0.0033489370707684429 -0.0063574494746389378 0.011206013396043671 0.014069772236557169 -0.00026679664965391007 -0.0028571031639714624 0.011823718655588372 -0.011119455629243302
leaf_weight=1323187 405 20 92 36 20 613 30 21 30 51 33 70 67 98 76 32 24 27 28 48 58 26 32 497 33 22 260 45 42 26
leaf_count=1323187 405 20 92 36 20 613 30 21 30 51 33 70 67 98 76 32 24 27 28 48 58 26 32 497 33 22 260 45 42 26
internal_value=-5.05448e-06 -0.00112098 -0.000452572 -0.00205856 0.000850195 0.00224607 0.00648398 0.00434043 -0.00485022 0.00257152 0.00395268 0.00656258 -0.00231605 -0.000526577 -0.00327581 0.00131127 0.0197838 -0.00250853 -0.00394545 0.00210534 0.000249566 -0.00171307 0.00448076 -0.00538766 0.00251373 -0.000742639 0.000851659 0.00453005 0.00369282 0.000135551
internal_weight=1.32605e+06 2862 2427 1087 1340 930 317 273 435 243 222 171 410 318 206 108 44 1051 691 133 360 106 58 558 61 340 282 112 138 96
internal_count=1326049 2862 2427 1087 1340 930 317 273 435 243 222 171 410 318 206 108 44 1051 691 133 360 106 58 558 61 340 282 112 138 96
is_linear=0
shrinkage=0.05


Tree=228
num_leaves=31
num_cat=1
split_feature=112 68 106 64 5 84 116 21 69 136 20 84 59 94 18 76 69 118 1 112 55 88 8 72 121 123 87 122 90 91
split_gain=1.42347 3.02674 2.92028 3.32385 3.63543 2.57994 3.47839 2.64312 2.11223 1.99938 2.65513 2.31454 2.71971 2.54111 1.84725 1.72705 1.74744 1.66698 1.92434 2.17349 2.01393 2.58047 2.22994 2.43953 1.89851 2.12189 3.55265 1.85835 2.09778 2.27008
threshold=0.078456107527017607 267.46551513671881 -0.99436405301094044 0.75499999523162853 2.9500000476837163 0.83897081017494213 0.095842104405164733 4.3350000381469735 322.94473266601568 0 5.6849999427795419 0.86171498894691478 305.25442504882818 0.72638970613479625 7.4149999618530282 10.484999656677248 253.9942321777344 0.99535831809043895 2.5000000000000004 -0.0087262028828264497 0.14500000327825549 -0.93609309196472157 12.84999990463257 0.36728990077972418 -0.82409480214118946 -0.0087262028828264497 0.83975309133529674 -0.30069434642791742 -0.56137898564338673 -0.54330107569694508
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 3 4 -3 6 7 -4 -9 -7 11 13 14 -11 -13 16 -5 -1 19 -19 21 -20 24 -24 25 26 -22 -25 29 -29
right_child=1 2 5 15 -6 9 -8 8 -10 10 -12 12 -14 -15 -16 -17 -18 18 20 -21 22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=-1.1204252683191989e-05 0.00012569077273985669 0.0022438697250826019 0.013803523044603375 0.017868582571211915 0.029368427104006212 0.0002697305372158234 -0.0045243081977362227 0.00046246093725987603 0.010952875666244298 0.0088192436677106325 0.0020492241474073282 -0.0057158087434557581 0.019817860213958701 0.026764258530668241 0.0046356411671891404 -0.006398425579947584 0.0036217597609851508 0.0013627989774708891 0.016190729532032634 0.018070880692296974 -0.0021430946711916477 2.4653221896176278e-05 0.015220717619273015 -0.0061236160030337366 -0.0043144042578439823 -0.0076556476046486452 0.026390199968591335 0.0023069808773439507 -0.0010513934999801008 0.023892715493483204
leaf_weight=1287900 31310 21 39 26 30 606 338 2314 49 191 764 60 23 22 153 34 125 103 26 24 24 488 28 89 1062 24 20 29 106 21
leaf_count=1287900 31310 21 39 26 30 606 338 2314 49 191 764 60 23 22 153 34 125 103 26 24 24 488 28 89 1062 24 20 29 106 21
internal_value=-4.80175e-06 0.000304845 0.00147467 0.00689801 0.0181995 0.00119393 0.000224798 0.000893074 0.000679994 0.00265375 0.00381113 0.006894 0.00348354 0.0106727 0.00171974 0.00378247 0.00607486 -1.34686e-05 -0.00144023 0.00452023 -0.0018351 0.000842392 -0.00281603 0.00123949 -0.00379581 0.00430344 0.0108266 -0.000358368 0.00293078 0.011373
internal_weight=1.32605e+06 36105 4795 236 51 4559 2740 2402 2363 1819 1213 449 236 213 213 185 151 1.28994e+06 2044 127 1917 514 1403 273 1130 68 44 245 156 50
internal_count=1326049 36105 4795 236 51 4559 2740 2402 2363 1819 1213 449 236 213 213 185 151 1289944 2044 127 1917 514 1403 273 1130 68 44 245 156 50
cat_boundaries=0 1
cat_threshold=6225
is_linear=0
shrinkage=0.05


Tree=229
num_leaves=31
num_cat=1
split_feature=112 79 20 115 55 18 108 58 82 34 122 34 127 2 17 121 58 15 17 30 22 127 26 88 102 16 38 22 136 31
split_gain=1.28471 2.86272 3.23607 3.23911 3.61516 5.48124 3.54904 3.19198 3.13026 3.10507 3.03089 2.65307 2.58666 2.4164 2.10589 2.15419 2.32103 2.09973 2.04293 2.58029 3.34946 2.01562 1.96035 1.93952 1.90893 2.47599 4.06127 4.98773 2.39571 2.41952
threshold=0.078456107527017607 1.6050000190734866 4.3350000381469735 -0.76037701964378346 1.2749999761581423 10.405000209808351 -0.19481024891138074 217.22718811035159 246.67146301269534 14.949999809265138 0.90255093574523937 18.94999980926514 0.50751903653144848 138.50000000000003 4.2599999904632577 -0.8338540494441985 301.51536560058599 0.87500000000000011 8.7100000381469744 1017.7500000000001 5.1349999904632577 0.14780378341674807 172.50000000000003 0.31450854241847997 0.15415339171886447 13.344999790191652 13.250000000000002 5.2950000762939462 0 1011.5499877929689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=-1 -2 3 4 5 7 -6 8 -3 22 11 14 -13 -11 -4 16 -16 -14 23 20 -20 -7 -5 -12 25 26 27 -17 29 -28
right_child=1 2 10 9 6 21 -8 -9 -10 13 18 12 17 -15 15 24 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.2795200344520032e-05 -5.7436629098820167e-05 0.016407306202583846 0.012609038950019592 -0.018411583715098222 0.034713023476302625 -0.016979303376542198 0.0093927365457338666 0.024769821794969699 -0.00900036133825779 0.019545694972787585 -0.0045173846946119358 0.0054322396930062793 -0.0095787383771191049 -0.0020750963594764471 0.0019973796548907697 0.0083515885457055676 0.019117999295704069 0.0015866213192073453 0.017090414880464474 -0.008284216693128536 -0.00034643135240046484 0.003674669337591955 -0.0013198458679741431 -0.017424324066895577 0.0012596490850262274 0.00067720175681457357 0.0068061770618192442 -0.00061651154413654651 -0.0042592949841680277 -0.0017849470100396846
leaf_weight=1289944 22459 27 37 23 25 27 31 35 22 28 152 606 48 24 1943 194 20 343 30 92 336 21 62 36 3640 3483 102 772 1070 417
leaf_count=1289944 22459 27 37 23 25 27 31 35 22 28 152 606 48 24 1943 194 20 343 30 92 336 21 62 36 3640 3483 102 772 1070 417
internal_value=-4.56156e-06 0.000289606 0.00086078 0.00579028 0.0100514 0.0055353 0.0206964 0.0132373 0.00499978 -5.70783e-05 0.000740512 0.000910779 0.00338653 0.00956687 0.000699413 0.00066156 0.00217181 0.000215938 -0.00260024 -0.000798769 0.00108282 -0.00794319 -0.00594467 -0.00698893 0.000355233 -0.000189993 -0.00137216 0.00118454 -0.00292645 -9.46935e-05
internal_weight=1.32605e+06 36105 13646 325 188 132 56 84 49 137 13321 12675 997 52 11678 11641 1963 391 646 458 366 48 85 188 9678 6038 2555 966 1589 519
internal_count=1326049 36105 13646 325 188 132 56 84 49 137 13321 12675 997 52 11678 11641 1963 391 646 458 366 48 85 188 9678 6038 2555 966 1589 519
cat_boundaries=0 1
cat_threshold=6178
is_linear=0
shrinkage=0.05


Tree=230
num_leaves=31
num_cat=0
split_feature=88 58 106 113 98 98 123 87 10 60 52 52 7 114 115 52 67 81 55 90 57 16 39 21 100 110 91 82 1 74
split_gain=1.50681 2.68769 3.79094 3.41096 3.52186 3.32486 3.21051 5.48697 3.5662 3.38679 2.8634 2.7079 2.61454 2.59517 2.6105 2.71008 3.4856 3.54913 2.74285 2.57569 7.31329 3.73728 3.35305 2.91445 2.66747 2.92874 2.78019 3.96106 3.33979 2.91011
threshold=0.79524496197700512 301.51536560058599 -0.99535956978797901 -0.80382624268531788 -0.6523759365081786 -0.89200866222381581 0.0087262028828263907 0.86096283793449413 5.8500001430511483 0.29916894435882574 1.0349999666213991 0.97500002384185802 12.550000190734865 0.96359375119209301 0.58068084716796886 2.8549998998641972 28.474999427795414 304.01679992675787 1.7050000429153445 -0.99345979094505299 148.67424011230472 10.405000209808351 9.8499999046325701 4.9449999332427987 0.91212287545204174 0.91220873594284069 -0.63588503003120411 324.52088928222662 343.50000000000006 0.40378975868225103
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 -3 -4 5 -5 7 8 -7 10 -9 -10 13 14 15 16 19 -18 -19 20 -2 23 -21 -22 25 26 27 29 -29 -24
right_child=1 2 3 4 -6 6 -8 9 11 -11 -12 -13 -14 -15 -16 -17 17 18 -20 22 21 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.8788949016578441e-06 0.024597398302285002 0.022191396614779597 -0.0055892632616584316 -0.0031247524210726314 -0.0011515064735715165 0.041964056529104711 -0.0031834898574743422 0.00019867680966854096 0.0026677261292934419 -0.0099035109823139827 0.025148176636708819 0.025983638403351619 -0.0081830621757822599 -0.016835451620416001 0.0092778709411743248 -0.0038522921964966174 0.023986052149640665 0.015076699976809325 -0.0066074746530336726 -0.010024240456718523 0.013695922285318374 0.016872393948336444 0.005666682991432026 -0.0046768665520026337 0.0059760107114885212 -0.0077024285535316735 -0.0023949871318477349 0.0047241574523603901 0.023885046727955342 -0.0011729530067127508
leaf_weight=1320317 37 23 131 53 205 20 32 23 20 26 23 33 134 26 61 753 28 25 35 104 25 30 186 158 135 164 1344 94 30 949
leaf_count=1320317 37 23 131 53 205 20 32 23 20 26 23 33 134 26 61 753 28 25 35 104 25 30 186 158 135 164 1344 94 30 949
internal_value=-1.37141e-06 -0.000875925 0.00229244 0.00148383 0.00361388 0.0078613 0.0111509 0.0143144 0.0239739 0.00452064 0.0126734 0.0171852 -0.00130811 -0.00108793 -0.000989456 -0.00114233 -0.000532097 0.00928711 0.0024276 -0.000797481 0.00407891 0.000514671 -0.00120304 -0.00216692 -0.000886908 -0.00122174 -0.000813434 0.000874895 0.00935986 -5.20964e-05
internal_weight=1.32522e+06 4907 589 566 435 230 177 145 73 72 46 53 4318 4184 4158 4097 3344 88 60 3256 250 213 3006 183 2902 2767 2603 1259 124 1135
internal_count=1325224 4907 589 566 435 230 177 145 73 72 46 53 4318 4184 4158 4097 3344 88 60 3256 250 213 3006 183 2902 2767 2603 1259 124 1135
is_linear=0
shrinkage=0.05


Tree=231
num_leaves=31
num_cat=0
split_feature=130 68 36 132 88 64 9 67 20 26 89 85 38 54 53 67 19 79 80 60 128 88 103 133 88 64 82 38 107 17
split_gain=1.3825 2.89166 2.79866 2.01037 1.69075 2.38844 2.44592 2.55391 2.35348 2.229 2.22009 2.10594 1.81558 1.76911 1.71875 2.47751 2.77976 2.32525 2.93934 2.33901 2.25161 1.99542 1.89941 1.71561 2.30629 1.68919 1.64013 1.9535 1.63585 1.62187
threshold=48.500000000000007 195.30720520019534 14.84999990463257 1016.3500061035157 -0.7756860852241515 15.84500026702881 15.050000190734865 1.2050000429153445 4.9049999713897714 299.50000000000006 0.61425825953483593 0.88972175121307384 13.449999809265138 0.38499999046325689 1.8550000190734866 6.2550001144409189 12.50999975204468 10.734999656677248 334.94754028320318 0.6780836582183839 339.50000000000006 0.091949712485075011 -0.47827015817165369 1017.8500061035157 -0.095451753586530672 6.1150000095367441 266.36413574218756 14.449999809265138 0.080065581947565093 11.120000362396242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 29 6 7 11 9 26 14 25 -11 -7 15 20 21 19 23 -16 22 -17 -10 28 -25 -6 -9 -28 -19 -3
right_child=1 4 3 -5 5 13 -8 8 10 12 -12 -13 -14 -15 17 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=7.252541801532516e-06 -0.010329427322742682 -0.0011735839216707249 0.0028296792986181505 -0.013806941157037561 0.00061652061321464048 0.010335633642454115 -0.0046292311362367096 0.010850466908973263 0.0079657253905616957 -0.0017576642318939172 0.01317779822256266 0.0059792712539606524 -0.012718906420209975 0.00120711893409492 -0.0015933222156592338 -0.0033835243504947068 0.0081271125776693227 0.001589882853474449 0.0147183325025253 0.00065542253989061519 0.0051487306537487867 -0.013124940264970065 -0.0013254320467731614 -0.0042386979884797508 0.010905841352151974 0.015319654978811742 -0.0086988921975716949 0.0030790894643135678 -0.012103401139558462 -0.00024480047844936849
leaf_weight=1289047 141 7045 104 22 839 54 302 27 58 60 31 276 102 3100 2494 858 50 2534 40 2156 182 56 1066 246 28 20 68 73 22 14123
leaf_count=1289047 141 7045 104 22 839 54 302 27 58 60 31 276 102 3100 2494 858 50 2534 40 2156 182 56 1066 246 28 20 68 73 22 14123
internal_value=-1.30284e-06 -0.000306145 -0.00549032 -7.51274e-05 -0.0002676 0.000143516 -0.000188513 -6.96842e-05 -0.000321189 -0.00447448 -0.000181632 0.00217968 -0.00865919 0.00136341 -0.000223935 -0.00142975 -0.00335239 0.000140055 0.00125919 -0.000550678 -1.05892e-05 -0.00398037 -0.000845995 0.00106895 -0.00269108 0.000958852 -0.000439217 -0.00260107 0.00147202 -0.000553912
internal_weight=1.32522e+06 36177 267 126 35910 14742 11588 11286 10151 330 9821 1135 162 3154 9790 2270 964 7520 2870 4650 1306 914 1124 2830 274 859 168 141 2556 21168
internal_count=1325224 36177 267 126 35910 14742 11588 11286 10151 330 9821 1135 162 3154 9790 2270 964 7520 2870 4650 1306 914 1124 2830 274 859 168 141 2556 21168
is_linear=0
shrinkage=0.05


Tree=232
num_leaves=31
num_cat=1
split_feature=88 52 123 67 68 7 24 69 12 77 66 30 29 31 74 57 55 17 69 3 91 9 8 102 122 121 85 27 85 136
split_gain=1.35916 2.4487 3.30689 3.16858 4.26565 4.07371 2.707 2.82127 3.11611 3.5701 4.03533 2.54473 2.36827 2.37597 3.10343 4.15202 3.37625 2.81032 6.74773 4.42772 4.20952 4.35623 4.80479 3.14717 2.77136 3.66715 2.6054 2.60468 2.54409 2.88233
threshold=0.79524496197700512 2.8549998998641972 -0.39873388409614557 25.244999885559086 297.93544006347662 7.0499999523162851 345.50000000000006 333.27037048339849 2.5149999856948857 20.085000038146976 3.8149999380111699 1017.3500061035157 1022.0499877929689 1014.2500000000001 0.83453208208084118 190.61625671386722 1.435000002384186 6.4600000381469735 270.85697937011724 337.50000000000006 -0.95969572663307179 5.5499999523162851 11.050000190734865 0.2422335892915726 -0.98624804615974415 -0.66259482502937306 0.91416606307029735 309.50000000000006 0.90600600838661205 0
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=-1 3 -3 6 -5 -6 7 12 9 11 -11 -9 13 14 -2 -16 -17 18 23 20 -20 -22 -23 -15 -19 -26 28 -24 29 -27
right_child=1 2 -4 4 5 -7 -8 8 -10 10 -12 -13 -14 17 15 16 -18 24 19 -21 21 22 27 -25 25 26 -28 -29 -30 -31
leaf_value=1.8492524345967619e-06 -0.0025044202744104295 -0.00065167871978920561 -0.0068431045067666625 0.024730137542442042 0.01279599983516101 -0.0049551071850694592 -0.0076547037786981872 -0.0050995943124258992 -0.0065498885123387862 0.036047330984602804 0.0070273963846266274 0.016934633147902788 -0.0065402663093037123 -0.0057445346878202104 0.02203925143927336 -0.0063958376654070521 0.015008460092185824 0.010122518165735528 -0.0034885530585888774 -0.0064667698395039358 0.037647366672754291 0.001480754176875399 0.035435752828533833 0.010728549091397106 -0.0048479045625161076 -0.00085243065214271141 0.016228999556214721 0.01381384691388424 -0.015592653783581531 0.0045983767684710025
leaf_weight=1320317 1369 523 367 27 58 73 131 38 34 23 25 20 161 134 30 58 27 64 25 28 25 42 26 37 368 770 27 30 24 343
leaf_count=1320317 1369 523 367 27 58 73 131 38 34 23 25 20 161 134 30 58 27 64 25 28 25 42 26 37 368 770 27 30 24 343
internal_value=-1.2377e-06 -0.000831838 -0.00320477 -0.000306094 0.00663392 0.00290416 -0.000590241 -0.000341999 0.00662132 0.0108461 0.0209328 0.00249842 -0.000613701 -0.000335271 -0.00184171 0.00604737 0.000403175 0.0008153 0.00489345 0.0117661 0.0152156 0.0190172 0.0142647 -0.00218018 -7.13642e-05 -0.000497218 0.000878256 0.0238526 0.000513727 0.000861034
internal_weight=1.32522e+06 4907 890 4017 158 131 3859 3728 140 106 48 58 3588 3427 1484 115 85 1943 347 176 148 123 98 171 1596 1532 1164 56 1137 1113
internal_count=1325224 4907 890 4017 158 131 3859 3728 140 106 48 58 3588 3427 1484 115 85 1943 347 176 148 123 98 171 1596 1532 1164 56 1137 1113
cat_boundaries=0 1
cat_threshold=2480
is_linear=0
shrinkage=0.05


Tree=233
num_leaves=31
num_cat=1
split_feature=39 77 20 36 123 32 32 26 88 56 104 28 74 77 17 123 61 120 7 4 136 57 53 93 6 8 68 80 62 126
split_gain=1.35944 4.28318 3.68627 3.61496 2.73362 2.52821 3.07618 2.06026 1.66525 1.65157 2.56072 2.36757 2.52796 1.79297 1.51314 1.77 1.47561 1.42779 1.40441 1.35311 4.9458 5.90439 7.35716 3.90164 3.7866 3.69753 3.82028 3.50709 5.3268 3.47265
threshold=22.349999427795414 3.2549999952316289 5.2750000953674325 22.750000000000004 -0.3172925859689712 21.650000572204593 22.650000572204593 191.50000000000003 0.3750481009483338 226.08156585693362 -0.95964643359184254 1011.9500122070314 0.44439785182476049 2.1750000715255742 8.0099999904632586 -0.98321744799613942 0.30066598951816564 -0.67556449770927418 3.2500000000000004 7.6499998569488534 0 214.58958435058597 0.14500000327825549 -0.84617027640342701 9.0500001907348651 13.650000095367433 343.61309814453131 351.14646911621099 0.28001652657985693 0.95878320932388317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=19 9 4 8 5 -3 -7 -5 14 10 -2 12 17 -12 15 -4 -13 -11 -17 -1 23 -22 29 -21 -24 -26 -27 28 -28 -23
right_child=1 2 3 7 -6 6 -8 -9 -10 11 13 16 -14 -15 -16 18 -18 -19 -20 20 21 22 24 -25 25 26 27 -29 -30 -31
leaf_value=-3.3076480137653065e-05 -0.0038129983460051921 0.0085219406454664897 0.0029890133216495403 0.0063937806024602284 -0.0021882431115955113 0.031607663478044903 0.0068950722366571439 -0.0064149398399245888 -0.007306981813356591 -0.0015904199842724108 0.00013754588447853085 -0.010223350452293677 0.024807910491169122 0.0075404904213724495 0.0044785042188642734 0.010190537701482358 0.0031569564446068277 0.015544842993422209 0.027861009326509457 -0.0015260565042873389 -1.9264504062260312e-05 0.0025076311163663928 0.00072682457408983247 -0.0001738762967889417 -0.00020178410021595038 0.0005299928891938729 0.025975798416350573 -0.0021591645099199668 0.0057542004064126909 0.0083671940075065437
leaf_weight=987192 428 82 29 41 32 34 20 134 24 31 1671 27 24 86 249 23 87 20 22 5797 150996 2072 49012 66910 34592 25033 42 81 145 288
leaf_count=987192 428 82 29 41 32 34 20 134 24 31 1671 27 24 86 249 23 87 20 22 5797 150996 2072 49012 66910 34592 25033 42 81 145 288
internal_value=-1.1744e-06 0.00105079 0.00451836 0.00244507 0.0109603 0.0140541 0.0224549 -0.00341404 0.00539996 4.29513e-05 -0.000344916 0.00452703 0.0114264 0.000499898 0.00634413 0.0126217 -1.20636e-05 0.00512929 0.0188294 -3.61225e-06 8.32225e-05 0.00018438 0.000460759 -0.000281648 0.000400907 0.0001342 0.000593564 0.00653153 0.0102959 0.0032227
internal_weight=1.32522e+06 3064 690 522 168 136 54 175 347 2374 2185 189 75 1757 323 74 114 51 45 1.32216e+06 334968 262261 111265 72707 108905 59893 25301 268 187 2360
internal_count=1325224 3064 690 522 168 136 54 175 347 2374 2185 189 75 1757 323 74 114 51 45 1322160 334968 262261 111265 72707 108905 59893 25301 268 187 2360
cat_boundaries=0 1
cat_threshold=4194
is_linear=0
shrinkage=0.05


Tree=234
num_leaves=31
num_cat=3
split_feature=75 60 28 136 12 52 29 94 122 120 136 38 4 32 123 8 59 88 56 52 114 79 136 91 113 4 88 31 64 78
split_gain=1.38287 4.35678 5.58026 5.38926 4.97022 4.73724 4.31394 4.0132 4.16746 5.37699 4.47121 4.02316 3.87128 3.86861 3.7476 3.68263 3.64426 3.80192 3.60396 4.19146 3.89072 3.38345 3.341 3.30145 3.30053 3.15099 3.63246 4.78322 3.13912 3.12103
threshold=0.56101062893867504 0.40287707746028906 1018.8500061035157 0 2.995000004768372 0.18500000238418582 1007.6499938964845 -0.23427718132734296 0.46173103153705602 0.23343648016452792 1 18.94999980926514 4.2500000000000009 17.44999980926514 -0.88697704672813404 9.7500000000000018 147.91231536865237 -0.157804399728775 220.40979766845706 8.2349996566772479 -0.35019405186176294 4.3350000381469735 2 -0.65465539693832386 -0.97988739609718312 4.5499999523162851 -0.12659114599227902 1014.2500000000001 11.375000000000002 9.5250000953674334
decision_type=2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 12 -5 8 9 18 13 -11 -3 -10 -14 16 -7 -18 -1 20 -20 -8 29 -6 -13 26 -4 -28 -15 -17
right_child=1 5 25 6 23 15 21 -9 10 11 -12 24 14 28 -16 22 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=5.1176590776311639e-05 0.00042559570485127969 -0.00024649594751019439 -0.00118834695711694 -0.0024982871653531952 -0.00046847962355557951 -0.0024605976044490491 -0.001195470172523253 -1.1758943233036212e-06 -0.0042767189437696749 0.0012360470976066303 -0.00074699652773088784 0.0093701102383406329 0.00052888895265173889 0.009029649960934933 0.0042583608831700563 0.0019400510058883711 -0.00010954700147199088 0.0006958540710042051 0.00070552316925812889 -0.00094223223852580782 0.0024187821434858781 -0.00020178624665366675 9.2157378735782447e-05 -0.0036182647774984562 0.0030037017688073573 -0.00048566036078879783 0.012719701813660901 -0.0039578618657478545 0.030327662056184968 0.00050819718773505781
leaf_weight=46449 41678 1708 9301 2454 2692 1600 10210 697973 43 6292 9980 262 1120 81 1690 4679 283947 15450 25399 3334 3811 53218 62641 1204 913 14759 44 1878 22 20392
leaf_count=46449 41678 1708 9301 2454 2692 1600 10210 697973 43 6292 9980 262 1120 81 1690 4679 283947 15450 25399 3334 3811 53218 62641 1204 913 14759 44 1878 22 20392
internal_value=-1.11568e-06 -6.36142e-05 -0.000305946 -0.000152121 0.000265892 2.10841e-05 -0.000441256 4.06254e-05 0.0003427 0.000455099 -0.000617004 0.00173759 0.0016308 0.00778661 0.00277188 2.37415e-06 -8.07036e-05 -6.79853e-05 0.000333868 0.000737345 0.00092905 -0.000361739 0.000287468 -0.00144187 0.00442328 -0.000965818 -0.00159726 -0.00357607 0.0135787 0.000775115
internal_weight=1.32522e+06 530665 137438 111456 45574 393227 65882 794559 96586 86460 10126 7467 4518 146 2810 388709 300997 299397 78993 32544 29210 63428 87712 3896 1175 25982 11223 1922 103 25071
internal_count=1325224 530665 137438 111456 45574 393227 65882 794559 96586 86460 10126 7467 4518 146 2810 388709 300997 299397 78993 32544 29210 63428 87712 3896 1175 25982 11223 1922 103 25071
cat_boundaries=0 1 2 3
cat_threshold=806 1024 3344
is_linear=0
shrinkage=0.05


Tree=235
num_leaves=31
num_cat=1
split_feature=129 60 100 53 39 57 99 20 86 67 77 35 79 28 92 61 74 94 136 52 110 120 37 55 113 18 91 127 7 22
split_gain=1.3714 1.84074 1.75532 1.68165 1.80464 1.68911 1.77571 1.67237 1.71546 1.66471 1.68087 1.63942 2.38137 1.42725 3.32782 2.71188 2.9215 2.70312 2.62734 3.22783 3.72073 3.7635 3.39217 3.05234 2.87618 2.92653 3.17602 3.3417 2.65288 3.5247
threshold=322.50000000000006 0.46045988798141485 0.93981680274009716 2.1350001096725468 11.84999990463257 196.20594787597659 -0.57655099034309376 7.4849998950958261 0.89843082427978527 1.5950000286102297 21.855000495910648 15.84999990463257 11.644999980926515 1018.9500122070314 -0.97967833280563343 0.52667298913002025 0.89692682027816784 -0.84450760483741749 0 0.89499998092651378 0.72875392436981212 0.0087262028828263907 18.550000190734867 2.0649999380111699 -0.23343648016452787 8.0099999904632586 -0.98404657840728749 0.737249255180359 3.1499999761581425 4.8250000476837167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 7 5 -5 -7 8 11 10 -10 -2 -13 -1 15 16 -15 18 -16 20 21 24 23 -21 25 -20 27 -27 -23 -30
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12 12 -14 14 17 -17 -18 -19 19 22 -22 28 -24 -25 -26 26 -28 -29 29 -31
leaf_value=3.9755273653045375e-05 -0.0029311504730046975 -6.0139798128155696e-05 0.010919997426681221 0.011013818477936598 -0.00081878397526284087 0.0004287624850517491 0.014869455701631049 0.0064526934111327457 0.0091841204997643346 -0.0013833680451352849 -0.0022273428348125891 -0.00094323175112632184 0.018849213288298677 -0.0025344460734237858 0.00057050295263214111 0.0011800782166673475 0.013156657206515472 -4.0957652897895586e-05 -0.0081884502737841671 -0.0038516666396809216 0.0057327822571196152 -0.0011098168140531264 0.0069897124544927372 -0.0012693802161446207 0.010782615295969524 0.023251130295774112 -0.0024002486343353826 -0.0032263452377678317 -0.0068714580878063486 0.013289603933781936
leaf_weight=976563 2444 11170 30 55 2595 286 23 57 91 320 50 55 21 2654 2131 678 30 320257 206 1814 292 110 102 3100 39 26 460 22 27 110
leaf_count=976563 2444 11170 30 55 2595 286 23 57 91 320 50 55 21 2654 2131 678 30 320257 206 1814 292 110 102 3100 39 26 460 22 27 110
internal_value=3.47702e-06 -0.000440122 -0.00114435 -0.00120471 -0.000356323 0.00294061 0.00150364 -0.00203103 -0.00219325 0.000611085 0.0051375 -0.00270626 0.00452573 9.3065e-06 -8.02416e-05 -0.00164534 -0.00235906 -6.42333e-05 -0.000947535 -0.00145896 0.000767304 -0.000682616 -0.0020353 -0.00222263 -0.00243939 -0.0031616 -0.00112316 0.0111156 0.00467307 0.00931626
internal_weight=1.32582e+06 17197 6027 5997 2959 364 309 3038 2981 461 141 2520 76 1.30862e+06 332058 3362 2684 328696 8439 6308 1292 1000 5016 4914 753 714 508 48 247 137
internal_count=1325818 17197 6027 5997 2959 364 309 3038 2981 461 141 2520 76 1308621 332058 3362 2684 328696 8439 6308 1292 1000 5016 4914 753 714 508 48 247 137
cat_boundaries=0 1
cat_threshold=66
is_linear=0
shrinkage=0.05


Tree=236
num_leaves=31
num_cat=0
split_feature=89 53 123 4 74 92 108 89 35 12 61 60 121 118 25 12 63 94 81 60 113 92 2 82 4 60 12 43 34 67
split_gain=1.32636 2.14673 2.51188 3.01894 3.35791 2.8711 2.83988 3.41637 3.10891 2.85954 1.99025 2.95494 2.65866 2.25071 2.03366 2.0355 2.469 2.00366 2.08185 2.35993 2.60758 1.92843 2.03571 1.90233 1.89875 1.8674 3.0385 3.21306 4.3162 3.00226
threshold=-0.99075663089752186 0.064999999478459372 -0.99687939882278431 4.3500001430511483 0.82422706484794628 -0.069793257862329469 -0.17232862114906308 -0.99977767467498768 15.949999809265138 1.7150000333786013 0.25016523897647863 0.39083103835582739 0.97988739609718334 0.99535831809043895 261.50000000000006 2.7949999570846562 0.43752525746822363 0.75182065367698681 334.96125793457037 0.29400669038295751 -0.3172925859689712 0.9224022924900056 310.50000000000006 335.15728759765631 4.8500001430511483 0.27165152132511144 2.6149998903274541 10.84999990463257 17.250000000000004 1.7649999856948855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 8 9 -5 -8 12 17 13 14 -3 25 -17 -12 23 20 -20 -13 -23 -19 -9 26 27 28 -16 -27
right_child=-2 10 3 6 5 -7 7 24 -10 -11 11 21 -14 -15 15 16 -18 18 19 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0048245681923227883 1.6523193835067921e-05 -0.0028306143755980886 -0.003407476214147115 0.02417744144033163 0.00068944586260664856 0.024307265843857419 0.01671812523446687 0.013609373569488527 0.0025603589023752461 -0.0045017696078866725 -0.00067551557071941933 -0.00011241425768055193 0.014525280681413575 0.017308498794833819 0.0013770872315711242 -0.0071826168403634405 0.011827424732036889 -0.0028244885633283471 0.02298716770914885 -0.0032698290363209793 0.00013214241092403731 -0.0028253471824919454 0.011711001288537207 -0.014173756520214834 0.0006684910864752135 0.0048809096194677576 0.023080540962872053 0.018270012746964184 0.02234774623066187 -0.00055254804296520023
leaf_weight=112 1239225 320 241 39 31 22 77 31 29 20 15524 66258 37 21 436 117 20 1302 26 51 24 37 69 38 331 347 21 35 26 951
leaf_count=112 1239225 320 241 39 31 22 77 31 29 20 15524 66258 37 21 436 117 20 1302 26 51 24 37 69 38 331 347 21 35 26 951
internal_value=3.30338e-06 -0.000185884 0.00219954 0.00315776 -0.000901596 0.0104931 0.00542238 0.00400963 0.0149584 0.0123429 -0.000211866 -0.000252176 0.00122913 0.00101467 0.000864136 0.00146952 -0.00440743 -0.000841068 -0.00262457 0.00429779 0.0120168 -0.000101634 0.00663699 -0.00314633 0.00177669 0.00191288 0.00445095 0.00366379 0.00255725 0.000900002
internal_weight=1.32582e+06 86593 933 821 294 53 527 459 68 97 85660 83329 2331 2294 2273 1953 137 16965 1441 101 50 66364 106 1340 362 1816 518 497 462 1298
internal_count=1325818 86593 933 821 294 53 527 459 68 97 85660 83329 2331 2294 2273 1953 137 16965 1441 101 50 66364 106 1340 362 1816 518 497 462 1298
is_linear=0
shrinkage=0.05


Tree=237
num_leaves=31
num_cat=2
split_feature=66 20 52 56 136 52 0 118 72 37 115 42 75 127 35 119 22 115 8 116 118 61 89 136 108 63 91 34 26 52
split_gain=1.29352 2.91195 2.37025 4.8089 5.70972 5.42868 5.95957 6.14222 6.52605 5.42734 5.16624 5.0969 5.65109 5.22156 6.16696 4.38962 4.33874 4.25655 5.08461 5.87155 4.11036 4.09131 5.59312 4.67384 5.37636 4.51366 4.15627 5.03799 4.09993 3.82326
threshold=26.964999198913578 6.4049999713897714 2.435000061988831 204.08593750000003 0 0.064999999478459372 159.50000000000003 0.74892720580101024 0.69486540555953991 20.250000000000004 -0.41467745602130884 9.1500000953674334 0.48296254873275762 0.9536806344985963 14.550000190734865 -0.095842104405164705 5.0450000762939462 -0.9914070963859557 4.1499998569488534 0.13052122294902804 0.9170251488685609 0.24637641757726672 -0.83927476406097401 1 -0.9719414710998534 0.28001773357391363 -0.67961031198501576 9.9499998092651385 313.50000000000006 1.0049999952316286
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=2 -2 3 21 11 15 7 8 17 -9 16 -5 13 -13 -15 -6 -8 18 -7 29 -4 22 -1 28 25 -25 -26 -28 -23 -20
right_child=1 -3 20 4 5 6 10 9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 23 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.0027736370711269435 0.0015126312576323007 0.00011818742342471505 -9.9016799753289393e-05 0.00068577845179719444 0.0044729313298578384 0.0018558088002424398 -0.0010941971773250614 -0.0011764635763092703 0.00019159532698040691 0.024930508714169266 0.0012946892157554082 0.0022478238851380964 0.0015957196317586666 0.0083069172145171042 0.029654472372872206 0.00091664277238065928 -8.2942087904019099e-05 0.0013832785010007274 0.012946974885698397 -0.00085247781507572862 -0.0016569723080351092 -0.00019790380824760104 7.7545143020629181e-06 -0.0069250078948243756 -0.00022732827896149844 0.0076517490078307068 -0.0062635940768655061 -0.0011940396493097328 0.001552331960337374 0.0052593870415148557
leaf_weight=1833 3881 105967 367065 24201 1177 1270 12700 4298 12757 20 5825 408 2640 395 37 3302 64352 10298 327 190 4283 15143 643439 64 15452 312 503 19064 4295 320
leaf_count=1833 3881 105967 367065 24201 1177 1270 12700 4298 12757 20 5825 408 2640 395 37 3302 64352 10298 327 190 4283 15143 643439 64 15452 312 503 19064 4295 320
internal_value=3.13821e-06 0.000167454 -1.17057e-05 3.45819e-05 0.000297175 0.000144139 7.61029e-05 0.000686666 0.000985643 -0.00105554 -0.000141079 0.000942717 0.00273226 0.00630424 0.0101353 0.00185117 -0.000249621 0.00180222 0.00384982 0.00687538 -0.000116986 -1.96231e-05 1.56115e-05 -0.000434262 -0.000776226 0.0051706 -0.000840299 -0.00132436 0.000188729 0.00914477
internal_weight=1.32582e+06 109848 1.21597e+06 844622 144517 116836 112357 29480 25162 4318 82877 27681 3480 840 432 4479 77052 12405 2107 837 371348 700105 645272 54833 35395 376 35019 19567 19438 647
internal_count=1325818 109848 1215970 844622 144517 116836 112357 29480 25162 4318 82877 27681 3480 840 432 4479 77052 12405 2107 837 371348 700105 645272 54833 35395 376 35019 19567 19438 647
cat_boundaries=0 1 2
cat_threshold=278 582
is_linear=0
shrinkage=0.05


Tree=238
num_leaves=31
num_cat=1
split_feature=130 60 76 108 129 76 84 38 37 77 98 136 115 71 58 37 135 92 64 108 19 59 107 64 79 39 57 135 68 75
split_gain=1.26378 2.23287 2.22635 3.46137 5.01 3.25467 3.15323 2.72551 2.291 2.16899 2.8576 2.18611 2.31014 1.89118 1.93652 1.83655 3.0089 1.823 2.8119 1.95435 1.96447 1.77062 2.00028 1.82688 1.67326 1.66625 1.66236 2.74001 1.87618 1.61588
threshold=48.500000000000007 0.44257080554962164 31.035000801086429 -0.88190874457359303 134.50000000000003 3.7849999666213994 0.82073971629142772 13.449999809265138 16.550000190734867 14.984999656677248 -0.91282570362091053 0 -0.68832838535308827 316.30825805664068 196.71369934082034 15.650000095367433 1016.3500061035157 -0.85885685682296742 15.84500026702881 -0.99277213215827931 8.7100000381469744 204.2632751464844 -0.97084459662437428 1.1950000524520876 0.81499999761581432 12.750000000000002 137.69860839843753 1015.8500061035157 307.09654235839849 0.59733441472053539
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -5 -6 -2 9 15 11 -11 -13 -10 -15 -7 -17 18 19 -3 -21 22 -19 -24 -23 -14 27 -12 -28 -30
right_child=1 17 -4 5 6 8 -8 -9 13 10 26 12 25 14 -16 16 -18 21 -20 20 -22 24 23 -25 -26 -27 28 -29 29 -31
leaf_value=1.1150636535801716e-05 0.035009031519293791 -0.014506168794733557 -0.0028119595585206943 -0.0086090570899905947 -0.0066106842770562351 -0.0023784787405402652 0.010814596162712638 0.0092184707877181835 0.0014235777015797794 -0.0031896735708553184 -0.0012615126438755939 0.0058400946215478736 0.0052418387214808416 -0.0005307511165738106 0.016757893153344808 -0.0012564937264384274 0.0081509204858510164 -0.010423196606118131 0.004252383647620251 0.0021289685701039304 -0.00010560246799991383 0.01391348076452102 0.0074307703242012914 -0.0023251399109065307 -0.00020725441418942243 -0.0042137805982473938 -0.0027713721687683277 0.017888246464633172 0.0037723736175801605 -0.00070499609175037167
leaf_weight=1289699 20 22 1430 131 58 2474 47 21 250 128 47 454 75 25 46 343 113 72 509 1291 4130 21 51 812 21163 123 943 31 250 1039
leaf_count=1289699 20 22 1430 131 58 2474 47 21 250 128 47 454 75 25 46 343 113 72 509 1291 4130 21 51 812 21163 123 943 31 250 1039
internal_value=2.9813e-06 -0.000288721 -0.00102293 -0.00063636 0.00697695 -0.000808106 0.0011892 0.0217992 -0.000646945 -0.000866406 5.77715e-05 0.00267445 0.00381608 0.00346881 0.0106703 -0.00184105 0.00107473 -7.8222e-05 0.000698536 0.0003662 0.000426556 -0.00028724 -0.00241659 -0.0017486 -0.000193256 -0.000632107 -0.000825782 0.00634929 -0.00107652 0.000163384
internal_weight=1.32582e+06 36119 8048 6618 146 6472 105 41 6341 6020 3090 780 652 321 71 2930 456 28071 5952 5443 5421 22119 935 863 21184 198 2310 78 2232 1289
internal_count=1325818 36119 8048 6618 146 6472 105 41 6341 6020 3090 780 652 321 71 2930 456 28071 5952 5443 5421 22119 935 863 21184 198 2310 78 2232 1289
cat_boundaries=0 1
cat_threshold=128
is_linear=0
shrinkage=0.05


Tree=239
num_leaves=31
num_cat=0
split_feature=18 72 56 103 12 61 39 72 94 82 66 34 105 14 42 63 62 69 64 120 75 118 106 107 79 87 54 79 0 0
split_gain=1.26802 4.52016 4.40565 2.83119 3.62854 2.81129 2.72572 3.61863 3.03726 4.09626 2.92582 3.14277 2.43192 2.25893 2.25502 2.64084 2.25856 2.20278 2.14517 2.08018 2.06299 2.05832 2.04891 4.52481 3.70887 3.20882 4.41323 7.15679 3.98151 3.6602
threshold=6.9049999713897714 0.51501268148422252 204.81098937988284 0.38568937778472906 0.95499998331069957 0.38655087351799017 12.34999990463257 0.69486540555953991 0.92337274551391613 311.55406188964849 3.935000061988831 11.050000190734865 -0.99638769030570973 0.70499998331069957 11.550000190734865 0.25840437412261968 0.17200117558240893 271.73745727539068 3.8449999094009404 -0.74892720580101002 0.32445523142814642 0.66259482502937328 -0.96983596682548512 -0.95878353714942921 19.675000190734867 0.90032991766929638 0.30500000715255743 6.2149999141693124 291.50000000000006 248.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 4 5 -3 7 8 10 -10 18 -12 -5 -8 15 17 19 -14 20 -17 -6 -21 24 -24 25 26 27 28 -1 -28
right_child=-2 2 -4 12 6 -7 13 -9 9 -11 11 -13 14 -15 -16 16 -18 -19 -20 21 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0022375992178267829 1.8204352549452062e-05 -0.0075778668047751076 -0.00038763574459987405 0.012007697124034168 0.016839631615121933 -0.00055047924661648883 0.011827641946729273 -0.003560635927898877 0.0058205095902085311 0.03213520058031593 0.027594202295655297 0.0058027087555950485 -0.013851450257406563 -0.0015476252268974266 0.0056961385923768246 0.018329803147353232 -0.0034974264549903025 -0.0054765427810054062 -0.010947857242343682 -0.013696241937577725 0.0011171285008278558 0.0041315250679412312 -0.0024716573829716218 -1.729532569586179e-06 -0.0074649680714532173 -0.002927148245632926 0.0023022672716164379 0.0078369129677191892 -0.0058498475485590888 -0.00079325626486129912
leaf_weight=1452 1206556 354 20393 25 22 238 32 222 50 21 21 78 97 2335 62 20 1253 412 35 20 404 85 1896 84235 132 484 1500 586 170 2628
leaf_count=1452 1206556 354 20393 25 22 238 32 222 50 21 21 78 97 2335 62 20 1253 412 35 20 404 85 1896 84235 132 484 1500 586 170 2628
internal_value=2.83104e-06 -0.000152699 -0.000733135 -0.00195086 -0.00115496 -0.00475267 -0.000493513 0.00192979 0.00386144 0.0136037 0.00262626 0.0104251 -0.00348784 -0.0013668 -0.0036866 -0.00399489 -0.00285807 -0.00707255 0.000951446 0.00355081 0.00192909 0.00073576 1.05455e-05 -5.61e-05 0.000836243 0.000996911 0.00129667 0.00310097 0.00138996 0.000331571
internal_weight=1.32582e+06 119262 26179 5786 3812 592 3220 853 631 71 560 99 1974 2367 1949 1887 1378 509 461 125 426 105 93083 86131 6952 6820 6336 2208 1622 4128
internal_count=1325818 119262 26179 5786 3812 592 3220 853 631 71 560 99 1974 2367 1949 1887 1378 509 461 125 426 105 93083 86131 6952 6820 6336 2208 1622 4128
is_linear=0
shrinkage=0.05


Tree=240
num_leaves=31
num_cat=0
split_feature=114 106 85 78 73 84 8 89 33 32 52 16 115 118 64 66 75 0 98 107 39 88 64 99 61 82 30 86 1 78
split_gain=1.62576 3.95599 2.41117 5.01176 2.17588 2.06867 1.94379 1.91254 2.4496 2.27331 2.04828 1.82933 2.03971 1.85277 2.3927 1.84461 2.87018 2.24142 1.75208 1.74142 1.71925 2.19363 1.71416 1.79333 1.90023 1.64643 1.61349 1.99958 1.97559 1.58613
threshold=0.078456107527017607 -0.70876911282539357 0.69017481803894054 1.0950000286102297 0.25638695061206823 0.77796015143394481 4.2500000000000009 -0.90699908137321461 18.849999427795414 15.050000190734865 1.8450000286102297 10.405000209808351 -0.99353402853012074 -0.28400452435016627 0.63499999046325695 0.61500000953674328 0.46569761633872991 236.50000000000003 -0.086862064898014055 -0.98256307840347279 15.949999809265138 -0.63233360648155201 0.87500000000000011 -0.26286940276622767 0.44472908973693853 251.10862731933597 1012.5499877929689 0.75890335440635692 275.50000000000006 17.675000190734867
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 -2 9 10 -8 25 12 20 29 -15 16 17 -14 -17 -19 -6 -22 -10 24 -24 -9 28 -28 -20 -13
right_child=1 -3 3 4 11 -7 7 8 22 -11 -12 13 15 14 -16 18 -18 19 26 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.664321307003262e-06 0.0014327209153634614 -1.0915248428342211e-06 -0.0053776859361612051 0.020807153992354874 0.0062773606274276975 0.0042265971673738313 0.02479236864228733 0.0097391486655743348 -0.00065614791925657889 0.0021761078480631115 0.0041933172376780233 0.00073984784852332861 0.0032215614561681392 0.0077641321857478103 -0.0037060657897180615 0.0030974623140672028 -0.0047706927450445408 0.031959186719420059 -0.0021229204666604728 0.012243468598656666 0.0044615296563133592 -0.013302909659646584 0.011710681347841664 0.0069507148882297616 0.030735648842528464 -0.0055851806772275357 0.0062594527805534504 -0.0070345509444560972 0.015763759627365148 0.012265041920666894
leaf_weight=1290200 1072 25440 316 25 29 76 25 21 33 20 421 6073 27 51 419 1327 26 21 38 24 25 57 35 73 21 106 36 132 26 30
leaf_count=1290200 1072 25440 316 25 29 76 25 21 33 20 421 6073 27 51 419 1327 26 21 38 24 25 57 35 73 21 106 36 132 26 30
internal_value=5.58612e-06 0.000336882 0.00114917 0.000804496 0.00103591 0.0083307 0.0028014 0.00474475 0.0041112 0.0147407 0.00251438 0.000947575 0.00237531 0.000563544 -0.00246143 0.00281486 0.00946868 0.0146107 0.0023966 0.0214441 -0.00418634 -0.00788692 0.00951279 0.0121141 0.018845 -0.00305124 -0.00161221 -0.00418584 0.00514354 0.000796501
internal_weight=1.32622e+06 36025 10585 8758 8442 101 1827 755 710 45 548 8341 1768 6573 470 1657 98 72 1559 45 111 82 162 129 56 127 232 168 64 6103
internal_count=1326225 36025 10585 8758 8442 101 1827 755 710 45 548 8341 1768 6573 470 1657 98 72 1559 45 111 82 162 129 56 127 232 168 64 6103
is_linear=0
shrinkage=0.05


Tree=241
num_leaves=31
num_cat=0
split_feature=114 81 108 18 55 118 31 33 124 52 59 101 20 53 127 65 16 59 82 62 3 76 56 28 29 72 74 125 88 85
split_gain=1.46725 3.59004 2.43513 2.52547 3.61169 3.0459 2.81521 2.76708 2.18773 2.73012 2.16055 2.02984 2.10254 1.94879 2.19035 1.96363 1.85079 2.00869 1.79241 2.68103 2.56316 2.66409 2.06845 1.87746 1.79181 2.38242 2.35508 1.91568 1.90791 1.84063
threshold=0.078456107527017607 203.28751373291018 -0.9719414710998534 13.344999790191652 5.0950000286102304 0.28400452435016638 1013.1499938964845 20.349999427795414 0.31729258596897131 0.46500000357627874 328.09164428710943 -0.97325491905212391 5.7449998855590829 0.2650000005960465 0.28400452435016638 1.1150000095367434 5.7200000286102304 262.96177673339849 267.94177246093756 0.40263707935810095 310.50000000000006 4.9549999237060556 199.4947204589844 1012.8500061035157 1020.7500000000001 0.2985787838697434 0.29784254729747778 0.59480014443397533 -0.86650705337524403 0.69017481803894054
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 10 8 13 9 -4 16 12 -6 14 -8 -16 17 -5 19 -10 21 22 -20 -23 25 26 27 -18 -28 -27
right_child=1 2 3 5 11 -7 7 -9 18 -11 -12 -13 -14 -15 15 -17 24 -19 20 -21 -22 23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=-3.4811051946851103e-06 -4.5674037549445307e-05 0.018013387004889192 -0.016500867544008153 0.0044642366554474349 -0.021022984084601588 -0.0020527612409648164 -0.0045737442882874844 0.014953761780634523 0.016831028383291726 0.0019231304315449331 0.013046816709201513 -0.001596203430466282 -0.0058530713209697851 -0.0012967372465574605 0.025387241877615454 0.0047166912314154348 0.022321336010410902 0.020659017582823125 -0.0083081243391116642 0.00060049769289387202 -0.0057720959517889876 0.0068127322332223964 0.012593321448657664 0.027955440307656926 -0.0024060917208050142 0.0032504898341488815 0.014807990021918986 0.0069699927961248591 0.0022509741934016989 0.0010465298334702631
leaf_weight=1290200 23441 21 21 217 26 611 26 28 77 473 41 376 188 1486 20 27 31 21 29 38 52 21 20 21 295 1099 33 59 363 6864
leaf_count=1290200 23441 21 21 217 26 611 26 28 77 473 41 376 188 1486 20 27 31 21 29 38 52 21 20 21 295 1099 33 59 363 6864
internal_value=5.30682e-06 0.000320038 0.00100127 0.000972835 -0.000312862 0.00136372 0.000568951 -0.000625122 0.00308889 0.00113992 0.00159507 -0.00380872 -0.00769614 -0.000904922 0.00707093 0.0135127 0.0015428 0.00589319 0.00682063 0.0114679 0.00308331 0.00814354 0.000223078 0.0173841 0.00142439 0.00155813 0.0049567 0.0122577 0.00329739 0.00135071
internal_weight=1.32622e+06 36025 12584 12563 2929 9634 2339 1587 752 494 9023 590 214 1559 73 47 8982 238 258 115 143 91 49 42 8744 8449 486 90 396 7963
internal_count=1326225 36025 12584 12563 2929 9634 2339 1587 752 494 9023 590 214 1559 73 47 8982 238 258 115 143 91 49 42 8744 8449 486 90 396 7963
is_linear=0
shrinkage=0.05


Tree=242
num_leaves=31
num_cat=0
split_feature=114 106 18 55 86 31 0 118 73 113 63 17 35 111 124 104 16 53 59 75 96 74 98 11 4 29 63 0 15 82
split_gain=1.32419 3.27382 2.12075 2.71008 2.42991 3.03239 2.66061 2.33655 2.19004 2.17908 2.10242 2.66632 2.02273 1.99316 1.87523 1.83062 3.09409 2.54576 1.92908 1.93782 1.78794 1.75664 1.74697 1.70308 2.26159 1.6876 1.64527 1.57025 2.0591 1.56327
threshold=0.078456107527017607 -0.70876911282539357 13.344999790191652 5.0950000286102304 0.60464200377464306 1012.7500000000001 145.50000000000003 0.28400452435016638 0.3135418593883515 0.58068084716796886 0.23753503710031512 6.9049999713897714 19.550000190734867 -0.1060703508555889 -0.21643137186765668 -0.72895333170890797 18.219999313354496 6.6150000095367441 202.77302551269534 0.46569761633872991 -0.083303336054086671 0.68592622876167308 -0.151522621512413 3.1499999761581425 1.3499999642372134 1014.0499877929689 0.22667434811592105 348.50000000000006 0.89499998092651378 304.36854553222662
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 14 6 -6 10 -8 13 11 -4 20 -5 -2 27 17 18 19 -17 -7 22 -15 24 -13 -10 -25 -12 -29 -30
right_child=1 -3 7 9 5 12 8 -9 25 -11 15 23 -14 21 -16 16 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 28 29 -31
leaf_value=-3.3070498453965471e-06 -0.0043851896877522062 -3.4198796696522064e-06 0.019139407918555663 -0.012009394938151723 -0.0019644370996997444 -0.00046064132635776316 0.021926648553926498 -0.0019737324191044987 0.0038000921886196257 0.012023983004369907 0.0013099226205226509 0.0249849552474916 0.0077859304166243721 -0.0017912727426258189 0.011884806794190005 0.01459765466808511 0.022800662105769986 -0.00046047450005469513 0.001635112483083144 0.0052400041401371418 -0.0048167173284901282 0.0017105023451865866 -0.010423506315553435 -0.00021506433640752223 0.0054428964934981712 0.01685264704714495 0.0093942845440951397 -0.013430228025266312 0.0033149746488308229 -0.010621247995920756
leaf_weight=1290200 23 25440 32 73 158 885 20 478 299 21 6580 20 60 136 77 88 21 268 162 149 321 130 103 192 57 27 58 41 79 27
leaf_count=1290200 23 25440 32 73 158 885 20 478 299 21 6580 20 60 136 77 88 21 268 162 149 321 130 103 192 57 27 58 41 79 27
internal_value=5.04148e-06 0.000304036 0.00104297 -0.000288066 0.00055989 0.000131482 0.00341151 0.00141929 0.00586642 -0.00371285 0.00162791 0.00536485 -0.00117431 -0.00446053 0.00814271 0.00144699 0.00390356 0.0033086 0.00584021 0.00871457 -0.00162009 -0.00296712 -0.00551144 0.00401688 0.0105188 0.00488113 0.0020143 0.00119574 -0.00391517 -0.000234818
internal_weight=1.32622e+06 36025 10585 2333 1870 1770 504 8252 346 463 7774 359 1266 442 100 7415 688 667 399 237 1206 369 239 327 77 326 250 6727 147 106
internal_count=1326225 36025 10585 2333 1870 1770 504 8252 346 463 7774 359 1266 442 100 7415 688 667 399 237 1206 369 239 327 77 326 250 6727 147 106
is_linear=0
shrinkage=0.05


Tree=243
num_leaves=31
num_cat=0
split_feature=113 107 20 127 92 79 117 90 17 52 28 23 88 61 75 97 115 85 103 54 52 62 118 79 102 89 62 67 98 19
split_gain=1.25098 3.15082 1.90446 3.51198 3.445 2.50031 2.25828 2.05704 3.21667 2.76654 2.77768 2.31905 2.63059 2.19137 2.73773 1.99383 3.09654 1.96953 1.93841 3.3141 1.917 2.44976 1.85339 1.99469 2.12091 1.8399 2.00081 2.23302 1.7289 2.74212
threshold=0.19936034083366397 -0.68592038750648487 4.3350000381469735 -0.49240480363368982 -0.51500180363655079 3.6049998998641972 -0.14780378341674802 -0.66463023424148548 12.50999975204468 0.2650000005960465 1014.5499877929689 5.2349998950958261 -0.84295970201492298 0.37843322753906256 0.89024737477302562 -0.59453466534614552 -0.9366365075111388 0.8077363669872285 0.0064791438635438689 0.46500000357627874 0.34499999880790716 0.30512146651744848 0.70088258385658275 7.4349999427795419 -0.99296587705612172 -0.50589221715927113 0.376776933670044 3.745000004768372 -0.99585935473442067 14.039999961853029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 20 7 9 22 -4 11 12 -11 15 -15 25 -17 -7 19 -8 21 -5 23 -9 -25 26 27 -13 29 -12
right_child=1 -3 6 5 -6 17 18 8 -10 10 28 13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.7695679893751528e-06 0.0080761594601489357 -3.6529300984087197e-05 0.016326855596056896 0.019836277288850398 -0.016091313979898891 -0.010960111357271672 0.014566051974916498 -0.0015652794255940794 0.0014431629676404513 0.012814267252741214 0.0008776836376197918 0.0089256896142615016 -0.0068483234246571869 0.0017182052901770406 0.019998006321574478 0.028597884957811667 0.0094262448909199423 0.0097414370953898752 -0.0043770001552051827 -0.00063054339820902382 0.021596233442644865 -0.0043422675945542074 0.0091802524842528842 -0.023026065369644626 -0.0049934496543192798 0.00010104487315047441 0.0022809721641421604 0.027604807890020313 -0.00044393593046637827 0.020702185048363533
leaf_weight=1302464 29 16004 38 20 30 20 39 726 4411 22 53 48 75 297 22 28 85 27 330 448 51 22 36 22 63 82 52 24 631 26
leaf_count=1302464 29 16004 38 20 30 20 39 726 4411 22 53 48 75 297 22 28 85 27 330 448 51 22 36 22 63 82 52 24 631 26
internal_value=4.7894e-06 0.000364321 0.00119134 0.00601954 -0.00421239 0.0103316 0.00106422 0.0013651 0.000901241 0.00300974 0.00265953 0.00481411 -0.00238877 0.00590922 0.00297888 0.00883955 0.0141767 0.000932268 -0.00141838 0.000586432 0.0150818 0.00717133 -0.00192097 -0.00241375 -0.00966071 0.00591187 0.00975451 0.0151521 0.000429085 0.0074022
internal_weight=1.32622e+06 23761 7757 199 59 140 7558 6741 5258 1483 1445 735 97 638 319 319 113 47 817 487 93 42 847 811 85 206 124 72 710 79
internal_count=1326225 23761 7757 199 59 140 7558 6741 5258 1483 1445 735 97 638 319 319 113 47 817 487 93 42 847 811 85 206 124 72 710 79
is_linear=0
shrinkage=0.05


Tree=244
num_leaves=31
num_cat=1
split_feature=94 12 16 116 89 92 136 70 83 58 62 76 107 25 26 7 1 102 12 111 87 16 25 67 58 118 57 92 98 89
split_gain=1.43682 5.0662 5.35168 9.03884 5.33394 3.65088 3.42396 4.93134 5.28212 4.75477 4.23014 4.77222 4.36205 6.25834 3.83095 4.68963 3.5449 3.51883 3.44281 5.1191 3.34191 3.23646 3.75239 3.76862 3.65774 3.12398 3.09911 3.0937 3.08602 4.69556
threshold=-0.1672399044036865 2.6149998903274541 12.50999975204468 -0.79332312941551197 -0.59821215271949757 -0.69729796051979054 0 310.90385437011724 324.97412109375006 198.95173645019534 0.29346737265586859 1.735000014305115 -0.99928259849548329 271.50000000000006 155.50000000000003 3.5499999523162846 323.50000000000006 -0.944849133491516 1.985000014305115 0.20249561220407489 0.85693541169166576 13.344999790191652 232.50000000000003 1.5549999475479128 226.22489166259768 0.8038262426853181 234.71539306640628 0.5018555521965028 -0.66412031650543202 -0.9998527169227599
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 21 -4 9 8 16 28 11 12 13 -11 15 -13 18 -10 -8 -20 -2 -5 23 -23 -24 -12 -3 -19 29 -1
right_child=20 26 3 4 -6 -7 7 -9 17 10 25 14 -14 -15 -16 -17 -18 27 19 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013569573571084667 1.0863896135873143e-05 -0.0015310074224354421 0.00010692765731840644 0.00067988717948477828 -0.0016262180821333431 0.0013011126723643217 0.00057146815199207441 0.0012508904192740674 0.010671734168057063 0.0049622139347524482 0.00016689702555245365 0.030988179155341956 0.0044376310930749393 0.040802871364922749 0.00083250409347402623 0.0038734989675084271 -0.00028492783462329201 0.0014283049793478754 -0.0021423535230637859 0.0001905890492736815 -0.00026039920617157804 0.0019593629657628907 -0.0022440422525845825 -0.00060574638381920125 -0.00056269314671995526 -0.0011911518666310092 -0.00021171691324228535 0.0066057991722258376 -0.0024827876117901513 -0.00058260325656718504
leaf_weight=59 900283 6881 42981 5987 11584 7520 71254 16886 129 29 34154 23 444 21 7577 52 21990 1971 2914 12179 129927 2432 4447 3482 11866 4834 12607 338 2479 8895
leaf_count=59 900283 6881 42981 5987 11584 7520 71254 16886 129 29 34154 23 444 21 7577 52 21990 1971 2914 12179 129927 2432 4447 3482 11866 4834 12607 338 2479 8895
internal_value=4.54993e-06 0.000101639 0.000156551 -0.000159333 -0.000722846 0.000284751 0.000309718 0.000454914 0.00033362 -6.84915e-06 0.000215031 0.0012513 0.00601432 0.0200153 0.00094381 0.0121887 0.000281826 0.00263519 0.000426161 -0.000259831 -2.3347e-05 -0.000351943 -0.000629874 0.000449097 -0.00102104 -1.4832e-06 -0.000677544 0.00218621 -0.000921585 -0.000489351
internal_weight=1.32622e+06 296015 276527 90299 39798 50501 186228 127661 110775 58567 47134 8146 494 50 7652 75 108337 2438 86347 15093 1.03021e+06 28214 22227 5914 16313 38988 19488 2309 11433 8954
internal_count=1326225 296015 276527 90299 39798 50501 186228 127661 110775 58567 47134 8146 494 50 7652 75 108337 2438 86347 15093 1030210 28214 22227 5914 16313 38988 19488 2309 11433 8954
cat_boundaries=0 1
cat_threshold=7312
is_linear=0
shrinkage=0.05


Tree=245
num_leaves=31
num_cat=0
split_feature=18 68 30 33 94 77 112 76 39 21 122 61 104 5 125 32 30 59 81 112 23 33 113 57 119 83 110 14 23 79
split_gain=1.42207 3.61584 3.27876 3.20997 2.55043 6.14226 3.74464 3.54408 4.70332 3.59077 2.84642 2.84582 2.61592 3.42723 4.28871 2.55801 2.54179 3.2383 3.95284 2.50019 2.48937 2.46023 3.21783 2.52227 2.43696 2.39012 2.70843 2.37093 3.19504 3.0796
threshold=6.0650000572204599 251.20240020751956 1022.3500061035157 18.250000000000004 -0.92999947071075428 5.1749999523162851 0.33379416167736059 4.0850000381469735 21.550000190734867 4.9449999332427987 -0.95878320932388295 0.26477140188217169 -0.99972003698348988 3.1499999761581425 0.18222858756780627 18.750000000000004 1017.7500000000001 236.47746276855472 326.60848999023443 0.94828754663467418 5.2650001049041757 16.250000000000004 -0.99687939882278431 254.76393127441409 0.99901017546653759 323.55580139160162 0.74908509850502025 0.83499997854232799 4.0250000953674325 3.8449999094009404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 24 5 -1 11 12 10 -10 15 25 13 14 -6 -9 19 18 -18 -12 -5 -13 -23 -24 27 26 -7 29 -29 -3
right_child=-2 2 -4 20 7 6 -8 8 9 -11 16 21 -14 -15 -16 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0060217002852261479 1.5924919640406296e-05 -0.00054940466484153098 -0.0042898608436563379 -0.006388269736298924 0.00508953686924009 0.0074253342944934075 -0.013487276297140248 0.003595188087957446 0.025115398273748514 0.0058567462344529184 0.00020986570988083808 0.001060992264634327 -6.0468015895539812e-05 -0.002489491613008655 0.035186127936467526 0.017526230100276218 0.0049324572686836529 -0.0014672680359557513 0.021532662654685421 -0.015085371287056693 0.00015681437991045381 0.0069778803710663778 -0.0098715974112252719 0.0089424663968384263 0.014455614252774805 0.02234896141592236 -0.0094274181936835431 -0.0051886559892750771 -0.00064642767477465172 0.0039677067101772951
leaf_weight=585 1265075 932 652 424 29 134 48 563 34 84 2556 768 35843 39 20 35 216 154 43 27 221 46 163 20 27 21 29 397 15602 634
leaf_count=585 1265075 932 652 424 29 134 48 563 34 84 2556 768 35843 39 20 35 216 154 43 27 221 46 163 20 27 21 29 397 15602 634
internal_value=4.61345e-06 -0.000232517 -0.0008059 -0.000681343 2.87331e-05 -0.0018046 0.000202719 0.000112624 0.00158348 0.0114058 0.00126098 0.000759129 -3.93289e-05 0.00857078 0.0173739 0.00441055 0.000632332 0.00427447 0.00768848 4.99852e-05 -0.00414569 -0.000295282 -0.00484384 -0.00781542 -0.000554325 0.00647243 0.00442699 -0.000577397 -0.000759139 0.00127936
internal_weight=1.32542e+06 60346 18889 18237 41457 1814 1229 39643 3712 118 3594 1181 35931 88 49 598 2996 413 259 2583 645 997 229 183 17592 184 163 17565 15999 1566
internal_count=1325421 60346 18889 18237 41457 1814 1229 39643 3712 118 3594 1181 35931 88 49 598 2996 413 259 2583 645 997 229 183 17592 184 163 17565 15999 1566
is_linear=0
shrinkage=0.05


Tree=246
num_leaves=31
num_cat=2
split_feature=92 52 122 136 90 60 8 16 19 88 6 109 62 27 37 83 118 27 67 19 19 40 20 27 89 136 124 79 20 69
split_gain=1.41769 4.69127 3.77905 6.27702 4.93887 4.21057 3.8836 3.71559 4.74227 3.72035 4.66733 3.71521 3.67355 3.52899 3.35889 3.39708 3.35205 3.36303 3.83851 3.67006 4.64883 5.01589 4.26129 3.89303 3.40216 3.32651 4.64147 4.11629 3.88825 3.86222
threshold=-0.11000641062855719 0.034999999217689044 -0.53727915883064259 0 -0.60253581404685963 0.69655108451843273 9.9499998092651385 13.344999790191652 11.120000362396242 0.3750481009483338 8.8499999046325701 -0.13010020554065702 0.29346737265586859 285.50000000000006 8.6500000953674334 296.11912536621099 0.98321744799613964 176.50000000000003 0.6850000023841859 9.5450000762939471 7.4149999618530282 18.349999427795414 7.0050001144409189 337.50000000000006 0.19719612598419192 1 -0.07845610752701758 5.5250000953674325 4.6250000000000009 322.94473266601568
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=1 -1 3 6 7 -6 14 8 12 13 -11 -5 -4 -10 15 -3 17 18 -13 20 21 24 23 -22 -19 26 27 -15 -28 -30
right_child=-2 2 4 11 5 -7 -8 -9 9 10 -12 16 -14 25 -16 -17 -18 19 -20 -21 22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.002839016197376166 -2.4239244814086886e-05 0.029026229749433696 0.0010119849592820677 -0.00043293381070406669 -0.00051121685960678473 0.00064746749082708046 -0.0013351508561568503 -0.00043940522437703461 0.00034325250654000563 0.0085386060614344051 -0.006866653303031699 0.0062138442128810943 -0.00018622603679678917 0.0072523162113933854 -4.0289234216102588e-05 0.00023302939676103139 -0.0079732767757632883 0.00031827965186768156 0.0014452601677315598 0.00023503238822367647 0.0015472591325883748 0.014439299379734963 -4.0121326239427614e-05 0.010397820269688964 -0.0025114817326726564 0.00027423025748701487 0.022860306315124035 0.0023668842986682109 0.0010994410452656782 0.011733676172557404
leaf_weight=1553 1014590 20 7778 9749 67044 8879 6627 19366 15653 295 59 475 36021 737 38616 21 114 12034 3783 46022 20631 61 4890 125 1165 3376 21 1039 4590 87
leaf_count=1553 1014590 20 7778 9749 67044 8879 6627 19366 15653 295 59 475 36021 737 38616 21 114 12034 3783 46022 20631 61 4890 125 1165 3376 21 1039 4590 87
internal_value=4.38278e-06 9.78085e-05 8.40439e-05 0.000270886 -7.94495e-05 -0.000375712 -0.000216771 0.00017322 0.000343544 0.000880485 0.00597106 0.000493808 2.6557e-05 0.000809825 -2.51026e-05 0.0142785 0.000595037 0.00060599 0.00197722 0.000537241 0.000894724 0.000134623 0.00128773 0.00160056 6.85129e-05 0.00155127 0.00221337 0.00439423 0.00139364 0.00129726
internal_weight=1.32542e+06 310831 309278 144333 164945 75923 45284 89022 69656 25857 354 99049 43799 25503 38657 41 89300 89186 4258 84928 38906 13260 25646 20756 13199 9850 6474 1776 4698 4677
internal_count=1325421 310831 309278 144333 164945 75923 45284 89022 69656 25857 354 99049 43799 25503 38657 41 89300 89186 4258 84928 38906 13260 25646 20756 13199 9850 6474 1776 4698 4677
cat_boundaries=0 1 2
cat_threshold=3152 5891
is_linear=0
shrinkage=0.05


Tree=247
num_leaves=31
num_cat=0
split_feature=25 86 78 36 78 0 92 30 2 89 88 92 52 57 61 8 121 82 88 23 107 34 5 28 90 91 78 59 8 89
split_gain=1.30129 2.17492 2.40651 1.59536 1.49642 1.36802 1.92414 1.54469 1.38765 1.54144 1.34751 1.32469 4.28982 3.45125 6.35449 4.9946 3.82742 4.13536 4.0654 3.89045 3.17072 3.11761 3.1899 3.44324 3.09277 3.81712 3.14154 3.05009 3.16746 3.04967
threshold=357.50000000000006 0.91123333573341381 28.404999732971195 12.650000095367433 33.295000076293952 206.50000000000003 -0.65602219104766835 1014.6499938964845 78.500000000000014 -0.5898037552833556 -0.040781164541840546 -0.11000641062855719 0.034999999217689044 225.28156280517581 0.27123594284057623 16.150000572204593 0.94260558485984813 323.53062438964849 0.12005445361137392 5.9049999713897714 -0.98953869938850392 18.250000000000004 0.25000000745058065 1013.5499877929689 -0.45347794890403742 -0.99871042370796193 2.9850000143051152 188.67088317871097 7.4500000476837167 0.24123076349496844
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 5 4 10 8 -7 -8 -2 -10 -4 12 24 15 -15 16 17 18 20 -18 27 -20 23 -23 29 -26 -27 28 -14 -1
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12 -13 13 14 -16 -17 19 -19 21 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0040157892754983295 -0.0042783848502596757 -0.0094701287131285644 0.0010587342289419702 0.012389376097381478 -0.0024413529748810417 -0.013001216470729561 -0.0093107953020300956 -7.3447996389101411e-05 0.015151711380868047 -9.1135914729864798e-05 0.01832163918297738 -2.2387659361400343e-05 -0.001555961454710534 0.0012990088701443714 0.00015637111063274042 -0.0034489995557051597 -0.0039551256325676496 -0.0010730783084444535 0.00060522349863635172 -0.00059586910994553603 4.93173480066692e-05 0.020123118072409522 0.0023898602796449484 0.0025865820624555152 0.018229614484256931 0.0076607723395728999 -0.0021054032258903013 -0.00033373782561407366 -0.0068882351838968382 0.01798116949489113
leaf_weight=840 67 89 26 41 94 62 66 144 27 43 20 1014094 3099 13468 126013 1086 1185 8642 13652 3161 125490 55 1249 57 28 97 545 11634 306 41
leaf_count=840 67 89 26 41 94 62 66 144 27 43 20 1014094 3099 13468 126013 1086 1185 8642 13652 3161 125490 55 1249 57 28 97 545 11634 306 41
internal_value=4.16374e-06 -0.00218416 -0.00108509 0.00371512 0.0011748 -0.00320939 -0.00526163 -0.00297661 0.00086515 0.00578825 0.00856435 5.28537e-06 9.56225e-05 8.24608e-05 0.000266702 -6.90469e-05 -4.72667e-05 -8.49952e-06 5.06491e-05 -0.00151182 -3.29014e-05 0.000832722 0.00311473 0.0111983 0.00271861 0.000158327 -0.000629828 -0.000718959 -0.00203516 0.00466571
internal_weight=1.32542e+06 679 590 181 140 409 272 210 137 70 46 1.32474e+06 310648 309097 139481 169616 168530 164184 155542 4346 140529 15013 1361 112 1551 670 642 15039 3405 881
internal_count=1325421 679 590 181 140 409 272 210 137 70 46 1324742 310648 309097 139481 169616 168530 164184 155542 4346 140529 15013 1361 112 1551 670 642 15039 3405 881
is_linear=0
shrinkage=0.05


Tree=248
num_leaves=31
num_cat=0
split_feature=18 68 30 33 94 77 112 76 39 21 121 84 61 123 98 106 6 62 104 74 39 113 107 23 39 78 112 78 39 30
split_gain=1.28889 3.31121 2.94359 2.89981 2.28102 5.53816 3.37869 3.15445 4.20188 3.22949 2.72426 2.60134 2.55218 2.43723 2.69786 2.46011 2.37515 2.55188 2.34035 3.32103 2.32065 2.55962 2.53129 2.25126 2.22048 2.24023 2.69824 3.92417 2.90663 2.52118
threshold=6.0650000572204599 251.20240020751956 1022.3500061035157 18.250000000000004 -0.92999947071075428 5.1749999523162851 0.33379416167736059 4.0850000381469735 21.550000190734867 4.9449999332427987 1.0000000180025095e-35 0.86692386865615856 0.26477140188217169 -0.99687939882278431 -0.99941846728324879 -0.99535956978797901 1.2500000000000002 0.47413305938243872 -0.99972003698348988 0.4397054016590119 14.150000095367433 -0.99687939882278431 1.0000000180025095e-35 5.2650001049041757 21.050000190734867 6.9149999618530282 -0.97988739609718312 6.2750000953674325 19.550000190734867 1015.7500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 16 12 18 10 -10 11 13 -7 15 -15 -9 -1 -18 19 -6 22 -22 -14 -5 25 26 28 -28 -16 -29
right_child=-2 2 -4 23 7 6 -8 8 9 -11 -12 -13 20 14 24 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0037141775316558781 1.4724343419483401e-05 -0.00053175106319157633 -0.004071584874746007 -0.0060778404040869446 0.0011224301266965682 0.006139501290137718 -0.012803403660655022 0.01868055577161817 0.023780771438032391 0.0055166569435858128 -0.001613621196914947 0.00016581269139795179 0.0014718411211094716 0.015461651107762009 0.0068916580060233729 0.003984955470300252 -0.0080391821407359999 0.0029174570044657837 -5.58105333871099e-05 0.021613893074293931 0.0070849633826583162 -0.0035231550788397299 0.016539793349802497 0.0001463643224105003 -0.012782868950550134 0.0010335934290212775 0.00049409669234890387 0.0072495330636407817 0.023171604222928487 0.027500099803067071
leaf_weight=60 1265075 17592 652 424 58 184 48 49 34 84 698 1266 393 40 115 68 465 60 35843 30 64 510 30 221 24 908 317 51 36 22
leaf_count=60 1265075 17592 652 424 58 184 48 49 34 84 698 1266 393 40 115 68 465 60 35843 30 64 510 30 221 24 908 317 51 36 22
internal_value=3.95556e-06 -0.000221798 -0.000770496 -0.000652477 2.82046e-05 -0.0017056 0.000200456 0.000107541 0.00149519 0.0107792 0.00119037 0.00186619 0.000728979 0.00318686 0.00264921 0.0101395 -0.00570995 -0.00678699 -3.58158e-05 0.00810816 -0.000269553 -0.00234037 0.00254049 -0.00394521 0.00230128 0.00255112 0.00509811 0.00290092 0.010773 0.0133524
internal_weight=1.32542e+06 60346 18889 18237 41457 1814 1229 39643 3712 118 3594 2896 1181 1630 1513 117 585 525 35931 88 997 574 423 645 1473 1449 541 390 151 73
internal_count=1325421 60346 18889 18237 41457 1814 1229 39643 3712 118 3594 2896 1181 1630 1513 117 585 525 35931 88 997 574 423 645 1473 1449 541 390 151 73
is_linear=0
shrinkage=0.05


Tree=249
num_leaves=31
num_cat=0
split_feature=90 123 83 72 72 54 34 38 94 69 112 28 21 21 39 89 103 127 11 32 124 73 112 54 60 82 94 34 41 52
split_gain=1.27846 3.71327 3.49004 3.15553 2.46737 2.81131 2.41875 2.82987 4.19741 3.14648 2.6569 2.6936 2.7113 3.96215 4.87035 3.56075 3.02781 2.54692 2.97944 2.92161 3.81813 3.76139 3.38298 2.98728 2.94711 2.78622 2.5046 2.48178 2.43738 2.2975
threshold=0.77334097027778637 1.0000000180025095e-35 314.74223327636724 0.86505749821662914 0.25681035220623022 2.8850001096725468 12.449999809265138 12.250000000000002 0.48728211224079138 318.23406982421881 -0.97233289480209339 1018.1499938964845 6.0150001049041757 5.6949999332427987 12.150000095367433 0.349206492304802 0.25554497539997106 -0.63605400919914235 1.7500000000000002 16.250000000000004 -0.26722820103168482 0.55818864703178417 -0.81408452987670887 1.2549999952316286 0.25063069164752966 309.56533813476568 0.23663874715566638 11.150000095367433 8.2500000000000018 0.14500000327825549
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 29 5 -2 10 8 9 -8 -6 -12 13 15 27 16 -13 18 -9 20 21 22 -19 -21 -25 -23 -20 -15 -11 -3
right_child=1 2 -4 -5 6 -7 7 17 -10 28 11 12 -14 14 -16 -17 -18 19 26 23 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=6.8521238500877652e-06 -0.010031405788507652 0.0052921015153713953 -0.0088434467162235367 0.015597901316359639 -0.011636153195378564 0.0099329011514782909 -0.00013268275781431134 0.020268862263389656 0.025634249418973923 0.0047474847323933827 -0.0025907134696313765 0.011223151147299049 -0.0021166529089580487 0.015312979794512301 -0.00089855228479091942 0.019443182223899801 -0.0081167666904934464 0.023108136361999508 0.0072685207263150781 -0.0075784668547232165 0.00022988714790328084 -0.0041525389441042487 0.0025919208186678589 0.013488241123397733 -0.0018131117422279205 0.016318188243630259 -0.0068102983884852052 0.039395765047520404 0.024620735238271733 -0.0032705161445969397
leaf_weight=1320179 110 87 228 25 63 21 144 31 25 36 887 28 167 23 26 22 73 54 112 226 1568 68 32 36 250 22 44 20 27 787
leaf_count=1320179 110 87 228 25 63 21 144 31 25 36 887 28 167 23 26 22 73 54 112 226 1568 68 32 36 250 22 44 20 27 787
internal_value=3.75778e-06 -0.000775542 -0.0033184 -0.00191717 -7.91125e-05 -0.00683102 0.000142901 0.00100471 0.00628198 0.00394475 -0.00161825 -0.00111173 0.00254246 0.00659493 0.0161848 0.00121524 -0.00275521 0.000503558 0.00611099 3.87574e-05 0.00101369 0.00799664 0.0154742 -0.0032821 0.000112933 0.000851417 0.00329757 0.0265143 0.0132646 -0.00241817
internal_weight=1.32542e+06 5242 1127 899 4115 131 3984 2675 232 207 1309 1246 359 192 69 123 101 2443 187 2256 1744 176 86 512 286 90 156 43 63 874
internal_count=1325421 5242 1127 899 4115 131 3984 2675 232 207 1309 1246 359 192 69 123 101 2443 187 2256 1744 176 86 512 286 90 156 43 63 874
is_linear=0
shrinkage=0.05


Tree=250
num_leaves=31
num_cat=1
split_feature=66 20 23 52 55 60 20 30 88 72 17 87 126 80 82 30 17 104 79 105 84 28 67 19 84 65 136 33 28 28
split_gain=1.63294 4.66665 3.27743 3.27655 5.42399 4.81057 5.83537 5.17142 4.04206 5.49209 5.77758 4.3896 3.67943 5.35164 3.74649 4.79339 3.58404 3.76376 3.54798 4.90739 3.73 3.51407 5.69561 3.61468 3.32546 3.29479 3.25209 3.24778 3.44065 3.31679
threshold=14.734999656677248 6.6250000000000009 7.3650000095367441 0.9350000023841859 1.6250000000000002 0.38893173635005956 7.1449999809265146 1018.7500000000001 -0.61824825406074513 0.75704503059387218 6.4600000381469735 0.89184558391571056 -0.84335932135581959 224.99868011474612 156.01103973388675 1022.1499938964845 5.7200000286102304 1.0000000180025095e-35 1.1749999523162844 0.18110889941453936 0.77911123633384716 1014.8500061035157 1.2749999761581423 7.4149999618530282 0.81433969736099254 0.83499997854232799 0 16.150000572204593 1012.3500061035157 1013.0499877929689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=3 2 -2 8 5 6 7 16 9 10 24 -10 -12 14 15 -14 -5 25 -16 20 -20 22 -6 -24 -1 -18 -11 28 -25 -29
right_child=1 -3 -4 4 21 -7 -8 -9 11 26 12 -13 13 -15 18 -17 17 -19 19 -21 -22 -23 23 27 -26 -27 -28 29 -30 -31
leaf_value=0.0023191674095135498 0.00039196230932074565 2.2340278772698318e-05 0.0016067259358012048 -0.0027051024948517338 0.0010284923466038372 -0.00014116855964612773 -0.003003178427275364 -0.0022391963413094088 9.2915994730789005e-06 0.0022952491777366202 -0.0007169904123052992 -0.0012662419096366169 -0.0069652313767354706 0.0013566889614758562 -0.00069615766180739294 0.018971423625581615 0.0011188960142850322 -0.0062521153715667582 0.01676647781492456 0.028952455517644877 0.0031235480751350244 -0.00020407847651775202 -0.00084441437834549191 -0.00037506266917294645 -0.00057819715257014968 -0.0005100852814129631 -0.00056481122445914194 0.0011924201550450287 0.00026315539305605911 -9.1438404467710017e-05
leaf_weight=1130 21775 186966 7453 1694 15607 34719 3219 4994 666045 1067 2120 6814 79 20333 62 23 3666 265 95 39 106 190275 11157 39662 8013 20252 12924 12189 45165 8566
leaf_count=1130 21775 186966 7453 1694 15607 34719 3219 4994 666045 1067 2120 6814 79 20333 62 23 3666 265 95 39 106 190275 11157 39662 8013 20252 12924 12189 45165 8566
internal_value=-1.15308e-05 0.000114188 0.000701721 -3.60108e-05 -0.000152411 -0.000555431 -0.000977337 -0.000766097 2.73718e-05 0.000480872 0.000842159 -3.62565e-06 0.00126707 0.00146991 0.00716828 -0.00111677 -0.000481803 -0.000326063 0.00996654 0.0127211 0.0095717 -6.64546e-05 0.000131408 1.1476e-05 -0.000220107 -0.000260405 -0.000345457 0.000101919 -3.5252e-05 0.000662546
internal_weight=1.32647e+06 216194 29228 1.11028e+06 391430 68809 34090 30871 718850 45991 32000 672859 22857 20737 404 102 25877 24183 302 240 201 322621 132346 116739 9143 23918 13991 105582 84827 20755
internal_count=1326474 216194 29228 1110280 391430 68809 34090 30871 718850 45991 32000 672859 22857 20737 404 102 25877 24183 302 240 201 322621 132346 116739 9143 23918 13991 105582 84827 20755
cat_boundaries=0 1
cat_threshold=4370
is_linear=0
shrinkage=0.05


Tree=251
num_leaves=31
num_cat=1
split_feature=66 20 75 121 3 22 136 60 31 120 99 116 107 12 57 69 95 61 58 65 60 37 87 121 30 127 66 34 125 89
split_gain=1.47748 5.00591 4.24665 3.57361 3.47711 3.03542 5.23332 3.77063 3.43714 2.94811 2.83534 2.77961 2.67963 2.65639 4.63607 2.97946 2.84209 2.5891 2.55786 2.77493 2.912 3.43678 2.46089 2.3064 2.49201 2.48799 2.29218 2.30897 2.53254 2.60268
threshold=12.484999656677248 6.3650000095367441 0.73660874366760265 0.46173103153705602 75.500000000000014 5.4349999427795419 0 0.483847126364708 1018.8500061035157 0.96811076998710643 -0.71997159719467152 0.99901017546653759 -0.12873067706823346 1.985000014305115 276.04898071289068 263.67936706542974 -0.95196014642715443 0.23077379167079928 347.13453674316412 15.545000076293947 0.33253438770771032 11.650000095367433 0.89254853129386913 0.70088258385658275 1019.3500061035157 -0.5663846731185912 23.704999923706058 10.34999990463257 -0.99809679388999928 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 18 9 6 8 -8 17 10 -5 -7 -13 14 15 -3 -15 -4 -2 20 -20 -22 -14 24 -19 -25 27 28 -17 -30
right_child=1 13 5 4 -6 11 7 -9 -10 -11 -12 12 22 16 -16 26 -18 23 19 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=1.9735047892067855e-06 0.0005876489773589251 -0.00072033537786071777 0.0079873385040271812 0.024518566611294201 0.0025526637856511871 -0.00021499735228763616 -0.0023520035467871642 -0.0003318359081477136 -0.0023406071611053424 5.4633024367777744e-05 0.0021785083808936179 -0.012672666290415115 0.012582322503798283 -0.0015183234357599694 -0.00021315800498887002 0.010078669439043062 -2.5043884717073599e-05 0.00089455157058655494 0.0047756038406597716 0.00012534362116400528 0.0073005596006458454 0.034943024967999566 -0.0057883032691115367 0.025254515902183597 0.0157316690150263 0.0033654922503046692 0.0026129434398006945 0.0011271122269543956 -0.00075008451157229259 -0.011351544856734109
leaf_weight=940608 21953 2477 189 49 1268 127480 5792 3842 483 34 20 88 26 3243 16579 52 182469 1173 63 99 22 23 61 21 29 34 2274 14314 1649 60
leaf_count=940608 21953 2477 189 49 1268 127480 5792 3842 483 34 20 88 26 3243 16579 52 182469 1173 63 99 22 23 61 21 29 34 2274 14314 1649 60
internal_value=-1.09536e-05 9.94592e-05 -3.61735e-05 0.000793075 0.00327032 -0.000293908 -0.00106965 -0.00154477 0.00130448 0.0121052 0.0180432 -0.000223642 -0.0065208 2.63071e-05 0.000410726 0.000907383 -5.11203e-05 0.00253106 0.000639812 0.00617185 0.0117145 0.0214289 -0.000298231 0.00171066 0.00125252 0.0117231 0.00112711 0.000916926 -0.000791534 -0.00112228
internal_weight=1.32647e+06 246648 1.07983e+06 23531 1371 139218 11563 9634 1929 103 69 127655 175 223117 37405 20826 185712 1446 22160 207 108 45 87 1257 1202 55 18349 16075 1761 1709
internal_count=1326474 246648 1079826 23531 1371 139218 11563 9634 1929 103 69 127655 175 223117 37405 20826 185712 1446 22160 207 108 45 87 1257 1202 55 18349 16075 1761 1709
cat_boundaries=0 1
cat_threshold=308
is_linear=0
shrinkage=0.05


Tree=252
num_leaves=31
num_cat=0
split_feature=86 107 60 99 62 61 22 17 127 114 34 100 82 94 87 74 62 65 95 84 66 20 6 61 56 121 86 2 29 61
split_gain=1.41906 2.61211 1.78375 1.98225 1.94382 1.75698 1.66457 2.41422 2.16784 3.18988 2.32689 2.05009 1.6255 1.57516 2.14213 1.37063 1.73574 1.44968 1.97701 1.35108 1.34247 2.35436 2.93082 2.53566 2.40695 3.41711 2.60332 2.43565 2.35319 2.17995
threshold=0.9263761341571809 0.080065581947565093 0.33934722840785986 1.0000000180025095e-35 0.47160071134567266 0.29075704514980322 6.3150000572204599 7.4149999618530282 -0.28400452435016627 -0.98624804615974415 14.750000000000002 0.11816201731562616 282.52416992187506 -0.65350553393363942 0.88159596920013439 0.58865052461624157 0.3190476149320603 6.6749999523162851 -0.46070125699043268 0.89766341447830211 26.564999580383304 6.6649999618530282 8.1500000953674334 0.43349824845790869 247.612663269043 0.64942333102226268 0.86074027419090282 307.50000000000006 1023.2500000000001 0.39631740748882299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 3 4 6 12 7 11 -9 10 -10 13 -6 -2 -15 -11 17 18 -17 -16 -1 22 24 -24 25 26 28 -28 -22 -29
right_child=1 -3 -4 -5 5 -7 -8 8 9 15 -12 -13 -14 14 19 16 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-2.2451546823458248e-05 -0.014762683950054149 0.014143520781513434 -0.0004267694697358956 0.010990370996296406 0.015928052501244981 -0.0012730991555145012 -0.0083903591725340287 -0.0078941802255718448 0.0026410822989419106 0.0092180913584607276 0.025153367661617021 -0.010691826851227611 -0.0021366169326938688 0.015005292296409607 0.007013942312449218 0.0076249496891133252 -0.0049666489130740206 0.011202724608340981 -0.010232032246647343 -0.0065020050984663028 0.00063827282036638209 9.3654210193285718e-05 -0.00093810558559185404 0.0011808105776183655 0.0016210616172108085 0.025783857526257638 0.0023115952517837285 0.019704385121950687 0.017985582160985187 0.0056581661184417443
leaf_weight=1209094 21 29 4196 26 33 176 176 82 24 31 22 145 20 20 25 31 169 37 31 71 283 103719 2238 3825 1720 20 75 67 21 47
leaf_count=1209094 21 29 4196 26 33 176 176 82 24 31 22 145 20 20 25 31 169 37 31 71 283 103719 2238 3825 1720 20 75 67 21 47
internal_value=-1.04059e-05 -0.000821937 -0.000903271 -0.00265713 -0.00297565 0.00113025 -0.00403809 -0.00295769 -0.000586614 0.00115026 0.0134078 -0.00654794 0.0091112 -0.00216208 0.000119069 -0.000735524 -0.00188687 0.00337052 -0.00130354 -0.00298223 -7.11028e-06 0.000158484 0.000969003 0.000398667 0.00251757 0.0055234 0.00470147 0.00930951 0.00183661 0.0139134
internal_weight=1.32647e+06 5365 5336 1140 1114 229 885 709 427 345 46 282 53 137 116 299 268 99 62 96 1.32111e+06 112015 8296 6063 2233 513 493 189 304 114
internal_count=1326474 5365 5336 1140 1114 229 885 709 427 345 46 282 53 137 116 299 268 99 62 96 1321109 112015 8296 6063 2233 513 493 189 304 114
is_linear=0
shrinkage=0.05


Tree=253
num_leaves=31
num_cat=2
split_feature=94 14 136 12 119 8 124 73 13 52 57 106 136 58 113 126 58 109 8 52 96 31 81 105 66 85 123 69 28 104
split_gain=1.40399 4.70728 5.71279 5.57995 3.66507 3.18795 3.24399 4.07558 2.95603 2.81122 4.13775 3.57795 2.70809 2.47708 2.43395 2.31409 2.87289 2.44984 3.36481 3.51569 2.72976 2.82477 2.78354 3.87666 2.70997 2.63715 2.44184 2.76948 2.39379 3.71259
threshold=-0.95180580019950856 1.4550000429153445 0 2.0849999189376835 0.96359375119209301 3.5499999523162846 0.99535831809043895 0.34281025826931005 1.2649999856948855 4.7650001049041757 199.14876556396487 0.068986792117357268 1 191.85276794433597 -0.99901017546653736 0.83385404944419872 169.28398895263675 0.024373659864068035 13.449999809265138 0.66500002145767223 -0.75317451357841481 1013.7500000000001 280.32379150390631 -0.99513885378837574 0.47499999403953558 0.69017481803894054 0.30069434642791754 302.38078308105474 1014.2500000000001 -0.99152910709381092
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 12 -5 -1 8 -8 9 10 11 -7 -3 -9 -12 16 -4 25 19 20 21 -19 23 -23 -22 -18 27 -24 29 -27
right_child=-2 3 15 4 -6 6 7 13 -10 -11 14 -13 -14 -15 -16 -17 17 18 -20 -21 24 22 26 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00056635920063646805 2.5583573561474556e-06 -0.0010865025591062412 0.0016827966426692861 -0.00074551838903415626 -0.010671064403512457 -0.0075100579912272787 0.025401378600370318 -0.0030210836839978587 -0.001282770273151994 -0.00076446310459157873 0.0057859109322646561 0.013349490683703197 0.00077925439113779311 0.015009916692972185 -0.0033009293218866607 -0.0012602568583552646 0.00085783911988561294 -0.00091624448409103265 -0.0090133530205336997 -4.8084469550279242e-05 -0.013165091187693179 0.0035278699713561569 0.0050949673073334509 0.027253358068022256 0.00090148477570148398 0.0012814818431884389 -0.0057912029104519877 0.019603509913172779 -0.0025571189828874448 -0.0018807750248764138
leaf_weight=3154 1253139 2126 2070 8800 94 975 21 80 1831 574 79 21 22001 25 1097 5184 1591 167 101 15873 38 33 381 36 346 1548 46 36 2689 2318
leaf_count=3154 1253139 2126 2070 8800 94 975 21 80 1831 574 79 21 22001 25 1097 5184 1591 167 101 15873 38 33 381 36 346 1548 46 36 2689 2318
internal_value=-9.8856e-06 -0.000222526 -0.000585075 0.000220095 -0.000850421 -0.00179393 -0.002621 0.00529357 -0.00283888 -0.00387648 -0.00469889 -0.00707025 0.000614722 0.00127201 -0.0026905 -0.0002918 -0.000107824 -0.000254894 8.57764e-05 0.000139976 0.00289629 0.00475685 0.0065377 0.0159064 -0.00049052 -0.000968227 0.0051415 0.0063475 -0.00141144 -0.000614564
internal_weight=1.32647e+06 73335 40314 33021 8894 7857 4703 126 4577 2746 2172 996 24127 105 1176 32457 27273 25203 17057 16956 1083 699 532 69 384 8146 463 417 6555 3866
internal_count=1326474 73335 40314 33021 8894 7857 4703 126 4577 2746 2172 996 24127 105 1176 32457 27273 25203 17057 16956 1083 699 532 69 384 8146 463 417 6555 3866
cat_boundaries=0 1 2
cat_threshold=3344 6320
is_linear=0
shrinkage=0.05


Tree=254
num_leaves=31
num_cat=0
split_feature=86 107 60 99 62 61 90 22 17 127 100 37 100 0 35 30 75 53 24 97 124 110 25 1 60 88 63 91 110 53
split_gain=1.27994 2.35777 1.60581 1.79464 1.75136 1.58661 2.34724 1.50307 2.17996 1.95553 2.9187 2.03286 1.85183 1.81085 1.69377 1.47311 1.81404 1.44353 1.86434 1.27246 1.24802 1.22066 1.88191 1.18906 1.18209 3.06617 1.66309 4.02039 6.08581 4.24133
threshold=0.9263761341571809 0.080065581947565093 0.33934722840785986 1.0000000180025095e-35 0.47160071134567266 0.29075704514980322 -0.95679199695587147 6.3150000572204599 7.4149999618530282 -0.28400452435016627 0.068547010421752944 14.949999809265138 0.11816201731562616 1.0000000180025095e-35 15.550000190734865 1012.9500122070314 0.68064960837364208 0.30500000715255743 295.50000000000006 -0.99619445204734791 0.86159634590148937 0.99445363879203807 340.50000000000006 86.500000000000014 0.76891824603080761 -0.79062035679817189 0.3550038635730744 -0.462771326303482 0.41877476871013647 0.9650000035762788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 3 4 7 6 -6 8 12 19 11 -11 15 -12 -13 16 -2 18 -15 -10 -14 22 -4 -7 26 -26 27 29 -29 -1
right_child=1 -3 21 -5 5 23 -8 -9 9 10 13 14 20 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00089708779898551032 0.010762739418340581 0.013438094483592131 -0.0004019904899730455 0.010464127333118366 0.020674242273620941 0.0091315665515139706 -0.00055636105942539875 -0.007968764016219541 0.003472685087472201 -0.0014349506490609863 0.0092329086886869891 0.027323186362073537 -0.012011888752505183 -0.0066007071640342479 0.0069919023662805557 -0.0085768185916163444 -0.0041411837771991077 -0.0054823380790332554 0.008400123001884599 -0.011031335428537381 0.0014403743646107614 -0.0086895068075550207 0.013092193129257516 -0.0028441057195825702 6.0020715914273845e-06 0.00063408530508660902 -0.00010095698612953063 -0.00085833862254634991 7.2144484303956758e-06 0.00012859533968493677
leaf_weight=24458 35 29 4126 26 23 24 30 176 20 22 37 21 125 34 20 53 49 158 53 62 20 44 26 152 84055 25274 419566 20934 679306 67516
leaf_count=24458 35 29 4126 26 23 24 30 176 20 22 37 21 125 34 20 53 49 158 53 62 20 44 26 152 84055 25274 419566 20934 679306 67516
internal_value=-9.39144e-06 -0.000780117 -0.00085739 -0.00252147 -0.00282455 0.0010728 0.00865692 -0.00383301 -0.00280637 -0.000553261 0.00109637 0.0108263 -0.00621799 -0.00107734 0.0174055 -0.00204959 0.00206878 -0.0026344 0.00253773 -0.00749377 -0.0101564 -0.00040528 -0.000317489 -0.00121106 -6.26153e-06 0.000151198 -2.04679e-05 2.21601e-05 -1.86617e-05 0.000332955
internal_weight=1.32647e+06 5365 5336 1140 1114 229 53 885 709 427 345 63 282 282 41 137 84 245 87 82 145 4196 4152 176 1.32111e+06 109329 1.21178e+06 792214 700240 91974
internal_count=1326474 5365 5336 1140 1114 229 53 885 709 427 345 63 282 282 41 137 84 245 87 82 145 4196 4152 176 1321109 109329 1211780 792214 700240 91974
is_linear=0
shrinkage=0.05


Tree=255
num_leaves=31
num_cat=1
split_feature=82 56 60 136 52 63 80 74 97 43 55 84 95 61 5 88 122 79 85 22 59 76 80 34 23 32 17 125 25 13
split_gain=2.14318 3.71232 4.21932 3.68904 3.37158 4.08868 3.36983 3.08528 3.05583 4.0469 5.27802 4.86032 3.13521 4.35064 3.09615 3.01574 3.11552 4.54794 3.07612 2.96385 3.12364 3.41513 3.93123 3.09752 2.92791 3.25001 2.91027 4.64987 2.881 2.8574
threshold=312.33332824707037 201.81989288330081 0.26859693229198461 0 0.22500000149011615 0.31524099409580236 308.47285461425787 0.88780534267425548 -0.34887346625328058 10.34999990463257 0.54500001668930065 0.85544657707214367 -0.98737144470214833 0.23077379167079928 0.35000000894069677 -0.38422591984271998 -0.58068084716796864 21.704999923706058 0.87913528084754955 7.0350000858306894 189.56035614013675 36.57500076293946 325.92988586425787 12.550000190734865 5.8849999904632577 19.44999980926514 8.0099999904632586 0.061046212911605842 320.50000000000006 1.9149999618530276
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 7 28 5 -4 -1 8 12 14 -11 -12 13 -3 29 16 17 -16 -19 20 21 -5 -23 -21 25 -22 27 -15 -2 -10
right_child=1 2 4 19 -6 -7 -8 -9 9 10 11 -13 -14 26 15 -17 -18 18 -20 23 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.2145642833547331e-06 -0.00028648988011545053 -0.0058428631534545939 0.0044892620285596199 -0.0027021245297883306 -0.00018604366611234182 -7.0117726132435653e-05 0.0003337734722976586 -0.0041664958235748343 0.023722123494371774 0.031683024976934704 0.022870585167159639 -0.0039631215555386411 0.00053013104503245138 0.01500208327268953 0.0016636535253170184 0.011940029891786365 -0.0017676452896398275 0.0088692775955705929 0.033719935081899167 -0.0023485104467865807 -5.6980065312590805e-05 -0.0057510997202586053 0.0054565780823603548 0.0010194898622704464 -0.0016319176177275537 -0.012045728667688214 0.010317072258936312 -0.0012904954305480399 0.0019365404362343846 0.0011616807598620654
leaf_weight=1085250 6172 88 859 4676 119891 1150 76672 298 32 28 27 45 9632 57 188 66 438 33 20 885 6853 110 271 2986 6539 57 229 189 1908 25
leaf_count=1085250 6172 88 859 4676 119891 1150 76672 298 32 28 27 45 9632 57 188 66 438 33 20 885 6853 110 271 2986 6539 57 229 189 1908 25
internal_value=-1.04481e-05 -0.000179795 -6.59961e-05 -0.000677833 -0.000152004 0.00187936 1.34183e-05 0.000854091 0.000988914 0.00377839 0.0132629 0.00609952 0.000742116 0.00436883 0.00259578 0.00173646 0.000744658 0.00531059 0.0182469 -0.00100824 -0.00127187 -0.00233123 0.00222077 0.000249487 -0.000873537 -0.000155874 0.00626068 0.00248461 0.000238159 0.0138272
internal_weight=1.32567e+06 163752 133295 30457 121900 2009 1.16192e+06 11395 11097 902 100 72 10195 563 802 745 679 241 53 22377 18506 5057 381 3871 13449 6910 475 246 8080 57
internal_count=1325674 163752 133295 30457 121900 2009 1161922 11395 11097 902 100 72 10195 563 802 745 679 241 53 22377 18506 5057 381 3871 13449 6910 475 246 8080 57
cat_boundaries=0 1
cat_threshold=518
is_linear=0
shrinkage=0.05


Tree=256
num_leaves=31
num_cat=0
split_feature=82 56 60 60 119 113 74 52 63 80 94 62 25 68 59 114 25 0 31 120 56 70 67 80 115 89 75 102 86 7
split_gain=1.93422 3.35037 3.80793 3.48821 3.50805 3.05067 3.09532 3.04286 3.69003 3.04127 2.92066 4.69485 2.90286 2.79363 3.46157 3.05535 4.65206 3.69801 2.9266 2.71459 4.45566 2.69012 2.65958 2.63379 2.63178 3.39243 4.69698 4.83132 2.88808 2.6908
threshold=312.33332824707037 201.81989288330081 0.26859693229198461 0.46045988798141485 0.71322327852249157 -0.0087262028828264497 0.88780534267425548 0.22500000149011615 0.31524099409580236 308.47285461425787 -0.35527564585208887 0.3339927345514298 325.50000000000006 343.61309814453131 135.92309570312503 -0.52247866988182057 341.50000000000006 328.50000000000006 1014.6499938964845 -0.5663846731185912 272.34155273437506 319.56344604492193 27.994999885559086 317.41461181640631 -0.50751903653144825 -0.92944130301475514 0.40858495235443121 0.76484680175781261 0.85957264900207531 8.3499999046325701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 5 -2 -5 6 13 8 10 -1 11 -4 23 14 24 21 17 -17 22 20 -12 -15 -16 -13 -3 26 -26 -28 -27 -29
right_child=1 2 7 4 -6 -7 -8 -9 -10 -11 19 12 -14 15 18 16 -18 -19 -20 -21 -22 -23 -24 -25 25 28 27 29 -30 -31
leaf_value=-8.7538359913130902e-06 -0.00091457422921986144 -0.0037828600034449846 0.0042570062144317066 -0.00052811588026036884 0.0019144596603922405 0.0068707932453310376 -0.0044246201375602806 -0.00017674147935518961 -6.6611845973808248e-05 0.00031708480159911182 0.023899168493477882 0.024368329368066044 0.036442851983010775 0.0062901378870010381 0.0023247077074342328 0.0083550228787636436 0.0026914662829277897 0.031197484401876436 0.00026717880553745469 0.0011521637605511825 0.0029568980956905708 -0.017682920938188379 -0.0035041149508985648 2.4889074265956881e-05 0.03058954587294942 0.0045624762242642419 -0.012853055068343465 0.0015521072037518024 -0.0050134150132807118 0.027488566720858216
leaf_weight=1085250 24253 701 136 3811 2393 204 287 119891 1150 76672 37 25 20 25 3914 37 104 34 5447 540 81 22 206 20 21 133 27 20 193 20
leaf_count=1085250 24253 701 136 3811 2393 204 287 119891 1150 76672 37 25 20 25 3914 37 104 34 5447 540 81 22 206 20 21 133 27 20 193 20
internal_value=-9.92567e-06 -0.000170805 -6.26963e-05 -0.000643941 0.000414032 0.000811386 0.00070093 -0.000144404 0.0017854 1.27473e-05 0.0042648 0.00953988 0.0205933 0.000835837 0.000720462 0.00638735 0.00942722 0.0192937 0.00102774 0.00265341 0.00952354 -0.00493129 0.00203327 0.013549 -0.00191606 0.00124488 0.00995638 0.00348927 -0.00110669 0.0145203
internal_weight=1.32567e+06 163752 133295 30457 6204 11395 11191 121900 2009 1.16192e+06 859 201 65 10904 10682 222 175 71 9567 658 118 47 4120 45 1115 414 88 67 326 40
internal_count=1325674 163752 133295 30457 6204 11395 11191 121900 2009 1161922 859 201 65 10904 10682 222 175 71 9567 658 118 47 4120 45 1115 414 88 67 326 40
is_linear=0
shrinkage=0.05


Tree=257
num_leaves=31
num_cat=1
split_feature=90 85 6 96 67 19 98 0 56 35 126 53 126 120 27 7 85 89 94 101 0 136 15 32 112 108 91 69 30 114
split_gain=1.4313 2.63988 3.28118 5.4093 3.103 2.34383 2.74906 3.77113 3.65215 2.61105 2.53121 2.31256 2.92346 3.2984 2.20608 2.15605 2.33009 2.15337 4.1505 3.06195 3.9548 3.0445 3.77138 3.36556 2.80121 2.61062 2.94257 3.02274 2.47687 2.34481
threshold=0.77334097027778637 0.91093978285789501 8.1500000953674334 -0.68318098783493031 0.80500000715255748 6.4600000381469735 -0.84237676858901966 325.50000000000006 183.22075653076175 11.34999990463257 -0.64942333102226246 3.8249999284744267 -0.97988739609718312 0.99687939882278453 188.50000000000003 5.8500001430511483 0.90600600838661205 -0.49625246226787562 -0.60770601034164418 0.8423668146133424 319.50000000000006 0 2.4450000524520878 11.650000095367433 -0.72534674406051625 0.68381682038307201 -0.3048140257596969 305.82220458984381 1020.7500000000001 -0.66259482502937306
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 7 -2 -9 -7 -8 12 -11 15 -13 -14 17 18 -17 21 -21 -20 24 -24 29 -26 27 -27 -19 -23
right_child=1 2 -4 -5 -6 9 10 8 -10 11 -12 14 13 -15 -16 16 -18 28 19 20 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-6.1480958689863566e-06 -0.0029506142630145466 0.019968472761304482 -0.0018680496980587758 0.033343114551495426 -0.0024443878732780195 -0.0032635012485106476 0.0074913682865685441 0.028175060078501703 0.0024063301018693232 0.010523400500311818 -0.007895811394408694 0.0052700650000146454 -0.0010219805585194243 0.019546071302399718 -0.0042301822531186119 0.024403446286063023 -0.012808358503712548 -0.00091654216704483218 -0.0022485115776362365 0.030375693344765087 0.0055365094709825717 0.011061125979581967 0.013386994803493674 -0.0092827499607210495 -0.0091289416576425236 0.012382275633642387 0.021614778855884517 -0.011342279437929393 0.016591371374116058 0.029858643716822071
leaf_weight=1320407 290 23 86 22 47 762 29 20 44 71 341 70 1732 22 481 24 27 531 246 22 59 79 22 64 30 29 27 25 21 21
leaf_count=1320407 290 23 86 22 47 762 29 20 44 71 341 70 1732 22 481 24 27 531 246 22 59 79 22 64 30 29 27 25 21 21
internal_value=-9.42938e-06 -0.00083203 0.00515329 0.0117167 0.00491984 -0.00104138 -0.00367613 -0.000526267 0.0104591 -0.000604368 -0.00668979 -4.19867e-05 0.000496243 0.000257422 -0.00302325 0.000114012 0.00171755 0.00204438 0.00399926 0.00321448 0.012283 0.00186173 0.00516788 -0.00348351 0.00893896 0.00347081 0.00813738 0.00139869 -0.00025048 0.0150086
internal_weight=1.32567e+06 5267 178 92 70 5089 724 354 64 4365 370 3603 3052 2981 551 2959 1227 1200 648 624 81 543 297 86 211 111 81 54 552 100
internal_count=1325674 5267 178 92 70 5089 724 354 64 4365 370 3603 3052 2981 551 2959 1227 1200 648 624 81 543 297 86 211 111 81 54 552 100
cat_boundaries=0 1
cat_threshold=6737
is_linear=0
shrinkage=0.05


Tree=258
num_leaves=31
num_cat=1
split_feature=82 56 40 52 88 109 53 127 70 9 112 88 4 35 15 24 89 88 93 104 65 12 136 35 115 16 121 114 97 80
split_gain=1.73953 3.01928 3.66635 4.89583 4.45346 3.35346 3.28633 3.25919 6.04132 3.8749 3.63751 4.4247 4.42915 5.15806 4.69493 4.14986 3.99885 3.82694 4.40724 4.0084 3.33958 4.17899 3.25656 2.95602 3.15375 3.00439 2.94707 2.91685 2.79314 2.7506
threshold=312.33332824707037 201.81989288330081 8.4499998092651385 2.1550000905990605 -0.1988841891288757 0.87581560015678417 0.14500000327825549 0.96359375119209301 245.29673004150393 14.050000190734865 -0.53727915883064259 -0.98679375648498524 7.4500000476837167 11.34999990463257 1.8949999809265139 339.50000000000006 0.19719612598419192 -0.81709691882133473 -0.49245555698871607 -0.66462039947509755 2.0449999570846562 1.7050000429153445 0 11.750000000000002 -0.52247866988182057 6.9049999713897714 0.98321744799613964 0.28400452435016638 -0.99444586038589466 308.47285461425787
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=29 22 6 4 7 -5 28 -4 -9 10 11 -10 13 -13 16 20 17 18 -15 -19 21 -12 -2 -8 25 27 -24 -25 -3 -1
right_child=1 2 3 5 -6 -7 23 8 9 -11 15 12 -14 14 -16 -17 -18 19 -20 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-7.9049601715562204e-06 0.00024989733144056814 0.014378596635069699 0.0012854408184005146 0.0010665261984654938 -0.009102045557755109 -0.0023355333714896592 -0.00051189878954508285 0.02205934966960009 -0.0042523544674840019 0.023536950984271245 -0.0018732028163818493 0.023913360575974828 -0.003083050108857845 0.025335008105529206 -0.0015004479260637593 0.0066712685733694918 -0.001756077539175749 0.013211734463962226 -0.00015494582151214398 0.040248286955315495 -0.0044755503361886169 0.017317964630606381 -0.00096054886900533935 -0.0012853899704237299 0.00065484493876895994 -3.2871489804127566e-05 0.0075165671603844592 0.012432609159403887 0.0011058627501279678 0.00030197179285729008
leaf_weight=1085250 8080 40 950 2316 73 1054 40465 51 67 26 74 71 57 28 78 253 34 26 43 29 282 46 22274 6048 15409 61356 103 39 4380 76672
leaf_count=1085250 8080 40 950 2316 73 1054 40465 51 67 26 74 71 57 28 78 253 34 26 43 29 282 46 22274 6048 15409 61356 103 39 4380 76672
internal_value=-8.95876e-06 -0.000161527 -5.88989e-05 0.00119823 0.00303991 2.49926e-06 -0.000113598 0.003459 0.00523143 0.00446103 0.00400517 0.00756094 0.00972349 0.0120859 0.00855748 0.00165456 0.0134607 0.0175668 0.00989743 0.0274674 -0.00150273 0.00548341 -0.000610677 -0.000161612 9.4684e-06 -0.000137984 -0.000921118 -0.0011975 0.00122598 1.25429e-05
internal_weight=1.32567e+06 163752 133295 5558 2188 3370 127737 2115 1165 1114 1088 433 366 309 238 655 160 126 71 55 402 120 30457 123317 82852 67443 22377 6087 4420 1.16192e+06
internal_count=1325674 163752 133295 5558 2188 3370 127737 2115 1165 1114 1088 433 366 309 238 655 160 126 71 55 402 120 30457 123317 82852 67443 22377 6087 4420 1161922
cat_boundaries=0 1
cat_threshold=518
is_linear=0
shrinkage=0.05


Tree=259
num_leaves=31
num_cat=0
split_feature=82 32 35 54 88 108 52 113 93 64 40 53 109 123 53 75 52 78 95 117 20 22 88 93 93 68 28 42 90 112
split_gain=1.57025 2.66608 2.81359 3.27338 4.43733 3.37666 2.91093 2.77771 2.77294 2.76529 2.71917 2.79662 4.65906 3.58181 4.1532 4.15814 4.5299 3.63401 5.362 3.99142 3.59552 3.7181 3.56109 3.63523 5.10845 4.2489 3.49889 3.9396 4.50854 3.43437
threshold=312.55856323242193 19.550000190734867 10.449999809265138 0.14500000327825549 0.021081739105284217 0.66519805788993847 0.62500000000000011 -0.095842104405164705 -0.98706361651420582 17.724999427795414 8.4499998092651385 1.6150000095367434 0.88390377163887035 -0.3172925859689712 1.1549999713897707 0.89817330241203319 0.34499999880790716 30.304999351501468 0.73786935210227977 0.59480014443397533 6.4049999713897714 5.7550001144409189 -0.40562750399112696 -0.71836143732070912 -0.10769029706716536 301.93501281738287 1018.6499938964845 10.84999990463257 -0.73572170734405506 -0.18222858756780622
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 -4 8 -6 -7 -2 -5 13 -13 -12 15 16 26 19 -19 20 21 -16 23 -21 25 -25 27 -15 -29 -18
right_child=1 -3 3 10 7 6 -8 -9 -10 -11 11 12 -14 14 17 -17 29 18 -20 22 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=1.1707831109102184e-05 -0.00104234227215717 -0.003139119657777743 -0.0036130139498691547 -0.00014171786857304378 -0.0052994434966434113 -0.0081389186924080478 -0.0012625958167180734 0.0080221414027942563 0.0043066449125868543 0.00014575712726117915 -0.00062164093139698419 0.0011271842546625758 -0.0025380858171881317 0.021903232319487466 0.025342155639082195 0.022357821774979435 -0.00083099714567918994 0.025397459865269957 -0.0010111871336040826 -0.0035861661139455058 0.03027038248600783 -0.0015458231649568511 -0.0029726821878185011 0.036849311696222201 0.0035796716521409424 0.011752607937281331 0.021438479821038685 0.013224155945313532 -0.007520801203895304 0.012396260214378485
leaf_weight=1164867 15225 745 203 128244 300 46 315 45 1655 7220 756 3173 1193 27 20 24 872 57 29 62 27 36 146 26 110 48 41 43 67 52
leaf_count=1164867 15225 745 203 128244 300 46 315 45 1655 7220 756 3173 1193 27 20 24 872 57 29 62 27 36 146 26 110 48 41 43 67 52
internal_value=-8.51073e-06 -0.000154972 -0.000141082 -5.64217e-05 0.00171338 0.00253355 0.00315247 -0.00356185 0.00397008 -0.00066016 -9.00216e-05 0.00088365 0.000125657 0.0022383 0.00351993 0.0017688 0.0013204 0.00703466 0.0164922 0.00532234 0.0152831 0.00805703 0.00321331 0.00688467 0.0104129 0.0205704 0.00862421 0.00478929 0.000588591 -8.6606e-05
internal_weight=1.32567e+06 160807 160062 137617 2564 2219 2016 345 1701 22445 135053 6809 4366 2443 1687 1126 1102 561 86 475 83 56 392 246 184 74 178 137 110 924
internal_count=1325674 160807 160062 137617 2564 2219 2016 345 1701 22445 135053 6809 4366 2443 1687 1126 1102 561 86 475 83 56 392 246 184 74 178 137 110 924
is_linear=0
shrinkage=0.05


Tree=260
num_leaves=31
num_cat=1
split_feature=93 89 12 61 26 114 12 79 76 28 82 18 101 89 84 136 53 93 108 91 27 11 120 4 122 91 0 93 21 75
split_gain=1.32497 4.54685 5.46289 4.36055 3.96401 4.57855 4.4663 4.37323 4.14206 3.80447 3.98796 3.72771 3.41807 3.16524 5.01801 4.08929 3.99215 5.12436 3.4807 3.23958 3.97636 4.32004 3.16253 3.72436 3.82061 3.16169 3.14183 4.03411 3.45746 3.3967
threshold=-0.1270121484994888 -0.85252264142036427 2.7549999952316289 0.24637641757726672 295.50000000000006 -0.16504132002592084 1.6649999618530276 11.525000095367433 16.585000038146976 1014.5499877929689 225.30345153808597 13.344999790191652 -0.46836249530315394 1.0000000180025095e-35 0.84021484851837169 0 0.42499999701976782 0.44460110366344457 -0.24620527774095533 0.019366835243999962 336.50000000000006 15.84999990463257 0.33379416167736059 4.4500000476837167 0.56638467311859142 0.79729056358337413 12.500000000000002 0.87309211492538463 5.3350000381469735 0.84151220321655285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 25 5 6 9 8 -6 22 -11 -7 -9 -2 16 26 17 18 -15 20 -17 -22 -3 24 -24 -1 -16 29 -29 -28
right_child=13 2 -4 -5 7 11 -8 12 -10 10 -12 -13 -14 14 15 19 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0018212036727930144 -1.5314094150479204e-05 5.4525869335464989e-06 -0.0014299877403531334 0.00032923831047731853 5.9728947697962554e-05 -0.00065720982055976647 -0.0011290914269856101 0.0023723141080759917 -0.0018049535085023546 0.0017147954659756796 -0.00061228461606877319 0.0007615411803903252 0.00051006053617162132 0.021375041747012657 -0.0037737497126597319 -0.0014461252963273588 -0.0037202297940418026 -0.0021226391649943098 0.0043068580198732595 -0.00636362083265946 0.011002057256272939 -0.0051042780966236026 0.0017820061972700849 0.0041650761970261864 -0.0014651307503702336 0.011010144722483045 0.0016678759546149239 0.01322586688921408 0.0038313100005805409 -0.0067559421671792227
leaf_weight=3762 1012700 28753 6692 80828 50702 6108 15073 2617 3164 1930 39952 19132 42149 37 224 1715 2194 462 155 288 136 60 2729 960 1356 96 791 118 576 141
leaf_count=3762 1012700 28753 6692 80828 50702 6108 15073 2617 3164 1930 39952 19132 42149 37 224 1715 2194 462 155 288 136 60 2729 960 1356 96 791 118 576 141
internal_value=4.80082e-06 9.60477e-05 -2.31755e-05 0.000407624 2.06889e-05 -0.000177459 -0.000343125 0.000253715 -4.97994e-05 -0.000186586 -0.000505048 0.000418208 0.000618927 -2.25843e-05 -0.00109009 4.10137e-05 -0.00269818 0.000730551 0.00759604 -0.00141367 -0.000675082 0.00607155 0.000208049 0.00136271 0.000704132 0.00204986 0.00176821 0.00254255 0.00542866 0.000393457
internal_weight=1.3256e+06 306003 221317 84686 214625 115993 90753 98632 53866 75680 41882 25240 44766 1.0196e+06 6897 4049 2848 654 192 2199 1911 196 33798 5045 4085 3858 1850 1626 694 932
internal_count=1325600 306003 221317 84686 214625 115993 90753 98632 53866 75680 41882 25240 44766 1019597 6897 4049 2848 654 192 2199 1911 196 33798 5045 4085 3858 1850 1626 694 932
cat_boundaries=0 1
cat_threshold=2162
is_linear=0
shrinkage=0.05


Tree=261
num_leaves=31
num_cat=3
split_feature=93 89 12 61 56 26 26 18 136 125 12 110 79 28 16 96 22 35 136 43 136 30 17 9 52 32 30 76 41 15
split_gain=1.19579 4.10353 4.93026 4.11015 4.76175 3.57752 4.20946 4.25123 4.09243 5.79709 3.79219 5.09417 3.72674 3.70692 3.34452 3.34425 3.27081 3.2647 3.16619 3.14439 7.53636 4.00991 3.15784 3.57512 3.42373 3.93983 3.10144 3.08321 3.98967 3.05101
threshold=-0.1270121484994888 -0.85252264142036427 2.7549999952316289 0.36665372550487524 198.05888366699222 295.50000000000006 210.50000000000003 13.344999790191652 0 0.90255093574523937 1.544999957084656 -0.82222834229469288 11.404999732971193 1011.9500122070314 12.50999975204468 -0.33989167213439936 7.1549999713897714 18.150000572204593 1 9.5500001907348651 2 1013.4500122070314 6.9049999713897714 3.1499999761581425 4.1849999427795419 11.250000000000002 1009.0499877929689 5.4649999141693124 18.94999980926514 1.4950000047683718
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 6 7 -3 9 12 11 14 13 -7 -8 17 -12 -14 -11 20 22 27 23 -13 25 -24 -25 -21 -29 -18
right_child=-2 2 -4 4 -6 8 10 -9 -10 18 16 19 15 -15 -16 -17 29 -19 -20 21 -22 -23 24 26 -26 -27 -28 28 -30 -31
leaf_value=0.00091145707736267406 -2.1455120420986077e-05 -0.0007334530619818809 -0.0013584883632013903 -0.0016458574518990619 0.00026825626314971824 -0.00078938020762357947 0.0056510019940308638 0.00041571430203454643 -0.00031047321329541987 0.00071198876481411925 -0.0015830541599402368 -0.0053982232582936822 0.0008850829389510902 0.00047511572986556297 -0.0010061024582669648 0.0034926648018242927 -0.0028322887602531301 -0.0086519775451678379 -0.0017145145664018134 -0.00072723124400489979 -0.00035000275874354941 -0.001944357157357357 0.019647663392658749 0.016307537874672564 -0.00076459930206375316 0.0027868634299185163 0.00039268782504645598 0.0017204484277637769 0.021511653606564957 0.00056214695763312278
leaf_weight=25939 1019597 10117 6692 3452 55295 7299 601 39353 25080 1902 10945 299 30307 28144 275 1253 796 90 4557 3768 33945 5743 35 32 752 3432 706 1236 26 3932
leaf_count=25939 1019597 10117 6692 3452 55295 7299 601 39353 25080 1902 10945 299 30307 28144 275 1253 796 90 4557 3768 33945 5743 35 32 752 3432 706 1236 26 3932
internal_value=4.56078e-06 9.12453e-05 -2.20167e-05 0.000387242 0.000155782 1.96545e-05 -0.000168586 0.000180701 0.000241029 0.000429066 -0.000428334 -0.00021875 0.000566852 0.00021471 0.00356116 0.000961196 -0.00110832 0.000856845 -0.00100153 -0.000285008 -7.70932e-05 -0.00104157 0.00168291 -0.000785911 0.00229372 0.00295708 0.00108276 -1.08211e-05 0.00212819 -9.33587e-06
internal_weight=1.3256e+06 306003 221317 84686 58747 214625 115993 49470 98632 73552 66523 50850 67093 35443 876 31650 15673 30397 6459 49974 39201 10773 5256 1037 4219 3467 738 5030 1262 4728
internal_count=1325600 306003 221317 84686 58747 214625 115993 49470 98632 73552 66523 50850 67093 35443 876 31650 15673 30397 6459 49974 39201 10773 5256 1037 4219 3467 738 5030 1262 4728
cat_boundaries=0 1 2 3
cat_threshold=839 324 32
is_linear=0
shrinkage=0.05


Tree=262
num_leaves=31
num_cat=1
split_feature=52 60 56 136 67 72 56 115 19 104 94 60 52 12 25 66 29 16 30 65 52 43 63 72 57 127 100 52 34 58
split_gain=1.10152 4.7185 3.25801 2.70068 2.56411 2.99518 3.23649 4.97318 4.27422 3.89419 4.40726 4.06101 3.33376 3.46926 3.73462 3.38012 3.32432 3.31704 3.41083 3.57125 3.22938 3.46349 3.14303 3.30434 3.28999 3.57189 4.56712 3.13037 4.82116 3.19164
threshold=5.4749999046325692 0.53772589564323436 166.47275543212893 0 29.414999961853031 0.81600975990295421 203.37102508544925 -0.47714059054851526 14.039999961853029 -0.42523279786109919 0.42517861723899847 0.25063069164752966 0.30500000715255743 2.6750000715255742 347.50000000000006 4.2950000762939462 1029.2500000000002 6.9049999713897714 1021.1499938964845 8.0850000381469744 0.82499998807907116 15.949999809265138 0.26853297650814062 0.75356802344322216 314.96182250976568 -0.13052122294902799 -0.31451214849948878 1.8149999976158144 19.44999980926514 179.78003692626956
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 -1 9 27 10 11 -8 13 14 22 -14 -17 -13 19 20 21 -19 -11 24 25 26 -24 -9 -29 -30
right_child=1 2 3 -5 -6 -7 7 8 -10 12 -12 17 15 -15 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-8.2254090548808847e-06 -0.00041128913087767178 0.00389457075881191 -0.00036446941354050612 9.5830747256931607e-05 0.00061861251260785692 -0.00033569624179849043 0.0011367732973646416 0.0010983163715609034 0.0019414165565515944 -0.0039968921819276979 -0.00051733011256003408 -0.00048038110839236685 -0.00013109788435602393 -0.0048183477804309037 0.025005178448433682 0.0019413115800140585 0.021891642557013605 0.00093357793850520399 -0.00059253704202399113 0.00092447303572951503 1.6823036539667479e-05 -0.0067559001838310142 0.0019995852588460998 -0.0069693056038684312 0.028615304857492446 0.0023883514359409296 0.02934433494354724 -0.00039627346401954636 0.017121462199667641 0.003636485167772591
leaf_weight=728299 79190 545 37714 205211 18178 56030 10380 9813 6819 57 26554 20168 3394 61 30 3672 21 13895 11637 19202 65367 148 26 27 25 86 37 8742 55 217
leaf_count=728299 79190 545 37714 205211 18178 56030 10380 9813 6819 57 26554 20168 3394 61 30 3672 21 13895 11637 19202 65367 148 26 27 25 86 37 8742 55 217
internal_value=4.33211e-06 -7.60249e-05 3.30216e-05 2.43583e-05 3.01841e-05 1.93222e-05 4.07403e-05 0.000218663 0.000868863 0.000123261 7.35128e-05 0.000184944 0.00124288 0.00601362 0.00830789 0.00100794 0.00205476 0.000109188 0.000217038 0.000312574 0.000164612 0.000852538 0.00636634 0.00930517 0.0118305 0.00901428 0.0180592 0.000480393 -0.000192304 0.00636323
internal_weight=1.3256e+06 322660 243470 242925 1.00294e+06 984762 928732 200433 25646 174787 167351 140797 7436 349 288 7087 3693 130417 110249 98612 79410 14043 258 201 174 149 63 18827 9014 272
internal_count=1325600 322660 243470 242925 1002940 984762 928732 200433 25646 174787 167351 140797 7436 349 288 7087 3693 130417 110249 98612 79410 14043 258 201 174 149 63 18827 9014 272
cat_boundaries=0 1
cat_threshold=66
is_linear=0
shrinkage=0.05


Tree=263
num_leaves=31
num_cat=0
split_feature=86 107 68 8 80 5 37 120 104 91 18 91 89 98 110 29 61 103 30 40 59 96 19 22 67 74 72 87 84 95
split_gain=1.08773 2.18145 1.22158 3.84963 3.55048 3.0589 3.74567 2.50237 3.83039 3.34783 2.79013 2.50322 2.06898 1.92212 1.93296 2.22186 1.85208 2.00991 1.8235 5.58357 2.58295 2.5148 2.093 3.31274 2.30365 2.09498 1.96126 1.84378 1.74585 1.67335
threshold=0.9263761341571809 0.080065581947565093 343.61309814453131 13.250000000000002 351.14646911621099 1.1500000357627871 12.550000190734865 -0.5663846731185912 -0.26501755416393274 -0.60068148374557484 6.9049999713897714 0.019366835243999962 -0.63524392247200001 -0.99879723787307728 0.65085968375206005 1014.4500122070314 0.32351765036582952 0.77445736527442943 1016.8500061035157 10.750000000000002 110.50509262084962 -0.15163017064332959 8.7100000381469744 6.0150001049041757 2.745000004768372 0.78847941756248485 0.91083329916000377 0.86151060461997997 0.81175312399864208 0.28062973916530615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 7 6 -4 9 10 -5 -9 -10 -6 -7 15 28 17 -8 21 20 26 -16 23 -23 -25 -26 -20 -21 -15 -12
right_child=1 -3 3 4 12 13 16 8 11 -11 29 -13 -14 14 18 -17 -18 -19 19 27 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=4.8358838068719464e-06 -0.0007591627223910571 0.015784117784351109 0.021024935898949972 0.011835226389978614 -0.010082945113324306 0.014381876001557846 -0.011809095482021803 0.0071174811209655468 0.0041316579396240066 -0.015244912274181843 0.038216377012431628 0.018701052484767777 0.0022857003123260243 0.013434652906532089 0.00045349200236353472 -0.01062633348328452 0.010284480779636198 0.0078231092468327417 0.0039671956350779327 0.0093969914674138025 -0.00088875553121585567 -0.0085184236324998188 -0.007911590970899612 0.018321429910914355 -0.011795213003642857 0.0052333741257451988 0.019594521350834684 0.029683908310142306 -0.0059485664662833407 0.018633851478807629
leaf_weight=1317368 5461 20 37 21 44 22 32 27 187 25 20 35 146 21 705 93 41 22 158 24 580 83 213 24 24 73 23 21 26 24
leaf_count=1317368 5461 20 37 21 44 22 32 27 187 25 20 35 146 21 705 93 41 22 158 24 580 83 213 24 24 73 23 21 26 24
internal_value=4.11541e-06 -0.000698797 7.03383e-06 0.00105956 0.00489291 0.000146941 0.00752882 0.00795955 0.00966167 -0.00288224 0.0197706 0.00642863 -0.000578618 -0.000319283 -0.000475678 -0.00614846 0.00227243 -0.00381079 -6.37542e-05 0.0017505 0.000738519 -0.00136704 -0.00444492 -0.000825312 0.00445178 0.00102012 0.00595299 0.0188642 0.00271202 0.027535
internal_weight=1.3256e+06 5481 1.32012e+06 2751 529 2222 132 339 293 46 71 222 190 2090 2068 140 95 54 1928 806 761 1122 417 204 121 97 181 45 47 44
internal_count=1325600 5481 1320119 2751 529 2222 132 339 293 46 71 222 190 2090 2068 140 95 54 1928 806 761 1122 417 204 121 97 181 45 47 44
is_linear=0
shrinkage=0.05


Tree=264
num_leaves=31
num_cat=0
split_feature=4 68 3 62 16 89 102 79 60 77 24 87 54 73 29 9 54 6 84 39 84 82 39 40 72 15 107 89 8 84
split_gain=1.10417 3.42964 4.138 3.76361 4.44527 3.43717 3.52433 3.00415 2.59858 3.81632 2.51331 3.9696 3.82153 3.27982 4.50538 2.77875 2.85434 2.32265 3.14169 2.19994 2.42564 2.19554 3.43484 2.1944 2.26437 2.25706 2.48022 2.19346 2.72086 3.16571
threshold=10.449999809265138 314.89866638183599 345.50000000000006 0.36877571046352392 9.5450000762939471 -0.97451326251029957 0.71476835012435924 19.255000114440922 0.47649285197258001 33.264999389648445 342.50000000000006 0.89184558391571056 0.90500000119209301 0.87011659145355236 1020.6499938964845 14.84999990463257 0.46500000357627874 9.3499999046325701 0.88136219978332531 12.250000000000002 0.87736353278160106 346.37455749511724 12.650000095367433 11.250000000000002 0.8484461009502412 2.3149999380111699 0.33021132647991186 0.24123076349496844 14.150000095367433 0.89938864111900341
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 8 27 4 5 6 -4 -6 9 21 12 13 15 14 19 16 -7 -1 -19 20 -12 -2 -23 24 25 26 -11 -3 -29 -30
right_child=1 2 3 -5 7 10 -8 -9 -10 23 11 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=9.9973453924316822e-06 1.3651457892964253e-05 0.00071999893387337177 0.0007598609448625491 0.0010485044296326673 0.0055844422841731176 0.0037231897268893907 0.024078954414053021 0.027761976556802122 0.00046508522640628528 -0.0021464128654872685 0.012054609655780663 -0.0069786727468067024 -0.0076881077633622818 0.025288805807078325 0.025155628796977303 -0.0021918963936225669 0.021969014811603464 -0.00011978581528633851 -0.00089011918566565698 -0.0059461553047252145 0.0004790744091534601 0.002488431233052299 0.025506990771031097 -0.0068619664201632208 -0.0030456657025511734 -1.0127039566430435e-05 0.011267310505998987 -0.0069059217721866824 -0.0021951026239871536 0.010126662369337723
leaf_weight=1105967 71921 11574 26 868 26 58 43 37 28273 2239 101 47 102 27 30 82 34 81711 15794 41 82 71 21 163 1158 4540 35 215 248 66
leaf_count=1105967 71921 11574 26 868 26 58 43 37 28273 2239 101 47 102 27 30 82 34 81711 15794 41 82 71 21 163 1158 4540 35 215 248 66
internal_value=3.90964e-06 0.000147159 0.000892358 0.00327873 0.00590895 0.00472005 0.015292 0.0186093 5.29481e-05 -9.24374e-05 0.00351233 0.00647096 -3.73547e-06 0.00872055 0.00695936 0.0045009 0.0104662 -1.06273e-05 -0.000244566 0.00452235 0.00686776 2.35256e-05 0.00774267 -0.00111897 -0.00100155 -0.000654159 -0.00193996 0.000576094 -0.0025724 0.000394823
internal_weight=1.3256e+06 122128 13707 1604 736 673 69 63 108421 80148 604 328 276 281 254 174 92 1.20347e+06 97505 224 183 72013 92 8135 7972 6814 2274 12103 529 314
internal_count=1325600 122128 13707 1604 736 673 69 63 108421 80148 604 328 276 281 254 174 92 1203472 97505 224 183 72013 92 8135 7972 6814 2274 12103 529 314
is_linear=0
shrinkage=0.05


Tree=265
num_leaves=31
num_cat=0
split_feature=81 19 90 53 6 65 72 73 84 121 89 59 60 28 54 95 55 5 26 60 27 23 22 56 100 12 55 91 35 27
split_gain=1.22489 2.47875 2.41779 2.25023 2.88153 2.36269 2.24395 2.67607 2.16417 2.24821 2.13683 3.16846 2.11543 2.09793 2.12477 2.0497 1.98897 1.86907 1.86098 1.83036 2.42938 2.38417 1.83981 1.76626 1.76434 1.83898 3.16715 2.00421 1.88949 1.76177
threshold=351.35958862304693 5.1300001144409189 1.0000000180025095e-35 0.46500000357627874 7.1499998569488534 0.50499999523162853 0.36728990077972418 0.578789383172989 0.88901555538177501 -0.11319890245795249 -0.65521830320358265 291.31684875488287 0.31282231211662298 1015.1499938964845 0.42499999701976782 -0.13004364818334577 0.34499999880790716 10.650000095367433 335.50000000000006 0.20458026230335238 351.50000000000006 6.5050001144409189 5.5750000476837167 302.65122985839849 0.062536768615245833 2.1950000524520878 1.4650000333786013 -0.462771326303482 12.250000000000002 348.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 -5 -6 -8 16 -10 -3 -12 -11 -7 18 -16 -4 19 -15 22 21 23 -9 -21 -17 -26 27 28 -27 -18
right_child=1 2 8 5 6 13 7 17 9 12 11 -13 -14 14 15 24 29 -19 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-1.2414821325519384e-06 0.01496464130699072 0.005011822874998538 0.0071041337671402362 -0.014287742172689053 0.01763338797950539 -0.0035942281054954883 -0.0079723644734142323 -0.0093370145759903468 -0.019022321590708328 -0.012225080427985329 -0.014486286703322549 0.0075096251019700008 0.0036844556792513341 -0.0024172573132421929 -0.005269382443961506 0.011950632027401299 -0.001050031523863297 -0.00077513537374061521 0.01585588496496999 0.017601639463027823 0.020052707157447003 -0.0069957169778645037 0.0060715681511761717 0.00021269259893375893 -0.0029000211487582423 0.027945562518130906 0.00027216997372937404 0.0023691428629191297 0.0072014342594359602 -0.011459777939599007
leaf_weight=1322523 24 41 47 35 29 609 47 26 46 48 64 22 37 22 189 32 126 106 38 40 48 25 76 23 350 23 571 38 21 60
leaf_count=1322523 24 41 47 35 29 609 47 26 46 48 64 22 37 22 189 32 126 106 38 40 48 25 76 23 350 23 571 38 21 60
internal_value=-3.47792e-06 -0.00103657 -0.00117184 -0.000612262 0.00221819 -0.0014153 0.00421375 0.00321843 -0.00497665 -0.0101184 -0.00438131 -0.00885943 -0.00529975 -0.0011773 -3.09517e-05 -0.000481279 -0.00208582 0.0047474 0.00915573 0.00720702 0.0110044 0.00606892 0.00214389 0.0112533 0.00039307 2.43341e-05 0.00159175 0.0107806 0.018045 -0.00440801
internal_weight=1.32539e+06 2863 2839 2475 547 1928 420 391 364 131 127 86 85 1893 1284 1224 233 344 60 238 136 88 102 63 1035 1003 653 82 44 186
internal_count=1325386 2863 2839 2475 547 1928 420 391 364 131 127 86 85 1893 1284 1224 233 344 60 238 136 88 102 63 1035 1003 653 82 44 186
is_linear=0
shrinkage=0.05


Tree=266
num_leaves=31
num_cat=4
split_feature=94 109 126 136 14 108 54 30 14 136 107 20 53 37 136 75 54 61 3 112 60 41 87 4 40 82 26 96 136 73
split_gain=1.17736 4.43777 3.49516 3.47107 3.58979 3.14095 2.70713 2.66912 2.70852 2.6415 2.55402 4.04605 2.55712 2.51011 2.49503 3.78325 3.27879 2.77692 4.17816 2.91517 2.55006 2.45967 2.78824 2.63755 2.38575 3.75688 2.6431 2.37288 2.82303 2.45061
threshold=-0.95180580019950856 0.032652793452143676 0.86159634590148937 0 1.3049999475479128 0.76254159212112438 1.6050000190734866 1021.5499877929689 2.3750000000000004 1 1.0000000180025095e-35 4.7750000953674325 0.30500000715255743 9.9499998092651385 2 0.38024218380451208 2.9850000143051152 0.34423699975013738 330.50000000000006 -0.70088258385658253 0.24206978082656863 7.7500000000000009 0.80074149370193493 3.8500000238418584 12.050000190734865 302.20983886718756 313.50000000000006 1.0000000180025095e-35 3 0.3135418593883515
decision_type=2 2 2 1 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=1 9 3 5 14 -3 24 8 13 -1 12 -12 -11 -6 16 17 21 18 19 20 -16 23 -23 -5 -4 -26 -27 -2 29 -29
right_child=27 2 6 4 7 -7 -8 -9 -10 10 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0025778123682188275 4.0316889806397412e-06 0.00041397675594429429 -0.0027193016629072694 -0.0026827517390340524 -0.0073995265249305322 0.0028538590776552445 -0.00039188056152595588 -0.0067250936255783683 -0.0019880804305338574 -0.0075224985116043351 0.019060315164258809 0.001587735255732416 -0.00076812216786657328 0.00043335462759470965 0.023698693458680753 -0.0010217590455580854 -0.0010070474191806805 -0.00021514439953346576 0.023424083214591853 -0.00035568687369600988 0.0064002410019978447 0.015370035586238374 -0.0027538693432385725 -0.0076111868311552547 -0.0044803007789887489 0.021670931437577513 0.0035271409727937104 0.0052396075130907837 -0.00072285913672729882 0.0013941097202246101
leaf_weight=2252 1247640 25504 2320 568 103 1391 7013 141 1317 142 36 416 10621 14628 27 3673 1887 290 33 142 101 32 63 520 75 34 49 496 1357 2515
leaf_count=2252 1247640 25504 2320 568 103 1391 7013 141 1317 142 36 416 10621 14628 27 3673 1887 290 33 142 101 32 63 520 75 34 49 496 1357 2515
internal_value=-3.30403e-06 -0.000197962 -1.36089e-05 0.000152084 -0.000291468 0.000539966 -0.000893838 0.000124184 0.000184363 -0.0010181 -0.000701982 0.00297936 -0.000857235 0.000378587 -0.00120912 -0.000422483 -0.00229337 0.00328227 0.00662962 0.00457697 0.0100491 -0.00436456 0.00335102 -0.00503825 -0.00231443 0.0036305 0.0109595 8.10456e-06 0.00117145 0.00202086
internal_weight=1.32539e+06 73378 59911 50420 23525 26895 9491 16189 16048 13467 11215 452 10763 14731 7336 4266 3070 593 303 270 128 1183 95 1088 2478 158 83 1.25201e+06 4368 3011
internal_count=1325386 73378 59911 50420 23525 26895 9491 16189 16048 13467 11215 452 10763 14731 7336 4266 3070 593 303 270 128 1183 95 1088 2478 158 83 1252008 4368 3011
cat_boundaries=0 1 2 3 4
cat_threshold=614 7696 1280 2353
is_linear=0
shrinkage=0.05


Tree=267
num_leaves=31
num_cat=1
split_feature=88 52 55 81 111 127 78 125 24 15 119 89 26 58 84 89 54 60 90 81 103 4 136 100 77 61 87 14 73 84
split_gain=1.17307 3.71219 2.8823 4.1721 4.44564 3.82916 3.44833 3.34064 2.80191 2.60031 2.82541 2.90239 2.52634 3.15366 5.22835 4.02354 2.58169 2.49937 2.20888 2.54207 3.04572 2.92545 2.42294 2.36699 2.3277 2.72532 2.57988 2.78882 2.28195 2.3994
threshold=-0.98184520006179798 0.064999999478459372 0.14500000327825549 307.84375000000006 0.20249561220407489 0.19936034083366397 7.055000066757203 0.21643137186765674 268.50000000000006 1.235000014305115 -0.043617725372314446 -0.74119642376899708 341.50000000000006 182.25131988525393 0.85544657707214367 -0.55784058570861805 0.18500000238418582 0.76630878448486339 -0.70493775606155384 225.35768890380862 -0.99285510182380665 3.1499999761581425 0 -0.85663872957229603 12.694999694824221 0.35039378702640539 0.85168948769569408 3.1550000905990605 0.36544835567474371 0.86518931388854992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 -7 -4 10 -1 -12 18 14 -14 -16 -15 -2 22 -20 21 -21 -3 -23 -22 26 27 28 29 -26
right_child=17 12 8 -5 -6 7 -8 -9 -10 -11 11 -13 13 16 15 -17 -18 -19 19 20 24 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0096149432038565956 -8.4988298738129188e-06 0.00028916987109868736 0.0063373760945978578 0.018813138276986455 -0.0055965061343647739 0.016776884752599634 -0.0020926733419480851 -0.0030018038633796906 -0.0035347334491107303 0.019622851730673574 0.0047795725751606649 -0.0089048894612412718 -0.00074004916930381142 0.017510252026841044 0.03440829006120049 0.006404738395434359 0.00077771733974246954 0.00026694217789804747 -0.0027991946782501501 0.019802719429135324 -0.0011582723737150146 -0.011461978270248934 -0.00025750148611085257 0.0087832338974944187 0.019536732308566573 -0.00090853768720648991 0.0024100647891139352 0.014100858344343201 -0.0024934450158379485 -0.0023694122992455962
leaf_weight=156 1114062 27327 96 46 119 102 205 27 286 32 121 57 49 24 29 23 584 88934 1397 35 8002 22 78396 42 25 2688 1783 29 663 25
leaf_count=156 1114062 27327 96 46 119 102 205 27 286 32 121 57 49 24 29 23 584 88934 1397 35 8002 22 78396 42 25 2688 1783 29 663 25
internal_value=-3.14007e-06 -0.000150615 0.0025635 0.00416096 0.003338 0.00485687 0.00309915 0.0126372 -0.00105378 0.00600714 0.00470264 0.00039747 -0.000178553 0.00279735 0.0109791 0.0220221 0.00143821 1.18637e-05 -0.000196073 -0.000770117 -0.000557212 0.00818008 -0.000116196 0.00182394 -0.000622667 0.000199492 0.00137905 -0.00109844 -0.00171665 0.00858366
internal_weight=1.32539e+06 122390 1247 865 819 700 571 129 382 366 334 178 121143 709 101 52 608 1.203e+06 120434 14711 13314 99 105723 64 13215 5213 2525 742 713 50
internal_count=1325386 122390 1247 865 819 700 571 129 382 366 334 178 121143 709 101 52 608 1202996 120434 14711 13314 99 105723 64 13215 5213 2525 742 713 50
cat_boundaries=0 1
cat_threshold=2320
is_linear=0
shrinkage=0.05


Tree=268
num_leaves=31
num_cat=0
split_feature=81 19 29 12 23 126 22 18 54 69 90 54 10 63 123 123 7 90 28 69 90 126 99 35 56 63 127 76 36 66
split_gain=1.12743 2.23296 2.52675 2.60292 2.38839 2.46734 2.04102 3.57061 2.42623 2.0197 1.96571 1.93228 2.21577 2.3696 2.09211 1.92919 1.85831 1.84314 2.01599 1.75948 1.71819 1.6698 1.54254 1.532 1.54437 2.14785 2.48912 2.06566 2.03091 3.96542
threshold=351.35958862304693 5.1300001144409189 1015.1499938964845 2.1950000524520878 6.2449998855590829 0.96811076998710643 6.1349999904632577 8.0099999904632586 1.544999957084656 307.05876159667974 0.040991283953189857 0.34499999880790716 10.750000000000002 0.24680136144161227 -0.061046212911605828 0.14780378341674807 8.7500000000000018 -0.43320457637310023 1017.3500061035157 309.82315063476568 -0.93236386775970448 0.87878364324569713 -0.44199112057685846 14.449999809265138 305.78790283203131 0.2908493578433991 0.9980967938899995 45.395000457763679 11.050000190734865 24.015000343322757
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 10 5 16 9 8 -8 -3 11 12 14 -14 -4 -16 21 18 -18 -7 -11 -5 -22 24 25 -9 28 -26 -27 -30
right_child=1 2 3 4 -6 19 7 23 -10 20 -12 -13 13 -15 15 -17 17 -19 -20 -21 22 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=-8.3743238385146522e-07 0.014193061221158133 0.0026946055434214381 -0.011318340690019702 -0.0025072694756090642 -0.00024938369553494051 -0.0050898254960775376 0.020528802927583457 -0.0072918973342550666 0.0015276066875750465 0.001159853613285651 -0.0092971158454961643 -0.0025087311671876181 0.0017639323044568299 0.026103190279100092 0.0094967443103626103 -0.0083632416158382385 0.012915961202234032 -0.015371428740788893 -0.0066960357644252084 0.008856790745434379 -0.013120388937439177 0.017679625820545924 -0.0049412903366516337 0.0049025983319270069 -0.0096002375447388853 -0.0024541141499454778 -0.010591574944555759 0.0022814021881749024 0.0025587700676269736 0.024827936825480453
leaf_weight=1322523 24 52 29 20 619 25 28 106 42 43 85 608 20 20 54 21 20 29 38 237 138 21 99 58 165 75 36 47 77 27
leaf_count=1322523 24 52 29 20 619 25 28 106 42 43 85 608 20 20 54 21 20 29 38 237 138 21 99 58 165 75 36 47 77 27
internal_value=-2.98305e-06 -0.000994123 -0.00112251 -2.84866e-05 0.00168154 0.00474625 -0.00315632 -0.00154979 0.00912809 -0.00635484 -0.00208991 -0.00127527 0.00393269 0.0139336 8.61946e-05 0.00449595 -0.000943553 -0.00507933 6.67218e-05 0.00752601 -0.00803546 0.00783236 -0.0097038 -0.00281452 -0.00365428 -0.00146703 0.00140476 -0.0069661 0.00381744 0.00834019
internal_weight=1.32539e+06 2863 2839 1846 1009 390 993 661 70 332 837 752 144 40 104 75 128 87 58 262 280 41 237 591 533 321 215 212 179 104
internal_count=1325386 2863 2839 1846 1009 390 993 661 70 332 837 752 144 40 104 75 128 87 58 262 280 41 237 591 533 321 215 212 179 104
is_linear=0
shrinkage=0.05


Tree=269
num_leaves=31
num_cat=0
split_feature=15 72 79 60 97 102 112 58 58 113 75 80 97 83 22 56 80 89 94 89 12 15 114 54 102 107 127 107 25 118
split_gain=1.12105 3.85106 3.45379 3.50751 3.28609 2.83481 4.34148 2.81364 2.6531 2.58925 2.10951 5.57514 4.64032 3.26908 2.35618 2.22907 2.163 2.58061 2.04653 2.00759 1.98633 2.8689 1.97507 1.9151 2.16097 1.95449 1.84368 2.3718 2.69047 1.82492
threshold=0.63499999046325695 0.39265595376491552 1.9249999523162844 0.31983967125415808 -0.79939731955528248 -0.57136544585227955 -0.99535831809043873 186.51876068115237 213.93018341064456 -0.30069434642791742 0.35262320935726171 260.87969970703131 -0.99481019377708424 267.35366821289068 4.2049999237060556 318.12133789062506 293.78778076171881 -0.68542852997779835 -0.86960083246231068 -0.99896696209907521 0.63499999046325695 0.50499999523162853 0.26722820103168493 0.064999999478459372 -0.2574626207351684 -0.99945643544197071 -0.97988739609718312 -0.97718143463134755 275.50000000000006 -0.55191597342491139
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 5 10 -4 -7 9 -8 -6 11 12 -3 20 29 22 18 -18 -13 -1 21 -14 23 24 -16 -26 27 28 -25 -12
right_child=-2 4 3 -5 7 6 8 -9 -10 -11 14 16 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.0088835691343547296 2.9817017908751135e-06 0.02753922190827628 0.02297003659634636 -0.002828484757604902 -0.01126245239748375 0.025441436605020004 -0.014324200525879861 -0.0024198162666294685 0.0077151309698820121 -0.0016090111083472932 0.010031176686448895 0.007694707244728408 -0.0044162934977794071 0.020674724247435047 0.015681452222281334 0.010850525407918863 -0.0024825785681605339 0.021292972280865626 -0.0051372308828170508 -9.395885922667465e-06 -0.0041491604784167696 0.020990426314063372 -0.010050067602423952 0.023284659085891626 0.013316003623748979 -0.00040111403192895524 -0.0012559717561786443 -0.0007463041951627353 -0.00055326996327494267 -0.0042901331324230376
leaf_weight=64 1304521 30 39 61 198 22 22 1049 36 107 23 36 20 29 33 42 25 21 227 15230 61 25 56 29 31 160 2421 71 20 677
leaf_count=64 1304521 30 39 61 198 22 22 1049 36 107 23 36 20 29 33 42 25 21 227 15230 61 25 56 29 31 160 2421 71 20 677
internal_value=-2.8339e-06 -0.000366437 3.45076e-05 0.0069201 -0.00151728 0.0119173 0.00652905 -0.00364883 -0.000644615 -0.00787584 -0.000802368 0.00233128 0.009752 0.00579928 -0.00121925 -0.000583472 -0.00163124 0.00837148 -0.00338077 -4.65312e-05 0.00172958 0.00969855 -0.000753706 -0.000565425 0.00386654 0.00182522 -0.000956122 0.00509335 0.0135549 -0.00381958
internal_weight=1.32539e+06 20865 15474 180 5391 119 80 1354 58 305 4037 474 165 135 3563 2863 309 46 263 15294 106 45 2821 2765 224 191 2541 120 49 700
internal_count=1325386 20865 15474 180 5391 119 80 1354 58 305 4037 474 165 135 3563 2863 309 46 263 15294 106 45 2821 2765 224 191 2541 120 49 700
is_linear=0
shrinkage=0.05


Tree=270
num_leaves=31
num_cat=0
split_feature=90 33 53 88 6 65 91 120 102 61 69 106 69 74 82 85 60 29 102 33 16 40 100 120 91 33 16 119 24 104
split_gain=1.86819 2.87047 3.27438 2.13735 1.99596 5.768 4.09659 3.05092 2.55311 2.29222 2.41993 2.83862 2.55842 2.93952 2.86253 2.26125 2.20674 2.15985 2.05001 2.42888 2.06426 2.98299 2.14129 2.0512 3.8456 2.91309 2.76793 3.17038 3.31768 2.81123
threshold=0.77334097027778637 17.94999980926514 0.62500000000000011 -0.99996188282966603 1.2500000000000002 1.1950000524520876 -0.90996229648590077 -0.25037047266960138 -0.47350692749023432 0.20308167487382892 325.87423706054693 -0.6153707206249236 266.24690246582037 0.80559751391410839 300.14274597167974 0.92643210291862499 0.32425150275230413 1016.3500061035157 -0.47350692749023432 17.750000000000004 7.4149999618530282 11.550000190734865 -0.80122983455657948 -0.84335932135581959 -0.4996418952941894 13.750000000000002 5.4100000858306894 -0.026175950653851029 331.50000000000006 -0.74483367800712574
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 17 -9 -7 11 12 14 16 -11 18 -14 -8 20 23 22 -22 -6 24 25 -20 27 -25 -29 -28
right_child=1 2 -4 4 15 9 7 8 -10 10 -12 -13 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 26 -26 -27 29 28 -30 -31
leaf_value=1.2056504907547712e-05 0.015270097456162885 -0.01508635742143846 -0.0027506902772517143 0.030776276862756774 -0.00029821201401241759 0.012605655829732618 0.028649845452640543 0.014512896529682304 -0.0057475708769440343 -0.00025642197400044942 0.011721830543190722 -0.0099409918506816949 -0.011097958154807037 0.010374837781169585 0.020922443715648522 0.011765853586771034 6.8005923576799508e-05 0.0064941608114994862 -0.0053539200162886907 0.01660701609682292 0.00066022488274885454 -0.010662039706477191 -0.011742963783856118 0.020207667050205852 -0.0096175344199033799 0.0049389480166342654 0.0010354824992411683 -0.0034002912123062053 0.019375919461959885 -0.0019614035046797598
leaf_weight=1320078 21 71 222 22 59 30 22 23 48 39 31 102 88 35 27 34 89 22 139 20 272 74 133 33 183 136 1342 67 21 1877
leaf_count=1320078 21 71 222 22 59 30 22 23 48 39 31 102 88 35 27 34 89 22 139 20 272 74 133 33 183 136 1342 67 21 1877
internal_value=8.30147e-06 -0.000930156 -0.00573988 -0.000647685 -0.00071497 0.00204703 0.0110085 0.00722679 0.000815679 -0.000736911 -0.00171082 -0.00280664 -0.000189003 -0.00286532 0.00840766 -0.00107862 -0.00548343 0.017572 -0.00117888 -0.000771707 -0.00406844 -0.0017613 -0.00822609 -0.000863222 -0.00400111 -0.000263629 -0.000432937 0.00699114 0.00203494 -0.000712003
internal_weight=1.32536e+06 5282 293 4989 4968 578 137 115 71 441 411 380 278 212 66 4390 177 44 4356 3818 538 346 192 3798 458 275 3340 121 88 3219
internal_count=1325360 5282 293 4989 4968 578 137 115 71 441 411 380 278 212 66 4390 177 44 4356 3818 538 346 192 3798 458 275 3340 121 88 3219
is_linear=0
shrinkage=0.05


Tree=271
num_leaves=31
num_cat=0
split_feature=90 34 88 84 83 84 117 88 106 5 70 119 31 77 30 69 43 118 98 12 3 62 62 84 61 102 25 94 88 85
split_gain=1.68605 2.45533 1.84729 1.71661 3.61707 3.13446 3.11409 2.83475 2.81573 2.77509 2.55972 2.33406 2.30571 4.5202 2.72228 2.17281 4.39115 2.76599 3.06299 3.03182 2.78546 2.76361 4.77013 2.73939 2.99977 2.63507 2.92745 2.57301 4.22211 2.54669
threshold=0.77334097027778637 21.349999427795414 -0.99996188282966603 0.83957991003990184 249.4937438964844 0.83378347754478466 0.97988739609718334 -0.077970065176486955 -0.99995437264442433 8.8499999046325701 337.06208801269537 0.93663650751113903 1015.7500000000001 21.07499980926514 1016.6499938964845 324.73486328125006 10.949999809265138 0.78257837891578685 -0.9821026325225829 3.0749999284744267 338.50000000000006 0.27735833823680883 0.3190476149320603 0.85141885280609142 0.24637641757726672 0.58230727910995495 325.50000000000006 -0.015895470045506951 -0.37348848581314081 0.85452118515968334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 9 6 8 15 -4 -5 11 12 -10 14 -14 17 25 19 -19 20 23 -22 -23 24 -6 -17 -27 -28 -29 -20
right_child=1 -3 3 4 7 -7 -8 -9 10 -11 -12 -13 13 -15 -16 16 -18 18 29 -21 21 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=1.1453679175276558e-05 0.013650410591667009 -0.016210985882207752 0.015892526756215376 0.012933896101616405 0.021761954870973051 -0.008583003395202321 -0.016850393805361821 -0.0033274362622345483 0.00037606751511332456 -0.00022379006062385064 0.01153876486381418 -0.010600098085495224 -0.0087542218165289534 0.013336463784798981 -0.0022770041794299488 0.016221324540674688 0.020911174530111667 0.014504135461439464 -0.011487700541357638 -0.010516812103504147 -0.00084904582885604726 0.033881563468215366 0.001648824450305917 -0.00011424288482130888 0.0037903147253125686 -0.011641814180516772 -0.0032005378888047575 0.0026678433631925642 0.028774081139514848 -0.002357414035711707
leaf_weight=1320078 22 26 24 92 28 161 32 654 1068 71 38 69 204 41 792 29 36 22 102 55 31 24 22 998 136 42 79 59 21 304
leaf_count=1320078 22 26 24 92 28 161 32 654 1068 71 38 69 204 41 792 29 36 22 102 55 31 24 22 998 136 42 79 59 21 304
internal_value=7.8864e-06 -0.000883648 -0.000807828 -0.0008686 -2.59722e-05 -0.00184166 -0.00136311 -0.000471946 -0.00114147 0.00720263 -0.00132629 -0.00155116 -0.00125454 -0.0029339 -0.00360366 0.000467436 0.00467323 -0.000182241 -0.00366661 0.000970239 0.00148016 0.0106898 0.0184659 0.000869882 0.00685864 0.00213164 9.88048e-05 0.0032001 0.00952073 -0.00465123
internal_weight=1.32536e+06 5282 5256 5234 2805 2429 2268 2642 2236 163 2212 2174 2105 1037 996 1988 266 1722 428 1294 1239 77 46 1162 164 230 201 159 80 406
internal_count=1325360 5282 5256 5234 2805 2429 2268 2642 2236 163 2212 2174 2105 1037 996 1988 266 1722 428 1294 1239 77 46 1162 164 230 201 159 80 406
is_linear=0
shrinkage=0.05


Tree=272
num_leaves=31
num_cat=0
split_feature=90 33 53 19 98 0 103 94 21 100 15 29 115 11 110 75 66 124 94 82 63 29 63 35 23 15 126 88 31 57
split_gain=1.52166 2.56004 2.95908 1.92493 2.53528 6.20207 5.27113 2.91947 2.92908 2.66522 2.35994 1.95196 3.11061 2.58591 3.09528 3.11752 2.97984 2.89729 2.6721 2.93121 2.26289 2.26103 3.14399 2.51654 2.72671 2.20769 4.2947 2.62139 2.51943 2.33555
threshold=0.77334097027778637 17.94999980926514 0.62500000000000011 6.4600000381469735 -0.8843247890472411 324.50000000000006 0.15519494563341144 0.079950474202632918 4.4949998855590829 -0.80122983455657948 2.1149998903274541 1015.2500000000001 0.1650413200259209 12.750000000000002 0.73426440358161937 0.31351794302463537 0.34499999880790716 0.9536806344985963 0.48728211224079138 315.44148254394537 0.37280318140983587 1014.9500122070314 0.22002577036619189 12.84999990463257 6.5250000953674325 0.97500002384185802 0.83385404944419872 -0.8483191430568694 1010.7500000000001 279.07731628417974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 8 -6 -9 -10 12 21 14 15 -13 -16 -15 19 -17 -14 25 -23 -24 -25 26 28 -27 -5 -30
right_child=1 2 -4 11 7 6 -8 9 10 -11 -12 13 20 17 16 18 -18 -19 -20 -21 -22 22 23 24 -26 27 -28 -29 29 -31
leaf_value=1.0880995633683746e-05 -0.0034860491702122611 -0.014266773008964432 -0.0025400451172629861 0.015398452355293558 0.0059297681625547077 -0.0031755430008550845 0.024967795596798747 0.017013258794322611 -0.013077689261539259 -0.0027756230774940108 0.0020289954147301617 -0.010140180326055123 0.022992260283273128 0.0011363960298529658 0.012343417496110003 0.00033261835083010387 -0.0056599040500713346 0.016804323830690825 -0.007108797142122928 0.013786550209347515 0.0018914294603746386 0.024820625907741489 -0.0041241592016497937 0.0041332214757739032 0.025407367281441114 0.002513289775316215 0.025126627775961943 -0.0017501664987938004 -0.0021867640745539055 0.013023492867747944
leaf_weight=1320078 237 71 222 32 29 28 41 20 187 114 30 79 27 132 24 1122 543 38 117 42 24 20 60 61 20 508 23 1242 159 30
leaf_count=1320078 237 71 222 32 29 28 41 20 187 114 30 79 27 132 24 1122 543 38 117 42 24 20 60 61 20 508 23 1242 159 30
internal_value=7.49208e-06 -0.000839466 -0.00538168 -0.000572706 -0.00303248 0.000354806 0.0135473 -0.00576013 -0.00899469 0.000177941 -0.0109892 -0.00018056 0.000857724 -0.00127281 -0.00179432 -0.00050042 -0.00489786 0.00463864 9.407e-05 0.00081807 0.0130625 0.000568888 0.00626855 0.00363705 0.0093861 0.000108684 0.00456423 -0.000512546 0.00242425 0.000227562
internal_weight=1.32536e+06 5282 293 4989 686 306 69 380 246 134 217 4303 2206 2097 1927 1360 567 170 1281 1164 51 2155 161 141 81 1994 244 1750 221 189
internal_count=1325360 5282 293 4989 686 306 69 380 246 134 217 4303 2206 2097 1927 1360 567 170 1281 1164 51 2155 161 141 81 1994 244 1750 221 189
is_linear=0
shrinkage=0.05


Tree=273
num_leaves=31
num_cat=1
split_feature=90 38 97 118 136 63 59 63 42 9 70 66 59 56 25 96 62 3 84 26 7 60 97 125 34 90 88 85 8 122
split_gain=1.37329 2.15126 1.78516 3.27161 2.18489 2.57546 3.50531 3.41696 3.26384 2.87138 2.36917 2.19288 2.14246 2.90198 2.32353 2.91506 2.10606 2.39919 3.12053 2.21122 1.99158 2.63185 2.62175 2.91514 1.97933 1.92482 1.86421 1.86402 1.85234 2.4436
threshold=0.77334097027778637 19.050000190734867 -0.57495078444480885 0.7933231294155122 0 0.34494365751743322 264.14289855957037 0.27736298739910131 10.650000095367433 2.7500000000000004 267.56492614746099 6.1150000095367441 315.38002014160162 176.7156677246094 331.50000000000006 -0.67372453212738026 0.36032316088676458 342.50000000000006 0.82964244484901439 268.50000000000006 7.2500000000000009 0.32845993340015417 -0.52350753545761097 -0.35019405186176294 12.34999990463257 0.92983645200729381 -0.97863698005676258 0.89106130599975597 10.650000095367433 -0.23343648016452787
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 -4 6 9 8 11 10 -6 -8 14 -14 -2 24 17 18 -7 -18 22 -22 -11 -24 -16 -20 -15 -25 -5 -30
right_child=1 -3 4 28 5 16 7 -9 -10 20 -12 -13 13 26 15 -17 19 -19 25 -21 21 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=1.0336946221600335e-05 -0.0002106089115110967 -0.0051281304875481189 -0.0022024175934105493 -0.0055933841723064441 0.024393984548747541 -0.0094507219793740667 0.023120505186185861 0.0034936059577790855 0.037071438096463682 0.011527605299596434 0.0013058030232787133 0.00099625364611191408 -0.016580264800124696 0.010684125557114992 -0.0091900080665072905 0.025311314864084125 -0.0019169544899621264 -0.013826147079881695 -0.0017419183737216279 0.019621224557472904 0.00033148853491114165 0.01766952687140667 0.010456618643365801 -0.01174829257846189 0.013054819791577757 0.014070051012707778 -0.0045705482496472064 0.0038308945988925792 -0.003282089401357647 0.0083479006011344375
leaf_weight=1320078 3041 272 290 532 25 56 24 57 20 27 20 21 45 24 20 20 26 45 39 22 65 33 24 96 20 38 121 24 174 61
leaf_count=1320078 3041 272 290 532 25 56 24 57 20 27 20 21 45 24 20 20 26 45 39 22 65 33 24 96 20 38 121 24 174 61
internal_value=7.11748e-06 -0.000797493 -0.000562376 -0.00101952 0.00138624 0.00294707 0.00523691 0.0124293 0.0202653 0.00244241 0.0141326 0.0127959 -0.000334144 -0.00548805 -1.83616e-05 0.00972538 -0.00134011 -0.00384657 -0.000470025 0.00795471 0.000486806 0.00616981 -0.00277012 -0.00545094 0.00193241 0.00606139 -0.00204564 -0.00863246 -0.00396029 -0.000263241
internal_weight=1.32536e+06 5282 5010 4058 952 662 436 122 65 314 45 45 3291 190 3101 60 226 178 133 48 269 98 171 144 40 77 145 120 767 235
internal_count=1325360 5282 5010 4058 952 662 436 122 65 314 45 45 3291 190 3101 60 226 178 133 48 269 98 171 144 40 77 145 120 767 235
cat_boundaries=0 1
cat_threshold=448
is_linear=0
shrinkage=0.05


Tree=274
num_leaves=31
num_cat=0
split_feature=52 56 94 52 60 31 88 55 116 78 71 82 116 23 4 9 10 23 32 123 42 33 0 43 11 32 11 126 110 94
split_gain=1.2513 4.96074 5.54966 5.07485 4.33219 5.2984 4.46596 4.41188 3.91764 3.82633 4.05748 3.81276 3.77718 3.64804 3.49046 4.7539 3.37646 4.98676 4.27657 3.5015 3.35675 3.32302 4.0757 6.4174 3.31716 4.46691 3.27954 3.07235 3.06843 3.6646
threshold=2.5949999094009404 203.37102508544925 -0.9580668807029723 0.14500000327825549 0.45595304667949682 1016.2500000000001 0.26280753314495092 2.9450000524520878 0.93663650751113903 23.054999351501468 220.87143707275393 331.40171813964849 -0.77159520983695973 5.1549999713897714 4.3500001430511483 2.9500000476837163 4.9500000476837167 4.9749999046325692 17.250000000000004 0.71322327852249157 18.250000000000004 14.449999809265138 351.50000000000006 11.050000190734865 7.3500001430511483 3.6499999761581425 3.0499999523162846 0.93663650751113903 -0.31071554124355311 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 14 5 8 -6 24 28 10 -1 12 -5 20 -3 26 17 -17 19 27 21 22 -14 -24 -7 -26 -16 -18 -2 -30
right_child=4 3 -4 11 6 7 -8 -9 -10 -11 -12 -13 13 -15 15 16 18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0022985470568590415 -0.0011214769383893521 0.00019239443138307599 6.202631640953683e-06 0.0011540529225643624 1.9217699432092568e-05 -0.002314952700868342 0.0029689720232697332 -0.00047187053974340497 -0.0029543976220027541 -0.0040615614077119788 -0.00029743426072894604 0.0012822054587583857 -0.00019811917050648346 0.00020160552175577771 -0.0026089260308071972 0.0080764826132375643 0.00094732508365991434 0.0016757455355276901 -0.0039552801330087466 0.010058932829155657 0.012953728530049811 -0.0013778696333054993 0.0031227349843666484 0.026413489246007168 0.010992742937439716 -0.00073071443555358358 0.013599388709809946 0.0048542711847959358 0.00031738442187994269 -0.00053688790007527147
leaf_weight=3285 5647 3993 689166 8932 341916 6639 1288 36128 1143 932 11067 7984 11567 112209 40 493 3981 795 365 121 46 7702 285 33 83 3859 142 576 47935 17008
leaf_count=3285 5647 3993 689166 8932 341916 6639 1288 36128 1143 932 11067 7984 11567 112209 40 493 3981 795 365 121 46 7702 285 33 83 3859 142 576 47935 17008
internal_value=6.76077e-06 4.22792e-05 -1.46968e-05 0.000294293 -5.96922e-05 -0.000320423 3.02877e-05 -0.000734851 -5.05684e-05 -0.000957067 -0.000755465 0.000219286 0.000159003 9.15903e-05 0.00135634 0.00206994 0.0018409 0.00412572 0.00125735 0.00166406 -0.000537182 -0.000568866 -4.45957e-05 0.0055397 -0.00163278 -0.000483874 0.0100371 0.00144116 -3.54933e-06 9.3658e-05
internal_weight=1.32536e+06 863714 704450 159264 461646 118442 343204 46709 71733 15284 14352 148758 140774 131842 10506 6513 6331 1288 5043 4678 19633 19587 11885 318 10581 3942 182 4557 70590 64943
internal_count=1325360 863714 704450 159264 461646 118442 343204 46709 71733 15284 14352 148758 140774 131842 10506 6513 6331 1288 5043 4678 19633 19587 11885 318 10581 3942 182 4557 70590 64943
is_linear=0
shrinkage=0.05


Tree=275
num_leaves=31
num_cat=0
split_feature=132 97 17 34 53 60 83 69 7 60 90 26 39 67 59 132 65 61 58 61 89 32 58 108 87 95 26 62 99 63
split_gain=1.11986 2.03211 1.74419 2.51422 3.49711 2.31454 2.06415 2.06046 2.71646 1.92798 1.55592 1.31438 1.30267 1.26315 1.25184 2.07125 1.24745 1.61718 1.23998 1.1889 1.34163 2.42058 1.24534 1.48438 1.79979 2.1357 2.08789 1.17397 1.08644 1.25753
threshold=1016.3500061035157 -0.38503906130790705 11.120000362396242 15.550000190734865 3.8249999284744267 0.43157230317592626 327.28894042968756 327.09605407714849 11.250000000000002 0.29680038988590246 -0.49126566946506495 303.50000000000006 12.150000095367433 2.0149999856948857 239.95288848876956 1018.1499938964845 0.99500000476837169 0.42266841232776647 176.98012542724612 0.21193237602710727 -0.076341800391674028 13.750000000000002 235.59241485595706 0.66052758693695079 0.88536140322685253 -0.14973061531782147 316.50000000000006 0.39243930578231817 -0.95372703671455372 0.41283643245697027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 7 11 10 -9 -4 19 -5 14 -3 15 -12 17 27 -14 -2 22 -22 23 -21 25 -25 -26 -7 -20 -30
right_child=1 13 9 4 -6 16 -8 8 -10 -11 12 -13 18 -15 -16 -17 -18 -19 28 20 21 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=8.7531053113977036e-06 -0.014108593154343822 -0.0021467345021665097 0.0071426330324542778 0.008158033676915059 -0.0063161950766929056 0.019263889508632323 0.021323408355767078 -0.0026840046414041093 0.021442730966955426 -8.3891943073199869e-05 0.01470648165885359 -0.00086866078257072171 -0.014226407633195149 -0.013627446031086551 -0.0063919315343363252 -0.0052661914102457193 -0.00080384296588200332 0.00046265711808610741 0.00064365186275002395 -0.0030156857061055713 -0.002255989990330168 0.017922917603636564 -0.0034377489119199003 -0.0031970508526394364 0.024302886594086887 0.01428171836728738 0.0019814709794114937 0.0034558622733406397 -0.0043240170627470735 -0.012972808897193575
leaf_weight=1308865 21 50 93 119 67 24 22 28 20 12197 25 61 58 46 57 27 3004 111 48 168 42 23 900 85 20 22 22 23 103 71
leaf_count=1308865 21 50 93 119 67 24 22 28 20 12197 25 61 58 46 57 27 3004 111 48 168 42 23 900 85 20 22 22 23 103 71
internal_value=3.43216e-06 -0.000393242 -0.000353356 -0.00112376 0.0035827 -0.00138203 0.006866 -0.00284664 0.0073688 -2.92079e-05 -0.00313644 0.00509899 -0.00591143 -0.00764791 -0.00127399 0.00433606 -0.000576082 0.00375426 -0.00771671 -0.00230799 -0.00211469 0.00488424 -0.00248851 0.000206509 0.00383959 0.000396715 0.0126107 0.011528 -0.00601598 -0.00785312
internal_weight=1.32642e+06 17557 17461 5171 269 4902 202 1740 48 12290 1692 180 389 96 109 52 3162 158 280 1303 1282 65 1217 317 149 107 42 47 222 174
internal_count=1326422 17557 17461 5171 269 4902 202 1740 48 12290 1692 180 389 96 109 52 3162 158 280 1303 1282 65 1217 317 149 107 42 47 222 174
is_linear=0
shrinkage=0.05


Tree=276
num_leaves=31
num_cat=1
split_feature=136 27 94 6 125 79 62 32 3 89 61 35 87 39 68 25 127 109 69 105 55 113 125 3 54 115 91 65 125 104
split_gain=1.03374 3.23901 2.82593 2.50253 2.85061 2.51332 3.1303 2.83891 2.4561 2.36719 5.31237 3.14353 4.21739 3.71811 3.45218 3.64536 3.36837 3.67041 4.51363 4.19018 3.55264 3.42586 3.31637 3.2488 5.55498 4.45441 3.07645 4.7822 4.45655 3.28104
threshold=0 339.50000000000006 -0.93785056471824635 3.0499999523162846 -0.94828754663467396 6.9049999713897714 0.43117459118366247 9.7500000000000018 349.50000000000006 -0.70263656973838795 0.26819320023059851 11.650000095367433 0.88286682963371288 13.250000000000002 312.07310485839849 303.50000000000006 0.68832838535308849 0.70000082254409801 308.77645874023443 -0.77462539076805104 1.5649999976158144 -0.73724925518035878 0.99535831809043895 338.50000000000006 2.1550000905990605 -0.73724925518035878 0.26144091784954077 0.99500000476837169 0.59480014443397533 -0.99813771247863758
decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 4 -4 -6 7 -7 -9 10 11 12 -1 16 15 26 22 18 -18 -20 -19 -21 -13 -17 25 -25 -15 28 29 -28
right_child=1 2 3 -5 5 6 -8 8 -10 -11 -12 13 -14 14 -16 23 17 20 19 21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0021345548729137095 -4.7238295335733338e-05 -0.004496712816516096 -0.005750313753608345 0.001221509057807932 0.00055661406085064124 -0.002827015522052534 -0.00088414624484570387 0.01444041827183672 0.0025453661835786925 -1.0960975431485018e-05 0.00013463678403265644 0.00078913304336944456 0.0044792021607847282 0.00042612062197911333 -0.001541043188169223 0.0030431812604085171 0.0058055957271260679 0.0062447883961673752 0.0045459756412758274 0.039377858003046218 0.0001192910298585445 0.016386817512643894 0.021347808912396432 0.03795365150208059 -0.0047326425884795546 0.011527740869384545 -0.0081486289982091297 -4.4833168982952633e-05 0.033755863864313472 0.013810734312826149
leaf_weight=1210 672962 177 57 2132 152 36 77 221 54 469570 170479 1022 301 3825 1088 1293 316 480 39 26 467 43 20 23 34 52 22 147 22 75
leaf_count=1210 672962 177 57 2132 152 36 77 221 54 469570 170479 1022 301 3825 1088 1293 316 480 39 26 467 43 20 23 34 52 22 147 22 75
internal_value=3.26055e-06 -4.00449e-05 0.00162564 0.00202273 0.00488403 0.00600655 0.00814157 0.0103762 0.0121047 4.8251e-05 0.000201881 0.00129315 -0.000817056 0.00164767 0.00103208 0.00154174 0.00332655 0.00495516 0.00882151 0.0176458 0.00322408 0.0250501 0.00118373 0.00374201 0.0120318 0.0196317 0.000787701 0.00598712 0.0134384 0.00883026
internal_weight=1.32642e+06 675868 2906 2729 597 540 388 311 275 650554 180984 10505 1511 8994 6581 5493 2413 1371 424 108 947 69 1042 1402 109 75 4091 266 119 97
internal_count=1326422 675868 2906 2729 597 540 388 311 275 650554 180984 10505 1511 8994 6581 5493 2413 1371 424 108 947 69 1042 1402 109 75 4091 266 119 97
cat_boundaries=0 1
cat_threshold=2366
is_linear=0
shrinkage=0.05


Tree=277
num_leaves=31
num_cat=1
split_feature=122 94 136 33 6 111 72 94 12 31 16 112 56 30 13 60 68 76 107 57 14 12 57 62 62 113 108 39 75 83
split_gain=1.03088 5.24729 4.14258 4.55072 5.24256 3.71268 3.73094 3.42969 4.16959 4.61924 4.85491 4.30372 3.33117 3.25738 3.3377 3.17521 3.047 2.94188 2.6447 2.64436 2.61769 3.08493 2.56851 2.55543 2.50759 3.31362 2.62201 2.48704 3.65662 3.6303
threshold=-0.59480014443397511 -0.37981112301349634 0 13.949999809265138 1.7500000000000002 0.48146477341651922 0.83958911895751964 -0.81617054343223561 2.935000061988831 1014.3500061035157 11.120000362396242 -0.64942333102226246 163.26004791259768 1012.6499938964845 0.56499999761581432 0.33714807033538824 333.21614074707037 1.6050000190734866 0.33021132647991186 335.12255859375006 1.294999957084656 2.495000004768372 172.108268737793 0.31682591140270239 0.24631701409816745 -0.96811076998710621 0.9115588665008546 12.150000095367433 0.40358756482601171 319.46264648437506
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 15 12 8 9 13 16 -12 -7 14 -2 19 -11 18 -6 -1 22 -22 23 -4 26 -26 -15 28 29 -16
right_child=7 -3 20 4 17 6 -8 -9 -10 10 11 -13 -14 24 27 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0022771909356952844 -0.013924894419809184 -2.0881475858699232e-05 -0.0070314934237103444 -0.00055845544380870747 4.4327535935764156e-05 0.0033786164724751832 -0.0010750332006413516 1.6395955026382854e-06 -0.0029962489045703348 -0.00014325160137483475 -0.0026857820894021275 -0.00084349787437041886 0.00071280765381575759 -0.0028264773918226338 0.010827353782105175 -8.0125359652362467e-05 -0.0046477371113038384 0.0015032825311700826 0.017041355347179848 0.011561952100268433 0.00043534437446657965 -0.0014823847709519145 -0.00033672984218819724 -0.0014735977073486164 -0.0017765751822190511 0.00090238533683416897 0.010309657553443687 -0.0005005701028967111 0.0005602057255663927 -0.0051941300808296849
leaf_weight=2505 45 436946 272 4475 4618 1283 2707 702613 1455 21810 4457 10979 13529 755 165 8817 382 24103 23 35 26811 2275 14678 863 1245 15840 40 19769 2882 45
leaf_count=2505 45 436946 272 4475 4618 1283 2707 702613 1455 21810 4457 10979 13529 755 165 8817 382 24103 23 35 26811 2275 14678 863 1245 15840 40 19769 2882 45
internal_value=3.09752e-06 5.59657e-05 0.000369797 0.000634301 0.00103348 0.000175304 0.000631784 -3.36536e-05 -0.00034413 -0.000294919 -0.000694458 -0.00137544 0.000943717 7.36832e-05 -0.000321099 -0.000528851 -0.000220789 0.00128132 0.000128562 -0.00208649 3.84758e-06 0.000285347 -0.000513932 -0.00280553 0.000579438 0.000707167 -0.00216554 -0.000294321 0.00102435 0.00739418
internal_weight=1.32642e+06 543940 106994 62095 33219 28876 17519 782482 79869 78414 37628 15436 14812 40786 22906 11357 22192 28744 4641 2540 44899 29086 15813 1135 17880 17085 795 22861 3092 210
internal_count=1326422 543940 106994 62095 33219 28876 17519 782482 79869 78414 37628 15436 14812 40786 22906 11357 22192 28744 4641 2540 44899 29086 15813 1135 17880 17085 795 22861 3092 210
cat_boundaries=0 1
cat_threshold=2599
is_linear=0
shrinkage=0.05


Tree=278
num_leaves=31
num_cat=0
split_feature=23 76 116 6 66 75 53 63 84 73 111 59 97 64 56 87 127 54 69 32 127 54 71 24 38 91 104 115 112 86
split_gain=1.0319 3.73088 3.33522 3.66738 3.58905 3.28062 2.68536 2.62114 2.5959 2.44704 2.34101 2.20618 2.18326 2.02811 1.94934 1.93694 2.22458 1.87431 1.84165 1.80157 2.964 2.88021 2.1164 2.07032 2.04766 1.89254 2.12439 2.4227 1.78308 1.76938
threshold=5.0050001144409189 20.664999961853031 0.94828754663467418 8.1500000953674334 5.3150000572204599 0.6433376967906953 0.34499999880790716 0.42931817471981054 0.87616965174674999 0.6098373830318452 0.89303714036941539 290.28900146484381 0.097485858947038664 1.3149999976158144 240.7226486206055 0.7297118902206422 -0.82409480214118946 0.10500000044703485 324.73486328125006 12.650000095367433 0.90992662310600292 1.2150000333786013 306.21510314941412 315.50000000000006 12.449999809265138 -0.9861239194869994 -0.52661165595054615 -0.99809679388999928 -0.095842104405164705 0.90998753905296337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 18 8 12 28 -7 17 -9 14 -10 -1 -12 -8 -14 -17 -3 -4 23 22 -22 25 24 -18 -21 27 -27 -5 -13
right_child=-2 2 3 6 -6 7 10 9 11 -11 13 29 15 -15 -16 16 19 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.0914260794584545e-05 1.4918953804336512e-05 -0.0092330542068148769 0.027534940525550736 0.02075347903495034 0.0022794716247661446 -0.0025126001578319717 -0.0065920272842049602 -0.0028382350605643349 -0.0021585772759349139 0.00065531873161927862 -0.016893457222936881 0.0047303331541665699 -0.0041645324001861319 -0.00062979676273776364 0.013429761247243733 0.016820078307101805 0.011758269809186459 -0.003627439294294741 0.0065710673388093711 -0.012464471054928643 0.02995896372234538 0.0037718599218697774 0.017138766336254777 -0.016267439109894137 -0.0082830950425257198 0.014660092262971786 0.010931488552360216 1.0623263168825014e-05 0.0020228350190100849 -0.0058870893437415368
leaf_weight=81587 1235320 172 22 24 417 2430 20 673 1557 1964 36 215 88 41 31 31 25 1121 20 21 21 21 25 24 26 31 69 315 27 48
leaf_count=81587 1235320 172 22 24 417 2430 20 673 1557 1964 36 215 88 41 31 31 25 1121 20 21 21 21 25 24 26 31 69 315 27 48
internal_value=2.94264e-06 -0.000159453 -0.00170354 0.00425514 -0.00207659 -9.31473e-05 0.00113517 -0.00132795 -0.00266011 -0.000236286 -0.0027305 -0.00144311 -1.71091e-05 -0.00823359 0.00557808 0.00276939 0.00377134 -0.00437312 0.0175521 0.00307149 0.00414939 0.0168654 0.00299088 -0.00415763 0.0015411 0.00217965 0.00292068 0.00132315 0.0108373 0.00279255
internal_weight=1.32642e+06 91102 3751 221 3530 87351 179 5067 3113 2637 128 1820 82284 77 51 697 609 1293 42 578 503 42 461 75 51 436 415 346 51 263
internal_count=1326422 91102 3751 221 3530 87351 179 5067 3113 2637 128 1820 82284 77 51 697 609 1293 42 578 503 42 461 75 51 436 415 346 51 263
is_linear=0
shrinkage=0.05


Tree=279
num_leaves=31
num_cat=0
split_feature=132 95 33 66 58 10 21 92 97 66 60 59 61 135 132 36 57 83 115 20 39 114 16 69 60 14 71 68 56 23
split_gain=1.00037 1.93933 2.28944 1.56691 1.86247 1.51877 1.4757 1.26494 1.22882 1.16908 1.9212 1.72611 1.13323 1.09819 2.20185 2.05721 1.86124 1.74956 1.04079 1.03727 0.996891 2.25915 1.66443 1.2021 1.11175 1.42415 1.04629 1.22517 1.00938 0.978075
threshold=1016.3500061035157 -0.81857630610465992 15.949999809265138 0.97500002384185802 173.49660491943362 8.2500000000000018 5.4349999427795419 0.99510875344276439 -0.38503906130790705 1.0149999856948855 0.32425150275230413 257.40254211425787 0.35668376088142401 1020.7500000000001 1019.3500061035157 15.650000095367433 199.14876556396487 335.07238769531256 -0.8703225553035735 5.8450000286102304 14.84999990463257 -0.99535831809043873 7.4149999618530282 272.14949035644537 0.31747344136238104 2.9150000810623173 310.78082275390631 311.19841003417974 247.612663269043 5.0050001144409189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 3 -2 5 -5 9 20 13 10 11 -3 -11 14 17 -15 -16 18 -6 -10 24 23 28 -22 25 26 -8 -28 -23 -1
right_child=1 6 -4 4 8 -7 7 -9 19 12 -12 -13 -14 15 16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.000150632803228686 0.002091188475667955 0.017860922031104565 0.0045114783203549016 -0.0023683365447795951 -0.0048839954267491199 -0.01881614885533054 -0.0076730141003446828 0.0067971480954716465 -0.017568155696305137 -0.0062087017240171584 -0.0014330568768229092 -0.0008544943549416283 -0.0018079919547203294 -0.0037117924422443828 -0.016004252001801705 0.011467117849146813 -0.0047104971428975411 -0.016049076865116755 -0.00091773492898006976 -0.0037226065505115737 0.018799743747625216 0.018542358728591352 0.00043911777368535969 0.0042213094762466371 -0.00016929456947736363 0.007729262152221055 0.010249727880582213 -0.0038521045471416483 0.0036015262392958486 1.9614337043630559e-05
leaf_weight=90640 188 28 134 25 194 32 132 67 24 211 183 22 477 49 47 41 163 21 1122 31 26 20 1472 31 12679 25 20 67 26 1218225
leaf_count=90640 188 28 134 25 194 32 132 67 24 211 183 22 477 49 47 41 163 21 1122 31 26 20 1472 31 12679 25 20 67 26 1218225
internal_value=2.79551e-06 -0.000372119 -0.0018091 -0.00224635 -0.00271259 -0.0116022 -0.000179946 -5.72096e-05 -0.00241312 -0.00212095 0.000940161 0.00962614 -0.00315763 -0.00216613 -0.0024785 0.00320304 -0.00723815 -0.00173091 -0.00150243 -0.0097643 -8.88858e-05 0.00109874 0.000731797 0.0108711 -0.000233629 -0.00357665 -0.00486728 -0.000610304 0.0100975 7.82458e-06
internal_weight=1.32642e+06 17557 2071 1937 1749 57 15486 14565 1692 921 233 50 688 1637 1547 90 210 1337 1316 55 14498 1575 1518 57 12923 244 219 87 46 1.30886e+06
internal_count=1326422 17557 2071 1937 1749 57 15486 14565 1692 921 233 50 688 1637 1547 90 210 1337 1316 55 14498 1575 1518 57 12923 244 219 87 46 1308865
is_linear=0
shrinkage=0.05


Tree=280
num_leaves=31
num_cat=0
split_feature=90 120 121 97 106 18 61 95 104 80 125 16 125 65 86 86 126 61 87 27 105 106 13 4 72 57 3 57 94 120
split_gain=1.2345 3.58514 4.45538 3.38399 3.51687 3.8486 4.08574 5.19231 4.23459 3.16219 2.99437 2.77282 5.49319 2.79303 2.77273 7.67656 5.78983 4.28107 3.9565 3.3862 3.92699 3.41048 3.31727 3.1803 2.89876 2.86995 2.80821 2.64104 2.60073 2.78854
threshold=0.53193446993827831 -0.38266885280609125 -0.63605400919914235 -0.59453466534614552 -0.68034708499908436 4.8800001144409189 0.21193237602710727 0.37982711195945745 -0.85523769259452809 333.46130371093756 -0.81408452987670887 9.5450000762939471 -0.25037047266960138 5.0650000572204599 0.86133718490600597 0.86418291926383983 0.99140709638595592 0.40236863493919378 0.91113287210464489 333.50000000000006 -0.17365971207618711 -0.42001883685588831 1.6349999904632571 8.2500000000000018 0.8625587821006776 257.43913269042974 345.50000000000006 240.61485290527347 0.24824766069650653 -0.66259482502937306
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 -3 7 8 -7 28 -8 12 13 -12 22 -16 18 -18 19 -17 21 -21 23 25 -24 27 -23 -5 29 -2
right_child=1 3 -4 14 -6 6 10 -9 -10 -11 11 -13 -14 -15 15 16 17 -19 -20 20 -22 26 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.4300490551985739e-06 -0.00049335575022814351 0.022874726764857772 -0.0029913108809509633 0.0025691784826052571 -0.0022624258260818867 0.0031687958498618435 -0.0042604419591722063 -0.0079326297129903526 0.022836024494421098 0.011329048398045541 0.0086117566906085078 -0.0014635949460704049 0.0011864210621016884 0.026558663353272196 0.028936214561602381 0.002134959563359763 -0.01053009873870364 0.010896650651439785 0.026948135384979352 0.0037611860104582529 -7.6117429715530903e-05 0.041247905533583394 -0.0055183177764247301 0.017178628281812724 0.012738908586713175 -0.0087994671233420103 0.016869014363597942 0.020449632499367001 -0.003204494203758141 0.0036845748829994517
leaf_weight=1316229 1868 20 2458 337 1373 49 315 35 62 59 110 599 689 27 33 206 94 31 24 22 37 21 231 38 24 53 27 22 634 508
leaf_count=1316229 1868 20 2458 337 1373 49 315 35 62 59 110 599 689 27 33 206 94 31 24 22 37 21 231 38 24 53 27 22 634 508
internal_value=2.24043e-07 -0.000553051 -0.00140505 0.000498298 -0.000333109 0.00105669 0.000825319 0.00885933 0.0141541 -0.000134591 0.0001512 0.00112641 0.00300463 0.0121487 0.00277012 0.00563842 0.00397429 -0.00521626 0.00738325 0.00588307 0.0130991 0.0200631 0.000756204 0.00333805 -0.00379999 0.00206149 0.0275348 0.00366492 -0.000359294 0.000399906
internal_weight=1.32624e+06 10006 5527 4479 3279 1906 1886 146 111 3069 1740 1425 826 137 1200 495 462 125 337 313 107 70 705 450 255 412 48 359 3010 2376
internal_count=1326235 10006 5527 4479 3279 1906 1886 146 111 3069 1740 1425 826 137 1200 495 462 125 337 313 107 70 705 450 255 412 48 359 3010 2376
is_linear=0
shrinkage=0.05


Tree=281
num_leaves=31
num_cat=0
split_feature=92 60 7 27 25 73 67 119 1 110 58 59 91 84 38 21 29 32 7 71 95 104 4 82 83 85 86 104 17 7
split_gain=1.21673 6.54792 2.89225 2.97745 3.70705 3.43397 4.03235 2.86355 2.75929 2.76865 3.27694 3.35757 3.20458 3.0052 2.73809 4.07628 3.055 2.90329 4.73408 2.64434 3.07675 2.7584 2.63017 3.14814 3.92525 3.37867 3.04888 2.79519 2.78426 3.69285
threshold=-0.93829649686813343 0.46045988798141485 12.949999809265138 340.50000000000006 311.50000000000006 0.34281025826931005 0.55500000715255748 -0.19936034083366391 359.50000000000006 0.67160940170288097 194.31348419189456 281.03663635253912 -0.99956700205802906 0.83037272095680248 13.150000095367433 5.9549999237060556 1016.5499877929689 11.550000190734865 9.9499998092651385 314.13407897949224 0.8709983527660371 -0.7012348175048827 5.0499999523162851 178.06459045410159 307.12278747558599 0.87213301658630382 0.85498067736625682 0.73972323536872875 4.8800001144409189 2.0499999523162846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 22 6 -5 -3 9 19 12 -12 -11 -13 15 -15 -16 18 -17 -6 21 -21 28 24 25 26 27 -24 29 -1
right_child=-2 7 -4 5 8 -7 -8 -9 -10 10 11 13 -14 14 16 17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011307700574398042 1.2618709674769039e-05 -0.00014648703195468881 -0.0044305613458739878 0.023663487827236002 0.0005339074374364289 -0.0058980918542335991 -0.0018724740953005563 0.00074914008603807654 0.018783714333549143 0.01719878199139864 -0.00021487029632491993 -0.0039128049982957974 -0.0019617410859596521 -0.0048901832353543777 0.009177252452124177 0.0050212101032634064 -0.0047154424712061889 0.0015037547522469572 0.035361205860972404 0.0040292192465679983 0.017935823750283037 -0.0031327387512161149 0.0057507802867008458 -0.0014819362844981044 -0.0070892978077804454 -0.0042517671322760487 0.018464469536104137 -0.013520275508053601 -0.00036586983657643888 -0.012352822387703705
leaf_weight=20 1242837 16914 480 22 4392 453 52 18894 20 22 4155 121 2699 146 328 36 45 95 20 815 35 161 318 12585 93 96 45 20 20222 94
leaf_count=20 1242837 16914 480 22 4392 453 52 18894 20 22 4155 121 2699 146 328 36 45 95 20 815 35 161 318 12585 93 96 45 20 20222 94
internal_value=2.1284e-07 -0.000184665 -0.00056897 -0.000529625 -0.000487346 -0.00426681 0.0057193 0.000326088 0.000226128 0.000197731 -0.000413171 0.000353535 -0.00180682 0.00333928 0.00464899 0.00106693 0.00750119 0.00682678 0.0158569 0.00106462 0.00337013 0.00284779 -0.000766191 -0.00131705 0.00231079 0.00413585 0.00623823 0.00461048 -0.000409797 -0.00820185
internal_weight=1.32624e+06 83398 47590 47110 46583 527 74 35808 13090 13070 7667 4946 2721 791 670 297 373 151 56 5403 1011 976 33493 13157 572 479 383 338 20336 114
internal_count=1326235 83398 47590 47110 46583 527 74 35808 13090 13070 7667 4946 2721 791 670 297 373 151 56 5403 1011 976 33493 13157 572 479 383 338 20336 114
is_linear=0
shrinkage=0.05


Tree=282
num_leaves=31
num_cat=0
split_feature=92 60 93 56 20 12 27 26 19 10 117 7 83 89 72 58 63 83 52 75 55 125 124 59 21 54 6 110 17 123
split_gain=1.0981 5.90949 2.74681 3.1283 2.72052 3.41688 3.28625 3.1575 3.03954 3.29789 2.95729 2.93402 2.85528 3.11277 2.8493 4.45018 3.85285 4.16796 4.63466 4.5948 3.61585 3.47858 3.13604 2.81166 2.83674 2.70202 2.53358 2.49458 2.45583 2.39616
threshold=-0.93829649686813343 0.46045988798141485 -0.94481244683265675 171.35952758789065 5.8450000286102304 2.5949999094009404 341.50000000000006 307.50000000000006 7.4149999618530282 14.550000190734865 0.98897820711135875 12.750000000000002 311.72142028808599 -0.64228546619415272 0.3345715999603272 198.95173645019534 0.34494365751743322 330.46519470214849 1.1250000000000002 0.29992958903312689 2.185000061988831 -0.095842104405164705 -0.21643137186765668 215.42742156982425 5.1050000190734872 4.2950000762939462 12.050000190734865 -0.82222834229469288 8.7100000381469744 -0.33379416167736048
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 26 28 5 10 7 -6 9 12 14 -10 13 -9 15 20 17 19 -19 21 23 -17 -22 24 -1 -21 29 -18 -4 -3
right_child=-2 2 3 -5 6 -7 -8 8 11 -11 -12 -13 -14 -15 -16 16 27 18 -20 25 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020334158738153619 1.1987774728438575e-05 -0.00045318998206840398 0.0083983566219564456 0.00068810953036141668 -0.0005885792966657177 -0.0076430716513035193 -0.0054663374309482128 0.0073878955706938093 0.00086338586501187662 0.010710589964180551 -0.010781678924410556 -0.0066988052660599349 -0.0050012318292274585 -0.0027803625219051343 -0.0011404179808325169 0.013181205171470842 0.015101474728435278 0.036115337535738944 0.0032761755798544202 0.0073781351229331776 0.015963813242103372 -0.0064314330070406843 0.00041837841681380934 -0.0084079746719923059 -0.006961524429263794 -0.0045985862218703216 -0.010552234933793285 -0.0010244690211677959 0.0022028270491301558 0.00058445567151016843
leaf_weight=224 1242837 12669 221 12362 17736 192 297 117 9611 47 76 130 574 211 16134 27 25 22 21 499 35 139 444 244 144 52 57 589 579 9920
leaf_count=224 1242837 12669 221 12362 17736 192 297 117 9611 47 76 130 574 211 16134 27 25 22 21 499 35 139 444 244 144 52 57 589 579 9920
internal_value=2.02199e-07 -0.000175432 0.000309784 0.000884203 -0.000540522 -0.00100697 -0.000234132 -0.000179465 0.000499305 -0.00220188 -0.000938741 0.000762463 -0.0028747 0.00084673 -0.00089852 0.000684755 0.00257784 0.00495766 0.0200776 0.00405089 -0.00169938 -0.00324143 0.00155427 -0.00424595 -0.00148634 0.00624785 -2.40723e-05 -0.000367875 0.00391434 2.49397e-06
internal_weight=1.32624e+06 83398 35808 13162 47590 18867 28723 28426 10690 949 18675 9741 902 328 18599 2465 1374 760 43 717 1091 166 479 612 368 551 22646 614 800 22589
internal_count=1326235 83398 35808 13162 47590 18867 28723 28426 10690 949 18675 9741 902 328 18599 2465 1374 760 43 717 1091 166 479 612 368 551 22646 614 800 22589
is_linear=0
shrinkage=0.05


Tree=283
num_leaves=31
num_cat=0
split_feature=31 94 60 76 70 120 63 56 126 97 107 33 53 7 53 4 71 125 20 52 74 91 69 123 91 22 38 69 36 63
split_gain=1.05451 2.62258 2.15869 3.32102 3.64354 2.44493 2.44437 2.44243 2.87241 3.47516 2.68964 4.48566 3.16915 2.27578 2.1956 2.94021 1.86062 2.55307 2.01615 2.17771 4.15777 4.6318 3.73265 4.30432 1.98324 1.8688 1.74217 1.65585 2.806 1.74823
threshold=1021.6499938964845 0.22483151406049731 0.39890909194946295 11.484999656677248 324.53562927246099 -0.026175950653851029 0.27135023474693304 225.18972015380862 0.95878320932388317 -0.92639803886413563 -0.77796566486358631 9.6500000953674334 1.6150000095367434 5.7500000000000009 1.8949999809265139 10.650000095367433 315.54042053222662 0.99687939882278453 4.5650000572204599 1.0950000286102297 0.58524248003959667 -0.5515264868736266 255.7621765136719 -0.33379416167736048 -0.93638679385185231 4.6949999332427987 19.150000572204593 281.04910278320318 9.4499998092651385 0.25840437412261968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 16 7 6 -6 8 10 -10 11 12 -5 -11 -12 -16 18 -18 19 20 21 22 24 -24 -2 -23 -4 28 -9 -30
right_child=1 -3 26 4 5 -7 -8 27 9 13 14 -13 -14 -15 15 -17 17 -19 -20 -21 -22 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.6768111503304063e-05 0.014819340549764179 -1.20248830667513e-05 -0.00028950482742866817 0.0084976457973133853 0.030293352742280278 -0.00071067921967516031 0.0088283913119489126 0.019324261991476473 0.027378850053840626 0.01958560490049422 -0.008629306582015682 0.00038749725040462287 0.031449079761902497 -0.00037086881021969022 -0.0025963538543959767 0.019212402114644648 -0.0056988272020438071 0.0093753028474748146 -0.0016977189729657949 -0.0040989381316704774 -0.0055434203782105743 -0.014104986482340357 0.0090120055737930374 0.032970538235416534 -0.0056680572796957915 0.0044612810019206139 0.013786514490758154 -0.0020371920052385385 0.0151245271647349 -0.00016807496263808981
leaf_weight=1165177 21 125342 27051 53 21 31 36 22 24 20 94 180 21 50 68 20 441 30 5912 98 71 23 37 38 27 33 22 967 20 285
leaf_count=1165177 21 125342 27051 53 21 31 36 22 24 20 94 180 21 50 68 20 441 30 5912 98 71 23 37 38 27 33 22 967 20 285
internal_value=1.92088e-07 -0.000119727 -0.0004977 -0.00118567 0.000653278 0.0105904 0.0167365 0.000173857 0.00303275 0.0109602 0.00132362 0.00464786 0.0150109 0.00533098 -0.00331571 0.00236018 -0.00170804 -0.00473869 -0.00148001 0.00221845 0.00469487 0.00875587 0.0141829 0.021151 0.00329518 -0.00316415 -0.000278066 -0.000997096 0.00207866 0.000834719
internal_weight=1.32624e+06 161058 35716 8643 1912 88 57 1824 530 94 436 254 74 70 182 88 6731 471 6260 348 250 179 123 75 48 56 27073 1294 327 305
internal_count=1326235 161058 35716 8643 1912 88 57 1824 530 94 436 254 74 70 182 88 6731 471 6260 348 250 179 123 75 48 56 27073 1294 327 305
is_linear=0
shrinkage=0.05


Tree=284
num_leaves=31
num_cat=2
split_feature=136 56 52 124 38 6 94 20 104 0 25 39 127 4 52 32 136 52 121 121 104 118 3 73 28 73 4 127 96 87
split_gain=1.17256 3.54539 4.73293 4.08146 3.99732 3.94856 3.9055 4.59651 3.4653 5.02791 4.19907 3.35374 3.89348 3.60815 3.43912 3.48352 4.73234 3.58822 3.53927 3.53377 6.54852 7.9978 3.43621 5.17786 4.29142 3.316 3.26465 3.25624 3.3546 3.11152
threshold=0 205.49005126953128 0.064999999478459372 0.50751903653144848 19.650000572204593 4.2500000000000009 -0.92999947071075428 5.9249999523162851 -0.8019147217273711 210.50000000000003 278.50000000000006 19.050000190734867 0.36648726463317877 3.5499999523162846 0.58499997854232799 12.550000190734865 1 0.82499998807907116 0.04361772537231446 -0.23343648016452787 -0.53477323055267323 0.74892720580101024 320.50000000000006 0.70514321327209484 1014.2500000000001 0.49061872065067297 4.3500001430511483 -0.18222858756780622 -0.99387097358703602 0.81555584073066723
decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 5 -4 11 8 7 -2 9 -3 26 13 -13 -5 29 -16 17 18 19 22 21 -21 23 -17 -25 -24 27 -11 -29 -15
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 -12 12 -14 14 15 16 -18 -19 -20 20 -22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=-4.2753702310057341e-05 -0.001872196003280778 -0.0018124544952773495 -4.1033788987041384e-06 -0.00011474105632143974 0.0032397776035071046 0.00077563408600821605 2.3881758962455274e-06 -0.00019021819061311294 0.023283585395825947 -0.0010244709007175906 -0.00061416616143714726 0.00081891587507172117 -0.0054155458101577585 0.00509316858685082 0.00017153206475187407 0.0031962670067635676 -0.0002360661656406115 0.0012551003030340168 -0.0057359314348118806 0.010470082597540958 0.0062981971231681755 0.051289295759939013 0.0085354094131206964 0.039017636397772511 0.0073492668860126288 -0.0047461965764544426 0.010071827386415846 0.0013579750500686534 0.01319291364659036 0.0014224404781124651
leaf_weight=723114 6048 318 109340 19966 1281 2671 393552 12369 23 189 233 478 526 728 26897 90 5986 18484 65 28 121 21 71 23 20 139 424 111 130 2789
leaf_count=723114 6048 318 109340 19966 1281 2671 393552 12369 23 189 233 478 526 728 26897 90 5986 18484 65 28 121 21 71 23 20 139 424 111 130 2789
internal_value=1.82484e-07 5.16608e-05 0.00022963 0.0001928 0.000469837 0.00191033 -3.09149e-05 -0.000742567 0.00403271 0.00371757 0.00533537 0.000423413 -0.00244735 0.000461625 0.000669113 0.000566664 0.000990963 0.00137569 0.00525576 0.00664847 0.0125431 0.027964 0.00372696 0.0100155 0.0242882 -0.000255749 0.0069586 0.00388881 0.00774197 0.00218226
internal_weight=1.32624e+06 603121 191152 187053 77713 4099 411969 18417 1428 1405 1087 76432 1004 75428 55462 51945 25048 19062 578 513 170 49 343 133 43 210 854 430 241 3517
internal_count=1326235 603121 191152 187053 77713 4099 411969 18417 1428 1405 1087 76432 1004 75428 55462 51945 25048 19062 578 513 170 49 343 133 43 210 854 430 241 3517
cat_boundaries=0 1 2
cat_threshold=5827 272
is_linear=0
shrinkage=0.05


Tree=285
num_leaves=31
num_cat=1
split_feature=93 16 116 91 73 12 55 97 2 57 16 58 63 92 53 4 136 8 6 42 58 66 67 73 110 79 65 86 24 25
split_gain=1.22078 4.86119 7.43973 7.78342 4.55873 4.11468 4.31721 4.59192 3.8108 3.34245 3.25087 3.20683 3.15854 3.88491 3.02017 4.25229 3.86106 5.32015 4.69527 4.09475 4.73089 4.34315 4.095 4.1257 3.91288 3.88494 3.75523 3.70204 3.59964 3.56942
threshold=-0.14807398617267606 12.50999975204468 -0.14780378341674802 -0.6909857690334319 0.40321987867355352 2.2849999666213994 8.4250001907348651 -0.26779301464557642 150.50000000000003 222.73175048828128 14.039999961853029 166.6421813964844 0.4414710551500321 -0.99973067641258229 0.10500000044703485 5.4500000476837167 0 8.3499999046325701 1.5500000119209292 12.34999990463257 219.6862716674805 1.0149999856948855 3.8149999380111699 0.50683438777923595 0.4894587248563767 11.885000228881838 7.0750000476837167 0.84524449706077587 264.50000000000006 328.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 9 12 6 14 -8 -3 -4 -10 -12 13 -1 15 29 17 18 -16 26 21 -21 23 -22 -19 -20 -18 -27 -17 -6
right_child=-2 2 3 -5 5 -7 7 -9 10 -11 11 -13 -14 -15 16 28 19 24 25 20 22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0054396761694026812 -1.4446787197035574e-05 -0.0005727017881144357 -0.0026350994020325012 -0.0028338351046372028 0.00010199759574412178 -0.00037253604765139989 0.0013968713007798102 -0.005045649482940142 -0.0003150326853099232 -0.00016470558374222672 0.0023568920637467537 0.00037895039556701211 -0.00056829260162312727 0.0014285749766897028 -0.00020325735550520319 -0.00036662631151596347 -0.00040206099998774889 -0.0014446455226936395 0.00059095189280055423 0.019869603061427675 0.0040093906305468923 -0.0023123498578610266 0.0029266555674698656 0.021315647659544974 0.00016107343756614824 0.00017737340351995078 0.00042015315701380792 0.0021828052913753725 0.0053863752224886079 0.016417357474839425
leaf_weight=209 1024449 20339 1565 4847 2390 29876 10588 284 18582 10945 2175 35435 2609 13822 13733 374 46484 5780 36465 24 57 274 165 87 11042 3156 19803 8497 996 34
leaf_count=209 1024449 20339 1565 4847 2390 29876 10588 284 18582 10945 2175 35435 2609 13822 13733 374 46484 5780 36465 24 57 274 165 87 11042 3156 19803 8497 996 34
internal_value=1.15513e-05 0.000100142 -0.000198215 -0.00113281 0.000235631 0.000166169 0.000266613 0.00122858 1.3749e-05 -0.000473752 0.000226018 0.000493335 0.00102922 0.00132627 0.000196591 0.00158927 0.000160293 0.000397714 0.000612194 -0.000118975 0.003969 -0.000525884 0.00830387 0.0144653 -0.000390648 0.000844926 -0.000156428 0.00163967 0.00381585 0.000330843
internal_weight=1.32509e+06 300637 93888 17357 206749 190109 160233 10872 76531 12510 56192 37610 16640 14031 149361 3794 145567 78673 61851 66894 607 298 309 144 16822 48118 66287 11653 1370 2424
internal_count=1325086 300637 93888 17357 206749 190109 160233 10872 76531 12510 56192 37610 16640 14031 149361 3794 145567 78673 61851 66894 607 298 309 144 16822 48118 66287 11653 1370 2424
cat_boundaries=0 1
cat_threshold=359
is_linear=0
shrinkage=0.05


Tree=286
num_leaves=31
num_cat=1
split_feature=93 16 24 72 120 4 89 54 110 101 10 112 65 5 89 12 118 136 28 126 120 53 65 24 32 72 16 64 95 78
split_gain=1.10175 4.38722 6.74556 6.22571 5.94219 6.20604 5.54255 5.04357 4.0896 3.87101 4.52321 3.7544 3.62486 3.5727 3.51731 3.75406 3.20014 3.14915 4.08606 3.85858 3.67606 3.8064 6.87429 3.49325 4.55852 3.63602 3.47216 3.964 3.32128 3.26978
threshold=-0.14807398617267606 12.50999975204468 218.50000000000003 0.68361505866050731 0.70088258385658275 4.1499998569488534 -0.55784058570861805 4.555000066757203 0.14017897844314578 -0.13941905647516248 5.2500000000000009 -0.43049471080303187 0.79500001668930065 10.550000190734865 -0.8772357404232024 2.245000004768372 -0.66259482502937306 0 1021.2500000000001 0.89490029215812694 -0.41467745602130884 0.064999999478459372 2.1950000524520878 258.50000000000006 14.050000190734865 0.48734726011753088 7.4149999618530282 1.5549999475479128 -0.21307474374771115 12.894999980926515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 17 -6 -4 14 9 10 -7 -9 -8 -11 -5 -16 -14 18 19 23 21 22 -19 24 25 -1 27 -25 -24 -28
right_child=-2 2 6 7 5 8 12 11 -10 13 -12 -13 16 -15 15 -17 -18 20 -20 -21 -22 -23 28 26 -26 -27 29 -29 -30 -31
leaf_value=0.0034554018412530059 -1.3724448224372582e-05 0.00018077805218630889 -0.00035429242631431504 0.00031741064027053295 0.0010444096605249733 0.0092504089175441603 0.00052740943911338384 0.00062016349675183657 0.00026053859801761003 0.0084725637714671131 0.0012337660637071909 -0.0022564011121529487 -0.0012461548622060348 0.027195968920433963 -0.00026273690086775682 -0.0013009802743227485 -0.0032697529326752676 0.0015036177812374648 -0.0019181879627673188 -0.0006999179853067523 0.00066640388077122167 -0.00044113429829797512 0.030326355025172239 0.001165596470653323 -0.0024137678313914642 -0.00059977323415380892 0.0010103710092797514 -0.00041803655275521074 0.0079391986811281866 0.0022486284980089994
leaf_weight=887 1024449 53394 31137 19560 4697 261 1481 28692 415 452 540 1181 4285 27 45674 10757 3591 1192 1494 4300 16150 23917 30 8262 1801 1467 20130 7574 37 7252
leaf_count=887 1024449 53394 31137 19560 4697 261 1481 28692 415 452 540 1181 4285 27 45674 10757 3591 1192 1494 4300 16150 23917 30 8262 1801 1467 20130 7574 37 7252
internal_value=1.09738e-05 9.51352e-05 -0.000188304 0.00022385 0.000504912 0.00198032 -0.000674963 -4.39943e-05 0.00457381 0.00597225 0.00384593 0.000506441 -0.00174205 0.00952795 -0.000260377 -0.000460649 -0.0021688 0.000405108 0.000659538 0.000734194 7.75998e-05 -0.000300078 0.00237955 0.000864367 -0.000520366 0.000928239 0.000997496 0.000408181 0.0179633 0.00133832
internal_weight=1.32509e+06 300637 93888 206749 100885 6392 40494 105864 1695 1280 801 29873 9357 479 75991 56431 7876 94493 53167 51673 41326 25176 1259 47373 4155 2354 43218 15836 67 27382
internal_count=1325086 300637 93888 206749 100885 6392 40494 105864 1695 1280 801 29873 9357 479 75991 56431 7876 94493 53167 51673 41326 25176 1259 47373 4155 2354 43218 15836 67 27382
cat_boundaries=0 1
cat_threshold=839
is_linear=0
shrinkage=0.05


Tree=287
num_leaves=31
num_cat=0
split_feature=87 91 89 20 89 73 22 5 78 53 68 33 95 107 35 61 127 55 10 31 29 42 58 16 52 21 39 113 99 61
split_gain=1.1659 2.25976 1.35036 1.11063 5.2945 5.9268 4.93812 4.83456 4.47498 4.4289 4.36254 3.39691 4.94581 3.28534 3.28464 3.25945 3.22845 3.00347 2.9856 2.99429 3.96873 3.38421 3.18963 3.51828 2.96659 2.90556 2.88688 2.86931 3.264 3.39472
threshold=0.93188035488128673 -0.12574999034404752 0.24123076349496844 6.1449999809265146 -0.66148400306701649 0.3135418593883515 6.2149999141693124 0.65000000596046459 39.57500076293946 0.064999999478459372 321.92488098144537 1.8500000238418581 -0.35894866287708277 -0.98953869938850392 10.050000190734865 0.29602140188217169 0.38266885280609136 2.1049998998641972 11.750000000000002 1010.6499938964845 1011.8500061035157 17.650000572204593 204.17655944824222 3.6349999904632573 0.034999999217689044 5.6150000095367441 20.550000190734867 -0.38266885280609125 -0.66426929831504811 0.22542554885149005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 10 7 8 27 16 24 12 -11 18 -13 -8 -9 -12 19 -6 21 -21 -22 -24 -1 -23 -26 28 29 -7
right_child=1 -3 -4 -5 13 6 15 9 -10 11 17 14 -14 -15 -16 -17 -18 -19 -20 20 22 25 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0087835896234799999 -0.00045030004927140406 -0.0056580066612314942 -0.011908203963405238 -1.9398108478310796e-05 -0.0027329507888727376 0.0082500730095070376 0.0026644746841503844 0.00092747112268665155 0.01470674469583453 0.0096392572376308647 -0.0091912402393063541 -0.001170556685697443 -0.00030703254490178992 5.8622917208027588e-06 3.2540341102179593e-05 0.00074760485469682093 0.0045273571841841255 0.0027899145274696982 -0.0046339329001681894 0.0012225874583131563 -0.0018888475556961754 0.014253715767544953 0.020479486918165573 -3.1056063732340669e-05 0.0019998757289083169 -0.0024510945943701599 0.0083778662287709842 0.0058935429830070949 -0.0019104108958690781 0.001401878326655199
leaf_weight=187 2343 241 26 890623 1529 191 2490 2486 65 222 136 6159 286 306133 71923 20278 831 85 495 1520 3739 94 21 4783 3463 36 187 344 726 3444
leaf_count=187 2343 241 26 890623 1529 191 2490 2486 65 222 136 6159 286 306133 71923 20278 831 85 495 1520 3739 94 21 4783 3463 36 187 344 726 3444
internal_value=1.04251e-05 -0.0010453 -0.000576052 1.25086e-05 7.83108e-05 0.00037151 0.000301938 0.000129806 0.00167719 3.9691e-05 0.00224788 -3.58437e-05 0.00403957 -2.62251e-05 -6.23583e-05 0.000957241 0.00182934 -0.0045831 -0.00083027 -0.000669648 -0.000360142 0.00188481 -0.000793734 5.86028e-05 0.00264132 0.00962777 0.00232664 0.00149718 0.0011504 0.00176171
internal_weight=1.32509e+06 2610 2369 1.32248e+06 431853 113503 109445 86677 4770 81907 4058 78590 508 318350 78082 22768 3317 221 12217 11722 10193 1650 8543 4804 3837 130 3650 4705 4361 3635
internal_count=1325086 2610 2369 1322476 431853 113503 109445 86677 4770 81907 4058 78590 508 318350 78082 22768 3317 221 12217 11722 10193 1650 8543 4804 3837 130 3650 4705 4361 3635
is_linear=0
shrinkage=0.05


Tree=288
num_leaves=31
num_cat=0
split_feature=86 60 33 103 127 62 124 100 9 7 28 62 96 61 66 20 102 52 52 99 60 91 63 67 12 28 91 95 0 20
split_gain=1.07967 1.29943 2.40474 1.7389 2.31222 1.88418 3.63662 2.89783 1.44125 2.18799 2.2984 2.14695 2.03888 1.76828 1.53326 1.55358 1.52854 1.50461 1.42944 1.37051 1.30683 3.0176 3.23035 1.29885 1.23169 1.18441 1.17194 1.26232 1.14452 1.0646
threshold=0.9263761341571809 0.33934722840785986 10.449999809265138 -0.082189425826072679 -0.58068084716796864 0.37872734665870672 0.44618082046508795 -0.049030723050236695 13.550000190734865 6.6499998569488534 1013.7500000000001 0.50102007389068615 -0.50512742996215809 0.27123594284057623 4.0050001144409189 5.5450000762939462 0.20941925793886187 0.22500000149011615 1.7749999761581423 -0.97095492482185353 0.34763905405998236 -0.64239370822906483 0.35704743862152105 18.654999732971195 1.1050000190734866 1016.9500122070314 1.0000000180025095e-35 -0.93748804926872242 252.50000000000003 6.0650000572204599
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 23 4 19 6 7 -6 9 11 12 26 14 -13 15 -11 -12 -16 25 -4 21 22 -3 -2 -7 -18 27 -5 -29 -1
right_child=1 20 3 8 5 24 -8 -9 -10 10 16 13 -14 -15 17 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=8.0624734315264024e-05 0.0022710840567015111 0.028910251129418613 0.00065364844260991297 0.0054068742852125852 0.016249678737443426 0.0065964180543752653 0.022574195990455338 -0.0058290729787023295 -0.0093998446781300201 0.00045665995432780341 0.008704933468252421 0.014810263244944508 0.016588743016473017 -0.0024307956421298202 0.007542067551985384 0.018510084260593761 -0.012649153930316162 -0.0072943464266481232 0.001458914840030809 -0.01162517705382383 -0.00041420477278656699 -0.0064306932479667013 0.0037203045887872579 0.016609178712083537 -0.0065991310993164624 0.00060670774599367932 -0.018372503363273361 -0.0043479537057021676 -0.01059900599943501 -1.6936009218651286e-05
leaf_weight=402213 56 20 44 21 23 28 32 42 104 26 20 20 28 58 25 22 72 54 43 47 4171 32 35 22 48 22 22 156 138 917442
leaf_count=402213 56 20 44 21 23 28 32 42 104 26 20 20 28 58 25 22 72 54 43 47 4171 32 35 22 48 22 22 156 138 917442
internal_value=9.90382e-06 -0.000693629 -0.00216717 -0.00277139 0.000763691 0.00415744 0.00877625 0.00198341 -0.00389444 -0.00310687 5.6658e-05 -0.00548524 0.00437572 0.00198999 0.00168309 0.00873115 -0.00420739 -0.00259928 -0.0060924 -0.00568816 -0.000287697 0.0057774 0.0128803 0.00631516 -0.00173761 -0.00954672 -0.00721541 -0.00643619 -0.00728212 1.27992e-05
internal_weight=1.32509e+06 5431 1173 1095 264 173 97 65 831 727 312 415 155 78 127 48 157 79 137 91 4258 87 55 78 76 94 337 315 294 1.31966e+06
internal_count=1325086 5431 1173 1095 264 173 97 65 831 727 312 415 155 78 127 48 157 79 137 91 4258 87 55 78 76 94 337 315 294 1319655
is_linear=0
shrinkage=0.05


Tree=289
num_leaves=31
num_cat=1
split_feature=87 91 89 97 64 24 55 73 16 58 17 12 93 53 16 116 91 72 0 136 54 30 109 14 93 21 105 31 72 31
split_gain=1.02509 2.00588 1.23432 1.09312 1.99247 1.1915 1.07613 2.17711 1.5889 1.09955 1.45291 1.74489 1.0458 4.33796 3.44769 6.38681 6.88173 4.7464 4.99734 5.19959 4.73049 3.83168 3.779 5.12304 4.01247 4.16347 3.74239 3.72513 4.15175 4.1172
threshold=0.93188035488128673 -0.12574999034404752 0.020751684904098514 -0.99551975727081288 1.3550000190734866 274.50000000000006 0.034999999217689044 0.84626048803329479 6.4600000381469735 147.91519927978518 7.4149999618530282 1.485000014305115 -0.14807398617267606 0.10500000044703485 12.50999975204468 -0.14780378341674802 -0.6909857690334319 0.68361505866050731 153.50000000000003 0 4.555000066757203 1023.4500122070314 -0.82494404911994923 1.3849999904632571 -0.71836143732070912 5.5950000286102304 -0.32620276510715479 1017.3500061035157 0.62443026900291454 1015.5499877929689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=12 2 6 4 -3 -5 7 8 -2 10 11 -8 13 -1 17 -16 -17 18 22 21 -19 -20 23 24 25 -15 -24 28 29 -26
right_child=1 3 -4 5 -6 -7 9 -9 -10 -11 -12 -13 -14 14 15 16 -18 20 19 -21 -22 -23 26 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0016442426215765458 0.0097695189714431772 0.0097487330950539689 -0.007807130418031623 -0.012956229592594532 -0.010474090437803951 -0.0044090838887672302 -0.0088151106876986369 0.016270709464904564 -0.0062234075262960868 -0.00034690137475816058 -0.011233121580961678 0.011820706753060222 -1.2695504517695524e-05 0.00079208130850074397 1.6218561588116013e-05 -0.00042655519299577606 -0.0026474786278966591 -0.00026462325272451072 0.0011198908729918155 7.4014513935672304e-06 0.00048212205748868149 -0.0057939293075196926 0.00098529970267702206 0.0011858267539800417 0.01268792230347082 0.011818452513898197 -0.0027385047382518556 0.0020741332883540639 -0.00031120725389983923 0.029705036099120563
leaf_weight=4443 25 29 57 59 21 132 21 29 41 2122 54 20 1022987 335 76470 12486 4840 73582 15634 57353 29796 203 22054 1210 104 115 696 78 36 54
leaf_count=4443 25 29 57 59 21 132 21 29 41 2122 54 20 1022987 335 76470 12486 4840 73582 15634 57353 29796 203 22054 1210 104 115 696 78 36 54
internal_value=9.40863e-06 -0.000980519 -0.00053841 -0.00532639 0.00125515 -0.0070493 -0.000359207 0.00485188 -0.000165481 -0.000582506 -0.00584518 0.00125114 1.13623e-05 9.35384e-05 7.01869e-05 -0.000180173 -0.00104697 0.000186872 0.000436428 0.000228949 -4.93935e-05 0.00103062 0.00105167 0.0031747 0.00650784 0.00360993 0.000871376 0.0113022 0.0150124 0.0185039
internal_weight=1.32509e+06 2610 2369 241 50 191 2312 95 66 2217 95 41 1.32248e+06 299489 295046 93796 17326 201250 97872 73190 103378 15837 24682 1932 722 450 22750 272 194 158
internal_count=1325086 2610 2369 241 50 191 2312 95 66 2217 95 41 1322476 299489 295046 93796 17326 201250 97872 73190 103378 15837 24682 1932 722 450 22750 272 194 158
cat_boundaries=0 1
cat_threshold=262
is_linear=0
shrinkage=0.05


Tree=290
num_leaves=31
num_cat=0
split_feature=19 64 57 121 20 81 52 70 0 62 91 89 130 4 92 16 116 88 2 12 94 67 75 0 89 115 65 28 119 108
split_gain=1.19187 4.90479 3.19157 3.08323 3.10292 2.66078 2.55018 2.59906 3.43661 2.61184 3.22213 2.61574 2.49441 2.28084 2.27433 3.8077 4.87577 8.25111 4.6434 4.4835 4.08315 3.77354 4.18755 3.29951 3.14931 3.93066 3.16824 3.32111 3.02384 2.92787
threshold=7.4149999618530282 1.7549999952316286 234.71539306640628 -0.87878364324569691 5.0750000476837167 310.95867919921881 0.79500001668930065 308.84480285644537 320.50000000000006 0.27112181484699255 -0.72803246974945057 -0.90129169821739186 306.50000000000006 9.8499999046325701 -0.13015602529048917 12.50999975204468 -0.47714059054851526 -0.84574115276336659 150.50000000000003 3.3149999380111699 -0.81617054343223561 33.545000076293952 0.6663365662097932 153.50000000000003 -0.54095533490180958 -0.50751903653144825 0.83499997854232799 1012.6499938964845 0.52247866988182079 -0.82234111428260792
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -4 -9 10 11 -10 -5 -12 15 19 18 20 -17 21 -18 22 23 29 25 -20 -27 -28 -25 -2
right_child=14 2 6 12 5 -7 -8 8 9 -11 13 -13 -14 -15 -16 16 17 -19 24 -21 -22 -23 -24 28 -26 26 27 -29 -30 -31
leaf_value=3.1405985940987105e-05 0.0036917560333539941 -0.0069157065523387951 0.00022343001110047752 -0.0015294828666790345 0.0028034010918017815 -0.0052517121817034331 -0.00049571682104252379 0.00016865756441435673 0.035192113409617115 0.0036839853951449297 -0.00083872184443932311 0.012870919331908226 0.0015172241991366882 0.015276833585659533 -1.4262648674922746e-05 -0.00061240305604072238 -0.0031164935557716875 -0.0019977708880852705 0.00036479823079185237 -0.0016100918184764298 0.0001123570542658262 0.0014750140398934247 7.8297761388465892e-05 7.1485966240477085e-05 7.3501965087734378e-05 0.004619241022158666 0.0041454933179283834 0.0008182144187644805 0.00090919751862978499 0.0010336937970662592
leaf_weight=125891 1114 107 3539 13497 1018 114 18979 456 21 303 52 35 707 38 898929 15912 1041 8245 10576 3055 16474 6818 102415 28826 29991 955 931 3857 17200 14797
leaf_count=125891 1114 107 3539 13497 1018 114 18979 456 21 303 52 35 707 38 898929 15912 1041 8245 10576 3055 16474 6818 102415 28826 29991 955 931 3857 17200 14797
internal_value=5.67359e-06 -0.000120175 -0.000611163 -0.00116917 0.00122291 0.0019922 -0.000243261 0.0008349 0.00322605 0.00633111 0.0118248 0.0212414 -0.00137783 0.00596562 2.35307e-05 0.000153098 -0.000115027 -0.000693514 0.000124468 0.000288499 -7.95489e-05 0.000322384 0.000274569 0.000599109 0.000377655 0.000936625 0.00198967 0.00146519 0.00038454 0.0012198
internal_weight=1.32589e+06 164757 38866 15443 1239 1132 23423 4444 905 449 146 56 14204 90 1.16114e+06 262207 87982 25760 62222 174225 17515 171170 164352 61937 46310 16319 5743 4788 46026 15911
internal_count=1325893 164757 38866 15443 1239 1132 23423 4444 905 449 146 56 14204 90 1161136 262207 87982 25760 62222 174225 17515 171170 164352 61937 46310 16319 5743 4788 46026 15911
is_linear=0
shrinkage=0.05


Tree=291
num_leaves=31
num_cat=0
split_feature=19 64 57 53 52 120 78 1 36 111 28 4 67 121 90 18 94 23 100 58 52 120 112 76 31 99 122 22 65 14
split_gain=1.07566 4.42788 2.78163 2.80876 2.922 3.31029 3.11989 2.49538 2.48089 2.71407 2.42308 2.39777 3.07737 2.28437 3.17527 2.76751 2.62113 2.22565 3.67575 2.37074 2.57249 2.35836 2.86974 3.69313 3.10919 2.49918 3.01456 2.4587 2.18894 2.11287
threshold=7.4149999618530282 1.6349999904632571 234.71539306640628 0.10500000044703485 0.064999999478459372 -0.43049471080303187 39.57500076293946 344.50000000000006 12.650000095367433 0.81074541807174694 1011.4500122070314 12.84999990463257 7.1449999809265146 -0.87878364324569691 0.31388051807880407 5.7200000286102304 -0.60770601034164418 4.9049999713897714 0.81090700626373302 155.18965911865237 0.10500000044703485 -0.73724925518035878 -0.63605400919914235 15.775000095367433 1013.2500000000001 -0.93253678083419789 -0.64942333102226246 5.7950000762939462 6.0950000286102304 0.76499998569488536
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 8 6 28 -5 9 -4 -10 -9 -13 14 15 -3 -16 18 19 -15 -21 22 27 25 -25 26 -24 -19 -6 -23
right_child=-2 2 3 7 5 -7 -8 11 10 -11 -12 12 -14 17 16 -17 -18 21 -20 20 -22 29 23 24 -26 -27 -28 -29 -30 -31
leaf_value=3.4146207374099149e-05 2.2354142610600449e-05 -0.008294790861209338 -0.0026988101364285861 -0.00045596289241290065 0.00042047072943955004 -0.0050311585001498009 0.021765773856769439 0.0011765090353251957 0.0052167822249300248 0.013801018241792917 0.019678289219737053 0.02388153850204415 0.0015510998840909452 -0.0088923791733459042 0.020681966440234748 0.00098869610810230408 -0.0003925842195749283 -0.0016536473105576326 0.0081429651121808482 0.012446888394791772 -0.0031517738859740013 0.015100147273568813 0.0035687264444751905 0.0034361696309026554 -0.008577322630769239 0.00084492885113968217 0.020317023078149019 -0.0054315944845339525 0.015929912847395127 -0.00077444637477317715
leaf_weight=124121 1161136 86 81 21945 182 162 23 1599 56 36 60 27 36 184 36 1207 25 874 70 27 1255 21 69 85 147 207 44 849 26 11217
leaf_count=124121 1161136 86 81 21945 182 162 23 1599 56 36 60 27 36 184 36 1207 25 874 70 27 1255 21 69 85 147 207 44 849 26 11217
internal_value=5.38991e-06 -0.000114167 -0.000567182 -0.000226835 0.00307882 0.00044852 0.00429141 -0.000314493 0.00751532 0.00237806 0.0126969 0.00155348 0.0111213 -0.00107 0.000897149 0.000371233 0.0120449 -0.00124698 -0.00305052 -0.003585 -0.00282325 -0.00104198 -0.00251007 0.000627354 -0.00417583 0.00410966 0.0100902 -0.00351521 0.00235915 -0.000744782
internal_weight=1.32589e+06 164757 40636 24233 626 393 231 23607 233 117 116 1662 63 16403 1354 1293 61 15049 1536 1466 1282 13513 2275 552 232 320 113 1723 208 11238
internal_count=1325893 164757 40636 24233 626 393 231 23607 233 117 116 1662 63 16403 1354 1293 61 15049 1536 1466 1282 13513 2275 552 232 320 113 1723 208 11238
is_linear=0
shrinkage=0.05


Tree=292
num_leaves=31
num_cat=1
split_feature=94 122 78 16 116 58 88 126 64 27 12 0 86 22 17 72 108 39 19 33 80 62 136 8 76 121 39 28 57 104
split_gain=1.07706 5.89063 3.52856 3.93909 3.57073 9.88832 4.0401 3.63147 3.51301 4.6434 3.4735 3.30723 4.07439 3.88351 3.35185 3.28377 5.36425 3.71304 3.68388 3.56172 3.26635 3.76711 3.26202 4.18689 3.97975 3.5664 2.9352 2.92604 2.9568 4.12449
threshold=-0.1672399044036865 -0.5663846731185912 32.664999008178718 12.50999975204468 -0.5663846731185912 215.59240722656253 -0.71976360678672779 -0.86159634590148915 1.1150000095367434 172.50000000000003 0.50499999523162853 151.50000000000003 0.49122348427772528 5.6949999332427987 11.775000095367433 0.54849112033844005 -0.9347114861011504 18.550000190734867 13.344999790191652 14.150000095367433 312.79136657714849 0.21201226860284808 0 4.3500001430511483 3.1950000524520878 0.9980967938899995 11.949999809265138 1011.9500122070314 215.34795379638675 -0.92481452226638783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 8 3 11 7 -6 -7 -5 9 -1 -10 12 14 20 -3 16 18 -18 -14 -20 -13 -22 26 -24 25 -25 -17 -11 29 -29
right_child=-2 2 -4 4 5 6 -8 -9 10 27 -12 13 15 -15 -16 22 17 -19 19 -21 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0037506503498710114 -1.9035218990563415e-05 0.018785126105120134 -0.0012802766091041954 0.00099529952251636335 -0.0032538123555459829 -6.9742578433417494e-05 -0.0025750861507527344 -0.0003724379312394749 0.019639761798569692 0.0019356793171296555 0.00020691400217810009 -0.0013243957991465197 0.0072794591091223998 9.8651584935936508e-05 0.00038483368569157189 0.0024001707658297461 0.00058384361389211294 0.0040021889226965583 0.0035494900072529298 -0.015668157920137878 0.0057799104415531552 -0.00011972906342812764 -0.0010930584505799733 0.0038748201649691167 0.00020569739981030926 0.024899092183581422 0.00039479772718147932 -0.0012611141128520114 0.0010700745128819928 0.00076762057636711831
leaf_weight=1321 1029965 55 6219 5998 3817 12542 1846 25424 23 4032 107402 10477 540 45137 45 2030 8823 873 73 36 286 5019 8750 511 6463 21 18041 4542 9995 5587
leaf_count=1321 1029965 55 6219 5998 3817 12542 1846 25424 23 4032 107402 10477 540 45137 45 2030 8823 873 73 36 286 5019 8750 511 6463 21 18041 4542 9995 5587
internal_value=5.12041e-06 8.91931e-05 -0.000112223 -6.58982e-05 -0.000434183 -0.000991383 -0.000391182 -0.000111357 0.000336263 0.000864128 0.000211075 0.000104627 0.00042335 -0.000137407 0.010505 0.00040151 0.00118619 0.000891622 0.00558701 -0.00279762 -0.000812543 0.000198329 0.000174865 -0.000363816 0.000547868 0.00470473 0.000597325 0.000706275 0.000459954 -0.000142095
internal_weight=1.32589e+06 295928 163026 156807 49627 18205 14388 31422 132902 25477 107425 107180 46261 60919 100 46161 10345 9696 649 109 15782 5305 35816 15745 6995 532 20071 24156 20124 10129
internal_count=1325893 295928 163026 156807 49627 18205 14388 31422 132902 25477 107425 107180 46261 60919 100 46161 10345 9696 649 109 15782 5305 35816 15745 6995 532 20071 24156 20124 10129
cat_boundaries=0 1
cat_threshold=1633
is_linear=0
shrinkage=0.05


Tree=293
num_leaves=31
num_cat=0
split_feature=115 81 65 80 113 106 117 122 102 125 75 89 88 55 24 92 38 91 77 107 31 99 28 88 20 87 125 63 71 25
split_gain=1.02117 3.93861 3.35099 3.58455 3.71957 2.87331 2.58587 2.1017 2.16542 2.84196 2.00927 1.93383 1.8271 1.76583 1.88885 2.11619 1.77156 1.71954 2.6347 2.56718 2.29714 2.27414 2.15732 1.69954 3.09289 2.94265 2.10325 2.21159 1.67551 1.66283
threshold=0.13052122294902804 262.10269165039068 0.91500002145767223 342.17262268066412 -0.9914070963859557 -0.9983728528022765 0.82409480214118969 0.095842104405164733 -0.99296587705612172 0.49240480363368994 0.47464999556541448 -0.98904883861541737 0.79524496197700512 2.495000004768372 106.50000000000001 0.7986515760421754 20.050000190734867 0.064467657357454314 1.8149999976158144 -0.75814327597618092 1016.9500122070314 -0.44199112057685846 1014.8500061035157 0.3750481009483338 4.6749999523162851 0.68491637706756603 -0.84335932135581959 0.31302678585052496 192.73918914794925 160.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 4 5 -3 7 8 9 -6 12 -10 13 -4 -15 16 -16 23 19 21 -20 -19 -21 -2 -25 -26 -27 -28 -24 -13
right_child=1 2 10 -5 6 -7 -8 -9 11 -11 -12 29 -14 14 15 -17 -18 18 20 22 -22 -23 28 24 25 26 27 -29 -30 -31
leaf_value=-1.8381174545627768e-06 -7.6729528241853061e-07 0.020764599291040846 -0.00028007547705479602 0.022219369621947409 0.023976784022846101 0.0060499148153770376 -0.0093506990733774418 -0.0023982246194592556 0.014995339651068208 0.0022009352342255654 7.2714560018912166e-05 0.0092645812711519438 0.014747602325277748 0.017777224965393544 0.0025847663880943679 0.013172944748393176 -0.002553157652042129 0.0053051154205441186 -0.0025210498031729704 0.018510271614992663 -0.010395668654409411 -0.0046009079793556482 -0.0069045528590392612 0.018201325301613128 0.015977694112245509 0.011823934102026017 -0.015753503929590806 0.00030394266717709029 0.0091049981504594067 0.001788890217262298
leaf_weight=1295663 20565 46 814 25 29 119 47 177 32 31 4172 82 27 20 1712 44 186 89 650 34 108 166 26 35 29 23 32 65 44 801
leaf_count=1295663 20565 46 814 25 29 119 47 177 32 31 4172 82 27 20 1712 44 186 89 650 34 108 166 26 35 29 23 32 65 44 801
internal_value=4.86439e-06 0.000292135 0.00121492 0.00345762 0.00311374 0.0101522 0.00214515 0.00261416 0.00352411 0.0127259 0.000768309 0.00292071 0.00180364 0.00167774 0.00249 0.00233257 0.00208126 -6.08408e-05 -0.00197185 0.0015567 -0.00364303 -0.00114351 0.00817741 4.20365e-05 0.00482606 0.00168421 -0.00177004 -0.00499336 0.00315859 0.00248312
internal_weight=1.32589e+06 30230 8364 1389 1364 165 1199 1152 975 60 6975 915 2803 2776 1962 1942 1898 21866 1117 359 758 255 104 20749 184 149 120 97 70 883
internal_count=1325893 30230 8364 1389 1364 165 1199 1152 975 60 6975 915 2803 2776 1962 1942 1898 21866 1117 359 758 255 104 20749 184 149 120 97 70 883
is_linear=0
shrinkage=0.05


Tree=294
num_leaves=31
num_cat=1
split_feature=87 59 55 30 125 88 59 35 60 119 124 73 80 35 125 12 100 63 28 68 72 136 16 86 18 35 124 21 58 68
split_gain=1.01577 3.62639 3.1187 3.81092 2.82337 2.69428 2.53907 2.60076 3.05818 2.52931 3.92564 3.54851 3.24581 2.83269 2.94663 2.54831 2.45456 2.56357 2.40286 3.22924 2.69097 2.66881 2.37816 2.33977 2.76144 2.32628 2.42493 2.25068 2.24932 2.8195
threshold=0.88536140322685253 110.50509262084962 0.064999999478459372 1011.1499938964845 0.84335932135581981 0.065977152436971678 227.00016784667972 8.3499999046325701 0.43372562527656561 -0.095842104405164705 0.26722820103168493 0.62160098552703869 259.65307617187506 12.650000095367433 -0.47714059054851526 0.6850000023841859 0.86842691898345958 0.32608488202095037 1015.3500061035157 343.61309814453131 0.8484461009502412 0 10.405000209808351 0.89392831921577465 8.0099999904632586 15.34999990463257 0.04361772537231446 6.2950000762939462 147.91519927978518 291.37875366210943
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 6 -2 7 8 23 10 12 -12 -5 -14 -15 -11 27 -18 19 20 21 -9 28 24 -4 -20 -27 -7 29 -6
right_child=1 2 4 9 22 16 -8 18 -10 15 11 -13 13 14 -16 -17 17 -19 25 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.7549529155734544e-05 -0.0011833371073907469 -0.001691831050138033 0.026018738824475026 -0.0030572671483716242 0.0013457479380473063 -0.0098665064629860043 -0.00018447933813094439 0.0016216801281485943 0.0005050188541478876 -0.0047285200830083345 0.034137118235230447 0.0093319607878346814 -0.0049048734937123094 -0.00014536670132656582 0.012392481968339001 0.0023406518533737541 0.0057140293180342082 -0.013337932996775792 -0.00018059960301336855 0.01560271678156116 -0.00071275141534513499 0.00030280447360924654 3.3071745100886056e-05 0.0011088233830852678 0.0084000129706733699 0.00083090238174326125 -0.0057620626853008335 0.0014228220085324549 -0.00085997276878450727 -0.0048841783294375713
leaf_weight=1219471 3702 665 35 115 241 242 52932 6850 175 140 21 46 43 64 175 1426 76 23 5016 36 3178 8737 8349 46 61 215 397 54 12625 737
leaf_count=1219471 3702 665 35 115 241 242 52932 6850 175 140 21 46 43 64 175 1426 76 23 5016 36 3178 8737 8349 46 61 215 397 54 12625 737
internal_value=4.62117e-06 -0.000143523 -8.51198e-05 0.00159323 -0.000130519 -0.00160217 1.09777e-05 0.000429063 0.00492884 0.00266937 0.00591171 0.0171067 0.00402238 0.00690947 0.00903507 0.00170867 -0.00552751 0.00128782 0.000370672 0.000641983 0.000613282 0.000883644 -0.000631211 0.0103807 0.0148235 -0.000535676 -0.00344591 -0.00780697 -0.00103892 -0.00334899
internal_weight=1.32589e+06 106422 102325 2695 99630 4097 77678 24746 317 2030 464 67 397 282 239 1566 395 99 24429 18801 18765 15587 21952 142 96 5628 612 296 13603 978
internal_count=1325893 106422 102325 2695 99630 4097 77678 24746 317 2030 464 67 397 282 239 1566 395 99 24429 18801 18765 15587 21952 142 96 5628 612 296 13603 978
cat_boundaries=0 1
cat_threshold=804
is_linear=0
shrinkage=0.05


Tree=295
num_leaves=31
num_cat=1
split_feature=4 136 60 52 104 113 82 93 35 78 122 71 13 57 121 83 55 86 69 3 100 99 93 35 121 30 98 107 58 77
split_gain=1.30106 3.29758 4.09722 3.07168 3.0616 2.38734 2.45701 3.04665 2.921 2.65537 2.62626 2.35518 2.15919 4.99275 6.64315 4.28236 2.67123 2.56714 2.68391 2.82393 2.55182 3.30877 2.97226 3.50953 2.44324 2.75597 2.67278 2.34637 2.32066 2.29213
threshold=10.449999809265138 0 0.36741298437118536 1.2649999856948855 -0.17822468280792234 0.18222858756780627 333.67059326171881 0.24122444540262225 11.949999809265138 40.745000839233406 0.72534674406051647 304.08924865722662 1.5649999976158144 221.0540466308594 0.7933231294155122 326.64659118652349 1.0349999666213991 0.79238781332969677 306.05834960937506 143.50000000000003 0.41281871497631079 -0.76560518145561207 -0.99343416094779957 11.050000190734865 -0.70088258385658253 1013.0499877929689 -0.88279536366462696 -0.67346253991127003 266.86517333984381 10.944999694824221
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 12 5 -2 6 9 8 -8 10 -4 -6 13 15 17 -3 -17 18 19 -15 21 22 23 -14 26 27 -19 -26 -28 -27
right_child=1 2 3 -5 11 -7 7 -9 -10 -11 -12 -13 20 14 -16 16 -18 24 -20 -21 -22 -23 -24 -25 25 29 28 -29 -30 -31
leaf_value=-2.3968854108102655e-05 -0.0014703652130045059 -0.00013299328084034475 0.00195648144881322 0.00047477010315280217 5.6322238952283369e-05 0.014705977511281769 0.0031414462055898078 0.0033287797184657084 0.022726289120813214 -0.0011411940065481445 0.020134146888740365 0.013251977265976808 0.023951433570861505 -0.0041993235212761321 0.031144593988099822 0.0055648613145903632 0.028593490235507491 0.0026685633949633972 0.024553157519161081 0.010560324802669144 1.2713767460991822e-05 -0.0037503377394878393 -0.0007990602381384047 0.0030490876519976839 0.002239554924890399 -0.0056585264351601029 0.008600873558975335 0.021834230524572461 0.028589538838714363 0.0045300100748608641
leaf_weight=1203975 5766 2580 3060 38312 6197 36 33 295 45 811 20 34 24 44 23 34 20 173 24 123 59439 1003 3424 123 50 195 53 22 20 77
leaf_count=1203975 5766 2580 3060 38312 6197 36 33 295 45 811 20 34 24 44 23 34 20 173 24 123 59439 1003 3424 123 50 195 53 22 20 77
internal_value=-8.19929e-06 0.000147348 0.000233153 0.000616989 -0.000639504 0.00188413 0.00177588 0.00565239 0.0144404 0.00140427 0.00207452 0.000128325 -9.2997e-06 0.00121138 0.00466017 0.000158676 0.014094 0.00388022 0.00891846 0.00667156 -7.48599e-05 -0.00121288 -0.000500171 0.00646172 0.0022492 -0.000471718 0.00605406 0.00822682 0.0140772 -0.00277427
internal_weight=1.32604e+06 122060 110063 42612 11997 4300 4264 373 78 3891 3080 6231 67451 3438 804 2634 54 781 191 167 64013 4574 3571 147 590 344 246 72 73 272
internal_count=1326035 122060 110063 42612 11997 4300 4264 373 78 3891 3080 6231 67451 3438 804 2634 54 781 191 167 64013 4574 3571 147 590 344 246 72 73 272
cat_boundaries=0 1
cat_threshold=96
is_linear=0
shrinkage=0.05


Tree=296
num_leaves=31
num_cat=0
split_feature=88 60 122 35 33 32 39 125 20 90 127 101 14 121 92 99 53 112 87 31 112 13 19 113 4 71 73 24 74 54
split_gain=1.21185 5.89499 3.39653 3.05616 2.95998 7.03425 3.1791 2.79315 3.50171 3.21983 2.77908 2.67806 3.35929 2.59374 3.21293 3.69062 5.14836 2.82389 2.53963 2.48578 2.5892 2.42446 4.83791 3.60773 3.75994 3.62564 4.31672 3.18213 3.10085 2.95066
threshold=0.15031114220619204 0.36335632205009466 0.9996192753314973 11.150000095367433 7.0499999523162851 10.550000190734865 10.84999990463257 0.85260769724845897 6.5250000953674325 -0.72573459148406971 0.74892720580101024 0.88699278235435497 3.2549999952316289 -0.18222858756780622 -0.75242945551872242 -0.8354610502719878 0.58499997854232799 -0.30069434642791742 0.90854230523109447 1019.5499877929689 -0.67556449770927418 0.60500001907348644 11.775000095367433 -0.85260769724845875 1.6500000357627871 223.36991119384768 0.35102662444114691 261.50000000000006 0.35902713239192968 1.685000002384186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 11 7 -6 13 8 10 -9 19 -3 -13 18 15 -15 -17 -16 -7 20 -2 22 23 24 28 -26 27 -27 -8 -23
right_child=1 3 -4 -5 5 6 21 9 -10 -11 -12 12 -14 14 17 16 -18 -19 -20 -21 -22 29 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-1.4713956200626565e-05 0.0203652157772784 -0.0025917822880677614 -0.014098758746827532 0.0015742668983369673 -0.0041155210366169061 0.00026545570915264058 0.03604424248139064 -0.015448048699534301 -0.00030355564414766495 0.0054225690997554924 0.019735568838377456 0.014966748457178861 -0.0094232917763292789 0.0024911183717788435 -0.00079283444917407529 0.0036654604245619526 0.030801134929060937 0.014519578189049899 0.015951744591627546 -0.0084459401836449455 -0.0014885419225522064 -0.00096428298544611187 -0.0035733580256679231 -0.0013675171015266744 0.024132153420494157 -0.023976738266646865 0.010242823894077447 0.0042284567048773173 0.010627516931466137 0.00045210338377904205
leaf_weight=1298777 33 713 44 8917 1116 582 24 33 92 42 66 48 20 51 145 29 44 38 27 22 23 7736 154 81 26 20 80 20 24 7008
leaf_count=1298777 33 713 44 8917 1116 582 24 33 92 42 66 48 20 51 145 29 44 38 27 22 23 7736 154 81 26 20 80 20 24 7008
internal_value=-7.78933e-06 0.000322152 -0.000224289 0.00131158 -0.000189436 -0.000276824 -1.05556e-05 0.00464498 0.00731621 -0.0037605 0.0121844 -0.00168758 0.00779321 0.00284997 0.00659732 0.0128113 0.0200212 0.00238679 0.000960907 0.00579494 0.0113896 -0.000183247 0.00352203 0.00749545 0.011196 0.00720477 0.00353717 -0.00987414 0.0233359 -0.000291058
internal_weight=1.32604e+06 27258 17560 9698 17516 17205 16089 311 236 75 144 781 68 916 307 124 73 183 609 78 56 15173 429 275 194 146 120 40 48 14744
internal_count=1326035 27258 17560 9698 17516 17205 16089 311 236 75 144 781 68 916 307 124 73 183 609 78 56 15173 429 275 194 146 120 40 48 14744
is_linear=0
shrinkage=0.05


Tree=297
num_leaves=31
num_cat=1
split_feature=17 75 89 35 122 60 67 15 98 126 82 108 87 95 111 38 63 62 136 74 105 21 9 67 96 9 86 55 62 12
split_gain=1.2325 4.56008 3.15184 2.827 3.02088 2.34784 3.58625 3.87852 3.69227 2.48308 2.93774 2.93543 2.8418 2.86186 2.33802 2.19937 2.16767 2.09186 2.04443 2.27701 2.1239 2.03079 2.03069 2.07487 2.01134 1.99746 1.97927 1.97595 1.95395 2.25109
threshold=5.4100000858306894 0.38024218380451208 -0.98782268166542042 13.050000190734865 -0.41467745602130884 0.43157230317592626 1.5149999856948855 0.88499999046325695 -0.99816042184829701 -0.25037047266960138 234.16404724121097 -0.75020831823348988 0.7297118902206422 -0.98374971747398365 -0.1060703508555889 19.550000190734867 0.36088266968727117 0.34051941335201269 0 0.25582578778266912 -0.99982294440269459 5.6349999904632577 3.1499999761581425 0.64499998092651378 0.26478628814220434 3.3500000238418584 0.86937329173088085 0.064999999478459372 0.36670875549316412 0.9650000035762788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 18 8 -8 11 -11 -10 17 -14 -15 -7 -17 -12 19 -3 26 -9 23 -21 -4 -5 27 -20 29 -24
right_child=-2 5 24 25 -6 15 7 21 9 10 12 -13 13 14 -16 16 -18 -19 20 22 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.02315747893648222 -3.869938786506187e-07 -0.012592414533719421 1.9023130305890585e-06 0.015824303780074999 0.0036011302007887612 -0.00020869558017312797 0.020737601760083636 -0.0012666151722817032 0.006941664483847804 0.023722977763973179 -0.016445121627587541 -0.013741229013318108 0.023371357908067499 0.015045330621716049 3.8261214954658387e-05 0.019564476714003833 0.0015168520564989973 0.0034252257194128579 0.021358144007947135 0.0052010911516845231 -0.0041178697871990218 0.012264858824866158 -0.0020118236940936752 -0.0091280832993409899 0.0074541746638715272 7.0444521777923939e-06 -0.0029715080163441598 0.00039825305681337014 -0.0023985296723589493 0.0046265682240898189
leaf_weight=40 1298551 42 17967 23 39 2498 32 2852 29 20 26 42 23 36 93 28 41 27 23 32 2127 28 206 120 91 151 56 22 434 336
leaf_count=40 1298551 42 17967 23 39 2498 32 2852 29 20 26 42 23 36 93 28 41 27 23 32 2127 28 206 120 91 151 56 22 434 336
internal_value=-7.39986e-06 -0.000338741 0.000117103 0.00565915 0.0135031 -0.00124869 -0.00174733 -0.000548345 0.00460329 0.00285904 0.00543155 -0.00529329 0.00364702 0.00712323 0.00422628 3.45441e-05 0.00884053 -0.00632249 -0.00287928 -0.00115143 -0.00376457 -0.00113506 -0.000735643 -0.00611141 3.94567e-05 0.00209783 0.00330292 0.0111111 0.000101567 0.00210349
internal_weight=1.32604e+06 27484 18311 253 79 9173 6606 3208 328 296 225 71 205 152 129 2567 69 53 3398 1170 2228 2880 1128 152 18058 174 101 45 976 542
internal_count=1326035 27484 18311 253 79 9173 6606 3208 328 296 225 71 205 152 129 2567 69 53 3398 1170 2228 2880 1128 152 18058 174 101 45 976 542
cat_boundaries=0 1
cat_threshold=1590
is_linear=0
shrinkage=0.05


Tree=298
num_leaves=31
num_cat=0
split_feature=86 94 76 115 72 72 35 15 119 104 74 85 54 19 54 29 4 123 72 79 76 4 33 70 88 124 84 96 31 93
split_gain=1.20258 2.16997 2.86884 3.7469 7.46444 2.5775 2.19936 2.79695 2.25744 2.88452 3.23944 2.76741 2.86518 2.18081 2.15592 3.71036 2.85189 3.0802 2.99274 2.95503 3.01273 2.61387 3.81246 3.03219 2.88861 2.20359 2.19459 2.37882 3.68803 3.38003
threshold=0.88087695837020885 0.82517755031585704 12.444999694824221 -0.9914070963859557 0.68803679943084728 0.49941462278366094 18.150000572204593 1.9049999713897707 0.31729258596897131 -0.81842625141143788 0.70782020688056957 0.90834364295005809 1.0549999475479128 4.4500000476837167 0.10500000044703485 1009.5499877929689 5.3500001430511483 -0.85260769724845875 0.8213590979576112 2.1650000810623173 1.325000047683716 13.550000190734865 9.6500000953674334 298.06019592285162 -0.99849238991737355 -0.68832838535308827 0.91796246170997631 -0.98046734929084767 1020.1499938964845 -0.33088794350624079
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 13 4 5 -4 8 -8 -5 10 11 12 -10 -3 15 -2 19 -18 21 -17 -21 22 -19 -23 -24 -26 27 29 -29 -27
right_child=1 2 3 6 -6 -7 7 -9 9 -11 -12 -13 -14 -15 -16 16 17 18 -20 20 -22 23 24 -25 25 26 -28 28 -30 -31
leaf_value=8.3948776066066689e-06 -0.0030011008098758435 -0.010109163484950034 0.024940969054964748 -0.0049108971483550548 -0.0056049850073723517 0.0092388295542365061 0.023622324162473285 0.00098913840424173934 0.021902402552465599 -0.00078818493067524676 0.00062340337901870132 -0.0011367685154683013 0.00099549734276597915 -0.0021617089483799506 -0.00014198301651471517 -0.0052811001946196654 0.00045293333718108338 -0.0093981312883154658 9.4710813554109273e-05 0.01502826564215325 0.00062232337835258574 0.0031370692402124404 0.018399837046719925 0.026075551395907122 -0.0097656619775554412 0.022594423748482514 -0.00064148062061016953 0.0034587358641713813 0.023396784126758576 0.007508639220689093
leaf_weight=1200098 517 90 37 303 81 89 21 39 57 4956 247 34 23 2110 113406 215 716 41 265 37 1898 25 46 34 23 53 104 321 25 124
leaf_count=1200098 517 90 37 303 81 89 21 39 57 4956 247 34 23 2110 113406 215 716 41 265 37 1898 25 46 34 23 53 104 321 25 124
internal_value=-7.02987e-06 -0.000154018 -0.000946321 -0.000370625 0.00623704 0.0138498 -0.000611433 0.00891075 -0.000713093 -0.000473873 0.00384117 0.010813 0.0158917 -0.00248683 -9.96489e-05 0.00098067 0.00150488 0.00298699 0.00469707 0.000279897 0.000897786 0.00622926 0.00541858 0.0163559 0.0062914 0.0054345 0.00599208 0.00731118 0.00489935 0.0120259
internal_weight=1.32604e+06 125937 8087 5887 207 126 5680 60 5620 5317 361 114 80 2200 117850 4444 3927 1777 1061 2150 1935 796 737 59 696 650 627 523 346 177
internal_count=1326035 125937 8087 5887 207 126 5680 60 5620 5317 361 114 80 2200 117850 4444 3927 1777 1061 2150 1935 796 737 59 696 650 627 523 346 177
is_linear=0
shrinkage=0.05


Tree=299
num_leaves=31
num_cat=1
split_feature=4 57 136 82 7 63 53 53 123 87 122 96 17 87 10 97 37 65 73 105 84 25 38 90 60 4 53 123 88 88
split_gain=1.18558 3.14994 2.93404 2.27179 2.17258 2.54709 2.25007 3.06366 3.21259 3.02832 3.36608 4.18517 2.94028 2.7093 2.11765 2.05141 2.38646 2.11311 3.5993 3.43197 4.83592 2.46591 2.06818 3.07375 2.38094 2.24658 2.18141 1.9932 2.15678 3.39261
threshold=10.449999809265138 294.86474609375006 0 332.44195556640631 2.1499999761581425 0.31063462793827062 3.4450000524520878 3.245000004768372 -0.53727915883064259 0.85693541169166576 -0.5663846731185912 -0.15163017064332959 6.4600000381469735 0.91807183623313915 14.050000190734865 -0.99230778217315663 11.449999809265138 1.9450000524520876 0.62160098552703869 -0.17365971207618711 0.87736353278160106 336.50000000000006 13.449999809265138 -0.72573459148406971 0.42082728445529943 12.550000190734865 1.0950000286102297 -0.58068084716796864 -0.98184520006179798 -0.99714347720146168
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 9 -9 10 12 27 -6 -8 -4 -11 17 -17 19 20 21 -19 -18 24 -24 -25 -27 -12 29 -29
right_child=1 2 14 4 6 -7 13 8 -10 15 11 -13 -14 -15 -16 16 22 18 -20 -21 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-2.1731788902904848e-05 -2.2846812237621777e-05 0.0019616999703781337 0.00091849028123257661 -0.015957269573433176 -0.014682267203524307 0.0055262949021363805 -0.001364862546438306 0.03053055531345308 0.0033972112229093913 0.015532061560889302 0.020367884325484434 0.021412158143621955 0.004344474526329173 0.017334748152643444 -9.6076919633699548e-05 -0.0025070126030995099 -0.0057425342699242458 0.01115013272035867 0.00140988338492639 -0.0049670215882360938 0.0030858148019327677 0.032941290746266776 0.010588867392051844 -0.0076396643024709849 -0.0080697593412228999 -0.0050810615583840348 0.015210132248914585 0.00041367512894794348 0.0033974254537717618 0.026032209965134306
leaf_weight=1203975 95438 3628 10483 37 37 22 615 20 24 23 21 44 45 20 10097 144 217 20 282 25 43 37 92 111 21 27 26 24 409 28
leaf_count=1203975 95438 3628 10483 37 37 22 615 20 24 23 21 44 45 20 10097 144 217 20 282 25 43 37 92 111 21 27 26 24 409 28
internal_value=-6.67838e-06 0.000141805 0.000652475 1.54689e-05 0.00153029 -0.00794645 0.00176771 0.00270677 0.0157305 0.00236486 0.00518174 0.00665064 -0.00424076 -0.000775898 0.000420517 0.000761248 0.000436148 0.00269859 0.00454037 0.0116028 0.0157452 0.0252953 -0.00208734 0.000776112 0.00712133 -0.0035959 0.00487311 0.00530312 0.00461687 0.0142083
internal_weight=1.32604e+06 122060 24208 97852 2414 59 2355 1720 44 1676 608 526 82 635 20580 1068 1045 551 407 125 100 57 494 277 113 164 53 482 461 52
internal_count=1326035 122060 24208 97852 2414 59 2355 1720 44 1676 608 526 82 635 20580 1068 1045 551 407 125 100 57 494 277 113 164 53 482 461 52
cat_boundaries=0 1
cat_threshold=3088
is_linear=0
shrinkage=0.05


Tree=300
num_leaves=31
num_cat=0
split_feature=17 72 104 24 33 35 87 80 114 1 98 120 90 127 127 112 58 62 84 16 119 67 21 20 108 69 27 91 29 125
split_gain=1.20649 3.90321 3.01571 5.55668 3.57325 3.3468 3.25741 2.70535 2.9692 2.68009 2.52063 2.31819 2.07738 2.78128 2.65024 2.36935 2.33037 2.26909 2.707 2.26074 2.60061 2.2843 2.50256 2.04246 2.02885 2.42118 1.90549 3.5277 1.87168 1.82649
threshold=5.4100000858306894 0.41429704427719122 0.33503086864948278 252.50000000000003 14.650000095367433 12.250000000000002 0.74611592292785656 333.46130371093756 -0.99901017546653736 123.50000000000001 -0.93418705463409413 -0.58068084716796864 -0.24638979882001874 0.2503704726696015 -0.21643137186765668 -0.99961927533149708 186.51876068115237 0.29854804277420049 0.89160045981407177 5.1300001144409189 0.31729258596897131 1.2749999761581423 4.7349998950958261 4.8650000095367441 -0.99277213215827931 253.9942321777344 335.50000000000006 -0.21038672327995298 1017.2500000000001 0.97233289480209362
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 4 5 10 -7 8 -3 -6 -4 -9 26 14 15 -14 17 19 23 20 -15 -21 -23 -19 25 -1 -10 -28 -25 -13
right_child=-2 7 3 -5 9 6 -8 11 12 -11 -12 29 13 16 -16 -17 -18 18 -20 21 -22 22 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-0.00093516561734889234 8.432955973814937e-06 0.0019922580886706778 0.021915607683120238 -0.016710015637083696 0.02089289756872369 0.0074734935571905223 -0.01158600868292007 0.019348072422587355 -0.0013880316211797973 0.0026138840275334902 0.0014077577739953996 -0.00015902607333209877 0.01471805731765926 -0.00046400705445557829 -0.0077137096364159226 -0.0030179053803859567 -0.0061876070123390815 0.0053008567919852964 0.019336900825146587 -0.0046729763881947816 -0.01615250274938132 0.016039049097830809 -0.0004429324682740892 0.00038792798540353865 -6.9038640151530416e-05 0.019857941182064159 -0.00064795294007205452 0.024084366902354219 -0.014258730055860661 0.012341448337443777
leaf_weight=28 1298612 562 31 26 65 40 51 23 4699 29 29 139 20 50 491 322 185 174 24 112 56 37 61 88 19847 28 46 21 29 37
leaf_count=28 1298612 562 31 26 65 40 51 23 4699 29 29 139 20 50 491 322 185 174 24 112 56 37 61 88 19847 28 46 21 29 37
internal_value=1.51138e-06 -0.000327134 2.91103e-05 0.00526805 0.00760042 0.00283617 -0.00320821 -0.00132865 -0.00149261 0.0152536 0.0120035 0.00441977 -0.0017979 -0.00332757 -0.00535995 -0.00198071 -0.00125285 0.000193948 0.00319705 -0.00279965 -0.00875227 0.000205012 0.00577986 0.00186592 -4.22234e-05 0.00946139 -0.00126865 0.00710397 -0.00324244 0.00246891
internal_weight=1.32596e+06 27350 20174 271 245 151 91 7176 6977 94 60 199 6415 1649 833 342 816 631 315 316 106 210 98 291 19903 56 4766 67 117 176
internal_count=1325962 27350 20174 271 245 151 91 7176 6977 94 60 199 6415 1649 833 342 816 631 315 316 106 210 98 291 19903 56 4766 67 117 176
is_linear=0
shrinkage=0.05


Tree=301
num_leaves=31
num_cat=0
split_feature=15 82 107 37 28 13 25 112 0 56 24 24 113 105 88 127 19 90 8 10 80 39 111 113 79 95 89 126 68 92
split_gain=1.11769 3.27021 3.53434 3.36651 3.58899 4.43 4.50393 2.53655 2.42563 3.56666 3.46339 2.16358 2.32257 2.12202 1.90436 2.36809 1.9672 2.23924 1.83761 1.95035 1.83252 1.77663 1.75779 2.01728 2.31876 1.75594 3.2413 3.93506 2.33572 1.73725
threshold=0.56499999761581432 254.35698699951175 -0.99960011243820179 17.750000000000004 1016.3500061035157 0.60500001907348644 267.50000000000006 -0.30069434642791742 232.50000000000003 283.94035339355474 271.50000000000006 222.50000000000003 -0.8338540494441985 -0.9941347837448119 -0.93748387694358815 -0.95878320932388295 15.405000209808351 -0.74834302067756642 9.4499998092651385 6.8500001430511483 264.21853637695318 19.550000190734867 -0.087920911610126481 -0.78257837891578663 0.5249999761581422 -0.96441838145256031 0.16130883246660235 -0.33379416167736048 253.10996246337893 -0.78597733378410328
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 3 4 5 6 -3 8 9 11 20 12 -4 -7 15 -10 18 -18 19 21 -11 -16 23 -9 -25 29 -27 -28 -29 -1
right_child=-2 2 7 -5 -6 13 -8 22 14 10 -12 -13 -14 -15 16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.0008254861924797297 5.4541987286078392e-06 0.040870991975746375 0.017957239935252195 -0.0067752283338146915 -0.00098302551987851697 0.013807819791691146 0.0095505706010347545 -0.010349489604777773 0.015190608330621301 0.03082417826656075 0.00019713296706593315 -0.0018427958257302597 -8.4685231558978568e-05 -0.0038881057456213366 -0.005001890657647552 -0.0015078395226833222 -0.0045034639127940566 0.015757996827363969 0.0038167576951144097 -0.010661270681661197 0.0096765457745641471 0.0076456382132038996 -0.01118573662842702 -0.0098301688480811819 0.0063619274298535354 1.3760816922038559e-05 0.02239358986520933 0.01209038534117016 -0.010464573907665909 -0.013984995970333165
leaf_weight=36 1315879 22 30 60 86 32 24 64 22 21 43 587 44 36 653 608 30 25 55 156 20 29 131 33 67 7043 36 22 24 44
leaf_count=36 1315879 22 30 60 86 32 24 64 22 21 43 587 44 36 653 608 30 25 55 156 20 29 131 33 67 7043 36 22 24 44
internal_value=1.43581e-06 -0.000522982 -0.00194772 0.00361231 0.00672857 0.0125461 0.0245299 -0.0024999 -0.00194528 0.000406155 0.0101109 -0.000827126 0.00722961 0.00443939 -0.00305543 -0.000924719 -0.00447142 0.00470629 -0.00503667 -0.00561774 0.0205083 -0.00446409 -0.00686727 -0.00341777 0.00101854 4.61212e-05 0.000128832 0.0100123 0.000322581 -0.00732028
internal_weight=1.32596e+06 10083 2878 260 200 114 46 2618 2323 745 84 661 74 68 1578 630 948 55 893 838 41 682 295 164 100 7205 7125 82 46 80
internal_count=1325962 10083 2878 260 200 114 46 2618 2323 745 84 661 74 68 1578 630 948 55 893 838 41 682 295 164 100 7205 7125 82 46 80
is_linear=0
shrinkage=0.05


Tree=302
num_leaves=31
num_cat=0
split_feature=17 72 83 122 85 106 15 62 102 93 108 34 102 91 61 88 90 123 32 90 12 52 125 118 106 83 31 120 65 39
split_gain=1.07589 3.57417 2.98092 2.95376 3.10844 3.77053 4.25048 3.26707 2.54118 2.32325 2.28534 4.27769 2.81058 2.2818 2.14706 2.25727 2.08954 2.4196 2.22816 2.43565 2.49821 2.35808 2.26559 2.07228 2.13588 2.56894 2.28859 3.77564 2.14668 2.12124
threshold=5.4100000858306894 0.3345715999603272 327.28894042968756 -0.68832838535308827 0.8715980350971223 -0.43734228610992426 1.735000014305115 0.34836548566818243 0.62024050951004039 -0.61055222153663624 -0.35180337727069849 14.750000000000002 1.0000000180025095e-35 0.31579379737377172 0.32557295262813574 -0.80084311962127674 -0.24638979882001874 -0.96811076998710621 18.349999427795414 -0.12431603670120238 0.56499999761581432 0.2650000005960465 0.095842104405164733 -0.96811076998710621 -0.64861875772476185 322.25881958007818 1013.9500122070314 0.38266885280609136 3.3649998903274541 13.750000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 16 9 7 6 -6 -5 -9 -4 11 14 -13 -12 -1 -16 -3 -18 19 21 -21 -19 -20 -22 -25 26 27 -26 -28 -27
right_child=-2 2 3 4 5 -7 -8 8 -10 -11 13 12 -14 -15 15 -17 17 18 22 20 23 -23 -24 24 25 29 28 -29 -30 -31
leaf_value=-0.0074691542977783484 7.9002485179009118e-06 -0.00082395105911268118 0.0059985686953251179 -0.001483799526119296 0.016679967143055467 0.030099948685771479 -0.012068641888909042 0.015055646383724012 -0.0030749840088430103 -0.012492578129797262 3.6485427644857941e-06 0.0090383386839595122 0.03156532554421574 0.0065053633959477721 -0.0054819479063153266 0.013863127600205572 -0.0055174718270246679 -0.019398100356812831 0.0028958363206281019 0.013793430042763552 0.0059865177869575011 -0.0039753447991829763 -0.015515593707730825 0.00012800941779018073 -0.0064245984602787692 -0.0038468222171068192 -0.0092979750644324542 0.011118077463945565 0.0050526754866386282 0.016551446914672852
leaf_weight=53 1298612 6733 26 187 36 24 20 68 27 49 17426 45 20 136 25 38 531 27 24 30 105 302 55 895 82 25 257 49 29 26
leaf_count=53 1298612 6733 26 187 36 24 20 68 27 49 17426 45 20 136 25 38 531 27 24 30 105 302 55 895 82 25 257 49 29 26
internal_value=1.36402e-06 -0.000308984 -0.00108576 0.00294879 0.00481987 0.0135188 0.00641261 0.00235209 0.00990273 -0.00608231 0.000111606 0.0057012 0.0159697 5.39978e-05 -5.27157e-05 0.00618651 -0.00127803 -0.00253258 -0.00170101 -0.00134552 -0.00048996 -0.00524104 -0.00992225 -0.000781855 -0.00130326 -0.00404042 -0.00533593 0.000137166 -0.00784284 0.0065523
internal_weight=1.32596e+06 27350 9607 437 362 80 56 282 95 75 17743 181 65 17562 116 63 9170 2437 1906 1827 1498 329 79 1468 1363 468 417 131 286 51
internal_count=1325962 27350 9607 437 362 80 56 282 95 75 17743 181 65 17562 116 63 9170 2437 1906 1827 1498 329 79 1468 1363 468 417 131 286 51
is_linear=0
shrinkage=0.05


Tree=303
num_leaves=31
num_cat=1
split_feature=52 60 104 4 64 55 99 135 52 119 126 66 8 62 28 64 38 99 99 35 79 55 122 28 136 6 76 71 89 53
split_gain=1.08074 3.92633 2.85241 3.40892 3.15341 3.74976 3.39334 3.66152 3.06622 4.45128 4.27912 4.11545 3.87546 3.73079 3.05725 3.04635 3.21242 2.99828 2.9257 2.7549 3.47949 2.73905 4.37696 2.78386 2.71368 3.3714 2.62779 2.83802 3.41255 2.58587
threshold=5.1050000190734872 0.46045988798141485 0.081336595118045821 7.4500000476837167 0.25499999523162847 2.2649999856948857 -0.92075166106224049 1015.6499938964845 0.97500002384185802 -0.44618082046508784 -0.43049471080303187 0.9350000023841859 10.750000000000002 0.25443643331527716 1008.5499877929689 23.144999504089359 11.650000095367433 -0.96182790398597706 -0.98642125725746144 4.9500000476837167 19.464999198913578 3.8950001001358037 -0.36648726463317866 1014.9500122070314 0 8.5500001907348651 18.045000076293949 301.17060852050787 -0.70263656973838795 1.0249999761581423
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=2 19 -1 24 -5 8 -7 14 9 -6 12 13 -11 -12 -8 16 -10 -14 -13 20 -2 22 -21 -23 -4 29 -22 -28 -29 -26
right_child=1 -3 3 4 5 6 7 -9 15 10 11 18 17 -15 -16 -17 -18 -19 -20 21 26 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=2.2238588136142069e-05 0.00044100317445925762 -3.0722956153997526e-06 0.0067832699388368283 0.018817822150886062 -0.0084243912336667282 0.0016721676238141794 -0.00044678302361043513 0.027920417385175825 0.0060194616305648888 0.027187354596427238 -0.0047187581472098832 -0.017342953727795526 0.019025710616260766 0.021420396834092085 0.0081086359021138726 0.0079008916858583685 -0.0059724836599353709 -0.0080246573846255026 0.0010665429198718447 -0.00043274201129922638 -0.0017112035493952252 9.6867525359311507e-05 -0.0027440186226352255 -0.00072089643609834218 0.0031578200455001045 -0.0063901695368634853 0.0010752582520057086 0.024370869199457745 0.0077378043582519672 -0.0014096242143863788
leaf_weight=986863 784 283330 117 30 65 637 135 20 66 39 20 26 20 43 461 60 363 21 127 5204 62 18516 3378 23764 466 232 59 51 78 925
leaf_count=986863 784 283330 117 30 65 637 135 20 66 39 20 26 20 43 461 60 363 21 127 5204 62 18516 3378 23764 466 232 59 51 78 925
internal_value=1.29582e-06 -7.63067e-05 2.75535e-05 0.00138181 0.00272159 0.00249198 0.00423092 0.00687691 -7.1435e-05 0.00342369 0.00602547 0.00236683 0.0159038 0.0131223 0.00617075 -0.00265168 -0.00412757 0.00517064 -0.00206187 -0.000476135 0.00207887 -0.000528077 -0.00134249 -0.000362767 -0.000260576 -0.000805191 0.00721523 0.0101591 0.0143137 0.000120519
internal_weight=1.32596e+06 335226 990736 3873 2133 2103 1253 616 850 361 296 216 80 63 596 489 429 41 153 51896 1034 50862 8582 42280 1740 1623 250 188 129 1391
internal_count=1325962 335226 990736 3873 2133 2103 1253 616 850 361 296 216 80 63 596 489 429 41 153 51896 1034 50862 8582 42280 1740 1623 250 188 129 1391
cat_boundaries=0 1
cat_threshold=144
is_linear=0
shrinkage=0.05


Tree=304
num_leaves=31
num_cat=1
split_feature=136 57 4 53 100 124 10 23 120 38 53 32 62 23 36 102 61 86 55 65 86 8 7 115 16 118 2 124 120 114
split_gain=1.07021 2.32496 4.94938 6.17799 4.32444 3.90636 3.68087 4.15088 3.49763 3.61628 3.52473 6.0975 5.1787 3.78317 3.38178 5.50818 3.42648 3.92087 3.37335 3.46454 4.04063 3.6013 3.20088 3.16853 3.09045 3.02228 3.34356 3.02027 3.0143 4.99125
threshold=0 213.11775970458987 4.5499999523162851 0.10500000044703485 0.76998996734619152 0.95878320932388317 4.5499999523162851 5.6050000190734872 0.77159520983695995 18.349999427795414 0.58499997854232799 12.949999809265138 0.36471852660179144 6.5850000381469735 18.150000572204593 -0.065599307417869554 0.25769636034965521 0.89539128541946422 6.8250000476837167 8.2049999237060565 0.8653489649295808 9.3499999046325701 3.4500000476837163 -0.70088258385658253 13.344999790191652 -0.80382624268531788 158.50000000000003 0.98897820711135875 -0.25037047266960138 -0.36648726463317866
decision_type=1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 25 8 7 -4 14 10 11 12 -10 -13 16 24 17 -5 19 20 21 -7 -11 -22 -16 26 -3 -8 29 -25
right_child=-2 2 3 5 -6 18 27 -9 9 22 -12 13 -14 -15 15 -17 -18 -19 -20 -21 23 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-1.933901363376143e-05 -4.2819480652935392e-05 -0.00070244295434553398 0.0085259743870842279 0.0010110815686598608 -0.0013564100241671368 0.00093426348235308993 0.00138962451785788 -0.00063375379258429109 0.035157979335957046 0.024241644756473377 0.0011340854825838522 -0.0045345417679184012 0.0092802087310701609 0.016509954504934806 -0.00089059091492225267 -0.003489851651752033 0.00017219297101909743 0.0053663718785878171 0.00026545951199028584 0.0033640524359916479 0.0039039870336733912 0.0055443896561080371 0.003083305894968082 -0.0063934011702341115 0.0034009460463672219 -5.9447955091525956e-05 0.0019051669202783804 0.0095615333926832406 -0.0037062083156449038 0.028118827249854806
leaf_weight=435483 675893 1763 447 3974 6144 1586 2705 171 29 33 3832 90 58 28 1329 1612 86173 594 4792 2715 207 578 39 22 613 90065 4061 118 788 20
leaf_count=435483 675893 1763 447 3974 6144 1586 2705 171 29 33 3832 90 58 28 1329 1612 86173 594 4792 2715 207 578 39 22 613 90065 4061 118 788 20
internal_value=1.23359e-06 4.70366e-05 0.000181742 0.000410374 -7.04624e-05 0.00034459 0.00249635 0.00599149 0.000245901 0.0016739 0.0014758 0.00786343 0.0179061 0.000459068 0.000183675 -0.00132933 0.000242934 0.00157742 0.00125152 0.00205023 0.000935881 0.00216562 0.0127809 -0.00163032 0.00046405 1.19335e-05 0.00111581 0.00173121 -0.00301057 0.010041
internal_weight=1.32596e+06 650069 214586 112553 102033 109112 3441 618 98404 4109 4037 205 87 118 94295 3554 90741 4568 10708 5916 3201 2164 72 1037 1942 95889 5824 2823 830 42
internal_count=1325962 650069 214586 112553 102033 109112 3441 618 98404 4109 4037 205 87 118 94295 3554 90741 4568 10708 5916 3201 2164 72 1037 1942 95889 5824 2823 830 42
cat_boundaries=0 1
cat_threshold=2366
is_linear=0
shrinkage=0.05


Tree=305
num_leaves=31
num_cat=2
split_feature=84 1 120 136 19 60 89 53 97 6 34 55 54 102 17 78 127 99 79 28 8 23 53 136 31 22 64 57 59 87
split_gain=1.05963 3.11472 2.29339 2.99791 2.72872 2.31801 2.30872 2.93617 4.28984 2.70236 2.65051 2.38029 3.03566 2.56402 2.42114 2.61266 4.80764 2.27183 3.3218 3.03447 3.01977 2.62589 2.26547 2.55504 2.51354 2.25326 2.6101 2.59367 2.97121 2.97814
threshold=0.8850238323211671 10.500000000000002 -0.38266885280609125 0 9.5450000762939471 0.21268977969884875 -0.38918149471282953 0.064999999478459372 -0.63965824246406544 12.250000000000002 17.44999980926514 0.10500000044703485 0.10500000044703485 -0.43070289492607111 4.8800001144409189 5.7850000858306894 0.095842104405164733 -0.98980006575584401 4.7049999237060556 1014.0499877929689 7.7500000000000009 4.7850000858306894 3.7649999856948857 1 1007.5499877929689 5.0450000762939462 1.8350000381469729 319.03504943847662 325.65402221679693 0.88469871878623974
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=-1 -2 3 25 -4 -6 7 8 10 22 11 12 13 -5 -15 17 -17 -16 20 21 -19 -20 23 -8 -24 -3 27 28 -27 -30
right_child=1 2 4 6 5 -7 9 -9 -10 -11 -12 -13 -14 14 15 16 -18 18 19 -21 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=1.2541967423382903e-05 0.0004769568608022151 -0.0016666481853768681 -0.0013519417298420034 0.018478518270421775 0.0073520945015308611 -0.00022775527937005319 -0.0070694532785366519 -0.00032096808173306772 0.024811774361878633 -0.0045466244507179421 -0.0052583876923706979 -0.00065088065507233259 -0.0030187131165732425 -0.0058013677265864386 0.0035228537198230131 -0.0016331149836974767 0.0088307794964856516 -0.00063441411877457592 0.012544328275208289 0.0049390692995595082 0.018036362144630402 0.033278696858198252 0.016909839751315305 -0.0011361920584372152 0.00059529987262240389 0.0018024421325401217 0.00019452382676124179 -0.0047449716901062193 0.026173747416275248 0.0054758470878744176
leaf_weight=1217877 16690 1427 9533 32 102 9052 178 34526 20 545 133 527 154 58 151 289 177 67 26 28 32 37 24 6146 1449 2788 23389 146 24 63
leaf_count=1217877 16690 1427 9533 32 102 9052 178 34526 20 545 133 527 154 58 151 289 177 67 26 28 32 37 24 6146 1449 2788 23389 146 24 63
internal_value=-7.58272e-07 -0.000151 -0.000266016 -0.000138611 -0.000759875 -0.000143296 -0.000392688 -0.000220219 0.00178928 -0.00114276 0.00152017 0.0020915 0.0034666 0.00458002 0.00406586 0.00477502 0.00234137 0.00810078 0.011739 0.0186347 0.00540058 0.0247217 -0.000904839 -0.00131617 0.000861117 0.000268503 0.000373166 0.00175624 0.00208639 0.0111856
internal_weight=1.32569e+06 107813 91123 72436 18687 9154 44599 36257 1731 8342 1711 1578 1051 897 865 807 466 341 190 91 99 63 7797 6324 1473 27837 26410 3021 2875 87
internal_count=1325690 107813 91123 72436 18687 9154 44599 36257 1731 8342 1711 1578 1051 897 865 807 466 341 190 91 99 63 7797 6324 1473 27837 26410 3021 2875 87
cat_boundaries=0 1 2
cat_threshold=897 4096
is_linear=0
shrinkage=0.05


Tree=306
num_leaves=31
num_cat=1
split_feature=90 32 124 89 7 17 86 32 33 15 23 15 136 9 38 107 39 32 85 54 88 121 123 0 102 64 86 86 87 82
split_gain=1.04039 3.03645 2.80917 2.49732 2.73599 2.33741 3.91994 2.32853 2.50516 3.5824 2.48525 2.42113 2.36499 3.98936 3.4997 4.29157 3.83483 3.14814 2.55549 2.43806 2.17598 2.11214 2.65097 3.61961 2.54448 3.34487 3.36181 7.17452 4.2971 2.75824
threshold=0.53193446993827831 10.650000095367433 0.53727915883064281 -0.99781402945518483 12.550000190734865 6.0650000572204599 0.825944483280182 16.150000572204593 16.750000000000004 1.6150000095367434 5.1250000000000009 1.3849999904632571 0 1.2500000000000002 11.250000000000002 -0.8135777711868285 12.650000095367433 16.050000190734867 0.74511989951133739 1.1150000095367434 -0.75122481584548939 0.737249255180359 -0.44618082046508784 129.50000000000003 0.84077486395835888 0.39499999582767492 0.86074027419090282 0.86879688501358043 0.86324289441108715 156.01103973388675
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 -3 7 6 -4 12 10 11 -9 -10 13 19 15 -15 -16 -18 -14 -5 -2 24 23 -23 29 -26 -27 28 -28 -20
right_child=1 3 5 4 -6 -7 -8 8 9 -11 -12 -13 18 14 16 -17 17 -19 21 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=3.1301874502940912e-06 -0.0024476383501718189 -0.0049276671132884742 0.023063287198543548 0.023352799421991224 -0.0047322559031489934 -0.0021982761478928923 -0.0049364959446247664 -0.011410797400961448 -0.00012695915811512316 -0.0067734017359947071 -0.0027092109101596925 0.0073404583676282553 -0.0031220360340529483 0.02750773171095976 -0.0036897689426875924 0.0032280935449167515 0.0019351925511604928 0.019202296042607894 -0.0169615382514894 0.0063118551285235129 -0.010915654616923455 0.024185167553110256 0.0015285948033593138 0.0012597493566290448 0.018262498771004818 -0.0022624335945718183 0.035292606222044144 0.0020593999168304067 0.0086616455464426315 -0.00029564496046705389
leaf_weight=1315731 137 274 25 32 305 587 25 107 871 185 352 124 597 28 340 52 1182 27 25 61 170 36 163 33 34 253 28 297 33 3576
leaf_count=1315731 137 274 25 32 305 587 25 107 871 185 352 124 597 28 340 52 1182 27 25 61 170 36 163 33 34 253 28 297 33 3576
internal_value=-7.23455e-07 -0.000509847 -0.00320785 -0.000227327 -7.99879e-05 -0.00131431 0.0090634 8.82128e-05 -0.00160344 -0.000384275 -0.00473769 0.000803654 0.000496131 0.00209107 0.00152819 0.011726 0.00100151 0.00232081 -4.90705e-05 0.0121754 -0.00713677 0.000360503 0.00500603 0.0132208 0.000106673 0.00299876 0.00214938 0.00526723 0.0208857 -0.000411348
internal_weight=1.32569e+06 9959 944 9015 8741 637 50 8436 1639 1180 459 995 6797 1722 1629 80 1549 1209 5075 93 307 4478 232 69 4246 645 611 358 61 3601
internal_count=1325690 9959 944 9015 8741 637 50 8436 1639 1180 459 995 6797 1722 1629 80 1549 1209 5075 93 307 4478 232 69 4246 645 611 358 61 3601
cat_boundaries=0 1
cat_threshold=2562
is_linear=0
shrinkage=0.05


Tree=307
num_leaves=31
num_cat=2
split_feature=18 84 38 34 88 6 90 136 91 117 32 34 107 112 54 26 35 121 8 69 52 67 13 98 69 96 18 136 61 73
split_gain=0.989938 1.92686 1.17778 3.74781 1.09918 0.992001 2.7239 3.0058 3.08915 2.78772 2.50135 2.7909 4.12018 3.31146 3.05448 5.13355 3.77303 2.53096 2.46957 4.3422 3.60671 3.14173 2.90882 3.10972 3.18205 2.68446 2.82946 2.67055 2.44077 2.43835
threshold=2.9850000143051152 0.73649224638938915 6.5499999523162851 9.0500001907348651 -0.6583818495273589 9.4499998092651385 0.31388051807880407 0 0.21889609843492511 0.99535831809043895 15.050000190734865 13.750000000000002 -0.84199547767639149 -0.47714059054851526 0.58499997854232799 335.50000000000006 11.750000000000002 -0.63605400919914235 11.750000000000002 291.13885498046881 0.2650000005960465 1.3949999809265139 2.1450001001358037 -0.90562427043914784 304.88742065429693 0.10303907096385957 7.4149999618530282 1 0.26819320023059851 0.90337550640106212
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=1 -1 3 4 -2 18 -7 8 -8 10 11 13 -13 -9 15 -15 -17 -14 -4 25 21 -21 23 24 28 -20 -27 -22 -23 -24
right_child=2 -3 5 -5 -6 6 7 9 -10 -11 -12 12 17 14 -16 16 -18 -19 19 20 27 22 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00034665354779607276 0.006549555681307208 -0.014223080817221977 -2.8028278375977426e-07 0.023657950920327991 -0.0060838817774007126 -8.4594567934170026e-05 -0.0034043767459151584 -0.0026002257840465051 -0.014332514839406941 -0.011491592311910515 -0.0064293259899369237 0.021929687049625252 0.0091892356924380709 -0.00027824280195409894 -0.00016412364781046146 0.0049157940236658889 0.028730114931479478 -2.2105012914133178e-05 4.7051056255056136e-05 -0.001257415241857488 0.0015131035674751027 -0.0036364947361024942 0.0014926901946221165 0.0055173532860941475 0.03099841409921646 -0.001855403123619525 0.015953082215316869 0.0001742678207915263 0.015630994010000274 0.013929724307774111
leaf_weight=82 33 36 1083300 22 36 181585 635 953 72 58 157 29 101 77 325 29 39 285 41638 252 7209 22 472 301 25 38 54 7717 65 43
leaf_count=82 33 36 1083300 22 36 181585 635 953 72 58 157 29 101 77 325 29 39 285 41638 252 7209 22 472 301 25 38 54 7717 65 43
internal_value=-6.87281e-07 -0.00458014 -2.79627e-07 0.00568781 -4.1803e-05 -6.70138e-07 -0.00010829 -0.00166725 -0.00445428 -0.000682448 -0.000371618 0.000145825 0.00375367 -0.000906358 0.00252823 0.00856281 0.018574 0.00238812 1.67153e-05 0.000335052 0.00103241 0.00369352 0.00503796 0.00816391 0.0152765 6.59016e-05 0.0085974 0.000822033 0.0107588 0.00253112
internal_weight=1.32569e+06 118 1.32557e+06 91 69 1.32548e+06 184345 2760 707 2053 1995 1838 415 1423 470 145 68 386 1.14114e+06 57836 16106 1180 928 413 112 41730 92 14926 87 515
internal_count=1325690 118 1325572 91 69 1325481 184345 2760 707 2053 1995 1838 415 1423 470 145 68 386 1141136 57836 16106 1180 928 413 112 41730 92 14926 87 515
cat_boundaries=0 1 2
cat_threshold=5217 3856
is_linear=0
shrinkage=0.05


Tree=308
num_leaves=31
num_cat=2
split_feature=84 1 121 66 112 63 59 63 136 32 75 79 22 79 0 71 136 10 4 62 61 111 11 55 79 57 97 89 91 37
split_gain=0.956164 2.8033 2.15303 2.86581 2.41517 2.84798 2.3231 2.27349 2.23754 2.85067 2.80942 3.75867 2.64806 2.08172 2.11664 2.07447 2.01736 2.29613 2.95524 2.18462 2.85488 2.98706 2.0118 1.97832 2.75708 2.6214 1.99922 1.99714 3.6364 3.09531
threshold=0.8850238323211671 10.500000000000002 -0.53727915883064259 4.0050001144409189 0.18222858756780627 0.73322308063507091 323.73489379882818 0.47536084055900579 0 12.949999809265138 0.61847716569900524 14.105000019073488 4.9449999332427987 9.1949996948242205 325.50000000000006 328.47592163085943 1 5.4500000476837167 8.0500001907348651 0.31243844330310827 0.35466735064983373 0.9837547540664674 16.849999427795414 6.5250000953674325 38.715000152587898 323.55961608886724 -0.99962997436523426 -0.87483674287796009 -0.94505387544631947 14.650000095367433
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 8 6 -5 -6 7 -4 9 12 11 15 -3 14 -8 -11 17 18 -2 20 21 -19 23 24 25 26 -13 28 29 -28
right_child=1 2 3 4 5 -7 13 -9 -10 10 -12 22 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.1981958815997253e-05 0.0040149807767436161 -0.0057924283610191196 -0.0018559145933123361 -0.00027431607907659551 0.0018479452156628083 0.01711534909693347 0.0036908992656296299 -0.00035009858884318132 -0.00028870073427143616 0.00066341005880577212 0.00027421018445900926 -0.0095704618608579047 -0.00015078180754978248 0.0011915250507656546 0.023969543996182355 -0.013549026252272037 0.00023103473746688224 -0.0081166440353653072 0.01986525807878934 0.0021790889656346942 0.0027953182971872381 0.0019166317422185904 -0.0085128432523240063 0.00034771588190737044 0.017643389564294083 -0.0035222640885373586 0.016520110510475843 0.0061113347875983116 -0.00091617227695446396 -0.0052645078402499415
leaf_weight=1217877 363 213 7287 19621 112 42 31 3821 40512 2054 6333 24 8855 248 22 26 14378 209 32 1370 223 115 34 348 39 103 63 1031 282 22
leaf_count=1217877 363 213 7287 19621 112 42 31 3821 40512 2054 6333 24 8855 248 22 26 14378 209 32 1370 223 115 34 348 39 103 63 1031 282 22
internal_value=-6.52281e-07 -0.000143371 -0.000252486 -0.000589439 -0.000225362 0.00601178 -0.00122049 -0.00133793 -7.71818e-05 0.00036387 0.000930736 0.00196347 -0.0002833 0.00311377 0.0121084 0.000485755 0.000452366 0.00181993 0.00529905 0.00111254 -0.0015587 -0.00455545 0.00354293 0.00375732 0.00451597 0.00418026 0.00473817 0.00498382 0.00181631 0.0108817
internal_weight=1.32569e+06 107813 91123 31184 19775 154 11409 11108 59939 19427 10359 4026 9068 301 53 2080 16690 2312 395 1917 547 324 1946 1912 1564 1525 1422 1398 367 85
internal_count=1325690 107813 91123 31184 19775 154 11409 11108 59939 19427 10359 4026 9068 301 53 2080 16690 2312 395 1917 547 324 1946 1912 1564 1525 1422 1398 367 85
cat_boundaries=0 1 2
cat_threshold=897 80
is_linear=0
shrinkage=0.05


Tree=309
num_leaves=31
num_cat=0
split_feature=6 90 35 115 119 87 18 104 106 93 84 83 90 77 15 57 22 91 7 63 9 8 69 92 118 106 91 58 23 104
split_gain=0.936217 2.87382 2.09015 2.23199 1.93385 1.87022 2.93406 1.82655 4.90856 1.62609 2.29678 2.56464 2.35594 1.59189 1.57667 1.55912 2.137 1.85926 2.98914 1.47466 2.37725 1.40989 4.5343 2.73997 2.57829 2.74746 2.4179 2.92067 2.28425 2.30403
threshold=13.250000000000002 0.01914148218929768 10.050000190734865 -0.59480014443397511 0.9170251488685609 0.89780420064926159 7.4149999618530282 -0.52661165595054615 -0.42001883685588831 -0.77239006757736195 0.89022922515869152 319.46264648437506 -0.85498112440109242 52.774999618530281 1.485000014305115 199.14876556396487 5.8550000190734872 -0.77548134326934803 12.550000190734865 0.51236635446548473 18.050000190734867 12.150000095367433 308.77645874023443 -0.58900043368339527 0.9170251488685609 -0.90285596251487721 -0.094242271035909639 315.02281188964849 7.4849998950958261 0.33503086864948278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 4 3 -3 9 7 -7 8 -6 10 14 19 -13 -8 -2 16 17 -4 -19 -12 -21 -1 23 24 25 -23 -27 28 29 -28
right_child=1 2 15 -5 5 6 13 -9 -10 -11 11 12 -14 -15 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.2552837108010339e-05 0.0059660182981234461 -0.0042900130551840575 -0.012524963792945657 0.013566516850093781 -0.0020488810965396237 0.024051531485747547 -0.0039146271336710815 0.00067509110491924935 0.028441302833909339 -0.00022009184935648757 -0.0055938267491149668 -0.0010626549716107549 0.016767582438081841 0.013009323113753149 -0.0048384710176405327 -0.0027606185012860451 -0.013885394904077095 -0.0059005370788644401 0.016759158035909587 0.016269777821920194 -0.005760988110676408 -0.0033991373310613103 0.00086722647198022381 0.00010733644111546802 -0.0071609723856201086 -0.00083086052580377877 0.0025683649979488755 -0.011006099925272995 -0.013331469953603424 -0.011454073209315539
leaf_weight=1165402 36 35 35 35 33 24 33 682 22 22586 98 32 44 24 544 410 89 43 22 24 25 852 19316 107784 158 5958 1245 45 24 30
leaf_count=1165402 36 35 35 35 33 24 33 682 22 22586 98 32 44 24 544 410 89 43 22 24 25 852 19316 107784 158 5958 1245 45 24 30
internal_value=-6.19689e-07 -0.000304466 -0.00353718 0.00463825 -0.000215125 0.00217455 0.00938615 0.00138196 0.0101472 -0.000298701 -0.00250975 0.0018028 0.00926011 0.00321125 -0.00416785 -0.00449257 -0.00824971 -0.00323395 0.0017689 -0.00205269 0.00502959 5.1909e-06 0.0001579 3.98821e-05 -0.000834818 -0.000712236 -0.000398727 0.00151694 0.00195076 0.00223843
internal_weight=1.32569e+06 24876 669 70 24207 818 81 737 55 23389 803 223 76 57 580 599 189 100 65 147 49 1.30081e+06 135412 116096 8312 8154 7302 1344 1299 1275
internal_count=1325690 24876 669 70 24207 818 81 737 55 23389 803 223 76 57 580 599 189 100 65 147 49 1300814 135412 116096 8312 8154 7302 1344 1299 1275
is_linear=0
shrinkage=0.05


Tree=310
num_leaves=31
num_cat=1
split_feature=87 59 126 120 27 11 106 58 100 20 20 56 136 41 80 87 102 82 38 32 15 89 76 120 26 30 77 41 41 28
split_gain=1.32588 2.0758 2.14834 2.20969 2.38459 4.38115 3.25038 3.23409 2.43755 2.2721 2.22167 2.20046 2.02577 2.33184 2.09424 2.67104 2.36579 1.92476 1.90633 1.81375 2.36674 2.28332 2.10879 2.71138 2.47397 4.68482 1.93359 1.88664 1.81774 1.79963
threshold=0.88787633180618297 70.34589004516603 -0.99353402853012074 -0.98321744799613942 336.50000000000006 11.650000095367433 1.0000000180025095e-35 278.91940307617193 0.81090700626373302 5.5450000762939462 5.5250000953674325 285.65959167480474 0 13.050000190734865 330.23051452636724 0.88983914256095897 -0.97399494051933277 278.65470886230474 12.949999809265138 13.150000095367433 1.8750000000000002 0.61425825953483593 32.875000000000007 -0.62249094247817982 314.50000000000006 1014.4500122070314 12.934999942779543 11.250000000000002 10.949999809265138 1013.9500122070314
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 -5 6 10 -7 -9 11 -6 17 13 19 -14 -16 -17 18 -4 20 21 26 29 24 -24 -26 -3 28 -22 -21
right_child=1 12 3 4 5 7 -8 8 -10 -11 -12 -13 14 -15 15 16 -18 -19 -20 22 27 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=6.8305047656383269e-06 0.010412051158614065 -0.00086928770016945491 -0.0084652288429661778 -0.0025274543654063742 -0.013099715218413622 0.001379663201726296 0.015253553175452081 0.027482395819388328 0.0088996114509306314 -0.0072791169844187639 -0.0017883775674719547 0.01959779973734509 -5.3103787397278817e-05 0.014160686382954871 -0.0037771090863047024 0.015679407070931649 0.0017691479854361658 -0.0075687993317842487 0.006883317601334836 -0.00090711001607236971 -0.00057622952355647382 -0.011988214551117914 0.0034424543221864634 0.0010043115027687541 0.027542116684285373 -0.0020257447136654743 -0.00353297731905069 -0.0111595188522534 0.010834107921857919 0.0005214104477369657
leaf_weight=1229970 38 1655 23 2580 60 110 22 25 60 49 157 22 64963 27 223 31 2186 36 168 4390 12715 58 85 466 37 21 1158 42 35 4429
leaf_count=1229970 38 1655 23 2580 60 110 22 25 60 49 157 22 64963 27 223 31 2186 36 168 4390 12715 58 85 466 37 21 1158 42 35 4429
internal_value=-7.1291e-06 -0.000186223 -0.00140891 -0.00154454 -0.00195063 0.00147839 -0.00305933 0.00704 0.0143651 0.00256274 -0.00491594 0.00449949 -0.000141952 -0.000525106 9.0995e-07 0.00143899 0.00196365 0.00303621 0.00503506 -0.000541118 -0.000870934 -0.0021683 6.81474e-06 0.00285244 0.00887501 0.0168365 -0.00196582 -0.000579758 -0.000544907 -0.000189691
internal_weight=1.32584e+06 95871 3350 3312 3014 434 239 195 85 298 217 249 92521 25118 67403 2440 2217 227 191 25091 15663 2871 9428 609 143 58 2813 12792 12750 8819
internal_count=1325841 95871 3350 3312 3014 434 239 195 85 298 217 249 92521 25118 67403 2440 2217 227 191 25091 15663 2871 9428 609 143 58 2813 12792 12750 8819
cat_boundaries=0 1
cat_threshold=4243
is_linear=0
shrinkage=0.05


Tree=311
num_leaves=31
num_cat=1
split_feature=87 59 55 52 59 60 126 90 3 120 28 38 29 31 87 9 63 82 3 25 89 136 58 65 69 56 60 25 105 89
split_gain=1.19661 1.87341 2.34195 2.54762 2.94834 2.4603 2.55936 3.32912 3.12552 2.44843 2.38087 2.37735 4.63879 4.62796 3.28278 2.5427 2.80723 2.57892 2.63489 2.24803 2.15656 2.09625 3.02316 2.8911 2.12367 2.31638 3.12992 2.59245 2.53157 3.37482
threshold=0.88787633180618297 70.34589004516603 0.064999999478459372 0.064999999478459372 187.65435028076175 0.6780836582183839 0.078456107527017607 -0.99858680367469776 342.50000000000006 -0.8703225553035735 1014.6499938964845 16.050000190734867 1014.7500000000001 1013.9500122070314 0.89482408761978161 3.1499999761581425 0.37878321111202246 258.31866455078131 238.50000000000003 268.50000000000006 -0.76653149724006642 0 160.1215515136719 1.5149999856948855 327.09605407714849 216.27301025390628 0.27165152132511144 324.50000000000006 -0.51381656527519215 -0.649174004793167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 6 11 -8 9 -9 -3 13 -13 14 -6 -16 19 -18 -19 -17 -14 23 -23 -4 -25 -26 27 -27 29 -29
right_child=1 2 21 -5 5 -7 7 8 -10 -11 -12 12 20 -15 15 16 17 18 -20 -21 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=6.4889790629637292e-06 -0.0013384676399339275 -0.011334513613837771 0.0010206876185016665 -0.00020251475058841444 -0.0089016168378293521 0.020986392721533777 0.026061425021006945 0.0094573921188853237 0.022240924514615193 0.00060192159004021856 0.0082266814474548627 -0.003003208026618881 0.0033770019840449099 -0.0023563318884370324 0.00038689338155866912 0.010799481885750658 0.025407679637719411 0.014422929687830417 -0.0020050286903055027 0.031292862119153143 0.026596386954188346 -0.0022151141793456688 -0.00034456632316489695 -0.00017545464627411348 -0.001608531384915261 -0.0056375829789500967 0.0017263510882662789 0.0080006900121984276 0.0072379181135164691 0.035392836223102429
leaf_weight=1229970 3350 60 6462 1286 24 20 21 132 26 191 21 344 20 156 48 23 20 46 52 32 20 2297 36229 43429 395 26 990 23 106 22
leaf_count=1229970 3350 60 6462 1286 24 20 21 132 26 191 21 344 20 156 48 23 20 46 52 32 20 2297 36229 43429 395 26 990 23 106 22
internal_value=-6.77265e-06 -0.000176912 -0.000134854 0.0013618 0.00296348 0.00359952 0.00329845 0.00672675 0.00556334 0.00422088 -0.00626309 0.00168257 -0.00112926 0.00437519 0.00866138 0.0105687 0.0133937 0.00904531 0.00570605 0.0227229 0.0149867 -0.000177136 -0.000455974 3.17292e-05 -0.000110307 0.00170104 0.00282124 0.0089452 0.0114561 0.0213924
internal_weight=1.32584e+06 95871 92521 2542 1256 1175 1155 370 349 323 81 785 384 401 245 221 173 118 98 55 40 89979 38526 51453 44991 1562 1167 177 151 45
internal_count=1325841 95871 92521 2542 1256 1175 1155 370 349 323 81 785 384 401 245 221 173 118 98 55 40 89979 38526 51453 44991 1562 1167 177 151 45
cat_boundaries=0 1
cat_threshold=1892
is_linear=0
shrinkage=0.05


Tree=312
num_leaves=31
num_cat=0
split_feature=101 122 87 37 0 53 64 94 85 2 27 109 73 67 123 32 20 64 60 115 6 15 65 100 37 72 2 124 96 10
split_gain=1.12186 2.85548 3.21806 4.10228 3.01898 4.00641 3.48737 3.32124 4.3145 3.69071 4.55931 3.6487 5.38941 4.56703 4.24723 4.08762 3.95539 4.44676 3.64185 3.41813 3.88116 4.55437 3.37712 3.29184 3.23433 3.51008 3.16304 3.22982 3.23914 3.28439
threshold=-0.064435686916112886 -0.9366365075111388 0.78589606285095226 17.750000000000004 159.50000000000003 1.1250000000000002 5.5750000476837167 -0.88102972507476796 0.8228479027748109 295.50000000000006 337.50000000000006 0.63509598374366771 0.57568594813346874 2.1550000905990605 0.41467745602130895 14.650000095367433 5.0750000476837167 2.0149999856948857 0.26516209542751318 -0.66259482502937306 2.1499999761581425 0.70499998331069957 0.99500000476837169 -0.62696632742881764 18.94999980926514 0.5338655710220338 102.50000000000001 -0.30069434642791742 -0.50512742996215809 4.7500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -3 9 10 11 12 13 18 15 16 -15 -18 19 20 21 -9 -22 -21 -7 -26 -20 -28 29 -29
right_child=-2 4 3 -5 -6 24 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 -19 26 23 22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.00038255189303611735 9.6383799285010233e-06 -0.00039050614062441694 0.00025271130497670706 0.0021144844708073885 -0.00040934922589530429 -0.00022525043438333171 -0.0027455852601835635 0.036700338799329033 0.00091697444869282853 -0.0011288626526549381 0.026159871336072685 -0.0026265955247277493 0.0011426948941058561 0.046388796042828334 0.0060421472066082066 0.010105334504104188 0.0032382676510938576 0.034448067333549263 -0.0010289794241543861 0.0099290036729403914 -0.0044971795905647529 0.0070850291255149331 0.013714953663293273 0.034397631476383125 0.0033460874628746355 -0.00057100719903776728 0.0031281901914133833 0.0013957889123748129 0.028802533771980693 0.02289027349540481
leaf_weight=8265 1181554 1575 8873 4439 80981 32839 504 21 2524 292 25 156 491 21 96 56 21 25 224 28 70 34 40 27 1358 988 208 52 27 27
leaf_count=8265 1181554 1575 8873 4439 80981 32839 504 21 2524 292 25 156 491 21 96 56 21 25 224 28 70 34 40 27 1358 988 208 52 27 27
internal_value=-6.43401e-06 -0.000138049 0.000392395 0.000873535 -0.000231321 0.000114166 0.00125019 0.00158361 0.00227996 0.00405234 0.00496982 0.00464361 0.0054162 0.00756389 0.0139238 0.0200754 0.0284085 0.0202001 0.00572639 0.0111461 0.00754784 0.0183927 0.00212541 0.0219409 -9.712e-05 0.00169643 0.00351015 0.00674825 0.0138518 0.00874201
internal_weight=1.32584e+06 144287 21577 13312 122710 41729 6544 6040 4465 1941 1649 1624 1468 977 219 123 67 46 758 220 165 55 110 55 35185 2346 538 314 106 79
internal_count=1325841 144287 21577 13312 122710 41729 6544 6040 4465 1941 1649 1624 1468 977 219 123 67 46 758 220 165 55 110 55 35185 2346 538 314 106 79
is_linear=0
shrinkage=0.05


Tree=313
num_leaves=31
num_cat=1
split_feature=89 136 34 39 79 95 25 41 6 95 116 34 127 106 110 0 86 12 17 123 92 52 86 103 2 60 31 60 104 37
split_gain=1.11764 2.68907 4.50858 3.71824 3.14144 3.51159 3.426 3.04111 3.83813 5.31158 3.07958 2.9349 2.83159 2.77704 3.23121 2.67806 2.6221 3.54726 3.53972 2.91174 2.52126 3.63093 2.69788 2.39857 2.316 2.29971 2.19574 2.19473 3.02959 2.23706
threshold=0.75777408480644237 0 10.84999990463257 11.949999809265138 3.6650000810623173 0.98434945940971386 284.50000000000006 11.650000095367433 7.8500001430511483 0.6878752112388612 0.59480014443397533 12.34999990463257 -0.095842104405164705 -0.76038652658462513 0.62070959806442272 318.50000000000006 0.6449517309665681 0.63499999046325695 8.7100000381469744 -0.50751903653144825 -0.97466439008712757 1.6349999904632571 0.91416063904762279 -0.68468135595321644 224.50000000000003 0.34976200759410864 1023.5499877929689 0.33050423860549932 -0.95964643359184254 12.949999809265138
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 13 4 -4 6 -6 8 9 -8 -10 -5 23 14 -3 20 19 18 -18 -14 21 -13 25 -2 -23 -22 -19 -17 -29 -30
right_child=1 2 3 11 5 -7 7 -9 10 -11 -12 15 16 -15 -16 27 17 26 -20 -21 22 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-3.1440256162831094e-06 0.010041441702596306 -0.0053916004199602808 0.022004979839991959 -0.0068672621496268793 -0.010049558495215717 -0.014597989074436241 -0.0049320354903544736 0.023997260949108753 0.024455670065021723 0.018140763981888693 0.0062997161238551305 -0.011580128026774751 -0.014826033363232807 -0.011243207838839574 0.017022987538948656 -0.0060087846466383744 0.029549433852788871 0.0013362354596747976 0.0026215883545004405 0.0049528202507644892 0.0022892122549920814 -0.006180755011020945 0.016306083020754158 -0.0028764818428431566 0.0067544704793977579 -0.0024204385067612211 0.013996254172442216 0.012904900209488056 0.0076967762902292406 -0.0051158379374367262
leaf_weight=1320321 38 82 21 262 42 29 148 20 29 30 120 106 49 188 20 427 23 1597 26 30 720 65 28 661 74 405 35 38 43 164
leaf_count=1320321 38 82 21 262 42 29 148 20 29 30 120 106 49 188 20 427 23 1597 26 30 720 65 28 661 74 405 35 38 43 164
internal_value=-6.11231e-06 -0.000716093 -0.00170198 -0.00108676 0.0031346 0.00218656 0.00343786 0.00507034 0.00391273 -0.00104336 0.00983343 -0.00188144 0.000515984 -0.00763922 -0.000996583 -0.00125038 0.00158735 0.00200573 0.0152612 -0.00731508 -3.49519e-06 -0.00460984 0.000975304 -0.00217422 0.000705624 0.000593738 0.00160774 -0.00384435 -7.20401e-05 -0.00245428
internal_weight=1.32584e+06 5520 3061 2771 439 418 389 347 327 178 149 2332 2459 290 102 2070 1760 1681 49 79 1398 245 1153 699 139 1125 1632 672 245 207
internal_count=1325841 5520 3061 2771 439 418 389 347 327 178 149 2332 2459 290 102 2070 1760 1681 49 79 1398 245 1153 699 139 1125 1632 672 245 207
cat_boundaries=0 1
cat_threshold=6592
is_linear=0
shrinkage=0.05


Tree=314
num_leaves=31
num_cat=1
split_feature=87 88 64 73 136 122 113 60 90 2 31 31 33 58 78 65 93 87 62 90 33 3 98 83 31 107 93 113 99 63
split_gain=1.0742 1.94432 2.62404 3.14724 2.80278 2.86998 2.8139 2.93364 3.58803 2.56199 2.91805 2.37934 2.36077 2.27724 2.69972 2.60337 2.34222 2.60067 2.39367 3.21121 2.65016 2.61834 2.29077 2.08507 2.02397 1.98673 1.97821 2.58312 1.97549 1.97518
threshold=0.88787633180618297 0.31450854241847997 33.465000152587898 0.89038214087486278 0 -0.095842104405164705 -0.52247866988182057 0.26859693229198461 -0.10838020965456961 218.50000000000003 1013.9500122070314 1016.9500122070314 12.250000000000002 173.49660491943362 17.295000076293949 1.3550000190734866 0.71014758944511425 0.89254853129386913 0.41039294004440313 -0.79524603486061085 12.050000190734865 323.50000000000006 -0.60417175292968739 317.16250610351568 1011.7500000000001 -0.80087122321128834 -0.85856032371520985 -0.74892720580101002 -0.98927801847457875 0.28001773357391363
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 13 6 -6 11 12 -5 24 29 -9 14 22 -16 17 -15 19 20 21 -19 26 25 -11 -17 27 -3 -21 -8
right_child=1 2 -4 9 5 -7 7 8 -10 10 -12 -13 -14 16 15 23 -18 18 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.7583425451777073e-06 -0.00012869968268036934 -0.0058628278618146276 -0.011261855434876547 -0.0072726301562327615 -0.0041094980725371964 -0.0079983889107778962 0.0038129629716277119 0.015244866463000932 0.020235443843256047 0.0063677461736876039 -5.9855457108754374e-05 0.011813765894621612 -0.0050577874471329984 -0.0067659078180440707 -0.018010466303676368 0.0096274389031653605 0.0061220956085365 0.0042538817144102525 0.0039493920160764348 0.0074799725009749339 -0.00075212150726369342 0.025996847623027865 -0.0014456306472614719 0.0090097536175215449 0.025689441597822944 -0.0067515231209036748 0.018584538420179375 0.014042465718319783 -0.0058349587331609568 -0.013458171737741451
leaf_weight=1229970 93174 28 67 26 471 283 25 21 41 23 39 20 45 226 20 24 97 45 207 30 190 20 48 55 33 81 54 39 390 49
leaf_count=1229970 93174 28 67 26 471 283 25 21 41 23 39 20 45 226 20 24 97 45 207 30 190 20 48 55 33 81 54 39 390 49
internal_value=-5.8067e-06 -0.000167009 -0.00149049 -0.00124156 -0.0016214 -0.00373552 -0.00199588 0.00295694 0.00861864 0.0066346 0.0104408 -0.00348778 0.00140215 -0.00029624 0.00325841 -0.00100271 -0.00132822 -0.00198046 -0.000754254 -0.00219671 0.00222925 0.010944 0.00779687 0.00112326 0.0177537 -0.00300776 0.0114633 0.00572384 -0.00488389 -0.00762333
internal_weight=1.32584e+06 95871 2697 2630 2509 955 672 201 107 121 95 94 66 1554 349 180 1205 1108 882 675 255 65 169 160 56 105 121 67 420 74
internal_count=1325841 95871 2697 2630 2509 955 672 201 107 121 95 94 66 1554 349 180 1205 1108 882 675 255 65 169 160 56 105 121 67 420 74
cat_boundaries=0 1
cat_threshold=1635
is_linear=0
shrinkage=0.05


Tree=315
num_leaves=31
num_cat=1
split_feature=124 80 122 90 57 41 56 28 84 62 92 27 80 71 136 122 72 61 78 72 10 52 75 8 121 63 56 66 74 84
split_gain=1.12675 2.65984 3.18469 1.91452 1.72592 1.69231 1.47384 1.4683 1.39881 2.3559 2.39055 2.55756 1.94108 1.81149 1.64372 2.31505 2.1628 2.12653 1.66038 3.53206 1.63892 1.94226 1.94101 1.80281 1.57016 1.57457 1.62709 1.95284 2.06065 1.73816
threshold=-0.89490029215812672 314.49545288085943 -0.99901017546653736 0.92983645200729381 340.83163452148443 13.550000190734865 297.31990051269537 1008.3500061035157 0.8109337091445924 0.26826338469982153 -0.51500180363655079 331.50000000000006 310.57101440429693 302.96112060546881 0 -0.41467745602130884 0.31300786137580877 0.46690486371517187 18.664999961853031 0.8470854163169862 4.7500000000000009 0.82499998807907116 0.33481125533580786 1.3499999642372134 0.28400452435016638 0.24680136144161227 189.3068542480469 0.97500002384185802 0.61670076847076427 0.83709299564361583
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 6 7 8 -4 -1 10 12 -12 24 -14 15 16 -11 -16 -18 -20 23 -22 -23 -17 25 -10 27 -27 -29 -28
right_child=-2 2 3 -5 -6 -7 -8 -9 9 14 11 -13 13 -15 17 20 18 -19 19 -21 21 22 -24 -25 -26 26 29 28 -30 -31
leaf_value=2.3695082146907318e-05 2.0015091630789118e-05 0.015940745361149311 -0.0084145466061249282 0.012163489984348417 -0.0058789081792094446 -0.015240553507338401 -0.00090081514591900812 -0.0014753682563512843 -0.0098787828584512086 0.015483422033608921 -0.00084669268261103976 0.01730630765669048 0.016312767258135692 -0.0042178175158121374 -0.0014165249370745479 -0.0036136442833319023 0.0017150434579004622 -0.00011782076253325409 0.021874603670245657 -0.0052518898714333778 -0.01549772400265703 -0.014080747793195771 -0.0011127273576103445 0.001552803449283692 -0.0083998667836353621 -0.0064521111315116288 -0.0090753392259381258 0.019955655164980834 0.00040762599507745891 -0.00065885703519509152
leaf_weight=96105 1201317 26 78 25 129 23 5387 3364 75 31 650 20 21 22 4550 198 1141 10259 30 20 26 30 756 1147 238 28 98 26 28 164
leaf_count=96105 1201317 26 78 25 129 23 5387 3364 75 31 650 20 21 22 4550 198 1141 10259 30 20 26 30 756 1147 238 28 98 26 28 164
internal_value=5.1658e-06 -0.000137893 -0.00149359 -0.00162347 -9.85575e-05 -0.00172295 -9.23975e-05 -0.00163262 -5.47455e-05 -0.00044019 -0.00243968 -0.000304812 -0.00448305 0.00580875 -0.00028958 0.000704346 0.00244521 -0.000516493 0.00210585 0.011024 -0.000278638 -0.00205244 -0.00160769 0.000792241 -0.00515664 -0.00331442 -0.00188324 0.00426343 0.00981964 -0.00380701
internal_weight=1.32601e+06 124695 3516 3490 121179 3465 121050 3442 115663 19558 1370 670 700 43 18188 3379 1222 14809 1191 50 2157 812 786 1345 657 419 344 82 54 262
internal_count=1326012 124695 3516 3490 121179 3465 121050 3442 115663 19558 1370 670 700 43 18188 3379 1222 14809 1191 50 2157 812 786 1345 657 419 344 82 54 262
cat_boundaries=0 1
cat_threshold=290
is_linear=0
shrinkage=0.05


Tree=316
num_leaves=31
num_cat=0
split_feature=124 80 122 90 57 41 77 108 53 6 7 15 42 65 111 72 17 120 52 105 30 3 2 93 88 61 21 98 93 106
split_gain=1.01689 2.4005 2.87419 1.72785 1.55764 1.52731 1.38884 3.56342 3.55313 4.96732 4.51094 3.87309 3.74868 4.80619 4.28533 3.72625 3.51412 3.44404 3.43182 3.75699 3.98131 3.39025 3.37345 3.35861 4.64042 4.11997 3.40795 3.49899 3.21335 3.19176
threshold=-0.89490029215812672 314.49545288085943 -0.99901017546653736 0.92983645200729381 340.83163452148443 13.550000190734865 6.4049999713897714 -0.9347114861011504 0.30500000715255743 2.7500000000000004 4.9500000476837167 0.84499999880790722 10.449999809265138 1.2749999761581423 0.44556707143783575 0.69268232583999645 12.50999975204468 0.72534674406051647 2.2749999761581425 -0.99638769030570973 1012.6499938964845 341.50000000000006 247.50000000000003 -0.25804260373115534 -0.69881173968315113 0.29855366051197058 5.6749999523162851 -0.97835612297058094 -0.63398799300193776 -0.87011724710464466
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4 7 16 9 10 11 -8 -10 22 17 23 -2 -15 19 20 28 -11 -14 24 25 -13 27 -26 -19 -23
right_child=6 2 3 -5 -6 -7 8 -9 12 21 -12 15 13 14 -16 -17 -18 18 -20 -21 -22 29 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-8.7777617338899222e-05 0.0042089307379688861 0.015143708042943708 -0.0015509877360273625 0.011555315453559161 -0.0055849627710792219 -0.014478525956687721 -0.011003149370662869 -2.3676507007295087e-05 3.6186287278561293e-05 0.00017148011117558231 -0.00076037518671294522 0.02738240977438788 -0.0011227484534625427 -0.0013109685442573528 0.0013853697729948667 0.0025458442722450557 0.00034434291236835651 0.011883801717038562 8.6786190790007821e-05 0.001432604998955503 0.0013945110933855176 0.010714097059072785 0.0042275297726635363 0.0045248836393889267 0.0186365011211654 0.0091990458763251872 0.015105836750303548 -0.0036573319975352868 0.033216349236787332 0.0019600579380102596
leaf_weight=121050 978 26 3442 25 129 23 40 813426 357214 12056 582 66 363 3655 5836 872 1476 41 500 125 40 111 1564 424 22 59 67 88 31 1681
leaf_count=121050 978 26 3442 25 129 23 40 813426 357214 12056 582 66 363 3655 5836 872 1476 41 500 125 40 111 1564 424 22 59 67 88 31 1681
internal_value=4.90751e-06 -0.000130998 -0.00141891 -0.0015423 -9.36296e-05 -0.0016368 1.90143e-05 -1.79371e-05 9.72318e-05 0.000825092 0.00302076 0.00436424 6.5569e-05 0.000929076 0.000497519 0.00474891 0.00188451 -0.00068224 0.00243581 0.00739156 0.0140422 0.0004731 0.00321967 0.00739502 0.0114246 0.0187999 0.0062161 0.000801435 0.0210686 0.0025023
internal_weight=1.32601e+06 124695 3516 3490 121179 3465 1.20132e+06 815880 385437 16068 2220 1638 369369 12155 10228 1598 2454 4392 737 237 112 13848 1927 726 302 125 177 110 72 1792
internal_count=1326012 124695 3516 3490 121179 3465 1201317 815880 385437 16068 2220 1638 369369 12155 10228 1598 2454 4392 737 237 112 13848 1927 726 302 125 177 110 72 1792
is_linear=0
shrinkage=0.05


Tree=317
num_leaves=31
num_cat=0
split_feature=124 80 122 90 98 91 38 56 31 60 58 61 91 127 83 106 89 88 84 7 56 78 61 3 115 68 94 72 69 71
split_gain=0.917745 2.16646 2.59395 1.56952 3.32083 2.61298 1.50577 1.45782 1.36696 1.76582 2.11345 2.10758 1.31983 1.48619 1.84881 1.57103 1.31376 1.9471 1.44002 1.73637 1.88897 1.75969 1.68297 1.63484 1.5697 1.68095 1.51475 1.37572 1.86486 1.78328
threshold=-0.89490029215812672 314.49545288085943 -0.99901017546653736 0.53193446993827831 -0.6960693597793578 -0.73269143700599659 10.84999990463257 297.31990051269537 1012.5499877929689 0.21268977969884875 205.626335144043 0.23077379167079928 0.79729056358337413 -0.80382624268531788 298.98860168457037 -0.99739781022071827 0.41582351922988897 -0.18480642139911649 0.84336847066879284 1.5500000119209292 286.71163940429693 22.755000114440922 0.41844865679740911 145.50000000000003 -0.66259482502937306 311.19841003417974 -0.99898588657379139 0.50355938076972973 311.41899108886724 250.11665344238284
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 6 -5 -6 8 12 -4 -10 -11 -12 -1 14 -14 -15 18 -18 19 -8 21 26 23 24 -20 -26 -21 28 29 -28
right_child=-2 2 3 4 5 -7 16 -9 9 10 11 -13 13 15 -16 -17 17 -19 22 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-4.3327264880438513e-05 1.8063619775186999e-05 0.01438652258545447 -0.0023790263749976642 -0.0035384855605661869 0.028569404240697621 0.0030107502616010607 -0.0043909609309464156 -0.00089057000042692827 0.01437227250635624 -0.0065600819125566411 0.014621084841388849 0.001196585766240996 -0.0030210066129653479 0.0064672569686081262 0.011765354623313559 -0.0085205404406158824 -0.01395368052525791 0.0034182931013081383 -0.0099778980282800543 0.014194618687615729 -0.00382666190322956 0.01277037396906845 -0.0013185676506722711 -0.0067844475006610507 -0.0016591841119017255 0.017054365513225398 0.010745536436348461 -0.0011278891527382214 0.015658359420818412 -0.00086719593142283032
leaf_weight=115495 1201317 26 397 50 20 20 308 5418 25 84 31 514 78 20 29 139 54 23 21 20 259 31 418 427 28 21 43 525 28 143
leaf_count=115495 1201317 26 397 50 20 20 308 5418 25 84 31 514 78 20 29 139 54 23 21 20 259 31 418 427 28 21 43 525 28 143
internal_value=4.66214e-06 -0.000124448 -0.00134796 -0.00146518 0.00505199 0.0157901 -0.0016377 -8.89481e-05 -6.46192e-05 0.0013403 0.00082234 0.00196018 -5.14295e-05 -0.00356937 0.000986512 -0.00663528 -0.00234153 -0.00876465 -0.00212385 -0.0010902 -0.000121058 0.00109382 -0.0036568 -0.00562336 0.00145927 0.00636091 0.000616909 0.000249447 0.00362843 0.00181747
internal_weight=1.32601e+06 124695 3516 3490 90 40 3400 121179 1051 654 629 545 115761 266 107 159 2349 77 2272 1357 1049 790 915 497 70 49 759 739 214 186
internal_count=1326012 124695 3516 3490 90 40 3400 121179 1051 654 629 545 115761 266 107 159 2349 77 2272 1357 1049 790 915 497 70 49 759 739 214 186
is_linear=0
shrinkage=0.05


Tree=318
num_leaves=31
num_cat=1
split_feature=4 136 105 52 120 93 104 68 78 125 32 102 87 89 120 1 81 67 27 13 127 126 41 107 90 85 74 22 62 111
split_gain=0.960794 4.14754 5.55484 4.6703 4.63224 3.96661 4.97477 3.1979 3.44127 3.83262 5.35239 3.0685 3.01572 2.76345 2.73425 2.57315 2.43663 3.91158 2.93034 2.72517 2.93976 2.76912 2.4211 2.93248 2.85138 2.40629 2.42393 2.4053 2.32805 2.27777
threshold=7.6499998569488534 0 -0.7434365153312682 0.22500000149011615 0.93038213253021251 -0.84617027640342701 -0.95145750045776356 316.79061889648443 17.855000495910648 0.99353402853012096 15.34999990463257 0.71928364038467418 0.91432252526283275 0.349206492304802 0.13052122294902804 353.50000000000006 269.57238769531256 5.0350000858306894 249.50000000000003 1.5850000381469729 0.63605400919914257 -0.026175950653851029 10.84999990463257 -0.77026596665382374 0.53193446993827831 0.87620946764945995 0.48409177362918859 4.8250000476837167 0.46251924335956579 0.54637736082077037
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 12 6 14 -4 9 22 -11 27 15 -13 25 16 18 -18 -2 21 -21 -20 24 -24 -9 -3 -27 -5 -23 -8
right_child=1 5 7 11 -6 -7 29 8 -10 10 -12 13 -14 -15 -16 -17 17 -19 19 20 -22 28 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.0339545831743261e-05 -0.0086800033744010661 -0.008314359497028188 1.6921395076384774e-05 -0.0023241042806818098 0.026522939372807742 -2.2404909444290063e-05 -0.0016275630212311326 0.0014873233339103491 0.0003501982719394972 0.0047614281048418928 0.025601837467966661 0.0031283831054315669 -0.0016830390866437819 -0.010025267039493817 0.011768776098532337 0.019205218818387951 0.00052407220371191094 0.0046091152463974602 0.005642129197426158 -0.00077751110459153123 0.016815293221561996 0.011213256821387494 0.025769875677568572 0.0046910738286164641 -0.0070390778872654733 0.014862069082648859 -0.0042289660410703318 0.00059130905117353073 0.02923696544908342 -0.00017213434538789892
leaf_weight=990543 36 390 105539 728 20 170935 4500 3361 12144 464 33 1530 404 41 21 24 1596 926 362 197 27 122 21 77 101 23 60 25089 21 6677
leaf_count=990543 36 390 105539 728 20 170935 4500 3361 12144 464 33 1530 404 41 21 24 1596 926 362 197 27 122 21 77 101 23 60 25089 21 6677
internal_value=4.42903e-06 7.75635e-05 0.000269705 0.000865839 0.00252442 -8.32924e-05 -0.00097513 0.000117325 0.000771391 0.00203216 0.0061452 0.000639652 0.00239522 0.0027851 -0.00588536 0.00289284 0.00277374 0.00202397 0.0052455 0.00593318 0.00134305 0.0079692 0.00145796 0.00920796 0.00123858 -0.00666916 0.00106132 0.000509099 0.0138601 -0.000758108
internal_weight=1.32601e+06 335469 152863 31123 3735 182606 11671 121740 16201 4057 497 27388 3715 1571 494 3311 3287 2522 765 729 224 505 3560 98 3462 473 83 25817 143 11177
internal_count=1326012 335469 152863 31123 3735 182606 11671 121740 16201 4057 497 27388 3715 1571 494 3311 3287 2522 765 729 224 505 3560 98 3462 473 83 25817 143 11177
cat_boundaries=0 1
cat_threshold=2960
is_linear=0
shrinkage=0.05


Tree=319
num_leaves=31
num_cat=0
split_feature=15 53 37 35 118 120 74 31 52 56 93 71 75 113 115 36 97 61 95 29 83 93 67 107 120 75 74 102 23 7
split_gain=0.888295 2.86829 2.27642 2.11567 2.01714 1.62715 2.14555 2.98035 2.20175 1.77301 1.76425 1.54257 1.79516 1.65977 2.08478 1.51951 1.50497 1.48439 2.09763 1.93284 1.4847 1.40839 1.36835 2.71862 3.03796 2.89984 1.87656 2.69185 4.32287 5.92992
threshold=0.56499999761581432 0.42499999701976782 11.550000190734865 10.750000000000002 0.89490029215812694 0.78257837891578685 0.46286690235137945 1014.0499877929689 0.79500001668930065 239.01478576660159 -0.94481244683265675 281.01950073242193 0.8632931411266328 -0.99809679388999928 -0.80382624268531788 19.650000572204593 1.0000000180025095e-35 0.26819320023059851 -0.90285730361938465 1017.9500122070314 293.22196960449224 -0.88223746418952931 0.84499999880790722 -0.98713904619216908 -0.66259482502937306 0.491153433918953 0.42518085241317755 -0.31811226904392237 5.7049999237060556 4.6499998569488534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 5 9 7 8 -7 16 -9 12 22 -13 -15 17 -4 20 19 -19 -11 -8 26 24 -24 -26 27 28 29 -1
right_child=-2 2 4 -5 -6 6 21 10 -10 15 -12 13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0046271765527004993 7.8186937745839164e-06 0.0014114674364976152 -0.0041275307692432827 0.018183916450842566 -0.012077177426654775 0.028108809255063535 -0.015157805352836199 0.015172352874651553 0.0046474215883063148 -0.0087728233676068815 -0.00063082161402855602 -0.01434590153341346 0.012301433281973004 -0.0046186635795547413 0.010235862819744009 0.012226634602993728 -0.013873679017914193 0.0010150704638294454 -0.0017564858740932077 0.017071111520334824 0.0059969769767485564 -0.0016690744320169229 0.0022558848430611653 -0.0014400803241784675 0.034289110302925106 0.0073640064150094983 -0.0023624636802401285 1.4778043197708678e-05 0.015337923248919347 0.015656247194856403
leaf_weight=129 1315767 103 696 23 53 20 23 20 20 114 151 34 30 151 28 20 42 53 704 29 20 122 49 99 20 20 791 6556 75 50
leaf_count=129 1315767 103 696 23 53 20 23 20 20 114 151 34 30 151 28 20 42 53 704 29 20 122 49 99 20 20 791 6556 75 50
internal_value=4.20758e-06 -0.000459569 -0.00205342 0.0044731 -0.00244745 -0.00219652 0.000873767 0.00409155 0.0163781 -0.00284791 0.0012175 -2.04273e-05 9.39382e-05 -0.00421866 -0.00229505 -0.0014078 -0.00468219 -0.0017042 -0.000874943 0.00669343 -0.00656838 -0.00380867 4.692e-05 0.00426081 0.0106023 0.0208266 -5.73047e-05 0.000210446 0.00526083 0.00103858
internal_weight=1.32601e+06 10245 2213 126 2087 2034 356 211 40 1678 171 8032 7819 213 179 940 738 920 786 82 134 145 7789 188 89 40 7601 6810 254 179
internal_count=1326012 10245 2213 126 2087 2034 356 211 40 1678 171 8032 7819 213 179 940 738 920 786 82 134 145 7789 188 89 40 7601 6810 254 179
is_linear=0
shrinkage=0.05


Tree=320
num_leaves=31
num_cat=0
split_feature=25 57 72 117 52 101 10 76 55 29 52 63 98 91 14 87 66 37 39 27 72 2 126 110 11 102 26 58 72 66
split_gain=1.21338 3.18308 2.60815 4.8299 2.86367 2.65052 2.38513 2.33509 3.22457 2.30494 2.22108 2.18101 2.11533 2.00582 1.97821 1.83904 2.03697 2.49102 4.23211 1.9487 3.16578 3.66319 2.41115 2.09288 3.19922 2.67128 2.06108 2.05793 1.98539 1.88514
threshold=206.50000000000003 205.58829498291018 0.57240483164787304 0.13052122294902804 8.7950000762939471 0.37990067899227148 0.84999999403953563 7.5250000953674325 2.185000061988831 1015.9500122070314 0.9350000023841859 0.31524099409580236 -0.62779152393341053 -0.85307252407073964 1.0149999856948855 0.8528297245502473 1.3750000000000002 16.050000190734867 17.849999427795414 190.50000000000003 0.36728990077972418 320.50000000000006 0.9996192753314973 -0.93923580646514881 4.1499998569488534 0.6627408266067506 205.50000000000003 258.67483520507818 0.28274777531623846 0.73500001430511486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 7 10 -9 12 -3 13 -10 -12 -15 19 17 -17 29 20 21 27 23 24 -21 -26 -25 -8 -23 -19
right_child=-2 2 5 -5 -6 -7 15 8 9 -11 11 -13 -14 14 -16 16 -18 18 -20 22 -22 28 -24 26 25 -27 -28 -29 -30 -31
leaf_value=2.7226650451825522e-05 -1.5851866122791476e-05 -0.011846525311314811 -0.00045199332417792916 -0.0029929756698235787 -0.00066165556957054744 0.0013263870197703679 0.0047146761500138183 0.027374100458362829 0.015283973857431727 -0.007295102126005551 -0.0016550726108253003 0.001992384821818577 -0.00014399002587500337 0.024549680780619382 0.0075647010331158539 0.0023799781350459697 0.0012767255882680476 0.0074893703607293513 0.0027061005995109764 0.016600037950345061 0.0013770258460690452 0.023514765356149939 0.014032655096311561 0.0015858148279395041 0.0015836015995693998 0.017233775684545781 -0.00035731980499748088 -0.0085020079236983303 0.0093477777264352087 0.018255637854352094
leaf_weight=98831 1204410 24 7012 664 1494 2988 370 23 68 23 25 363 33 30 40 454 821 70 181 44 1501 36 34 2243 456 29 3485 32 79 97
leaf_count=98831 1204410 24 7012 664 1494 2988 370 23 68 23 25 363 33 30 40 454 821 70 181 44 1501 36 34 2243 456 29 3485 32 79 97
internal_value=-6.57117e-07 0.000149904 0.000683569 0.00115859 0.00138726 7.93867e-05 0.00167711 0.00466295 0.0101794 0.00699009 0.00298054 0.00375751 0.0102432 0.0105021 0.014844 0.00148802 0.00302745 0.00481966 0.00800246 0.00118732 0.00253929 0.00591368 0.000753638 0.000681481 0.00369055 0.00251939 0.000403583 0.0036626 0.0137827 0.0137428
internal_weight=1.32596e+06 121550 22719 12719 12055 10000 10561 629 147 124 482 458 101 95 70 9932 1623 802 348 8309 2018 517 6291 6257 529 485 5728 402 115 167
internal_count=1325960 121550 22719 12719 12055 10000 10561 629 147 124 482 458 101 95 70 9932 1623 802 348 8309 2018 517 6291 6257 529 485 5728 402 115 167
is_linear=0
shrinkage=0.05


Tree=321
num_leaves=31
num_cat=1
split_feature=117 57 74 58 132 55 52 102 77 101 109 53 89 136 103 111 59 31 63 24 1 38 61 115 120 17 73 69 106 65
split_gain=1.04622 3.27961 2.94577 2.47478 1.87913 1.84732 2.35515 2.15602 1.76756 2.63669 1.96644 3.17426 2.16502 2.13929 1.94836 2.63922 2.9345 2.56736 2.27177 1.79216 1.76487 3.10494 2.00145 1.76179 2.30971 3.63444 3.30118 2.14467 1.78514 1.79839
threshold=-0.90255093574523915 214.58958435058597 0.48814848065376287 259.29934692382818 1020.2500000000001 1.435000002384186 1.1250000000000002 0.6887706220149995 15.125000000000002 0.6136537790298463 -0.52114832401275624 3.7050000429153447 0.92176195979118358 0 0.60886371135711681 -0.035465443506836884 267.44290161132818 1018.5499877929689 0.39870640635490423 174.50000000000003 353.50000000000006 14.150000095367433 0.19068597257137301 -0.16504132002592084 0.43049471080303198 7.4149999618530282 0.4244943112134934 284.17726135253912 -0.57526510953903187 1.3550000190734866
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 20 8 -5 -7 -8 10 -10 11 13 -12 19 15 16 17 -15 -17 -1 22 -22 -3 24 -24 26 -26 -25 29 -29
right_child=-2 2 -4 5 -6 6 7 -9 9 -11 12 -13 -14 14 -16 18 -18 -19 -20 -21 21 -23 23 27 25 -27 -28 28 -30 -31
leaf_value=-0.0073029652368660049 -1.3717579354919361e-05 -0.0083795269443230191 0.00032729795692647246 -0.0054392052281378627 -0.013945411141806594 0.013516983068830363 -0.00096312614322591064 0.013531619593225144 -0.00227180684631697 0.0032132805345863034 5.1785747597053097e-05 -0.00075537103843704241 -0.0078853223064026343 0.004071526526075374 -0.007092928314266507 0.020290002724802012 0.020126511598074881 -0.0093086490848738896 0.006124039788021526 0.0019487152672750321 0.026959263505414128 0.0022631236378635677 0.0012239591166806046 0.0033536849410406183 0.024713840485527751 0.0028487925962485277 0.004769163169632001 0.02610618555918336 0.00051576348562394419 0.0097902793679263845
leaf_weight=73 1219936 44 8714 166 24 33 515 27 1556 255 88659 787 86 634 34 49 27 38 67 185 20 35 2649 840 41 312 42 24 31 57
leaf_count=73 1219936 44 8714 166 24 33 515 27 1556 255 88659 787 86 634 34 49 27 38 67 185 20 35 2649 840 41 312 42 24 31 57
internal_value=-6.24262e-07 0.00015003 0.000876502 0.00186612 4.35821e-05 -0.000792853 0.000548529 -0.000241063 4.72137e-05 -0.00149947 7.8117e-05 0.00167229 4.40941e-05 0.00339819 0.00458021 0.00512338 0.00396428 0.00331491 0.0121079 -0.000644045 0.00234726 0.0112435 0.00222615 0.00234293 0.0017558 0.00532252 0.0146214 0.00422025 0.0107195 0.0146246
internal_weight=1.32596e+06 106024 13550 4836 92474 741 575 542 92450 1811 90639 1894 88745 1107 849 815 699 672 116 258 4095 55 4040 3996 3044 395 83 952 112 81
internal_count=1325960 106024 13550 4836 92474 741 575 542 92450 1811 90639 1894 88745 1107 849 815 699 672 116 258 4095 55 4040 3996 3044 395 83 952 112 81
cat_boundaries=0 1
cat_threshold=592
is_linear=0
shrinkage=0.05


Tree=322
num_leaves=31
num_cat=0
split_feature=25 89 78 117 74 4 117 85 1 127 127 63 67 86 60 77 23 100 8 55 54 55 34 28 123 96 122 53 71 62
split_gain=0.997999 2.63534 2.48277 2.22477 2.23741 2.58623 3.14 2.57851 2.55048 2.49923 2.31557 2.22921 2.27179 2.20441 2.16557 1.82164 2.2829 1.89094 2.28892 2.8717 2.49438 2.87204 3.00008 3.11028 2.64472 1.81452 2.08316 1.9167 3.09164 2.02415
threshold=206.50000000000003 -0.64228546619415272 30.835000038146976 -0.43049471080303187 0.47631119191646581 0.65000000596046459 -0.91702514886856068 0.80864259600639354 351.50000000000006 0.88697704672813427 -0.13052122294902799 0.87632808089256298 29.925000190734867 0.79824888706207286 0.36335632205009466 15.125000000000002 4.3250000476837167 0.35262307524681097 12.150000095367433 3.2749999761581425 0.30500000715255743 4.6849999427795419 13.550000190734865 1012.7500000000001 0.52247866988182079 -0.99169620871543873 -0.84335932135581959 2.9050000905990605 286.33937072753912 0.29590654373168951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 10 25 -10 -1 -6 -13 -9 -8 -3 -17 18 19 -18 -20 22 23 -22 -25 27 -27 28 29 -7
right_child=-2 15 -4 -5 11 8 14 13 9 -11 -12 12 -14 -15 -16 16 17 -19 20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.01436742380494252 -1.4373393702436854e-05 8.8061505958269892e-05 -0.00087500630239365396 -0.0011424663840330584 0.00063323036958123425 -0.0024771297369928411 0.024735710846588894 0.022849911202312168 0.00502429896116874 0.026418408080935481 -0.0041676353828581144 0.00057430546358227727 0.021889994431752713 0.0057140015166106768 0.0078496805370547058 -0.012000910852899931 -0.0077210081333027999 0.00048338011224347471 -0.011584080213113973 -0.0015765457730233298 0.0019295412073023479 -0.0033808987822052782 -0.0052825317459672203 0.007263253898127005 0.024888247495581366 0.0035323444492840182 0.00054676434299141732 0.0020598422797047534 0.023500558547675611 0.010366479792933474
leaf_weight=20 1204410 105331 1900 1028 6358 48 34 23 43 20 107 25 25 102 43 48 318 1216 46 473 267 304 91 80 29 769 2432 255 30 85
leaf_count=20 1204410 105331 1900 1028 6358 48 34 23 43 20 107 25 25 102 43 48 318 1216 46 473 267 304 91 80 29 769 2432 255 30 85
internal_value=-5.93048e-07 0.000135953 0.000798839 0.00107667 0.00129562 0.00222174 0.00646911 0.003769 0.00184222 0.0118161 -0.00124873 0.000715931 0.0112321 0.00886701 0.0153058 5.41852e-05 -0.00118823 -0.00100445 -0.00212957 -0.00404676 -0.000273396 0.000401431 0.00286359 0.00483512 0.0119525 0.00166859 0.00126401 0.00476681 0.00900163 0.00573119
internal_weight=1.32596e+06 121550 13347 11447 10419 4011 329 252 3682 63 127 6408 50 125 77 108203 2872 2824 1608 791 817 771 467 376 109 3619 3201 418 163 133
internal_count=1325960 121550 13347 11447 10419 4011 329 252 3682 63 127 6408 50 125 77 108203 2872 2824 1608 791 817 771 467 376 109 3619 3201 418 163 133
is_linear=0
shrinkage=0.05


Tree=323
num_leaves=31
num_cat=0
split_feature=81 95 91 87 52 85 59 2 104 90 104 85 94 0 120 73 114 89 31 28 62 14 54 85 114 95 7 22 18 53
split_gain=0.987986 2.81769 2.13861 1.77311 2.69094 2.50234 2.32177 2.2533 2.11984 2.00704 1.78295 1.77743 2.37817 2.21068 1.7568 2.11057 1.80261 1.9097 1.72857 1.66697 2.90391 1.62989 1.61043 1.60675 2.25175 1.50885 2.02182 1.50022 2.11854 1.91118
threshold=351.35958862304693 -0.77095589041709889 0.79729056358337413 0.87574699521064769 0.76499998569488536 0.84473723173141491 275.75311279296881 348.50000000000006 -0.072422098368406282 1.0000000180025095e-35 -0.17822468280792234 0.87677365541458141 0.82517755031585704 10.500000000000002 -0.19936034083366391 0.65905904769897472 0.078456107527017607 -0.1846557408571243 1017.7500000000001 1014.9500122070314 0.42489477992057806 2.2649999856948857 0.50499999523162853 0.90109154582023632 -0.026175950653851029 0.19950833916664126 8.0500001907348651 6.0950000286102304 9.5450000762939471 5.6250000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 23 3 4 5 6 -3 10 -9 14 -7 12 -12 -13 15 -5 25 -18 -4 -17 -21 -15 -23 24 -2 26 -16 28 -6 -29
right_child=1 2 18 9 27 7 -8 8 -10 -11 11 13 -14 21 16 19 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=1.4530520741084483e-06 -0.0072460794467977922 -0.013838451803894715 -0.014911755666964586 -0.0092076862517457749 -0.0056757005817484876 -0.0019046843293364401 0.0060705015366828005 -0.0061651725800604459 0.0077192344170595928 -0.0069591979044258184 0.027765806098327496 0.019533403244401729 0.0079541638160922704 -0.0073039258122444151 -0.011550312852538852 0.0020881511120344784 -0.0027562865149229768 0.018832078239037878 0.0024610435878414487 0.026135382077579081 0.0020166777801932769 -0.00051434626591137869 0.019089410956948997 -0.013723539963585177 0.0074451420839656808 -0.0014606714272253644 0.0028059220475637739 0.0042024979630410344 0.0027247150108184017 -0.00088950909034396324
leaf_weight=1323072 112 32 45 26 241 27 27 54 56 161 33 28 28 25 88 85 20 21 21 24 26 22 20 57 34 613 34 280 109 539
leaf_count=1323072 112 32 45 26 241 27 27 54 56 161 33 28 28 25 88 85 20 21 21 24 26 22 20 57 34 613 34 280 109 539
internal_value=-5.63396e-07 -0.000924354 -0.000494922 -0.000270912 0.000834455 0.00466705 -0.00472757 0.0065588 0.000903253 -0.00180212 0.00995831 0.0120115 0.0186719 0.00773484 -0.000916002 0.00383712 -0.00190215 0.00830117 -0.00938405 0.00634945 0.0135937 0.0028041 0.00882078 -0.00660428 -0.00382484 -0.00247132 -0.00754939 -0.000319586 -0.00305957 0.000851348
internal_weight=1.32596e+06 2888 2685 2619 1521 352 59 293 110 1098 183 156 61 95 937 161 776 41 66 135 50 67 42 203 146 735 122 1169 350 819
internal_count=1325960 2888 2685 2619 1521 352 59 293 110 1098 183 156 61 95 937 161 776 41 66 135 50 67 42 203 146 735 122 1169 350 819
is_linear=0
shrinkage=0.05


Tree=324
num_leaves=31
num_cat=2
split_feature=40 76 85 101 53 75 65 136 19 79 60 125 31 58 20 136 87 125 89 6 53 112 91 33 122 77 63 15 15 76
split_gain=0.985803 2.54916 2.19971 1.46885 1.18755 0.985445 3.42012 4.15768 3.53872 3.1159 4.23581 4.02415 3.32439 3.16737 3.0716 4.07491 4.08965 5.17077 4.12299 4.14788 3.83387 3.35382 3.98013 3.00323 2.97768 4.39349 4.91252 2.76702 2.64942 2.64922
threshold=-1.0000000180025095e-35 3.5449999570846562 0.77617201209068309 0.026793313212692741 0.38499999046325689 0.55433687567710888 4.8949999809265146 0 9.5450000762939471 9.9449996948242205 0.56904917955398571 0.85260769724845897 1023.9500122070314 213.14521789550784 6.1050000190734872 1 0.82034513354301464 0.96811076998710643 -0.64228546619415272 6.3500001430511483 2.6550000905990605 -0.53727915883064259 -0.93200844526290882 19.050000190734867 -0.98624804615974415 17.595000267028812 0.36088266968727117 2.1049998998641972 3.2250000238418584 12.565000057220461
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -2 7 8 24 10 12 23 -9 -14 15 16 17 28 20 -20 21 22 -19 -11 25 -7 -27 -17 -8 -26
right_child=5 4 -4 -5 -6 6 14 9 -10 11 -12 -13 13 -15 -16 27 -18 18 19 -21 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.0084277428274853235 3.6162769478712658e-05 -0.014058312990174099 0.014297766331583263 0.00019650780230254673 -0.0044098885767454151 0.0032792580475940469 0.0019106879224880286 -0.00072939227486104087 -8.4671573220297539e-05 0.00032003535059397289 -9.2012669267767277e-05 -0.00087415344279463247 -0.0075443682855204919 -0.0019677566626757465 -2.1350906736626501e-05 -0.0002412239592358262 0.00068902722326724198 0.011824263256319145 0.016049977885559202 -0.0015802022993795632 0.0051162400444691352 0.0087650477496343995 0.036669572112150488 -0.007846802672725665 0.0014782391325496684 0.035739780154646093 0.0040171271763168852 0.00071368441486451169 0.016175430612356375 -0.00053569666821561457
leaf_weight=54 788669 37 26 576 231 547 2392 51662 17510 29546 33028 9926 293 1944 342226 18462 7416 27 45 129 77 43 40 113 5691 23 26 12878 33 2290
leaf_count=54 788669 37 26 576 231 547 2392 51662 17510 29546 33028 9926 293 1944 342226 18462 7416 27 45 129 77 43 40 113 5691 23 26 12878 33 2290
internal_value=-5.35227e-07 -0.00163313 4.54761e-05 -0.000542714 -0.00574195 6.03244e-07 -5.16831e-05 -0.000251908 0.000322778 -0.000370406 -0.000537884 -2.72253e-06 -0.000811104 -0.00269818 2.7933e-05 0.000433937 0.00130134 0.00293591 0.0085188 0.00297933 0.0136732 0.019663 0.0266573 0.00028892 0.00115496 0.00456412 0.0189074 0.000151112 0.00210481 0.000900378
internal_weight=1.32596e+06 924 656 630 268 1.32504e+06 536367 152599 26087 126512 86927 39585 53899 2237 383768 41542 10202 2786 361 174 187 110 67 29659 8577 596 49 31340 2425 7981
internal_count=1325960 924 656 630 268 1325036 536367 152599 26087 126512 86927 39585 53899 2237 383768 41542 10202 2786 361 174 187 110 67 29659 8577 596 49 31340 2425 7981
cat_boundaries=0 1 2
cat_threshold=4132 2320
is_linear=0
shrinkage=0.05


Tree=325
num_leaves=31
num_cat=0
split_feature=52 60 81 55 59 108 120 8 135 5 73 54 52 40 69 90 92 99 114 61 29 122 5 72 17 58 89 88 101 92
split_gain=1.22573 3.41671 2.86801 3.44423 2.86078 2.81363 6.33327 3.67908 5.03815 3.30767 3.06875 3.00616 2.96279 2.95853 2.92468 3.21495 3.70902 3.06962 3.03766 3.02872 2.91816 4.01196 3.28956 2.90874 2.74769 2.74344 2.70921 2.79788 2.59174 3.08025
threshold=4.7650001049041757 0.53772589564323436 329.41555786132818 3.4750000238418584 195.22729492187503 -0.9347114861011504 0.55191597342491161 12.250000000000002 1015.8500061035157 7.7500000000000009 0.65155279636383068 2.7549999952316289 3.1250000000000004 11.449999809265138 292.13792419433599 -0.98156499862670887 0.28224721550941473 -0.9992862045764922 0.18222858756780627 0.3605055063962937 1010.8500061035157 0.87032255530357372 6.7500000000000009 0.54131421446800243 9.5450000762939471 294.43296813964849 -0.60643926262855519 -0.8290397822856902 -0.064435686916112886 0.72021952271461498
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 24 6 7 8 11 -9 -10 -1 14 -11 17 -16 25 19 20 -8 -19 22 23 -22 -5 -17 27 -20 -6 -30
right_child=1 -3 -4 4 28 -7 12 9 10 13 -12 -13 -14 -15 15 16 -18 18 26 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0029672482381190753 -0.0010555025224718651 1.8633920171163864e-05 -0.0015439594687700474 0.0018442241310823769 -0.00090922841771404357 2.5069967731979512e-05 0.031672148702200503 0.015683642326485971 0.027779585734495651 0.0020243863998280283 0.0038357794471266973 0.00070584948561569722 0.00039190394261585151 -0.010339560039341451 0.029361509918437709 0.0086723635980763061 -0.005869946655847373 -0.0030173463843292205 0.0067793985642492774 0.0053267005598172552 0.017063420415935018 -0.0035469893305028078 0.0023292668252906878 0.004246054829318861 0.00012135559761701118 0.029079517163336278 0.0058918396344220421 0.032100960123352708 -3.8492865355918741e-05 -0.0017900592021648954
leaf_weight=1361 12113 251983 4647 3066 13150 972119 20 43 23 1497 32 943 398 50 23 58 31 186 20 24 106 122 192 76 9438 23 109 24 50601 2641
leaf_count=1361 12113 251983 4647 3066 13150 972119 20 43 23 1497 32 943 398 50 23 58 31 186 20 24 106 122 192 76 9438 23 109 24 50601 2641
internal_value=2.69149e-06 -7.79446e-05 -0.000332358 -0.000270492 -0.000149969 3.13696e-05 0.00117369 0.00014606 -0.00110688 0.00200498 0.0138486 -0.00146389 0.00404769 0.00162478 0.0054826 0.0123346 0.00883801 0.00443025 0.00375198 0.0173019 0.00232358 0.00432643 0.00689476 0.0117111 0.000543806 0.014467 0.0101191 0.0205912 -0.000280631 -0.000125377
internal_weight=1.32512e+06 347639 95656 91009 78896 977480 5361 3949 2359 1590 55 2304 1412 1547 1014 135 112 879 835 44 682 496 374 182 12504 81 153 44 66392 53242
internal_count=1325119 347639 95656 91009 78896 977480 5361 3949 2359 1590 55 2304 1412 1547 1014 135 112 879 835 44 682 496 374 182 12504 81 153 44 66392 53242
is_linear=0
shrinkage=0.05


Tree=326
num_leaves=31
num_cat=1
split_feature=92 88 52 90 62 31 56 12 32 65 33 87 61 59 102 79 112 84 94 87 104 41 26 27 28 136 29 85 64 26
split_gain=1.22235 3.68077 4.37879 3.383 4.05175 3.69253 3.46427 3.27457 3.49817 4.03222 3.68914 3.5144 3.22917 3.20291 3.14979 3.39975 4.68953 3.97999 3.24101 3.10492 3.09147 3.25143 3.06164 3.77405 4.09795 3.94353 3.72722 3.68216 3.59254 3.12326
threshold=-0.11000641062855719 1.0000000180025095e-35 3.0849999189376835 -0.63885074853897084 0.32778805494308477 1021.5499877929689 239.01478576660159 0.63499999046325695 15.250000000000002 0.83499997854232799 13.949999809265138 0.71359172463417064 0.30066598951816564 347.92732238769537 -0.74378928542137135 13.675000190734865 -0.98897820711135853 0.83572262525558483 -0.40630897879600519 0.68491637706756603 -0.99539104104042042 16.150000572204593 302.50000000000006 166.50000000000003 1015.9500122070314 0 1012.2500000000001 0.86538472771644603 0.63499999046325695 288.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=3 -2 7 4 5 12 -6 8 10 19 11 -3 13 14 15 16 18 -17 -1 -10 -9 -22 23 28 -25 -26 27 -24 -5 -30
right_child=1 2 -4 22 6 -7 -8 20 9 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 21 -23 26 24 25 -27 -28 -29 29 -31
leaf_value=0.0030048773169983178 -1.6138915888089556e-05 -0.010624982623590365 -0.0039945921155222315 0.0053762422612243892 -0.00014399194624743403 -0.0014900164797655348 0.00039435396709278493 -0.0055626569397175703 0.01047992767037257 0.016280811728426704 0.020850557861504734 0.012967770164342305 0.00048824658704797719 -0.0071931128549085066 0.0014044083825949084 -0.0030151695106178525 0.0014385201869591246 0.018135796645439642 0.021935819251050887 -0.010553062342207979 -0.00067051970590858718 0.014204755601020079 -0.0013247979469203754 -8.3321659770934064e-05 8.8302591619204943e-05 -0.0011544726417913032 0.00043361139662673745 0.00023396412328006617 0.00040410130267570766 0.0070898271989730411
leaf_weight=40 1007577 27 1148 446 60674 1751 58886 329 23 27 54 38 20136 104 10580 30 509 86 52 74 5137 37 6900 61411 9038 21757 45319 8402 4345 182
leaf_count=40 1007577 27 1148 446 60674 1751 58886 329 23 27 54 38 20136 104 10580 30 509 86 52 74 5137 37 6900 61411 9038 21757 45319 8402 4345 182
internal_value=2.55691e-06 -2.40169e-05 -0.00117541 8.9338e-05 0.000256991 0.000744868 0.000121156 -0.00061216 0.005068 -0.000808922 0.0111919 0.0031677 0.000868953 0.00154134 0.00162175 0.00482885 0.00331625 0.0126657 0.013705 -0.00556586 -0.000862983 -0.000564145 -7.30535e-05 -0.000247001 -0.000319364 -0.000790078 0.000205795 -0.000468915 0.00109471 0.000672889
internal_weight=1.32512e+06 1.01447e+06 6894 310648 152848 33288 119560 5746 243 124 119 65 31537 11401 11297 717 601 116 92 97 5503 5174 157800 97179 92206 30795 60621 15302 4973 4527
internal_count=1325119 1014471 6894 310648 152848 33288 119560 5746 243 124 119 65 31537 11401 11297 717 601 116 92 97 5503 5174 157800 97179 92206 30795 60621 15302 4973 4527
cat_boundaries=0 1
cat_threshold=4166
is_linear=0
shrinkage=0.05


Tree=327
num_leaves=31
num_cat=1
split_feature=10 136 36 71 23 25 99 20 20 81 28 91 90 90 112 102 116 12 20 84 100 12 67 91 56 85 98 95 25 70
split_gain=1.19566 4.3349 3.25756 3.23013 5.05245 2.6149 3.20962 3.13458 2.68686 2.7982 3.20078 2.4939 2.34164 2.17156 5.60417 2.02091 2.01897 1.99383 1.92016 3.06666 2.87564 3.31235 3.17474 3.13345 2.9677 2.69096 2.42323 2.85374 2.48226 2.32227
threshold=1.0000000180025095e-35 0 19.94999980926514 320.05072021484381 6.0250000953674325 337.50000000000006 -0.79311031103134144 5.5250000953674325 5.6250000000000009 336.68975830078131 1015.3500061035157 -0.79811218380928028 0.26372097432613378 -0.7848381996154784 -0.70088258385658253 0.803665190935135 0.9536806344985963 2.0349999666213994 5.1349999904632577 0.79459035396575939 0.5817227065563203 1.485000014305115 5.0350000858306894 -0.74196860194206227 299.23204040527349 0.87851452827453624 -0.9402455985546111 0.56816291809082042 189.50000000000003 191.72559356689456
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 12 11 16 -7 -8 -9 -10 15 -5 -3 14 -4 -11 18 -16 19 -1 21 25 -22 -23 -25 26 28 29 -21 -28
right_child=-2 3 13 4 -6 6 7 8 9 10 -12 -13 -14 -15 17 -17 -18 -19 -20 20 22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0022011707055207886 -6.903213100946832e-06 0.0012474858714201071 0.002248068770074049 0.012961432041431015 0.014945208131587909 -0.002446906625215585 0.018167593476741954 -0.011901317989792336 0.0012534412587526034 0.030979931913316251 -0.00085769193635011707 -0.0068572474888672951 0.0069446100022178148 0.0018834538867330654 0.0294078329927288 0.010633385764515918 -0.007007022647454811 0.010562360718846323 7.7638061262935643e-06 0.025109948816243562 -0.0033249227717982843 0.0028130773227286539 0.012332465995505856 0.010630708394018216 0.031111279010074211 -0.0049548073693316576 0.011070738377890028 0.014564803727222859 0.0063931245919347061 -0.0016369122341741674
leaf_weight=377 1275864 1837 126 22 120 120 54 22 101 26 24 57 200 578 32 23 101 25 44154 20 259 134 37 153 20 108 41 37 155 292
leaf_count=377 1275864 1837 126 22 120 120 54 22 101 26 24 57 200 578 32 23 101 25 44154 20 259 134 37 153 20 108 41 37 155 292
internal_value=2.42866e-06 0.000244154 0.000141563 0.00239015 0.00848097 8.82131e-05 0.00427473 0.00750112 0.0045624 0.00664402 0.0141022 -0.00133812 0.00180685 0.00338634 0.00813315 0.0214295 5.44567e-05 0.0211423 7.00334e-05 0.00175371 0.00294081 0.00426928 -0.00136775 0.00855269 0.0129984 0.00225549 0.00368432 0.0013914 0.00853219 -7.23066e-05
internal_weight=1.32512e+06 49255 47019 2236 199 46258 370 250 196 174 73 79 2037 761 183 49 45888 57 45787 1633 1256 960 296 307 173 653 545 370 175 333
internal_count=1325119 49255 47019 2236 199 46258 370 250 196 174 73 79 2037 761 183 49 45888 57 45787 1633 1256 960 296 307 173 653 545 370 175 333
cat_boundaries=0 1
cat_threshold=7505
is_linear=0
shrinkage=0.05


Tree=328
num_leaves=31
num_cat=2
split_feature=94 136 58 77 125 12 84 6 26 92 63 91 2 19 28 89 88 52 18 23 100 23 136 78 59 23 36 91 25 72
split_gain=1.14372 3.48585 2.9734 2.54381 2.95566 2.56867 2.91121 2.56439 2.64966 2.52576 4.00206 3.66297 4.23628 3.61951 3.81747 4.02774 3.46394 4.35574 3.4571 3.21993 4.00308 3.00449 3.02866 2.99705 2.98287 3.17059 3.26224 3.16267 3.06021 3.75649
threshold=-0.95180580019950856 0 179.78003692626956 6.4049999713897714 0.90255093574523937 1.8550000190734866 0.87142252922058117 9.4499998092651385 306.50000000000006 -0.11000641062855719 0.2908493578433991 -0.40370246767997736 142.50000000000003 9.5450000762939471 1011.4500122070314 0.92176195979118358 1.0000000180025095e-35 2.1950000524520878 7.4149999618530282 7.9649999141693124 0.34909826517105108 6.6849999427795419 1 21.175000190734867 184.73468017578128 6.1050000190734872 10.34999990463257 0.21889609843492511 310.50000000000006 0.8174104392528535
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 -7 -4 -9 10 11 12 -2 14 15 21 -11 -18 -16 24 -21 22 -14 -19 25 26 27 -12 -27 -30
right_child=9 2 3 4 -6 6 -8 8 -10 16 19 -13 13 -15 18 -17 17 23 -20 20 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0016163374381739978 -0.00026739379579592822 0.00039741256642146288 -0.00062758560030297579 0.00070663042145479758 -0.0017638211970354 -0.0014989896086511276 0.00036279675621389584 0.0014708600896928047 -0.013995413310153205 -1.4160076778276042e-05 0.00072230089698796691 8.7221887428335837e-05 0.00038533688187415374 0.00043292665769239852 0.00026845238306225338 0.024798630824079737 -0.00040998593052269782 -0.0051465497941034664 0.0023558214321113252 0.00014967530318147162 0.0013150015528467045 -0.0029401625027983555 0.006321317219378144 -0.00075441234018853727 -7.9611382161249715e-05 0.00069273291879187271 -0.00024562997183971946 0.010371346681171822 0.0039398157264758796 -0.00075417258419493212
leaf_weight=4036 4457 20573 25560 12226 2017 3625 4990 45 72 1001041 207 16483 294 5406 2988 24 4593 988 5901 23402 10757 135 909 640 158225 5101 7878 144 1848 554
leaf_count=4036 4457 20573 25560 12226 2017 3625 4990 45 72 1001041 207 16483 294 5406 2988 24 4593 988 5901 23402 10757 135 909 640 158225 5101 7878 144 1848 554
internal_value=2.30723e-06 -0.000189874 -0.000106317 -0.00031986 6.37919e-05 0.000240669 -0.000420601 -0.000661392 -0.00804685 1.3535e-05 0.000157617 0.000639802 0.00109263 0.00147978 0.00203185 0.00449683 -2.14696e-05 -0.00119767 0.00165416 7.28256e-05 0.000516648 0.00413267 0.00492638 -0.00341991 -1.43254e-05 0.000642291 -3.54943e-05 0.00468088 0.00138566 0.00285719
internal_weight=1.32512e+06 73144 69108 48535 22858 20841 8615 25677 117 1.25198e+06 244713 36597 20114 15657 10251 1362 1.00726e+06 6221 8889 208116 34159 1338 1203 1628 173957 15732 8229 351 7503 2402
internal_count=1325119 73144 69108 48535 22858 20841 8615 25677 117 1251975 244713 36597 20114 15657 10251 1362 1007262 6221 8889 208116 34159 1338 1203 1628 173957 15732 8229 351 7503 2402
cat_boundaries=0 1 2
cat_threshold=6160 720
is_linear=0
shrinkage=0.05


Tree=329
num_leaves=31
num_cat=2
split_feature=52 61 55 136 108 120 8 135 5 0 73 32 34 125 12 73 69 28 26 77 136 79 99 60 85 15 56 35 31 106
split_gain=1.10222 3.20068 2.68878 2.62981 2.53896 5.72259 3.33112 4.54636 2.98426 2.86423 2.77098 2.67391 3.32876 2.78286 2.83077 2.55483 2.54719 3.51186 2.54864 2.46348 2.49587 2.42943 2.42593 2.42525 4.47444 4.99316 3.82319 2.29651 2.27796 2.21573
threshold=4.7650001049041757 0.4312990009784699 3.4750000238418584 0 -0.9347114861011504 0.55191597342491161 12.250000000000002 1015.8500061035157 7.7500000000000009 168.50000000000003 0.65155279636383068 8.5500001907348651 8.8499999046325701 -0.36648726463317866 0.9350000023841859 0.65660300850868236 292.13792419433599 1009.9500122070314 169.50000000000003 10.525000095367433 1 26.835000038146976 -0.99973008036613453 0.24654104560613635 0.89928966760635387 2.1250000000000004 134.44224548339847 14.550000190734865 1014.1499938964845 -0.68929678201675404
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=4 2 19 -3 5 6 7 21 15 -10 -9 12 -7 14 29 -8 18 -18 27 20 -2 -1 -20 24 -4 -26 -25 -16 -27 -13
right_child=1 3 23 -5 -6 11 8 10 9 -11 -12 13 -14 -15 16 -17 17 -19 22 -21 -22 -23 -24 26 25 28 -28 -29 -30 -31
leaf_value=-0.00066643479625613192 -0.00034481890056911271 0.00019536771792997122 0.00083723397464841021 -0.00011872325687383348 2.3404490707691533e-05 0.0060016202269535931 0.026806621236557311 0.026390159026841109 0.0029514429351926302 -0.0017465659014897128 0.003637638878717553 0.0015346334043254213 0.030109943822026253 -0.00077418199917958248 0.012056551598540794 0.0024249046597452392 0.022747111170993827 0.0049627828503307865 0.017835891842176873 -0.00025694370994035421 -0.0025680210040514647 -0.0050184987539231979 0.00055028437105539881 -0.0057381016147267415 -0.007197702336790306 0.0089747643453024686 -0.00031088078912343037 -0.0054026756921540138 0.030302981767923606 0.015398682159438884
leaf_weight=1919 1896 102872 2744 189187 972119 45 22 23 1084 463 32 41 21 312 104 21 38 103 21 4297 3851 385 607 327 21 21 42392 23 31 97
leaf_count=1919 1896 102872 2744 189187 972119 45 22 23 1084 463 32 41 21 312 104 21 38 103 21 4297 3851 385 607 327 21 21 42392 23 31 97
internal_value=2.19379e-06 -7.4272e-05 -0.000422051 -8.08831e-06 2.93887e-05 0.00111452 0.000137691 -0.00105453 0.00190652 0.00154538 0.0131523 0.00384645 0.0136725 0.00336464 0.00461349 0.0148993 0.00358678 0.00975572 0.0024347 -0.00116253 -0.00183963 -0.00139367 0.00112831 -0.000258721 0.00116226 0.0133796 -0.000352424 0.00889464 0.0216897 0.0112797
internal_weight=1.32512e+06 347639 55580 292059 977480 5361 3949 2359 1590 1547 55 1412 66 1346 1034 43 896 141 755 10044 5747 2304 628 45536 2817 73 42719 127 52 138
internal_count=1325119 347639 55580 292059 977480 5361 3949 2359 1590 1547 55 1412 66 1346 1034 43 896 141 755 10044 5747 2304 628 45536 2817 73 42719 127 52 138
cat_boundaries=0 1 2
cat_threshold=3456 5668
is_linear=0
shrinkage=0.05


Tree=330
num_leaves=31
num_cat=0
split_feature=38 123 34 54 68 72 67 116 87 63 39 76 73 88 71 4 68 109 61 88 9 78 38 101 66 126 2 67 118 102
split_gain=1.09883 2.40032 2.22419 2.01035 1.43536 2.28116 2.22787 1.22903 1.04229 1.69214 1.31305 1.28173 1.57586 1.46545 2.05807 1.38003 1.69248 1.14244 1.23942 1.12554 1.12368 1.48716 1.11872 1.04737 1.81535 2.22891 1.96443 1.29492 1.02109 2.04018
threshold=6.8500001430511483 -0.52247866988182057 9.0500001907348651 0.30500000715255743 291.13821411132818 0.67153865098953258 1.2749999761581423 -0.026175950653851029 0.92663154006004345 0.25111535191535955 9.6500000953674334 20.925000190734867 0.49468609690666204 -0.27278964221477503 318.96035766601568 8.7500000000000018 295.88745117187506 0.43486435711383825 0.34620887041091924 0.26280753314495092 14.050000190734865 6.555000066757203 15.34999990463257 -0.28704582154750818 1.4950000047683718 -0.28400452435016627 286.50000000000006 7.2449998855590829 0.9980967938899995 0.97483345866203319
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 7 -3 28 10 -10 19 15 17 -15 -13 -17 18 -14 -11 21 -12 -21 -23 25 -25 -27 -26 -2 -30
right_child=8 2 3 -5 5 -7 -8 -9 9 11 20 12 13 14 -16 16 -18 -19 -20 22 -22 23 -24 24 27 26 -28 -29 29 -31
leaf_value=0.019442778772541455 2.9232491279109384e-06 0.0065659641847014422 0.022374977069822225 0.0028622052653438667 -0.011547176614403725 0.0022884874314499592 0.016192120775856352 -0.010752852660204379 0.0081798557234420022 0.00013052687875696826 -0.008979842387500922 -0.006130596790462732 0.011694192241079041 -0.010358800421138164 0.0053248744648254406 0.016642678566859106 -0.0011390470211272653 -0.0024809094151439413 0.00013502565928286427 -0.013371019101431292 -0.014418072854683628 -0.012858770554885268 0.00055033565947303065 0.01742001835567256 -0.0075120848986520387 -0.0058557635079173808 0.0098895351635292176 0.0024445176045311259 -0.0032359597587658627 0.00071803453307102351
leaf_weight=21 1319217 20 22 33 55 65 27 21 22 3615 98 20 28 107 26 32 23 782 135 31 26 20 27 24 107 52 32 47 700 611
leaf_count=21 1319217 20 22 33 55 65 27 21 22 3615 98 20 28 107 26 32 23 782 135 31 26 20 27 24 107 52 32 47 700 611
internal_value=-6.16908e-07 0.00322483 0.00182328 0.0106673 -0.000764077 -0.00405286 0.00503966 -0.00230465 -1.25918e-06 -0.000704102 -0.00371721 -0.00043688 -0.00189124 -0.0023788 -0.00729282 0.00511674 0.00920668 -0.0016872 0.00212065 1.96603e-05 -0.00436188 -0.00367383 -0.00689039 -0.00182989 -0.000987996 0.00398191 0.000142446 -0.00447338 1.53722e-06 -0.00139318
internal_weight=1.32605e+06 264 243 55 188 120 68 41 1.32578e+06 5254 428 4826 1153 1078 133 75 55 945 163 3673 406 380 58 282 262 108 84 154 1.32053e+06 1311
internal_count=1326046 264 243 55 188 120 68 41 1325782 5254 428 4826 1153 1078 133 75 55 945 163 3673 406 380 58 282 262 108 84 154 1320528 1311
is_linear=0
shrinkage=0.05


Tree=331
num_leaves=31
num_cat=0
split_feature=90 94 70 123 122 35 1 5 80 113 57 91 22 3 101 9 6 72 91 124 116 14 96 54 4 93 7 127 1 18
split_gain=1.013 3.59346 3.67154 3.46573 3.302 2.47639 2.8087 3.32328 3.19074 3.20613 2.65776 2.53489 2.78831 3.30867 3.34069 3.39052 2.73526 2.62171 2.57382 2.35459 3.7608 4.01295 2.91565 2.76169 3.47595 2.95626 2.8382 3.12561 4.06895 4.08167
threshold=0.44150115549564367 0.83763763308525097 325.56141662597662 -0.35019405186176294 -0.9366365075111388 11.449999809265138 355.50000000000006 7.1499998569488534 324.32902526855474 -0.86159634590148915 207.89489746093753 -0.6909857690334319 6.8750000000000009 125.50000000000001 0.88699278235435497 8.7500000000000018 0.75000000000000011 0.79995721578598034 -0.82084414362907399 0.095842104405164733 0.86159634590148937 2.6950000524520878 -0.99997022747993458 2.8449999094009404 13.750000000000002 0.016259666532278064 1.2500000000000002 0.6755644977092744 246.50000000000003 7.4149999618530282
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 -3 11 19 8 9 -8 -11 12 13 -2 16 -16 -15 -18 -19 20 22 -22 -7 24 26 -25 27 28 -21 -30
right_child=1 2 3 -5 -6 6 7 -9 -10 10 -12 -13 -14 14 15 -17 17 18 -20 23 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=3.6810109934783212e-06 -0.0055293243066047021 0.010878755606710911 0.02090441955496436 -0.0010295499566415078 -0.007880883243832567 0.016891555801999789 -0.0081917015688737771 0.016368114958874816 -0.0087013038513048188 0.0020839413934895259 0.025307174046923009 -0.0037109802824096538 -0.0057937159389257441 0.02009038208052516 0.031475065182894467 0.0027096668258309365 -0.00013516518768373427 0.0041952081630006431 0.025418281874153764 -0.0049954882018606768 0.0049747132511631792 0.027087894114463225 0.00039832855606418584 0.0022062902447219784 0.011323452889229414 -0.0033318593703529132 -0.0017138982355524414 -0.0055405305838212371 -0.0048568310253322127 0.018065992989858358
leaf_weight=1313523 142 25 23 83 380 27 21 56 46 22 28 974 170 20 20 21 455 50 20 44 190 23 3540 1259 54 298 4360 60 25 87
leaf_count=1313523 142 25 23 83 380 27 21 56 46 22 28 974 170 20 20 21 455 50 20 44 190 23 3540 1259 54 298 4360 60 25 87
internal_value=-5.86063e-07 -0.000448155 -0.00455463 0.00372971 -0.00672288 -0.000273462 3.50031e-05 0.00635131 0.00155694 0.00820312 0.015089 -0.00194431 -2.81269e-05 0.00131823 0.00297754 0.0167416 0.00194208 0.00125072 0.0102589 -7.46308e-05 0.000908564 0.00736252 0.000523172 -0.000675322 -0.00128791 0.00114632 -0.00143674 0.00415781 0.00788794 0.0129493
internal_weight=1.32605e+06 12523 511 106 405 12012 10140 173 117 71 50 1872 898 728 586 41 545 525 70 9967 3780 213 3567 6187 4630 1557 4576 216 156 112
internal_count=1326046 12523 511 106 405 12012 10140 173 117 71 50 1872 898 728 586 41 545 525 70 9967 3780 213 3567 6187 4630 1557 4576 216 156 112
is_linear=0
shrinkage=0.05


Tree=332
num_leaves=31
num_cat=2
split_feature=92 88 12 85 89 126 20 61 30 25 64 12 79 97 136 36 136 43 6 52 12 3 16 4 12 66 56 111 0 58
split_gain=0.981463 4.38411 3.85659 3.60821 3.40426 3.68613 3.60761 3.52406 3.49823 3.30153 3.39398 3.24031 3.98683 3.72025 3.9836 3.09062 3.05271 4.62437 6.23907 4.3311 3.90091 3.49232 3.27033 3.17118 3.12642 3.11401 3.79822 3.07536 3.00821 3.35775
threshold=-0.11000641062855719 1.0000000180025095e-35 0.63499999046325695 0.69367122650146495 -0.83927476406097401 0.90992662310600292 4.3350000381469735 0.26819320023059851 1022.0499877929689 249.50000000000003 0.50499999523162853 2.0349999666213994 8.4149999618530291 -0.81273838877677906 0 17.44999980926514 1 8.6500000953674334 3.3500000238418584 0.42499999701976782 1.1449999809265139 50.500000000000007 15.405000209808351 3.0499999523162846 0.80500000715255748 4.9049999713897714 176.7156677246094 -0.087920911610126481 309.50000000000006 290.55996704101568
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 9 -4 7 8 -7 -1 11 10 -3 12 16 -13 -15 -10 17 20 19 -19 23 -20 27 -6 -23 -18 -27 -21 -25 -30
right_child=1 2 3 -5 5 6 -8 -9 15 -11 -12 13 -14 14 -16 -17 25 18 21 22 -22 24 -24 28 -26 26 -28 -29 29 -31
leaf_value=0.0013060740916862228 -1.5733770127857675e-05 -0.015521356277167797 -0.006542231486654268 -0.0012334846909488625 0.0004120925324188252 0.0082324376331840074 -0.00072631255672720569 0.00022727048964498397 -0.0016819881353451038 0.0092674692731517828 0.0047614326802167027 -0.001032273768697936 0.00053013009045034824 0.00086256827625808832 -0.00073488410766964132 0.0064332449688092224 -0.00052792479208311387 -0.0073658414527896666 -0.0047800880973227324 -0.00054249501571362478 3.0621791148804472e-05 -0.0008398279005057132 0.00077865245653420433 0.0022856275537004537 0.0017220731733805046 0.0024035440777777743 2.3024779754953818e-05 -0.0024794319089674575 2.8809952601980877e-05 0.014455749212605199
leaf_weight=8239 1008176 33 337 6372 8512 113 20279 93234 3861 156 55 13438 48313 8189 7438 121 38098 273 267 4455 15665 1606 2095 6877 4607 1858 17071 3795 2472 41
leaf_count=8239 1008176 33 337 6372 8512 113 20279 93234 3861 156 55 13438 48313 8189 7438 121 38098 273 267 4455 15665 1606 2095 6877 4607 1858 17071 3795 2472 41
internal_value=-5.5676e-07 -2.43629e-05 -0.00127558 -0.00150015 7.71692e-05 -3.79904e-05 -0.000676669 0.000314863 3.09003e-05 0.00489918 -0.00284461 6.24493e-05 0.000152754 -0.000422258 0.000102309 -0.00143539 -1.6545e-05 0.000265856 -0.000403399 -0.00114954 0.000606834 0.00081922 -0.000985499 0.00111104 0.00105985 -0.000267441 0.000256688 -0.00143349 0.00174464 0.000264188
internal_weight=1.32605e+06 1.01513e+06 6953 6709 310917 209444 20392 101473 189052 244 88 185070 156005 29065 15627 3982 107692 50665 17098 10618 33567 6480 10345 17902 6213 57027 18929 8250 9390 2513
internal_count=1326046 1015129 6953 6709 310917 209444 20392 101473 189052 244 88 185070 156005 29065 15627 3982 107692 50665 17098 10618 33567 6480 10345 17902 6213 57027 18929 8250 9390 2513
cat_boundaries=0 1 2
cat_threshold=2631 4214
is_linear=0
shrinkage=0.05


Tree=333
num_leaves=31
num_cat=0
split_feature=38 94 9 123 87 63 60 28 86 125 59 31 60 121 65 74 55 105 110 79 122 74 7 0 21 52 71 6 93 35
split_gain=0.996809 2.22478 1.23368 3.05937 2.31951 1.91761 1.46016 1.01165 0.951257 1.62866 2.70209 2.75819 2.13132 2.11413 2.10478 2.28934 2.0479 2.14055 2.07813 3.90891 1.98125 2.29072 1.88247 4.33023 1.83204 2.24676 1.7537 1.73852 1.81735 1.70047
threshold=6.8500001430511483 0.85306018590927135 12.949999809265138 -0.38266885280609125 0.87403142452240001 0.40907724201679235 0.34763905405998236 1018.4500122070314 0.88312062621116649 0.84335932135581981 135.92309570312503 1009.9500122070314 0.56904917955398571 0.30069434642791754 0.45499999821186071 0.56565573811531078 0.18500000238418582 -0.99946260452270497 0.99445363879203807 9.6649999618530291 -0.5663846731185912 0.47631119191646581 2.1499999761581425 307.50000000000006 6.0750000476837167 0.2650000005960465 270.47033691406256 14.650000095367433 0.99539023637771618 13.449999809265138
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 -5 -2 10 11 -10 13 29 15 -11 17 26 -18 -20 21 -19 23 -22 -21 -26 -16 28 -27 -13
right_child=8 -3 5 7 -6 -7 -8 -9 9 14 -12 12 -14 -15 16 -17 18 20 19 24 22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0264025518162684 1.1966901042220781e-05 0.014622747406570448 -0.015729533322155476 -0.0057366729834867989 0.0039259833652370924 0.0082264550893645112 0.00022272436807935057 0.0043294552281925771 -0.0044741968243320529 -0.0056950692282172364 3.0376327901433289e-05 0.00028364733067641197 0.0020416452436342659 -0.0059049933782911734 0.0024545090317371347 -0.00071859737530954784 -0.00042937048723634555 0.01066196157902094 0.011298749575184452 -0.0085833349474633888 -0.0045853170462780528 -0.0041208175913625923 0.0013835344920642356 0.022235327830319021 0.0052665268875587779 -0.0035893938535328713 0.023142325826920569 0.01066502533853054 -0.016092627112483306 -0.0019356984208855968
leaf_weight=22 1209898 36 32 52 24 24 26 48 563 396 84383 1628 589 224 21 555 23158 29 45 162 27 272 1346 34 79 465 20 20 31 1837
leaf_count=22 1209898 36 32 52 24 24 26 48 563 396 84383 1628 589 224 21 555 23158 29 45 162 27 272 1346 34 79 465 20 20 31 1837
internal_value=-5.28874e-07 0.00307154 0.00124766 0.00400402 0.0146756 -0.00365999 -0.00857852 -0.000904931 -1.14061e-06 -0.000137991 -3.55287e-05 -0.00118431 -0.000751353 -0.00119729 -0.000480904 -0.00279082 -0.000395458 0.00125624 -0.000516027 -0.00301825 0.000985228 -0.00269656 0.00177287 0.0103639 -0.00386933 -0.00258585 0.0125461 -0.00378806 -0.00437085 -0.000892958
internal_weight=1.32605e+06 264 228 146 46 82 58 100 1.32578e+06 115884 89224 4841 4278 3689 26660 951 25709 1749 23960 802 1708 301 1407 61 757 595 41 516 496 3465
internal_count=1326046 264 228 146 46 82 58 100 1325782 115884 89224 4841 4278 3689 26660 951 25709 1749 23960 802 1708 301 1407 61 757 595 41 516 496 3465
is_linear=0
shrinkage=0.05


Tree=334
num_leaves=31
num_cat=1
split_feature=87 63 25 78 76 73 88 25 12 102 96 84 88 112 88 16 72 101 26 23 92 88 12 85 89 61 136 34 20 109
split_gain=0.927667 1.48109 1.19185 1.58651 1.14165 1.42073 1.32079 1.91613 1.34714 1.28955 1.10686 1.17423 1.07874 1.05579 1.01293 1.12321 0.989408 0.96845 2.47332 1.88131 0.915448 3.81973 3.3742 3.36231 3.14926 4.78922 3.57014 5.47053 4.70458 4.66614
threshold=0.92663154006004345 0.25111535191535955 331.50000000000006 23.615000724792484 20.925000190734867 0.49468609690666204 -0.27278964221477503 323.50000000000006 1.9650000333786013 0.52701103687286388 -0.99924010038375843 0.87789881229400646 -0.41538223624229426 -0.92384436726570118 0.26280753314495092 7.4149999618530282 0.54131421446800243 -0.51693841814994801 248.50000000000003 5.2950000762939462 -0.11000641062855719 1.0000000180025095e-35 0.63499999046325695 0.69367122650146495 -0.70263656973838795 0.26819320023059851 0 12.750000000000002 6.3250000476837167 0.74786007404327404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=20 2 10 -4 14 9 8 -8 -7 -6 -2 12 -12 -10 17 -16 -15 18 -3 -20 24 -22 -23 -24 25 -1 29 -28 -29 -26
right_child=1 4 3 -5 5 6 7 -9 13 -11 11 -13 -14 16 15 -17 -18 -19 19 -21 21 22 23 -25 26 -27 27 28 -30 -31
leaf_value=0.0012499754596894477 0.0037370886751695686 -0.0078182375846573941 0.014242665378731631 -0.0049707785841416226 0.0099284001546812821 0.0090173095111446139 -0.0096585270711644147 0.0062104032708979818 0.0028935985943984869 -0.0036263663637717924 -0.0053608524360849209 -0.0041144429835602275 -0.020689005235379393 -0.01087558345650049 -0.016128949988633397 -0.0014900821359141879 -0.0021625062667638547 -9.0343845492418593e-06 0.021546677432343134 0.003920457225928947 -1.2785631137844488e-05 0.0045957442076010593 -0.0062766027536002057 -0.0011440381512855177 0.00010242084048945749 0.00016901432922045623 -0.00093127261995749216 -0.0004394580494877585 0.00031831138318881363 0.0017010448803984623
leaf_weight=11168 38 26 21 22 47 29 110 23 101 28 24 301 22 34 20 38 781 3524 24 41 1005426 243 336 6339 63360 124214 22846 40511 41430 4919
leaf_count=11168 38 26 21 22 47 29 110 23 101 28 24 301 22 34 20 38 781 3524 24 41 1005426 243 336 6339 63360 124214 22846 40511 41430 4919
internal_value=-5.0243e-07 -0.000663572 -0.00348252 0.00441253 -0.00041357 -0.00178615 -0.0022491 -0.00691428 -0.00159252 0.00486795 -0.0043643 -0.00525149 -0.0126917 -0.00192842 1.73007e-05 -0.00653797 -0.002526 0.000122475 0.00521522 0.0104286 2.1352e-06 -2.0842e-05 -0.00119171 -0.0014024 7.75476e-05 0.000258186 -6.37576e-05 -0.00024706 -5.6324e-05 0.000217558
internal_weight=1.32605e+06 5254 428 43 4826 1153 1078 133 945 75 385 347 46 916 3673 58 815 3615 91 65 1.32079e+06 1.01234e+06 6918 6675 308448 135382 173066 104787 81941 68279
internal_count=1326046 5254 428 43 4826 1153 1078 133 945 75 385 347 46 916 3673 58 815 3615 91 65 1320792 1012344 6918 6675 308448 135382 173066 104787 81941 68279
cat_boundaries=0 1
cat_threshold=582
is_linear=0
shrinkage=0.05


Tree=335
num_leaves=31
num_cat=1
split_feature=93 28 57 12 61 19 115 23 19 39 100 136 18 72 56 79 84 19 53 64 62 99 64 95 12 112 35 86 12 2
split_gain=1.2278 3.41289 3.16857 3.98687 3.84822 3.10941 4.24773 4.6597 3.92333 3.54954 3.45357 3.38015 4.16142 4.75889 4.04713 3.97617 3.2013 3.17582 4.4135 3.91747 3.73361 3.44266 3.11952 3.06328 3.30677 3.81603 3.12621 3.20234 3.01381 3.0101
threshold=-0.10769029706716536 1022.0499877929689 237.20729827880862 3.2749999761581425 0.26112990081310278 9.5450000762939471 -0.28400452435016627 6.9649999141693124 14.039999961853029 12.750000000000002 0.49494376778602606 0 6.4600000381469735 0.72623831033706676 110.97993850708009 5.3849999904632577 0.81604790687561046 7.4149999618530282 0.14500000327825549 3.0449999570846562 0.31682591140270239 -0.26286940276622767 38.815000534057624 -0.81857630610465992 1.1749999523162844 -0.95878320932388295 11.650000095367433 0.83964639902114879 1.9650000333786013 232.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 11 7 9 16 -7 -9 23 -13 15 -15 -14 -8 19 20 -17 -19 -20 -16 24 25 -1 -25 -28 -11 -29
right_child=-2 -3 4 -5 -6 6 8 10 -10 28 -12 12 13 14 22 17 -18 18 21 -21 -22 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=-0.0033147135230414309 -1.9838342227259344e-05 -0.00068323041676130781 0.001642637553982724 -0.0022643830166814744 0.00029643892509102266 9.1829709889790483e-05 0.00032329259243976042 -0.00024124486177533379 0.00083098762924704948 -0.00076211579513066287 0.00072023679078699965 -0.0007071227795141722 -4.9152356631810095e-05 -0.0058220293330041115 8.1869346273377863e-05 0.00096418909695060321 -0.0013757326936829264 0.022213641331194245 0.0013397490913942926 -0.0011574319200618351 0.0029406414929932607 0.0058241690090911798 -0.0075143511897562453 -0.00092728492296634225 -0.0024181990174552445 0.0016179413721584706 0.0015101910339682693 -0.0017898381238621213 -0.0023298000603827313 0.00064028679030304772
leaf_weight=546 1013820 13522 5687 1884 79789 11609 7141 28700 18775 29524 13845 7323 9426 299 21756 9324 4532 47 20731 2838 54 437 136 5437 3026 1391 4726 2036 3421 3406
leaf_count=546 1013820 13522 5687 1884 79789 11609 7141 28700 18775 29524 13845 7323 9426 299 21756 9324 4532 47 20731 2838 54 437 136 5437 3026 1391 4726 2036 3421 3406
internal_value=6.83345e-06 9.36773e-05 0.000128948 2.54862e-05 0.000386006 4.59822e-05 -0.000124898 -0.000302609 0.00038346 -0.000659983 7.16406e-05 0.000262107 0.000422825 0.000550098 -4.42337e-05 0.000857837 -0.000336348 0.00111357 0.00148208 0.000469109 0.0119093 0.00143233 3.46792e-05 -0.000303456 -0.0013856 0.000227529 4.0514e-05 0.000558012 -0.000924904 -0.000268889
internal_weight=1.32519e+06 311368 297846 212370 85476 210486 117547 87099 30448 44554 42545 92939 72371 65048 22191 42857 11673 33431 21269 12162 101 21168 21892 20568 4963 1937 15605 10168 32945 5442
internal_count=1325188 311368 297846 212370 85476 210486 117547 87099 30448 44554 42545 92939 72371 65048 22191 42857 11673 33431 21269 12162 101 21168 21892 20568 4963 1937 15605 10168 32945 5442
cat_boundaries=0 1
cat_threshold=6288
is_linear=0
shrinkage=0.05


Tree=336
num_leaves=31
num_cat=3
split_feature=93 52 58 70 28 88 4 136 111 127 79 80 74 77 43 52 136 89 89 91 5 61 111 115 112 55 59 136 4 32
split_gain=1.10809 3.18194 3.61882 3.17126 2.94008 2.90935 3.96555 4.08237 3.94153 3.70853 4.61798 3.66687 3.5775 3.29154 3.28913 2.99867 3.76681 3.92361 3.66869 3.31631 3.55813 4.03485 3.29392 3.85478 3.73814 3.58035 2.9959 2.99051 3.62441 3.02653
threshold=-0.10769029706716536 0.22500000149011615 275.02043151855474 191.72559356689456 1022.0499877929689 -0.85665813088417042 5.3500001430511483 0 0.25819030404090887 -0.19936034083366391 7.2750000953674325 329.39382934570318 0.40378975868225103 17.224999427795414 13.550000190734865 7.5950000286102304 1 -0.77022773027420033 -0.69100260734558094 0.64914831519126903 3.0499999523162846 0.2773499339818955 0.3934647142887116 -0.98897820711135853 0.35019405186176306 1.825000047683716 110.50509262084962 2 13.449999809265138 10.750000000000002
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=1 2 -1 -4 5 15 7 11 26 13 -11 12 14 -9 -7 16 17 19 -17 -3 -21 -22 24 25 -19 -24 -8 29 -29 -10
right_child=-2 4 3 -5 -6 6 8 9 27 10 -12 -13 -14 -15 -16 18 -18 22 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00046928856218607005 -1.8846424714631545e-05 0.002013093722840714 0.021099822231284954 0.0024400187872763916 -0.00067933449690874394 0.0014132016368146566 -0.0088559423830360164 0.00092163893599259909 -0.0034177017817129153 -0.00016968663670948012 0.0006941962130385472 -0.0027613715895326561 -0.0003368148113568129 -0.0062522297279666295 0.0208270568580536 1.996743165367483e-05 0.00031468908560924668 -0.0028275581203968773 -0.0022930803546704374 -0.004467791996218942 0.027641839883919508 0.007124397960871969 0.027658106734895188 0.0006949086128849013 0.016044974854836861 0.0055280200001689497 -0.0010733125419885694 0.00015768350140618471 -0.0040482830662836155 -0.00050775593182214227
leaf_weight=12627 1013820 5954 23 2274 13095 2625 125 23273 936 42913 24190 1447 32581 161 22 18534 51556 930 1889 33 37 68 23 5081 27 89 11499 39138 519 19699
leaf_count=12627 1013820 5954 23 2274 13095 2625 125 23273 936 42913 24190 1447 32581 161 22 18534 51556 930 1889 33 37 68 23 5081 27 89 11499 39138 519 19699
internal_value=6.49178e-06 8.89934e-05 0.000801367 0.00262686 5.31301e-05 8.6981e-05 -1.7215e-05 0.000150551 -0.000313976 0.000330807 0.000141735 -0.000294442 -0.000193196 0.000872352 0.00157456 0.000333337 0.00050214 0.00129026 -0.000193975 0.0021907 0.00985341 0.0143544 0.000400414 0.000897162 -0.0022951 0.0100726 -0.001157 -0.000151445 0.000102613 -0.000639441
internal_weight=1.32519e+06 311368 14924 2297 296444 283349 199128 127212 71916 90537 67103 36675 35228 23434 2647 84221 63798 12242 20423 6092 138 105 6150 5193 957 112 11624 60292 39657 20635
internal_count=1325188 311368 14924 2297 296444 283349 199128 127212 71916 90537 67103 36675 35228 23434 2647 84221 63798 12242 20423 6092 138 105 6150 5193 957 112 11624 60292 39657 20635
cat_boundaries=0 1 2 3
cat_threshold=6800 274 5249
is_linear=0
shrinkage=0.05


Tree=337
num_leaves=31
num_cat=3
split_feature=93 31 30 39 52 38 136 111 24 136 88 6 7 9 79 43 136 67 78 67 38 90 122 95 30 101 57 2 59 88
split_gain=1.00006 3.02133 3.14878 2.88784 3.44906 3.34748 4.06575 3.21838 3.47857 3.20539 3.46734 4.08127 3.33441 3.22523 3.22437 3.21437 3.47616 3.43135 2.94169 2.80784 2.6752 2.67408 3.71244 3.17921 2.65467 5.76231 2.6413 2.61255 2.59514 2.96132
threshold=-0.10769029706716536 1014.6499938964845 1012.5499877929689 15.650000095367433 0.18500000238418582 8.3499999046325701 0 0.17772948741912845 213.50000000000003 1 -0.39539904892444605 6.3500001430511483 3.7500000000000004 11.550000190734865 6.7650001049041757 12.750000000000002 2 1.1250000000000002 32.664999008178718 52.034999847412116 19.150000572204593 -0.61102578043937672 -0.60873827338218678 -0.99365749955177296 1025.6499633789065 0.039096903055906303 160.60128021240237 314.50000000000006 159.874137878418 -0.50029385089874256
decision_type=2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 -6 20 12 14 15 -13 -12 16 17 -11 26 -9 -5 23 24 -3 -23 -26 27 -14 29 -18
right_child=-2 21 3 9 7 6 -8 19 -10 10 11 13 18 -15 -16 -17 28 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.1768350492207173e-05 -1.7904103952359965e-05 0.0019284956092587486 0.01996448107862047 -0.00098166383880627425 0.001998094223951538 0.0038153583347149025 -0.0017013825497766998 0.00077392935152350781 -0.00084961327962538636 0.0082457380331426439 -0.00058684053727734191 -0.0044606886572227623 0.0010013532500421063 0.0034516238567108906 0.0017614699289368752 -3.3784589230893584e-05 0.0051172672558683335 0.0025010536253317916 0.011324542504584756 0.0061008655233308678 -0.010565305202574048 8.2431341859579758e-05 -0.00062071981489425954 6.7689950926847622e-05 -0.0011806060658081582 0.030973822792822667 -0.0001823205142495904 0.010858784976449831 0.0012837693208836217 0.024953159708953041
leaf_weight=77871 1013820 2359 28 4556 1307 1430 432 37922 5974 461 6371 911 178 150 1897 1806 130 596 58 249 74 32387 39304 85135 38 22 6730 108 2862 22
leaf_count=77871 1013820 2359 28 4556 1307 1430 432 37922 5974 461 6371 911 178 150 1897 1806 130 596 58 249 74 32387 39304 85135 38 22 6730 108 2862 22
internal_value=6.16731e-06 8.45443e-05 0.0002439 0.000476858 0.000711949 0.00280482 0.00254678 0.000624923 -0.000338426 6.32689e-05 0.000312107 -0.000422682 0.000841638 -0.00334208 -4.8047e-05 0.00172184 0.00250068 0.00495962 0.000110375 0.000808678 -0.00113239 -6.76844e-05 -0.00029394 0.000117861 0.000101897 0.0106094 1.767e-05 0.00472374 0.00161652 0.00798825
internal_weight=1.32519e+06 311368 152123 74252 47342 1890 1862 45452 7281 26910 22280 9329 12951 1061 8268 5877 4071 1057 7074 38171 4630 159245 71751 87494 32447 60 7016 286 3014 152
internal_count=1325188 311368 152123 74252 47342 1890 1862 45452 7281 26910 22280 9329 12951 1061 8268 5877 4071 1057 7074 38171 4630 159245 71751 87494 32447 60 7016 286 3014 152
cat_boundaries=0 1 2 3
cat_threshold=3845 960 32
is_linear=0
shrinkage=0.05


Tree=338
num_leaves=31
num_cat=2
split_feature=60 52 60 66 12 75 88 87 136 86 84 82 74 20 106 18 136 37 31 89 93 54 123 29 91 63 28 110 82 19
split_gain=0.957628 1.94082 3.24559 2.7583 4.36843 4.10682 2.99657 3.49162 3.22506 2.64087 2.5847 3.49662 2.50002 2.44136 4.29088 3.53645 2.29323 3.75428 2.59171 2.48853 2.46193 2.8543 2.37224 2.33159 2.1789 2.15353 2.58323 2.51572 2.38128 2.38515
threshold=0.82784664630889904 9.7349996566772479 0.54612740874290477 14.734999656677248 2.0849999189376835 0.78352361917495739 -0.6583818495273589 0.79793936014175426 0 0.89843082427978527 0.7995278835296632 346.37455749511724 0.86846667528152477 5.305000066757203 -0.87535062432289112 11.120000362396242 1 9.0500001907348651 1021.3500061035157 -0.17161096632480619 -0.97937610745429982 1.9550000429153445 -0.30069434642791742 1013.1499938964845 0.44151073694229132 0.37878321111202246 1013.0499877929689 0.40261125564575201 324.52088928222662 9.5450000762939471
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 10 -1 -6 9 -9 -8 11 13 -11 14 -5 -16 20 23 -19 -20 21 24 -21 -18 -7 26 -12 -28 -29 -30
right_child=-2 2 -4 4 6 16 7 8 -10 12 25 -13 -14 -15 15 -17 17 18 19 22 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=2.8418453734653512e-05 0.00020079152728375406 -0.00060105019053511774 -5.3629008370362696e-05 -0.0013234657599874165 0.00028275333438401099 -0.005380821492315494 -0.0024589937687676719 0.00088440868010733031 -0.00079420716085499719 0.017301713726059955 -0.00058685592004759763 0.018457391443662347 -0.0005757848348973009 0.0012951901238380079 0.0075666709858924156 0.035399207419582773 -0.0013026737992859576 -7.0620655802703224e-05 -0.00088977847392564388 -0.001498382951029473 -0.00062545990665466115 -0.001260845109402033 -0.0091758753370063811 0.0069273729624239194 -0.022279117573052648 0.00015333463300330386 -0.0013259218099488837 0.0039802418469678143 0.0057417307210226474 -0.0077090975471461806
leaf_weight=932294 60145 33396 143084 46 35996 413 2621 4412 8100 33 897 30 48 10844 25 21 121 46017 5924 225 23498 947 182 298 20 13517 335 1557 52 90
leaf_count=932294 60145 33396 143084 46 35996 413 2621 4412 8100 33 897 30 48 10844 25 21 121 46017 5924 225 23498 947 182 298 20 13517 335 1557 52 90
internal_value=5.85974e-06 -3.40806e-06 -0.00015722 2.15282e-05 0.000306784 -6.79046e-07 3.40973e-05 -0.000554218 -0.000202219 -0.0021842 0.000816169 0.00141076 0.00670764 0.001364 0.00947468 0.0202728 -0.000350057 -0.000163352 -0.000201115 -0.00114961 -0.000745698 -0.00279847 -0.00493156 0.00455068 -0.00616134 0.000419748 0.00164838 0.00263412 0.00341494 -0.00278344
internal_weight=1.32519e+06 1.26504e+06 176480 1.08856e+06 78624 1.00994e+06 51210 15214 12512 2702 27414 10966 81 10936 92 46 77645 52767 52348 6331 24878 1380 407 419 433 16448 2931 2034 1699 142
internal_count=1325188 1265043 176480 1088563 78624 1009939 51210 15214 12512 2702 27414 10966 81 10936 92 46 77645 52767 52348 6331 24878 1380 407 419 433 16448 2931 2034 1699 142
cat_boundaries=0 1 2
cat_threshold=2576 5520
is_linear=0
shrinkage=0.05


Tree=339
num_leaves=31
num_cat=0
split_feature=114 56 105 60 75 112 14 25 58 91 89 11 63 20 72 95 126 95 21 90 55 94 23 124 75 93 79 79 63 69
split_gain=0.936016 3.01563 4.79804 3.78623 3.34732 3.01678 3.01623 2.94743 3.05196 3.55203 3.47834 3.07423 2.8838 3.62034 3.48083 3.35886 3.23852 2.66219 2.65998 3.08582 2.85638 2.60459 2.6629 2.43223 2.41095 2.33063 2.48149 2.28237 2.15623 2.28478
threshold=-0.35019405186176294 202.558464050293 -0.17365971207618711 0.27791503071784979 0.38589857518672949 -0.28400452435016627 2.435000061988831 351.50000000000006 155.18965911865237 -0.69677200913429249 -0.90893122553825367 5.1499998569488534 0.26853297650814062 5.9049999713897714 0.66910940408706676 -0.58622255921363819 0.97625884413719188 0.41696888208389288 5.555000066757203 -0.14015500247478482 1.1649999618530276 -0.25831560790538782 5.5250000953674325 0.77159520983695995 0.85810247063636791 0.16850107163190844 8.4949998855590838 34.405000686645515 0.22002577036619189 196.61857604980472
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 7 8 9 21 -11 -12 14 27 -8 -15 -16 28 20 -20 -19 -3 -23 -22 -17 -7 -27 -14 -10 -30
right_child=1 2 -4 4 -6 25 12 -9 17 10 11 -13 13 15 16 24 -18 18 19 -21 23 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-7.4814639343361638e-06 -6.4286655028670674e-06 -0.012090472759004555 -0.00067050706931241159 0.0012409522020799431 0.00042455800333792169 0.0039834591679551654 0.0022176464647054674 -0.0078321048470009879 -0.0046584845285325017 0.028113629923512542 -0.0027594553766067367 0.015294840437575029 0.027388029514501495 0.016533100827752303 0.032015267804716578 -0.0046754903342098673 0.010027332176618718 -0.0023767741430284726 -0.009019844082574691 0.010606339695337027 0.0012973593725335031 0.018597430411726238 -0.0028988810913527716 0.025086854336702592 0.010244104744154305 0.022165386163090408 0.0034237915494789682 0.0045178692415356637 0.0082830801457780736 0.0023010355390670578
leaf_weight=1208652 87260 29 6078 2124 17717 763 40 73 97 30 37 65 24 30 33 133 34 84 155 23 21 25 34 22 34 38 33 20 182 1298
leaf_count=1208652 87260 29 6078 2124 17717 763 40 73 97 30 37 65 24 30 33 133 34 84 155 23 21 25 34 22 34 38 33 20 182 1298
internal_value=5.56679e-06 0.000140897 0.000580014 0.000907657 0.000684514 0.00224153 0.00273623 0.00204471 0.00238772 0.00796011 0.0131475 0.00874573 0.00705822 0.0040254 0.0138891 0.0011292 0.0208572 0.00173633 -0.00253975 -0.00648388 0.00298824 0.000178978 0.00620973 0.0134687 -0.00163797 0.00478975 0.0134545 0.0169925 0.00256334 0.00303667
internal_weight=1.32519e+06 116536 29276 23198 20675 2958 2523 2175 2102 220 132 102 348 241 107 197 67 1882 305 178 127 88 59 43 167 834 71 44 1577 1480
internal_count=1325188 116536 29276 23198 20675 2958 2523 2175 2102 220 132 102 348 241 107 197 67 1882 305 178 127 88 59 43 167 834 71 44 1577 1480
is_linear=0
shrinkage=0.05


Tree=340
num_leaves=31
num_cat=1
split_feature=87 59 92 74 14 22 92 127 79 98 56 100 78 34 96 124 84 56 122 100 33 80 82 72 136 85 54 92 3 67
split_gain=1.12613 2.44729 2.66344 2.1317 2.54628 2.12842 2.28172 2.365 2.18479 1.82938 3.84657 2.10722 2.66596 2.49663 2.10651 2.44654 1.97422 2.24152 1.91107 1.85888 1.84889 2.02796 2.01338 2.43245 4.30708 4.92148 4.40911 2.56776 3.25482 2.42295
threshold=0.88536140322685253 110.50509262084962 -0.69729796051979054 0.39800621569156652 0.84499999880790722 5.0450000762939462 -0.87065312266349781 -0.38266885280609125 8.8550000190734881 -0.99838683009147633 281.40629577636724 -0.31451214849948878 3.9250000715255742 13.150000095367433 -0.99785384535789479 -0.35019405186176294 0.9230061173439027 245.04994964599612 -0.96811076998710621 0.17129424959421161 9.6500000953674334 320.71025085449224 255.19528961181643 0.73000428080558788 0 0.86593556404113781 0.14500000327825549 0.77910864353179943 285.50000000000006 33.004999160766609
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=-1 2 5 4 -4 6 8 -8 -2 10 14 12 -11 16 15 -5 18 -18 -13 -16 21 -20 -22 24 26 -26 27 28 -24 -25
right_child=1 -3 3 9 -6 -7 7 -9 -10 11 -12 13 -14 -15 19 -17 17 -19 20 -21 22 -23 23 29 25 -27 -28 -29 -30 -31
leaf_value=1.6405163953748967e-05 -0.01581758443458841 -0.00010520890541444777 0.0062928136148386535 0.021995768242556116 -0.0065746767118319187 -0.0053745193344670846 -0.0078206741009489624 0.012032970329746604 0.0017061836407621109 0.019968790099024775 0.018354105983713741 -0.010364007056606088 0.0020583932453622604 -0.0026606961865666906 -0.0044763737638971509 0.0012295526729242223 0.015439793014278015 0.00082889337597104405 0.00066694757151236021 0.0084948361179392248 0.0083546471069840828 -0.011006012688287431 0.001504445692588543 -0.0027091566113257 0.027063733309178668 0.0054318033740855757 -0.0077417499483909379 -0.0007018853419435186 0.025193610047953653 0.0091351699242566489
leaf_weight=1219797 29 102314 45 23 264 602 20 60 46 25 38 44 123 1253 131 37 45 63 77 35 85 72 29 531 34 116 121 74 29 47
leaf_count=1219797 29 102314 45 23 264 602 20 60 46 25 38 44 123 1253 131 37 45 63 77 35 85 72 29 531 34 116 121 74 29 47
internal_value=2.79665e-06 -0.000153197 -0.00135131 -0.000744556 -0.00470077 -0.00402922 0.00119574 0.00706956 -0.00506967 -0.000341366 0.00363548 -0.000720661 0.0050838 -0.00104855 0.00116067 0.00918994 0.000429159 0.00691677 -0.000127363 -0.00174148 0.000243347 -0.00497368 0.000972556 0.000332925 0.00331466 0.0096891 -0.00081539 0.005472 0.013349 -0.00174604
internal_weight=1.32621e+06 106412 4098 3341 309 757 155 80 75 3032 264 2768 148 2620 226 60 1367 108 1259 166 1215 149 1066 981 403 150 253 132 58 578
internal_count=1326209 106412 4098 3341 309 757 155 80 75 3032 264 2768 148 2620 226 60 1367 108 1259 166 1215 149 1066 981 403 150 253 132 58 578
cat_boundaries=0 1
cat_threshold=2326
is_linear=0
shrinkage=0.05


Tree=341
num_leaves=31
num_cat=2
split_feature=94 109 85 28 103 84 78 32 28 55 58 132 111 79 79 59 89 96 10 75 136 22 121 136 27 77 95 89 79 102
split_gain=1.17609 3.54523 3.85068 4.18163 2.86288 2.84498 2.74028 2.82658 2.67553 3.49146 2.67385 2.42871 2.41204 2.33959 2.3413 2.46032 2.48893 2.24321 2.26375 2.22919 2.22396 2.17665 2.96927 2.20894 3.11756 3.12691 2.7266 2.39065 2.30674 2.22525
threshold=-0.95180580019950856 0.093178287148475661 0.69729506969451915 1014.3500061035157 0.57953748106956493 0.87437340617179882 1.0049999952316286 10.650000095367433 1021.9500122070314 0.30500000715255743 182.25131988525393 1018.8500061035157 0.20249561220407489 33.055000305175788 14.385000228881838 110.50509262084962 -0.82446855306625355 1.0000000180025095e-35 10.050000190734865 0.44797281920909887 0 6.6749999523162851 -0.68832838535308827 1 332.50000000000006 19.585000038146976 -0.80357238650321949 -0.34795081615447992 6.7650001049041757 -0.97399494051933277
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2
left_child=1 2 4 11 -1 19 -3 8 20 -10 12 -4 -9 14 21 16 -16 -14 -19 -5 -8 23 -23 -12 27 26 28 29 -26 -25
right_child=-2 6 3 5 -6 -7 7 10 9 -11 13 -13 17 -15 15 -17 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0010766317959162218 1.4041723004966338e-05 -0.0033567860375865021 -0.00043611334173523247 -0.0037021055005558839 -0.0080875189861795999 -0.0065338809541875282 -0.0041777404974689394 0.002828573874705833 0.023730782298371195 0.0019190712787865384 -0.00036545895271731138 -0.014032281281525325 0.00053107802197441983 -0.0036261894846817697 0.0064444219145704728 0.00089934822896390459 -0.0088807971251662812 -0.001397975585416383 -0.010560022963163182 -0.0012980968296400104 -0.0010263063974761298 0.0011229643944860518 -0.00040713776698859684 -0.0091360855568200349 0.022381482257818185 0.023047550842165948 -0.0028600266973583775 -0.0035691515866301416 0.0033965272586404661 -0.00062259627913828952
leaf_weight=2701 1252956 608 7040 1403 88 384 714 1114 20 222 9820 33 18213 480 34 6296 120 497 78 3084 2579 4871 9083 80 24 20 107 1600 48 1892
leaf_count=2701 1252956 608 7040 1403 88 384 714 1114 20 222 9820 33 18213 480 34 6296 120 497 78 3084 2579 4871 9083 80 24 20 107 1600 48 1892
internal_value=2.65682e-06 -0.000192076 -0.00088532 -0.00127593 0.00078748 -0.00240328 -1.75452e-05 1.75124e-05 -0.00135252 0.00372169 0.000106577 -0.000499548 0.000568037 -0.000159819 -0.000110875 0.000746622 -0.00549731 0.000434003 -0.00264083 -0.00204978 -0.00172541 -0.000311668 0.000126983 -0.000762036 -0.00178904 0.00429707 0.00220204 -0.00213311 0.00972485 -0.000967971
internal_weight=1.32621e+06 73253 14733 11944 2789 4871 58520 57912 3535 242 54377 7073 19902 34475 33995 6450 154 18788 575 4487 3293 27545 13954 13591 3771 199 179 3572 72 1972
internal_count=1326209 73253 14733 11944 2789 4871 58520 57912 3535 242 54377 7073 19902 34475 33995 6450 154 18788 575 4487 3293 27545 13954 13591 3771 199 179 3572 72 1972
cat_boundaries=0 1 2
cat_threshold=145 4709
is_linear=0
shrinkage=0.05


Tree=342
num_leaves=31
num_cat=1
split_feature=94 109 85 28 84 35 103 14 136 8 64 119 54 32 105 39 33 125 62 12 88 54 98 65 23 91 33 57 132 8
split_gain=1.06183 3.1992 3.47524 3.77392 2.59018 2.78897 2.58375 2.52396 5.33362 3.31497 3.14603 2.83389 2.64789 2.58273 2.50526 2.40064 2.7734 3.17666 2.6642 3.36545 2.54462 2.76357 2.26956 2.54888 2.48291 2.2168 2.59896 2.27518 2.19191 2.1836
threshold=-0.95180580019950856 0.093178287148475661 0.69729506969451915 1014.3500061035157 0.84021484851837169 14.449999809265138 0.57953748106956493 1.4550000429153445 0 4.3500001430511483 10.75500011444092 0.9170251488685609 0.9650000035762788 10.650000095367433 -0.5702010691165923 12.449999809265138 12.449999809265138 0.77159520983695995 0.42920343577861791 2.5949999094009404 -0.998712658882141 1.794999957084656 -0.4081375896930694 0.75499999523162853 9.3249998092651385 -0.98918491601943959 16.44999980926514 245.9750900268555 1018.8500061035157 5.3500001430511483
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 28 22 -6 25 8 9 14 -9 15 -13 -10 -3 16 -12 29 19 -19 -17 -22 23 -5 -25 26 -1 -27 -4 -18
right_child=-2 7 3 4 5 -7 -8 10 13 -11 11 12 -14 -15 -16 20 17 18 -20 -21 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.01893300772127178 1.3339636447071274e-05 -0.00085977429576957951 -0.00041430769194444384 -0.0044130408047384018 -0.0070965310161415097 -0.0021404706289591814 -0.007683143048780039 0.00055790197471609589 -0.0023146452621803492 -0.0027910426468284229 -5.254269735230808e-05 0.006091579772531986 -0.012237876551526208 0.00014460701657286555 0.0050031089203818654 0.0094792706744296351 0.0072217635194500619 0.0080025606048412818 0.00036175838765757363 0.030073851112261296 -0.0050048526065430412 -0.00085013481936370427 -0.0041110569758009826 -0.00019620369567956253 -0.012911282073204909 0.0012029676374407921 -0.0032002843739021391 -0.0046967205119352526 -0.013330667216866982 -0.0014010047982770226
leaf_weight=36 1252956 2998 7040 468 514 634 88 24231 1127 3143 1308 25 93 20260 194 56 124 39 32 31 442 4237 745 2471 39 2469 21 175 33 180
leaf_count=36 1252956 2998 7040 468 514 634 88 24231 1127 3143 1308 25 93 20260 194 56 124 39 32 31 442 4237 745 2471 39 2469 21 175 33 180
internal_value=2.52188e-06 -0.00018251 -0.000841054 -0.00121213 -0.00228312 -0.00435947 0.000748106 -1.67156e-05 -0.000362821 -0.00163582 0.000294822 -0.000675895 -0.00835452 1.50083e-05 -0.000503446 -0.000535396 0.001068 0.00467804 0.0123134 0.017777 -0.0011158 -0.00124261 -0.00164287 -0.00102541 -0.000393769 0.0010228 0.0107786 0.000812481 -0.000474571 0.00211618
internal_weight=1.32621e+06 73253 14733 11944 4871 1148 2789 58520 27722 6335 30798 6567 118 21387 3192 6449 1714 406 102 70 4735 4679 3723 2978 2510 2701 57 2644 7073 304
internal_count=1326209 73253 14733 11944 4871 1148 2789 58520 27722 6335 30798 6567 118 21387 3192 6449 1714 406 102 70 4735 4679 3723 2978 2510 2701 57 2644 7073 304
cat_boundaries=0 1
cat_threshold=3456
is_linear=0
shrinkage=0.05


Tree=343
num_leaves=31
num_cat=2
split_feature=17 94 109 85 29 104 32 74 88 136 14 110 61 6 54 95 20 31 103 91 79 79 115 31 8 66 66 136 123 88
split_gain=0.968768 0.960633 2.89678 3.20202 3.18576 3.18207 2.45207 2.60761 2.54141 2.39871 2.38979 2.56731 2.35926 2.56416 2.25588 2.24627 2.24469 3.03233 2.22141 2.22672 2.18861 2.62717 2.81319 2.72639 2.38716 2.83737 2.61019 3.131 3.49094 3.8395
threshold=2.6699999570846562 -0.95180580019950856 0.024373659864068035 0.69729506969451915 1014.7500000000001 -0.93747979402542103 10.650000095367433 0.80006158351898204 -1.0000000180025095e-35 0 0.60500001907348644 -0.21905072778463361 0.23602187633514407 2.8500000238418584 0.034999999217689044 0.84003186225891124 5.5450000762939462 1015.2500000000001 0.57953748106956493 -0.98918491601943959 35.145000457763679 11.525000095367433 -0.36648726463317866 1020.4500122070314 13.150000095367433 3.6350001096725468 1.294999957084656 1 0.26722820103168493 -0.89345848560333241
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=-1 2 3 18 12 9 7 8 -4 16 11 -8 13 -5 -14 -7 17 -6 19 -2 21 24 23 -23 26 -26 27 28 29 -12
right_child=1 -3 6 4 5 15 10 -9 -10 -11 20 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0085643809853176798 0.010892348112039534 1.2898560546459406e-05 -0.0013108783815626605 0.0096571584837615125 -0.011641150632114086 -3.3153798101458733e-05 0.010494703175904958 0.0015261947928037645 -0.0054108254937768286 -0.0069103009400879947 0.0087733518612324538 -0.0072077637923978538 0.010002073800812167 0.00046400052580754573 -0.00087684175692887771 -0.016526979518433415 -0.0017476785994537958 -0.0031994503939985204 -0.0072327361785851059 0.00080536397843621293 -0.0028626706798938199 0.00092004650190583416 -0.0017216271282885359 -0.0044198986776372382 -0.0058258139688132119 0.0021162103705385828 -0.00024678274553311508 0.0001240533743081939 0.0076191159744161676 0.00084123996096557027
leaf_weight=33 56 1252923 2478 112 146 1212 23 668 446 409 170 187 48 235 6582 21 1569 392 84 2379 627 14634 1162 243 373 161 32600 4461 288 1487
leaf_count=33 56 1252923 2478 112 146 1212 23 668 446 409 170 187 48 235 6582 21 1569 392 84 2379 627 14634 1162 243 373 161 32600 4461 288 1487
internal_value=2.39578e-06 2.60896e-06 -0.000173385 -0.000842644 -0.00121939 -0.00239492 -2.56658e-05 -0.00129234 -0.00193625 -0.00341467 5.49832e-05 -0.00526892 -0.000587736 0.00343124 -0.00079808 -0.000314071 -0.00269055 -0.00549032 0.000761565 0.00103734 7.48747e-05 0.000108014 0.000647758 0.000832824 -0.000110928 -0.00343131 -6.54714e-05 0.000857218 0.00252517 0.00165504
internal_weight=1.32621e+06 1.32618e+06 73253 13245 10726 3749 60008 3592 2924 2516 56416 210 6977 347 6630 1233 2107 538 2519 2435 56206 55579 16039 14877 39540 534 39006 6406 1945 1657
internal_count=1326209 1326176 73253 13245 10726 3749 60008 3592 2924 2516 56416 210 6977 347 6630 1233 2107 538 2519 2435 56206 55579 16039 14877 39540 534 39006 6406 1945 1657
cat_boundaries=0 1 2
cat_threshold=241 50
is_linear=0
shrinkage=0.05


Tree=344
num_leaves=31
num_cat=0
split_feature=87 18 73 100 9 15 62 33 88 68 88 60 104 82 67 83 77 82 67 77 30 87 15 72 70 64 34 67 20 97
split_gain=1.05101 2.29971 2.35921 2.02411 2.036 2.2971 2.26746 1.95506 2.45217 2.19828 1.93938 2.38528 1.9053 1.8963 2.28979 1.99444 1.81629 2.18691 2.50339 2.3959 4.04234 2.92049 2.26299 2.48395 3.94632 2.41402 2.71453 2.71473 2.3263 2.23087
threshold=0.88536140322685253 6.9049999713897714 0.54764336347579967 0.62852907180786144 14.250000000000002 2.3850001096725468 0.40642708539962774 12.150000095367433 -0.94050481915473927 315.26031494140631 -0.24904332309961316 0.28071287274360662 -0.29778033494949335 236.5353927612305 1.9249999523162844 314.74223327636724 20.304999351501468 351.61599731445318 2.9650000333786015 28.425000190734867 1013.3500061035157 0.90854230523109447 1.5649999976158144 0.66388845443725597 318.05107116699224 2.0649999380111699 11.250000000000002 0.40500000119209295 5.3849999904632577 -0.99856510758399952
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 16 13 -5 6 7 9 -9 -6 -10 -12 -7 14 -2 -16 -3 18 22 29 21 -21 28 25 -25 26 -24 -28 -18 -20
right_child=1 2 -4 4 5 12 -8 8 10 -11 11 -13 -14 -15 15 -17 17 -19 19 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=1.5420196535098825e-05 -0.0075064850496724348 0.00029937418758080097 -0.00015077140454029781 -0.0030483573131888705 -0.012510215320988841 -0.0071190690812830519 -0.0039519200611504773 0.026548151178285479 0.00081228473935416852 0.0091214945190586146 0.0050690926542436635 0.027851100862026214 0.0079851666169885836 -0.00039318687015675358 -0.002329941504091645 0.011896548205385766 0.022735378308140715 -0.013118649001504916 0.015604577248450369 0.011104696787630305 0.0032197267773361616 0.030518236707967633 -0.0069415009104877067 0.0030641919237714781 0.02792728223837912 -0.0036118402124196806 0.018627537057424585 0.0015755752905112306 0.003113084239885211 0.0015414428842941948
leaf_weight=1219797 207 8285 82619 1561 23 106 63 20 53 24 27 20 26 10953 120 31 23 24 30 76 154 26 93 79 20 361 24 850 44 470
leaf_count=1219797 207 8285 82619 1561 23 106 63 20 53 24 27 20 26 10953 120 31 23 24 30 76 154 26 93 79 20 361 24 850 44 470
internal_value=2.27344e-06 -0.000148427 -6.08283e-05 -0.000765196 -0.00226489 0.00111355 0.00413092 0.00718014 0.0105658 -0.00146424 0.00736939 0.0147636 -0.00414399 -0.000510231 -0.00409118 0.000590729 0.000642933 0.00189464 0.00205478 0.00439932 0.00833308 0.0160532 0.000868388 0.000446729 0.00808704 -0.000122842 0.00117967 0.00204382 0.0098491 0.00238523
internal_weight=1.32621e+06 106412 93178 13234 1923 362 230 167 120 47 100 47 132 11311 358 151 10559 2274 2250 756 256 102 1494 1427 99 1328 967 874 67 500
internal_count=1326209 106412 93178 13234 1923 362 230 167 120 47 100 47 132 11311 358 151 10559 2274 2250 756 256 102 1494 1427 99 1328 967 874 67 500
is_linear=0
shrinkage=0.05


Tree=345
num_leaves=31
num_cat=2
split_feature=92 22 136 71 63 58 61 105 127 123 60 28 88 57 4 37 2 35 93 136 34 90 108 10 117 22 76 100 86 108
split_gain=1.0508 4.37952 4.50634 4.05392 4.09958 3.66884 3.57626 4.67217 3.50994 3.1793 3.13477 2.75186 2.70544 4.24136 3.05961 2.88667 2.52678 3.48237 2.75759 2.49536 3.0383 2.37902 2.44204 3.35012 2.58225 2.34466 2.26378 2.56111 2.37601 2.35608
threshold=-0.93829649686813343 6.2149999141693124 0 312.52600097656256 0.24680136144161227 166.6421813964844 0.25769636034965521 -0.79641178250312794 0.85260769724845897 0.19936034083366397 0.28071287274360662 1019.6499938964845 0.18298090249300006 234.71539306640628 4.5499999523162851 12.750000000000002 335.50000000000006 20.050000190734867 -0.92936983704566944 1 8.9499998092651385 -0.80185365676879872 -0.31140716373920435 6.1499998569488534 -0.33379416167736048 6.8550000190734872 17.474999427795414 0.84150424599647533 0.82525750994682323 -0.99277213215827931
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 16 12 9 5 -5 7 -7 -8 21 -9 -11 -3 15 -15 -14 18 -18 19 -1 -21 22 23 24 -4 -26 27 29 -28 -22
right_child=-2 2 3 4 -6 6 8 10 -10 11 -12 -13 13 14 -16 -17 17 -19 -20 20 26 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-4.2912032690991012e-05 6.2954800725675483e-06 -0.0036518748900248553 0.0021796975712127546 -0.0053341438443484631 0.0011114084725162923 0.036508507413479191 0.0026039061567711612 -0.0055877325101755561 0.017163813825837284 0.0013540661636862496 0.020742222437491784 -0.0028167881817730716 -0.0089233105427040955 0.0028654919285327199 0.029886501576666807 0.0087466854945217314 -0.0022836505344603366 0.0095122210354020367 -6.9750643550917121e-05 0.0090792680494761208 0.0094213010093845504 -1.7028405103060208e-05 -0.0018286096615840802 -0.0078714278940525319 0.029713386152870953 0.0086567700291291273 -0.009563156684965525 0.0096325919066590285 -0.0027148431722214209 -0.0013590336183363842
leaf_weight=4679 1242445 1114 85 55 5395 24 189 20 53 5878 26 424 59 20 22 38 2797 64 18638 68 51 31027 2907 45 20 39 142 54 1172 8165
leaf_count=4679 1242445 1114 85 55 5395 24 189 20 53 5878 26 424 59 20 22 38 2797 64 18638 68 51 31027 2907 45 20 39 142 54 1172 8165
internal_value=-5.22872e-06 -0.000177178 0.000137953 0.000218455 0.00145926 0.00657272 0.00867169 0.018625 0.00579265 4.16504e-05 0.00929442 0.00107345 -0.00280877 0.00374613 0.0170194 -0.00200104 -0.00059442 -0.00201978 -0.000470729 -0.000992216 -0.00145086 -0.000148907 -0.00147055 0.00403673 0.00775803 0.0157946 -0.00152709 -0.00122078 -0.00345492 -0.00129212
internal_weight=1.32572e+06 83270 47440 46187 5762 367 312 70 242 40425 46 6302 1253 139 42 97 35830 2861 32969 14331 9652 34123 3096 189 144 59 9584 8270 1314 8216
internal_count=1325715 83270 47440 46187 5762 367 312 70 242 40425 46 6302 1253 139 42 97 35830 2861 32969 14331 9652 34123 3096 189 144 59 9584 8270 1314 8216
cat_boundaries=0 1 2
cat_threshold=16 516
is_linear=0
shrinkage=0.05


Tree=346
num_leaves=31
num_cat=0
split_feature=8 72 62 76 36 121 100 60 12 103 58 122 78 73 94 122 103 106 60 67 88 88 127 37 62 121 98 11 94 69
split_gain=1.09598 2.82118 4.4242 4.04117 4.29126 3.13814 3.66984 4.51487 4.3601 4.75352 3.59306 3.81919 3.82283 3.18142 3.05961 3.83458 2.86743 3.96589 4.09287 3.71504 3.24119 2.85009 3.17069 2.86268 2.80859 2.76819 2.58842 3.12601 2.71073 3.12908
threshold=5.4500000476837167 0.58215323090553295 0.25019672513008123 5.1549999713897714 10.949999809265138 -0.5663846731185912 0.35262307524681097 0.28626681864261633 1.4950000047683718 0.93774291872978222 160.1215515136719 0.737249255180359 14.994999885559084 0.33329710364341741 -0.050664955750107758 -0.0087262028828264497 0.79423242807388317 -0.94821619987487782 0.22003787755966189 1.3550000190734866 -0.157804399728775 -0.1104457378387451 -0.80382624268531788 11.750000000000002 0.45306268334388738 -0.49240480363368982 -0.78920289874076832 13.550000190734865 -0.9935626983642577 298.55334472656256
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 -1 -5 24 7 8 10 14 11 12 -7 -9 -10 -16 17 -3 19 -19 -18 22 -21 -23 -6 -12 -8 28 29 -28
right_child=-2 2 -4 4 5 6 26 13 9 -11 25 -13 -14 -15 15 -17 20 18 -20 21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.3659216416024545e-05 3.55498039761072e-05 -0.0029602262594561682 -0.00014731924007432487 -0.0014940318748729365 0.0022935211908059676 -0.010398684923068247 -0.0016711364227007545 0.0032639736524023295 0.0051823223852518648 -0.015171629205966989 -0.0065005099400877956 0.01276207126642543 0.01194916782392697 0.00012020777383811189 0.030399292824720897 0.0099096235624086624 -0.0021636540240341654 0.017686757995271248 -0.00065490282647254379 0.014481398628817666 -0.0082586341284722805 0.018986483214375301 -0.0038997369628482863 0.0040370118188055226 -7.4718619636202671e-05 0.0032430199954614439 -0.0022318196148635484 0.020349523084005342 7.0154890391785292e-05 0.016148113763253941
leaf_weight=335580 738849 1793 217586 2113 5354 147 2783 906 413 24 78 27 22 7201 27 148 1172 46 5986 27 268 39 179 179 1634 1114 39 20 1904 57
leaf_count=335580 738849 1793 217586 2113 5354 147 2783 906 413 24 78 27 22 7201 27 148 1172 46 5986 27 268 39 179 179 1634 1114 39 20 1904 57
internal_value=-4.9673e-06 -5.59773e-05 -0.000193871 3.11767e-05 0.000657808 0.000865445 0.000455673 0.000996428 0.00312406 0.00663985 0.00157387 -0.00469974 -0.0074895 0.00047154 0.00753011 0.0130709 -0.00123928 -0.000879901 -0.00030214 0.00419071 -0.003298 0.00272652 -0.00149056 0.00671146 0.00173976 0.00260544 -0.000682241 0.000680182 0.000483488 0.00868127
internal_weight=1.32572e+06 586866 227275 359591 24011 21898 14910 10107 2000 612 1388 196 169 8107 588 175 9689 8249 6456 470 1440 424 206 218 6988 1192 4803 2020 2000 96
internal_count=1325715 586866 227275 359591 24011 21898 14910 10107 2000 612 1388 196 169 8107 588 175 9689 8249 6456 470 1440 424 206 218 6988 1192 4803 2020 2000 96
is_linear=0
shrinkage=0.05


Tree=347
num_leaves=31
num_cat=1
split_feature=8 74 22 136 88 104 57 76 103 38 19 118 6 110 106 27 85 81 56 31 126 2 100 17 62 93 94 108 112 53
split_gain=0.989124 2.58345 3.61999 2.80479 4.02429 2.7181 2.59925 2.44414 5.14174 3.29665 2.83923 2.85139 3.77863 2.77585 2.73772 2.63814 2.63279 3.68019 2.59744 2.5956 2.54213 2.54325 2.73007 2.93607 2.91466 3.32459 3.21149 2.94111 2.83459 2.77981
threshold=5.4500000476837167 0.55878928303718578 5.2950000762939462 0 -0.50932428240776051 1.0000000180025095e-35 204.89601898193362 5.0850000381469735 -0.47827015817165369 10.150000095367433 11.775000095367433 0.90255093574523937 1.2500000000000002 -0.17204068601131436 -0.5466509461402892 139.50000000000003 0.82651939988136303 264.83003234863287 183.22075653076175 1014.1499938964845 -0.98624804615974415 318.50000000000006 0.68988385796546947 6.0650000572204599 0.35841436684131628 -0.75474709272384632 -0.25831560790538782 -0.45788766443729395 -0.36648726463317866 0.62500000000000011
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 6 -6 -4 16 10 -10 11 15 19 -12 20 -9 -1 18 -18 -13 -11 22 24 -24 25 27 29 -22 -28 -27
right_child=-2 2 3 -5 5 -7 -8 8 9 14 13 12 -14 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=2.1325493772050726e-05 3.3772313860101308e-05 -0.0013657026165459756 -0.0032225713857353313 -0.00010743978487770786 -0.003111810356740356 0.012304094112237339 -0.00024521522097065011 0.020357612176753938 -0.0023856852198176209 -0.003316713172880697 -0.0031585949469226764 0.0078928922036928788 0.001227278645092156 0.001433363747939417 -0.00067059664827174572 0.0025661550117909476 -0.0047334984246294801 -0.00010123984568475489 -0.0014032056681991857 0.031146942025848796 0.01801889310590923 -0.00062848094741070745 -0.01172720592894892 -0.00075898980075837081 0.00055302008375383372 0.0088665639410731995 0.0012251529518457081 0.00039713623824770615 0.01677622430647413 0.0037736586029647671
leaf_weight=318696 738849 6286 795 215319 2040 29 9405 21 1207 383 400 21 46 1857 5090 2668 747 6454 2708 28 24 2451 67 683 4927 354 1261 1767 30 1102
leaf_count=318696 738849 6286 795 215319 2040 29 9405 21 1207 383 400 21 46 1857 5090 2668 747 6454 2708 28 24 2451 67 683 4927 354 1261 1767 30 1102
internal_value=-4.71893e-06 -5.31784e-05 -0.00018206 -0.000149368 -0.000884394 -0.00289573 -0.000477274 3.2212e-05 0.000515169 0.000144566 0.00193744 0.00300587 0.0115192 0.000619547 0.000312934 0.0027051 -3.63006e-06 -0.000806258 -0.00212324 0.0211809 0.000696578 0.000817933 0.00116499 -0.00173882 0.00139508 0.00230933 0.00340209 0.000633274 0.00158653 0.00501191
internal_weight=1.32572e+06 586866 233874 227588 12269 2069 10200 352992 24387 19346 5041 2784 95 2257 18139 2689 328605 9909 3455 49 13049 12666 10215 750 9465 4538 2747 1791 1291 1456
internal_count=1325715 586866 233874 227588 12269 2069 10200 352992 24387 19346 5041 2784 95 2257 18139 2689 328605 9909 3455 49 13049 12666 10215 750 9465 4538 2747 1791 1291 1456
cat_boundaries=0 1
cat_threshold=16
is_linear=0
shrinkage=0.05


Tree=348
num_leaves=31
num_cat=2
split_feature=92 22 136 103 123 88 57 91 37 91 28 60 55 115 37 39 1 32 136 117 93 61 117 38 60 13 20 28 15 55
split_gain=0.937152 4.07149 3.89272 3.97692 2.93465 2.43439 3.82427 2.98921 2.60785 2.40124 2.4255 2.22108 2.90643 2.71723 3.31642 2.36891 2.17131 2.1609 2.14666 3.48272 2.64897 2.42885 2.29406 2.11385 2.08652 2.07446 2.03445 2.00691 2.91921 3.07205
threshold=-0.93829649686813343 6.2149999141693124 0 0.67398923635482799 0.19936034083366397 0.18298090249300006 234.71539306640628 -0.77940213680267323 12.750000000000002 0.94616171717643749 1019.6499938964845 0.22640234231948855 0.38499999046325689 -0.97625884413719166 14.650000095367433 12.449999809265138 350.50000000000006 17.650000572204593 1 0.8140845298767091 -0.92936983704566944 0.17182337492704394 -0.90255093574523915 12.650000095367433 0.21268977969884875 3.4150000810623173 5.2750000953674325 1013.4500122070314 2.9250000715255742 3.5249999761581425
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 5 4 11 -3 8 -8 -7 10 -6 15 13 14 -13 -4 23 -12 19 -1 21 -20 -22 -5 -25 26 -14 28 -26 -30
right_child=-2 2 3 16 9 6 7 -9 -10 -11 17 12 25 -15 -16 -17 -18 -19 20 -21 22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-0.00017550481263819463 6.4001477459930553e-06 -0.0034010462784690113 0.0026335060848880596 0.002904566193132303 0.00122440345103086 -0.008420163467210735 0.0022302196873351934 0.028938519827682863 0.0083748006041308772 0.016805789955348396 -0.0035930911485463311 0.0284156848192215 -0.0031899701422402334 0.0017782815421552686 0.0056105305864052341 -0.0059915168750080371 0.0087808421241676368 0.012510874954750763 -0.013923224391272436 0.003956655606231047 0.00096457435924310721 -0.0014200140835382269 -0.00067985164787052977 -0.0068816968446216466 -0.00069658802318153909 -0.01013233016889829 -8.6873590794364283e-05 0.0017729054017660267 0.020533439274312875 0.0019411404619698741
leaf_weight=9771 1242445 1114 107 1476 5783 59 20 22 38 24 392 25 537 142 44 311 97 22 39 538 2520 9571 13391 88 2000 52 32225 2761 33 68
leaf_count=9771 1242445 1114 107 1476 5783 59 20 22 38 24 392 25 537 142 44 311 97 22 39 538 2520 9571 13391 88 2000 52 32225 2761 33 68
internal_value=-4.48303e-06 -0.000166867 0.000136978 0.000211796 2.36892e-05 -0.00260179 0.00361658 0.0162203 -0.00184069 0.00102087 0.000959734 -0.000161804 -0.000115961 0.00573351 0.0138733 -0.00378368 0.00135593 -0.00273732 -0.000569168 4.0103e-05 -0.000814975 -0.00147076 -0.000419406 0.00124385 0.000748652 -0.000153575 -0.000137736 0.000886758 -0.000277761 0.00801585
internal_weight=1.32572e+06 83270 47440 46187 39664 1253 139 42 97 6221 6197 33443 33025 211 69 418 6523 414 35830 10309 25521 9610 15911 6426 4950 32814 32762 4862 2101 101
internal_count=1325715 83270 47440 46187 39664 1253 139 42 97 6221 6197 33443 33025 211 69 418 6523 414 35830 10309 25521 9610 15911 6426 4950 32814 32762 4862 2101 101
cat_boundaries=0 1 2
cat_threshold=16 518
is_linear=0
shrinkage=0.05


Tree=349
num_leaves=31
num_cat=2
split_feature=2 92 136 59 105 60 38 3 101 82 104 15 121 112 55 89 100 27 54 71 55 74 35 99 91 136 24 20 91 9
split_gain=0.981768 2.60594 2.76109 2.78315 3.66085 2.14 2.18721 1.76917 1.72196 1.84149 1.82193 1.94707 1.71326 2.50935 3.08584 3.39949 3.28001 2.26171 2.23416 1.88683 1.81101 2.73139 1.71702 1.67575 2.17444 2.23984 2.37102 1.98621 3.67947 2.24269
threshold=320.50000000000006 -0.99363949894905079 0 299.11418151855474 -0.40356436371803278 0.32643428444862371 10.750000000000002 15.500000000000002 0.6892184615135194 312.55856323242193 -0.98258092999458302 2.7250000238418584 -0.5663846731185912 -0.94260558485984791 1.1349999904632571 -0.74988755583763111 0.50926226377487194 293.50000000000006 1.0249999761581423 265.29696655273443 1.6649999618530276 0.60454398393630993 17.650000572204593 -0.93003487586975087 -0.51784563064575184 1 350.50000000000006 4.8650000095367441 0.31579379737377172 10.050000190734865
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=-1 2 3 7 -5 6 -4 -2 9 10 -7 -12 17 19 15 -15 -17 18 -8 -14 21 -16 -22 24 -3 26 27 28 29 -26
right_child=1 23 5 4 -6 8 12 -9 -10 -11 11 -13 13 14 20 16 -18 -19 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.1440198458291472e-05 -0.015441513386873627 -0.00016409795163301684 -0.013359525210588523 -0.0015343364035230011 0.022206368111073974 -0.0035671231695298166 -0.012890323053579778 -0.0043453592936626368 0.0024208784624463043 -0.002488849921506827 0.00071322654977651638 -0.010409532979829238 -0.00096547781361331199 -0.0047574959086099022 0.00047916346607176035 0.0065779632184272399 0.029778352939290927 -0.0064096822311276768 0.0038327468360555084 -0.019001980787464259 -0.00039089645767033469 -0.020015194279880362 0.014778952524065973 -8.96480823960613e-06 -0.001725192878248975 -0.0019355672635882832 0.016801091823726893 -0.00070217662098697332 0.01740173616189844 0.0056487968520361328
leaf_weight=977142 38 46543 46 62 22 305 24 657 551 938 2405 40 29 30 37 39 25 359 119 29 277 29 20 286068 247 3779 20 5619 39 177
leaf_count=977142 38 46543 46 62 22 305 24 657 551 938 2405 40 29 30 37 39 25 359 119 29 277 29 20 286068 247 3779 20 5619 39 177
internal_value=-4.25887e-06 -7.63002e-05 -0.00110229 -0.00386346 0.00468347 -0.000688019 -0.00269528 -0.00495206 -0.00018629 -0.000575809 7.67113e-05 0.000531259 -0.00221292 -0.000186782 0.00105659 0.00913058 0.0156406 -0.00429153 0.00102608 -0.00998373 -0.00103419 -0.00852593 0.000630642 -5.80835e-05 -0.000307114 -0.00098077 -0.000385656 -0.000442806 0.00270493 0.0013531
internal_weight=1.32572e+06 348573 6081 779 84 5302 1063 695 4239 3688 2750 2445 1017 515 457 94 64 502 143 58 363 66 297 342492 56424 9881 6102 6082 463 424
internal_count=1325715 348573 6081 779 84 5302 1063 695 4239 3688 2750 2445 1017 515 457 94 64 502 143 58 363 66 297 342492 56424 9881 6102 6082 463 424
cat_boundaries=0 1 2
cat_threshold=4244 882
is_linear=0
shrinkage=0.05


Tree=350
num_leaves=31
num_cat=0
split_feature=15 108 67 21 69 107 58 89 4 61 5 91 72 38 55 23 123 54 54 121 20 64 109 115 54 84 16 72 91 5
split_gain=0.985064 3.10212 2.29349 3.09423 2.5521 2.03094 2.96321 2.6912 2.41826 2.34167 2.1284 2.19927 2.66 3.20042 2.54404 4.01293 3.80685 2.95168 2.99367 2.60564 2.53248 2.29416 1.99412 1.9391 2.89348 4.44936 1.95652 3.72891 3.50884 5.01415
threshold=0.6850000023841859 0.34423160552978521 2.2949999570846562 5.1349999904632577 282.51646423339849 -0.97948741912841786 327.88066101074224 -0.22390649467706678 0.75000000000000011 0.41035635769367224 5.5499999523162851 -0.70778203010559071 0.46259094774723059 14.650000095367433 0.064999999478459372 5.4049999713897714 -0.60873827338218678 0.18500000238418582 0.50499999523162853 -0.62249094247817982 5.1949999332427987 0.32500000298023229 -0.21997978538274762 0.18222858756780627 0.62500000000000011 0.77204376459121715 11.775000095367433 0.34381587803363806 0.26144091784954077 4.9500000476837167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 23 8 -8 9 -7 11 -10 14 -14 16 20 19 -17 -19 -13 21 -16 -23 26 25 -25 27 28 -1 -30
right_child=-2 -3 3 4 -6 6 7 -9 10 -11 -12 12 13 -15 15 17 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0026900543859221804 4.7047210316326868e-06 7.577385711044827e-05 0.019652197024385847 -0.00019158464324908766 0.01870860828552395 -0.0094691444520636978 0.00090932990565444495 0.02380603732807296 0.00014243385516801198 -0.00026880708624134369 -0.0040031699601449219 0.0066455235651561202 -7.3060072645014551e-05 -0.0062985510983275261 -0.0094708929642696275 0.019085977658290756 -0.0056442478831325261 -0.0099392122498923735 0.0017274862430367425 0.028309739267696504 -0.0098395852057663151 0.015178629285495343 -0.001563022461904557 0.031296240026131274 0.0010797812855303849 0.0024385310928611197 -0.0016686223631212861 -0.00048140144446293933 0.005424700470686686 0.035469044674010505
leaf_weight=348 1293521 21278 28 167 20 199 33 21 1720 106 799 35 309 622 44 22 35 62 486 23 177 29 46 22 226 34 2558 2651 41 21
leaf_count=348 1293521 21278 28 167 20 199 33 21 1720 106 799 35 309 622 44 22 35 62 486 23 177 29 46 22 226 34 2558 2651 41 21
internal_value=-2.09149e-06 -0.000275428 -0.00096202 0.00415088 0.00182983 -0.00106505 -0.00183251 0.00981361 -0.00196592 -0.00627165 -0.00166806 -0.00115123 -0.00232854 -0.0042323 -0.000480352 -0.00132428 0.00737816 0.00112845 0.000407531 0.0152365 -0.00604745 -0.000407043 0.00491042 -0.000444954 0.00360091 0.0137755 -0.000648003 0.000204902 0.00464244 0.015601
internal_weight=1.32568e+06 32162 10884 215 187 10669 4768 54 4714 305 4409 3610 1890 931 959 866 93 570 548 58 296 119 75 5901 282 56 5619 3061 410 62
internal_count=1325683 32162 10884 215 187 10669 4768 54 4714 305 4409 3610 1890 931 959 866 93 570 548 58 296 119 75 5901 282 56 5619 3061 410 62
is_linear=0
shrinkage=0.05


Tree=351
num_leaves=31
num_cat=0
split_feature=18 75 114 64 111 108 7 55 78 13 124 92 96 19 29 88 80 116 115 67 52 88 84 17 103 67 19 65 13 86
split_gain=0.946641 2.56213 2.17805 1.91178 3.1942 3.691 2.94491 3.157 3.14608 3.1258 2.97821 2.78961 2.84782 2.76856 4.2901 2.7562 2.64646 2.6339 2.93953 2.57851 2.51019 2.49823 2.86062 2.46791 2.40128 2.39977 3.27754 3.54709 2.86084 3.45028
threshold=6.9049999713897714 0.68527311086654674 0.97988739609718334 4.3949999809265146 -0.035465443506836884 -0.03752132132649421 7.5499999523162851 0.064999999478459372 4.8750000000000009 0.56499999761581432 -0.71322327852249134 -0.75242945551872242 -0.77262371778488148 14.039999961853029 1011.3500061035157 0.6582903563976289 255.161247253418 -0.98624804615974415 -0.92384436726570118 4.9449999332427987 0.2650000005960465 -0.095451753586530672 0.7732357680797578 5.7200000286102304 -0.97311550378799427 0.88499999046325695 4.8800001144409189 1.1150000095367434 1.3949999809265139 0.7557964324951173
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 25 7 10 9 16 -1 12 19 -11 -15 20 -9 18 -8 -5 21 22 -12 -20 -14 28 27 -27 29 -6
right_child=-2 2 -4 11 5 -7 17 8 -10 13 15 -13 24 14 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0023978486338782374 1.1292840114652487e-05 -0.00095817064424693623 0.013007320476961987 -0.0077623879006265108 0.0058428507686282202 -4.8116748258530743e-05 0.020109526544379502 0.019774859967486312 0.0018160740386970109 -0.0017085048246098661 0.023868615038692951 -0.00042880825808521783 0.016274946187015461 0.018931714861391811 0.00099412264773854992 -0.0088879120560028616 0.0030373920999081424 -0.0019982003021776959 0.014623651796331009 -0.001774579204132103 -0.0030436725082873097 0.0026488814970406778 0.0066275603011839313 -0.0014794441136410056 -0.00053585546523359396 -0.0016409772511740976 -0.00052446668388159915 0.025886972680687903 0.0054846764369964754 -0.0039028845060616458
leaf_weight=196 1206498 9618 28 395 96 93142 26 30 3104 1943 25 4163 23 40 200 39 111 1219 30 330 99 520 639 115 278 22 951 25 96 1682
leaf_count=196 1206498 9618 28 395 96 93142 26 30 3104 1943 25 4163 23 40 200 39 111 1219 30 330 99 520 639 115 278 22 951 25 96 1682
internal_value=-1.98692e-06 -0.000136417 -0.000917632 -6.76228e-05 -2.10427e-05 -0.000102554 0.000917801 0.00133821 0.000774495 -0.000616668 0.0033539 -0.00100434 -0.00333957 -0.0010827 0.00398372 0.00420665 0.00659856 -0.00118301 0.00462819 -0.0050369 0.00460469 0.00524421 0.0072767 0.00185223 0.000748691 -0.001868 0.00011253 0.0130015 -0.00292274 -0.00337668
internal_weight=1.32568e+06 119185 9646 109539 104350 96014 8336 6946 5428 2324 1518 5189 1026 2183 240 1322 141 1390 171 725 1283 1184 664 145 301 2872 998 47 1874 1778
internal_count=1325683 119185 9646 109539 104350 96014 8336 6946 5428 2324 1518 5189 1026 2183 240 1322 141 1390 171 725 1283 1184 664 145 301 2872 998 47 1874 1778
is_linear=0
shrinkage=0.05


Tree=352
num_leaves=31
num_cat=0
split_feature=81 35 53 126 31 60 58 67 15 15 14 23 40 73 20 100 20 58 67 12 72 0 28 8 58 126 16 30 87 26
split_gain=0.928717 4.16493 3.85116 3.48095 3.93987 2.76184 2.62534 3.1467 3.86236 3.56465 2.74196 2.61689 2.49333 3.98174 3.51518 3.51303 2.82535 2.84081 2.71912 5.65192 4.02033 3.69189 2.83263 2.64889 3.09419 2.5269 2.45011 2.73927 3.87168 2.57387
threshold=317.41857910156256 10.449999809265138 0.14500000327825549 -0.87878364324569691 1013.5499877929689 0.50394412875175487 262.47923278808599 4.3450000286102304 1.794999957084656 1.3550000190734866 2.495000004768372 5.7449998855590829 8.4499998092651385 0.88761615753173839 6.6250000000000009 -0.25578869879245753 5.5050001144409189 194.31348419189456 5.1150000095367441 1.3550000190734866 0.84437620639801036 258.50000000000006 1020.1499938964845 12.050000190734865 160.1215515136719 0.93038213253021251 6.0650000572204599 1017.8500061035157 0.88662302494049083 344.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2 -6 8 9 -8 -10 -12 -4 15 -15 16 17 -14 20 21 23 25 -23 26 -25 -20 -17 29 -29 -28
right_child=1 2 12 4 6 -7 7 -9 10 -11 11 -13 13 14 -16 18 -18 -19 19 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=1.0354057445568802e-05 -0.0015289056108934024 0.019027421480665607 -0.00013114164720970915 -0.0013233418606867294 0.0018226837310505223 -0.0001912722821938548 0.012211309073420315 0.0010680495449099583 0.022487220036176345 -0.0025994687366196457 0.00030134452077058648 0.021868076619946147 0.024154523128850594 0.025654577083885674 0.0054855969972079678 -0.0084201582027451389 0.0022705571413054273 0.0066935782073855856 -0.0078276631603948765 0.0010493638994891336 0.014474462029258056 0.012153677163379534 0.0361287513483231 0.018467713717484114 0.0015669147436204831 0.013246517061171206 -0.001865217088437398 0.00054362887195765787 0.019863137244074434 -0.0094220054267521308
leaf_weight=1221192 8227 30 81781 655 913 7268 77 173 72 86 39 22 36 25 159 126 165 66 25 2362 42 28 22 33 151 33 1066 656 27 126
leaf_count=1221192 8227 30 81781 655 913 7268 77 173 72 86 39 22 36 25 159 126 165 66 25 2362 42 28 22 33 151 33 1066 656 27 126
internal_value=-1.88757e-06 -0.000144956 -1.32382e-05 0.00211977 0.00187076 -0.000901483 0.00338461 0.0064252 0.00955624 0.00439703 0.0158792 0.00807951 -6.39569e-05 0.00100334 0.00822595 0.000735619 0.00631454 0.0128563 0.000418487 0.0015608 -0.00084847 0.0127461 0.0227027 -0.00114301 0.00459804 0.00416282 -0.00167092 -0.00121737 0.00130736 -0.00266401
internal_weight=1.32568e+06 104491 88996 2067 2037 15495 1382 469 296 163 133 61 86929 5148 184 4964 267 102 4697 2470 2227 108 50 2185 184 58 2001 1875 683 1192
internal_count=1325683 104491 88996 2067 2037 15495 1382 469 296 163 133 61 86929 5148 184 4964 267 102 4697 2470 2227 108 50 2185 184 58 2001 1875 683 1192
is_linear=0
shrinkage=0.05


Tree=353
num_leaves=31
num_cat=0
split_feature=23 92 12 76 57 55 102 94 52 96 39 52 33 71 90 30 14 58 60 119 115 2 2 24 1 7 25 85 28 38
split_gain=0.879759 3.40979 2.78127 2.50015 2.41982 2.45458 2.47806 2.42612 2.76307 2.2778 2.17478 2.37713 2.15115 2.85579 2.13763 2.67168 2.22045 2.67359 2.13159 2.06895 2.01412 1.96952 2.54872 1.92907 1.9177 2.33248 1.89092 1.84004 2.17039 1.8143
threshold=5.1849999427795419 -0.96999123692512501 0.78499999642372142 20.664999961853031 160.60128021240237 0.42499999701976782 0.38854080438613897 0.80099037289619457 0.2650000005960465 -0.53709357976913441 9.4499998092651385 2.2749999761581425 11.84999990463257 264.77917480468756 -0.83637875318527211 1015.4500122070314 1.6649999618530276 330.90466308593756 0.46496869623661047 -0.98897820711135853 0.41467745602130895 348.50000000000006 355.50000000000006 323.50000000000006 324.50000000000006 7.4500000476837167 308.50000000000006 0.88972175121307384 1013.1499938964845 12.449999809265138
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 -3 5 6 12 8 -8 18 -11 14 -5 -14 15 -12 -16 23 21 -7 24 -6 -23 26 25 -1 -18 -13 -29 -15
right_child=-2 3 -4 4 9 19 7 -9 -10 10 11 27 13 29 16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0044175579311068521 1.1559210104961711e-05 -1.6240218835368436e-05 -0.00086650797929172787 -0.01429040255429952 -0.001791530188190252 0.0090029933468692685 0.016684914466280204 -0.0020992564131428891 0.000137632317384895 -0.013559104464948178 0.0055702831639453422 -0.0050934146618952549 -0.012518635175656529 0.015342369085798661 0.014439470860629511 0.025208209945964788 -0.00041899101977998566 0.018599656079895794 0.00081390714781927819 -0.0067046990805943868 0.0062109283047417805 0.012881842491682619 -0.0069405448933442431 -0.0051989054965852488 -0.012045759677185524 0.010590463683561042 0.017028328240849079 0.017357895352567234 -0.0022805689888841965 -0.0010455473571231492
leaf_weight=629 1197046 116318 5484 46 3434 22 52 109 49 20 43 114 40 24 39 29 44 20 1213 445 45 50 24 99 79 27 24 24 34 57
leaf_count=629 1197046 116318 5484 46 3434 22 52 109 49 20 43 114 40 24 39 29 44 20 1213 445 45 50 24 99 79 27 24 24 34 57
internal_value=-1.79319e-06 -0.000126045 -0.00126385 -6.78038e-05 -0.00105835 -0.00354202 -0.000540962 0.003074 0.00865703 -0.000656086 0.0025887 0.00327584 -0.00508673 -0.00158781 0.00597733 0.01348 0.0035871 0.00132377 -0.000992867 -0.00596472 -0.00405747 -0.00161762 0.00645296 -0.000745194 -0.00468614 -0.00379985 0.00573889 -0.00140465 0.00584569 0.00381013
internal_weight=1.32568e+06 128637 6264 122373 6055 844 377 210 101 5211 490 470 167 121 298 72 226 187 4721 467 780 3508 74 167 735 656 68 172 58 81
internal_count=1325683 128637 6264 122373 6055 844 377 210 101 5211 490 470 167 121 298 72 226 187 4721 467 780 3508 74 167 735 656 68 172 58 81
is_linear=0
shrinkage=0.05


Tree=354
num_leaves=31
num_cat=0
split_feature=15 104 97 29 92 59 23 20 52 72 79 37 1 90 127 4 4 18 15 58 101 102 17 76 17 73 123 21 60 18
split_gain=0.886148 2.92043 2.3512 3.28521 2.07983 2.03009 2.93589 3.83536 2.78375 3.74051 2.46876 3.86093 3.44085 2.37517 3.07238 2.46813 2.24268 2.49884 2.27415 2.05299 2.80454 2.25578 2.00331 2.68144 2.74004 1.9886 3.93427 2.43276 4.33315 2.5194
threshold=0.6850000023841859 -0.93747979402542103 -0.99951866269111622 1016.0499877929689 -0.25985422730445856 195.22729492187503 5.6050000190734872 5.4649999141693124 0.34499999880790716 0.38704104721546179 2.2250000238418584 19.750000000000004 309.50000000000006 -0.99702042341232289 -0.14780378341674802 8.4499998092651385 5.7500000000000009 5.4100000858306894 0.66500002145767223 283.63095092773443 0.23944615572690967 0.094170123338699355 5.4100000858306894 10.484999656677248 6.0650000572204599 0.28149655461311346 -0.99809679388999928 5.1949999332427987 0.25832678377628332 8.7100000381469744
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 13 19 9 -9 22 12 16 14 -1 -15 17 18 -12 20 21 -8 -7 25 -25 26 -24 28 29 -28
right_child=-2 2 -4 4 -6 10 7 8 -10 -11 11 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.021304960791021586 4.742431087925715e-06 0.022684290605010812 4.988904573947836e-06 -0.0053292647172034219 0.013145171120995655 -0.003239489546135111 0.0024835804549469946 0.021063805254245248 -0.0040131913866498512 -0.0018006308548995911 0.021367272779752967 0.020801642367691137 0.017260356100671222 -0.0054396370118073361 -0.006077659564713637 0.011908050143669937 -0.0042686194461728838 0.00089252950446187861 0.00048442540520971471 0.015019092634320259 0.019968437492137864 -0.011942870502049724 0.02469368990743533 0.024210160288070753 -0.0010398435916396836 -0.00087696717815180503 0.030411891487892719 -0.0022703431773090882 -5.0387146184220914e-05 0.0069868262772533026
leaf_weight=20 1293521 27 23044 39 25 794 280 27 600 53 32 28 33 867 21 21 157 227 22 35 21 30 20 22 21 5407 24 163 80 22
leaf_count=20 1293521 27 23044 39 25 794 280 27 600 53 32 28 33 867 21 21 157 227 22 35 21 30 20 22 21 5407 24 163 80 22
internal_value=-1.70354e-06 -0.000260953 3.66643e-05 0.00805784 0.00188731 -0.00102371 -0.00244057 -0.000623808 -0.00284504 0.00591612 -0.000626897 0.00276328 0.00169094 -0.00448614 0.00727972 -0.00502939 0.000517902 0.00319222 0.0128594 0.00350307 0.00228536 0.00108747 -0.000885054 -0.000560445 0.0118788 -0.000654022 0.00324716 0.00176297 0.00698067 0.0192086
internal_weight=1.32568e+06 32162 23135 91 64 9027 1975 1046 680 80 7052 499 471 929 41 888 438 281 54 366 331 310 6553 5759 43 5716 309 289 126 46
internal_count=1325683 32162 23135 91 64 9027 1975 1046 680 80 7052 499 471 929 41 888 438 281 54 366 331 310 6553 5759 43 5716 309 289 126 46
is_linear=0
shrinkage=0.05


Tree=355
num_leaves=31
num_cat=1
split_feature=52 56 54 124 55 52 136 61 77 39 66 122 80 66 39 33 29 75 84 0 106 8 122 19 87 0 56 41 41 15
split_gain=1.19728 6.16882 4.45716 4.27676 3.83454 3.70673 3.59336 3.46875 3.41622 3.37051 3.35757 3.52684 3.35192 3.33639 3.31654 4.04441 4.70055 3.75857 4.28991 5.69102 5.08804 7.23925 5.20679 4.58365 4.55122 4.64566 4.53528 4.27431 4.16715 4.02832
threshold=1.0049999952316286 206.99953460693362 2.1950000524520878 0.99687939882278453 0.94499999284744274 1.8149999976158144 0 0.412415161728859 7.7850000858306894 23.050000190734867 1.794999957084656 0.9170251488685609 336.88066101074224 10.135000228881838 18.750000000000004 15.34999990463257 1011.4500122070314 0.7215774953365327 0.86518931388854992 141.50000000000003 -0.98794364929199208 2.8500000238418584 -0.99687939882278431 11.120000362396242 0.67135810852050792 84.500000000000014 282.15567016601568 3.0499999523162846 6.5499999523162851 2.1350001096725468
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 7 6 -6 8 -2 14 11 12 -7 -12 17 16 -16 18 19 20 21 -3 -23 26 -25 -26 -24 -21 -29 -19
right_child=2 3 -4 -5 5 10 -8 -9 -10 -11 13 -13 -14 -15 15 -17 -18 29 -20 27 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-6.2158086402565145e-06 -0.0023650539541163577 0.0012332317659110275 8.6352692769641955e-06 0.0030253014120283639 -0.0003797065703295098 0.00025179455844041024 0.00053360001723793727 -0.00012149898123114535 -0.0007407585037395762 0.017485332367179016 -0.0011684068487285018 -0.0035875327922846446 -0.0062439080008041513 4.2633561037079624e-05 0.022763005519089732 -0.0013591037257856403 -0.00088602050425524406 -0.000379113823655436 0.0002109636598402367 0.0012786728492583605 0.0021693661483421726 0.035965547170490025 0.0030630891083116719 -0.0017540912986511274 0.012243344120215625 0.036193831435336575 0.017012800958266929 -0.0081738657605669954 -0.00040790621231610229 0.00100598014323642
leaf_weight=671178 5725 336 480547 1647 19287 16641 24364 7900 7449 29 21135 647 201 7781 38 3313 47 16829 14280 12795 3280 20 222 21 40 41 79 187 2265 7629
leaf_count=671178 5725 336 480547 1647 19287 16641 24364 7900 7449 29 21135 647 201 7781 38 3313 47 16829 14280 12795 3280 20 222 21 40 41 79 187 2265 7629
internal_value=-4.43006e-06 3.82197e-05 -5.73588e-05 0.000510883 -0.000342729 -0.000200651 0.000130095 -0.000949876 -0.00144663 0.000443492 -0.000511768 3.51052e-05 0.000174272 -0.000842528 0.000435446 -0.0010828 0.00968649 0.000524358 0.000867867 0.00135426 0.00302304 0.00671217 0.0110642 0.00982844 0.0189887 0.0243664 0.00672431 0.000912192 -0.00100017 5.29281e-05
internal_weight=1.32595e+06 734276 591677 63098 111130 90056 43651 21074 13174 61451 46405 17489 16842 28916 61422 3398 85 58024 33566 19286 4039 759 423 403 102 81 301 15247 2452 24458
internal_count=1325953 734276 591677 63098 111130 90056 43651 21074 13174 61451 46405 17489 16842 28916 61422 3398 85 58024 33566 19286 4039 759 423 403 102 81 301 15247 2452 24458
cat_boundaries=0 1
cat_threshold=3713
is_linear=0
shrinkage=0.05


Tree=356
num_leaves=31
num_cat=1
split_feature=52 56 125 54 89 36 30 87 12 15 127 9 100 90 61 98 39 22 83 82 72 65 61 136 9 122 65 61 10 26
split_gain=1.08054 5.56736 5.22513 4.02257 3.70146 4.07959 3.74881 3.66679 3.6155 3.80171 3.43806 3.36488 3.23209 3.93488 3.42149 3.17362 3.14752 3.4476 2.9563 2.93218 2.79501 5.0518 3.51157 4.00947 3.42613 4.18421 4.57088 4.09148 4.7512 5.73858
threshold=1.0049999952316286 206.99953460693362 0.97988739609718334 2.1950000524520878 -0.35815955698490137 17.349999427795414 1019.2500000000001 0.81299772858619701 3.1950000524520878 2.685000061988831 -0.94260558485984791 1.0000000180025095e-35 -0.13903032243251798 -0.82459360361099232 0.56895613670349132 -0.99740245938301075 22.750000000000004 4.9049999713897714 288.10670471191412 222.14616394042972 0.75704503059387218 1.7649999856948855 0.3940932452678681 0 4.4500000476837167 -0.5663846731185912 12.835000038146974 0.31299605965614324 5.9500000476837167 269.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 -1 11 4 5 -2 -6 10 -9 -10 -4 12 13 -3 15 -14 20 -18 19 -12 21 -13 23 -22 25 27 -27 -23 -29 -30
right_child=3 2 7 -5 6 -7 -8 8 9 -11 18 16 14 -15 -16 -17 17 -19 -20 -21 22 24 -24 -25 -26 26 -28 28 29 -31
leaf_value=-5.9050178430791279e-06 -0.00027203122346005195 -0.0028431844757869844 -0.0097251069516216121 8.2035054535371092e-06 -0.00060262555019546858 0.00087001828287893573 -0.0023981305141147495 0.00094028481758162892 0.028679549744860696 0.0055425665841777006 0.016020882802624856 4.5834402813296853e-05 0.018923056813386772 0.015880626628294269 0.022545445431023839 0.0012356611221470966 0.027014206402489672 0.0017967174321794036 0.0067300528130631232 -4.8276462878213884e-05 0.00055453602642128303 0.0072704765532534063 0.00038805194473836126 -0.0017985657298467601 0.000771512451485972 0.00088770861144673414 0.014516014459005664 0.00072836786722788385 0.023719538785165774 0.0021659122037424429
leaf_weight=671178 71690 40 41 480547 27411 8777 3252 3086 22 92 31 22294 26 94 20 1032 23 33 791 337 2746 709 10632 5296 12158 2629 63 776 53 74
leaf_count=671178 71690 40 41 480547 27411 8777 3252 3086 22 92 31 22294 26 94 20 1032 23 33 791 337 2746 709 10632 5296 12158 2629 63 776 53 74
internal_value=-4.2085e-06 3.63087e-05 0.000485339 -5.44907e-05 -0.000325592 -0.000147461 -0.00079305 0.00214721 0.00126331 0.0100076 0.00450427 0.000360766 0.00296796 0.0102914 0.00205762 0.00167032 0.000305797 0.0121539 0.00500764 0.00130538 0.000294244 0.00053637 -0.000208264 -0.000996629 0.00120069 0.00241303 0.00120665 0.00442766 0.0021956 0.0111607
internal_weight=1.32595e+06 734276 63098 591677 111130 80467 30663 4400 3200 114 1200 58698 1212 134 1078 1058 57486 56 1159 368 57430 38756 18674 8042 16462 4304 2692 1612 903 127
internal_count=1325953 734276 63098 591677 111130 80467 30663 4400 3200 114 1200 58698 1212 134 1078 1058 57486 56 1159 368 57430 38756 18674 8042 16462 4304 2692 1612 903 127
cat_boundaries=0 1
cat_threshold=4886
is_linear=0
shrinkage=0.05


Tree=357
num_leaves=31
num_cat=1
split_feature=52 56 54 122 55 124 72 78 12 85 82 67 72 52 66 136 11 70 80 87 77 28 66 92 7 3 98 75 71 93
split_gain=0.97517 5.0473 3.63037 3.48834 3.49849 3.20413 5.0559 4.06762 3.72883 3.59638 6.29856 4.10398 3.88938 3.08134 3.58403 3.52999 3.05988 3.37877 2.98975 2.85866 2.79262 2.78593 2.70271 2.61267 3.19524 2.92576 2.75746 2.60997 3.73102 3.37325
threshold=1.0049999952316286 218.73539733886722 2.1950000524520878 0.90255093574523937 0.91500002145767223 0.99140709638595592 0.40892159938812261 22.755000114440922 3.2549999952316289 0.8394337296485902 313.43611145019537 0.64499998092651378 0.31300786137580877 1.8849999904632571 1.794999957084656 0 0.55000001192092907 330.29559326171881 336.88066101074224 0.74766096472740184 1.4650000333786013 1011.3500061035157 10.135000228881838 -0.99973067641258229 11.449999809265138 308.50000000000006 -0.99710789322853077 0.37436369061470037 273.27058410644537 -0.087229225784540163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 4 20 16 7 9 19 10 11 -7 -12 15 18 -6 17 -3 21 -8 -2 -15 -16 24 25 26 -1 28 -21 -30
right_child=2 5 -4 -5 13 6 8 -9 -10 -11 12 -13 -14 14 22 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.010997887924380242 -0.002770589876294644 0.0023991723557726073 7.7933302531612267e-06 -0.0016334168009347471 -0.0004949440992176934 0.015437860199899385 0.0071808272169040389 0.026733596057251646 0.013487383794985833 -0.0011400898129824495 0.0078565607460117648 -0.0066484043274299591 0.028901018983182997 0.002091748619693311 -0.0011002980557640357 0.00046212164609876581 0.00034328389033927512 0.019953187781253032 -0.0060236613169659912 -0.003931244951672852 -0.00067247985664776447 7.3355032373492089e-07 4.4254022799247076e-05 -6.1488520450106524e-07 0.015617940265854653 -0.0080402349958220796 -0.0025403395172583667 0.00019441469186430319 0.03196793628613586 0.0056808886176440872
leaf_weight=42 1747 1306 480547 4761 13873 33 176 27 62 101 38 58 52 1796 18891 31480 53494 28 193 32 17206 14088 7095 676128 22 247 360 2021 23 26
leaf_count=42 1747 1306 480547 4761 13873 33 176 27 62 101 38 58 52 1796 18891 31480 53494 28 193 32 17206 14088 7095 676128 22 247 360 2021 23 26
internal_value=-3.99854e-06 3.44924e-05 -5.17662e-05 -0.000309313 -0.000250047 0.000484327 0.00218272 0.00819386 0.00138894 0.00641878 0.0106367 0.0013609 0.0200156 -0.000116527 -0.000424772 0.000169358 0.00040227 0.00276762 0.000162005 0.00105966 -0.000865874 0.000237164 -0.000787799 -3.70966e-06 -0.00312214 -0.00375739 -0.0011259 0.000547135 0.00934773 0.0180197
internal_weight=1.32595e+06 734276 591677 111130 106369 57477 2649 309 2340 282 181 91 90 87416 42063 45353 54828 1334 16077 2278 18953 15884 25986 676799 671 649 402 2102 81 49
internal_count=1325953 734276 591677 111130 106369 57477 2649 309 2340 282 181 91 90 87416 42063 45353 54828 1334 16077 2278 18953 15884 25986 676799 671 649 402 2102 81 49
cat_boundaries=0 1
cat_threshold=3585
is_linear=0
shrinkage=0.05


Tree=358
num_leaves=31
num_cat=0
split_feature=112 90 53 67 70 75 65 92 6 72 121 84 37 20 31 106 68 9 107 60 52 21 103 73 63 89 91 89 4 121
split_gain=0.943091 2.1767 2.38451 2.87844 4.47577 2.56986 2.33098 2.53049 3.2766 2.21087 3.46987 2.58812 1.85088 4.47843 3.15818 2.38233 2.14653 1.91408 3.55235 2.09219 2.58096 3.7288 1.90841 1.85154 1.72904 2.03086 1.76551 1.70889 1.88791 1.80551
threshold=0.078456107527017607 -0.64530840516090382 6.4349999427795419 34.784999847412116 296.96318054199224 0.87102809548378002 2.745000004768372 -0.052216427400708192 0.94999998807907116 0.40385118126869207 -0.60873827338218678 0.8109337091445924 17.750000000000004 4.8650000095367441 1014.7500000000001 -0.99324521422386158 282.24581909179693 5.1499998569488534 -0.99289950728416432 0.35558496415615087 1.8849999904632571 5.9349999427795419 -0.97311550378799427 0.5919378697872163 0.30103100836277014 -0.98160621523857106 0.11693719029426576 -0.26005557179450983 1.8499999642372134 0.89490029215812694
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 12 9 -9 10 -8 -12 15 14 -14 16 -2 19 -19 22 21 -21 -15 -17 -11 -26 27 29 -29 -27
right_child=1 -3 -4 4 -6 -7 7 8 -10 24 11 -13 13 17 -16 23 -18 18 -20 20 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-1.0861459310385653e-05 -0.0063171962533625919 9.9664070804325456e-05 -0.00057250472518568076 0.0012179139602397169 0.032187139540910722 -0.0054565712902300313 -0.0035229994712964348 0.017082689303116731 -0.0014673876405218022 -0.0013580977560882018 0.03047337111950453 0.0099457173663027153 0.0069741108625506372 -0.01544774716141923 0.031915370120920918 0.0015825100247299807 0.0095162894343957319 0.020283340361263408 0.0015600758506671378 0.0025645954177889508 -0.0012430342771055194 0.02305440302965615 -0.001337780946261668 -0.0050344365026203696 -0.0019903054104077741 0.0087807330866662078 0.020257750898599627 -0.010638470133697545 0.00426132921082899 -0.0054132223177778853
leaf_weight=1289770 198 31567 1280 28 20 118 23 26 282 106 28 34 30 29 22 1193 24 38 76 64 121 34 138 116 77 337 23 27 100 24
leaf_count=1289770 198 31567 1280 28 20 118 23 26 282 106 28 34 30 29 22 1193 24 38 76 64 121 34 138 116 77 337 23 27 100 24
internal_value=-3.79863e-06 0.000247961 0.00126211 0.00196604 0.0141218 0.00178858 0.00205827 0.00393517 9.85279e-05 0.00545209 0.0130633 0.0192163 0.00107883 0.003561 0.0175262 0.000183884 -0.00460547 0.00210862 0.00780116 0.000427405 0.0036419 0.0096733 -0.00378801 0.000996134 0.00451989 0.00557952 0.00672018 0.00608214 0.00109366 0.00783709
internal_weight=1.32595e+06 36183 4616 3336 48 3288 3170 1087 308 779 85 62 2083 552 52 1531 222 500 114 386 219 98 167 1309 694 588 511 488 127 361
internal_count=1325953 36183 4616 3336 48 3288 3170 1087 308 779 85 62 2083 552 52 1531 222 500 114 386 219 98 167 1309 694 588 511 488 127 361
is_linear=0
shrinkage=0.05


Tree=359
num_leaves=31
num_cat=0
split_feature=124 56 60 110 65 123 72 85 108 70 100 16 11 115 23 13 81 36 73 104 91 76 58 11 88 115 98 31 29 104
split_gain=0.93669 2.65229 2.84873 3.71206 2.60273 2.61067 4.2273 2.32425 1.9724 1.93459 1.79146 1.67504 2.65541 1.64914 1.6257 2.05766 1.50338 2.18945 1.72431 1.53671 1.74302 1.50296 1.48128 1.48921 1.43263 1.49594 1.43076 1.63711 1.40177 1.87996
threshold=-0.78257837891578663 302.22378540039068 0.23763708770275119 0.86312565207481395 1.5549999475479128 -0.16504132002592084 0.65890347957611095 0.8022870421409608 0.74236363172531139 343.61370849609381 0.88783708214759838 6.9049999713897714 2.9500000476837163 -0.70088258385658253 4.7349998950958261 0.50499999523162853 267.46392822265631 10.550000190734865 0.33329710364341741 -0.99781376123428334 -0.87458431720733631 5.2750000953674325 321.86282348632818 2.5499999523162846 0.94337168335914623 -0.9366365075111388 -0.92248666286468495 1014.3500061035157 1014.1499938964845 -0.98871883749961842
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 21 6 -6 -1 14 -10 -11 12 -4 -7 15 -9 17 -17 -18 20 -20 -3 24 -24 28 -26 -14 -28 29 -16
right_child=-2 2 11 -5 5 13 -8 8 9 10 -12 -13 26 -15 22 16 18 -19 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=1.7782031269458468e-05 1.2770060933197005e-05 0.00038882421861801829 0.020704401277471335 0.025091411131434146 0.027730136873714367 -0.0061536085902757593 0.00073301400989294056 0.012836611391553147 -0.0019369955250372385 0.018713641145520592 -0.0010394492186605931 -0.001593162781385597 -0.0053087625072713801 0.011290774643421174 0.0017635756581785595 0.0074054547980817592 -0.011881345754954965 -0.0041893455118588944 0.00015054031095132817 0.00024157596322206353 0.020136570866452531 -0.015856544005994996 0.0065926844254136086 -0.0054458802268426455 0.0045047553764148195 -0.010639726252679433 0.016959596798220778 0.00097822909937950522 -0.00055507359813912894 -6.7464969489072277e-05
leaf_weight=134392 1151102 35 20 20 29 42 29 22 2584 22 24 4992 52 20 1558 43 22 766 20 130 24 24 29 225 22 63 22 59 15577 13984
leaf_count=134392 1151102 35 20 20 29 42 29 22 2584 22 24 4992 52 20 1558 43 22 766 20 130 24 24 29 225 22 63 22 59 15577 13984
internal_value=-3.6087e-06 -0.000111435 -0.00120818 0.00466169 0.00237903 0.00660663 0.0142316 -7.68586e-05 -0.000439067 -0.00175606 0.00840768 -0.00143522 0.00371803 -0.000526388 -0.000332442 -0.00229006 -0.00262119 -0.00357306 0.00130767 0.00297525 0.011052 -0.00621946 -0.000268532 -0.0040714 -0.000237577 -0.00671998 0.00116369 0.00531885 -0.000219871 0.000116087
internal_weight=1.32595e+06 174851 5344 199 179 120 58 169507 35115 2630 46 5145 153 62 32485 1027 1005 809 196 174 44 59 31458 254 31204 85 133 81 31119 15542
internal_count=1325953 174851 5344 199 179 120 58 169507 35115 2630 46 5145 153 62 32485 1027 1005 809 196 174 44 59 31458 254 31204 85 133 81 31119 15542
is_linear=0
shrinkage=0.05


Tree=360
num_leaves=31
num_cat=2
split_feature=114 80 35 18 88 65 120 3 83 87 67 66 59 4 136 98 78 55 2 4 74 18 136 79 52 96 96 66 98 113
split_gain=1.21464 2.9226 2.69937 2.99127 2.72785 2.54078 2.96934 3.30638 3.07369 4.70621 2.97041 2.69265 2.44126 2.85479 2.7066 2.62509 2.50402 2.45911 4.26221 2.52731 2.30779 2.46174 2.27947 3.25039 2.55274 3.26053 2.77576 3.67655 3.48479 2.74197
threshold=-0.35019405186176294 309.99667358398443 10.949999809265138 10.405000209808351 -0.4918005615472793 1.1950000524520876 0.061046212911605842 345.50000000000006 325.50749206542974 0.85924240946769725 0.76499998569488536 1.4950000047683718 281.03663635253912 4.6499998569488534 0 -0.60417175292968739 6.7750000953674325 1.9049999713897707 313.50000000000006 7.7500000000000009 0.49611219763755804 14.550000190734865 1 1.6050000190734866 0.58499997854232799 -0.15163017064332959 -0.96055313944816578 2.0149999856948857 -0.97756743431091297 -0.9366365075111388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=-1 22 3 -3 5 6 7 -4 -9 10 -10 -7 14 16 -6 17 -14 18 -15 -20 21 -16 24 -24 26 -26 27 28 -2 -30
right_child=1 2 4 -5 12 11 -8 8 9 -11 -12 -13 13 15 20 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-5.5322741134071314e-06 -0.011149192479406966 -0.0020648924476982353 0.0036493194395999847 0.0016565278044577238 0.0018205219936759194 -0.0020279563585496214 -0.0024062289681751284 -0.0019646376754869437 0.036628859503002008 0.0059758654795587065 0.014535137574785041 0.0016974808312931037 0.0085916020533849686 -0.0032757323761019976 -0.0036163270336531175 0.0021719372436730141 -0.0047140409134506208 0.0028188773493212447 0.033365883128274057 0.013824274273923574 0.00028877285982802298 1.2944979544841387e-05 -2.8774127773132975e-05 0.00066799561484914111 -0.00066580591652782867 -0.0037745801717210276 8.4145111638938912e-05 0.023078887486675137 0.024202019171345804 -0.0010569112375378609
leaf_weight=1209478 29 1563 828 825 1561 538 160 34 29 69 32 4926 43 31 1012 691 199 113 21 78 3034 868 54205 24215 10134 920 10368 30 21 22
leaf_count=1209478 29 1563 828 825 1561 538 160 34 29 69 32 4926 43 31 1012 691 199 113 21 78 3034 868 54205 24215 10134 920 10368 30 21 22
internal_value=9.32563e-06 0.000163446 0.000776662 -0.000779226 0.00103709 0.00178058 0.00391453 0.00493401 0.0114201 0.0149207 0.0250387 0.00133066 0.000394171 0.00248989 1.35429e-05 0.00374387 -0.00234982 0.00821384 0.0129033 0.0179695 -0.000563028 -0.00194068 6.1258e-05 0.000186355 -0.00039442 -0.000924542 0.000164895 0.00837285 0.00224533 0.0112788
internal_weight=1.32608e+06 116599 16655 2388 14267 6616 1152 992 164 130 61 5464 7651 1176 6475 934 242 243 130 99 4914 1880 99944 78420 21524 11054 10470 102 72 43
internal_count=1326077 116599 16655 2388 14267 6616 1152 992 164 130 61 5464 7651 1176 6475 934 242 243 130 99 4914 1880 99944 78420 21524 11054 10470 102 72 43
cat_boundaries=0 1 2
cat_threshold=514 2820
is_linear=0
shrinkage=0.05


Tree=361
num_leaves=31
num_cat=0
split_feature=114 83 75 14 92 64 105 112 52 89 67 89 117 79 118 7 61 115 93 0 104 115 74 76 84 26 28 83 89 63
split_gain=1.10922 2.18707 3.85536 3.52832 2.9923 2.78844 2.67009 2.32511 2.28604 3.86116 6.47029 2.80412 2.74988 2.55968 2.47332 4.81209 2.48819 2.39063 2.16791 2.17596 2.28668 2.16668 2.47182 4.20342 2.95591 2.27406 2.04493 4.00171 1.94935 2.82134
threshold=-0.23343648016452787 235.93921661376956 0.55779385566711437 0.6850000023841859 -0.95223739743232716 27.845000267028812 -0.99972623586654652 -0.99961927533149708 0.86500000953674328 -0.98782268166542042 8.0349998474121112 0.75777408480644237 0.97233289480209362 1.4650000333786013 0.99353402853012096 4.8500001430511483 0.39830349385738378 0.18222858756780627 0.90832406282424938 335.50000000000006 -0.9641607105731963 -0.8703225553035735 0.25582578778266912 23.125000000000004 0.71966019272804271 179.50000000000003 1021.3500061035157 277.99708557128912 0.24123076349496844 0.22667434811592105
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 7 8 -3 -5 9 10 -4 13 28 -11 17 -16 -17 -15 19 20 -8 -6 23 24 25 -23 -22 -28 -10 -30
right_child=1 2 5 4 21 -7 18 -9 12 11 -12 -13 -14 14 15 16 -18 -19 -20 -21 26 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-3.3629667078118386e-06 -2.6426706642585586e-05 -0.0099305196722081421 0.0032383971707895401 -0.012851561360399832 0.00014025667114807514 0.0030710174015307979 -0.002324062192305324 0.00045274391333835338 -0.00034550860085570136 -0.0072706410969840367 0.03395620930629472 -0.009153152929189114 -0.0032893907764668636 0.0038437403490857087 -0.013003399996636239 -0.00075714864841337954 0.0090013914799783375 -0.0091095192420824964 0.012679405295257941 -0.0099893246311694387 0.0009498655241612586 0.024723120297080486 0.0019214541059159437 0.025391092536005157 0.0021639992203992633 0.0031184830081959565 0.025240865082909854 -0.0030721172166522596 0.020728598684072494 0.0017117334074297367
leaf_weight=1237654 52360 86 60 33 1727 692 784 6758 13920 80 24 65 761 955 71 356 80 37 29 66 417 29 7912 27 217 21 26 24 20 786
leaf_count=1237654 52360 86 60 33 1727 692 784 6758 13920 80 24 65 761 955 71 356 80 37 29 66 417 29 7912 27 217 21 26 24 20 786
internal_value=8.86004e-06 0.000179945 0.000479577 0.000992997 0.00119696 -4.09826e-05 -0.00138901 0.000388093 -0.000166077 0.00155885 0.0120149 0.0010246 -0.00035854 0.00144357 0.00190864 -0.000932298 0.00103341 0.0033606 -0.000843263 -0.00114103 -0.000674212 0.00174996 0.00208873 0.0065905 0.00468931 0.0156492 0.00209556 0.0116506 -0.000207082 0.00218362
internal_weight=1.32608e+06 88423 36063 18156 16724 17907 1432 6791 17215 1728 84 1644 15487 1579 1499 507 436 992 1346 1317 1251 9933 8206 294 267 50 467 50 14726 806
internal_count=1326077 88423 36063 18156 16724 17907 1432 6791 17215 1728 84 1644 15487 1579 1499 507 436 992 1346 1317 1251 9933 8206 294 267 50 467 50 14726 806
is_linear=0
shrinkage=0.05


Tree=362
num_leaves=31
num_cat=1
split_feature=95 5 108 103 136 126 55 70 91 64 30 127 2 84 84 125 20 120 23 108 39 60 67 114 25 27 98 60 72 126
split_gain=1.05225 3.44732 3.52845 3.78488 3.84191 3.61237 3.52844 5.12867 3.08711 2.79251 2.60589 2.64764 2.80964 2.86725 5.1698 2.9711 2.58163 2.66342 2.52021 2.91332 3.38438 2.59146 3.19877 2.96609 2.60841 2.61637 2.49545 2.92436 2.42162 3.11281
threshold=-0.94517433643341053 12.750000000000002 0.66287359595298778 0.82833614945411693 0 0.89490029215812694 1.2050000429153445 288.59642028808599 -0.19631456583738324 15.215000152587892 1014.2500000000001 0.68832838535308849 168.50000000000003 0.82894986867904674 0.74695703387260448 0.88697704672813427 6.0450000762939462 0.96811076998710643 5.9249999523162851 0.050450865179300315 9.1500000953674334 0.35176806151866918 0.45499999821186071 -0.72534674406051625 305.50000000000006 325.50000000000006 -0.97121405601501454 0.24206978082656863 0.36038757860660559 -0.07845610752701758
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 7 -5 10 -1 -4 -12 13 14 -13 -16 17 -7 21 -20 -21 22 23 -6 25 26 27 -24 29 -10
right_child=-2 -3 8 6 18 16 -8 -9 28 -11 11 12 -14 -15 15 -17 -18 -19 19 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00026159850844313149 1.9580865268592842e-05 -0.0032563820082962022 0.00068726986247305642 -0.0036479865526780489 -0.00066272186913660601 -0.0039857227634746339 0.0026977528853240076 0.028091858199248754 -0.0039361758074648251 -0.0029072737646175534 -0.002966688861323865 -0.005946596537251026 -0.0006890418932154062 -0.00093589321850231502 0.011208427308772046 0.035878825317258424 -0.00043332842308137199 0.011369086230366395 -0.0022476515756251754 0.018409074477191704 -0.00037877257340250721 -0.0010599396125773844 0.014978701945926463 0.023106365384800095 -0.0064808496442555034 0.011173677141112941 -0.0043834053205364402 -0.00069359253282335839 0.00059434545765530171 0.0030532931162996109
leaf_weight=27886 1247690 894 2714 20 35 1080 280 35 174 713 1495 23 1798 64 26 23 1571 29 2276 24 19067 3743 35 21 599 35 640 199 11003 1885
leaf_count=27886 1247690 894 2714 20 35 1080 280 35 174 713 1495 23 1798 64 26 23 1571 29 2276 24 19067 3743 35 21 599 35 640 199 11003 1885
internal_value=8.41704e-06 -0.000169278 -0.000133664 -0.000327328 -0.000357961 1.81026e-05 0.00497202 0.0165501 0.000454114 0.000182596 -0.000470272 -0.00138645 -0.000164909 0.00676444 0.0136092 0.0227884 -0.00173718 -0.0035842 -0.000798655 -0.000556741 -0.000355154 -0.00177415 -0.00348342 0.00825069 -0.00391916 -0.0022311 -0.00276791 0.00165055 0.000888849 0.00246263
internal_weight=1.32608e+06 78387 77493 58288 57953 31279 335 55 19205 28599 6143 3429 1934 136 72 49 2680 1109 26674 21367 19091 5307 1564 56 1508 909 874 234 13062 2059
internal_count=1326077 78387 77493 58288 57953 31279 335 55 19205 28599 6143 3429 1934 136 72 49 2680 1109 26674 21367 19091 5307 1564 56 1508 909 874 234 13062 2059
cat_boundaries=0 1
cat_threshold=2149
is_linear=0
shrinkage=0.05


Tree=363
num_leaves=31
num_cat=0
split_feature=69 53 29 89 42 123 6 39 126 8 120 124 91 17 91 28 87 115 60 86 90 25 38 60 31 56 77 90 32 24
split_gain=1.04129 2.68553 5.705 3.50489 6.29143 3.96872 3.06762 2.99933 3.75422 2.81599 2.75326 2.94112 3.83279 2.92585 4.48084 3.13378 4.80714 3.52824 3.91797 4.28479 4.25483 3.43856 2.71829 3.29278 2.67921 3.08728 2.68452 2.64902 2.59007 3.50482
threshold=324.73486328125006 1.6549999713897707 1029.350036621094 0.349206492304802 10.449999809265138 -0.66259482502937306 1.3499999642372134 13.34999990463257 0.76037701964378368 13.150000095367433 -0.86159634590148915 0.737249255180359 -0.64883440732955922 9.5450000762939471 -0.58449915051460255 1017.6499938964845 0.84563624858856212 -0.63605400919914235 0.25457960367202764 0.8796449899673463 -0.85758689045906056 345.50000000000006 11.550000190734865 0.35176806151866918 1020.7500000000001 266.42784118652349 8.5450000762939471 -0.020074883475899693 15.150000095367433 330.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 28 7 -7 8 -5 22 -6 12 -12 15 -15 17 -17 -13 19 27 -20 -22 23 -3 26 -26 -8 -19 -2 -30
right_child=1 9 -4 5 10 6 24 -9 -10 -11 11 13 -14 14 -16 16 -18 18 20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=2.3270885417411169e-06 0.00070233668604895139 -0.0045540951061117984 0.022521746885632316 0.0029691504713680065 -0.0080464738645944101 0.0069584449560248429 -0.014498197804934887 -0.0002235268122915711 0.029626600325107579 0.0014130086912752565 0.035579416705738935 -0.012733450384500127 0.0066042065694928171 0.0020895075350999834 0.031212684558704497 0.03258009027922526 0.0046475237018840264 0.010974638319422244 -0.0050398147069952558 -0.017910536125418732 0.010653910862021549 0.033506804038770502 8.6336940290685003e-05 -0.00075273594681744881 0.014248173402213469 -0.0055346338862651279 -0.0039553041362065337 -0.0077011507845694029 0.0013523125728002652 0.010498873870876944
leaf_weight=1304717 5571 743 31 28 29 70 67 70 25 2635 21 33 25 25 28 24 43 49 36 32 93 20 8043 2442 41 38 611 31 293 163
leaf_count=1304717 5571 743 31 28 29 70 67 70 25 2635 21 33 25 25 28 24 43 49 36 32 93 20 8043 2442 41 38 611 31 293 163
internal_value=7.99618e-06 0.000354277 0.00111665 0.00102778 0.00144143 -0.00180944 -0.00305577 0.00657036 0.0155434 -5.80097e-05 0.00689587 0.00783789 0.019832 0.00650521 0.0174753 0.00489463 0.0146532 0.00267074 0.00461839 -0.00244746 0.00992964 0.0146987 -0.00040323 -0.00163952 -0.00398178 0.00473239 -0.00499715 0.00373777 0.000998882 0.00462181
internal_weight=1.32608e+06 21360 7497 7466 6516 950 827 123 53 13863 489 460 46 414 53 361 67 294 261 112 149 113 11228 3185 757 79 678 80 6027 456
internal_count=1326077 21360 7497 7466 6516 950 827 123 53 13863 489 460 46 414 53 361 67 294 261 112 149 113 11228 3185 757 79 678 80 6027 456
is_linear=0
shrinkage=0.05


Tree=364
num_leaves=31
num_cat=1
split_feature=114 58 31 18 112 81 31 114 18 92 26 113 113 74 36 104 136 133 72 33 29 31 124 81 79 127 112 21 14 52
split_gain=1.01762 1.9913 2.74674 2.82828 2.07194 2.8439 2.74377 1.91734 1.81194 4.18192 5.33003 3.51393 2.29376 2.57704 2.24993 2.24609 2.7689 2.93617 2.30932 3.83348 4.50815 3.84471 2.57395 3.38803 2.36513 2.34587 2.29908 2.33418 2.24646 2.81121
threshold=-0.23343648016452787 201.9411544799805 1010.4500122070314 4.2599999904632577 0.21643137186765674 324.94367980957037 1010.7500000000001 0.608738273382187 13.344999790191652 -0.73483350872993458 212.50000000000003 -0.76037701964378346 0.47714059054851538 0.2819627076387406 22.650000572204593 1.0000000180025095e-35 0 1014.7500000000001 0.54849112033844005 14.449999809265138 1015.8500061035157 1014.9500122070314 -0.35019405186176294 211.00443267822268 3.7250000238418584 -0.95368063449859608 0.21643137186765674 4.0150001049041757 0.76499998569488536 3.0849999189376835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 7 -4 -5 6 -6 -3 15 10 14 -12 -13 -14 -10 -1 -17 18 19 22 21 -21 23 25 -22 -18 27 -20 -27 -30
right_child=1 2 3 4 5 -7 -8 -9 9 -11 11 12 13 -15 -16 16 17 -19 26 20 24 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=2.913666522211194e-05 4.767945197555891e-05 -0.0011195002002801966 -0.0060085345261000301 0.00077854271093413287 0.020395790834334637 0.01560578042110645 0.0021466281779124754 0.005804412956702156 2.5737774611600216e-06 -4.8868663148832736e-05 -0.0027321503019873922 -0.0010512425353034155 0.018455914028275473 0.0019739776329434889 -0.0067870066874107828 -0.00031724966658828904 -0.0081032015027870472 0.021084258335620346 0.018632427717093378 0.011339434479823572 0.0073850921879056843 0.032096896052050093 -0.0023338074475202628 0.022629253340885044 -0.0066508845198990363 -0.0084957934017293162 -0.0055939610736413289 0.0014055749547454788 0.014272076395098809 0.0013280469030355927
leaf_weight=878983 69506 2590 148 14938 21 43 1073 104 15283 326614 3689 9040 26 270 123 1562 38 21 20 87 112 30 209 25 41 25 119 1169 81 87
leaf_count=878983 69506 2590 148 14938 21 43 1073 104 15283 326614 3689 9040 26 270 123 1562 38 21 20 87 112 30 209 25 41 25 119 1169 81 87
internal_value=7.59637e-06 0.000171465 0.000626286 0.000871805 0.000935152 0.00299269 0.00249693 -0.000852207 -4.11107e-06 -9.94971e-05 -0.000681115 -0.00142567 -0.000909426 0.00342172 -5.16336e-05 3.42597e-05 0.00127613 0.00247153 0.00229231 0.00453484 0.00927364 0.0166619 0.00178328 0.0051445 0.00362382 0.00325222 0.00103217 0.00169535 0.005488 0.00756892
internal_weight=1.32608e+06 88423 18917 16223 16075 1137 1094 2694 1.23765e+06 355045 28431 13025 9336 296 15406 882609 3626 2064 2043 735 270 117 465 256 153 231 1308 1189 193 168
internal_count=1326077 88423 18917 16223 16075 1137 1094 2694 1237654 355045 28431 13025 9336 296 15406 882609 3626 2064 2043 735 270 117 465 256 153 231 1308 1189 193 168
cat_boundaries=0 1
cat_threshold=598
is_linear=0
shrinkage=0.05


Tree=365
num_leaves=31
num_cat=1
split_feature=66 12 88 85 61 21 20 23 57 31 81 37 108 75 22 20 90 11 57 105 92 11 90 85 107 3 74 124 13 136
split_gain=0.918412 2.29141 2.59082 2.63771 3.14264 4.23985 2.36186 2.30321 1.94277 2.55287 2.04752 1.98945 1.8499 1.81427 2.30974 3.1879 2.78548 2.60269 3.22988 2.85706 2.48485 2.45152 2.33308 2.55155 2.48292 4.17123 3.12269 2.47177 2.40581 2.4943
threshold=28.214999198913578 2.1250000000000004 -0.21250814944505689 0.81533411145210277 0.38245680928230291 7.3150000572204599 8.0050001144409197 8.3649997711181658 169.84555816650393 1011.8500061035157 153.4020919799805 7.4500000476837167 -0.45788766443729395 0.70067846775054943 5.8550000190734872 6.0250000953674325 -0.57913830876350392 5.9500000476837167 242.51918029785159 -0.59516611695289601 -0.81813064217567433 16.44999980926514 0.21968436241149905 0.78074645996093761 -0.78585025668144215 308.50000000000006 0.78366845846176159 0.14780378341674807 2.7350000143051152 0
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=13 2 12 6 5 -5 -4 -6 9 -3 -10 -12 -2 -1 16 17 21 18 19 -16 -21 -15 23 28 25 27 -27 -24 29 -19
right_child=1 8 3 4 7 -7 -8 -9 10 -11 11 -13 -14 14 15 -17 -18 22 -20 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.9914469753892709e-05 0.0044342055518046802 -0.0039027922795680705 -0.002688781775873607 0.036966054407160054 -0.0018545977484721405 0.0089544841806803426 0.011822217568068913 0.015731881157462969 0.0043713119683964933 -0.00035106411770393823 0.0091387590433501444 0.000106177157382744 0.00062932973941017944 -0.00026075357895448582 -0.00048955364697960617 -0.00012749741373045687 -0.0011344876841725244 0.0069094357789171307 0.00067043546925635831 -0.0083127274570531807 -0.0020061473714655851 0.0037796493396932982 0.0086667068834815706 0.00056758760304276431 0.0016614930251951658 0.020692719905511352 0.0042125159631820125 -0.011989395725540817 -0.0071198516172067882 0.0019221956365116769
leaf_weight=925403 344 673 107 22 52 35 38 29 283 2038 61 94558 4477 25672 5026 234566 11551 342 6928 215 571 381 28 11613 322 74 47 30 58 974
leaf_count=925403 344 673 107 22 52 35 38 29 283 2038 61 94558 4477 25672 5026 234566 11551 342 6928 215 571 381 28 11613 322 74 47 30 58 974
internal_value=-2.60237e-06 0.000141002 0.00117376 0.00582329 0.0107713 0.019766 0.0011141 0.0044418 8.70007e-05 -0.00123277 0.000124702 0.000112 0.000900825 -1.46555e-05 -0.000121865 -6.90422e-05 -0.000488206 0.000453743 -5.87493e-05 -0.00092795 -0.00373123 -0.000201667 0.000937814 0.000808655 0.0042859 0.0090069 0.0142913 -0.00201748 0.00284615 0.00328538
internal_weight=1.32652e+06 102717 5104 283 138 57 145 81 97613 2711 94902 94619 4821 1.2238e+06 298398 260794 37604 26228 12740 5812 786 26053 13488 12987 501 179 121 58 1374 1316
internal_count=1326518 102717 5104 283 138 57 145 81 97613 2711 94902 94619 4821 1223801 298398 260794 37604 26228 12740 5812 786 26053 13488 12987 501 179 121 58 1374 1316
cat_boundaries=0 1
cat_threshold=2320
is_linear=0
shrinkage=0.05


Tree=366
num_leaves=31
num_cat=2
split_feature=60 56 57 86 53 63 80 136 4 85 92 41 8 55 8 14 10 58 92 4 136 23 59 1 91 32 95 113 22 15
split_gain=1.03786 5.70761 4.60265 6.81126 3.72203 3.54676 3.86809 3.42071 3.59204 3.35564 3.11969 3.65858 3.22796 5.25214 3.67672 3.59625 3.05481 3.04824 3.033 3.08571 3.32002 3.01211 3.00841 2.96504 2.96349 2.90997 3.03173 3.11691 3.02318 2.81221
threshold=0.43372562527656561 166.47275543212893 261.31837463378912 0.58945041894912731 0.83499997854232799 0.32828776538372045 345.90930175781256 0 3.5499999523162846 0.89314621686935436 0.71299755573272716 12.150000095367433 14.84999990463257 0.78499999642372142 1.8499999642372134 0.80500000715255748 4.0499999523162851 316.95851135253912 -0.93008688092231739 6.0499999523162851 1 7.4249999523162851 284.91734313964849 359.50000000000006 -0.8945554494857787 11.550000190734865 -0.53795251250267018 0.8038262426853181 4.9449999332427987 0.6850000023841859
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=2 29 18 -4 5 10 16 8 -3 17 -5 12 14 -14 15 -12 -7 22 19 20 23 -16 -8 -1 -17 -6 27 -27 -28 -2
right_child=1 7 3 4 25 6 9 -9 -10 -11 11 -13 13 -15 21 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0014872896513583114 -0.0081805363333281693 -3.7083437576026361e-05 -0.0026158623784554706 0.00053916036015375817 -0.0010554887938978516 0.0011450799470116349 0.0057255202640468881 -4.1726764670064654e-05 0.00052401730593868703 -0.0029720925932747084 0.028128951889547435 -0.01059617098607123 0.0050211339022918442 0.023274417376106093 0.0012790014885588315 -0.0067448651333424179 -0.00096624561883457138 -0.00041665224599893454 2.5617649390479415e-05 -0.0010389218303002489 0.00014730150420521392 0.02080735430121422 0.021251574865040871 0.017347751557826998 0.010253101154837921 0.00038849920055580069 -0.0027426751029104275 0.014034790007003939 -0.00040483005355500154 0.002322005570088589
leaf_weight=4170 65 50928 3277 6396 15971 2237 60 307444 64836 77 22 50 244 47 1555 33 7317 54 774488 13455 21478 20 65 21 115 11279 1438 42 36051 3283
leaf_count=4170 65 50928 3277 6396 15971 2237 60 307444 64836 77 22 50 244 47 1555 33 7317 54 774488 13455 21478 20 65 21 115 11279 1438 42 36051 3283
internal_value=-2.46893e-06 6.17714e-05 -3.2917e-05 -0.000380005 -0.000291806 0.000338024 -0.000309372 4.55037e-05 0.000277149 0.00575599 0.00108678 0.00276587 0.00309401 0.00796926 0.00228101 0.00926684 -0.000471894 0.00951053 3.92004e-06 -0.0004256 -0.000104113 0.00152698 0.0137991 -0.0013896 0.00646301 -0.000469649 -0.000277958 0.000439126 -0.000494505 0.0021181
internal_weight=1.32652e+06 426556 899962 86350 83073 18292 9810 423208 115764 256 8482 2086 2036 291 1745 170 9554 179 813612 39124 25669 1575 125 4191 148 64781 48810 11321 37489 3348
internal_count=1326518 426556 899962 86350 83073 18292 9810 423208 115764 256 8482 2086 2036 291 1745 170 9554 179 813612 39124 25669 1575 125 4191 148 64781 48810 11321 37489 3348
cat_boundaries=0 1 2
cat_threshold=2352 2708
is_linear=0
shrinkage=0.05


Tree=367
num_leaves=31
num_cat=1
split_feature=60 90 52 60 67 12 65 8 77 135 90 12 64 19 58 87 75 90 62 60 53 136 39 64 76 86 119 127 58 32
split_gain=0.949258 2.32575 2.06605 3.28969 2.86552 2.51561 2.50477 3.12726 2.34013 2.25474 2.01045 1.945 3.83751 2.57 1.9799 2.35806 1.92001 2.80213 5.05392 4.54904 4.07853 3.81505 3.05535 3.57012 3.44478 3.14429 3.03275 3.84261 3.01437 2.85152
threshold=0.77195647358894359 -0.76083487272262562 9.7349996566772479 0.54332366585731517 32.454999923706062 2.1250000000000004 24.605000495910648 11.250000000000002 52.774999618530281 1022.5499877929689 -0.89039045572280873 1.8550000190734866 23.835000038146976 11.775000095367433 313.34921264648443 0.78483393788337719 0.80544182658195507 -0.63885074853897084 0.3256306797266007 0.43372562527656561 0.9350000023841859 0 20.050000190734867 0.67500001192092907 6.4149999618530282 0.82448473572731029 0.94260558485984813 0.96359375119209301 255.22808837890628 13.050000190734865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 8 6 -6 11 9 16 -9 12 -8 -14 -13 -16 17 18 20 28 -1 29 26 24 25 -24 -23 -28 -20 -22
right_child=1 -3 3 -5 5 -7 7 10 -10 -11 -12 14 13 -15 15 -17 -18 -19 19 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013662701130172491 2.2733562784101931e-05 0.00060156682998188183 -0.00063678185676394842 -6.2382010103048904e-05 0.0009352614201042996 0.00028733759570851678 0.0037210878753987479 0.0060381250699893356 -0.0014462269398295281 -0.0026970173465193769 0.027916862491318691 0.0014103885715723932 0.031433439607159629 0.0082943505837950703 0.024025037055391642 0.0045150701701443764 -0.00022479894101793514 -1.8426274725694257e-05 0.00014366912214670529 0.0003486040150921777 0.00010233265715760135 -0.00059024132782122278 0.012824788444309629 0.0012230427398674474 0.023232965948571091 -0.0053986765705503342 0.0088426548412361954 -0.0030265897930225483 -0.00050880393144520097 0.001398173127828359
leaf_weight=13995 85455 21776 32462 107385 3707 16999 158 21 2802 774 21 854 24 24 21 59 85289 785383 31221 65835 7483 12789 56 862 36 41 188 107 40879 9812
leaf_count=13995 85455 21776 32462 107385 3707 16999 158 21 2802 774 21 854 24 24 21 59 85289 785383 31221 65835 7483 12789 56 862 36 41 188 107 40879 9812
internal_value=-2.34544e-06 0.00014028 -1.48888e-05 -0.000195715 8.53815e-06 0.000574804 0.00157432 0.00357855 -3.18177e-06 6.51758e-07 0.0169775 0.0030849 0.00748252 0.0198639 0.00211498 0.00963644 2.63282e-06 2.26573e-05 0.000198684 4.81128e-05 0.000656463 0.000339839 -0.000271313 0.00239949 0.0100243 0.00512209 -0.000474627 0.00453754 -0.000226268 0.00083702
internal_weight=1.32652e+06 107231 1.21929e+06 139847 1.07944e+06 21888 4889 1182 1.05755e+06 1.05475e+06 42 1140 206 48 934 80 1.05398e+06 968687 183304 137935 45369 31374 14079 995 133 97 13084 295 72100 17295
internal_count=1326518 107231 1219287 139847 1079440 21888 4889 1182 1057552 1054750 42 1140 206 48 934 80 1053976 968687 183304 137935 45369 31374 14079 995 133 97 13084 295 72100 17295
cat_boundaries=0 1
cat_threshold=791
is_linear=0
shrinkage=0.05


Tree=368
num_leaves=31
num_cat=1
split_feature=60 56 57 78 92 17 136 4 39 101 9 52 64 72 103 91 11 89 14 105 32 4 24 91 68 39 2 52 29 18
split_gain=0.886742 5.153 4.08203 4.42414 3.26706 3.22325 3.07868 3.24066 2.96321 2.95912 3.21474 3.92911 2.76109 3.59593 4.76633 3.68899 2.74627 4.06117 2.68795 2.69753 2.57906 2.62926 2.75964 2.52726 2.87275 2.60516 3.18468 3.75954 2.48639 2.73195
threshold=0.43372562527656561 166.47275543212893 267.94960021972662 0.6850000023841859 -0.93008688092231739 3.9249999523162846 0 3.5499999523162846 10.550000190734865 0.8217921555042268 1.8499999642372134 2.0449999570846562 0.39499999582767492 0.40892159938812261 0.60886371135711681 -0.58449915051460255 4.0499999523162851 -0.43888638913631434 1.294999957084656 -0.65048757195472706 11.550000190734865 12.050000190734865 346.50000000000006 -0.96925625205039967 302.37292480468756 12.150000095367433 323.50000000000006 1.1250000000000002 1014.2500000000001 6.4600000381469735
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 4 23 5 -1 7 -3 -7 10 11 12 -5 14 28 -16 -15 -18 -2 -20 -12 -22 -23 -4 -25 26 27 -26 -14 -30
right_child=1 6 3 9 -6 8 -8 -9 -10 -11 20 -13 13 16 15 -17 17 -19 19 -21 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.01412090906639161 0.00011186728669262855 -3.7014361180926538e-05 0.00055617028528556517 -0.0020644582870820733 2.4277348255168953e-05 -0.0024897729614753398 -4.10604071378961e-05 0.00049593676239733471 -0.00033446490146339246 0.00079518158611571765 -0.0010559279068258311 -0.00047533259712175219 -0.0032193047361789456 0.00083383523835439818 0.036967060670775195 0.0093848887624012108 0.0037205685143815825 0.021501205670681565 0.0041462857224968119 0.00016062437921156986 -0.00042681731248602915 0.00080997197259494505 0.0095068748596376998 -0.0042710651135487738 0.023374859004830703 -0.002427002223883255 -0.001436034731032914 0.0020533659024460412 -0.001739178787459407 0.011085109392559604
leaf_weight=43 1197 50928 577 380 784655 1664 307444 64836 38302 5599 16264 3707 71 1807 22 27 579 34 1569 582 40741 3078 94 1561 39 372 92 44 57 153
leaf_count=43 1197 50928 577 380 784655 1664 307444 64836 38302 5599 16264 3707 71 1807 22 27 579 34 1569 582 40741 3078 94 1561 39 372 92 44 57 153
internal_value=-2.22817e-06 5.71513e-05 -3.03723e-05 -0.000382778 1.80496e-06 -0.000438923 4.16942e-05 0.000261453 -0.000424202 -0.00030908 -0.00040134 0.000626068 0.00193051 0.00248254 0.00737874 0.0217687 0.00181487 0.00470677 0.00201102 0.00306788 -0.000518069 -0.000318863 0.0010677 -0.00237587 -0.00317843 -6.03152e-05 0.00497059 0.0120719 0.00486946 0.00760423
internal_weight=1.32652e+06 426556 899962 75298 824664 40009 423208 115764 39966 72613 67014 6837 3130 2750 330 49 2420 613 3348 2151 60177 43913 3172 2685 2108 547 175 83 281 210
internal_count=1326518 426556 899962 75298 824664 40009 423208 115764 39966 72613 67014 6837 3130 2750 330 49 2420 613 3348 2151 60177 43913 3172 2685 2108 547 175 83 281 210
cat_boundaries=0 1
cat_threshold=2352
is_linear=0
shrinkage=0.05


Tree=369
num_leaves=31
num_cat=0
split_feature=60 88 52 55 53 108 73 93 52 92 31 79 30 63 91 88 59 53 9 121 84 32 85 120 3 25 91 36 32 11
split_gain=0.850091 1.80281 1.36643 2.51937 4.16294 3.67041 3.58783 3.47392 3.21886 3.73943 3.65582 3.22467 3.44674 3.21232 3.34964 3.19728 5.6513 3.14086 3.9037 3.60363 3.22137 3.06879 3.05705 2.86057 2.97796 2.81754 2.98426 2.86435 2.78959 2.76511
threshold=0.82452413439750682 -0.82578200101852406 5.2550001144409189 2.5349999666213994 11.434999942779543 -0.82234111428260792 0.68066620826721203 0.58198148012161266 1.8149999976158144 -0.93829649686813343 1014.1499938964845 6.4849998950958261 1010.2500000000001 0.49453140795230871 -0.36076241731643671 -0.39539904892444605 177.2428894042969 0.10500000044703485 3.7500000000000004 0.86159634590148937 0.90984684228897106 16.94999980926514 0.70046740770339977 -0.87878364324569691 342.50000000000006 181.50000000000003 -0.57656040787696827 18.750000000000004 20.349999427795414 10.949999809265138
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 6 -5 15 9 13 25 -11 21 14 -1 16 -7 18 -14 23 22 -13 -19 -20 -25 28 27 -27 -10 -23
right_child=1 -3 -4 5 -6 7 -8 -9 10 11 -12 12 17 -15 -16 -17 -18 20 19 -21 -22 29 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00034090985158833492 1.3381796189839655e-05 0.00061467365723308603 -0.00011068657898546473 0.0026509200849283232 -0.0046108351259971517 0.0024885319180154059 -9.7879603103630692e-05 -0.00054024064056508133 0.0017685467245278398 -1.8590578101187286e-06 -0.00067493253300997084 -0.00075360225358016438 0.003954780620914017 0.00075894606678464415 -0.0017503950242667753 -0.00013522272467626382 0.00033177130623124714 -0.0030043729991960011 0.0030989440684411631 -0.011261841099088392 -0.0008801943257246424 0.0039045506611131765 0.00052928752196031192 -0.00012962881450683143 0.0031876955820101466 0.00026716780092987972 -0.00060753434802642177 0.0029357145219929526 0.012220505439961303 -0.0046623037958114935
leaf_weight=10200 45711 17140 270429 2951 493 3146 1986 15835 1353 687309 37323 9257 1298 3391 7184 38906 87889 620 1327 60 4752 622 47789 3780 824 11947 11720 1098 67 111
leaf_count=10200 45711 17140 270429 2951 493 3146 1986 15835 1353 687309 37323 9257 1298 3391 7184 38906 87889 620 1327 60 4752 622 47789 3780 824 11947 11720 1098 67 111
internal_value=-2.11678e-06 0.000177359 -1.10434e-05 1.60865e-05 -1.75936e-05 0.000204367 0.00154516 0.000158958 -1.49043e-05 1.3017e-05 -0.000357182 3.11614e-05 0.000353355 -0.000648786 -0.000923385 0.000244165 0.000406305 0.000495538 0.00146887 0.000930271 0.000362084 -0.000507005 0.00048403 0.00105361 0.000464089 9.57259e-05 -2.8469e-05 0.00049178 0.0022617 0.00260725
internal_weight=1.32652e+06 62851 1.26367e+06 993238 842525 150713 4937 145776 842032 778524 63508 757749 70440 20775 17384 129941 91035 60450 7289 5991 53161 9990 48409 5931 4604 26185 24765 13045 1420 733
internal_count=1326518 62851 1263667 993238 842525 150713 4937 145776 842032 778524 63508 757749 70440 20775 17384 129941 91035 60450 7289 5991 53161 9990 48409 5931 4604 26185 24765 13045 1420 733
is_linear=0
shrinkage=0.05


Tree=370
num_leaves=31
num_cat=2
split_feature=95 64 77 136 63 33 83 7 109 126 12 83 3 30 113 34 57 33 136 54 40 43 92 60 109 101 107 24 67 24
split_gain=1.38048 3.80648 4.55588 3.77053 4.35996 3.75561 3.66213 3.21604 3.14912 3.06889 3.10094 3.50685 2.97546 2.75046 2.73353 4.43967 3.91779 3.01306 2.70287 2.94432 2.68206 3.1713 2.67224 2.63583 2.62978 2.61536 2.57181 2.56006 2.54091 2.45388
threshold=-0.85834968090057362 11.545000076293947 5.7750000953674325 0 0.39460948109626776 15.84999990463257 300.90988159179693 4.2500000000000009 -0.13010020554065702 0.87032255530357372 1.3350000381469729 278.61659240722662 265.50000000000006 1020.4500122070314 -0.99353402853012074 18.750000000000004 183.78501129150393 19.250000000000004 1 0.80500000715255748 6.3500001430511483 11.449999809265138 -0.56554675102233876 0.41894687712192541 -0.45995967090129847 0.59872847795486461 -0.98052561283111561 196.50000000000003 1.1250000000000002 279.50000000000006
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 13 23 8 -7 10 14 -12 -6 20 15 16 -4 -17 19 -13 27 -22 26 -1 -24 -3 -15 -5 -21 -18
right_child=-2 25 9 5 12 7 -8 -9 -10 -11 11 18 -14 22 -16 17 29 -19 -20 28 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016591218404101262 1.5376233751080378e-05 -0.0016534271132816721 -0.004415915998249826 -0.00020854286098940519 0.0011582636886758122 -0.0030297050480655118 0.0012933892413143201 -0.0014261303749308523 0.0011541822346177427 -0.00065303529392108847 -0.001310496793973683 -0.0088904472573159109 -0.00018560129644506652 -0.014508231277836282 0.0010370226485058628 0.027967828362859017 0.0065632364788372824 0.008442445809862786 0.00046496968555003858 -0.0083096057979855694 0.0073602897219424111 -0.00013497834106817737 0.016656059026718139 0.00015128621370184069 -0.0014503883892422402 -0.00021602255733375308 -0.0044851956105149944 -0.0014395257460394885 -0.0003738478352319916 -0.0056837412260432284
leaf_weight=6638 1199858 6747 142 6000 9212 492 1900 2278 5237 7886 3376 131 7450 72 7295 29 369 62 34306 110 203 463 21 2884 445 5960 576 14266 1215 46
leaf_count=6638 1199858 6747 142 6000 9212 492 1900 2278 5237 7886 3376 131 7450 72 7295 29 369 62 34306 110 203 463 21 2884 445 5960 576 14266 1215 46
internal_value=-1.14574e-06 -0.000158716 -6.65316e-05 -0.000375093 4.15638e-05 -0.000764211 -0.000710865 0.000162996 0.000794875 0.000259825 0.000412728 0.000229923 0.000557388 -0.00110132 0.00131347 0.00442565 0.00275282 0.0146648 0.000375342 -0.00172778 -0.000972477 0.00214962 -0.00352218 -0.00111079 -0.000634433 -0.000979237 -0.00559887 -0.00107508 -0.00103267 0.00520574
internal_weight=1.32567e+06 125811 113104 58137 28084 30053 11422 8007 5729 54967 47081 39138 16662 22046 7943 648 557 91 35762 1456 20932 666 1114 9522 466 12707 648 20266 1325 415
internal_count=1325669 125811 113104 58137 28084 30053 11422 8007 5729 54967 47081 39138 16662 22046 7943 648 557 91 35762 1456 20932 666 1114 9522 466 12707 648 20266 1325 415
cat_boundaries=0 1 2
cat_threshold=118 4112
is_linear=0
shrinkage=0.05


Tree=371
num_leaves=31
num_cat=1
split_feature=95 64 77 136 63 111 33 18 7 63 83 100 16 3 60 123 105 54 19 30 92 12 41 42 29 14 9 15 31 32
split_gain=1.24585 3.43537 4.11174 3.4029 3.93486 3.77328 3.38944 3.04303 2.90248 3.04909 2.83521 3.93347 2.80205 2.68535 2.57424 2.48713 3.40397 3.32491 2.48566 2.89481 3.55425 3.03401 2.7012 2.98875 2.457 3.1932 2.74337 2.612 2.45657 2.45386
threshold=-0.85834968090057362 11.545000076293947 5.7750000953674325 0 0.39460948109626776 0.51555800437927257 15.84999990463257 6.0650000572204599 4.2500000000000009 0.22667434811592105 302.10281372070318 0.16687642782926562 12.50999975204468 265.50000000000006 0.69971647858619701 -0.99687939882278431 -0.96305429935455311 1.9950000047683718 15.405000209808351 1020.4500122070314 -0.56554675102233876 0.63499999046325695 9.0500001907348651 12.150000095367433 1012.5499877929689 0.50499999523162853 5.5499999523162851 1.3949999809265139 1015.4500122070314 16.050000190734867
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 14 -1 9 29 11 28 -13 -6 18 16 -10 -17 19 22 -21 -22 24 -24 -5 26 -26 -27 -7 -8
right_child=-2 -3 -4 6 13 10 8 -9 15 -11 -12 12 -14 -15 -16 17 -18 -19 -20 20 21 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0044864425394139538 1.4607421931763621e-05 -0.00093027533521124271 0.00024683791749359485 -0.0029990432851533838 0.0011003505069312051 -0.0076600889696977863 0.00771688979473852 -0.00084711598224162176 0.025611334990244362 0.00091426473321543642 0.00072330641777297881 0.024573543139321863 0.0022915680671022052 -0.00017632122341081037 -4.5414526305150743e-05 -0.0047770750372523709 -0.0032110661999987704 -0.00041678632359552087 0.00016436992406283887 -0.0071460704244140265 0.016084923908114435 -0.00192331537016162 0.0057653476629316866 -0.0018468127760215573 0.0024781087605650863 -0.0017246673309882291 0.024186276746067135 9.298049912729968e-05 0.0072247979810270355 -0.011347736880659711
leaf_weight=614 1199858 12707 54967 2372 9212 43 21 8903 20 5622 1720 43 21 7450 4975 596 21 1641 2371 498 25 363 271 246 43 8262 22 2598 78 86
leaf_count=614 1199858 12707 54967 2372 9212 43 21 8903 20 5622 1720 43 21 7450 4975 596 21 1641 2371 498 25 363 271 246 43 8262 22 2598 78 86
internal_value=-1.08827e-06 -0.000150778 -6.3203e-05 -0.000356339 3.94856e-05 -0.000675322 -0.000726001 -0.00108191 0.000154847 0.000755131 0.00135592 0.00723749 0.0172623 0.000529518 -0.00104625 -0.00135482 0.0108486 -0.00157849 -0.00133792 -0.00158023 -0.00435077 -0.000762991 -0.00140254 0.00214331 -0.0015404 -0.00122371 0.00982549 -0.00128984 0.00193513 -0.00760608
internal_weight=1.32567e+06 125811 113104 58137 28084 11422 30053 9517 8007 5729 1905 185 64 16662 22046 2278 41 2237 17071 14700 886 388 13814 517 13297 10925 65 10860 121 107
internal_count=1325669 125811 113104 58137 28084 11422 30053 9517 8007 5729 1905 185 64 16662 22046 2278 41 2237 17071 14700 886 388 13814 517 13297 10925 65 10860 121 107
cat_boundaries=0 1
cat_threshold=118
is_linear=0
shrinkage=0.05


Tree=372
num_leaves=31
num_cat=1
split_feature=95 64 77 136 12 83 125 43 36 23 6 67 76 63 2 94 105 22 93 92 15 36 84 38 12 17 127 0 29 56
split_gain=1.12438 3.10042 3.71558 3.75316 3.03256 3.47547 3.35773 2.64725 5.12202 4.81757 4.16574 4.03973 3.76034 3.22971 3.94566 3.08591 4.54746 3.4303 4.14701 3.5882 3.5041 3.28953 2.77423 3.38741 3.26693 2.69049 2.64531 2.50734 2.51841 2.50168
threshold=-0.85834968090057362 11.545000076293947 6.2650001049041757 0 1.3350000381469729 286.27523803710943 0.97625884413719188 10.050000190734865 16.849999427795414 5.5450000762939462 3.4500000476837163 0.50499999523162853 4.0250000953674325 0.3489080965518952 264.50000000000006 -0.97505316138267506 -0.97269269824028004 7.0950000286102304 -0.77239006757736195 -0.71647202968597401 0.86500000953674328 20.050000190734867 0.78723743557930004 17.050000190734867 0.82499998807907116 7.4149999618530282 0.96811076998710643 311.50000000000006 1012.9500122070314 228.58065032958987
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -4 8 27 11 -11 12 22 14 -12 21 17 18 -17 20 -20 25 23 -9 -25 -10 -15 28 -1 -13
right_child=-2 -3 4 -5 5 -7 -8 9 15 10 13 29 -14 26 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011273094762292563 1.3877050444466837e-05 -0.00088376157003231177 0.001447086067658707 -0.00080577900058886778 -0.0012528512007727102 0.00024466538359831021 -0.0033438084172048737 0.019429457441357705 -0.0096013865618442655 -0.00088602607573915306 -0.0053029275339845899 -0.0044177643138303508 0.0098793505893640787 0.0028220488322441197 0.0017011252143074897 0.0040348961086169519 0.0011138202857610888 0.00028015853332150948 0.013997161384108232 0.018273439976770466 0.00083181241519654319 0.012485633021676724 -0.0049826160299852092 -0.0026282922422730275 0.018789598567500003 -0.00018054857714000711 -0.0060307501290067615 -0.00098030380292293481 0.0005436633769321102 -0.00046657453514539282
leaf_weight=2751 1199858 12707 6962 24232 4296 39484 386 29 80 5571 345 1622 108 2053 482 744 2590 339 95 108 108 49 186 117 21 1439 88 5783 12504 532
leaf_count=2751 1199858 12707 6962 24232 4296 39484 386 29 80 5571 345 1622 108 2053 482 744 2590 339 95 108 108 49 186 117 21 1439 88 5783 12504 532
internal_value=-1.03386e-06 -0.000143239 -6.00429e-05 -0.000320335 0.000255477 9.77186e-05 0.00119541 -8.46043e-06 0.000262743 -0.00065499 -7.9946e-05 -0.00253274 0.00171525 0.00143308 -0.00122076 0.0016136 0.00235312 0.00465569 0.00606167 0.0109103 0.00699294 -0.000265385 -0.000782552 0.00389536 0.000630952 -0.000676709 0.00245818 -9.37522e-05 0.00024233 -0.00344189
internal_weight=1.32567e+06 125811 113104 61976 51128 43780 7348 37744 26590 11154 8539 2615 461 2968 827 5552 3984 1394 1055 311 203 1568 353 167 138 1519 2141 21038 15255 2154
internal_count=1325669 125811 113104 61976 51128 43780 7348 37744 26590 11154 8539 2615 461 2968 827 5552 3984 1394 1055 311 203 1568 353 167 138 1519 2141 21038 15255 2154
cat_boundaries=0 1
cat_threshold=119
is_linear=0
shrinkage=0.05


Tree=373
num_leaves=31
num_cat=0
split_feature=118 97 89 115 25 91 86 67 86 33 33 52 56 24 92 53 116 93 22 75 82 94 89 0 11 60 30 79 37 24
split_gain=1.22836 1.86579 1.62272 2.02209 3.71591 1.72904 1.58413 2.4291 1.53363 1.85253 1.5585 2.9183 1.61078 1.53118 1.73299 1.44023 1.3876 1.2706 1.21766 1.61971 1.48612 1.51015 1.17989 1.07607 1.07581 1.00056 1.00143 0.923752 0.917418 0.866867
threshold=0.9980967938899995 1.0000000180025095e-35 -0.98077383637428273 -0.19936034083366391 326.50000000000006 -0.97937676310539235 0.8514370620250703 1.9650000333786013 0.83444541692733776 12.84999990463257 11.84999990463257 1.8450000286102297 297.70220947265631 329.50000000000006 -0.49000959098339075 1.5850000381469729 0.9980967938899995 -0.92129546403884877 5.9549999237060556 0.46569761633872991 351.61599731445318 0.54918643832206737 -0.094412732869386659 251.50000000000003 10.34999990463257 0.37928801774978643 1016.1499938964845 14.234999656677248 10.150000095367433 106.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 3 4 -2 15 -3 -8 13 10 18 12 16 17 -15 -4 23 -7 19 -10 21 -20 24 -12 -22 26 -11 -21 -23 -1
right_child=1 6 5 -5 -6 8 7 -9 9 25 11 -13 -14 14 -16 -17 -18 -19 20 27 22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00069369133943802041 -0.0032551238224619913 -0.0063159156241454186 -0.014321177764372393 -0.0034819820327911437 0.025835673397649889 -0.013276332709938289 0.021665295195721447 0.0030369590619756352 0.00063264210556828707 -0.012913299253681204 -0.0032043909920113425 -0.0081248568363080278 -0.0022287849921924182 0.018034683478375276 0.0020181670489061317 -0.00070191810838878162 0.019941266201436519 -8.1772126908128079e-05 0.015181382317095996 -0.0040165883308697133 -0.014443866034539846 -0.0052857053693557204 0.0029857103756512518 0.010834202223505156 -0.0034121715751312233 -0.0031336873999643551 -0.0019480190162236494 -0.014559500409098017 0.004820581781182518 2.9266652067459646e-06
leaf_weight=4481 21 32 55 41 23 20 21 105 43 91 21 50 39 24 57 30 25 208 20 31 39 43 32 39 51 79 27 63 47 1319811
leaf_count=4481 21 32 55 41 23 20 21 105 43 91 21 50 39 24 57 30 25 208 20 31 39 43 32 39 51 79 27 63 47 1319811
internal_value=-9.8247e-07 -0.00149357 -0.00215618 0.00450708 0.0119514 -0.00265563 0.00361862 0.00614168 -0.00209987 -0.00333527 -0.00182842 0.00207246 0.00618428 0.000858682 0.0067638 -0.00951438 0.0100444 -0.00123919 -0.00366785 -0.00740554 -0.00146069 0.00275372 -0.00526056 0.00592069 -0.00819257 -0.00748867 -0.0104043 -0.0110826 -7.97764e-06 5.69522e-07
internal_weight=1.32567e+06 1377 1219 85 44 1134 158 126 1049 740 543 174 124 309 81 85 85 228 369 137 232 110 122 60 90 197 118 94 90 1.32429e+06
internal_count=1325669 1377 1219 85 44 1134 158 126 1049 740 543 174 124 309 81 85 85 228 369 137 232 110 122 60 90 197 118 94 90 1324292
is_linear=0
shrinkage=0.05


Tree=374
num_leaves=31
num_cat=1
split_feature=118 12 54 5 61 70 52 89 7 93 92 94 31 34 93 20 38 60 63 35 79 23 89 120 65 95 64 79 119 136
split_gain=1.10859 1.70999 1.88245 1.75225 2.28779 2.19154 1.72577 1.73573 1.61462 1.57223 1.94975 2.49799 1.54536 1.4703 1.60254 1.75973 1.42942 1.53787 1.73875 1.63669 1.34771 1.13973 1.15606 1.13384 1.05928 1.02264 2.62522 2.71657 3.28866 3.4311
threshold=0.9980967938899995 3.054999947547913 0.10500000044703485 6.9500000476837167 0.31723046302795416 202.67378997802737 0.66500002145767223 -0.11093037575483321 0.94999998807907116 -0.92129546403884877 -0.73483350872993458 -0.32826162874698633 1013.8500061035157 11.250000000000002 0.99539023637771618 6.0650000572204599 9.6500000953674334 0.27497512102127081 0.39678440988063818 13.050000190734865 31.804999351501468 5.0650000572204599 -0.87012585997581471 -0.19936034083366391 1.9049999713897707 -0.95196014642715443 15.215000152587892 9.2849998474121112 0.85260769724845897 0
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=25 2 13 5 20 -4 7 -3 -7 -10 11 24 -8 -2 15 -15 -6 -18 19 -19 21 -5 -23 -14 -11 26 27 28 29 -1
right_child=1 6 3 4 16 8 12 -9 9 10 -12 -13 23 14 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011908037376940071 -0.0043074244565330993 0.021639836076647045 0.010257100148469603 -0.0026176934447139505 0.0082697915016776979 0.0099180409833788882 -0.0067961526987284932 0.0038106254129203544 -0.012186202311585117 -0.0066381220760590894 -0.0043586196613836321 0.01784951978502795 0.012299988094645624 0.02052383564040065 0.00087339149860748153 0.0022730475956840176 -0.014040325331734493 -0.0025808889086630835 -0.0062370753383080369 0.012787573374807834 -0.0015790993265958654 -0.0057422857795809881 -0.017269665700779563 0.00062612458244145209 0.0078635663399472845 1.1132293072562693e-05 -0.001389971457860114 0.0003566963835120305 0.0028354344804686266 -0.000147684804579452
leaf_weight=10089 89 20 38 25 27 25 59 43 43 34 223 25 26 25 163 28 32 41 104 30 37 29 87 104 20 1251569 4234 21614 811 35975
leaf_count=10089 89 20 38 25 27 25 59 43 43 34 223 25 26 25 163 28 32 41 104 30 37 29 87 104 20 1251569 4234 21614 811 35975
internal_value=-9.33347e-07 -0.00141889 -0.00225281 -0.00350019 -0.00580026 -0.00117756 0.00230396 0.00947069 -0.00235193 -0.00324106 -0.00196741 0.00478245 -8.49543e-05 0.0011008 0.00332919 0.0108819 -0.00255065 -0.00396201 -0.00211911 0.00391283 -0.0100722 -0.0123009 -0.0143878 0.0029609 -0.00126713 5.41045e-07 -0.000181735 -0.000107042 -0.000320871 -0.000376441
internal_weight=1.32567e+06 1377 1125 820 412 408 252 63 370 345 302 79 189 305 216 53 234 207 175 71 178 141 116 130 54 1.32429e+06 72723 68489 46875 46064
internal_count=1325669 1377 1125 820 412 408 252 63 370 345 302 79 189 305 216 53 234 207 175 71 178 141 116 130 54 1324292 72723 68489 46875 46064
cat_boundaries=0 1
cat_threshold=3456
is_linear=0
shrinkage=0.05


Tree=375
num_leaves=31
num_cat=1
split_feature=36 94 54 119 125 32 24 9 65 56 85 22 16 122 24 67 3 93 136 12 16 63 82 56 27 2 41 20 63 115
split_gain=1.11113 1.0748 3.2024 3.28927 4.49407 3.3719 2.97019 2.777 2.65944 2.48815 2.92794 2.85344 2.9731 2.48473 3.92933 3.49635 3.69134 3.49102 3.23029 2.82377 4.9109 3.37668 3.66572 2.76567 2.7001 2.68212 2.6484 2.90612 3.75215 2.57033
threshold=6.3500001430511483 -0.1672399044036865 0.10500000044703485 -0.07845610752701758 -0.90255093574523915 12.84999990463257 70.500000000000014 15.650000095367433 1.0349999666213991 221.95738220214847 0.71764430403709423 6.2149999141693124 5.7200000286102304 0.39873388409614569 334.50000000000006 1.0850000381469729 212.50000000000003 -0.958075851202011 0 0.56499999761581432 11.775000095367433 0.2962563037872315 265.30830383300787 301.79563903808599 341.50000000000006 290.50000000000006 7.4500000476837167 4.5650000572204599 0.40907724201679235 -0.76037701964378346
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -4 13 -9 11 -11 12 -7 15 26 16 18 24 -8 20 21 22 -17 29 -18 -20 -15 28 -28 -19
right_child=1 -3 6 -5 5 9 7 8 -10 10 -12 -13 -14 14 -16 19 17 23 25 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.008439150683055785 -0.0063742758933891574 -2.465604717986676e-05 -0.0030793712040137811 0.00040251648630223227 -0.0025035790094742709 0.0079317035363918095 -4.0265580717268294e-05 -0.0051319395546928943 -0.00079267931784183848 0.023614664234220983 0.006200554419841086 0.016234784899612092 -0.00063361551106811082 -3.096421428773555e-05 -0.0054393256017330879 0.029029480333272847 -0.00087805890497317227 -0.00011984367172772181 0.0023538079365315431 6.0365257038677014e-05 -0.0023457646337596491 0.005350104026929957 0.0031185287982225421 0.0034370521540929887 0.013253103461636998 -9.9221778194542569e-05 0.0012405045979628059 -0.0012336826325108313 0.023366246610465977 0.001000676715401569
leaf_weight=39 113 1030282 750 2873 177 135 2908 387 4031 25 700 35 406 28391 368 39 5855 9800 6317 212339 135 116 21 814 34 1353 66 6924 27 10712
leaf_count=39 113 1030282 750 2873 177 135 2908 387 4031 25 700 35 406 28391 368 39 5855 9800 6317 212339 135 116 21 814 34 1353 66 6924 27 10712
internal_value=-2.86625e-07 -5.34819e-07 8.34658e-05 0.00141252 0.00323638 0.00397116 6.31049e-05 7.12141e-05 -0.00117278 0.00485204 0.00680104 0.00239887 0.00150376 9.04161e-05 -0.000299364 0.000146097 0.000589246 0.000281173 0.00138186 6.73382e-05 0.00482821 0.010331 0.0199606 0.000578756 -0.000796473 0.00191859 -0.000245943 -0.00111576 0.00766411 0.000465327
internal_weight=1.32617e+06 1.32613e+06 295851 4464 1591 1478 291387 290637 4418 1301 725 576 541 286219 35776 250443 37793 27215 10578 212650 311 176 60 21326 5889 7670 35408 7017 93 20512
internal_count=1326172 1326133 295851 4464 1591 1478 291387 290637 4418 1301 725 576 541 286219 35776 250443 37793 27215 10578 212650 311 176 60 21326 5889 7670 35408 7017 93 20512
cat_boundaries=0 1
cat_threshold=7300
is_linear=0
shrinkage=0.05


Tree=376
num_leaves=31
num_cat=0
split_feature=36 103 28 12 87 43 15 104 55 19 12 67 53 73 28 73 95 102 101 120 54 64 54 102 2 8 111 115 114 89
split_gain=1.00279 0.993885 4.822 3.29792 4.04493 3.25561 3.12476 2.89961 3.11392 3.19995 2.84533 3.51754 6.0374 3.51058 3.78678 4.08039 4.32259 3.40186 2.96359 2.7671 3.03119 3.07031 2.89273 3.4182 3.53496 2.96581 2.85159 2.74535 2.68566 2.64766
threshold=6.3500001430511483 -0.16135568171739575 1014.8500061035157 1.9450000524520876 0.83238971233367931 9.5500001907348651 1.3949999809265139 -0.91191530227661122 2.5349999666213994 5.1300001144409189 0.94499999284744274 2.2050000429153447 0.9650000035762788 0.60090461373329174 1016.7500000000001 0.51448017358779918 -0.6550350785255431 0.082994259893894209 -0.11856191977858542 0.36648726463317877 2.7150000333786015 4.0450000762939462 0.10500000044703485 -0.2574626207351684 234.50000000000003 2.5499999523162846 -0.29306368529796595 0.8038262426853181 -0.99901017546653736 -0.74119642376899708
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 19 10 -5 8 9 28 11 -4 13 14 -13 17 -17 18 -16 20 21 22 23 24 -2 27 -26 -24 -7 -11
right_child=1 -3 5 6 -6 7 -8 -9 -10 29 -12 12 -14 -15 15 16 -18 -19 -20 -21 -22 -23 25 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0080171929457437188 -0.00091811053857985723 -1.3981301472184085e-05 0.0002989453956422721 -0.0028024937777113216 0.001174105712972529 0.018097126291229806 -2.1736735237380428e-05 0.00064628567889651173 -0.00050643362287196368 -0.0013562806033584995 -0.00024471101609072667 0.0026232435144739204 0.00089713178479156226 0.0034500053702181 0.0236078834542158 0.010926503563920657 0.038814462187953973 -0.0075902873561495832 0.0037861651430527369 0.0013883381670854612 0.00057547605546754419 -0.0032672916963063163 0.0011029129439119078 0.00053258338535288089 0.0270396804758187 -0.00094983920299550469 0.0092517522305462264 0.019732814609305933 0.0013794418302963355 -0.0040579763581590897
leaf_weight=39 67 1209000 9583 1101 20279 29 12257 2098 4225 1709 34289 73 1219 252 44 24 33 21 33 4448 12129 961 1758 457 29 7822 101 20 140 1932
leaf_count=39 67 1209000 9583 1101 20279 29 12257 2098 4225 1709 34289 73 1219 252 44 24 33 21 33 4448 12129 961 1758 457 29 7822 101 20 140 1932
internal_value=-2.72309e-07 -5.08094e-07 0.000138557 0.00044405 0.000637172 -0.000198333 -0.000250934 -0.00100895 -0.00144115 -0.00247768 -1.80859e-05 0.000670688 0.00276746 0.0075173 0.0120127 0.0164349 0.0270722 0.0102479 0.0151129 0.000245387 2.76076e-05 -0.000564911 -0.000311645 0.00290589 0.00841149 -0.00053084 0.0132198 0.00131247 0.00424816 -0.00278986
internal_weight=1.32617e+06 1.32613e+06 117133 61429 48071 55704 13358 10133 8035 3810 45571 11282 1699 480 228 155 57 98 77 27792 23344 11215 10254 654 197 9600 130 1778 169 3641
internal_count=1326172 1326133 117133 61429 48071 55704 13358 10133 8035 3810 45571 11282 1699 480 228 155 57 98 77 27792 23344 11215 10254 654 197 9600 130 1778 169 3641
is_linear=0
shrinkage=0.05


Tree=377
num_leaves=31
num_cat=0
split_feature=24 93 118 13 96 94 107 15 86 36 78 93 52 75 108 106 36 52 74 21 94 20 121 25 120 33 53 122 94 31
split_gain=0.952485 3.25342 3.10969 2.09284 1.74871 1.63067 1.7927 1.55152 1.53692 1.36973 1.31638 1.24707 2.31521 1.13144 1.10307 1.96195 1.06556 1.44362 1.21822 1.80898 1.06388 3.1203 2.84625 3.47516 3.63561 3.62861 5.92348 2.66649 2.84611 3.92267
threshold=70.500000000000014 0.29850448668003088 -0.87878364324569691 3.054999947547913 -0.99505388736724842 -0.92167848348617543 0.33021132647991186 2.7050000429153447 0.8229423761367799 6.3500001430511483 45.155000686645515 0.48799966275691992 1.235000014305115 0.40858495235443121 0.56859901547431957 -0.86503902077674855 11.449999809265138 0.10500000044703485 0.77900663018226635 5.3750000000000009 -0.1672399044036865 4.3350000381469735 0.72534674406051647 151.50000000000003 0.93663650751113903 15.449999809265138 0.58499997854232799 -0.60873827338218678 -0.81617054343223561 1015.2500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 7 -3 -6 10 16 13 -2 11 12 -7 -1 -13 -16 18 -18 19 -4 21 22 -11 -24 25 26 -25 -23 29 -29
right_child=9 4 3 -5 5 6 -8 -9 -10 20 -12 14 -14 -15 15 -17 17 -19 -20 -21 -22 27 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0079720103846436068 0.010188327625281046 -0.012015417778657765 -0.0058132887445390231 0.010697562078183349 -0.010522044389782582 0.020137603462419728 0.0154137832345441 -0.016716392545236481 0.012892947472000467 0.0012336716224969633 0.0065105279799484248 -0.0091566182701199351 -5.6281683500856159e-05 -0.002744165812738431 0.014908932039344854 -0.00010656593351785493 -0.015822009167318501 -0.004765683100004906 -0.0094630163377867303 0.00900769416987896 -2.2456033306941108e-05 0.00025080309224384252 -0.0025982976745581258 0.043633329764008522 0.0030313285782565952 0.0022214285098016264 0.011150723579339683 -8.1284385699035559e-06 0.00013291711518079885 -0.00073012461332614407
leaf_weight=36 33 29 35 22 34 22 20 27 33 3012 84 33 40 78 22 1949 31 620 26 50 1027864 118612 64 25 71 24 32 51228 92285 29731
leaf_count=36 33 29 35 22 34 22 20 27 33 3012 84 33 40 78 22 1949 31 620 26 50 1027864 118612 64 25 71 24 32 51228 92285 29731
internal_value=-2.58694e-07 -0.000863064 -0.00330053 -0.00451334 0.000182656 0.000343157 0.000513395 -0.00493747 0.00339058 1.82237e-06 0.000374787 0.000125318 0.00710929 0.00063989 -9.07529e-05 6.10348e-05 -0.00452011 -0.00529217 7.93854e-06 0.00290494 1.56828e-06 8.5252e-05 0.00163126 0.00717548 0.0112908 0.0185305 0.0253975 6.81527e-05 -5.68994e-05 -0.000273271
internal_weight=1.32617e+06 3191 958 811 2233 2204 2170 789 147 1.32298e+06 2150 2066 62 114 2004 1971 762 651 111 85 1.32295e+06 295084 3228 216 152 81 57 291856 173244 80959
internal_count=1326172 3191 958 811 2233 2204 2170 789 147 1322981 2150 2066 62 114 2004 1971 762 651 111 85 1322948 295084 3228 216 152 81 57 291856 173244 80959
is_linear=0
shrinkage=0.05


Tree=378
num_leaves=31
num_cat=1
split_feature=25 57 136 28 64 39 95 115 90 74 6 74 75 112 30 87 115 73 52 63 43 79 35 121 110 124 7 55 23 82
split_gain=0.949187 2.94973 2.99814 2.60668 2.45029 2.58132 2.91495 2.37578 2.11568 2.00232 2.04712 2.01154 4.1574 1.9134 1.89113 1.89939 2.44567 2.42623 2.20919 2.18556 3.38798 2.03869 1.85363 1.82633 1.88754 2.63673 2.64169 2.3316 1.82853 1.73091
threshold=200.50000000000003 202.06726837158206 0 1025.049987792969 0.7150000035762788 15.550000190734865 -0.33315603435039515 -0.96359375119209278 0.77334097027778637 0.37315171957015997 12.34999990463257 0.35902713239192968 0.31351794302463537 0.38266885280609136 1019.2500000000001 0.85340517759323131 -0.11319890245795249 0.4621089398860932 1.1549999713897707 0.28001773357391363 13.949999809265138 3.304999947547913 14.34999990463257 -0.99809679388999928 0.60675817728042614 0.39873388409614569 3.5499999523162846 4.8750000000000009 5.2650001049041757 319.54580688476568
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 22 14 -6 9 10 11 13 -13 -4 15 16 18 -18 -7 20 -20 -17 -3 28 -25 -26 27 -27 -9 -28
right_child=-2 2 8 -5 7 6 -8 23 -10 -11 -12 12 -14 -15 -16 21 17 -19 19 -21 -22 -23 -24 24 25 26 29 -29 -30 -31
leaf_value=1.1512005038423704e-05 -1.2615522864962299e-05 0.0013832113161928257 0.0012357052823863341 -0.0081537293999465708 -0.00091072572465619945 -0.005008106241328995 0.01197057940937098 -0.0070290061949680634 -0.0067965347081621157 7.3438938085492683e-06 -0.0055875563267164113 0.026670442956916913 0.004501691319210601 0.011889328898608009 0.015659762802533807 0.020105331903323531 0.010763207571738561 -0.0026679599321343833 0.00070678356153491351 0.0010192611028017713 0.02692694603042169 0.004800940240794957 -0.0085818121962282553 0.0010540879454558969 -0.0012485317971655415 0.02609960718546063 0.006457322683557868 0.005190859149054935 0.0069304961331363296 -0.0039089926596110073
leaf_weight=83563 1221701 280 1000 71 1210 132 124 26 108 10796 82 24 178 44 32 32 133 45 28 327 22 68 56 5346 152 30 250 24 240 48
leaf_count=83563 1221701 280 1000 71 1210 132 124 26 108 10796 82 24 178 44 32 32 133 45 28 327 22 68 56 5346 152 30 250 24 240 48
internal_value=-2.45759e-07 0.000144408 0.000675555 0.00138582 0.00146614 0.00348544 0.00482625 0.0011136 0.000170504 0.000232706 0.0020648 0.0025684 0.0071356 0.00168471 0.00374457 0.00326009 0.00232294 0.00736769 0.000558764 0.00250791 0.0122437 0.00969835 -0.000277626 0.0015141 0.00132985 0.00425494 0.00663144 0.0168068 0.00556603 0.00478758
internal_weight=1.32617e+06 104471 20908 8676 8605 1279 943 7326 12232 12124 1328 1246 202 1044 819 787 687 178 509 377 50 100 336 6116 5850 504 352 54 266 298
internal_count=1326172 104471 20908 8676 8605 1279 943 7326 12232 12124 1328 1246 202 1044 819 787 687 178 509 377 50 100 336 6116 5850 504 352 54 266 298
cat_boundaries=0 1
cat_threshold=4194
is_linear=0
shrinkage=0.05


Tree=379
num_leaves=31
num_cat=0
split_feature=15 73 77 95 52 78 59 88 52 120 53 62 107 70 28 126 42 72 96 35 56 96 24 91 18 88 35 89 87 124
split_gain=0.93587 3.04227 2.66688 6.23144 2.74885 2.76263 2.69402 3.48884 3.29545 2.90883 2.94254 2.80567 2.72405 3.03769 2.70332 2.85699 2.80449 2.63318 2.58918 2.49771 2.42483 2.31107 2.27492 2.43636 2.12427 1.95136 2.94374 2.53121 3.73303 2.40048
threshold=0.63499999046325695 0.35102662444114691 0.99500000476837169 0.84003186225891124 0.34499999880790716 2.0649999380111699 211.63420867919925 -0.5710078477859496 0.42499999701976782 -0.99353402853012074 0.30500000715255743 0.28578525781631475 -0.97948741912841786 256.35272216796881 1019.5499877929689 0.93663650751113903 13.34999990463257 0.36728990077972418 -0.40583491325378412 14.949999809265138 169.12093353271487 -0.67372453212738026 234.50000000000003 -0.78309643268585194 8.7100000381469744 -0.28485499322414393 14.150000095367433 -0.62851205468177784 0.7780033051967622 0.99353402853012096
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 6 5 -5 7 11 -9 10 -8 19 13 -13 16 22 -11 -1 24 -4 -10 -22 -16 -24 -18 29 27 -27 -29 -3
right_child=-2 25 3 4 -6 -7 9 8 20 14 -12 12 -14 -15 15 -17 18 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-8.7858999458316993e-06 5.0754181900592159e-06 -0.00092838204625390788 6.9138599576911436e-05 0.030973049461403314 0.0031420706618769932 0.0079075009739469921 0.030196418240666392 -0.014508139920847802 0.007589343093180408 -0.0021647897370396852 0.0039731826390261241 0.013767463790300567 -0.010829356090269155 -0.009468616003339942 -0.0071884865798056133 0.026092067383052336 0.017789890238782392 -0.0044712903000040747 0.023737642373889686 0.019958645906789522 -0.014535110731693833 0.0014097866007780776 0.0035847729492205676 0.02452759781431052 -0.00098759306319912924 -0.0037199390198186261 -0.0043159209131925147 -0.00041849086334442968 0.013440140844633184 0.0076998886683879129
leaf_weight=13293 1305319 4757 27 34 29 21 20 75 48 265 23 39 45 22 25 21 20 339 20 38 44 47 41 21 61 170 1013 138 75 82
leaf_count=13293 1305319 4757 27 34 29 21 20 75 48 265 23 39 45 22 25 21 20 339 20 38 44 47 41 21 61 170 1013 138 75 82
internal_value=-2.33472e-07 -0.00033255 6.18702e-05 0.002573 0.0155983 0.0221662 0.00135999 -0.00180652 -0.00606125 0.00371804 0.01617 0.0035181 -0.00149716 0.00538724 0.00258843 0.0095396 0.000537263 -0.000119759 0.00762681 0.0116969 -0.00150357 -0.00629983 0.00554417 0.0106783 0.00364882 -0.00125727 -0.00290413 0.000829946 0.00446131 -0.00078217
internal_weight=1.32617e+06 20853 14618 986 84 55 902 385 214 517 43 171 106 61 474 108 366 13632 101 65 139 91 87 62 81 6235 1396 383 213 4839
internal_count=1326172 20853 14618 986 84 55 902 385 214 517 43 171 106 61 474 108 366 13632 101 65 139 91 87 62 81 6235 1396 383 213 4839
is_linear=0
shrinkage=0.05


Tree=380
num_leaves=31
num_cat=2
split_feature=60 56 52 35 92 95 55 64 52 57 9 108 24 113 101 121 63 108 105 95 121 63 66 11 64 25 111 136 136 57
split_gain=1.19031 5.51851 4.49347 3.05228 2.96676 3.05006 4.26795 4.56951 3.31029 4.89699 4.1894 3.91558 3.88769 5.52973 3.6799 3.3466 3.25817 3.3362 4.64153 4.46624 4.17642 3.17698 4.77267 3.75236 3.12982 3.05707 3.04526 2.9335 2.83232 2.83049
threshold=0.45595304667949682 163.26004791259768 5.2550001144409189 5.1499998569488534 -0.96999123692512501 -0.23655568063259122 2.5349999666213994 7.4249999523162851 2.2350000143051152 202.76105499267581 3.6499999761581425 -0.21984602510929105 331.50000000000006 -0.76037701964378346 0.29770186543464666 0.9980967938899995 0.2962563037872315 0.85580500960350048 -0.35447742044925684 -0.33315603435039515 -0.5663846731185912 0.36703957617282873 11.984999656677248 8.3499999046325701 32.305000305175788 319.50000000000006 0.14098083227872851 0 1 340.83163452148443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2
left_child=2 -2 4 -4 -1 6 7 8 9 11 -11 14 13 -10 -6 -13 17 25 19 -19 -20 -7 29 -24 26 -9 -8 -3 -12 -23
right_child=1 27 3 -5 5 21 24 16 12 10 28 15 -14 -15 -16 -17 -18 18 20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00051973634678487135 0.0027743029028132159 0.00031311100042798429 0.0022807517508482153 -0.00056007019016938574 0.0023021251444905774 2.5943707808540781e-06 -0.0001288859361952892 0.00060354224482338562 -0.0015929788082017873 0.0015125905349982329 -0.00041671450698148533 -0.0005466381028023684 -0.0053941109133861659 0.00077378426183611552 -0.0056108057244502177 -0.01049475313650499 -0.0014594411731642142 0.0069303118277665434 0.018443064618369805 0.03104549528188294 -0.0043255443624393257 -0.0007103806458826419 0.00091483818556568073 -0.00046948547460597253 -0.0029948547954973038 -0.00313445163194182 0.00094334133951274831 -1.3174073848370159e-05 0.00070444192548308338 -0.0047702078869159541
leaf_weight=27143 1881 88673 965 46869 1935 682579 8390 2528 5027 10720 8406 15617 411 4848 159 85 7890 224 23 21 162 32913 9754 9827 576 698 31425 308588 17042 435
leaf_count=27143 1881 88673 965 46869 1935 682579 8390 2528 5027 10720 8406 15617 411 4848 159 85 7890 224 23 21 162 32913 9754 9827 576 698 31425 308588 17042 435
internal_value=2.70049e-07 7.24569e-05 -3.08227e-05 -0.00050276 -5.13582e-06 1.12642e-05 0.00024933 2.8112e-05 0.000192686 0.000349374 0.000683478 -0.000329648 -0.000629358 -0.000431048 0.00170129 -0.00060049 -0.000887691 0.000346199 0.00448325 0.00899733 -0.00149485 -2.63427e-05 -0.000399518 0.000220096 0.000664458 -0.000205236 0.000717397 5.96639e-05 0.000334214 -0.000763338
internal_weight=1.32581e+06 399142 926672 47834 878838 851695 116187 75796 64250 53964 36168 17796 10286 9875 2094 15702 11546 3656 430 245 185 735508 52929 19581 40391 3226 39815 397261 25448 33348
internal_count=1325814 399142 926672 47834 878838 851695 116187 75796 64250 53964 36168 17796 10286 9875 2094 15702 11546 3656 430 245 185 735508 52929 19581 40391 3226 39815 397261 25448 33348
cat_boundaries=0 1 2
cat_threshold=2320 3585
is_linear=0
shrinkage=0.05


Tree=381
num_leaves=31
num_cat=2
split_feature=23 93 18 71 112 95 23 136 78 109 107 126 63 20 22 14 9 59 88 96 62 75 60 16 29 67 63 17 20 136
split_gain=1.14392 2.48224 2.52141 2.83024 1.92724 2.15246 2.23946 2.13128 2.94478 2.3712 2.07849 2.69994 3.40859 1.97939 1.83636 1.83519 1.91996 2.84268 2.19917 1.83776 1.80434 1.75965 3.14837 4.56577 4.0232 3.87867 3.77434 4.46524 3.97616 3.57727
threshold=7.8849999904632577 -0.069735031574964509 13.344999790191652 196.62955474853518 0.35019405186176306 -0.89228174090385426 8.3450002670288104 0 2.245000004768372 -0.97308453917503346 -0.89823883771896351 0.99353402853012096 0.36892434954643255 5.0150001049041757 9.5450000762939471 0.97500002384185802 11.449999809265138 262.96177673339849 0.3750481009483338 0.26478628814220434 0.46251924335956579 0.55433687567710888 0.40287707746028906 11.775000095367433 1007.8500061035157 0.6850000023841859 0.25840437412261968 4.2599999904632577 7.0250000953674325 1
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=21 2 4 -4 5 13 10 8 9 -8 -7 -12 -13 20 -15 -6 17 18 19 -17 -2 -1 23 24 -23 -26 27 -27 -29 -25
right_child=1 -3 3 -5 15 6 7 -9 -10 -11 11 12 -14 14 -16 16 -18 -19 -20 -21 -22 22 -24 29 25 26 -28 28 -30 -31
leaf_value=2.3918882511184299e-05 0.017197025026525221 2.3634561276186459e-05 0.002218248920064747 -0.00016147627332885241 -0.0051304280225719723 -0.00042459288994198523 0.020697593423855409 0.00076841802313860083 0.0015044739828571187 0.0041083163062722011 0.00081624578840573973 0.021519184150897406 0.0035681133681151065 -0.00014572572441064687 -0.0052539786684664561 0.0072923919024805613 -0.0058372956995541856 0.025627710297703745 0.020592151246155085 -0.0033251451365159529 -0.00066370485672870511 -0.0014722704838456891 -7.8230138681706155e-06 -0.00049911693316718976 -0.0020702899484624383 0.024280811604112388 -0.00020651629830731905 0.00096226852908051937 -0.0015236936565566021 -0.0020400882978847978
leaf_weight=614331 31 300566 1334 19707 42 4829 22 7406 4296 1031 5097 34 119 5280 182 143 30 20 23 57 26 5909 236298 9471 2515 20 86514 12365 1849 6267
leaf_count=614331 31 300566 1334 19707 42 4829 22 7406 4296 1031 5097 34 119 5280 182 143 30 20 23 57 26 5909 236298 9471 2515 20 86514 12365 1849 6267
internal_value=2.56769e-07 7.77642e-05 0.00040506 -1.06016e-05 0.000710136 0.000666925 0.000881104 0.00132127 0.0020814 0.00445491 0.00032407 0.0010127 0.00755724 -0.000219207 -0.000315938 0.00459954 0.00609646 0.00756976 0.00595022 0.00426639 0.00905003 -2.75729e-05 -0.000115148 -0.000318181 -0.000203406 -0.000130798 -8.23817e-05 0.000672106 0.000638887 -0.00111436
internal_weight=1.32581e+06 350275 49709 21041 28668 28353 22834 12755 5349 1053 10079 5250 153 5519 5462 315 273 243 223 200 57 975539 361208 124910 109172 103263 100748 14234 14214 15738
internal_count=1325814 350275 49709 21041 28668 28353 22834 12755 5349 1053 10079 5250 153 5519 5462 315 273 243 223 200 57 975539 361208 124910 109172 103263 100748 14234 14214 15738
cat_boundaries=0 1 2
cat_threshold=834 7968
is_linear=0
shrinkage=0.05


Tree=382
num_leaves=31
num_cat=1
split_feature=104 136 135 84 52 14 68 127 87 72 116 52 105 124 84 99 111 25 68 37 115 99 21 59 24 114 62 105 114 39
split_gain=1.09297 2.3128 3.51196 2.60974 2.24475 3.94855 2.97477 4.13325 2.63274 2.38855 2.26295 2.24703 3.29564 2.73407 2.87015 2.90434 3.12224 3.48541 2.55957 2.30221 3.62738 2.82374 2.80961 2.62567 2.60087 2.52401 2.11588 2.10679 2.08511 2.0478
threshold=0.081336595118045821 0 1018.0499877929689 0.91271305084228527 0.14500000327825549 0.81499999761581432 250.17991638183597 -0.25037047266960138 0.88601291179656994 0.43450753390789038 -0.44618082046508784 3.2250000238418584 0.69303643703460704 -0.98624804615974415 0.72864738106727611 -0.97907835245132435 -0.37568752467632288 182.50000000000003 230.19610595703128 13.449999809265138 -0.85260769724845875 -0.91934707760810841 6.4549999237060556 272.70993041992193 289.50000000000006 0.35019405186176306 0.37284570932388311 0.33240078389644628 0.86159634590148937 16.349999427795414
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 28 6 10 8 -8 -3 -9 -6 12 13 -7 -15 16 17 18 -16 21 23 27 -22 26 25 -23 -21 -17 -2 -13
right_child=1 2 -4 -5 5 11 7 9 -10 -11 -12 29 -14 14 15 19 -18 -19 -20 20 22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.5266130405998329e-06 -0.00032831879722362487 0.0051472316512704962 0.021191866822879424 0.010465526537207719 -0.016848920560064349 -0.0070758052148448772 0.028485358737666035 0.018947793608126436 -0.012556475241269386 -0.00093531466872346671 -0.0033033383510868396 0.00027924756152999827 -0.0012590377161096737 -0.0028583566479460157 0.0036997056624386462 -0.0077018909859207438 0.0046339186023956593 0.036335614835843445 0.025854312501509082 0.028321447320992038 -0.0086786909169997237 0.0055632362456114227 0.011075373781866141 -0.0028862741568850148 0.021062800470689261 0.018771446573479875 0.005876394815831667 0.0088794913073070355 -0.0081118312698063993 0.0056111701320828164
leaf_weight=1316734 3870 84 22 55 37 48 29 23 28 44 185 3149 329 99 32 53 65 22 22 21 99 307 22 27 37 41 21 30 88 191
leaf_count=1316734 3870 84 22 55 37 48 29 23 28 44 185 3149 329 99 32 53 65 22 22 21 99 307 22 27 37 41 21 30 88 191
internal_value=2.43262e-07 0.000546931 0.00125566 -0.000350194 0.00117121 0.000952498 0.00625725 0.0127158 0.000721305 0.00589023 -0.00556094 0.00126582 0.00305151 0.00455064 0.00517209 0.00616711 0.0126792 0.0195601 0.0127257 0.00477165 0.000129964 0.00665609 -0.00508704 0.00927863 0.00845939 0.00711938 0.0170989 -0.00170862 -0.000501373 0.000584157
internal_weight=1.32581e+06 9080 5067 4013 5045 4837 208 96 112 67 222 4615 1275 946 898 799 141 76 54 658 190 468 121 69 385 348 42 83 3958 3340
internal_count=1325814 9080 5067 4013 5045 4837 208 96 112 67 222 4615 1275 946 898 799 141 76 54 658 190 468 121 69 385 348 42 83 3958 3340
cat_boundaries=0 1
cat_threshold=4645
is_linear=0
shrinkage=0.05


Tree=383
num_leaves=31
num_cat=0
split_feature=87 39 17 38 111 103 61 43 105 107 33 120 28 70 66 53 53 61 35 107 113 99 97 33 99 54 90 114 17 18
split_gain=1.06358 1.92619 2.19819 2.18823 3.01737 2.13337 2.44776 2.8584 2.87182 3.21273 3.00997 3.00796 2.94698 2.85521 2.48442 2.34071 2.34816 2.25249 3.04223 2.18339 2.07677 2.07208 1.93393 1.87949 2.66429 3.13433 2.62384 2.9511 1.84824 2.06676
threshold=0.8891405761241914 15.949999809265138 6.9049999713897714 15.449999809265138 -0.33119328320026392 -0.23160713165998456 0.52667298913002025 9.8499999046325701 -0.97644105553627003 -0.99028816819190968 16.150000572204593 -0.84335932135581959 1014.4500122070314 276.39234924316412 2.1049998998641972 0.22500000149011615 1.6150000095367434 0.28002262115478521 16.150000572204593 -0.99748411774635304 -0.98624804615974415 -0.9375498592853545 -0.82562270760536183 17.750000000000004 -0.59605103731155384 1.6050000190734866 0.12080755457282068 -0.60873827338218678 4.4500000476837167 4.6550002098083505
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 28 -2 21 6 7 8 9 10 -4 -10 13 -13 -14 20 -17 -15 -19 -9 -11 -5 -18 24 -7 -26 -25 -28 29 -3
right_child=1 2 5 4 -6 23 -8 19 11 15 -12 12 14 17 -16 16 22 18 -20 -21 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=1.2374322491149684e-05 -0.0001256249804044275 0.018978995687904815 0.0087239111418880161 0.019982346940253463 0.00085801997643510151 -0.00069930454675071467 -0.0020136232870818257 -0.0093328606675971634 -0.0041533761051562963 0.016545497957553904 0.030121716462006728 0.0037896016219412208 -0.0086663388588739936 0.028752415943890809 0.0028323970087690328 -0.0046340562321851592 0.018559055947340454 0.025031004092168241 0.0017231832180793088 0.00044981308691521095 0.00088248663779461024 0.0019093563410870987 -0.0007258855379544772 0.00047414816148862735 -0.011490884666260677 -0.002281089093523877 0.0032836282654304287 0.024993942021999671 -0.0020219039732674608 0.0010646141714591912
leaf_weight=1235009 69984 21 42 35 4416 8964 443 77 164 59 27 340 76 20 123 83 26 21 42 220 33 29 26 1702 119 413 49 23 3159 69
leaf_count=1235009 69984 21 42 35 4416 8964 443 77 164 59 27 340 76 20 123 83 26 21 42 220 33 29 26 1702 119 413 49 23 3159 69
internal_value=2.31099e-07 -0.000164925 -0.00065651 -5.70473e-05 0.00101423 -0.000367618 0.00121979 0.00225851 0.00345116 0.00764876 0.017097 0.00187039 0.00345865 0.00581924 -0.00155908 0.00477684 0.00058545 0.0141334 0.00949246 -0.00208644 0.0109272 0.011793 0.00891659 -0.000624251 -0.000903335 -0.00434117 0.00086965 0.0102189 -0.00182061 0.00524464
internal_weight=1.32581e+06 90805 16341 74464 4480 13092 1822 1379 1082 296 69 786 622 423 199 227 135 83 63 297 92 64 52 11270 9496 532 1774 72 3249 90
internal_count=1325814 90805 16341 74464 4480 13092 1822 1379 1082 296 69 786 622 423 199 227 135 83 63 297 92 64 52 11270 9496 532 1774 72 3249 90
is_linear=0
shrinkage=0.05


Tree=384
num_leaves=31
num_cat=1
split_feature=60 56 52 35 92 95 55 53 57 67 6 38 60 19 114 37 33 55 92 52 36 57 136 119 1 76 120 14 113 27
split_gain=1.03442 4.97338 3.97425 2.75199 2.73833 3.24341 4.6065 5.24549 3.93195 3.97969 3.27241 4.24986 4.54399 5.0324 4.5197 3.72722 3.71257 3.23301 3.40721 3.50632 4.09014 4.3257 4.52548 4.65747 4.46385 3.84439 3.62314 3.67987 3.5912 3.69339
threshold=0.45595304667949682 166.47275543212893 5.2550001144409189 5.1499998569488534 -0.93008688092231739 -0.28425231575965876 2.185000061988831 1.8949999809265139 72.23178863525392 1.044999957084656 1.0000000180025095e-35 13.050000190734865 0.21268977969884875 8.0099999904632586 -0.58068084716796864 13.050000190734865 12.84999990463257 1.1349999904632571 0.28224721550941473 0.22500000149011615 14.150000095367433 222.73175048828128 0 -0.16504132002592084 133.50000000000003 3.6049998998641972 -0.16504132002592084 2.054999947547913 -0.99535831809043873 202.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 7 10 -9 -10 11 14 13 -13 15 -6 -16 18 19 -12 -21 26 23 -23 25 -25 27 -22 29 -28
right_child=1 -3 3 -5 5 -7 -8 8 9 -11 17 12 -14 -15 16 -17 -18 -19 -20 20 21 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00039995675401942072 0.0022396247430672661 5.3172537082216332e-05 0.0021704435276309118 -0.00052701810276725247 0.0020055577209030714 -2.1320005679493994e-05 0.00068409677786953433 -0.0088660274747556517 0.0012655948150544979 -0.0012213995216323889 0.0016248424775474743 0.020825221108529589 -4.9056992102123333e-05 0.001268815436694575 0.0075184935062295863 0.020441914548075969 0.028453845488838853 0.00069750231391254094 -0.0010928139607199016 0.00053800243736887158 -0.0036629683705476979 -0.0012420720943658653 -0.0017094326530353446 0.019906753475737313 0.0022813164384433977 0.0055689656258970177 0.027028329703025523 0.0070438606316695022 -0.0010787340593281485 0.0041359135792968238
leaf_weight=41720 2618 396524 965 46869 237 736317 41626 154 1913 10108 3405 58 1040 76 45 31 40 17350 7383 9867 2423 810 1765 69 1070 145 20 83 935 148
leaf_count=41720 2618 396524 965 46869 237 736317 41626 154 1913 10108 3405 58 1040 76 45 31 40 17350 7383 9867 2423 810 1765 69 1070 145 20 83 935 148
internal_value=2.19544e-07 6.75136e-05 -2.87658e-05 -0.0004726 -4.60849e-06 1.50947e-05 0.000281092 -2.39714e-06 -0.000927326 -0.000825624 0.000237199 0.00251393 0.00106752 0.00973353 0.00732437 0.00413812 0.0173704 0.000160745 -0.000170398 0.000157963 -0.000130167 -0.00101298 0.000150752 0.00171863 0.00359975 0.0101919 -0.00225732 -0.00330835 0.000130612 0.0068612
internal_weight=1.32581e+06 399142 926672 47834 878838 837118 100801 59175 12175 12021 47000 1527 1174 134 353 268 85 45473 28123 20740 17335 7468 3859 2094 1284 214 3609 2506 1103 168
internal_count=1325814 399142 926672 47834 878838 837118 100801 59175 12175 12021 47000 1527 1174 134 353 268 85 45473 28123 20740 17335 7468 3859 2094 1284 214 3609 2506 1103 168
cat_boundaries=0 1
cat_threshold=4145
is_linear=0
shrinkage=0.05


Tree=385
num_leaves=31
num_cat=1
split_feature=17 108 8 56 57 76 68 25 43 41 104 1 56 136 111 52 0 92 52 63 9 25 4 123 55 100 22 73 43 41
split_gain=0.963705 1.11636 0.948615 2.36315 4.57534 4.18338 4.03692 2.81404 2.25041 2.15905 2.56815 2.08861 1.88467 3.88805 3.42174 3.87454 3.47884 2.91206 2.6862 3.36891 3.42121 3.67945 3.37576 2.8202 3.75858 2.6492 2.62402 3.09915 3.77331 2.93349
threshold=2.7999999523162846 0.80115532875061046 5.3500001430511483 273.63719177246099 72.23178863525392 28.054999351501468 317.19261169433599 323.50000000000006 -1.0000000180025095e-35 17.550000190734867 -0.99633526802062977 15.500000000000002 230.33010101318362 0 -0.26148551702499384 2.9450000524520878 149.50000000000003 -0.017651399597525593 1.8450000286102297 0.90263706445693981 2.8500000238418584 205.50000000000003 6.8500001430511483 -0.68832838535308827 0.78499999642372142 -0.68522155284881581 5.0450000762939462 0.52920851111412059 11.050000190734865 16.94999980926514
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 7 6 8 -5 -6 -10 -11 -8 14 -14 15 16 17 -4 19 20 21 -15 -23 -24 -25 -18 29 28 -28 -22
right_child=2 -3 12 4 5 -7 11 -9 9 10 -12 -13 13 18 -16 -17 25 -19 -20 -21 26 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.013573686565671676 5.421382727906349e-06 0.0012929892167448998 0.0029797807912484457 -0.0018833946181525563 0.011823764730406066 0.0015097153545102404 -0.00033172047030881704 -0.0074555864031170399 -0.0001946828010406288 0.02297187466915189 0.00048080582249288755 -0.0021893210480769575 0.0004158696947493779 0.025293646752834322 -2.6025935386445992e-06 -0.0025674143011961905 0.0016153492993173264 -0.0029341961295508232 -6.8033518306460092e-05 0.014589109639373852 -0.0008181325627621373 0.0015748911228331082 -0.0055360239278525111 0.027117219403092016 0.0062556816344149406 -0.0018227650214200732 0.0021726236292594031 0.00029266201113453124 -0.002702436316652079 0.012298234580978102
leaf_weight=28 462075 23 1133 1810 39 3435 2449 259 98754 22 30 3960 89450 20 466489 2763 713 255 158097 42 4930 453 20 38 50 2616 4232 21222 438 43
leaf_count=28 462075 23 1133 1810 39 3435 2449 259 98754 22 30 3960 89450 20 466489 2763 713 255 158097 42 4930 453 20 38 50 2616 4232 21222 438 43
internal_value=3.92702e-06 -0.00686911 4.1914e-06 -4.42989e-05 -0.000251728 -0.00020739 -0.000263428 -0.00258093 -0.00018458 -0.000189319 0.00999626 -0.0014795 4.10794e-05 0.000144174 -1.96143e-05 -0.00108055 -0.000209612 0.00189328 1.59595e-05 0.000437682 0.000418781 0.00421999 0.00346871 0.0114122 0.0152641 -0.0010864 0.000347228 0.000549272 0.00171539 -0.000704719
internal_weight=1.32589e+06 51 1.32584e+06 572833 110758 108689 105254 2069 98845 98806 52 6409 753004 279035 473969 7480 4717 1388 189585 31488 31446 581 561 108 88 3329 30865 25892 4670 4973
internal_count=1325888 51 1325837 572833 110758 108689 105254 2069 98845 98806 52 6409 753004 279035 473969 7480 4717 1388 189585 31488 31446 581 561 108 88 3329 30865 25892 4670 4973
cat_boundaries=0 1
cat_threshold=3344
is_linear=0
shrinkage=0.05


Tree=386
num_leaves=31
num_cat=0
split_feature=17 72 108 97 59 90 35 26 23 81 28 26 95 84 12 100 33 72 115 11 107 87 86 52 117 120 87 13 98 95
split_gain=0.909445 3.36997 4.20124 5.53059 2.93878 3.32615 2.97386 3.92347 3.1603 3.33677 2.8057 2.94823 2.29421 2.29155 3.46194 2.85228 2.78763 4.07195 3.85992 2.25362 2.64085 2.33859 2.27491 2.25258 2.19732 2.18304 2.28807 2.27157 2.46912 2.11955
threshold=6.0650000572204599 0.34381587803363806 -0.99277213215827931 -0.81921026110649098 322.08320617675787 -0.99667686223983754 14.84999990463257 272.50000000000006 6.6849999427795419 243.22694396972659 1014.1499938964845 197.50000000000003 -0.83329468965530384 0.76451873779296886 0.86500000953674328 0.057132164016366012 8.1500000953674334 0.52288854122161876 -0.73724925518035878 11.550000190734865 -0.99841034412384022 0.79410845041275036 0.83170136809349071 0.82499998807907116 -0.44618082046508784 -0.72534674406051625 0.84984621405601513 1.1050000190734866 -0.98665371537208546 -0.99974289536476124
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 13 8 9 -8 12 -12 -10 14 15 -3 17 18 -15 20 -7 22 23 -22 -11 26 27 28 -18 -27
right_child=-2 4 -4 -5 5 19 7 -9 10 24 11 -13 -14 16 -16 -17 25 -19 -20 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0304494242864446 1.2776197146624442e-05 0.00051638089959888073 7.6876114210361736e-05 -0.0040497306468231338 0.017406758640867635 -0.013395713409408927 -0.0057919679500824245 -0.0026454188579641148 0.012376064208801836 0.01480142182748144 0.0010170131544804289 0.024844736626426528 -0.0048130562389269473 0.032299234303222464 -0.0053544970567082741 0.021492304713908762 0.001397015166716004 -0.0020635152784442262 0.0075186311381615027 -0.0028012058576119638 0.029918553903698922 0.0031387081423840365 -0.00048363041598349811 0.0079815259393812583 -0.00037856097601256456 0.007432377156860466 0.0015447236397995976 0.00041438042972453639 -0.0065260871399745908 -0.00079596612842287298
leaf_weight=26 1265506 71 38518 21 37 20 297 3996 30 24 21 34 55 22 443 21 147 70 55 171 25 254 20 22 3557 79 2682 971 297 8396
leaf_count=26 1265506 71 38518 21 37 20 297 3996 30 24 21 34 55 22 443 21 147 70 55 171 25 254 20 22 3557 79 2682 971 297 8396
internal_value=3.73082e-06 -0.000185845 9.51058e-05 0.0150349 -0.00068247 0.00292941 -0.000775705 -0.00153606 -0.000432772 -0.000699206 0.00694744 0.0157469 0.00125369 -0.00031596 -0.00352157 0.00530436 -0.000181122 0.00666437 0.0145988 0.0018832 0.00423227 0.00533058 0.0136401 0.0196502 -0.000276824 -0.000261164 0.00068646 -0.000940299 -0.0039029 -0.000719265
internal_weight=1.32589e+06 60382 38565 47 21817 549 21268 8014 4018 3878 140 55 85 13254 535 92 12719 147 77 512 341 321 67 47 3581 12572 4097 1415 444 8475
internal_count=1325888 60382 38565 47 21817 549 21268 8014 4018 3878 140 55 85 13254 535 92 12719 147 77 512 341 321 67 47 3581 12572 4097 1415 444 8475
is_linear=0
shrinkage=0.05


Tree=387
num_leaves=31
num_cat=1
split_feature=17 108 92 28 17 67 16 116 12 67 92 116 74 19 27 79 40 136 32 12 58 20 37 10 72 55 22 101 108 12
split_gain=0.864529 1.00268 0.829136 2.93206 2.99765 3.06469 2.84963 4.56507 3.57552 3.60957 3.14914 4.0155 2.91246 3.12362 3.57218 3.17611 4.92648 3.54874 3.94015 3.50571 3.35963 3.27611 3.22537 3.16763 2.85949 3.83745 2.96697 2.8375 2.71507 2.84346
threshold=2.7999999523162846 0.80115532875061046 -0.11000641062855719 1021.4500122070314 6.9049999713897714 0.72500002384185802 12.50999975204468 -0.85260769724845875 3.1950000524520878 34.164999008178718 -0.51500180363655079 -0.3172925859689712 0.59158742427825939 7.4149999618530282 341.50000000000006 17.82499980926514 10.84999990463257 0 13.150000095367433 1.9650000333786013 70.86420059204103 6.9649999141693124 17.050000190734867 0.65000000596046459 0.38704104721546179 0.54500001668930065 8.3750000000000018 -0.16022156178951261 -0.24620527774095533 1.0049999952316286
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 8 -8 9 12 11 -9 -7 -14 15 19 17 -17 21 24 -18 -19 -21 -16 25 -15 28 -28 29 -26
right_child=2 -3 -4 -5 5 6 7 10 -10 -11 -12 -13 13 14 23 16 20 18 -20 22 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.012860300644700094 -0.00035666515049929135 0.0012291489978847297 -1.8090603420883452e-05 -0.00056611015447146458 0.00079492959095771385 0.00060101393953797754 0.00025736607208401392 -0.00052219609407537851 -0.001195570414347715 0.001503985056965023 -2.0845346605627186e-05 -0.0021036571614877347 -0.00082952034478107537 0.023619446394821775 0.015672481521456082 -0.00037653064025476536 0.025533696193070637 0.0020293726913652561 -4.9564834625925869e-05 -0.00043944484120298443 0.0050314521700430895 -0.00062391028587469174 -0.0034334326653463936 -0.0035504623674191445 0.0031399044975703762 0.0034048875720694288 -0.0015016011403424321 0.0017488850466197915 -3.9923041202945544e-06 0.00052809201889372434
leaf_weight=28 30573 23 1014911 16855 18063 39464 38950 16255 4243 5760 18280 5330 8318 26 22 6111 21 8265 5227 13854 412 1354 962 828 1341 242 780 4822 59893 4675
leaf_count=28 30573 23 1014911 16855 18063 39464 38950 16255 4243 5760 18280 5330 8318 26 22 6111 21 8265 5227 13854 412 1354 962 828 1341 242 780 4822 59893 4675
internal_value=3.54428e-06 -0.00650624 3.79469e-06 7.52317e-05 0.000111991 0.000166368 0.000120108 -0.000127608 0.000237284 0.000274725 -0.000503746 -0.000912707 0.000229516 0.000104373 0.000175749 0.000201163 0.000746767 0.000637695 0.00105472 6.63926e-05 0.00602579 0.00165589 -0.000633844 -0.00305293 0.000210929 0.005366 0.00019161 0.0012963 9.77155e-05 0.00111028
internal_weight=1.32589e+06 51 1.32584e+06 310926 294071 263498 245435 78815 166620 162377 39865 21585 156617 117153 108835 107985 21390 20957 14846 86595 433 9619 14816 850 71779 268 71511 5602 65909 6016
internal_count=1325888 51 1325837 310926 294071 263498 245435 78815 166620 162377 39865 21585 156617 117153 108835 107985 21390 20957 14846 86595 433 9619 14816 850 71779 268 71511 5602 65909 6016
cat_boundaries=0 1
cat_threshold=4528
is_linear=0
shrinkage=0.05


Tree=388
num_leaves=31
num_cat=1
split_feature=4 136 56 93 38 81 113 77 29 61 6 120 83 59 79 57 6 77 103 98 78 90 98 61 4 80 94 52 22 59
split_gain=0.903859 3.36854 3.70906 3.44331 3.33931 3.47583 2.99986 3.15679 3.25084 3.80437 2.82579 2.99208 2.77169 2.4849 2.43788 2.43736 3.18387 3.15964 3.74229 3.07514 4.47569 2.57802 2.56025 2.43425 2.37455 2.28583 2.28392 2.28009 3.98569 3.33869
threshold=7.6499998569488534 0 236.36216735839847 -0.84617027640342701 13.449999809265138 272.86628723144537 -0.67556449770927418 31.425000190734867 1011.0499877929689 0.3605055063962937 7.9500000476837167 -0.59480014443397511 296.37893676757818 191.20302581787112 15.734999656677248 314.96182250976568 6.6499998569488534 12.934999942779543 -0.57637539505958546 -0.99981427192687977 3.8649998903274541 -0.68798759579658497 -0.91981095075607289 0.38042898476123815 10.750000000000002 336.88066101074224 -0.99976700544357289 1.0049999952316286 6.0750000476837167 167.10212707519534
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 3 -3 4 6 14 12 -8 -9 -10 27 24 -2 23 -6 25 17 19 21 20 -17 -19 -18 -7 -12 -1 -21 28 -4 -30
right_child=1 2 10 -5 5 13 7 8 9 -11 11 -13 -14 -15 -16 16 22 18 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.8968003421434733e-06 -0.0040167922423816225 8.1065119154906679e-06 0.00090173489162836658 -0.0001256459948311472 -0.0088052931105935834 -0.0078266681338580082 0.00091542151843373879 -0.0014310385821812341 0.023659396574098188 0.002684296953894601 0.00024314554939339528 -8.3224721478876687e-06 -0.00019823189078853082 -0.0010845452813173029 0.0056902083160821348 0.023451351847324987 -0.0045097666775730308 0.0029219315408475022 0.00067864108357527822 0.013666597466389822 0.00015799719760001735 0.026863036677241325 -0.0011704926922422225 -0.00083795531415538013 0.0012430755430031849 -0.0010734994257998762 -0.00089916355908905329 0.00064114767811698206 -0.0044691173299666381 0.0054541609327011043
leaf_weight=965973 637 160509 2488 66950 310 313 613 46 52 37 13745 47377 1871 1663 32 32 642 22 5312 27 58 23 5420 207 10452 5021 8310 26696 93 957
leaf_count=965973 637 160509 2488 66950 310 313 613 46 52 37 13745 47377 1871 1663 32 32 642 22 5312 27 58 23 5420 207 10452 5021 8310 26696 93 957
internal_value=3.36693e-06 7.43599e-05 0.000157838 -0.000226709 -0.00139751 -0.00276212 -0.000339268 0.00243975 0.00936133 0.0149394 0.000393918 0.000222712 -0.0011681 -0.00202785 -0.00744899 -2.0639e-05 -0.000569168 -0.000149185 0.000800275 -0.000752752 0.00844008 0.0151585 -0.00152414 -0.00504462 0.00067507 -9.4277e-06 -0.000851991 0.000799219 0.00199195 0.00457524
internal_weight=1.32589e+06 335048 262317 72731 5781 2525 3256 748 135 89 101808 71574 2508 2183 342 990840 19846 13784 5357 8427 90 45 6062 520 24197 970994 8337 30234 3538 1050
internal_count=1325888 335048 262317 72731 5781 2525 3256 748 135 89 101808 71574 2508 2183 342 990840 19846 13784 5357 8427 90 45 6062 520 24197 970994 8337 30234 3538 1050
cat_boundaries=0 1
cat_threshold=4194
is_linear=0
shrinkage=0.05


Tree=389
num_leaves=31
num_cat=1
split_feature=8 56 57 76 68 13 61 27 60 0 53 80 31 57 73 22 114 95 87 10 41 104 73 17 69 112 54 53 30 136
split_gain=0.847277 2.07954 4.15628 3.94798 3.92766 3.1974 3.04159 2.90074 2.75812 4.65286 4.73522 4.44765 3.19184 3.88453 2.66302 2.60537 2.86033 2.36609 2.25806 2.21932 1.967 2.31971 1.96687 1.81158 2.49439 1.80419 2.20555 2.01651 2.3314 1.84201
threshold=5.3500001430511483 273.63719177246099 72.23178863525392 18.23499965667725 316.38200378417974 1.7749999761581423 0.28564506769180303 320.50000000000006 0.27791503071784979 178.50000000000003 2.2549999952316289 313.00665283203131 1012.2500000000001 277.97546386718756 0.33329710364341741 5.3550000190734872 -0.78257837891578663 -0.072071354836225496 0.8667026460170747 1.9499999880790713 17.550000190734867 -0.99633526802062977 0.71969595551490795 4.4500000476837167 279.84185791015631 -0.85260769724845875 0.14500000327825549 0.18500000238418582 1013.9500122070314 0
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=1 -1 7 4 20 6 -5 -3 9 14 11 17 -13 -14 -7 -16 18 -11 -17 -10 23 -22 -15 24 -4 29 -27 28 -28 -25
right_child=-2 2 3 5 -6 8 -8 -9 19 10 -12 12 13 22 15 16 -18 -19 -20 -21 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=4.0119975014422715e-06 3.8059856147096017e-05 -0.0016547817099924512 0.0017925612781255042 0.027927115513011816 -0.0015804824418648418 0.018432149712351107 0.004646521302787191 -0.0068256312906675 0.0012034609011312288 0.040632211677730089 -0.0052902801117549339 -0.0031932452499556043 0.026551398584568828 -0.0064816814448152267 -0.011793694790543581 0.0021821202065509101 -0.00018985316886290432 0.016602271036910161 0.02322796779498458 -0.00027253490798579333 0.021836374708535999 0.00046086257129597166 0.015427463594824076 0.00014688308646718299 0.020694117240297297 -0.0040656902001287298 -0.0055491610430181033 -0.00052591928407864268 0.015192088614484029 -0.00039808846058715983
leaf_weight=462094 753035 1749 64 20 5607 21 47 321 4912 20 39 36 37 21 41 26 344 21 25 5289 22 30 20 36919 24 442 20 27881 42 26719
leaf_count=462094 753035 1749 64 20 5607 21 47 321 4912 20 39 36 37 21 41 26 344 21 25 5289 22 30 20 36919 24 442 20 27881 42 26719
internal_value=3.19858e-06 -4.26278e-05 -0.000237212 -0.000194943 -0.000295648 0.000706786 0.011596 -0.00245664 0.000639557 0.00379494 0.0102827 0.0142011 0.00912174 0.0148056 0.00104083 0.000203173 0.00144842 0.0283242 0.0124987 0.000438189 -0.000217482 0.00950435 0.00420571 -0.00022297 0.00694753 -0.000229827 -0.000561321 -0.00050589 0.00850136 -8.19677e-05
internal_weight=1.32589e+06 572853 110759 108689 97770 10919 67 2070 10852 651 194 155 114 78 457 436 395 41 51 10201 92163 52 41 92111 88 92023 28385 27943 62 63638
internal_count=1325888 572853 110759 108689 97770 10919 67 2070 10852 651 194 155 114 78 457 436 395 41 51 10201 92163 52 41 92111 88 92023 28385 27943 62 63638
cat_boundaries=0 1
cat_threshold=2992
is_linear=0
shrinkage=0.05


Tree=390
num_leaves=31
num_cat=0
split_feature=17 38 72 89 88 31 54 76 81 120 125 122 18 61 54 122 90 25 13 31 116 61 35 8 21 59 5 127 21 35
split_gain=1.03297 1.25483 1.46564 1.85094 1.49172 1.69611 1.48762 1.66957 1.02996 3.19416 2.91685 2.56058 2.9813 2.48473 2.86634 4.99462 3.97089 2.39367 2.65349 2.95001 2.5749 2.4338 2.33285 2.74944 2.29419 2.27316 2.15366 2.1514 2.07778 2.06544
threshold=2.7999999523162846 6.8500001430511483 0.54515960812568676 -0.97902578115463246 -0.6583818495273589 1020.4500122070314 0.22500000149011615 15.184999942779543 317.41857910156256 0.061046212911605842 0.97988739609718334 -0.62249094247817982 10.405000209808351 0.28846465051174169 0.7749999761581422 -0.9099266231060027 -0.74402859807014454 345.50000000000006 1.0950000286102297 1017.8500061035157 0.59480014443397533 0.44706968963146215 12.050000190734865 16.44999980926514 6.7149999141693124 201.2612228393555 2.3500000238418584 -0.76037701964378346 5.0750000476837167 15.949999809265138
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 7 -2 -3 10 -10 13 17 14 15 -11 -17 20 19 -19 28 25 -12 -24 26 27 -16 -22 -13 -27
right_child=1 8 3 4 -6 -7 -8 -9 9 11 22 12 -14 -15 24 16 -18 18 -20 -21 21 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0073376641763992431 0.0071609796997268455 9.5706363287007876e-06 0.014317266341476216 -0.0019988339466296815 -0.0083307404828933517 0.014427849269387397 0.0008891041636013904 0.025366971492767332 -0.00015152350612992926 -0.0064173414371907714 2.2411125468378609e-05 -0.0077769841146073304 -0.00032716376605708609 0.00039877014155887693 -0.0137807939775909 0.0082661481186126675 0.036218063954125954 0.026426100842654704 -0.0001828505583627011 0.0033471000680906911 -0.013139024504688474 -0.00088009323739658652 0.0014488500014717084 0.015514368410222232 0.01218898732243388 -0.0031153710027418745 0.0047294018076696163 -0.0050819078952060153 0.00063072090728011993 0.0094899313623142065
leaf_weight=48 34 1221486 21 55 51 22 37 20 82118 20 5217 80 5781 750 30 24 27 20 605 45 98 1059 4739 35 33 2133 33 536 902 33
leaf_count=48 34 1221486 21 55 51 22 37 20 82118 20 5217 80 5781 750 30 24 27 20 605 45 98 1059 4739 35 33 2133 33 536 902 33
internal_value=-2.9193e-06 -2.65379e-06 0.00361242 0.00055887 -0.00169837 0.0026945 0.00861219 0.0139039 -3.3082e-06 -0.00015411 -5.33801e-05 -0.00091405 -0.0011204 0.00162692 0.00714258 0.0147596 0.0230642 -0.00195249 0.000848533 0.0104483 -0.00234016 -0.00292186 0.00075328 0.00155197 0.0015092 -0.00369409 -0.00408498 -0.00632733 -5.42245e-05 -0.00292332
internal_weight=1.32609e+06 1.32604e+06 240 149 128 77 91 54 1.3258e+06 104318 92109 12209 11292 917 167 71 51 5511 670 65 4841 3859 9991 4774 96 2800 63 634 982 2166
internal_count=1326092 1326044 240 149 128 77 91 54 1325804 104318 92109 12209 11292 917 167 71 51 5511 670 65 4841 3859 9991 4774 96 2800 63 634 982 2166
is_linear=0
shrinkage=0.05


Tree=391
num_leaves=31
num_cat=0
split_feature=81 120 55 61 125 53 103 96 86 65 65 37 127 67 59 60 85 84 57 57 114 88 23 65 94 89 106 106 62 14
split_gain=0.862681 2.87048 3.78828 2.67903 2.49226 2.69311 2.437 2.38945 2.22216 3.47401 4.37384 4.18533 3.66401 4.54718 3.63939 3.72564 3.60467 3.33818 3.28209 3.11401 3.01037 2.88952 2.56053 2.98715 2.5302 2.50159 2.4299 2.74181 3.08736 2.48344
threshold=317.41857910156256 0.14780378341674807 0.46500000357627874 0.4690804928541184 0.97988739609718334 1.5850000381469729 -0.80121830105781544 -0.5227297544479369 0.85957264900207531 4.8949999809265146 6.5750000476837167 12.750000000000002 0.95878320932388317 0.64499998092651378 317.36572265625006 0.25832678377628332 0.77138575911521923 0.82227185368537914 222.73175048828128 256.16021728515631 -0.39873388409614557 0.6582903563976289 5.2950000762939462 0.45499999821186071 -0.1901656165719032 0.61425825953483593 -0.60576912760734547 -0.79078432917594899 0.30296604335308081 1.2849999666213991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 8 -7 -4 9 12 11 20 18 17 -15 -16 -12 -14 -6 -13 -11 24 23 -19 -18 -26 27 -20 -29 -28
right_child=1 2 7 -5 5 6 -8 -9 -10 10 16 19 13 14 15 -17 21 22 26 -21 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=9.0220587589171242e-06 -0.00014919235797269378 -0.0048251723607904504 -0.00030558524685321911 0.0017432129491160419 -0.0072303356400432554 0.011729572618126193 -7.6758830993801751e-05 -0.0028294601205741108 0.00057476185310294887 0.0013594197920922724 0.023021206923800969 0.012788822312421842 0.02213518633982357 0.00021012932743552494 -0.0034239210113883021 0.02046615526159393 -0.0042950633225700583 -0.0022956824311139911 -0.0091373989601498066 0.036618910441533307 0.02128356666519092 0.015053738661938244 -0.005713370911055996 0.021216382288507054 0.0046603395321742104 -0.011049805098661672 -0.00926040380507402 0.020181907889119156 0.0026280704699456693 0.0018119722935438589
leaf_weight=1221588 83161 914 7961 187 191 44 6596 1063 2503 70 23 29 49 545 25 47 128 22 23 26 26 45 31 35 412 27 80 43 60 138
leaf_count=1221588 83161 914 7961 187 191 44 6596 1063 2503 70 23 29 49 545 25 47 128 22 23 26 26 45 31 35 412 27 80 43 60 138
internal_value=-2.77333e-06 -0.000140654 -0.000940712 -0.00370956 -5.48239e-05 0.000644746 1.4759e-06 -0.00060289 0.00157776 0.00278763 0.00540757 0.0130563 0.00119006 0.00343556 0.00160589 0.012171 0.00358874 0.0116758 -0.00197463 0.024054 0.00675554 0.00285844 0.00585175 0.0121416 0.00189056 0.00369411 0.000943506 0.006471 0.00995637 -0.00225128
internal_weight=1.32609e+06 104504 10125 1101 94379 11218 6640 9024 4578 2075 786 151 1289 754 617 72 635 137 535 55 96 612 88 57 567 439 344 126 103 218
internal_count=1326092 104504 10125 1101 94379 11218 6640 9024 4578 2075 786 151 1289 754 617 72 635 137 535 55 96 612 88 57 567 439 344 126 103 218
is_linear=0
shrinkage=0.05


Tree=392
num_leaves=31
num_cat=0
split_feature=17 38 55 55 94 69 81 27 100 81 32 64 40 53 29 79 10 71 0 80 115 87 38 94 88 70 65 88 72 102
split_gain=0.932412 1.13972 1.55158 2.99588 2.67447 1.96815 1.1609 1.05224 0.93597 0.842371 2.782 3.24206 2.88773 2.59504 2.84482 4.68542 3.31892 4.23216 4.22821 4.4281 3.21251 2.50531 2.44671 2.32601 2.22967 2.405 2.14403 2.33351 2.79953 2.39024
threshold=2.7999999523162846 6.8500001430511483 0.14500000327825549 1.2450000047683718 0.72638970613479625 296.76725769042974 316.86778259277349 327.50000000000006 0.47788873314857488 317.41857910156256 10.949999809265138 8.8450002670288104 10.650000095367433 0.22500000149011615 1015.3500061035157 13.404999732971193 6.3500001430511483 256.53048706054693 338.50000000000006 312.79136657714849 -0.41467745602130884 0.86496862769126903 9.6500000953674334 0.72638970613479625 -0.3178799152374267 300.78744506835943 19.904999732971195 -0.98184520006179798 0.68119606375694286 0.74460133910179149
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 4 5 -4 -2 -7 -1 -3 11 12 21 14 15 -12 17 -16 19 -19 -20 -11 -18 -23 -21 -26 27 28 29 -17
right_child=1 9 3 -5 -6 7 -8 -9 -10 10 13 -13 -14 -15 16 26 22 18 20 24 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.013953242062901192 0.006353841625875158 8.6410016184394022e-06 0.019953007980560267 -0.0038916072961396628 0.02607736411349227 -0.0041255788892627723 -0.005465153289130993 0.0098195210642491784 1.077769168963035e-05 -0.00054150397841225197 -0.0057874607649383136 -5.5185118064470006e-05 -0.014513532035961386 -5.6308185899242211e-05 -0.0097333661443553873 0.0079631107737836628 0.011433391241436885 0.028632540814578535 0.030480560439785843 -0.0010900054313242435 0.0085931557804966967 -0.0015918481108699502 0.0010040716601603587 -0.0046093563083331604 0.024211642831902615 0.0045459503343082824 -0.00629520819337298 0.0013292192204498792 0.002057671724263568 0.031597573402686978
leaf_weight=24 31 1221486 21 46 24 31 63 24 24 5951 272 11437 41 79731 30 23 61 20 38 100 30 3816 720 767 22 53 83 1046 57 20
leaf_count=24 31 1221486 21 46 24 31 63 24 24 5951 272 11437 41 79731 30 23 61 20 38 100 30 3816 720 767 22 53 83 1046 57 20
internal_value=-2.63466e-06 -2.38242e-06 0.0034429 0.00666871 0.0115265 0.00693143 -0.0015674 0.00195956 -0.00697123 -3.00609e-06 -0.000139385 -0.000638677 -0.00126973 -5.85353e-06 0.0015564 0.000150608 0.0035211 0.00805903 0.0100886 0.00634483 0.0208244 -0.00121818 0.00181865 -0.00209685 0.00379766 0.0103146 0.00146481 0.00202684 0.0093239 0.0189559
internal_weight=1.32609e+06 1.32604e+06 240 146 100 76 94 55 48 1.3258e+06 104318 22012 10575 82306 2575 1501 1074 293 263 195 68 10534 781 4583 175 75 1229 1146 100 43
internal_count=1326092 1326044 240 146 100 76 94 55 48 1325804 104318 22012 10575 82306 2575 1501 1074 293 263 195 68 10534 781 4583 175 75 1229 1146 100 43
is_linear=0
shrinkage=0.05


Tree=393
num_leaves=31
num_cat=0
split_feature=90 33 88 91 88 69 81 78 10 125 67 65 10 112 111 27 30 28 105 80 17 97 0 61 55 11 60 94 97 18
split_gain=1.01394 3.28745 2.15724 2.2424 2.08118 1.94881 2.46051 3.23463 2.77978 2.56066 2.47328 3.15788 3.49287 3.25529 2.54601 3.35255 2.95817 2.41962 2.3951 3.47899 3.76587 3.03705 2.9703 3.8813 3.69699 4.07931 2.90751 3.70372 2.81284 3.94668
threshold=0.53193446993827831 10.250000000000002 -0.1988841891288757 -0.94755291938781727 -0.3178799152374267 325.87423706054693 317.66955566406256 14.00500011444092 16.650000572204593 0.62249094247818004 13.375000000000002 1.7649999856948855 5.5499999523162851 -0.39873388409614557 0.77313217520713817 334.50000000000006 1017.0499877929689 1014.2500000000001 -0.79444560408592213 319.68914794921881 8.0099999904632586 -0.99938911199569691 158.50000000000003 0.26477140188217169 2.1049998998641972 3.4500000476837163 0.30130873620510107 -0.53726246953010548 -0.99273416399955738 8.0099999904632586
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 18 9 -8 10 -7 11 -9 13 -13 -14 -16 17 -17 19 22 -21 -20 23 24 25 -3 -27 -28 29 -25
right_child=1 5 3 -5 -6 6 7 8 -10 -11 -12 12 14 -15 15 16 -18 -19 21 20 -22 -23 -24 28 -26 26 27 -29 -30 -31
leaf_value=1.3037188499656235e-06 -0.0028560475335198208 0.0026203635318707381 0.0024331230314840612 -0.011173864923442571 0.011936627127230169 0.0011933068957878277 -0.0059864114128802453 -0.0028907862723766206 -0.0098713067587374199 0.016967286408509849 -0.00096478859158331896 0.0079566728058752829 0.021835219591263347 0.031858113235128778 -0.0035712999014538673 0.011598806069164046 0.024849070318043232 -0.0066945379134267574 0.0093624392577277681 0.030414208220317963 0.00074829198420047762 -0.0014440819426841328 -0.00054539019878760409 0.02350277008372359 -0.0053968091348300133 0.027086766407478091 0.024294529017060997 -0.0061345793306827549 5.2727145854103045e-05 0.0018816005198224899
leaf_weight=1316115 486 63 38 149 25 50 133 75 41 53 188 29 22 28 84 51 25 28 66 20 23 4361 2988 32 36 51 20 20 730 62
leaf_count=1316115 486 63 38 149 25 50 133 75 41 53 188 29 22 28 84 51 25 28 66 20 23 4361 2988 32 36 51 20 20 730 62
internal_value=-2.50293e-06 -0.000504657 -0.00381385 -0.00840881 -0.00213234 -0.000255727 0.00209207 0.00103604 0.00267174 0.00931001 0.00364205 0.00617446 0.00872088 0.0196977 0.00574145 0.00385814 0.00985883 0.00511509 -0.000479366 0.000400131 0.0145464 -0.00128297 0.000248135 0.00258645 0.00902854 0.0124007 0.0191717 0.00907997 0.00110102 0.009242
internal_weight=1.32609e+06 9977 698 187 511 9279 807 704 571 103 530 342 267 57 210 188 104 79 8472 4045 43 4427 4002 1014 190 154 91 40 824 94
internal_count=1326092 9977 698 187 511 9279 807 704 571 103 530 342 267 57 210 188 104 79 8472 4045 43 4427 4002 1014 190 154 91 40 824 94
is_linear=0
shrinkage=0.05


Tree=394
num_leaves=31
num_cat=0
split_feature=90 33 107 91 56 63 52 124 52 27 127 12 30 17 127 61 89 74 23 123 93 71 99 35 25 55 80 61 86 62
split_gain=0.915083 2.96693 2.06593 2.52771 3.0384 2.66347 2.07517 1.98042 2.62356 2.183 1.89033 2.48927 2.95091 3.08671 2.77481 2.34408 3.30688 2.89291 2.29759 2.16644 1.9353 1.93153 2.75006 3.86151 2.04219 2.79464 2.76463 1.94792 1.93539 3.09676
threshold=0.53193446993827831 10.250000000000002 -0.95579051971435536 -0.94755291938781727 213.0426940917969 0.28286300599575048 3.2749999761581425 0.93038213253021251 0.86500000953674328 325.50000000000006 -0.58068084716796864 1.3149999976158144 1019.8500061035157 11.775000095367433 -0.98321744799613942 0.25425215065479284 -0.91080990433692921 0.68592622876167308 4.0250000953674325 -0.68832838535308827 -0.96947363018989552 309.73654174804693 -0.90716534852981556 12.949999809265138 256.50000000000006 1.435000002384186 260.87969970703131 0.30814056098461157 0.83026716113090526 0.20258022844791415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -4 -5 9 -9 -6 11 12 13 14 -3 16 -13 -18 -12 -17 -21 22 28 -24 -25 26 -26 -28 29 -16
right_child=1 10 3 4 7 -7 -8 8 -10 -11 18 15 -14 -15 21 19 17 -19 -20 20 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=1.2385327826502865e-06 -0.014512229058891535 -0.0031751042653922926 0.014897701110956924 -0.011974334829949604 -0.0014976045176467202 -0.00093836663523688918 0.0023774937447160484 0.013762945411283346 -0.0046314991182751127 -0.013196016361936928 -0.0092372860759496692 0.019598894548447182 -0.007059885879031948 -0.0011187268038546402 -0.0083674060358178062 0.012947172653816997 -0.0070582735298488006 0.011869025595528498 -0.00044466770595013975 0.0043155449756534037 -0.0050383464569810381 -0.00444649879947096 0.02960443066793584 0.0021132786484325634 0.022018438319747265 0.028853469327092169 0.012343610506504774 -0.0094597156425671926 -0.00043984436585257458 0.012665749496026408
leaf_weight=1316115 41 64 35 157 197 110 30 42 36 50 75 30 61 182 21 21 52 33 7935 66 341 29 31 51 26 25 20 21 90 105
leaf_count=1316115 41 64 35 157 197 110 30 42 36 50 75 30 61 182 21 21 52 33 7935 66 341 29 31 51 26 25 20 21 90 105
internal_value=-2.37778e-06 -0.000479424 -0.00362316 -0.00294363 -0.00459407 0.00288413 -0.0096719 -0.00167237 0.0052732 -0.0038657 -0.000242941 0.00155003 0.0034652 0.00443066 0.00652173 -0.00101058 0.00532708 0.000289972 -0.000526996 -0.00271346 -0.0035215 0.00800287 0.00892859 0.0136066 0.0101385 0.0145873 0.00926414 0.00117605 0.0051602 0.00916022
internal_weight=1.32609e+06 9977 698 657 512 145 187 325 78 247 9279 1269 726 665 483 543 115 85 8010 428 407 419 390 174 143 92 67 41 216 126
internal_count=1326092 9977 698 657 512 145 187 325 78 247 9279 1269 726 665 483 543 115 85 8010 428 407 419 390 174 143 92 67 41 216 126
is_linear=0
shrinkage=0.05


Tree=395
num_leaves=31
num_cat=1
split_feature=95 31 64 117 106 82 73 55 54 55 8 71 79 99 121 86 74 31 16 113 87 55 31 124 103 126 136 3 19 103
split_gain=1.19425 3.02881 2.71737 2.97842 2.52796 2.52784 4.02264 3.26689 2.43812 2.61556 2.35721 2.29128 2.27239 3.42465 2.90904 2.46299 2.26909 2.25915 2.19748 2.30774 2.16087 2.13719 2.1249 2.07413 2.0453 2.17203 2.1586 3.04598 3.83262 3.18837
threshold=-0.95196014642715443 1020.6499938964845 11.375000000000002 0.71322327852249157 -0.50227463245391835 327.44004821777349 0.86754432320594799 1.825000047683716 0.10500000044703485 4.4849998950958261 16.44999980926514 305.95788574218756 34.405000686645515 -0.44199112057685846 -0.49240480363368982 0.89392831921577465 0.81628024578094494 1012.2500000000001 3.9249999523162846 -0.8338540494441985 0.85634666681289684 0.34499999880790716 1012.3500061035157 0.94828754663467418 0.82833614945411693 0.87032255530357372 0 69.500000000000014 7.4149999618530282 0.42325638234615331
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=1 2 3 10 21 -4 7 23 9 -5 18 -11 -10 14 15 -14 22 -18 19 -1 -6 -3 -9 -7 25 -20 27 29 -29 -27
right_child=-2 4 5 8 20 6 -8 16 12 11 -12 -13 13 -15 -16 -17 17 -19 24 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00046917714178562169 1.0112601838788271e-05 -0.010547510976761171 -0.0012618961003440022 -0.0054206792185932662 0.004774248224531371 0.030281436824324454 -0.0069272210936133678 -0.0098052534342155263 0.00075428083740071319 0.012790208410971414 -0.0066707908374623263 -0.0075194807013585462 0.01673575668828562 0.0236931263745646 -0.0021473280644695304 0.00060699290096214635 0.025010175652624596 0.0034764627283760188 -9.0613187874496757e-05 0.023550319764763118 -0.0082021295583169715 -0.002297349979771188 0.0054061536552737766 0.0085698593577200732 0.0036319376755689931 0.015926035337047829 -0.0012847420716241278 0.018591928820718417 -0.0037273409188891687 -0.0016802216507494452
leaf_weight=20 1252884 82 6742 285 206 22 65 38 10035 41 140 21 56 24 103 41 21 29 46528 20 38 1838 58 22 349 72 5987 22 153 40
leaf_count=20 1252884 82 6742 285 206 22 65 38 10035 41 140 21 56 24 103 41 21 29 46528 20 38 1838 58 22 349 72 5987 22 153 40
internal_value=-1.34902e-06 -0.000197799 -0.000141584 -3.92078e-05 -0.00204049 -0.00107707 0.0038096 0.00748272 0.000726037 -0.00339598 -0.000191393 0.00591112 0.00086546 0.0058462 0.00370457 0.00991844 0.00388348 0.0125206 -0.000174339 0.0115406 0.00275334 -0.0026497 -0.000615028 0.0194256 -0.000183155 -0.000208372 -0.00108167 0.0030916 -0.00092149 0.00963809
internal_weight=1.32598e+06 73098 70934 63937 2164 6997 255 190 10606 347 53331 62 10259 224 200 97 146 50 53191 40 244 1920 96 44 53151 52802 6274 287 175 112
internal_count=1325982 73098 70934 63937 2164 6997 255 190 10606 347 53331 62 10259 224 200 97 146 50 53191 40 244 1920 96 44 53151 52802 6274 287 175 112
cat_boundaries=0 1
cat_threshold=16
is_linear=0
shrinkage=0.05


Tree=396
num_leaves=31
num_cat=0
split_feature=81 30 58 24 123 64 70 8 40 41 21 6 54 6 9 31 24 99 25 14 63 28 93 52 11 107 54 32 12 60
split_gain=1.15169 2.49809 2.02277 1.90049 1.88504 2.10286 1.87315 4.30804 2.2198 5.15545 3.46196 3.14962 3.12198 2.66219 4.13692 2.47807 2.61464 2.31098 2.23277 2.1755 2.1568 3.31676 3.32029 2.80195 2.79606 2.69013 4.12853 3.12017 2.94019 2.39534
threshold=351.35958862304693 1012.4500122070314 1.0000000180025095e-35 352.50000000000006 -0.43049471080303187 10.315000057220461 330.29559326171881 19.050000190734867 10.84999990463257 11.550000190734865 5.305000066757203 3.4500000476837163 1.2549999952316286 5.9500000476837167 9.4499998092651385 1012.1499938964845 341.50000000000006 -0.44199112057685846 313.50000000000006 2.1350001096725468 0.33447493612766271 1017.2500000000001 -0.99897336959838856 0.2650000005960465 11.050000190734865 -0.21693019568920133 1.2150000333786013 12.150000095367433 2.0049999952316289 0.25457960367202764
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 5 -4 -1 8 20 12 -11 18 13 -10 17 16 -13 -15 -12 -20 21 22 -8 -24 -23 26 27 -26 -28 -25
right_child=1 2 4 -5 -6 -7 7 -9 9 10 11 15 -14 14 -16 -17 -18 -19 19 -21 -22 24 23 29 25 -27 28 -29 -30 -31
leaf_value=-4.1708884204933358e-06 -0.0022660291977045096 0.0044771171823543105 0.0012507412165743174 -0.0095166637597227464 -0.0011994056647646261 0.015157348559134538 -0.015112256877781713 0.013334359059374391 0.023581600746020993 0.014480118859897962 -0.006991753067821265 0.013432013908308803 0.0036719893970089119 0.010694799013435841 0.02122695844469441 -0.0092373870266909824 -0.0088784999543956179 -0.011524779949337245 0.017975010038476045 -0.0020777541656224504 -0.00029405801863834047 0.002055001742656938 0.0052478389270692967 -0.0028238703914553504 0.012377197954744575 0.0020793874284073571 -0.010786660142242908 0.031549563404405491 0.0098356033288707432 0.00087663360693609734
leaf_weight=1313615 282 196 111 133 2111 36 34 67 47 33 25 29 162 22 37 151 24 25 38 21 4880 722 292 557 63 121 25 32 56 2035
leaf_count=1313615 282 196 111 133 2111 36 34 67 47 33 25 29 162 22 37 151 24 25 38 21 4880 722 292 557 63 121 25 32 56 2035
internal_value=-1.28206e-06 -0.00100198 -0.000395246 -0.00458973 -0.000818179 0.00465644 8.87819e-07 0.000700529 0.000610776 0.00351763 -0.000859606 -0.00261728 0.00831318 0.0140527 0.00872099 -0.00597255 0.00332914 -0.00112413 0.00553123 0.0108376 0.000408347 0.00127899 0.000421387 0.000604515 0.00373483 0.00781846 0.0117641 0.0188353 0.00347071 8.1425e-05
internal_weight=1.32598e+06 2869 2454 415 2258 147 1.32311e+06 9498 9431 614 321 288 293 131 84 204 53 47 84 59 8817 3937 2918 2884 1019 297 176 95 81 2592
internal_count=1325982 2869 2454 415 2258 147 1323113 9498 9431 614 321 288 293 131 84 204 53 47 84 59 8817 3937 2918 2884 1019 297 176 95 81 2592
is_linear=0
shrinkage=0.05


Tree=397
num_leaves=31
num_cat=1
split_feature=94 54 136 19 120 87 71 98 11 89 22 102 11 79 113 14 65 34 54 24 3 100 70 14 108 121 122 100 79 65
split_gain=1.08018 3.02919 3.40323 3.25769 2.57738 3.18053 2.60994 2.15732 2.44393 3.02637 2.98428 2.96449 2.92808 2.93492 2.87371 2.71115 2.66772 2.85267 2.59151 2.42723 2.3503 2.37054 2.23843 2.28436 2.38856 2.13629 2.28424 2.87793 3.12345 2.84225
threshold=-0.96435937285423268 2.2749999761581425 0 5.7200000286102304 -0.9366365075111388 0.858678698539734 314.49522399902349 -0.97985160350799549 3.9500000476837163 0.069490160793066039 5.3150000572204599 1.0000000180025095e-35 9.6500000953674334 15.125000000000002 -0.99809679388999928 1.8450000286102297 5.9149999618530282 12.050000190734865 1.575000047683716 251.50000000000003 314.50000000000006 -0.42683908343315119 259.25286865234381 0.63499999046325695 -0.31140716373920435 -0.53727915883064259 -0.43049471080303187 0.26149287819862371 5.3250000476837167 2.0449999570846562
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 8 9 22 15 12 13 14 -12 20 25 -18 -19 -16 21 -10 -6 -24 -25 26 27 28 -13 -30
right_child=-2 -3 4 -5 7 -7 -8 -9 10 -11 11 16 -14 -15 19 -17 17 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.005959935664772039 8.8135713212237779e-06 5.9020493382290543e-05 -0.0039825133779479377 0.00022000495283078757 0.015083862310680358 0.00058536552154198605 0.010015890228233355 -0.0010080207329679455 0.0054114430645435582 -0.0084922936956326554 0.020654166866477364 -0.0070025706343585627 -0.00260528772559068 0.021917397390481916 0.013847965725984138 -0.011882120227136722 -0.0067155573912896218 0.025751898367086364 0.0046139572217161291 0.0029158819474983393 0.0036289154264118732 -0.0052353161200783182 -0.012872721093731956 0.011441207503611666 -0.00081143295871967847 -0.0034549277561875566 0.013780285413598731 -0.0077761757615653253 0.024553506010798393 0.0037604047916829589
leaf_weight=262 1263547 39733 1612 4374 23 590 34 13257 67 130 34 32 73 36 65 52 20 29 29 232 252 238 37 42 751 258 42 62 27 42
leaf_count=262 1263547 39733 1612 4374 23 590 34 13257 67 130 34 32 73 36 65 52 20 29 29 232 252 238 37 42 751 258 42 62 27 42
internal_value=-1.21795e-06 -0.000204234 -0.000664981 0.000543221 -0.000974785 -0.00256436 -0.00369336 -0.000750872 0.000574047 -0.00138577 0.00178568 0.00349242 0.00654019 0.00835932 0.00688473 -0.000963583 0.00101363 0.00956793 0.0151829 0.00530843 5.57417e-05 -0.00289652 -0.000302717 -0.000729092 -0.000162491 -0.000427479 0.00338268 0.000703537 0.0059089 0.0118968
internal_weight=1.32598e+06 62435 22702 4636 18066 2236 1646 15830 2573 983 1590 981 440 367 331 609 541 78 58 297 557 305 853 830 793 463 205 163 101 69
internal_count=1325982 62435 22702 4636 18066 2236 1646 15830 2573 983 1590 981 440 367 331 609 541 78 58 297 557 305 853 830 793 463 205 163 101 69
cat_boundaries=0 1
cat_threshold=68
is_linear=0
shrinkage=0.05


Tree=398
num_leaves=31
num_cat=1
split_feature=95 31 16 113 134 64 117 54 5 91 54 110 23 106 82 73 55 63 11 90 67 99 57 4 61 65 12 102 0 136
split_gain=1.05603 2.74156 2.49613 2.65627 2.56457 2.32567 2.86741 2.51783 3.36215 2.64104 2.9211 2.50733 2.83086 2.27199 2.23312 3.6122 2.92014 2.35998 2.44032 2.65578 2.20669 2.47044 2.43295 2.14701 2.32869 2.11887 2.115 2.07841 2.23038 2.07589
threshold=-0.95196014642715443 1020.6499938964845 3.9249999523162846 -0.72534674406051625 1017.3500061035157 11.375000000000002 0.71322327852249157 0.34499999880790716 1.0500000119209292 -0.15684342384338376 0.10500000044703485 0.98272916674613964 5.9849998950958261 -0.50227463245391835 327.44004821777349 0.86754432320594799 1.825000047683716 0.26156884431838995 6.5499999523162851 -0.60253581404685963 0.6850000023841859 -0.97095492482185353 167.5093688964844 13.550000190734865 0.412415161728859 9.8450002670288104 2.995000004768372 0.82002714276313793 325.50000000000006 0
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=1 2 3 -1 5 6 23 8 9 -8 -11 26 -13 -3 17 16 -16 18 19 -7 -10 22 -22 -4 -25 -20 29 -18 -29 -9
right_child=-2 13 4 -5 -6 14 7 11 20 10 -12 12 -14 -15 15 -17 27 -19 25 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00073273647576570515 9.6208889299056481e-06 -0.0025165698169591147 -0.00015349172656254164 0.022555085686966778 -0.0036977203889015349 -0.0031488789551967415 -0.0059537539491429925 0.0013369295219038194 -0.012159407634206934 0.0027874337323009969 0.029811032721772792 0.02443070224641512 0.0021352929621934894 0.0026056286605498679 0.018379774554209274 -0.0065665865490714516 -0.002882421970593207 -0.00088744484433327185 0.010443195622065105 -0.014944694015467842 0.020777235925197604 -0.0039630266635105934 0.00055378817728367346 -0.0099545023005200729 0.0060515526013753922 -0.0031050180831225221 0.010072001835121023 0.0026373558009508999 0.01988217351337274 -0.00019517486362749081
leaf_weight=24 1252884 1920 52809 25 503 98 20 6389 66 20 20 24 35 244 44 65 66 6159 32 93 20 413 58 105 29 294 62 50 30 3381
leaf_count=24 1252884 1920 52809 25 503 98 20 6389 66 20 20 24 35 244 44 65 66 6159 32 93 20 413 58 105 29 294 62 50 30 3381
internal_value=-1.15706e-06 -0.000185889 -0.000132406 0.0111488 -0.000140204 -0.000114779 -1.97862e-05 0.00073468 -0.00236417 0.00888157 0.0162992 0.000927986 0.0112046 -0.00193902 -0.000984409 0.00360775 0.00708844 -0.00115981 -0.00440453 -0.00889239 -0.00357556 -0.00242172 0.00573929 -0.000169531 -0.00649051 -0.00177513 0.000866318 0.00368557 0.00910416 0.000807899
internal_weight=1.32598e+06 73098 70934 49 70885 70382 63451 10508 617 60 40 9891 59 2164 6931 255 190 6676 517 191 557 491 78 52943 134 326 9832 146 80 9770
internal_count=1325982 73098 70934 49 70885 70382 63451 10508 617 60 40 9891 59 2164 6931 255 190 6676 517 191 557 491 78 52943 134 326 9832 146 80 9770
cat_boundaries=0 1
cat_threshold=870
is_linear=0
shrinkage=0.05


Tree=399
num_leaves=31
num_cat=0
split_feature=81 30 58 58 16 24 123 123 35 87 116 19 53 102 21 75 24 72 20 99 75 52 63 35 95 78 91 7 90 31
split_gain=1.04463 2.25247 1.83035 1.75736 2.65538 1.71399 1.65964 3.0017 1.6961 1.36928 2.34741 1.56453 1.38346 3.03188 2.38401 3.56839 1.52528 1.80425 2.18815 2.82878 1.5249 2.03503 1.50593 1.32996 1.22981 1.36094 1.4861 1.46343 1.36211 1.21713
threshold=351.35958862304693 1012.4500122070314 1.0000000180025095e-35 25.674815177917484 9.5450000762939471 352.50000000000006 -0.46173103153705591 -0.67556449770927418 11.949999809265138 0.79506084322929393 0.98624804615974437 10.405000209808351 0.30500000715255743 0.72366330027580272 5.8550000190734872 0.48296254873275762 314.50000000000006 0.43937219679355627 5.1349999904632577 -0.50358343124389637 0.79120486974716198 0.2650000005960465 0.23229966312646869 14.150000095367433 0.63053822517395031 34.864999771118171 -0.92538169026374806 7.2500000000000009 -0.47288562357425684 1017.1499938964845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 23 7 -5 -9 10 -8 -12 13 -11 16 -16 29 18 -18 -20 22 -22 -15 -2 25 26 -17 -27 -29 -14
right_child=1 2 3 6 -6 -7 9 8 -10 12 11 -13 14 20 15 24 17 -19 19 -21 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=9.677938559506468e-07 -0.0033609379881128403 0.0042568084972730022 -0.010678648669213267 -0.0019842349237296731 0.004608629401627695 -0.0090399136199594884 0.00014058682312769052 0.005018582687747161 0.023451277778412289 0.016337195778209152 0.019246605465499066 0.0032294685982408064 0.01098302918195259 0.0036778083447164761 0.014300822070799768 0.0029656552256201395 -0.01206397380679846 -0.010399491620130924 0.014806114898916957 -0.0091206894088481077 -3.9537438847632575e-05 0.016475924519965282 -0.008851932778667946 0.0076163689928850338 -6.9102000646951829e-05 -0.020282723593779587 -0.0045313424255567581 0.0010257617059525931 -0.013993014853734238 -0.0030486918039113174
leaf_weight=1323113 251 196 98 60 40 133 244 24 26 33 30 31 20 38 38 100 30 172 30 21 66 26 65 31 719 22 195 36 26 68
leaf_count=1323113 251 196 98 60 40 133 244 24 26 33 30 31 20 38 38 100 30 172 30 21 66 26 65 31 719 22 195 36 26 68
internal_value=-1.09877e-06 -0.000954149 -0.000378019 -0.000780333 -0.00624755 -0.00436096 -0.000424448 0.00555568 0.0146036 -0.000751719 0.00233382 0.0111067 -0.00130368 0.00232137 -0.00186327 -0.000762685 -0.00552972 -0.00750191 -0.00134902 0.0049539 -5.05351e-05 0.00462788 -0.00422931 -0.00215421 -0.00128401 -0.00358881 -0.00198999 -0.0092037 -0.00527243 0.000140336
internal_weight=1.32598e+06 2869 2454 2258 138 415 2120 110 50 2010 305 61 1705 228 1477 1136 341 253 81 51 195 92 103 282 1098 379 295 84 62 88
internal_count=1325982 2869 2454 2258 138 415 2120 110 50 2010 305 61 1705 228 1477 1136 341 253 81 51 195 92 103 282 1098 379 295 84 62 88
is_linear=0
shrinkage=0.05


Tree=400
num_leaves=31
num_cat=1
split_feature=19 64 27 60 77 87 65 52 70 23 93 123 8 1 116 72 87 22 74 71 125 136 112 75 76 78 65 108 105 23
split_gain=1.209 3.52023 3.19196 3.49327 2.83959 2.83493 2.77502 3.91142 2.73346 2.71118 2.61777 2.68779 2.61621 5.28104 2.55881 4.89795 3.38932 2.59032 2.56434 2.50932 2.8793 2.4923 2.44024 2.38923 2.56318 2.60534 3.14492 2.77052 2.49105 2.38197
threshold=7.4149999618530282 1.6349999904632571 328.50000000000006 0.42082728445529943 36.43499946594239 0.8574664592742921 9.9849996566772479 0.97500002384185802 291.83787536621099 4.7850000858306894 0.94885852932930004 -0.13052122294902799 7.2500000000000009 335.50000000000006 0.8038262426853181 0.63545686006546032 0.84172636270523082 5.7950000762939462 0.68355199694633495 320.05072021484381 0.99140709638595592 0 -0.95878320932388295 0.64891961216926586 4.0850000381469735 4.0950000286102304 2.1450001001358037 -0.31140716373920435 -0.99961015582084645 5.5650000572204599
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 4 3 9 23 6 7 8 19 22 14 -12 13 -8 15 29 17 -17 -16 20 -4 -11 -3 24 25 26 27 -1 -26 -10
right_child=-2 2 5 -5 -6 -7 12 -9 10 21 11 -13 -14 -15 18 16 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0037380659810761214 1.3321989735233127e-05 0.00020614823826675097 0.004366288742866581 -0.00013228111909415225 -0.0034423049710031843 -0.00029982062978187543 0.0062965120765424909 -0.00036948761481552439 -0.0094310686514921943 -0.0016225931657277552 0.020513890556538027 -0.0015550418079576711 0.0036073532286738015 0.034751446799121122 0.00027957802133945131 0.020317444710859233 0.029561854175363597 -0.0030965782805449436 -0.013160032860727776 0.025984167574312201 0.02421179832149805 -0.00046296002522422668 -0.0046576837768321794 -0.0011061034296629957 0.0033700848601799244 -0.0013685970549188477 -0.0078011936472021336 -8.7943194032524031e-06 0.00044596203311941427 0.011045158095657827
leaf_weight=496 1160933 353 108 14662 596 3725 63 1260 49 8552 37 22 271 22 168 21 26 27 45 22 22 10158 957 4559 754 3610 129 92768 21398 20
leaf_count=496 1160933 353 108 14662 596 3725 63 1260 49 8552 37 22 271 22 168 21 26 27 45 22 22 10158 957 4559 754 3610 129 92768 21398 20
internal_value=-4.67273e-06 -0.00013136 -0.000535646 -0.000718648 6.48864e-07 0.000538644 0.00196937 0.00118245 0.0046312 -0.00114808 0.00253016 0.0122848 0.00600788 0.0136613 0.000913526 0.00608705 0.0150225 0.00714706 -0.00255978 0.0103676 0.00772476 -0.000994122 -0.00334705 1.72355e-05 6.02157e-05 -5.0604e-05 3.41517e-07 1.11324e-05 0.000545492 -0.00349593
internal_weight=1.32583e+06 164900 40590 34682 124310 5908 2183 1827 567 20020 415 59 356 85 356 143 74 48 213 152 130 18710 1310 123714 119155 97003 93393 93264 22152 69
internal_count=1325833 164900 40590 34682 124310 5908 2183 1827 567 20020 415 59 356 85 356 143 74 48 213 152 130 18710 1310 123714 119155 97003 93393 93264 22152 69
cat_boundaries=0 1
cat_threshold=5568
is_linear=0
shrinkage=0.05


Tree=401
num_leaves=31
num_cat=1
split_feature=81 35 114 95 89 122 29 23 26 60 29 61 23 61 20 93 126 62 78 84 115 91 93 136 59 36 79 79 63 53
split_gain=1.09441 2.82352 2.59307 2.31007 2.75871 2.69098 2.664 2.55251 3.74443 2.28343 2.34637 2.20716 2.14387 2.11345 2.10302 2.25306 2.01589 2.2676 2.82612 2.43334 2.6372 1.9702 2.60177 2.08772 2.28347 1.95352 1.95148 3.06772 4.31944 3.50128
threshold=317.41857910156256 11.250000000000002 -0.36648726463317866 0.0055345497094094762 -0.74552932381629933 -0.59480014443397511 1012.2500000000001 7.7049999237060556 343.50000000000006 0.25457960367202764 1019.2500000000001 0.33378079533576971 5.1549999713897714 0.28288352489471441 6.4249999523162851 0.99539023637771618 -0.026175950653851029 0.3339927345514298 31.454999923706058 0.84659066796302807 -0.41467745602130884 -0.98024743795394886 0.87309211492538463 0 254.54776000976565 15.449999809265138 34.405000686645515 26.105000495910648 0.25840437412261968 2.0149999856948857
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=-1 -2 16 4 5 9 7 -5 -9 11 12 13 25 -4 21 26 17 18 19 20 -3 -6 23 -23 -25 -11 27 28 29 -16
right_child=1 2 3 6 14 -7 -8 8 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=8.8509424633586844e-06 -0.0006139668315929608 -0.00038379423779682338 0.010138312734973927 -0.0014458902086846239 -0.006711724087987263 0.0005332709379137874 0.0022866245903033831 0.02692765400512144 -0.0016163336009614997 0.0008426000053683917 0.018219960533082485 0.0034479658429821336 0.00097290865491000869 0.032145859086886046 0.026228077235000747 -0.014470514148959649 -6.3982470009738525e-05 -0.00046171341301269077 0.014190428009764715 -0.0077761385574976506 -0.0085153596299264115 0.0016533601897920304 0.0036586808356273075 -0.0025876276636761213 0.0099589609597633411 0.021175899204832538 0.010043753878228734 -0.008396205733423626 0.00078722565329565055 0.0029943009660414917
leaf_weight=1221291 25774 464 24 834 166 1276 3312 20 27 21 25 36 331 20 31 23 66049 1922 22 282 127 395 259 1825 37 27 61 83 1035 34
leaf_count=1221291 25774 464 24 834 166 1276 3312 20 27 21 25 36 331 20 31 23 66049 1922 22 282 127 395 259 1825 37 27 61 83 1035 34
internal_value=-4.43988e-06 -0.000159707 -1.10671e-05 0.000745493 9.10027e-05 0.00173738 0.00163662 -0.000806992 0.01053 0.00491186 0.0033836 0.0126295 0.00240495 0.0201417 -0.00064276 0.001036 -0.00011985 -0.00142976 -0.00350862 -0.00395464 -0.00213119 -0.00143582 -0.00108773 -0.0016324 -0.00232582 0.0122801 0.0013227 0.000873009 0.00157241 0.014075
internal_weight=1.32583e+06 104542 78768 9902 5709 1760 4193 881 47 484 404 80 379 44 3949 1267 68866 2817 895 873 591 2682 2516 2257 1862 48 1244 1183 1100 65
internal_count=1325833 104542 78768 9902 5709 1760 4193 881 47 484 404 80 379 44 3949 1267 68866 2817 895 873 591 2682 2516 2257 1862 48 1244 1183 1100 65
cat_boundaries=0 1
cat_threshold=514
is_linear=0
shrinkage=0.05


Tree=402
num_leaves=31
num_cat=0
split_feature=19 64 27 60 87 23 31 65 52 2 7 1 86 27 70 115 0 57 56 71 2 81 76 8 1 93 92 95 66 19
split_gain=1.08658 3.16307 2.87499 3.14943 2.55735 2.50149 3.11442 2.49471 3.53022 2.47917 3.36298 2.80482 3.13408 2.92699 2.47259 2.46306 2.4722 2.45969 2.41908 3.79393 2.65028 2.38493 2.35354 2.35184 4.74568 2.34678 2.47205 3.52587 2.29862 3.15603
threshold=7.4149999618530282 1.6349999904632571 328.50000000000006 0.42082728445529943 0.8574664592742921 4.9049999713897714 1007.9500122070314 9.9849996566772479 0.97500002384185802 348.50000000000006 3.0499999523162846 351.50000000000006 0.86074027419090282 309.50000000000006 291.83787536621099 -0.71322327852249134 356.50000000000006 155.87140655517581 241.68051910400393 309.73654174804693 330.50000000000006 312.53283691406256 9.2150001525878924 7.2500000000000009 335.50000000000006 0.94885852932930004 -0.33272537589073176 0.36445115506649023 2.2050000429153447 5.7200000286102304
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 21 8 14 15 -11 12 13 -12 18 -7 -17 -8 20 -20 -4 -3 -6 24 -9 26 27 -16 29 -28
right_child=-2 2 4 -5 22 9 17 23 -10 10 11 -13 -14 -15 25 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=8.1326750808151399e-07 1.2842153656256027e-05 0.01083423153613694 -0.0051524168618659423 -0.00012446487214488471 -0.0046758380471043463 -0.00050523701364340505 -0.008301088872394757 0.0059749135159931728 -0.00034960727196506466 -0.0053722169991858582 0.0043016962766742866 -0.0026268267113426069 0.0013948840868797049 0.017435482442278855 0.00022673732242905177 -0.0017848201652035105 0.010381671035706643 -0.0025956475689547726 0.0090698046111466479 0.032651422043209491 0.016359686084218662 -0.0036456990788908718 7.5334729627197453e-05 0.0034239888952325905 0.032949022275649685 0.011638835948592021 -0.0081571039263949249 0.019243251612911433 -0.0055190499873452219 0.010983232136124807
leaf_weight=124310 1160933 72 41 14662 282 10274 212 63 1260 108 78 103 142 93 65 7115 42 1734 66 23 22 47 3443 271 22 59 33 39 157 62
leaf_count=124310 1160933 72 41 14662 282 10274 212 63 1260 108 78 103 142 93 65 7115 42 1734 66 23 22 47 3443 271 22 59 33 39 157 62
internal_value=-4.21726e-06 -0.000124319 -0.000507548 -0.000681227 0.000512007 -0.00108898 -0.00273703 0.00187089 0.00112477 -0.000899439 0.0024892 0.00453015 0.00688532 0.0114446 0.00440116 -0.00100131 -0.00171342 -0.00321721 0.00985693 0.0151639 0.00235975 0.00511527 -0.000284351 0.0057 0.0129564 0.00240289 0.000872219 0.00735793 -0.00180442 0.00433448
internal_weight=1.32583e+06 164900 40590 34682 5908 20020 2065 2183 1827 17955 524 416 313 171 567 17431 7157 1946 152 89 63 119 3725 356 85 415 356 104 252 95
internal_count=1325833 164900 40590 34682 5908 20020 2065 2183 1827 17955 524 416 313 171 567 17431 7157 1946 152 89 63 119 3725 356 85 415 356 104 252 95
is_linear=0
shrinkage=0.05


Tree=403
num_leaves=31
num_cat=0
split_feature=94 122 77 32 61 54 125 103 85 16 24 88 55 12 109 64 65 3 66 57 0 60 64 75 12 11 94 80 96 80
split_gain=1.05196 3.32609 2.81808 2.69165 3.1262 2.77951 2.84048 3.12468 2.88508 2.60845 2.87564 3.07399 2.66333 2.76754 5.7446 3.44068 3.14236 2.73622 2.66439 2.68135 2.9982 3.0707 3.00858 2.66256 2.99059 2.54168 2.55198 2.48021 2.46214 3.38846
threshold=-0.1672399044036865 -0.53727915883064259 35.545000076293952 8.5500001907348651 0.43557853996753698 0.064999999478459372 -0.33379416167736048 -0.74446299672126759 0.91602629423141491 12.50999975204468 197.50000000000003 -0.32872042059898371 8.1449999809265154 1.1250000000000002 -0.52114832401275624 3.3349999189376835 0.91500002145767223 224.50000000000003 21.185000419616703 320.32571411132818 4.5000000000000009 0.36132037639617925 21.195000648498539 0.32445523142814642 2.0849999189376835 7.5499999523162851 -0.97973120212554921 249.83571624755862 -0.92514902353286732 254.31852722167972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 6 7 -5 27 12 -11 -12 13 14 16 -16 -3 -18 23 -20 -21 22 -22 24 -15 26 -9 -8 -28 -30
right_child=-2 2 -4 5 -6 -7 8 25 -10 10 11 -13 -14 18 15 -17 17 -19 19 20 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0034763947435337201 -2.7882528443228688e-05 -0.0016875149102607394 -0.0013105992766196176 0.017023549114282315 -0.00013996202737342326 0.00020045123802301873 0.01638678666204214 -0.015075166005155315 -0.0028705912416198236 0.00021681198690264391 -0.00039966554306481556 -0.0017153373463313229 0.00092258303973571313 0.002135954037230253 -2.0979169382275818e-05 0.0017120046131640883 0.0055462144825311277 -0.0022297324399098545 0.00080772273830479477 -0.0061478452619027207 0.007880197478119624 0.0029760698649278355 0.033003308372840719 -0.0002634122546030501 -0.0021172854591029271 -0.0049569230434544226 0.00033842174393333951 0.0043391858806416852 0.0010483979230879673 0.019835760727125621
leaf_weight=1375 1029859 231 4517 26 1057 135935 45 23 136 15324 27296 5302 8949 2198 14966 3542 1036 127 4979 27 22 42 26 66667 509 235 441 843 56 42
leaf_count=1375 1029859 231 4517 26 1057 135935 45 23 136 15324 27296 5302 8949 2198 14966 3542 1036 127 4979 27 22 42 26 66667 509 235 441 843 56 42
internal_value=-4.0064e-06 7.9072e-05 -7.99575e-05 0.000255734 0.00190465 0.000226629 0.00215322 -3.39456e-05 0.00391107 -4.32034e-05 -0.000348098 -0.000613657 9.82119e-05 2.00394e-05 0.000543806 0.000310674 0.00363909 0.00469708 -0.000119936 0.000983537 0.00846541 0.0128494 0.0214885 -0.000200994 0.00133621 -0.000590401 0.00123546 0.00494971 0.00193146 0.00910012
internal_weight=1.32583e+06 295974 155760 140214 2432 137782 1847 823 1024 151243 47922 32598 103321 94372 19902 18508 1394 1163 74470 5096 117 90 48 69374 2707 797 562 888 539 98
internal_count=1325833 295974 155760 140214 2432 137782 1847 823 1024 151243 47922 32598 103321 94372 19902 18508 1394 1163 74470 5096 117 90 48 69374 2707 797 562 888 539 98
is_linear=0
shrinkage=0.05


Tree=404
num_leaves=31
num_cat=1
split_feature=19 64 27 60 77 60 23 60 59 69 55 125 53 75 59 113 88 106 35 136 103 52 58 20 108 114 21 20 75 76
split_gain=0.987105 2.83842 2.60205 2.85441 2.53157 2.34292 2.59103 2.52898 2.41434 2.33536 2.95811 3.06458 4.10176 2.91665 3.3953 2.36756 2.28547 2.96732 2.60098 2.63826 2.54629 2.51626 2.44598 2.27799 2.26728 2.54736 2.25783 2.17655 2.15584 2.27274
threshold=7.4149999618530282 1.6349999904632571 328.50000000000006 0.42082728445529943 36.43499946594239 0.22003787755966189 4.9049999713897714 0.27165152132511144 70.34589004516603 333.27037048339849 1.3350000381469729 0.8140845298767091 2.6149998903274541 0.52576780319213878 202.77302551269534 -0.18222858756780622 -0.5877690017223357 -0.99886861443519581 11.550000190734865 0 0.45469942688941961 4.4249999523162851 175.45672607421878 5.4649999141693124 0.474718987941742 -0.52247866988182057 6.9549999237060556 6.0050001144409189 0.64891961216926586 4.0850000381469735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 28 16 7 -7 -9 24 13 12 -12 14 27 -16 18 -18 -3 21 22 -20 -21 -6 25 -4 -13 -11 29 -1
right_child=-2 2 9 -5 23 6 -8 8 -10 10 11 26 -14 -15 15 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.7605344445817858e-05 1.2453676346002666e-05 -0.0035684342241739235 0.001368869936988248 -0.00011649339544553225 -0.0072772328125927134 -0.0075506674333547172 -0.0010066772190029788 -0.009116263095729972 -0.0016846045760856314 -0.0075438820926303218 0.024440810076892375 -0.0067164096482485586 0.00044976981664677303 0.0032416208176073271 0.029315893391245292 0.0080625110972323468 0.013318843089950247 -0.001060117840890199 -0.00019087972109308328 -0.0018789335464437801 0.0023173104995999447 0.018203689735382795 0.015571134611661356 -0.00087757199266925458 2.8987777599137518e-05 0.016379343346796103 0.010539699556962163 0.014960523262908238 -0.0010511438494407745 0.00051370367771316403
leaf_weight=97003 1160933 121 76 14662 221 260 16290 118 1480 22 25 137 62 160 38 20 37 1185 264 24 98 20 123 375 5280 45 22 21 4559 22152
leaf_count=97003 1160933 121 76 14662 221 260 16290 118 1480 22 25 137 62 160 38 20 37 1185 264 24 98 20 123 375 5280 45 22 21 4559 22152
internal_value=-3.80608e-06 -0.000118278 -0.000481308 -0.000646537 2.58868e-07 -0.00103472 -0.00120845 -0.00297745 -0.00223338 0.000488644 0.00373324 -0.000200686 0.00734375 0.00744107 0.0140937 0.0219871 0.000649418 -0.000624748 0.00304485 0.00455753 0.00822452 0.00106694 0.0127221 -0.0032506 0.00018407 0.00695128 -0.00432877 0.00344664 1.59201e-05 5.67471e-05
internal_weight=1.32583e+06 164900 40590 34682 124310 20020 18148 1858 1598 5908 507 246 87 261 101 58 1872 1222 650 529 245 284 147 596 5401 121 159 43 123714 119155
internal_count=1325833 164900 40590 34682 124310 20020 18148 1858 1598 5908 507 246 87 261 101 58 1872 1222 650 529 245 284 147 596 5401 121 159 43 123714 119155
cat_boundaries=0 1
cat_threshold=2354
is_linear=0
shrinkage=0.05


Tree=405
num_leaves=31
num_cat=0
split_feature=94 95 6 77 14 63 92 68 125 4 37 22 102 79 63 93 15 96 126 55 126 52 113 112 28 119 57 88 13 60
split_gain=1.01173 2.03458 2.24717 2.66374 2.56626 2.7955 2.83439 3.26343 2.63735 2.61475 2.5266 3.34447 2.39371 3.09594 2.31162 2.52415 2.36684 3.4906 3.05485 2.36303 2.10422 2.04797 2.04199 2.48775 2.00928 2.15809 2.03168 1.98007 3.48772 3.03095
threshold=-0.1672399044036865 -0.94517433643341053 14.250000000000002 26.414999961853031 2.5749999284744267 0.46399356424808508 0.86955925822258007 301.02474975585943 0.70088258385658275 5.8500001430511483 13.150000095367433 6.0750000476837167 0.3011807799339295 28.105000495910648 0.22667434811592105 -0.99343416094779957 0.86500000953674328 -0.92245808243751515 -0.095842104405164705 1.6250000000000002 0.74892720580101024 0.2650000005960465 0.53727915883064281 -0.13052122294902799 1021.4500122070314 0.93038213253021251 202.76105499267581 -0.83190724253654469 3.3349999189376835 0.32193282246589666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 3 14 5 6 8 -8 10 -6 11 12 -5 -14 16 19 17 18 -2 -16 -10 -22 23 -17 27 -26 -27 29 -29 -1
right_child=1 -3 -4 4 9 -7 7 -9 20 -11 -12 -13 13 -15 15 22 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.00087237564881895754 0.0074491830112842416 -1.5532984377101136e-05 -0.0082026481658386274 0.023108325470682412 -0.0082256925376324157 -0.007701134092538902 0.00098853267094631118 0.021636817606166009 -0.0081839804282297559 0.00079918088714381872 0.0011428508572862484 0.031938914693892005 -0.0077578675130317958 0.016806481859606245 -0.0094405417998619633 -0.00068683782378554589 -0.0053561027261972427 0.015229028705004101 -0.016563146557503693 -0.0018091542495258365 -0.011945148929953575 0.0046162924975977236 -0.01020297582964068 0.0035447690658950248 -0.00041875607803836912 -0.016272269803601757 -0.0031519914068860199 4.3196553941986612e-05 -0.0024720959822540668 0.00015478044249298353
leaf_weight=18914 26 1021277 101 21 97 46 31 50 57 465 68 20 29 23 153 5913 506 37 27 301 21 168 54 369 14701 38 132 194715 1388 66282
leaf_count=18914 26 1021277 101 21 97 46 31 50 57 465 68 20 29 23 153 5913 506 37 27 301 21 168 54 369 14701 38 132 194715 1388 66282
internal_value=1.44538e-06 -2.19757e-05 -0.00078858 -0.000700296 0.00159991 0.00408197 0.00519268 0.0137344 0.00349273 -0.000758493 0.00846794 0.0138239 0.0088609 0.00310713 -0.00104162 -0.000779554 -0.00402725 0.00344387 -0.00478351 -0.00438097 0.000236594 0.00277613 -0.000521498 -0.000438276 8.28864e-05 -0.000483528 -0.00608476 0.00011283 2.53935e-05 0.000314091
internal_weight=1.32603e+06 1.02986e+06 8583 8482 1096 534 488 81 407 562 161 93 73 52 7386 6790 596 90 53 454 246 189 6336 6282 296170 14871 170 281299 196103 85196
internal_count=1326030 1029860 8583 8482 1096 534 488 81 407 562 161 93 73 52 7386 6790 596 90 53 454 246 189 6336 6282 296170 14871 170 281299 196103 85196
is_linear=0
shrinkage=0.05


Tree=406
num_leaves=31
num_cat=0
split_feature=83 35 8 112 30 37 19 98 124 10 125 55 41 84 14 10 54 90 92 94 35 22 22 87 114 84 61 125 116 66
split_gain=0.93003 2.54615 2.93064 2.58987 2.48972 2.37722 2.70201 3.42953 2.96209 3.35091 2.74055 2.50762 4.33811 3.16752 3.54569 3.48433 2.77288 2.705 4.61192 3.50723 3.37042 2.58672 2.7977 3.37312 2.89357 2.47052 2.40416 2.36741 2.26012 2.23516
threshold=324.97412109375006 11.750000000000002 15.550000190734865 -0.55191597342491139 1009.7500000000001 12.84999990463257 5.1300001144409189 -0.71560266613960255 -0.99353402853012074 4.7500000000000009 -0.96359375119209278 0.38499999046325689 10.650000095367433 0.80131092667579662 1.3849999904632571 4.0499999523162851 0.90500000119209301 -0.67038288712501515 -0.95223739743232716 -0.53726246953010548 14.050000190734865 6.4749999046325692 6.1949999332427987 0.82188171148300182 -0.81408452987670887 0.79853543639183056 0.28846465051174169 -0.9099266231060027 0.93038213253021251 28.214999198913578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -3 9 -8 -11 12 13 14 15 -7 17 19 -19 20 -13 22 23 24 -21 -26 -23 -20 -18 -15
right_child=1 5 -4 4 -6 11 8 -9 -10 10 -12 16 -14 29 -16 -17 28 18 27 21 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.7583383260948665e-06 6.96442534958778e-06 0.0032466112845807825 0.0016823796697177367 -0.0055882604172310009 -0.0010817736305536543 0.012231772270585811 0.00017293331759941319 0.021040275757125505 0.00090301262934440116 0.0071106357732787732 0.031005152718474469 0.022534238837649857 -0.015517030359866719 -0.0034744167755980469 0.019972747064788233 -0.0089071544649248768 0.00022700215447137861 -0.0097598124323982974 -0.01338386566270716 0.027707894458779431 0.004502016666175967 -0.016869539240824766 0.016377842940114948 0.0012200081306568619 -0.0035653460530504105 0.015570044270842463 0.0013642760459333658 0.0018751057107406644 -0.0019887711653142747 0.013117627449156273
leaf_weight=1277843 9586 101 1719 325 5381 35 46 37 11087 24 24 49 60 607 33 44 15844 98 26 22 55 29 44 395 31 37 48 1138 1241 21
leaf_count=1277843 9586 101 1719 325 5381 35 46 37 11087 24 24 49 60 607 33 44 15844 98 26 22 55 29 44 395 31 37 48 1138 1241 21
internal_value=1.37311e-06 0.000217006 -0.000275024 -0.000495059 -0.00133845 0.00048548 0.00106377 0.00801738 0.000977948 0.00981632 0.0190579 0.000155839 -0.00258653 -0.00153811 0.00620802 0.000458193 0.000270961 0.00204622 0.000657233 0.00451511 0.012998 0.0030593 0.00430561 0.0032104 0.011946 0.00684656 -0.00550301 0.00153427 6.60554e-05 -0.00291959
internal_weight=1.32603e+06 48187 17011 15292 5706 31176 11319 138 11181 94 48 19857 800 740 112 79 19057 1972 1262 710 104 606 529 485 90 68 77 1164 17085 628
internal_count=1326030 48187 17011 15292 5706 31176 11319 138 11181 94 48 19857 800 740 112 79 19057 1972 1262 710 104 606 529 485 90 68 77 1164 17085 628
is_linear=0
shrinkage=0.05


Tree=407
num_leaves=31
num_cat=2
split_feature=94 122 116 136 36 75 19 64 99 52 72 121 61 19 110 136 74 123 120 56 13 72 78 111 121 106 52 125 66 13
split_gain=0.906704 1.9633 3.52094 2.71504 2.9311 2.94285 3.43609 3.26239 2.61424 2.59263 2.38441 2.98501 3.11722 3.34711 3.15105 2.7876 2.34387 3.15154 2.27709 2.2721 2.1314 2.23772 3.7213 3.69323 2.76808 2.84519 3.5016 4.1172 2.18653 2.19406
threshold=-0.1672399044036865 0.38266885280609136 0.90255093574523937 0 16.94999980926514 0.62724909186363231 11.120000362396242 13.275000095367433 -0.80671063065528859 1.2649999856948855 0.39265595376491552 -0.49240480363368982 0.43349824845790869 6.9049999713897714 0.92388170957565319 1 0.29784254729747778 -0.97625884413719166 0.99535831809043895 110.97993850708009 1.0149999856948855 0.59188422560691845 21.425000190734867 -0.94296374917030323 0.7933231294155122 -0.46665161848068232 3.0449999570846562 -0.21643137186765668 4.7349998950958261 1.0850000381469729
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 19 6 7 9 -8 -6 11 18 13 16 -14 -15 17 -13 -1 -3 -21 22 24 -24 -22 -26 27 -27 -23 -30
right_child=-2 2 -4 -5 5 -7 8 -9 -10 -11 -12 12 14 15 -16 -17 -18 -19 -20 20 21 28 23 -25 25 26 -28 -29 29 -31
leaf_value=0.00015880006677958366 -2.0867685579545806e-05 -0.0036156730213675009 -0.0048216695676704772 -0.00061632500396906827 0.023290237962551738 -0.00027737417408859292 0.0065789215664595509 0.02476477911967474 -0.0026598574527533802 0.0056623341457452629 7.4560796391006626e-05 0.01890467704817032 -0.00056318160986398521 -0.0032747009076572308 0.014552681284414058 0.0026053805463121852 -0.00084508261119230752 0.0021205885166676658 0.014428558577284485 -0.0011325797717815459 0.0003448107431713415 -0.0012645260479956138 -0.00021759987839063859 0.014288175045089288 0.0020280402239219223 0.027405027308585968 0.0039102232987732371 0.0016600077971816063 0.0071377447713665571 0.00035521014941834869
leaf_weight=18131 1029860 406 418 19439 23 435 140 30 169 224 230259 30 2307 203 35 5343 1627 413 28 2637 2339 2382 73 110 495 44 111 24 121 8174
leaf_count=18131 1029860 406 418 19439 23 435 140 30 169 224 230259 30 2307 203 35 5343 1627 413 28 2637 2339 2382 73 110 495 44 111 24 121 8174
internal_value=1.30446e-06 7.84027e-05 -0.000258192 -0.000207156 0.000236487 0.00283825 0.00515105 0.00919488 0.001526 0.0073038 0.000127638 0.000562307 0.001258 0.00174857 -0.000337283 0.00238895 3.28473e-05 0.00325721 0.000180803 7.95921e-05 0.000170463 0.000418147 0.00157882 0.00850172 0.00115834 0.00398157 0.00938378 0.0183185 7.07178e-05 0.000454148
internal_weight=1.32603e+06 296170 37794 37376 17937 1021 586 277 309 247 258376 28117 9958 7616 2342 5546 2070 443 18159 16916 16510 13873 3196 183 3013 674 179 68 10677 8295
internal_count=1326030 296170 37794 37376 17937 1021 586 277 309 247 258376 28117 9958 7616 2342 5546 2070 443 18159 16916 16510 13873 3196 183 3013 674 179 68 10677 8295
cat_boundaries=0 1 2
cat_threshold=1475 4160
is_linear=0
shrinkage=0.05


Tree=408
num_leaves=31
num_cat=1
split_feature=85 136 74 52 66 122 20 7 0 63 113 92 95 35 55 28 71 2 52 98 28 32 2 62 20 8 12 35 91 17
split_gain=0.839289 1.89278 2.06931 3.4368 1.44363 1.35191 1.19499 1.16775 2.06004 1.27374 1.30197 2.17594 1.9668 1.15343 1.07809 1.31748 1.99026 1.49578 1.0475 2.42027 1.50615 1.53713 1.15473 1.20211 1.02895 1.41552 1.83452 1.38651 1.23753 1.00309
threshold=0.92643210291862499 0 0.46728976070880895 0.064999999478459372 1.8350000381469729 0.99901017546653759 5.1349999904632577 8.9499998092651385 32.500000000000007 0.50454211235046398 -0.99901017546653736 -0.41140599548816675 -0.3836780041456222 18.150000572204593 4.2449998855590829 1017.8500061035157 289.39143371582037 335.50000000000006 0.14500000327825549 -0.99941846728324879 1014.7500000000001 13.550000190734865 273.50000000000006 0.47629894316196447 5.6449999809265146 11.650000095367433 1.6649999618530276 15.250000000000002 -0.82084414362907399 6.9049999713897714
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 29 7 -6 9 -9 10 11 12 -4 -12 15 24 -17 -18 19 -11 22 -22 23 -21 25 26 -8 -28 -27 -3
right_child=1 4 5 -5 6 -7 14 8 -10 18 13 -13 -14 -15 -16 16 17 -19 -20 20 21 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=3.7859323487741776e-06 0.019868771838290351 0.00035822144609385281 0.022167779417182117 -0.0012333513768173236 0.008194752751767417 0.012628481552625696 -0.0082508626580238345 0.016160312013068636 0.0015417735208925452 0.015136804770773803 -0.0024442933079299009 -0.00053427338796466889 0.00072871517972089355 0.006908444430240814 0.0004504421506869383 0.01350984844902996 -0.0044764176896497816 0.010444815236736429 9.0325173482452348e-05 -0.0080094682267652113 0.00060008109236756968 0.017387167915701867 0.0089104010413090396 0.0034839901188388465 -0.0033462151342537254 0.0043532485593900539 0.003492220622849547 0.017824336348308458 -0.0075670380589144774 -0.0054803504489510414
leaf_weight=1320615 35 93 23 43 34 21 20 28 173 39 1083 153 20 34 613 32 71 22 1256 65 30 25 21 35 925 33 45 27 64 352
leaf_count=1320615 35 93 23 43 34 21 20 28 173 39 1083 153 20 34 613 32 71 22 1256 65 30 25 21 35 925 33 45 27 64 352
internal_value=1.23875e-06 -0.000619971 0.000194603 0.00823555 -0.00169126 -1.3397e-05 -0.0010941 -0.000102335 0.00357819 -0.000368062 -0.00150007 0.00225862 0.0121961 -0.00215961 -0.00126463 -0.00211317 0.0027542 -0.000946664 0.000642358 0.00386725 0.00137002 0.00823058 -0.00174841 -0.00398676 -0.00265933 0.000702415 0.00514554 0.00886676 -0.00351168 -0.00426015
internal_weight=1.32603e+06 5415 3084 78 2331 3006 1886 2985 201 2784 1313 196 43 1117 1852 1239 125 93 1471 215 176 55 121 100 1114 189 92 72 97 445
internal_count=1326030 5415 3084 78 2331 3006 1886 2985 201 2784 1313 196 43 1117 1852 1239 125 93 1471 215 176 55 121 100 1114 189 92 72 97 445
cat_boundaries=0 1
cat_threshold=2370
is_linear=0
shrinkage=0.05


Tree=409
num_leaves=31
num_cat=0
split_feature=83 35 8 60 112 30 89 19 121 112 37 19 98 124 6 125 55 41 31 58 68 54 56 1 89 94 117 5 40 0
split_gain=0.830301 2.28195 2.70442 2.49888 2.3031 2.33463 2.18511 2.54661 2.20406 2.27559 2.14676 2.43285 3.08603 2.67044 4.24037 2.78923 2.25824 3.91774 2.95847 2.77693 2.5671 2.50629 2.44564 3.06214 3.64887 4.72536 3.23953 3.27423 3.04757 3.13675
threshold=324.97412109375006 11.750000000000002 18.050000190734867 0.45145592093467718 -0.55191597342491139 1009.7500000000001 -0.94961276650428761 7.4149999618530282 -0.33379416167736048 -0.25037047266960138 12.84999990463257 5.1300001144409189 -0.71560266613960255 -0.99353402853012074 3.6499999761581425 -0.96359375119209278 0.38499999046325689 10.650000095367433 1013.7500000000001 304.65211486816412 162.60825347900393 0.90500000119209301 222.79058074951175 310.50000000000006 1.0000000180025095e-35 0.54564890265464794 0.87878364324569713 8.7500000000000018 12.550000190734865 347.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 -6 7 -4 -8 -10 11 12 -3 14 -13 -16 17 18 19 -12 -20 22 23 -18 25 -25 27 -27 -24 -30
right_child=1 10 3 -5 5 -7 8 -9 9 -11 16 13 -14 -15 15 -17 21 -19 20 -21 -22 -23 28 24 -26 26 -28 -29 29 -31
leaf_value=-6.5063051361263467e-06 8.2138879877190617e-05 0.0030812735703893671 0.0011266335696828637 -0.00080643533423256696 -0.0049414540622387962 -0.00089267931866693828 0.0016769152396226062 0.022719136087430848 0.023498726182151587 0.0047608312192308003 -0.0089761148316529465 -0.001076824972309017 0.019960319637509719 0.00085604358423801161 0.0083791830421735842 0.033026773668825629 -0.0042743201616066524 -0.014744663693321248 0.017393162103531801 0.0010743939532268862 0.00023762412804422813 6.0270114668367918e-05 0.0027953846818447514 0.011304907316771777 -0.0081347900996173641 0.012385006122020705 -0.0095910547054231625 -0.0031919505428271116 0.0019340750894376209 0.028394757793284955
leaf_weight=1277843 10129 101 22 257 379 5880 239 36 26 43 189 48 37 11087 24 22 297 60 23 108 420 17085 1213 146 69 62 66 74 21 24
leaf_count=1277843 10129 101 22 257 379 5880 239 36 26 43 189 48 37 11087 24 22 297 60 23 108 420 17085 1213 146 69 62 66 74 21 24
internal_value=1.17681e-06 0.000204921 -0.000260884 0.00297253 -0.000383804 -0.00113784 0.00562607 0.0145289 0.00394956 0.0118215 0.000459084 0.00100863 0.00760681 0.000927194 0.00931917 0.0201672 0.000145829 -0.00245661 -0.00146028 -0.00532138 0.00112832 0.000255077 0.00194285 -0.000394399 0.002369 0.00445165 -0.000501701 0.00390931 0.00326939 0.0160464
internal_weight=1.32603e+06 48187 17011 623 16388 6259 366 58 308 69 31176 11319 138 11181 94 46 19857 800 740 297 443 19057 1972 714 417 348 202 136 1258 45
internal_count=1326030 48187 17011 623 16388 6259 366 58 308 69 31176 11319 138 11181 94 46 19857 800 740 297 443 19057 1972 714 417 348 202 136 1258 45
is_linear=0
shrinkage=0.05


Tree=410
num_leaves=31
num_cat=1
split_feature=4 57 136 100 103 13 89 56 104 71 14 57 35 89 62 107 36 68 13 76 112 6 91 97 85 62 54 96 14 61
split_gain=0.895268 3.40294 2.1254 2.58097 3.10963 2.57855 3.62898 3.5586 3.04208 3.92863 3.09214 3.02452 2.57204 2.21704 2.06806 2.54396 1.99968 1.92066 1.84431 2.78535 1.84125 1.8564 1.79904 1.89845 1.66703 2.31493 1.90349 1.63138 1.77172 2.14174
threshold=10.449999809265138 296.78446960449224 0 0.46298235654830938 -0.39270092546939844 1.6050000190734866 -0.82767280936241139 310.21708679199224 -0.48462030291557306 298.72724914550787 1.0249999761581423 192.29382324218753 11.650000095367433 -0.45934835076332087 0.26826338469982153 -0.66348731517791737 15.750000000000002 299.47949218750006 1.435000002384186 9.9849996566772479 0.19936034083366397 8.8499999046325701 -0.94891682267189015 -0.81921026110649098 0.90600600838661205 0.33186857402324682 2.3149999380111699 -0.69188919663429249 1.435000002384186 0.35857278108596807
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 17 6 8 -8 14 10 -10 -9 -11 -2 15 16 -4 -5 -12 -20 21 27 -22 -24 -6 26 -26 -3 29 -29
right_child=1 20 5 4 24 -7 7 11 9 12 18 -13 -14 -15 -16 -17 -18 -19 19 -21 22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-1.0061943547138979e-05 -0.00086280806319455241 0.00112282809031604 0.009389819270713376 0.021918367082253101 8.3887111122245217e-06 5.6566694328259086e-05 0.00025698208049253272 0.022363103605697262 0.018011274753528574 0.0084487223471965533 -0.0041588284494355329 0.00076902573026957051 0.028225991337427071 -0.0034326584934313027 0.0012535689394926027 0.01958313241068806 -0.0052984690646062024 0.0044698041985216349 0.017785943952788201 0.00024297228519571946 -0.0045415274555916374 0.00047089913114439384 0.01920113293454051 0.002938001697389957 -0.0098685261825815045 -0.00060513344256217527 5.8149684115614698e-05 0.023570342346404993 0.0031531206255439957 0.0017055950083193325
leaf_weight=1204253 5953 2429 62 24 14492 72172 3495 34 37 31 70 31 35 977 751 35 37 46 35 64 23 19259 38 34 151 526 71 24 752 21
leaf_count=1204253 5953 2429 62 24 14492 72172 3495 34 37 31 70 31 35 977 751 35 37 46 35 64 23 19259 38 34 151 526 71 24 752 21
internal_value=2.99927e-06 0.000132234 6.05181e-06 -0.000424319 -6.21227e-05 0.000130574 0.00126319 0.000472567 0.00369589 0.00832051 0.00491921 0.0120644 0.0189367 -0.00122511 0.00227454 0.00799653 0.00390026 0.0104522 0.0020529 0.00644503 0.000686188 0.00065684 0.00763242 0.0115213 -0.000110417 -0.00241219 -0.00669378 0.00176689 0.0037298 0.0133668
internal_weight=1.32596e+06 121709 99129 22240 15310 76889 4717 3560 1157 272 206 65 66 6930 885 134 99 70 169 99 22580 22485 95 72 15240 748 222 3226 797 45
internal_count=1325962 121709 99129 22240 15310 76889 4717 3560 1157 272 206 65 66 6930 885 134 99 70 169 99 22580 22485 95 72 15240 748 222 3226 797 45
cat_boundaries=0 1
cat_threshold=1121
is_linear=0
shrinkage=0.05


Tree=411
num_leaves=31
num_cat=1
split_feature=89 66 20 75 53 127 59 104 136 71 38 33 76 39 35 127 43 76 19 111 52 28 126 110 112 12 30 15 20 65
split_gain=0.889424 2.53982 2.29067 2.44555 4.83478 2.84498 3.26364 3.06654 3.19455 3.41782 3.32992 3.52917 3.41894 3.24853 3.25681 3.30822 3.16185 4.66445 3.13697 2.87572 3.0647 2.78298 3.22473 3.22428 3.06687 3.32107 4.54492 3.0657 3.05511 2.73528
threshold=0.50583559274673473 26.175000190734867 4.0250000953674325 0.31351794302463537 0.10500000044703485 -0.18222858756780622 70.34589004516603 -0.99990162253379811 0 332.99623107910162 15.550000190734865 14.949999809265138 12.065000057220461 13.34999990463257 11.949999809265138 0.72534674406051647 12.949999809265138 6.4849998950958261 8.7100000381469744 -0.18506661057472226 2.7649999856948857 1015.9500122070314 0.96359375119209301 0.77396443486213695 -0.59480014443397511 2.7749999761581425 1012.6499938964845 2.0449999570846562 6.6050000190734872 0.33500000834465032
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 -7 9 10 13 12 -12 14 15 -9 21 18 -18 20 29 23 -23 24 25 -10 -27 -26 -25 -8
right_child=1 -3 3 5 -6 7 19 8 16 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 28 27 26 -28 -29 -30 -31
leaf_value=6.5515497373140859e-06 0.0074969870824446927 -0.0048237107056757055 0.012831886609395347 -0.012025046265242915 -0.0040513577223296095 0.011626551766836447 -0.010107331249132954 -0.0053914404457954821 -0.00067256223971379767 0.0090033501022950806 0.0050523400911773892 0.0023054427342673006 0.021480817440001725 -0.0019282992063615952 0.0036438476208770498 0.0013774417487969516 -0.0074150717748623146 0.012266605041886324 0.003319379768775737 -0.0028947518655794984 -0.0053012254496652665 -0.0046874916346087191 0.00056768467062775281 -0.0063235329266965639 0.0037759781477648604 -0.0025289019802585246 0.023916980485911621 0.020702415144381425 0.0040691940747718839 0.0040016081972377533
leaf_weight=1315212 93 322 45 76 735 59 37 258 1354 137 81 497 52 1085 904 601 95 107 240 1219 142 947 422 330 247 32 33 30 90 480
leaf_count=1315212 93 322 45 76 735 59 37 258 1354 137 81 497 52 1085 904 601 95 107 240 1219 142 947 422 330 247 32 33 30 90 480
internal_value=2.8493e-06 -0.000450103 -0.000315053 -0.00038535 -0.00307732 -0.000165597 -0.00186724 0.000271846 0.000183019 0.00125357 0.000951907 0.00424134 0.0114755 0.000224257 0.001549 -0.000655587 -0.000803622 0.00317816 0.000275282 -0.00145616 0.0012049 -0.00131093 -0.00306756 -0.000174439 0.000796831 -0.000142575 0.0108975 0.00560917 -0.00409652 0.00299188
internal_weight=1.32596e+06 10750 10428 10335 780 9555 1954 7601 7542 3615 3478 630 133 2848 1763 859 3927 442 335 1878 659 3485 1369 2116 1696 1419 65 277 420 517
internal_count=1325962 10750 10428 10335 780 9555 1954 7601 7542 3615 3478 630 133 2848 1763 859 3927 442 335 1878 659 3485 1369 2116 1696 1419 65 277 420 517
cat_boundaries=0 1
cat_threshold=2946
is_linear=0
shrinkage=0.05


Tree=412
num_leaves=31
num_cat=0
split_feature=117 107 88 63 11 62 120 124 86 1 86 30 23 107 6 92 58 31 82 17 77 78 27 55 99 16 57 78 36 76
split_gain=0.880432 3.0679 2.29561 1.72197 2.24909 2.41264 1.55849 2.36588 1.51436 1.50012 1.52025 2.06512 1.22933 1.12542 1.10592 1.69259 0.959443 0.95258 1.24097 1.24365 1.10589 1.09218 0.917205 1.15584 0.862265 2.82853 2.67391 2.74045 3.06448 2.37904
threshold=0.99901017546653759 -0.12873067706823346 -0.84295970201492298 0.31982511281967169 9.1500000953674334 0.40058031678199774 -0.52247866988182057 -0.63605400919914235 0.90998753905296337 321.50000000000006 0.88898620009422313 1016.3500061035157 6.2049999237060556 0.080065581947565093 9.1500000953674334 0.94502282142639171 245.23582458496097 1017.1499938964845 342.29742431640631 8.7100000381469744 28.425000190734867 32.664999008178718 353.50000000000006 0.50499999523162853 -0.99896669387817372 3.9249999523162846 164.3575134277344 3.9850000143051152 18.94999980926514 2.5349999666213994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 9 8 5 -5 16 -8 22 -2 11 -11 -10 14 -6 -16 -4 18 19 -9 -20 -22 23 -3 25 29 27 28 -27 -1
right_child=1 3 6 4 13 -7 7 17 12 10 -12 -13 -14 -15 15 -17 -18 -19 20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.020486370076735816 -0.0036076977294730718 0.0008393410652485653 -0.01790909624192864 0.021324948048115605 -0.0066767388767481825 0.00059362193670771694 0.012010918827727438 0.0080904114898294223 -0.00027681426921238503 0.024232068546116356 -0.0039309236864071518 0.0022636836480713733 -0.015574901987766399 0.010558850239720885 -0.0044290353668232762 0.012826984375715257 -0.0049093755173750904 -0.0027695614775915729 -0.017031756399513182 -0.0087916335246215269 0.00042129850320132644 -0.01191755992142444 0.007832052050415721 -0.010932374148008725 1.0159168739866661e-05 -0.00024589554798114661 -0.00016274502509044508 -0.0034595840760827585 0.01429791175043927 0.0014216444092906184
leaf_weight=30 67 159 40 36 46 23 20 20 24 20 21 23 29 27 30 27 22 145 46 24 29 47 38 24 1293026 508 30100 1236 39 36
leaf_count=30 67 159 40 36 46 23 20 20 24 20 21 23 29 27 30 27 22 145 46 24 29 47 38 24 1293026 508 30100 1236 39 36
internal_value=2.70684e-06 -0.00149008 -0.00411041 0.00147548 0.00514692 0.0132432 -0.00602111 -0.00465839 -0.00105701 0.00162169 0.0070962 0.0124815 -0.00864747 0.00147243 -0.000909441 0.00374487 -0.0132963 -0.00573037 -0.00831662 -0.00111798 -0.0109129 -0.00720931 0.000763331 -0.00070449 3.81884e-06 -0.000252784 -0.000274189 -0.00215555 0.000791049 0.0100874
internal_weight=1.32596e+06 987 524 463 189 59 393 331 274 131 64 43 53 130 103 57 62 311 166 44 122 76 221 183 1.32498e+06 31949 31883 1783 547 66
internal_count=1325962 987 524 463 189 59 393 331 274 131 64 43 53 130 103 57 62 311 166 44 122 76 221 183 1324975 31949 31883 1783 547 66
is_linear=0
shrinkage=0.05


Tree=413
num_leaves=31
num_cat=1
split_feature=4 136 89 13 121 120 53 23 66 38 84 35 93 99 15 94 37 102 2 83 99 117 127 59 122 28 95 6 97 100
split_gain=0.804658 2.96307 3.24579 4.13828 5.28779 5.74587 3.23348 2.87207 3.46027 3.30476 5.816 2.82894 2.76403 3.47407 2.83069 2.7494 3.41595 2.69872 2.93734 2.15352 3.1866 3.00252 3.24336 3.1938 2.1502 2.84017 2.7348 2.55241 2.67784 2.07004
threshold=10.449999809265138 0 -0.36935165524482721 1.5549999475479128 0.84335932135581981 0.87878364324569713 0.30500000715255743 5.2149999141693124 5.9149999618530282 9.7500000000000018 0.91429716348648082 9.9499998092651385 -0.89348965883254994 -0.87479081749916066 1.2749999761581423 -0.12514110654592511 8.3499999046325701 0.65038689970970165 342.50000000000006 316.89656066894537 -0.92342245578765858 0.77159520983695995 0.76037701964378368 225.28076934814456 -0.39873388409614557 1011.9500122070314 0.086508415639400496 13.750000000000002 -0.81482946872711171 0.73613288998603832
decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 4 19 -6 7 -5 15 10 11 -10 13 -2 -15 17 -17 18 -9 -3 -21 22 23 -22 25 26 -18 28 -27 -8
right_child=1 2 -4 6 5 -7 29 8 9 -11 -12 -13 -14 14 -16 16 24 -19 -20 20 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-9.8111250921113822e-06 -0.0071866147926168819 0.0014407621108217571 -5.1803776217862967e-05 -0.0010208184585414699 0.038229532921243287 0.0068719693925231697 0.0001688491237722843 0.0013353892143529195 -0.0023639925969965599 -0.0017562939253546698 0.024240877909303113 0.0079805684301795226 -0.00047076680112490747 -0.0098539827018976206 0.0066891286682074121 2.707351917966402e-06 0.031627906003268438 -0.0095814674201005322 0.021489054807240057 -0.0014471383565286338 0.036360210685630924 0.0013801139279654841 0.0055161989788757642 0.014038431996842689 0.0057223554051775531 0.010302418926297579 0.013528025075793267 0.022012375911761976 -0.0059396604858597537 0.0010009944922165987
leaf_weight=1204253 328 1405 57711 462 21 48 39090 130 139 429 35 126 11467 35 99 112 32 47 21 103 22 82 72 59 183 86 60 29 36 9240
leaf_count=1204253 328 1405 57711 462 21 48 39090 130 139 429 35 126 11467 35 99 112 32 47 21 103 22 82 72 59 183 86 60 29 36 9240
internal_value=2.5715e-06 0.000125092 0.000206421 0.000492665 0.00284019 0.0164156 0.000408026 0.00241654 0.00350054 0.0010589 0.00508462 0.00255455 -0.000623014 -0.00441531 0.00236817 0.00591895 0.00777288 0.000881524 0.00413822 0.00230278 0.00588601 0.00910012 0.0132376 0.0201011 0.00981574 0.0128984 0.0198236 0.00867907 0.00550967 0.000327943
internal_weight=1.32596e+06 121709 109780 52069 1812 69 50257 1927 1465 729 300 265 11929 462 134 736 538 198 151 1743 338 235 153 81 426 243 92 151 122 48330
internal_count=1325962 121709 109780 52069 1812 69 50257 1927 1465 729 300 265 11929 462 134 736 538 198 151 1743 338 235 153 81 426 243 92 151 122 48330
cat_boundaries=0 1
cat_threshold=96
is_linear=0
shrinkage=0.05


Tree=414
num_leaves=31
num_cat=0
split_feature=117 123 94 85 27 65 105 61 88 1 55 118 83 14 6 3 25 3 54 76 94 69 98 59 24 52 64 12 75 10
split_gain=0.798617 2.09979 1.59063 1.65229 1.47703 1.63847 1.65259 1.47111 1.91478 1.97493 1.34084 1.31449 1.37308 1.2503 1.75891 1.10139 0.968696 1.15795 1.11597 1.00406 1.43967 0.945094 1.36639 0.926105 0.88895 2.67254 2.5466 2.09348 1.78342 1.7977
threshold=0.99901017546653759 0.095842104405164733 -0.93785056471824635 0.91093978285789501 357.50000000000006 24.605000495910648 -0.070229940116405473 0.28846465051174169 -0.022084193304181095 346.50000000000006 0.38499999046325689 0.9996192753314973 346.27699279785162 3.4050000905990605 9.6500000953674334 354.50000000000006 357.50000000000006 355.50000000000006 1.4049999713897707 39.68499946594239 -0.60770601034164418 304.15983581542974 -0.77698716521263111 244.36975097656253 70.500000000000014 0.54500001668930065 22.775000572204593 3.054999947547913 0.42948004603385931 3.2500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 -2 4 5 6 16 10 9 -9 -3 12 -8 -7 -15 -14 18 19 -4 20 -18 -22 -23 -24 25 26 -1 28 29 -27
right_child=1 7 3 -5 -6 13 11 8 -10 -11 -12 -13 15 14 -16 -17 17 -19 -20 -21 21 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00012133129279899433 -0.013507162130554208 0.0028789976877171154 -0.019020890457054171 -0.0074779933410858328 0.0087347227873073689 0.011669213463877288 0.0014270585726154498 -0.0006224762733576687 0.020055838488042356 0.015749010524014014 -0.010167410875099802 0.010130790210778602 -0.012085383788992961 -0.011767782714395297 0.0062630529552207964 0.00172462279654362 -0.012248436400356394 -0.013901696540415287 -0.004635299921834043 -0.011314197519927153 -0.0048399258764799348 0.01561341192573309 0.0081532952841371301 -0.004174566528616616 5.4392494922090171e-06 0.0065065743450027011 0.012734886750624312 0.0028819796358507837 -0.0046042802739912235 -0.0023700893372403122
leaf_weight=1666 32 54 26 121 36 36 148 70 22 25 31 29 42 21 38 22 24 26 28 28 44 20 25 39 1322017 77 41 152 802 220
leaf_count=1666 32 54 26 121 36 36 148 70 22 25 31 29 42 21 38 22 24 26 28 28 44 20 25 39 1322017 77 41 152 802 220
internal_value=2.44292e-06 -0.00141929 -0.00258917 -0.00212519 -0.00110037 -0.00169443 -0.00283602 0.00312701 0.00676393 0.00368581 -0.0018791 0.000146694 -0.00121906 0.00432594 -0.000154702 -0.00733819 -0.00560077 -0.0040382 -0.0115617 -0.00261347 -0.0010107 0.00109637 0.00420586 0.000641004 3.502e-06 -0.000862311 0.000424293 -0.00261789 -0.00337857 -6.87321e-05
internal_weight=1.32596e+06 987 785 753 632 596 501 202 117 95 85 241 212 95 59 64 260 206 54 180 152 128 84 64 1.32498e+06 2958 1707 1251 1099 297
internal_count=1325962 987 785 753 632 596 501 202 117 95 85 241 212 95 59 64 260 206 54 180 152 128 84 64 1324975 2958 1707 1251 1099 297
is_linear=0
shrinkage=0.05


Tree=415
num_leaves=31
num_cat=0
split_feature=26 91 29 82 14 88 77 94 56 92 90 2 112 31 14 10 94 27 30 71 30 76 56 27 76 33 6 89 117 73
split_gain=1.02274 1.83274 1.61317 2.02943 1.75087 1.61335 1.48314 2.74329 3.00156 1.46666 1.45281 1.3758 1.32026 1.87536 1.35201 1.27317 1.18652 1.15303 1.12719 0.903903 0.83346 1.03599 0.994997 1.05955 1.84972 1.04771 1.04008 0.795521 1.68349 1.73734
threshold=355.50000000000006 -0.98857489228248585 1014.5499877929689 315.19937133789068 3.1550000905990605 0.44915056228637701 26.414999961853031 0.51181825995445263 250.05895996093753 0.53993222117424022 -0.42355448007583613 333.50000000000006 -0.095842104405164705 1016.2500000000001 1.4149999618530276 9.4499998092651385 0.81253275275230419 336.50000000000006 1012.1499938964845 281.01950073242193 1015.5499877929689 6.9949998855590829 228.58065032958987 313.50000000000006 7.6050000190734872 11.550000190734865 8.0500001907348651 -0.99658372998237599 0.62249094247818004 0.70953872799873363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 19 3 10 9 6 12 8 -8 11 -3 -5 20 -14 -15 -13 -9 -10 -6 -2 21 -4 23 -22 -25 -24 -27 28 -1 -30
right_child=1 2 5 4 18 -7 7 16 17 -11 -12 15 13 14 -16 -17 -18 -19 -20 -21 22 -23 25 24 -26 26 -28 -29 29 -31
leaf_value=-7.5201825029788682e-05 0.00015143605181947354 0.012146283819207125 -0.00016056307514108168 -0.010309967527466239 -0.0044782896739031589 -0.010466942245451112 0.028364606041993413 -0.0075355866266524092 -0.0026858608979223805 -0.013225092144594306 -0.0014155885541878156 0.0081289490668809625 0.013422644428743191 0.0083259793885107763 -0.0038693565070251966 -0.0059483503457158811 0.0027014030502594526 0.013901897235773503 0.0091188880718416632 -0.012231644188120429 -0.0027539612465418408 -0.014445468501653522 0.00030443249459101543 -0.00096856118014495066 0.017062019962817431 -0.011330665544927364 0.00077860394027084122 7.5072655191730819e-06 -0.0017232779528932873 -0.0001956132597162912
leaf_weight=44726 20 28 22 57 35 33 21 34 22 84 67 29 34 33 73 36 169 20 27 56 58 30 74 33 25 61 25 1271989 3387 4131
leaf_count=44726 20 28 22 57 35 33 21 34 22 84 67 29 34 33 73 36 169 20 27 56 58 30 74 33 25 61 25 1271989 3387 4131
internal_value=-1.67217e-06 -0.00145707 -0.000951578 -0.00369767 -0.00592353 0.000348073 0.000834307 0.00381554 0.0129302 -0.00814066 0.00258159 -0.00463991 -0.000860153 0.00320474 -7.26953e-05 0.000332291 0.000986833 0.00521307 0.00144306 -0.00897294 -0.00259517 -0.00840185 -0.00150116 0.00202464 0.00680324 -0.00405736 -0.00781053 -3.4672e-07 -0.000191568 -0.000883855
internal_weight=1.32544e+06 1206 1130 363 268 767 734 266 63 206 95 122 468 140 106 65 203 42 62 76 328 52 276 116 58 160 86 1.32423e+06 52244 7518
internal_count=1325439 1206 1130 363 268 767 734 266 63 206 95 122 468 140 106 65 203 42 62 76 328 52 276 116 58 160 86 1324233 52244 7518
is_linear=0
shrinkage=0.05


Tree=416
num_leaves=31
num_cat=1
split_feature=60 111 12 107 88 4 8 124 10 58 54 65 16 32 23 57 32 12 57 120 136 116 21 23 55 72 105 54 56 72
split_gain=0.792848 3.43892 3.59511 4.38263 3.34702 2.86116 2.78025 2.70444 2.57836 2.51995 2.9276 3.45088 2.88052 3.35218 2.83645 2.88746 2.70924 2.64816 3.33655 2.63531 3.3122 2.99 2.50038 2.63541 2.46826 2.43729 2.42352 2.50938 2.49666 3.63034
threshold=0.40685121715068823 -0.26148551702499384 1.1749999523162844 -0.90914249420166005 0.15031114220619204 8.7500000000000018 11.750000000000002 -0.98624804615974415 15.550000190734865 273.38043212890631 1.2849999666213991 12.144999980926515 9.5450000762939471 10.550000190734865 8.1050000190734881 224.37558746337893 19.650000572204593 1.6250000000000002 274.85290527343756 -0.28400452435016627 0 0.77159520983695995 6.7349998950958261 7.4449999332427987 0.42499999701976782 0.8982437551021577 1.0000000180025095e-35 3.2749999761581425 204.81098937988284 0.37398630380630499
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -4 -8 -6 26 12 -12 13 22 19 -16 -15 18 -17 21 -21 -14 23 -11 -7 -22 28 -28 29 -3
right_child=4 9 6 -5 8 24 7 -9 -10 10 11 -13 14 16 15 17 -18 -19 -20 20 25 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0010023495011588902 -2.2113657373146217e-05 5.8743439205163275e-06 -0.0018185184230854864 0.0015477923288963545 0.0012977263536819203 0.0015190591912751308 -0.0033590439955948439 0.00089548918295990858 -0.0070436407395816861 -0.00091662428520634758 -0.00097538604048990393 2.8582170899797384e-05 -0.002877172256649763 0.00090959517358321662 -0.0053031893748351766 0.0077425006438385366 -0.0078958910191431649 -0.0025416038200174545 0.032550511096158752 0.0018273758223979111 -0.0041281244283344325 0.0025721479890247188 -0.0068808421365813251 0.017317362157627941 0.00024473655900966832 0.011930101677775383 -0.0036629268084998378 0.0019483842940620144 0.00024501323265129448 -0.00047154861743626256
leaf_weight=3731 375786 650105 7533 3072 6414 4004 458 2025 94 2159 22989 13636 2156 11893 34 33 88 22 23 1128 431 285 180 20 74546 25 842 261 99050 42416
leaf_count=3731 375786 650105 7533 3072 6414 4004 458 2025 94 2159 22989 13636 2156 11893 34 33 88 22 23 1128 431 285 180 20 74546 25 842 261 99050 42416
internal_value=-1.58857e-06 -2.98215e-05 -0.000737792 0.000149207 5.13795e-05 3.52524e-05 -0.00134025 0.000110722 0.00117725 -1.57761e-05 -0.000342732 -0.000601595 0.000170384 0.000505703 -0.000991926 0.00685661 0.000844919 0.012157 0.0179315 -0.00121032 0.000377894 -0.00224093 -0.00121712 -0.000749263 0.000309694 -0.00317805 6.95196e-06 -0.00233514 1.02155e-05 -2.33672e-05
internal_weight=1.32544e+06 864595 16819 6803 460844 454336 10016 2483 6508 847776 55102 36625 18477 14340 4137 112 11981 78 56 4025 1584 2441 2359 2179 78550 456 792674 1103 791571 692521
internal_count=1325439 864595 16819 6803 460844 454336 10016 2483 6508 847776 55102 36625 18477 14340 4137 112 11981 78 56 4025 1584 2441 2359 2179 78550 456 792674 1103 791571 692521
cat_boundaries=0 1
cat_threshold=2226
is_linear=0
shrinkage=0.05


Tree=417
num_leaves=31
num_cat=0
split_feature=26 91 29 14 117 88 77 94 56 63 63 112 31 62 92 2 10 94 79 91 71 38 123 31 70 124 15 25 78 63
split_gain=0.916744 1.65344 1.48954 1.62258 1.66767 1.44584 1.34334 2.46799 2.70967 1.27574 2.09983 1.19132 1.68834 1.24818 1.09551 1.44564 1.98999 1.09351 1.00854 0.886537 0.800404 0.794072 1.76405 2.70969 3.98745 1.32172 1.1326 1.88811 0.914864 0.885549
threshold=355.50000000000006 -0.98918491601943959 1014.5499877929689 3.2549999952316289 0.608738273382187 0.44915056228637701 26.414999961853031 0.51181825995445263 250.05895996093753 0.36520761251449591 0.48717369139194494 -0.095842104405164705 1016.2500000000001 0.22595277428627017 0.53993222117424022 331.50000000000006 9.4499998092651385 0.92337274551391613 39.68499946594239 -0.54330107569694508 281.31858825683599 6.9500000476837167 -0.3172925859689712 1019.7500000000001 305.88873291015631 0.86159634590148937 2.6049998998641972 328.50000000000006 16.935000419616703 0.23753503710031512
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 20 3 4 -3 6 11 8 -8 -5 -11 -4 -13 -14 15 -6 -17 18 -9 -10 -2 22 23 25 -25 -1 -27 -28 29 -24
right_child=1 2 5 9 14 -7 7 17 19 10 -12 12 13 -15 -16 16 -18 -19 -20 -21 -22 -23 28 24 -26 26 27 -29 -30 -31
leaf_value=0.0093254017785353496 -0.00015018656849861146 0.0031089483510325466 -0.0024497311660899978 -0.004619372097041571 -0.0093856981031422045 -0.0099010086801806195 0.026946281136146617 -0.007922023763880133 0.012213540593871759 0.018887020258799847 -0.0027199203910475427 0.012749731970731827 0.0097112150047905747 -0.0030693253778197147 -0.010835486115787977 0.010428817365919392 -0.0067450620208841724 0.003673894220597879 0.0049245365434961233 -0.002315056494747599 -0.011889240530512806 -8.7404248082479013e-07 -0.0025963509746360323 0.028898400412156036 0.00031820124663088634 -0.0088739790683311798 -0.0030419808417811237 0.012198488360210773 -0.0081286148612641478 0.0088831118269202605
leaf_weight=46 20 49 330 33 64 33 21 50 21 23 22 34 25 81 105 31 37 131 22 21 53 1323893 56 26 23 31 59 31 44 24
leaf_count=46 20 49 330 33 64 33 21 50 21 23 22 34 25 81 105 31 37 131 22 21 53 1323893 56 26 23 31 59 31 44 24
internal_value=-1.50845e-06 -0.00137942 -0.00090949 -0.00354457 -0.00528792 0.000337803 0.00079688 0.00363631 0.0122816 0.00284774 0.00832363 -0.000810118 0.00305469 -5.5047e-05 -0.00702399 -0.00399211 0.00108421 0.000953294 -0.00399669 0.00494924 -0.00867306 -2.53558e-07 0.00241579 0.00514458 0.0154832 0.00211109 -0.000631546 0.00220751 -0.00233758 0.000847488
internal_weight=1.32544e+06 1206 1133 364 286 769 736 266 63 78 45 470 140 106 237 132 68 203 72 42 73 1.32423e+06 340 216 49 167 121 90 124 80
internal_count=1325439 1206 1133 364 286 769 736 266 63 78 45 470 140 106 237 132 68 203 72 42 73 1324233 340 216 49 167 121 90 124 80
is_linear=0
shrinkage=0.05


Tree=418
num_leaves=31
num_cat=0
split_feature=26 91 29 82 13 92 2 88 123 57 123 56 122 77 94 61 54 52 80 96 95 24 30 75 26 108 14 124 74 115
split_gain=0.827361 1.49223 1.34431 1.77998 1.58011 1.34331 1.34073 1.30487 1.3012 1.28867 1.27879 1.732 1.19466 1.30799 1.71496 1.21201 1.98082 1.48354 1.24556 1.175 2.25037 1.47114 1.31106 1.17332 1.11449 1.51794 0.957914 0.942229 0.974488 1.23439
threshold=355.50000000000006 -0.98918491601943959 1014.5499877929689 315.19937133789068 3.4150000810623173 0.72021952271461498 324.50000000000006 0.44915056228637701 0.23343648016452792 253.99933624267581 0.11319890245795251 289.72305297851568 -0.8338540494441985 26.414999961853031 0.060500744730234153 0.35244590044021612 0.034999999217689044 9.2449998855590838 351.14646911621099 -0.15163017064332959 0.8709983527660371 227.50000000000003 1015.4500122070314 0.58074098825454723 357.50000000000006 0.98336699604988109 1.1150000095367434 0.72534674406051647 0.63611853122711193 -0.11319890245795249
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 6 -5 8 10 -3 12 -12 -4 19 -15 16 -16 18 -17 21 -21 -14 -23 -18 -8 -26 -24 -28 29 -29
right_child=1 2 7 4 -6 -7 24 -9 -10 -11 11 -13 13 14 15 17 23 -19 -20 20 -22 22 26 -25 25 -27 27 28 -30 -31
leaf_value=-2.4088083765564558e-07 -0.008239408272513099 -0.0020326476824574441 0.010165315871745406 -0.0096268808911554524 0.0053710537838439149 -0.011583317858218166 0.006990247140742473 -0.0094059579017938995 -0.0050611145673867541 0.0099713435509733647 0.015285123502080507 -0.0010347178469162137 0.0081839488819241534 0.012782859074343978 0.0038013358546886596 0.014785148864952712 -0.0019772513312636872 -0.0029799125056199144 0.00062518623098731046 0.015361173767059184 -0.0020061122300913583 -0.015417690164651034 -0.013344239794903182 -0.018536247580271701 0.0055379398929124536 -0.011634951263606069 -0.01203304057319959 0.0091669001104310154 -0.0045759035015685698 -0.0058030839299871816
leaf_weight=1324233 73 59 32 60 30 91 35 33 85 36 37 29 23 38 50 41 20 38 25 26 66 27 22 23 22 31 21 40 72 21
leaf_count=1324233 73 59 32 60 30 91 35 33 85 36 37 29 23 38 50 41 20 38 25 26 66 27 22 23 22 31 21 40 72 21
internal_value=-1.43303e-06 -0.00131045 -0.000864015 -0.00336734 -0.00544518 -0.00680287 -0.00386353 0.000320912 0.000757036 0.00251623 0.0015167 0.00811428 0.000772359 0.000228825 0.00305754 0.00118158 -0.00296572 0.00489023 0.00942153 -0.00186157 0.00290203 -0.00380074 -0.00515861 -0.0108344 6.60209e-05 -0.00450658 -0.00358478 -0.00219057 -0.000636495 0.0040133
internal_weight=1.32544e+06 1206 1133 364 269 239 148 769 736 95 651 66 585 553 235 197 93 104 66 318 92 226 203 43 88 53 176 154 133 61
internal_count=1325439 1206 1133 364 269 239 148 769 736 95 651 66 585 553 235 197 93 104 66 318 92 226 203 43 88 53 176 154 133 61
is_linear=0
shrinkage=0.05


Tree=419
num_leaves=31
num_cat=4
split_feature=135 52 60 56 111 12 110 78 29 52 8 124 4 52 66 57 136 59 136 136 104 96 96 71 63 4 122 92 136 63
split_gain=0.771468 1.6959 0.801492 3.09785 3.09476 3.2331 4.54085 3.28508 3.0666 2.61329 2.50061 2.44073 2.4246 3.61669 2.8456 2.79379 4.86515 3.05186 3.24136 2.39418 2.34182 2.33075 3.04116 2.34554 3.01822 2.2448 2.30423 2.22705 2.6614 3.06823
threshold=1022.5499877929689 1.7050000429153445 0.40685121715068823 166.47275543212893 -0.26148551702499384 1.1749999523162844 -0.40535208582878107 5.0050001144409189 1017.2500000000001 0.034999999217689044 11.750000000000002 -0.98624804615974415 8.7500000000000018 0.34499999880790716 3.3950001001358037 115.97964096069337 0 135.92309570312503 1 2 -0.99269121885299672 -0.33989167213439936 -0.64134931564331044 237.83032989501956 0.31302678585052496 3.9500000476837163 -0.99535831809043873 -0.93008688092231739 3 0.56259435415267955
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 1 2 2 2 2 2 2 2 2 1 2
left_child=2 -2 4 -4 5 6 7 -1 21 20 -7 -12 15 14 -14 16 -11 -18 -19 -15 25 22 23 -9 -25 -5 -27 28 29 -6
right_child=1 -3 3 9 27 10 -8 8 -10 12 11 -13 13 19 -16 -17 17 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.001288880374853303 -0.0062640338857339597 -0.00051449732802102868 0.0013634353268481174 -3.7857647652604751e-05 -0.00086550704551303752 -0.0017245185771452805 -0.00075487648312814136 -0.001494423600120677 -0.0016997072412829166 0.0015364172750408458 -0.0031910360570508718 0.00085074384870686005 0.00040206438058962334 -0.00027948748561170311 0.0045890168008560937 7.0892023269363816e-07 -0.0050279113132283126 -6.4046061425436098e-05 -0.0027270367796671051 0.00039056746062549573 0.00061943492015958642 -0.0057459978060796857 0.028807052487779101 0.022887183129391139 0.0064585724754420955 -0.0008757725212490187 0.0097655263050382343 2.5710333483963313e-06 -8.851321311855679e-05 -0.0055962773786907855
leaf_weight=1945 133 3595 4474 140 11792 7530 4591 36 71 1439 458 2025 766 17217 863 367105 623 2476 2121 58994 711 20 24 47 69 64 248 812336 23173 353
leaf_count=1945 133 3595 4474 140 11792 7530 4591 36 71 1439 458 2025 766 17217 863 367105 623 2476 2121 58994 711 20 24 47 69 64 248 812336 23173 353
internal_value=-1.36138e-06 -0.000719618 6.64529e-07 5.42015e-05 -2.76526e-05 -0.000699323 0.000141782 0.00200279 0.00720341 4.12643e-05 -0.00127078 0.00010522 3.51684e-05 0.000289037 0.0026202 -1.77021e-05 -0.00103269 -0.00174052 -0.00129879 0.000239208 0.00240836 0.0104285 0.0122665 0.00965487 0.013115 0.00522235 0.0075827 -1.43278e-05 -0.000403011 -0.00100218
internal_weight=1.32544e+06 3728 1.32171e+06 457241 864470 16816 6803 2212 267 452767 10013 2483 451604 77840 1629 373764 6659 5220 4597 76211 1163 196 176 152 116 452 312 847654 35318 12145
internal_count=1325439 3728 1321711 457241 864470 16816 6803 2212 267 452767 10013 2483 451604 77840 1629 373764 6659 5220 4597 76211 1163 196 176 152 116 452 312 847654 35318 12145
cat_boundaries=0 1 2 3 4
cat_threshold=512 3344 102 4370
is_linear=0
shrinkage=0.05


Tree=420
num_leaves=31
num_cat=0
split_feature=81 35 8 55 38 10 30 63 104 67 17 125 5 97 16 65 130 52 65 99 76 78 88 8 59 87 21 91 120 25
split_gain=1.25516 2.08926 2.26536 2.64452 3.2178 2.98443 2.36771 3.34032 2.55188 2.64481 3.39916 2.34827 3.18622 2.30479 2.18496 4.45164 2.83853 2.2389 2.16127 2.22512 2.34911 2.3329 2.01205 1.99784 2.24419 2.20725 2.15598 2.30476 2.03067 2.16159
threshold=316.86778259277349 10.449999809265138 13.750000000000002 0.50499999523162853 11.34999990463257 12.84999990463257 1015.1499938964845 0.34279534220695501 -0.48462030291557306 7.5750000476837167 7.4149999618530282 0.8140845298767091 15.250000000000002 -0.67281681299209584 6.4600000381469735 2.4450000524520878 325.50000000000006 10.644999980926515 0.59499999880790722 -0.72716286778450001 14.045000076293947 27.545000076293949 1.0000000180025095e-35 1.8499999642372134 70.34589004516603 0.90854230523109447 4.4949998855590829 -0.6290035843849181 -0.79332312941551197 337.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 23 4 -4 13 7 11 9 10 -9 12 -6 -5 -7 16 17 -16 -15 21 -21 22 -20 24 25 -3 27 -26 -28 -30
right_child=1 2 3 5 6 14 -8 8 -10 -11 -12 -13 -14 18 15 -17 -18 -19 19 20 -22 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=1.5416840139434736e-05 -0.00068491431344790848 -0.0041812177244312859 0.004443277250001096 0.00070277358048901218 -0.0037420189675866945 -0.0024336308297626752 0.0029956955810981419 0.0057620822704241926 -0.0042003230186352545 -0.0011780220049398917 0.033307317759664286 -0.00984492016223802 0.012250117760979468 -0.0088491793721914291 0.0055372696905379663 -0.00027064053072510725 -0.0030876608472654894 -0.0046991466652955222 0.0036090794219241352 0.017096606669602572 0.0019900752378853282 0.016769358674965561 0.019730033670467412 -0.00028057169830672459 0.00073990199016407134 0.0077276126400372671 0.003769477963347759 0.019182035693302169 0.0002100276668606921 0.0035218976872093037
leaf_weight=1215515 16214 409 889 1665 231 942 425 24 43 27 21 127 36 32 676 8003 138 58 161 27 549 62 22 67604 36 43 454 32 10903 516
leaf_count=1215515 16214 409 889 1665 231 942 425 24 43 27 21 127 36 32 676 8003 138 58 161 27 549 62 22 67604 36 43 454 32 10903 516
internal_value=7.57647e-07 -0.000160687 -7.04121e-05 0.000512567 0.0022901 0.000249863 0.000240671 -0.00205969 0.00543759 0.0111936 0.0186165 -0.00424799 -0.00158578 0.00178551 -0.000144023 9.89984e-05 0.00349145 0.0047284 0.00389896 0.00439584 0.00269819 0.00838703 0.00554712 -0.000173589 0.000410006 -0.0030483 0.000540912 0.00941855 0.000490068 0.000359684
internal_weight=1.32588e+06 110369 94155 14158 1823 12335 934 509 115 72 45 394 267 2518 9817 8875 872 734 853 821 576 245 183 79997 12393 452 11941 68 11873 11419
internal_count=1325884 110369 94155 14158 1823 12335 934 509 115 72 45 394 267 2518 9817 8875 872 734 853 821 576 245 183 79997 12393 452 11941 68 11873 11419
is_linear=0
shrinkage=0.05


Tree=421
num_leaves=31
num_cat=0
split_feature=89 128 38 34 109 3 56 63 74 105 2 14 75 56 31 99 2 11 76 15 28 79 61 0 39 114 91 12 99 31
split_gain=1.16769 2.47383 2.28431 4.20574 2.63774 4.96379 3.06308 4.66885 3.53788 4.62376 2.96145 2.57881 2.5297 2.95815 2.51368 2.48754 2.40383 2.29645 2.22234 2.31217 3.24586 2.4891 3.34568 4.82598 2.17093 1.97199 2.39717 1.86533 1.79251 1.75628
threshold=0.75777408480644237 336.50000000000006 11.949999809265138 12.550000190734865 0.78282454609870922 320.50000000000006 313.57284545898443 0.23753503710031512 0.73134395480155956 -0.7476588487625121 318.50000000000006 3.1550000905990605 0.5775037705898286 307.34321594238287 1025.049987792969 -0.81117230653762806 168.50000000000003 8.8499999046325701 3.1950000524520878 1.1549999713897707 1019.0499877929689 10.84500026702881 0.25016523897647863 310.50000000000006 10.949999809265138 -0.98321744799613942 -0.77940213680267323 1.6250000000000002 -0.81117230653762806 1015.7500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 25 5 18 7 10 15 17 -7 14 13 16 29 24 -6 -10 -2 20 -20 -21 23 -23 -9 26 -4 -26 -25 -5
right_child=1 -3 3 11 12 6 -8 8 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 21 -22 22 -24 28 27 -27 -28 -29 -30 -31
leaf_value=3.7492639208571679e-06 -0.0092687017189622949 0.016826890367083253 -0.0047315478563847903 0.00025464051199205605 0.011336554459163123 0.0082034419430419819 -0.0087027203589677814 0.015663472870113077 0.013503627804406596 0.00098096630794720528 0.032881510401925738 -0.013729315335749072 -0.0042825256206223449 0.01515143176373572 0.0167882020718285 -0.0073595049224940007 -0.0035147287366094023 0.035613067409334086 0.019236319773905986 -0.0066641533166287587 -0.005764635652303696 4.9886971399126979e-05 -0.0019498703496523022 0.030969151963169378 -0.010606302005117356 -0.0054398198740735447 0.014356713819092717 0.010004798571268719 0.010966331405299051 -0.0021906187248782872
leaf_weight=1320380 59 20 38 2189 35 20 25 37 23 36 31 37 345 39 21 51 123 24 37 111 20 61 183 24 23 716 29 21 21 1105
leaf_count=1320380 59 20 38 2189 35 20 25 37 23 36 31 37 345 39 21 51 123 24 37 111 20 61 183 24 23 716 29 21 21 1105
internal_value=7.19765e-07 -0.000726041 -0.000790056 -0.00137292 0.000996559 0.00280849 0.00803027 0.00960292 0.00637666 0.0144652 0.0232038 -0.000602225 -0.00170129 0.00281916 -0.000455708 0.00129068 -0.000224888 0.0247936 -0.000136345 0.00104267 0.0104641 -0.000299879 0.00214453 0.00921317 0.00673709 -0.00467224 0.00353054 -0.000769186 0.0216345 -0.000565642
internal_weight=1.32588e+06 5504 5484 4135 1349 807 291 266 215 83 51 3352 542 197 3315 132 158 47 516 457 57 400 289 106 81 783 67 44 45 3294
internal_count=1325884 5504 5484 4135 1349 807 291 266 215 83 51 3352 542 197 3315 132 158 47 516 457 57 400 289 106 81 783 67 44 45 3294
is_linear=0
shrinkage=0.05


Tree=422
num_leaves=31
num_cat=1
split_feature=89 128 95 136 20 63 87 37 53 76 104 0 91 95 87 22 31 6 117 77 32 61 31 62 39 24 124 96 96 3
split_gain=1.05384 2.23263 2.33271 2.71717 3.4827 3.1831 3.62467 4.14523 3.82892 3.25005 3.27527 3.00175 3.62443 2.61677 2.24522 2.8152 2.72747 2.23319 2.21302 2.14828 3.08488 2.61345 2.45565 2.18998 2.28104 3.64118 2.20907 2.1916 2.13042 2.05747
threshold=0.75777408480644237 336.50000000000006 0.98434945940971386 0 6.8450000286102304 0.29362919926643377 0.87288933992385875 17.349999427795414 0.42499999701976782 3.0749999284744267 -0.86686351895332325 67.500000000000014 -0.94372221827507008 -0.95856603980064381 0.90408661961555492 6.2149999141693124 1013.9500122070314 13.550000190734865 0.9536806344985963 20.82499980926514 12.550000190734865 0.40029656887054449 1021.2500000000001 0.20258022844791415 11.949999809265138 318.50000000000006 -0.76037701964378346 -0.8947792351245879 -0.83645775914192189 236.50000000000003
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 11 -10 -11 -2 -13 -12 17 -16 -17 18 19 20 21 -5 -21 27 25 -25 -26 -22 -15 -7
right_child=1 -3 -4 14 -6 29 -8 -9 9 10 13 12 -14 28 15 16 -18 -19 -20 22 23 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=3.5618006708337672e-06 -0.0022522802899956058 0.015985545857110994 -0.0049999278581121052 -0.0059960018728209743 -0.0056112646824262548 -0.0025695454992045934 -0.0021393562305321986 -0.0075897970508473625 -0.012934672262053937 0.020136461002079567 -0.012600953956412428 0.032050958141917364 0.013007805154969297 -0.0014610185374084933 -0.00016155645027756692 0.026071877994885046 0.0041873935357268372 -0.01196859379609426 -0.0073994688200449722 0.00076299032265071502 0.0021852175961248575 0.0087294113967800509 0.016731549933552744 -0.0030825349140084454 0.0044438395267187066 0.023133090152763405 -0.0013643110936636667 -0.012119206829847379 0.011983246417195701 0.002162383909781255
leaf_weight=1320380 23 20 305 516 170 395 135 42 24 36 22 32 114 52 125 24 35 51 148 651 40 32 25 27 183 26 1553 81 68 549
leaf_count=1320380 23 20 305 516 170 395 135 42 24 36 22 32 114 52 125 24 35 51 148 651 40 32 25 27 183 26 1553 81 68 549
internal_value=6.83777e-07 -0.000689739 -0.000750553 -0.0005003 0.00116241 0.001942 0.00497314 0.00729805 0.00898346 0.00433736 0.00666618 0.0145368 0.0171816 0.00325117 -0.00128568 0.00408744 0.0130896 -0.00158616 -0.00142483 -0.00114268 -0.0018292 -0.00513612 0.00135354 -0.000880402 -0.00044009 0.00977796 -0.000752046 -0.00739047 0.0061574 0.000182392
internal_weight=1.32588e+06 5504 5484 5179 1662 1492 548 413 371 202 178 169 146 142 3517 184 59 3333 3282 3134 2458 548 676 1910 1789 53 1736 121 120 944
internal_count=1325884 5504 5484 5179 1662 1492 548 413 371 202 178 169 146 142 3517 184 59 3333 3282 3134 2458 548 676 1910 1789 53 1736 121 120 944
cat_boundaries=0 1
cat_threshold=6848
is_linear=0
shrinkage=0.05


Tree=423
num_leaves=31
num_cat=0
split_feature=81 53 30 23 103 21 34 92 105 39 87 98 90 82 87 32 91 56 93 93 88 60 97 5 6 60 82 91 25 86
split_gain=1.11676 2.41343 2.67282 2.79661 3.00948 2.39663 3.28771 2.42984 3.79218 2.87565 3.68038 2.28621 2.2115 2.54868 2.19586 1.99091 2.12359 2.9828 2.58016 3.30136 4.09355 2.85971 2.8868 2.20181 2.70498 2.11602 3.2564 2.74031 4.20879 3.81771
threshold=316.86778259277349 0.14500000327825549 1012.2500000000001 5.1250000000000009 0.28589612245559698 5.1949999332427987 8.6500000953674334 -0.75242945551872242 -0.40356436371803278 11.750000000000002 0.85514891147613536 -0.6407468020915984 -0.96469372510910023 328.80294799804693 0.89944109320640575 12.050000190734865 0.79729056358337413 240.7226486206055 -0.14807398617267606 -0.65604564547538746 -0.98800081014633168 0.30365645885467535 -0.58511728048324574 10.84999990463257 11.050000190734865 0.43372562527656561 335.15728759765631 0.64914831519126903 321.50000000000006 0.89613351225852977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 14 -7 8 9 10 -8 -12 13 -6 -4 25 -17 -18 19 21 -21 -19 -23 -20 -25 26 -3 -28 -29 -30
right_child=1 15 5 4 12 6 7 -9 -10 -11 11 -13 -14 -15 -16 16 17 18 23 20 -22 22 -24 24 -26 -27 27 28 29 -31
leaf_value=1.4476999886226132e-05 -0.01071218743218688 -0.0012039078883686796 0.00040055355343169403 0.01340966738408079 0.00026825949990827788 -0.0054912900392290404 0.035110009252093732 0.0029498340422353343 -0.005434275785727161 0.0032989229370212676 0.0055464274878072187 0.025673182231063647 -0.0024748988152788597 0.022319584323558957 -0.0095492728054523482 1.1923551544353707e-05 -0.005243800705094866 -0.0088131563607276534 -0.0047217593759212601 0.031165594023574768 0.0059535888678299773 -0.0022394053389628728 0.022284385096281768 0.021021950747817757 -0.0016954700585062568 -0.00014232321561076188 0.00015454629579000984 0.028089254023507239 0.00049888744855122855 0.021745947893708945
leaf_weight=1215515 74 14484 525 37 38 105 24 1372 35 49 43 21 471 20 62 65878 463 57 239 21 69 30 20 20 38 22537 3455 20 137 25
leaf_count=1215515 74 14484 525 37 38 105 24 1372 35 49 43 21 471 20 62 65878 463 57 239 21 69 30 20 20 38 22537 3455 20 137 25
internal_value=6.49588e-07 -0.000151634 0.00127778 -0.00157131 -0.000376209 0.00209327 0.00306993 0.00365213 0.00925419 0.0130067 0.0184122 0.0121505 -0.00134044 0.00787216 -0.000650365 -0.000189879 -2.20459e-05 -0.00236044 0.000341987 0.00477884 0.0118364 -0.00115742 0.00757011 -0.00260097 0.00613812 -0.000465768 -0.000868035 0.000469546 0.00644935 0.00377775
internal_weight=1.32588e+06 110369 2876 640 566 2236 1649 1544 172 137 88 64 529 58 587 107493 66835 957 494 197 90 107 50 297 58 40658 18121 3637 182 162
internal_count=1325884 110369 2876 640 566 2236 1649 1544 172 137 88 64 529 58 587 107493 66835 957 494 197 90 107 50 297 58 40658 18121 3637 182 162
is_linear=0
shrinkage=0.05


Tree=424
num_leaves=31
num_cat=2
split_feature=129 21 18 23 38 60 58 26 107 57 71 112 136 72 66 92 56 12 18 26 52 8 26 18 17 72 78 136 34 58
split_gain=1.01383 1.56893 1.40716 1.51132 1.36582 1.24565 3.38895 1.46086 2.61069 1.7669 1.3436 1.90166 1.23745 1.07731 1.06893 1.03877 2.4498 2.53259 2.48282 3.6329 5.45765 4.15082 3.81566 3.3065 3.16815 4.21534 5.82943 4.33773 3.09572 3.037
threshold=321.50000000000006 4.9449999332427987 14.550000190734865 6.3450000286102304 15.84999990463257 0.22640234231948855 307.67752075195318 326.50000000000006 -0.56212803721427906 222.73175048828128 306.95190429687506 -0.80382624268531788 0 0.2985787838697434 8.4549999237060565 -0.15050014108419416 239.01478576660159 3.2949999570846562 9.5450000762939471 200.50000000000003 0.58499997854232799 6.3500001430511483 313.50000000000006 13.344999790191652 8.0099999904632586 0.79433441162109386 11.934999942779543 1 18.94999980926514 287.48960876464849
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=15 2 3 4 12 6 7 8 10 -9 11 14 -2 -7 -3 16 17 18 24 23 22 -22 29 28 -1 26 27 -26 -20 -21
right_child=1 5 -4 -5 -6 13 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00013624770388922852 -0.00054232635378892869 -0.0024446415008398995 0.0025524759801493053 -0.01247771805217273 0.0094480189452455805 -0.0081378276708578192 -0.010974024419232996 0.024674378056079152 -0.0096605163788603208 0.0049068245965127764 -0.0025826082535786556 0.020562966574949246 -0.0051259890640115678 -0.00030384935909610818 0.0096216736598871647 -1.8172028676242789e-05 0.00033409168865139064 -0.001869063707135383 -0.0011572143149687377 0.0017981696207524723 -0.00014607545406170288 -0.00091368330670139354 0.0076118684599322146 0.00052029027653126758 -0.00056243194010134037 -0.00030457023105038834 0.0015898174358798521 0.00073642631256827127 0.0020252823077354723 -0.0034610196790626187
leaf_weight=38843 268 29 116 43 22 44 36 20 31 26 32 27 350 16764 50 1015820 75494 1791 5635 2524 55863 25720 255 29070 9558 13850 12823 19588 884 308
leaf_count=38843 268 29 116 43 22 44 36 20 31 26 32 27 350 16764 50 1015820 75494 1791 5635 2524 55863 25720 255 29070 9558 13850 12823 19588 884 308
internal_value=6.17108e-07 -0.000373572 -0.00253908 -0.00340382 -0.00279417 -0.000272145 0.00322418 0.00560156 0.0034513 0.0135014 0.00639671 0.00910745 -0.00322997 -0.000324357 0.00519227 5.72577e-06 8.88037e-05 3.35493e-06 1.89583e-05 -0.000131818 -0.000309986 -0.000388073 0.00175368 0.000292065 0.000210505 0.000451801 0.000701407 0.000310545 -0.000725656 0.0012262
internal_weight=1.32588e+06 17858 799 683 640 17059 251 215 169 46 138 106 618 16808 79 1.30803e+06 292206 216712 214921 120259 84670 81583 3087 35589 94662 55819 41969 29146 6519 2832
internal_count=1325884 17858 799 683 640 17059 251 215 169 46 138 106 618 16808 79 1308026 292206 216712 214921 120259 84670 81583 3087 35589 94662 55819 41969 29146 6519 2832
cat_boundaries=0 1 2
cat_threshold=640 2690
is_linear=0
shrinkage=0.05


Tree=425
num_leaves=31
num_cat=0
split_feature=11 77 39 107 103 93 68 53 24 92 32 101 78 58 13 12 56 14 85 84 89 87 92 58 62 12 104 92 30 65
split_gain=1.07089 2.89033 3.42977 3.30542 3.95185 2.80789 2.64772 2.24015 3.39434 3.10543 3.60949 3.428 3.17266 3.79691 2.74634 2.3779 2.23727 2.41666 2.17461 2.69937 2.54469 2.08205 2.00166 2.47087 1.92019 1.88578 2.55255 1.87567 1.91854 3.22893
threshold=0.55000001192092907 9.7449998855590838 20.94999980926514 -0.43713106215000147 -0.16135568171739575 -0.56567168235778797 337.39057922363287 0.66500002145767223 327.50000000000006 0.76929250359535228 11.84999990463257 0.16135676205158236 22.755000114440922 250.13922882080081 1.794999957084656 1.5349999666213991 201.81989288330081 1.825000047683716 0.88456475734710704 0.84275162220001232 -0.5898037552833556 0.88983914256095897 0.76001441478729259 200.4320983886719 0.30512146651744848 1.4249999523162844 -0.79805076122283924 0.94502282142639171 1013.0499877929689 1.6749999523162844
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 22 6 -5 8 9 11 -11 14 13 -12 -6 -13 17 -7 19 -17 -21 -14 25 -24 -15 26 -3 28 29 -9
right_child=-2 2 -4 5 7 16 -8 27 -10 10 12 15 21 24 -16 18 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.8692787768674256e-05 -8.5262654772223038e-06 0.020446154858089156 0.013827109897043555 -0.0060405893228087024 0.023658231880377842 0.0090792851670729851 0.012633209800696932 -0.0089907919342260608 0.016383626347870883 -0.0065991878095600339 -0.0037762180242377021 -0.011998036843512885 0.029945133152176385 0.0060298245562159505 0.00041241532502075035 -0.011087981029413642 0.00046610490232483942 -0.0089360166560427459 -0.0028666595880635802 0.013146172007074273 0.00010278083803788038 0.012063972437938835 0.020257599046453835 0.0033502459149569912 0.026941809466197376 0.0025495374431363884 0.0029851194000802936 -0.0028100996814264686 0.0010065357269117459 -0.00011036861618458519
leaf_weight=35105 1273446 36 50 373 27 22 20 106 47 36 54 44 27 23 24 24 1153 121 239 79 71 41 40 47 21 913 50 397 10251 2981
leaf_count=35105 1273446 36 50 373 27 22 20 106 47 36 54 44 27 23 24 24 1153 121 239 79 71 41 40 47 21 913 50 397 10251 2981
internal_value=5.90866e-07 0.000222066 0.000750676 0.000712811 0.0009406 -0.00138814 -0.00509027 0.000722596 0.00337055 0.00250912 0.00775306 0.000423934 0.0108656 0.00510763 0.012719 -0.000948166 -0.000265505 -0.00616443 0.00022906 0.00448123 0.0069723 0.0191638 0.00384973 0.0111237 0.0160105 0.00321626 0.0102944 0.000576655 0.00067746 -0.000415301
internal_weight=1.32587e+06 52422 17317 17267 15578 1689 393 14492 757 710 202 508 166 98 51 457 1296 143 413 174 150 68 1086 87 44 999 86 13735 13338 3087
internal_count=1325868 52422 17317 17267 15578 1689 393 14492 757 710 202 508 166 98 51 457 1296 143 413 174 150 68 1086 87 44 999 86 13735 13338 3087
is_linear=0
shrinkage=0.05


Tree=426
num_leaves=31
num_cat=1
split_feature=11 39 116 136 69 33 93 79 59 81 85 35 30 38 64 20 55 58 107 53 58 93 93 76 52 53 31 65 90 12
split_gain=0.966475 2.75804 3.06504 2.83139 3.72298 2.7053 2.6022 2.4635 2.18246 2.26391 2.47095 2.30918 2.08258 3.10516 1.97178 1.93089 3.11551 1.99822 3.82779 2.01138 2.05304 2.16813 1.91941 2.26109 2.81692 2.13608 2.08545 1.94516 2.75822 2.58179
threshold=0.55000001192092907 20.550000190734867 0.71322327852249157 0 324.73486328125006 12.449999809265138 -0.73663929104804982 6.7650001049041757 135.92309570312503 309.78849792480474 0.89697209000587474 15.449999809265138 1013.8500061035157 21.150000572204593 7.9849998950958261 5.1349999904632577 9.7650003433227557 300.64614868164068 -0.53934237360954274 1.3849999904632571 323.64239501953131 0.16850107163190844 -0.73663929104804982 15.614999771118166 0.10500000044703485 0.14500000327825549 1013.3500061035157 10.864999771118166 -0.9947960078716277 3.0149999856948857
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 5 -1 -6 -7 -9 -10 11 -11 14 -14 -3 16 17 -5 19 20 21 -19 25 -24 -25 -17 -26 29 -29 -27
right_child=-2 2 -4 15 6 7 -8 8 9 10 -12 -13 13 -15 -16 22 -18 18 -20 -21 -22 -23 23 24 26 27 -28 28 -30 -31
leaf_value=-0.0012461657134411927 -8.0999524918432409e-06 0.0049681637778855852 0.014534219371557425 0.00091443696551166565 0.0061728020291775473 0.00022033334098253899 0.027279329640061963 -0.0072314943703531758 0.0017344819268305342 0.0087056362295047721 -0.002946925171161607 -0.0060747321828135423 -0.0092542213343709805 0.0027273202957469041 0.021437840828938143 0.012248765715048649 0.020813021354288572 0.027676553704908919 0.025512139053772327 -0.0030551792881809751 0.00069887932199476799 0.0060760019544082201 -1.562811706608735e-05 0.0081621717576071569 -0.00051028883817230588 -0.00042503547099283782 0.0012902217174442004 0.0084731305466795512 -0.0029705187768959591 0.017564311558380726
leaf_weight=623 1273446 135 59 1690 40 641 23 40 383 470 59 28 69 250 21 32 21 21 23 65 44 26 30881 132 2212 7232 5892 55 1235 20
leaf_count=623 1273446 135 59 1690 40 641 23 40 383 470 59 28 69 250 21 32 21 21 23 65 44 26 30881 132 2212 7232 5892 55 1235 20
internal_value=5.61322e-07 0.000210963 0.00378596 0.000174171 0.00188258 0.00155419 0.0138784 0.00263046 0.00420687 0.00469361 0.00672834 0.00787461 0.00245092 0.000135702 0.00718524 9.42801e-05 0.00166169 0.00144651 0.00646998 0.00366249 0.00846082 0.0157273 3.21831e-05 0.000180689 0.000916784 -0.000645344 0.000798769 -0.000693648 -0.00248261 -0.000375423
internal_weight=1.32587e+06 52422 534 51888 2307 2244 63 1621 980 940 557 498 475 319 156 49581 1890 1869 179 156 91 47 47691 39117 8236 8574 8104 8542 1290 7252
internal_count=1325868 52422 534 51888 2307 2244 63 1621 980 940 557 498 475 319 156 49581 1890 1869 179 156 91 47 47691 39117 8236 8574 8104 8542 1290 7252
cat_boundaries=0 1
cat_threshold=516
is_linear=0
shrinkage=0.05


Tree=427
num_leaves=31
num_cat=1
split_feature=22 93 136 119 125 4 75 56 26 71 31 21 69 95 112 120 3 52 120 53 21 8 135 61 8 8 127 17 25 90
split_gain=0.921563 2.42464 3.54102 2.73584 2.68635 2.74024 2.63478 2.65075 2.82049 3.30116 3.03392 2.90386 2.71763 3.14078 2.53594 3.53491 3.03449 2.51214 3.37405 4.43941 6.7784 3.37274 2.58691 2.53245 2.41793 2.39496 2.49036 3.21213 2.54956 2.37207
threshold=6.2550001144409189 -0.92936983704566944 0 0.71322327852249157 0.93038213253021251 12.250000000000002 0.79555144906044017 227.74961853027347 264.50000000000006 203.47697448730472 1024.9500122070315 5.1649999618530282 325.87423706054693 0.34216620028018957 -0.99901017546653736 -0.82409480214118946 291.50000000000006 1.4450000524520876 0.31729258596897131 0.18500000238418582 5.6349999904632577 3.2500000000000004 1019.3500061035157 0.40835478901863104 9.6500000953674334 6.5499999523162851 -0.07845610752701758 10.405000209808351 254.50000000000003 -0.56137898564338673
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 17 14 11 12 -10 -11 -14 15 16 -9 18 23 20 -20 -21 -19 -4 25 26 -23 28 -28 -15
right_child=-2 -3 6 -5 -6 -7 -8 8 9 10 -12 -13 13 29 -16 -17 -18 22 19 21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00019620403921009937 3.1544458610000617e-05 -2.1187223014089379e-05 -0.0033185798289778082 0.0016283291853400634 -0.0027096637732854424 -0.0046937106195029483 -0.0033021639720132371 0.025845986939463262 -0.012718919871164667 -0.00053592410118615474 0.018363146308216862 -0.0025214613598382131 0.0017906209153333704 0.027200768830254674 0.0011879093282986582 -9.4858842985287537e-05 0.0053086515888571741 -0.0006728694525201549 0.0023681981430854651 -0.0041185364989759386 0.035884088362482462 -0.0032066024664033962 0.017324393885210159 -0.00031390205940087248 -0.007667016493640124 0.010741509229287897 0.02434124415023969 -0.0036230613226328639 0.006565670079241197 0.0054197037136182189
leaf_weight=11233 853503 432668 3013 2660 939 294 1009 37 93 3988 22 280 146 25 2012 67 35 12020 48 328 22 143 20 914 52 95 26 61 90 25
leaf_count=11233 853503 432668 3013 2660 939 294 1009 37 93 3988 22 280 146 25 2012 67 35 12020 48 328 22 143 20 914 52 95 26 61 90 25
internal_value=5.33256e-07 -5.55e-05 -0.000429484 0.000172502 -0.000138005 7.14851e-05 -0.000799814 -0.000692995 0.000145709 -0.000555842 -0.000156047 -0.00506399 -0.000253423 0.0054946 0.00163915 0.00817085 0.0158626 -0.00102834 -0.00199657 0.000830328 0.0129018 -0.000232566 -0.000642974 -0.00261925 0.00249677 0.0037703 0.00170072 0.0056654 0.0105499 0.0163102
internal_weight=1.32587e+06 472365 39697 15126 12466 11527 24571 23562 6730 4579 4206 373 4184 196 2151 139 72 16832 4792 865 70 795 12040 3927 467 415 320 177 116 50
internal_count=1325868 472365 39697 15126 12466 11527 24571 23562 6730 4579 4206 373 4184 196 2151 139 72 16832 4792 865 70 795 12040 3927 467 415 320 177 116 50
cat_boundaries=0 1
cat_threshold=596
is_linear=0
shrinkage=0.05


Tree=428
num_leaves=31
num_cat=1
split_feature=11 39 24 136 69 92 84 99 23 28 93 32 85 59 114 20 74 34 15 73 58 27 89 20 66 61 112 59 54 69
split_gain=0.877477 2.49822 2.76847 2.53382 3.35519 2.6804 2.3588 2.79123 2.40881 2.61579 2.35381 2.18318 2.08475 2.06234 2.01463 1.80117 2.78809 2.46763 2.08585 2.51562 1.75013 1.7408 1.71133 1.64948 2.41441 3.99182 3.24123 2.63569 2.31605 2.14379
threshold=0.55000001192092907 20.550000190734867 315.50000000000006 0 324.73486328125006 -0.99363949894905079 0.85883107781410228 -0.78572106361389149 5.805000066757203 1016.7500000000001 -0.73663929104804982 12.750000000000002 0.88648393750190746 304.80293273925787 -0.78257837891578663 6.4649999141693124 0.44439785182476049 13.150000095367433 1.8149999976158144 0.38585786521434789 213.93018341064456 325.50000000000006 -0.96587193012237538 5.1349999904632577 2.3549998998641972 0.26819320023059851 -0.58068084716796864 275.75311279296881 0.69499999284744274 249.1774597167969
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 15 20 13 9 -9 -6 14 -13 -8 -10 16 17 -5 -19 -20 21 -1 -17 24 -7 26 -26 -28 -27 -30
right_child=-2 2 -4 5 10 23 7 8 11 -11 -12 12 -14 -15 -16 22 -18 18 19 -21 -22 -23 -24 -25 25 28 27 -29 29 -31
leaf_value=0.0011745329035176061 -7.7462623253508659e-06 0.002334617868659399 0.013818476926061815 0.013106536635142916 0.0058413539873436102 0.00055088170536608382 0.0057686560814948504 -0.0083286436823268514 0.012190474574030802 0.0081658244869040868 0.025915276162002399 0.011111010505339585 -0.00065292383609502993 0.021525918688117106 -0.0044498992029444453 -0.013520275386205564 -0.0059736424114500055 -0.0041505516919310348 -0.0042735545641996641 0.019133897185868897 -0.0019404990815616787 0.012261271177841402 2.955480012679798e-05 9.8959647542637321e-05 0.0048277961974013224 0.013594447413641143 0.033847669139504433 0.010031611117578689 -0.011095869184866774 0.0023374341895411057
leaf_weight=822 1273446 475 59 34 40 1310 370 107 22 31 23 111 57 22 105 24 482 159 22 24 560 37 802 46257 49 41 26 21 33 297
leaf_count=822 1273446 475 59 34 40 1310 370 107 22 31 23 111 57 22 105 24 482 159 22 24 560 37 802 46257 49 41 26 21 33 297
internal_value=5.06593e-07 0.000200987 0.00360343 0.000165971 0.00178212 9.03939e-05 0.00147035 0.00359637 0.000829174 -0.00462336 0.0131699 0.00337985 0.00711968 0.00665299 -0.00156731 -0.00195811 -0.00378421 0.000631296 -0.00143777 0.00793903 0.000234287 0.00165208 -0.000364145 0.000156388 0.00165129 0.0047381 0.0138257 0.0232065 0.00238659 0.000994104
internal_weight=1.32587e+06 52422 534 51888 2307 49581 2244 825 433 138 63 295 168 392 127 1547 721 239 205 46 1419 859 826 48034 1777 467 96 47 371 330
internal_count=1325868 52422 534 51888 2307 49581 2244 825 433 138 63 295 168 392 127 1547 721 239 205 46 1419 859 826 48034 1777 467 96 47 371 330
cat_boundaries=0 1
cat_threshold=516
is_linear=0
shrinkage=0.05


Tree=429
num_leaves=31
num_cat=2
split_feature=23 75 90 30 31 136 10 106 87 60 124 86 114 63 85 39 32 75 61 97 78 107 76 136 22 91 120 9 59 55
split_gain=0.843951 2.11738 2.75246 2.10961 3.34256 2.80652 2.58666 2.25246 2.24732 2.22735 2.43856 2.9072 2.87365 2.12456 2.10572 2.08507 1.98879 2.32734 1.85625 2.18498 2.85134 1.81756 1.77211 3.01687 2.51835 2.26023 2.1814 2.06612 2.10885 2.89432
threshold=5.4449999332427987 0.6433376967906953 -0.76083487272262562 1010.2500000000001 1014.7500000000001 0 16.349999427795414 -0.95490518212318409 0.90980368852615368 0.53215849399566661 0.99535831809043895 0.81648501753807079 -0.23343648016452787 0.53967767953872692 0.84911310672760021 20.349999427795414 12.84999990463257 0.69407832622528087 0.44706968963146215 -0.87665140628814686 7.2750000953674325 0.17726032435894015 19.064999580383304 1 5.0750000476837167 -0.9996872842311858 -0.11319890245795249 18.44999980926514 167.10212707519534 3.8349999189376835
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 22 15 7 5 6 -5 14 -7 10 21 -12 -13 16 -4 -3 -10 -18 19 20 -19 -6 -1 26 25 -25 -24 28 29 -27
right_child=-2 2 3 4 9 8 -8 -9 13 -11 11 12 -14 -15 -16 -17 17 18 -20 -21 -22 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=-4.7393646479647054e-07 1.7180885238779359e-05 -0.00014004304102697775 0.0070637045490730098 0.0024051096848173377 -0.0031092009732816696 -0.0014976600389674096 0.020630563907325268 -0.0022788734432931789 -0.0065600333188194776 0.00029444388055342632 0.019914538573357277 -0.0058792725808490993 0.013021607473492623 0.013700205673713509 -0.010033079329468066 0.014316578790545466 -0.0044574152102489694 0.0059127221226083996 -0.0016107054346281549 -0.0024776727176056461 0.023903969028033319 0.012019343236461283 0.0066079362599096693 0.010288993928891918 -0.00039887015609193718 -0.0069856236758250589 0.0002266156774537191 0.0094047629148573501 -0.0018986415215817315 0.012560672983527183
leaf_weight=167415 1128159 10715 20 732 2709 1610 20 653 60 796 24 61 30 41 181 25 63 49 46 26 40 20 240 36 9200 357 303 37 2180 20
leaf_count=167415 1128159 10715 20 732 2709 1610 20 653 60 796 24 61 30 41 181 25 63 49 46 26 40 20 240 36 9200 357 303 37 2180 20
internal_value=4.81263e-07 -9.48094e-05 -0.000613079 -0.00137089 -0.00105603 0.00028157 0.0028519 -0.00370353 -0.000728315 -0.00204343 -0.00269778 0.00443445 0.000351787 0.00306049 -0.00833191 -0.000106392 0.00152448 0.00368997 0.00687808 0.0102736 0.0139987 -0.00299833 -4.31491e-05 -0.000620573 -0.000788253 -0.00215335 0.00299199 -0.00232603 -0.00249577 -0.00594868
internal_weight=1.32587e+06 197709 17921 7181 6327 2687 752 854 1935 3640 2844 115 91 325 201 10740 284 224 161 115 89 2729 179788 12373 11830 2630 543 2594 2557 377
internal_count=1325868 197709 17921 7181 6327 2687 752 854 1935 3640 2844 115 91 325 201 10740 284 224 161 115 89 2729 179788 12373 11830 2630 543 2594 2557 377
cat_boundaries=0 1 2
cat_threshold=324 16
is_linear=0
shrinkage=0.05


Tree=430
num_leaves=31
num_cat=0
split_feature=88 77 122 34 17 20 108 106 97 21 86 20 62 1 60 57 52 43 35 93 54 14 3 67 58 97 74 63 61 85
split_gain=0.956791 3.1832 3.07517 3.6672 2.84978 2.97161 2.52328 2.37694 3.09509 3.14038 4.26562 3.76031 3.85274 3.33293 3.27985 3.11324 3.10659 3.08135 3.16248 3.76685 3.2523 2.56956 2.51761 2.36612 3.73195 2.3587 3.77629 2.42044 2.35168 2.24258
threshold=0.79524496197700512 14.835000038146974 -0.92384436726570118 14.250000000000002 6.9049999713897714 7.3250000476837167 0.95281833410263073 -0.74929401278495777 -0.65203753113746632 6.2550001144409189 0.87903782725334179 5.4049999713897714 0.29102715849876409 314.50000000000006 0.31507456302642828 215.34795379638675 1.5549999475479128 6.1499998569488534 12.84999990463257 0.68422207236289989 0.83499997854232799 2.4550000429153447 252.50000000000003 28.474999427795414 288.51470947265631 -0.30955985188484186 0.45848608016967779 0.27437928318977362 0.2773499339818955 0.88909184932708751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 25 23 8 9 10 11 -3 15 -14 -11 -13 22 -9 20 -20 28 -16 -12 29 -25 26 -6 -28 -19 -4
right_child=1 7 6 4 5 -7 -8 17 -10 14 16 12 13 -15 21 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=2.8293947000266585e-06 -0.0046109137348365045 -0.0018342064511081256 -0.0026087083683806363 -0.002156445532455109 0.024637001178836309 -0.0069558939486742029 -0.012400237702919792 -0.0011134731421671114 0.019569788196434578 -0.0065247922514099629 0.0088765357367017062 0.014072928882457994 0.020390644523286029 -0.0020916494203608157 -0.0012736101500475062 0.040112770876536773 0.012331178059067692 0.010361627107486129 -0.0068703131287798499 0.017196848110428879 0.0049492339806583453 0.022564780171960591 -0.010730510273060646 -0.0018270103235703871 0.024177667461018165 -0.0036843403380110184 0.018751307985803579 0.0016216228966970511 0.03460870709270239 0.0038316753579766029
leaf_weight=1320883 125 37 2467 80 52 25 60 1151 30 125 22 22 32 34 26 24 33 20 72 21 78 20 64 37 22 22 32 58 20 143
leaf_count=1320883 125 37 2467 80 52 25 60 1151 30 125 22 22 32 34 26 24 33 20 72 21 78 20 64 37 22 22 32 58 20 143
internal_value=2.28161e-07 -0.000693338 -0.00166381 0.00246545 0.00575372 0.00910194 -0.00225997 0.000961921 0.00403191 0.0029701 0.0063481 0.0119854 0.0165509 0.00880886 -0.00232408 0.0276589 -0.00071042 -9.52198e-05 0.00545933 -0.00143579 0.0108936 0.00909091 -0.00571475 -0.00203201 0.00786965 0.0115498 0.01391 0.00771218 0.0224852 -0.00225584
internal_weight=1.32584e+06 4954 3123 394 269 189 2729 1831 469 439 268 149 112 66 171 46 119 1362 211 93 118 46 86 2669 59 164 142 90 40 2610
internal_count=1325837 4954 3123 394 269 189 2729 1831 469 439 268 149 112 66 171 46 119 1362 211 93 118 46 86 2669 59 164 142 90 40 2610
is_linear=0
shrinkage=0.05


Tree=431
num_leaves=31
num_cat=0
split_feature=78 10 84 60 31 12 65 101 121 105 92 82 52 0 110 36 106 36 98 74 110 123 52 120 39 52 81 31 38 79
split_gain=0.907631 2.26277 2.1653 4.06725 3.00272 3.56884 3.13435 2.5321 2.50876 3.84211 2.62732 2.48462 2.46282 2.47325 3.33551 2.73632 2.64443 2.44739 2.31233 2.29631 2.28559 2.26701 2.64183 3.49996 3.59138 3.45185 3.13153 3.23815 2.94976 3.68559
threshold=12.414999961853029 2.2500000000000004 0.85429599881172191 0.40685121715068823 1015.6499938964845 2.0649999380111699 22.964999198913578 0.5928199589252473 0.1650413200259209 1.0000000180025095e-35 0.76929250359535228 339.30253601074224 0.064999999478459372 224.50000000000003 -0.17204068601131436 16.349999427795414 -0.99886861443519581 13.150000095367433 -0.75322571396827687 0.46728976070880895 -0.037773704156279557 -0.97625884413719166 0.10500000044703485 -0.8338540494441985 17.750000000000004 2.554999947547913 272.29843139648443 1007.3500061035157 17.050000190734867 7.6050000190734872
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 11 -8 9 -6 18 21 13 -5 15 17 20 -15 19 -10 -16 -4 26 24 28 -26 27 -23 -24 -30
right_child=1 -3 3 12 8 -7 7 -9 10 -11 -12 -13 -14 14 16 -17 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=4.7194796079901228e-06 0.00060994263817988007 4.2889512509028267e-05 -0.0014777654190330435 -0.0018448484479983704 -0.0010696189932474544 -0.0023308625236839321 0.024523561634123326 0.0039705756695029588 0.0020247824268759969 0.013901136095938816 0.0050055189015365195 -0.0096924256482024632 -5.6090876226364103e-05 -0.00265916264615953 0.021285107832712435 0.0017212711095091809 0.00041556210644165488 0.016396170797122418 -0.0082610419019125397 -0.0041366115701891712 0.0048949302303639645 0.021333498810924105 -0.0012766636438618995 0.00024011845073179262 -0.0054913993747005329 0.0014353773741079393 -0.0010560071805769237 0.0024531312015663785 -0.00029603409519937039 0.009204508856594287
leaf_weight=964203 19058 228819 2685 327 12891 1987 22 47 192 43 87 68 74685 20 24 83 742 107 250 712 187 23 2192 12286 825 230 803 1801 276 162
leaf_count=964203 19058 228819 2685 327 12891 1987 22 47 192 43 87 68 74685 20 24 83 742 107 250 712 187 23 2192 12286 825 230 803 1801 276 162
internal_value=2.16753e-07 8.64873e-05 -1.96212e-05 -0.000225932 -0.000651577 -0.00030378 -0.00011574 0.0105237 -0.00122589 -0.00101985 -0.00337332 -0.000150124 -1.59343e-05 0.00199688 0.00307705 0.0087813 0.00182009 0.0133953 -0.004005 -0.002828 0.00675922 -0.000119636 7.64379e-05 -0.000165249 -0.00151677 -0.0039813 0.00154579 0.00269121 -0.000528145 0.00321787
internal_weight=1.32584e+06 247877 1.07796e+06 113757 37582 23407 21420 69 14175 12934 1241 21351 76175 1490 1163 210 953 127 1154 904 211 21283 18598 15971 3685 1055 2627 1824 2630 438
internal_count=1325837 247877 1077960 113757 37582 23407 21420 69 14175 12934 1241 21351 76175 1490 1163 210 953 127 1154 904 211 21283 18598 15971 3685 1055 2627 1824 2630 438
is_linear=0
shrinkage=0.05


Tree=432
num_leaves=31
num_cat=0
split_feature=15 105 58 114 41 126 4 35 117 105 85 127 57 4 79 123 116 67 127 5 104 96 122 63 33 32 63 90 20 72
split_gain=0.892159 2.86994 1.79562 3.09748 3.24578 2.38263 2.12687 2.72939 2.71656 2.40969 2.12194 2.11961 2.52243 1.92216 1.76165 1.84121 2.07024 3.5717 1.79732 2.29953 2.34406 2.4114 2.13065 1.85423 1.90223 1.83459 2.69659 2.45221 2.12088 2.73546
threshold=0.63499999046325695 -0.93412700295448292 176.98012542724612 -0.99901017546653736 15.750000000000002 -0.98321744799613942 1.6500000357627871 15.84999990463257 -0.21643137186765668 -0.99868130683898915 0.71994751691818248 -0.13052122294902799 227.71772003173831 2.6499999761581425 2.5849999189376835 -0.94260558485984791 0.47714059054851538 0.80500000715255748 -0.78257837891578663 0.55000001192092907 -0.9908446967601775 -0.92782872915267933 0.90255093574523937 0.40907724201679235 18.94999980926514 16.550000190734867 0.2908493578433991 -0.99858680367469776 4.4249999523162851 0.3345715999603272
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 6 10 7 8 -5 -8 13 -1 -13 -4 15 16 -7 -18 22 20 21 -20 -17 25 -25 26 28 -28 29 -21
right_child=-2 -3 5 4 -6 14 9 -9 -10 -11 -12 12 -14 -15 -16 18 17 -19 19 23 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.002774088157386315 5.3837131634761107e-06 4.1695746790966881e-05 0.022058740303177258 -0.0032174319492751791 0.013744037737099766 -0.00019607027868232072 0.00014045140221714974 -0.0079571488574865911 0.016274561145557805 -0.0076014463539229851 0.00065399970572311867 0.0227512046729249 -0.00067657823674380788 0.0031399634974077343 0.0099339783165810838 -0.0001259748371232876 -0.0011202770662871568 0.022797171066135723 0.026319262173492466 0.023954320795310197 -0.0027839200343522763 0.0032261604302150845 0.012787327579880024 -0.0013671091503771316 0.010704003201852389 -0.0063071561355762034 0.0080004203230297829 -0.0054306019417660794 -0.0011506184465773948 0.0022526362489135761
leaf_weight=41 1305039 14972 29 33 24 1645 125 49 39 513 86 27 20 25 36 528 37 27 20 20 45 26 34 814 34 494 36 607 359 53
leaf_count=41 1305039 14972 29 33 24 1645 125 49 39 513 86 27 20 25 36 528 37 27 20 20 45 26 34 814 34 494 36 607 359 53
internal_value=2.05915e-07 -0.000324692 -0.00126626 -0.00335991 -0.00435951 -0.00089823 -0.00493195 0.00114572 0.00734073 -0.00608462 0.00553176 0.00553424 0.0127819 0.0133 -0.00108519 -0.00116819 0.000147184 0.0089699 -0.00190044 -0.00247312 0.00532955 0.0132666 0.000655257 -0.00276689 -0.000883126 -0.00378502 -0.00262601 -0.00467863 0.000429176 0.0081983
internal_weight=1.32584e+06 20798 5826 871 783 4955 759 121 72 638 140 88 47 54 4815 4779 1709 64 3070 2508 91 46 562 2417 848 1569 1075 643 432 73
internal_count=1325837 20798 5826 871 783 4955 759 121 72 638 140 88 47 54 4815 4779 1709 64 3070 2508 91 46 562 2417 848 1569 1075 643 432 73
is_linear=0
shrinkage=0.05


Tree=433
num_leaves=31
num_cat=1
split_feature=88 121 73 10 22 85 12 93 72 123 123 32 91 17 127 136 83 79 7 122 85 63 38 57 28 52 122 87 73 63
split_gain=0.855455 2.78153 2.49792 3.51875 5.01814 2.15226 2.4802 2.00859 4.30255 2.0528 1.94136 1.84653 2.13176 4.07763 4.07907 3.65589 3.12982 3.12851 2.91133 2.89291 3.85275 2.94694 2.89215 2.58906 3.21217 2.55892 2.44816 3.51051 2.95842 2.85591
threshold=0.79524496197700512 0.99687939882278453 0.29924038052558904 7.7500000000000009 5.3750000000000009 0.76626354455947887 1.1749999523162844 0.99539023637771618 0.67624914646148693 -0.061046212911605828 -0.44618082046508784 17.050000190734867 -0.63588503003120411 8.0099999904632586 -0.8338540494441985 0 330.46519470214849 23.105000495910648 9.6500000953674334 0.0087262028828263907 0.79940623044967662 0.23753503710031512 17.44999980926514 221.92459106445315 1018.3500061035157 1.4049999713897707 -0.66259482502937306 0.82329276204109203 0.51061668992042553 0.28569196164608007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 11 10 -10 -9 12 13 14 -4 16 19 -18 -19 20 -16 -22 -17 24 -15 -26 28 -28 -23 -29
right_child=1 -3 7 -5 -6 6 -8 8 9 -11 -12 -13 -14 23 15 22 17 18 -20 -21 21 26 -24 -25 25 -27 27 29 -30 -31
leaf_value=2.6552465690654857e-06 0.016173919760040009 -0.011735865382278074 -0.010969950004784 -0.011472328630520306 -0.0084400113418814735 -0.0087026640021752918 0.011298133312694488 0.0061485268032321566 0.022272200732259079 0.0032571308484131639 -0.0092565539953580432 -0.0034696392819783756 -0.0012787914809254453 0.0043974843951199499 0.027855723450722344 -0.0026560646841340824 -0.0074296063758553035 0.024169790518935769 0.0002560032079262393 0.00017634887869159382 0.022275556365493686 -0.01099760655426618 0.015091652845820556 -0.0023092777688136614 -0.011946657155790637 0.0044000616786667168 -0.00023599662615553195 0.0007581336018831834 0.0087122819627014313 0.020695411666046559
leaf_weight=1320883 40 56 43 122 105 31 31 39 40 22 43 445 1909 380 33 196 62 20 35 66 40 33 26 840 62 39 46 23 45 82
leaf_count=1320883 40 56 43 122 105 31 31 39 40 22 43 445 1909 380 33 196 62 20 35 66 40 33 26 840 62 39 46 23 45 82
internal_value=1.9562e-07 -0.000655614 -0.000528931 -0.00473681 -0.000767077 0.00713153 0.00129773 -0.000225934 0.00558546 0.0155249 -0.00192975 -0.00041505 -7.35198e-05 0.00103747 0.00398192 0.0048913 0.00724517 0.000271114 0.00895193 0.00965934 0.0117318 0.00975375 -0.000552611 -0.000634246 0.00229096 -0.00563456 0.00756654 0.0112822 0.000373483 0.0163282
internal_weight=1.32584e+06 4954 4898 329 207 102 62 4569 144 62 82 4425 3980 2071 750 707 485 117 55 368 302 269 222 1321 481 101 229 151 78 105
internal_count=1325837 4954 4898 329 207 102 62 4569 144 62 82 4425 3980 2071 750 707 485 117 55 368 302 269 222 1321 481 101 229 151 78 105
cat_boundaries=0 1
cat_threshold=2514
is_linear=0
shrinkage=0.05


Tree=434
num_leaves=31
num_cat=0
split_feature=77 39 32 38 12 39 90 111 78 125 90 67 69 95 67 85 57 86 74 61 31 37 30 15 87 60 13 111 113 8
split_gain=0.832561 2.45283 2.82427 2.39949 4.16294 3.51573 4.28117 4.2877 2.99549 2.57076 2.82844 2.91445 2.8114 2.65743 2.8225 2.46943 2.43503 2.55091 2.39365 2.33735 2.92792 3.00288 2.60719 2.55956 3.614 2.28218 2.25849 2.42224 3.2175 2.2548
threshold=5.2449998855590829 22.050000190734867 20.150000572204593 17.150000572204593 1.6150000095367434 17.750000000000004 -0.91055253148078907 -0.035465443506836884 24.57499980926514 -0.89490029215812672 0.26372097432613378 1.2050000429153445 261.32522583007818 0.016354206949472431 2.2949999570846562 0.82067501544952404 137.69860839843753 0.81566929817199718 0.2819627076387406 0.36665372550487524 1017.6499938964845 17.250000000000004 1013.4500122070314 1.2549999952316286 0.88046070933341991 0.23763708770275119 1.5950000286102297 0.017449310980737213 -0.99535831809043873 4.8500001430511483
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 19 15 29 -11 12 -12 14 -13 16 17 -7 -3 20 21 22 25 -23 -25 -8 27 -20 -29 -9
right_child=1 18 -4 4 -6 8 7 9 -10 10 11 13 -14 -15 -16 -17 -18 -19 26 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.921295707677437e-05 2.5690209446743074e-05 0.015594096853103685 -0.0026523428544244689 -0.00021240897362510348 -4.9155298653769005e-05 -0.014579954286387496 0.010082302883267403 0.0055957644390097518 0.019948878703871742 0.0015659284858465248 0.005292465001344681 -0.0026958590680309993 0.027995401858352129 -0.012341140179584424 0.013703131715838727 0.00019868245205407001 0.0026487084995852912 0.0027448275511796102 0.001684851215741088 0.0034724497567723564 0.025455042794679424 0.0019073913678188217 0.0032443958852026197 0.022037937057875965 -0.0036888327635824685 0.029533811340010482 -0.0048829249526620737 0.027090296147229232 0.0060365555159584148 0.023224101620368087
leaf_weight=855078 438998 38 965 1137 16524 43 25 60 20 2003 25 44 30 21 65 7947 1730 42 278 235 28 154 27 43 20 38 84 23 86 26
leaf_count=855078 438998 38 965 1137 16524 43 25 60 20 2003 25 44 30 21 65 7947 1730 42 278 235 28 154 27 43 20 38 84 23 86 26
internal_value=1.85839e-07 5.35853e-05 4.98304e-05 5.53869e-05 0.000485829 0.00112814 0.00238081 0.00341755 0.000618331 0.00244557 0.00211227 0.00802754 0.0176759 0.00394555 0.00708336 0.000578728 0.00224276 -0.00601947 0.00352263 0.00729526 0.00997694 0.00856526 0.0162438 0.00538061 0.0138707 0.021815 0.00254871 0.00416178 0.0104791 0.0109253
internal_weight=1.32584e+06 470759 470250 469285 30287 13763 3981 2844 9782 2274 2188 185 55 130 109 9762 1815 85 509 570 335 307 90 217 63 63 471 387 109 86
internal_count=1325837 470759 470250 469285 30287 13763 3981 2844 9782 2274 2188 185 55 130 109 9762 1815 85 509 570 335 307 90 217 63 63 471 387 109 86
is_linear=0
shrinkage=0.05


Tree=435
num_leaves=31
num_cat=2
split_feature=91 39 75 67 88 93 100 106 52 75 31 10 90 93 5 31 61 118 127 56 136 60 136 58 33 60 94 69 34 123
split_gain=1.51359 3.05464 3.60039 6.58226 2.68408 3.62342 4.4518 3.45699 3.36044 3.31173 2.99358 3.23366 3.7964 2.61212 3.29951 2.49411 2.35591 3.15901 3.12018 2.11975 2.11584 2.93119 2.10676 2.52796 3.02272 3.08068 2.04592 2.32186 2.32002 2.26967
threshold=0.79729056358337413 8.7500000000000018 0.55779385566711437 5.7850000858306894 -0.71459215879440297 0.201287716627121 0.62852907180786144 -0.99805879592895497 0.97500002384185802 0.54714620113372814 1018.5499877929689 4.3500001430511483 -0.97475281357765187 -0.78814637660980214 1.5500000119209292 1020.3500061035157 0.28564506769180303 -0.55191597342491139 0.85260769724845897 245.96796417236331 0 0.21268977969884875 1 292.64134216308599 12.949999809265138 0.28862248361110693 -0.58437058329582203 265.25949096679693 15.050000190734865 -0.97625884413719166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -3 11 13 -13 -8 -15 -12 17 -9 19 -19 -18 -22 23 26 -25 -26 29 28 -28 -6
right_child=1 4 3 -5 22 -7 10 16 -10 -11 15 12 -14 14 -16 -17 20 18 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-3.7679675331228296e-07 -0.0046158862328439052 0.028640868744502463 0.033803617556717389 -0.001109671813470346 0.017699282864729562 -0.0026372138523517857 -0.016116574111169783 0.02054450735449791 -0.0017424321091557679 0.0023740880237892274 0.02604792699584681 0.025612969592643472 0.0052085210848521017 0.017031012710437856 -0.009776512921477359 0.0053412778141836712 -0.0058221375509263356 0.0072361093877321668 0.011822700711261284 -0.0046589880157922601 0.018101241386362484 -0.0010296868214107573 -0.0029532117647920689 -0.0027868694312928712 0.031902542971074581 0.0053320798557251695 0.0098809248837146996 -0.0079186408845767099 -0.0057472552269852411 0.000715635664284924
leaf_weight=1321736 33 30 27 27 21 715 29 24 37 20 33 26 185 22 24 26 251 51 57 141 21 430 1947 32 20 24 47 157 48 311
leaf_count=1321736 33 30 27 27 21 715 29 24 37 20 33 26 185 22 24 26 251 51 57 141 21 430 1947 32 20 24 47 157 48 311
internal_value=-3.6007e-06 -0.000888391 0.00839554 0.016347 -0.00105919 0.000261137 0.001734 0.000130986 0.00968089 0.0181342 0.0066685 0.00455307 0.00772281 -0.00436446 0.00304448 0.016923 -0.00072116 0.0032201 0.00155027 -0.00149935 -0.00225387 -0.000135877 -0.00213389 0.000322981 0.0089058 0.0174096 -0.000788431 -0.00418528 0.00198458 0.0017899
internal_weight=1.32655e+06 4816 87 54 4729 2122 1407 1062 87 50 345 286 211 75 46 59 975 273 249 192 702 451 2607 660 76 44 584 252 95 332
internal_count=1326552 4816 87 54 4729 2122 1407 1062 87 50 345 286 211 75 46 59 975 273 249 192 702 451 2607 660 76 44 584 252 95 332
cat_boundaries=0 1 2
cat_threshold=4882 2566
is_linear=0
shrinkage=0.05


Tree=436
num_leaves=31
num_cat=1
split_feature=91 39 75 67 88 93 100 106 52 94 38 90 76 77 61 118 127 4 95 61 123 63 136 90 61 34 37 6 123 72
split_gain=1.36896 2.75739 3.30801 4.43238 2.42067 3.26688 4.02129 3.12182 3.0328 3.10752 2.81455 2.61909 2.63941 2.62374 2.12961 2.85101 2.81596 1.95033 2.06461 1.94659 2.50052 2.66075 2.04418 2.23361 2.29343 2.03036 2.94383 2.08809 3.30325 4.48562
threshold=0.79729056358337413 8.7500000000000018 0.491153433918953 5.7850000858306894 -0.71459215879440297 0.201287716627121 0.62852907180786144 -0.99805879592895497 0.97500002384185802 -0.43171310424804682 10.550000190734865 -0.88148528337478627 33.504999160766609 12.574999809265138 0.28564506769180303 -0.55191597342491139 0.85260769724845897 13.050000190734865 0.10103127360343934 0.4312990009784699 0.04361772537231446 0.2962563037872315 0 -0.99858680367469776 0.17182337492704394 12.150000095367433 11.250000000000002 1.9499999880790713 -0.50751903653144825 0.41950175166130071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -3 -8 13 -13 -12 15 -9 -17 19 -19 22 -21 -22 25 -24 -25 -6 -27 -28 29 -29
right_child=1 4 3 -5 17 -7 10 14 -10 -11 11 12 -14 -15 -16 16 -18 18 -20 20 21 -23 23 24 -26 26 27 28 -30 -31
leaf_value=-3.5795655493207474e-07 -0.0073781659379601478 0.032493880651891231 0.025908825788646939 -0.0010541886850087732 -0.0039077969207837763 -0.0025053531539295086 0.019993656260125781 0.019517281946415704 -0.0016553104666338582 0.007049827035516501 0.025274813006183616 0.0001750745788489565 0.017095328638186823 0.006243256928229874 -0.0021453239132534613 -0.0014243850426889065 0.01123156564692117 0.015568645502207802 -0.0026891953203206261 -0.0010664968031712553 0.019727960139896503 0.00091249899553423304 -0.017573362356051805 0.0052317074124715226 -0.0042777955116401782 0.017294702378030009 0.0072998310798592526 -0.0067727171776718227 -0.0064275240379612188 0.0064880210313389142
leaf_weight=1321736 25 20 35 27 364 715 34 24 37 30 27 203 26 55 702 192 57 32 30 242 34 42 30 67 1181 26 85 95 185 194
leaf_count=1321736 25 20 35 27 364 715 34 24 37 30 27 203 26 55 702 192 57 32 30 242 34 42 30 67 1181 26 85 95 185 194
internal_value=-3.42397e-06 -0.000844883 0.00797577 0.0141669 -0.00100716 0.000246708 0.00164523 0.000121696 0.00919685 0.0172274 0.00633508 0.00484186 0.00209615 0.0125097 -0.000688087 0.00305909 0.00147276 -0.00202776 0.00673421 -0.00224121 0.00141819 0.00932994 -0.00276375 -0.00405959 -0.00376727 -0.000965708 0.000848417 8.34734e-05 -0.0012106 0.00212895
internal_weight=1.32655e+06 4816 87 62 4729 2122 1407 1062 87 50 345 311 229 82 975 273 249 2607 62 2545 318 76 2227 1278 1248 949 585 559 474 289
internal_count=1326552 4816 87 62 4729 2122 1407 1062 87 50 345 311 229 82 975 273 249 2607 62 2545 318 76 2227 1278 1248 949 585 559 474 289
cat_boundaries=0 1
cat_threshold=2758
is_linear=0
shrinkage=0.05


Tree=437
num_leaves=31
num_cat=0
split_feature=91 39 75 67 58 66 62 6 72 1 111 18 78 90 67 82 55 53 86 87 58 29 60 38 26 93 96 35 98 122
split_gain=1.23549 2.48854 3.06069 5.46739 2.01042 2.94776 2.77164 2.29518 2.19811 2.75563 2.55434 2.05083 4.6192 3.41346 3.14005 2.35012 3.96622 2.90741 2.4872 3.49352 2.34584 2.24395 2.11154 2.13285 2.04677 2.59906 2.02166 3.14373 2.8127 2.46969
threshold=0.79729056358337413 8.7500000000000018 0.55779385566711437 5.7850000858306894 176.98012542724612 0.16499999910593036 0.48110309243202215 4.8500001430511483 0.57240483164787304 6.5000000000000009 0.86335730552673351 8.7100000381469744 5.7149999141693124 -0.94806474447250355 1.5149999856948855 335.15728759765631 0.30500000715255743 1.8550000190734866 0.8653489649295808 0.87810799479484569 321.86282348632818 1006.1499938964845 0.27165152132511144 10.650000095367433 310.50000000000006 -0.51677531003952015 -0.82463037967681874 11.84999990463257 -0.75047338008880604 -0.71322327852249134
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 7 26 -6 9 10 24 12 13 -10 -15 20 -17 18 -18 -20 22 -13 23 -14 25 -7 -3 -28 29 -29
right_child=1 4 3 -5 5 8 -8 -9 11 -11 -12 21 15 14 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-3.4005864187314055e-07 -0.0044196621091528374 -0.0057918076207866325 0.030817995220422747 -0.0010014787661256615 0.0027538150684126923 -0.00074993010177580718 0.012026355310032766 0.024162467134495578 -0.0016102175414562225 -0.0025577715216450478 0.016061753394185668 0.013991954739554786 0.011317536835558714 0.0089031105441972607 0.035992130167458371 -0.011835380378179253 0.033174273455515504 -0.0015365328639745713 -0.001998094435442578 0.026875451225787401 -0.0080712694929291808 -0.0011538454859094239 0.0030703253110530553 -0.0062492152325709094 -0.0066260346538351417 0.019027896246048982 -0.009179581695585512 0.018676812698443731 -0.0020505487081503766 0.002755516352913072
leaf_weight=1321736 33 464 27 27 31 46 30 21 20 1538 36 25 20 20 23 20 20 25 22 20 75 1122 436 127 52 26 100 33 284 93
leaf_count=1321736 33 464 27 27 31 46 30 21 20 1538 36 25 20 20 23 20 20 25 22 20 75 1122 436 127 52 26 100 33 284 93
internal_value=-3.25278e-06 -0.000802639 0.00757698 0.0149083 -0.0009568 -0.000421579 -0.00294255 0.0113996 -0.000588936 -0.0019081 0.00433686 0.000545212 0.00244156 0.0154552 0.0233926 0.00136985 0.0082422 0.0128577 0.0186619 0.0117512 0.000252306 -0.000823728 0.00132309 -0.00385918 0.000932861 0.00639206 -0.00340361 -0.00123082 0.000707907 0.00692538
internal_weight=1.32655e+06 4816 87 54 4729 3725 1004 52 3673 1698 160 1975 828 63 43 765 107 87 62 42 658 1147 583 147 124 72 974 510 410 126
internal_count=1326552 4816 87 54 4729 3725 1004 52 3673 1698 160 1975 828 63 43 765 107 87 62 42 658 1147 583 147 124 72 974 510 410 126
is_linear=0
shrinkage=0.05


Tree=438
num_leaves=31
num_cat=1
split_feature=91 39 75 67 88 79 64 101 55 74 30 32 127 37 136 58 33 60 64 55 78 58 58 110 11 65 67 8 13 115
split_gain=1.11503 2.24591 2.76227 4.93432 2.1555 1.83534 2.30712 3.0836 3.40946 2.36402 2.1906 2.00004 1.93868 1.87784 1.77738 2.24547 2.6385 2.71844 2.00955 2.92563 2.38881 2.23264 3.27753 2.58947 2.1286 1.9304 2.96972 1.96395 1.92954 1.8403
threshold=0.79729056358337413 8.7500000000000018 0.55779385566711437 5.7850000858306894 -0.71459215879440297 11.065000057220461 1.3550000190734866 0.63755497336387645 0.94499999284744274 0.59518462419509899 1015.2500000000001 19.050000190734867 0.59480014443397533 19.050000190734867 0 292.64134216308599 12.949999809265138 0.28862248361110693 0.63499999046325695 0.064999999478459372 23.054999351501468 233.92934417724612 222.06231689453128 0.73426440358161937 5.7500000000000009 0.16499999910593036 2.245000004768372 14.949999809265138 0.63499999046325695 -0.99809679388999928
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 11 7 8 10 12 -7 13 -8 -3 15 18 -17 -18 24 -20 21 22 23 -21 -6 26 -16 28 -27 -30
right_child=1 4 3 -5 14 6 9 -9 -10 -11 -12 -13 -14 -15 25 16 17 -19 19 20 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-3.2305662196714561e-07 -0.0041986790062351663 -0.0010889642725263593 0.029277095529768205 -0.00095140484886036989 -0.010896161290293095 -0.0033723797217605576 0.0032925666038767978 -0.0016029465114654699 0.026574264443479479 0.0024515461161990831 0.016824271522462367 0.011375255408065936 -0.0063314647634840756 -0.012001062679763247 0.020676005563952708 -0.0024517353420378642 0.030031741484999659 0.0050722557081220058 0.017552395731210712 0.00032173094563278377 -0.0078334354364778848 -0.0049201137831677566 0.019991242044187826 0.018028016646554613 0.0022169238450575851 0.0057403154342017815 -0.0056110113149597535 0.0043346158510798377 -0.012794678197958723 -0.0032460717995422676
leaf_weight=1321736 33 1027 27 27 84 29 76 54 32 639 25 31 168 41 22 32 20 24 25 202 80 92 29 23 49 58 21 90 52 1704
leaf_count=1321736 33 1027 27 27 84 29 76 54 32 639 25 31 168 41 22 32 20 24 25 202 80 92 29 23 49 58 21 90 52 1704
internal_value=-3.09014e-06 -0.000762507 0.00719813 0.0141628 -0.00090896 0.000274239 0.00179835 0.00776161 0.0136417 0.000852873 0.00597792 -0.00114447 -0.00333382 -0.00150787 -0.00187204 0.000382283 0.00847255 0.0164175 -0.000664013 0.000928746 -4.68198e-05 0.00175355 0.00417079 0.00213171 -0.00606502 -0.0026247 0.00783816 -0.00287478 -0.00323246 -0.00352883
internal_weight=1.32655e+06 4816 87 54 4729 2122 1023 140 86 883 54 1099 244 1068 2607 660 76 44 584 451 426 346 254 225 133 1947 43 1904 1814 1756
internal_count=1326552 4816 87 54 4729 2122 1023 140 86 883 54 1099 244 1068 2607 660 76 44 584 451 426 346 254 225 133 1947 43 1904 1814 1756
cat_boundaries=0 1
cat_threshold=2566
is_linear=0
shrinkage=0.05


Tree=439
num_leaves=31
num_cat=0
split_feature=91 39 75 67 88 93 100 106 52 75 31 124 113 36 90 64 20 6 87 84 61 95 90 52 8 41 122 4 117 61
split_gain=1.00631 2.02693 2.52587 3.30924 1.94534 2.91409 3.46214 2.8613 2.73609 2.94383 2.66456 3.03304 2.98111 2.18771 3.03624 2.40281 2.43617 2.96003 2.64242 2.03017 1.8921 2.67855 2.5319 2.19757 2.35627 2.02425 1.7165 1.61576 1.88425 2.07564
threshold=0.79729056358337413 8.7500000000000018 0.491153433918953 5.7850000858306894 -0.71459215879440297 0.201287716627121 0.62852907180786144 -0.99805879592895497 0.97500002384185802 0.54714620113372814 1017.8500061035157 0.95878320932388317 -0.78257837891578663 12.449999809265138 -0.92929276823997486 1.6749999523162844 6.1250000000000009 3.7500000000000004 0.85924240946769725 0.88082575798034679 0.28564506769180303 -0.3836780041456222 -0.65825578570365895 1.7050000429153445 6.3500001430511483 2.2500000000000004 -0.96359375119209278 13.050000190734865 0.9536806344985963 0.4312990009784699
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -3 12 -12 -8 14 -14 -15 -17 -18 -19 -20 21 -9 25 24 -24 -23 -7 28 29 -6
right_child=1 4 3 -5 27 26 10 20 -10 -11 11 -13 13 15 -16 16 17 18 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.0690271862882301e-07 -0.0065783407501876353 0.026389587263887127 0.022393926584294867 -0.0009038346785086173 -0.0022070775870939815 -0.011681405684667761 0.018500340934842825 -0.0055913447780345663 -0.0014516734776112278 0.0016247406043112277 0.0055061759271969402 0.025938841141760351 0.012186677791178227 0.021435996158979835 -0.010174364177510144 -0.0075064287579152738 -0.0056387975917107638 0.027743196576124146 -0.0051229013307463565 0.015965084752999247 -0.0019811059532847844 -0.0024842828397055742 0.0079724350549054881 0.00035710726265928577 0.027333752609168489 0.014416598957243629 -0.0016962932462127802 0.0061966716353180672 -0.0077895694024239974 0.0022373315470758828
leaf_weight=1321736 25 30 35 27 2113 46 30 69 37 20 42 32 20 20 63 40 31 21 21 25 702 91 33 28 30 22 669 62 132 300
leaf_count=1321736 25 30 35 27 2113 46 30 69 37 20 42 32 20 20 63 40 31 21 21 25 702 91 33 28 30 22 669 62 132 300
internal_value=-2.93563e-06 -0.000724381 0.00683822 0.0122481 -0.000863512 0.000260527 0.00158138 0.000167729 0.00885598 0.0164836 0.00593297 0.0143419 0.0036368 0.00178656 -0.00478616 0.00523933 0.00289198 0.00713623 0.0130471 0.00633796 -0.00060753 0.00292452 0.00580489 0.0120121 0.0171921 0.000806154 -0.00233869 -0.00177844 -0.00197272 -0.00165452
internal_weight=1.32655e+06 4816 87 62 4729 2122 1407 1062 87 50 345 74 271 241 83 158 138 98 67 46 975 273 204 91 63 113 715 2607 2545 2413
internal_count=1326552 4816 87 62 4729 2122 1407 1062 87 50 345 74 271 241 83 158 138 98 67 46 975 273 204 91 63 113 715 2607 2545 2413
is_linear=0
shrinkage=0.05


Tree=440
num_leaves=31
num_cat=2
split_feature=95 64 79 29 35 32 63 0 126 10 20 55 92 136 93 92 109 61 70 58 70 89 64 60 136 62 74 121 54 43
split_gain=0.944326 2.36218 3.41611 2.57566 3.58576 3.22685 2.40939 2.84658 2.68308 2.46347 3.78461 4.06703 3.90004 2.47042 2.82389 2.47573 2.62861 2.51391 2.4548 2.77531 2.34532 2.25535 2.73752 2.16402 2.27383 3.23299 2.42809 2.35744 2.84759 2.80832
threshold=-0.95196014642715443 11.715000152587892 8.3350000381469744 1020.4500122070314 16.050000190734867 15.650000095367433 0.24680136144161227 347.50000000000006 0.99140709638595592 1.4499999880790713 4.8650000095367441 0.58499997854232799 -0.43772470951080317 0 -0.99050456285476673 -0.93008688092231739 -0.88627690076827992 0.51333853602409374 209.11369323730472 160.1215515136719 293.93272399902349 -0.78918123245239247 3.3349999189376835 0.39890909194946295 1 0.41246354579925543 0.83453208208084118 -0.74892720580101002 2.1550000905990605 11.34999990463257
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 23 20 10 -8 12 -12 14 -11 16 -15 -17 21 -20 -9 -16 -23 24 25 -4 27 28 -26 -29
right_child=-2 -3 6 4 5 -7 9 8 -10 13 11 -13 -14 15 18 17 -18 -19 19 -21 -22 22 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-0.00026951177793103036 1.1702625094183752e-05 -0.001057660136209919 -0.0064742868243251109 -0.0031631669442694723 0.020287949503916835 0.0015207658261245747 0.019015379153477792 0.027750372923910617 -0.0036172583433134219 -0.0097439884261549797 0.0018037318202134755 0.0014986549456309185 0.0252432276831112 0.0074492472726041857 -0.0048853372270241382 0.0014714375590957317 -0.00016098513179655326 -0.00080268944758163678 -0.0077819146977626532 -0.00063774014446006026 0.0062867190821894589 0.02820338656504949 0.0023560189269483094 0.0018638108216498383 0.012561357532769947 0.0039649473367865352 0.016036494599566572 -0.0035115386449778166 -0.0070428928377589701 0.011355530002209194
leaf_weight=41492 1254077 6842 539 1412 27 151 33 20 35 97 35 1887 36 115 20 7815 8513 1439 151 1363 35 21 20 301 59 86 21 483 27 34
leaf_count=41492 1254077 6842 539 1412 27 151 33 20 35 97 35 1887 36 115 20 7815 8513 1439 151 1363 35 21 20 301 59 86 21 483 27 34
internal_value=1.51933e-06 -0.00017316 -8.18364e-05 -0.000345192 -0.00232011 0.00436747 0.000407527 -0.00143992 0.00720487 0.000548154 0.00222368 0.00194068 0.0136885 0.00037755 -0.00145529 0.000549431 -5.95506e-05 0.00111781 -0.000954047 -0.00135027 0.0140917 0.00888008 0.0155949 -0.00194187 -0.00285902 -0.00495851 -0.00066602 -0.00125874 0.00640653 -0.00253382
internal_weight=1.32719e+06 73109 66267 43082 1590 178 23185 1640 90 21545 1991 1958 71 19554 1672 17882 8628 9254 1575 1514 55 61 41 1550 1249 625 624 603 86 517
internal_count=1327186 73109 66267 43082 1590 178 23185 1640 90 21545 1991 1958 71 19554 1672 17882 8628 9254 1575 1514 55 61 41 1550 1249 625 624 603 86 517
cat_boundaries=0 1 2
cat_threshold=6288 611
is_linear=0
shrinkage=0.05


Tree=441
num_leaves=31
num_cat=0
split_feature=15 52 107 85 27 76 80 8 29 73 74 85 12 105 79 115 73 61 92 78 114 76 110 107 76 97 124 121 116 113
split_gain=0.888041 2.69048 2.31101 3.00953 2.81846 2.61119 2.68231 3.06722 2.89495 2.77213 2.65879 5.4153 2.3079 2.18895 2.18735 2.01374 2.71645 2.04534 1.81451 1.79442 1.991 1.74459 2.59216 2.05426 2.03694 1.74924 1.69938 1.65815 1.70118 2.40195
threshold=0.63499999046325695 0.70499998331069957 -0.99841034412384022 0.65693786740303051 264.50000000000006 1.735000014305115 292.49731445312506 5.7500000000000009 1011.6499938964845 0.38585786521434789 0.3862632960081101 0.84340408444404613 0.83499997854232799 -0.77870374917983998 2.3449999094009404 -0.21643137186765668 0.47452293336391455 0.30066598951816564 -0.49000959098339075 2.0049999952316289 0.58068084716796886 4.6349999904632577 -0.1507756635546684 -0.99289950728416432 2.5949999094009404 -0.902879238128662 -0.53727915883064259 -0.99687939882278431 -0.74892720580101002 -0.92384436726570118
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 14 8 9 10 -8 11 -7 -9 27 -4 17 18 21 -17 -3 -21 22 23 -10 25 -25 -12 -5 -29 -30
right_child=-2 19 5 13 -6 6 7 12 15 -11 26 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0031517332818891321 6.5972183847428198e-06 -0.0019387646489195682 5.3867444080575201e-06 -0.0055874613705838537 0.023854711483563149 -0.0040038392625071787 -0.0010045269939481566 -0.010079372819339814 0.012596921215299518 0.020881963592882344 0.011320741070434452 0.030694769606318163 0.0057929291603706634 0.015633359553154421 0.012702308961546378 0.019971222942695023 -0.0094546063924613212 -0.002371527623860207 0.00010102943982928993 0.00043616958726704633 0.013694122256711126 -0.0019769321924185432 -0.011315943554394454 0.01091980467705677 -0.01434358104531254 -0.0091018450562842194 -0.0031978193804836617 -0.0076165043535487108 0.0013874564551356757 0.010756639612911924
leaf_weight=35 1306441 3350 14505 81 31 22 23 43 20 39 25 23 49 27 34 27 23 700 20 505 30 144 243 24 35 20 104 42 440 81
leaf_count=35 1306441 3350 14505 81 31 22 23 43 20 39 25 23 49 27 34 27 23 700 20 505 30 144 243 24 35 20 104 42 440 81
internal_value=1.44336e-06 -0.000323127 -4.97923e-05 0.00268819 0.0128759 -0.000174949 -0.00210272 0.0041671 -0.00277793 0.0127628 0.00326632 0.013731 -0.00162565 0.00168613 3.5079e-05 -0.00361527 0.00462554 -0.00410166 0.0115158 -0.00150934 0.00117961 -0.00659362 -0.00853749 -0.00171766 -0.00534161 0.00181905 -0.000384145 0.00110138 0.00206372 0.00284409
internal_weight=1.32719e+06 20745 16860 737 66 16123 1584 154 1430 62 174 45 92 671 14539 1256 70 1186 47 3885 535 486 342 99 79 44 129 644 563 521
internal_count=1327186 20745 16860 737 66 16123 1584 154 1430 62 174 45 92 671 14539 1256 70 1186 47 3885 535 486 342 99 79 44 129 644 563 521
is_linear=0
shrinkage=0.05


Tree=442
num_leaves=31
num_cat=0
split_feature=17 75 61 114 101 5 12 87 105 91 29 80 39 24 59 112 53 68 58 33 35 93 89 29 114 72 120 69 57 126
split_gain=0.884541 2.58563 2.44133 2.55261 2.87155 2.17494 2.28741 2.79564 2.38246 2.87778 2.83275 2.22996 2.1536 2.14365 2.10741 2.09347 3.64 3.39649 2.65153 2.27363 2.11193 2.22846 2.02589 2.73389 2.75553 1.93294 1.87765 2.633 2.64563 2.1906
threshold=5.4100000858306894 0.38024218380451208 0.23077379167079928 -0.99901017546653736 0.20202876627445224 1.7500000000000002 0.99500000476837169 0.89780420064926159 -0.99676623940467823 -0.14138747006654737 1014.1499938964845 261.44990539550787 17.050000190734867 293.50000000000006 135.92309570312503 -0.28400452435016627 0.18500000238418582 246.87715148925784 205.626335144043 17.349999427795414 11.449999809265138 0.67844343185424816 -0.98782268166542042 1019.6499938964845 -0.41467745602130884 0.47067376971244818 -0.43049471080303187 333.27037048339849 148.67424011230472 -0.38266885280609125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 4 14 11 7 -7 12 -10 -11 -5 -8 -12 -3 26 17 -17 20 -20 -18 -22 23 24 -1 -13 27 28 -4 -30
right_child=-2 2 15 5 -6 6 8 -9 9 10 13 25 -14 -15 -16 16 18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00067755775377821201 7.299182981773277e-06 -0.0059642405468912328 -0.0078342090804959432 0.016335200790602428 -0.012475122333220814 -0.0090378928779557399 0.010224590853096979 0.001521771956936686 -0.0017715797523136286 -0.016780642509250574 0.0067142094175020864 -0.00721117164939642 -0.0079843459545042034 -0.0089744439508649531 0.010445505014310281 0.0017736691690515727 0.0091699648462235921 0.024995654178482873 0.0040270581137773287 -0.0079731403622603 -0.0048182763274183388 0.012013905158355124 -6.5316809716720806e-07 0.02015370597317815 0.0166669768191153 0.010746633325676236 -0.0022601375797626838 0.017270946520425025 -0.003624355878134527 6.8414215254643726e-05
leaf_weight=206 1299773 25 119 26 23 337 62 77 588 71 33 43 22 64 90 32 35 31 481 43 309 21 18047 25 31 23 1878 21 444 4206
leaf_count=206 1299773 25 119 26 23 337 62 77 588 71 33 43 22 64 90 32 35 31 481 43 309 21 18047 25 31 23 1878 21 444 4206
internal_value=1.37119e-06 -0.000279701 -0.000968339 -0.0028237 0.00365262 -0.00348769 -0.00403208 -0.0070739 -0.00253291 -0.00342052 -0.00919179 0.00393269 0.00545558 -0.00363707 0.00687817 -0.000607008 0.00158633 0.0132004 0.000763288 0.00304231 -0.00250851 -0.00374714 6.27182e-05 0.00442785 0.002769 -0.000953149 -0.000920153 -0.00039479 -0.00047258 -0.000284186
internal_weight=1.32719e+06 27413 9104 1484 138 1346 1254 414 840 756 168 92 84 97 115 7620 952 63 889 524 365 330 18309 262 237 66 6668 4790 4769 4650
internal_count=1327186 27413 9104 1484 138 1346 1254 414 840 756 168 92 84 97 115 7620 952 63 889 524 365 330 18309 262 237 66 6668 4790 4769 4650
is_linear=0
shrinkage=0.05


Tree=443
num_leaves=31
num_cat=1
split_feature=87 60 106 123 29 63 70 33 83 122 121 78 57 70 88 70 20 79 87 35 35 53 65 41 84 136 7 97 29 6
split_gain=0.877583 1.66186 1.39415 1.41758 1.28242 1.24659 1.05821 1.13986 1.08318 1.05265 0.983655 1.10883 1.33297 1.9712 0.899141 0.885603 0.827993 3.36874 3.79255 2.88822 2.94855 3.10931 3.50287 3.26476 2.82554 2.76307 3.18084 4.21953 2.70069 3.85679
threshold=0.93188035488128673 0.48638936877250677 -0.99995437264442433 0.98321744799613964 1018.1499938964845 0.3367632925510407 220.50789642333987 10.250000000000002 252.03686523437503 -0.63605400919914235 -0.66259482502937306 9.3249998092651385 221.92459106445315 276.03649902343756 -0.8198985457420348 314.49705505371099 5.9049999713897714 6.2149999141693124 0.78148952126503002 4.7500000000000009 9.9499998092651385 0.22500000149011615 14.744999885559084 14.34999990463257 0.86800232529640209 0 12.650000095367433 -0.48855121433734888 1010.2500000000001 5.6499998569488534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=16 2 -2 4 5 10 -7 -8 -9 -10 11 -4 -13 -14 -6 -12 17 24 -19 -20 25 22 23 28 -1 -21 -27 -28 -22 -30
right_child=1 -3 3 -5 14 6 7 8 9 -11 15 12 13 -15 -16 -17 -18 18 19 20 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=2.0187589778417322e-05 0.010012623716307723 0.00031527922697860482 -0.0074491547511166172 0.0096284652633282057 -0.0015453724340269608 0.0081340628564357757 0.0082039098050445316 0.0066807235272911686 -0.0014527979954065005 -0.0052214000742912062 -0.009962850442389027 -0.0075636036453708526 0.01802168652182445 -0.0012032848480157555 0.0099585865370251936 -0.00085760753065573445 -2.0499690026209861e-05 0.0016878423222473956 0.0031045151107613337 0.0011560183086281029 -0.00096999167338040907 0.00018722232471082923 0.012979868623698432 -0.0094767368076471223 -0.00063594564335366891 -0.001821645131520093 0.0015582458518717127 0.02360626039621623 0.0028671633027532741 0.00064973828557808881
leaf_weight=236735 23 1358 72 24 35 25 25 30 450 315 140 31 20 40 33 33 976031 4841 878 1336 1316 72515 62 73 17630 4275 384 23 3102 5331
leaf_count=236735 23 1358 72 24 35 25 25 30 450 315 140 31 20 40 33 33 976031 4841 878 1336 1316 72515 62 73 17630 4275 384 23 3102 5331
internal_value=1.30263e-06 -0.000906997 -0.00218775 -0.00240818 -0.00263947 -0.00302391 -0.00199956 -0.00230851 -0.00263909 -0.00300458 -0.00560003 -0.00281294 0.000855282 0.00520504 0.00403743 -0.00822601 3.12262e-06 6.92805e-05 0.000324817 0.000250922 0.000222585 0.000300617 0.00113255 0.00105777 -2.52889e-05 -0.000845833 -0.0014165 0.0028042 0.00113665 0.0014654
internal_weight=1.32719e+06 2654 1296 1273 1249 1181 845 820 795 765 336 163 91 60 68 173 1.32453e+06 348501 94136 89295 88417 82399 9884 9822 254365 6018 4682 407 9749 8433
internal_count=1327186 2654 1296 1273 1249 1181 845 820 795 765 336 163 91 60 68 173 1324532 348501 94136 89295 88417 82399 9884 9822 254365 6018 4682 407 9749 8433
cat_boundaries=0 1
cat_threshold=2113
is_linear=0
shrinkage=0.05


Tree=444
num_leaves=31
num_cat=0
split_feature=75 18 40 71 94 94 53 99 75 56 42 73 121 0 22 30 91 88 33 34 68 8 54 8 78 77 60 54 22 65
split_gain=0.860306 3.0052 3.29574 3.29796 3.19406 3.57563 3.34333 2.97725 2.62569 2.56481 2.24084 2.64239 2.06697 3.00305 2.06594 2.02792 1.6871 1.98075 2.89324 1.92967 1.65625 1.84698 2.60966 2.21092 2.77953 1.83384 1.77152 2.39757 1.76554 3.2192
threshold=0.81612890958786022 10.405000209808351 10.750000000000002 308.44947814941412 0.065169975161552443 -0.91196176409721363 0.76499998569488536 -0.65362688899040211 0.86453562974929821 134.44224548339847 12.150000095367433 0.87270888686180126 -0.19936034083366391 334.50000000000006 6.9149999618530282 1012.4500122070314 -0.33857938647270197 -0.76004505157470692 12.050000190734865 14.650000095367433 343.61309814453131 13.449999809265138 10.025000095367433 13.84999990463257 27.954999923706058 17.414999961853031 0.23763708770275119 3.2250000238418584 5.8350000381469735 7.0750000476837167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 -2 16 5 -5 -7 8 15 14 11 -11 -9 -14 -6 -8 17 18 -4 -19 -1 26 23 24 -23 -25 27 -22 -27 -30
right_child=1 -3 3 4 9 6 7 12 -10 10 -12 -13 13 -15 -16 -17 -18 19 -20 -21 21 22 -24 25 -26 28 -28 -29 29 -31
leaf_value=1.6458085058030207e-05 -0.00045028699056607111 2.4212675140363095e-05 0.018569554607383906 0.001369418200075386 0.0022433098325313166 0.028168855264915957 0.035595589475706221 -0.0028156723387332428 0.003612101027885309 -0.0075133323469864476 0.0094825644499144032 0.0068725780450872012 0.00014092889241874219 0.026134913456626236 0.022835626488640196 0.015637108846567573 0.0050510017899196291 -0.011014225652922363 -0.0013204882403468374 0.0027194845756249772 0.0030827767604948916 0.0033416482503525915 -0.010328448563814164 0.017411031298339368 0.029096216534857045 -0.0011134571714272862 -0.00017346787009774191 0.02114104088395834 0.02425553841394899 0.0035661988948173465
leaf_weight=1113907 56688 153928 20 124 29 28 20 54 26 133 37 42 25 20 21 35 97 95 213 35 227 20 26 25 22 121 1022 20 23 103
leaf_count=1113907 56688 153928 20 124 29 28 20 54 26 133 37 42 25 20 21 35 97 95 213 35 227 20 26 25 22 121 1022 20 23 103
internal_value=1.23794e-06 -9.11763e-05 -0.000398779 0.00237151 0.00483278 0.00808987 0.0120963 0.00959611 0.0167052 0.000705474 -0.00169703 -0.00406071 0.00377955 0.0116938 0.0108921 0.0228947 -0.000806729 -0.00237202 0.000386812 -0.00731669 1.87736e-05 0.0016218 0.00489457 0.00615507 0.0168321 0.00450641 0.000744939 0.00454498 0.00320027 0.00734282
internal_weight=1.32719e+06 211670 57742 1054 594 332 208 180 81 262 212 175 99 45 50 55 460 363 233 130 1.11552e+06 1609 340 314 42 272 1269 247 247 126
internal_count=1327186 211670 57742 1054 594 332 208 180 81 262 212 175 99 45 50 55 460 363 233 130 1115516 1609 340 314 42 272 1269 247 247 126
is_linear=0
shrinkage=0.05


Tree=445
num_leaves=31
num_cat=1
split_feature=7 101 27 111 19 39 33 136 1 72 27 39 52 34 55 113 120 12 77 117 1 19 65 82 31 52 19 67 123 15
split_gain=0.838873 1.7809 1.99341 2.90979 3.02233 2.4673 3.30536 2.25779 2.17083 2.14502 2.0737 2.32929 3.60544 2.76268 2.01091 2.18524 1.98453 3.89752 2.90541 2.60626 3.003 2.57918 2.68133 2.27425 2.5469 2.5433 2.99874 2.7618 2.32928 2.12085
threshold=3.6499999761581425 0.033403236418962486 298.50000000000006 0.087227743119001402 5.7200000286102304 16.550000190734867 17.250000000000004 0 321.50000000000006 0.38704104721546179 308.50000000000006 19.94999980926514 1.8450000286102297 14.949999809265138 1.7050000429153445 -0.95368063449859608 0.30069434642791754 0.76499998569488536 3.1950000524520878 -0.07845610752701758 157.50000000000003 4.0850000381469735 0.33500000834465032 294.31448364257818 1017.0499877929689 1.294999957084656 11.775000095367433 1.235000014305115 0.78257837891578685 0.60500001907348644
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 6 -4 16 -6 -10 11 13 -13 -7 -15 -16 -2 18 21 20 -20 -18 -23 24 28 26 27 -26 -24 -19
right_child=1 -3 5 4 8 10 -8 -9 9 -11 -12 12 -14 14 15 -17 17 29 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=4.8329063510065877e-05 -0.00014230319741474076 -6.7745408195669717e-06 0.00049524667228092144 -0.0030313547192331205 -0.00035397791681014424 0.010232391326280777 0.013247618124838554 -0.00072272795120567721 0.00036710537298620697 -0.0017054243704115229 -0.0017284014870819623 0.020442476297581669 -0.00069561801027766496 -0.0039401148760701867 0.0096299137631597545 -6.6393895662928887e-05 0.015322312153875828 -0.0069639826035031039 -0.0037200406201243885 0.025948763072777256 0.019088588434237025 -0.0058375622543474937 0.0039047603164908129 -0.0074870912553954188 -0.0059964743442833431 0.0011270639758978814 0.02522859151067678 0.016573905075589816 -0.0064764212055706599 0.00046597101717327916
leaf_weight=504424 25881 725764 13880 1347 22093 64 51 10990 1542 6558 2419 38 43 275 70 342 40 97 31 26 27 89 347 44 23 53 40 33 64 9763
leaf_count=504424 25881 725764 13880 1347 22093 64 51 10990 1542 6558 2419 38 43 275 70 342 40 97 31 26 27 89 347 44 23 53 40 33 64 9763
internal_value=-2.43056e-06 -3.35781e-05 -0.000235646 -0.000341695 -0.00071407 0.00025249 0.000541932 -9.46869e-05 -0.000610689 -0.00131088 -0.000987811 0.00116542 0.00922102 0.000296576 -0.000629031 0.00158104 9.42856e-05 0.000667864 0.00398655 0.0127945 0.00689777 0.00297718 0.00226462 0.00345849 0.0043185 0.00991878 0.0147725 0.00730393 0.00228823 0.000392877
internal_weight=1.32646e+06 822034 96270 79088 31540 17182 13931 47548 30193 8100 3251 832 81 751 687 412 36558 10677 817 84 58 733 693 604 560 149 96 56 411 9860
internal_count=1326458 822034 96270 79088 31540 17182 13931 47548 30193 8100 3251 832 81 751 687 412 36558 10677 817 84 58 733 693 604 560 149 96 56 411 9860
cat_boundaries=0 1
cat_threshold=6384
is_linear=0
shrinkage=0.05


Tree=446
num_leaves=31
num_cat=1
split_feature=27 82 67 11 127 57 21 74 37 126 61 8 26 79 0 17 56 136 66 121 122 58 21 28 98 13 66 68 85 56
split_gain=0.833316 2.7648 2.57562 2.17243 1.8583 2.46674 3.14342 2.19185 2.46947 2.4805 2.67035 2.41499 2.22183 1.92486 2.10942 2.18454 1.94812 1.91702 4.01266 2.69783 1.98598 1.88871 1.74208 1.73204 3.06096 1.69686 1.66498 1.66983 1.58689 1.53197
threshold=176.50000000000003 266.91284179687506 3.3149999380111699 6.0499999523162851 0.99353402853012096 302.51037597656256 5.4149999618530282 0.34231308102607733 17.150000572204593 0.31729258596897131 0.26819320023059851 2.9500000476837163 176.50000000000003 3.245000004768372 332.50000000000006 6.4600000381469735 173.32317352294925 0 1.4550000429153445 0.04361772537231446 -0.095842104405164705 183.393180847168 5.1649999618530282 1016.1499938964845 -0.88123568892478932 1.3849999904632571 0.73500001430511486 250.17991638183597 0.71248126029968273 198.05888366699222
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 22 5 7 23 8 9 10 -3 -10 -13 -11 15 -15 -17 18 19 20 -9 -12 -4 -7 -25 -5 -23 -28 -6 -14
right_child=-2 2 3 25 28 6 -8 17 11 13 21 12 29 14 -16 16 -18 -19 -20 -21 -22 26 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-2.6860874812782527e-05 -9.1937101995591265e-06 0.021621015735973532 -0.010303463727947982 -0.0051156859906768661 0.0072316906518994292 0.022153283771461783 0.0011356434950783372 0.011032938207923011 0.00061488008157337191 -0.0053030259627121273 -0.0046053150950302914 0.021921771656520466 0.0021281989825675724 0.0089017292458090213 0.014686147173245748 0.010254304751753807 -0.0049768956466080295 0.00096740735828357511 -0.0013681731009236951 0.0039823651934663452 0.031444690218911719 0.00038228700312016453 0.0011059918784107187 0.019869844712316991 -0.0057022734037177128 -0.00077780392958997897 0.020991199358832091 0.005188371807868992 -0.0046242702818171198 0.012368928207913516
leaf_weight=28593 1287602 26 34 272 33 39 94 22 81 128 43 37 61 57 30 25 131 5154 79 36 26 46 2092 25 22 1317 32 35 195 91
leaf_count=28593 1287602 26 34 272 33 39 94 22 81 128 43 37 61 57 30 25 131 5154 79 36 26 46 2092 25 22 1317 32 35 195 91
internal_value=-2.30931e-06 0.000225825 0.000929814 -0.000121781 0.00152643 0.00168642 0.00745569 0.00151729 0.00391847 0.00200469 0.00678579 0.00783816 0.0109339 -0.000340755 0.00227312 0.000524802 -0.002536 0.00114562 0.00633275 0.0143292 0.0220893 0.00431326 0.000923526 0.0143637 0.00789992 -0.00152035 0.00770705 0.012736 -0.00290828 0.00825916
internal_weight=1.32646e+06 38856 10263 3715 6548 6320 180 6140 823 553 182 270 189 371 243 213 156 5317 163 84 48 156 2126 86 47 1589 113 67 228 152
internal_count=1326458 38856 10263 3715 6548 6320 180 6140 823 553 182 270 189 371 243 213 156 5317 163 84 48 156 2126 86 47 1589 113 67 228 152
cat_boundaries=0 1
cat_threshold=16
is_linear=0
shrinkage=0.05


Tree=447
num_leaves=31
num_cat=0
split_feature=60 57 2 87 53 103 67 61 109 126 96 121 88 101 52 24 127 10 34 18 54 93 79 12 11 59 94 74 62 88
split_gain=0.823372 2.91771 3.74971 3.40838 3.00053 2.81419 2.90529 2.69199 3.07387 3.07708 4.69777 2.88853 2.7658 2.81831 2.672 2.99901 2.65194 2.61996 2.70322 2.43326 2.35772 2.35515 3.23928 3.43326 3.68739 3.46996 3.04439 2.77019 2.72039 4.79538
threshold=0.42740570008754736 268.43444824218756 349.50000000000006 0.5417914390563966 0.2650000005960465 -0.5259059965610503 35.475000381469734 0.21913889050483706 -0.21997978538274762 0.77159520983695995 -0.73847219347953785 0.35019405186176306 0.091949712485075011 0.79041409492492687 0.064999999478459372 252.50000000000003 -0.23343648016452787 5.1499998569488534 13.34999990463257 6.4600000381469735 0.064999999478459372 0.46096049249172216 9.1149997711181658 2.7150000333786015 13.449999809265138 167.10212707519534 0.0058080123271793136 0.53413560986518871 0.33186857402324682 0.54183244705200206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 16 -4 -7 8 -5 21 -11 12 20 -14 15 -2 -3 -8 -19 -18 -12 22 -10 24 25 27 -27 -24 29 -23
right_child=14 2 5 7 -6 6 17 -9 9 10 11 -13 13 -15 -16 -17 19 18 -20 -21 -22 28 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.8632737778068898e-06 -0.0057065472735576862 0.021250713029876352 0.012224631541376485 -0.0042048361515000521 -0.002786218804707339 0.00071253163165326807 0.022263956729633116 -0.00041860301609796961 0.0015103776856325568 -0.0030423921821364978 0.015973998684436084 0.021458228996821815 0.02681889609481335 0.0042204545219302987 4.5747732253250644e-05 0.0023479368504239892 -0.0096627930099410682 0.0071673120595068633 -0.0096203569455870566 0.0054407724062912168 0.00013946366424289378 0.0019850716706307334 0.0080275888461619621 -0.0053219325274271381 0.023593550711506751 0.0012753697362202774 0.011476703470146857 0.034028723782726693 -0.0024700036211359518 0.019939836652483792
leaf_weight=819925 123 20 58 253 2172 3039 24 63328 375 699 25 21 22 37 432369 1913 35 167 28 112 394 529 20 44 41 164 132 21 328 40
leaf_count=819925 123 20 58 253 2172 3039 24 63328 375 699 25 21 22 37 432369 1913 35 167 28 112 394 529 20 44 41 164 132 21 328 40
internal_value=-2.19347e-06 -2.96834e-05 -0.000334565 -0.000413704 -0.00228965 0.0013077 0.00111335 -0.000347695 0.00108012 0.00154246 -0.000396943 0.00330881 0.00251145 0.012647 5.42572e-05 0.00186134 0.00416876 0.00667537 0.00475677 0.00184469 0.00108424 0.00291401 0.00489185 0.00789671 0.00943539 0.00771288 0.00582461 0.0213452 0.00115667 0.00324727
internal_weight=1.32646e+06 892053 72128 68812 2339 3316 3258 66473 3145 2892 1198 499 478 59 434405 2036 167 219 195 147 419 1694 797 422 378 337 296 41 897 569
internal_count=1326458 892053 72128 68812 2339 3316 3258 66473 3145 2892 1198 499 478 59 434405 2036 167 219 195 147 419 1694 797 422 378 337 296 41 897 569
is_linear=0
shrinkage=0.05


Tree=448
num_leaves=31
num_cat=1
split_feature=60 90 52 67 31 133 61 105 136 61 24 57 17 53 106 10 12 16 32 65 63 114 104 36 106 69 28 91 62 87
split_gain=0.772161 1.8844 1.75179 3.04591 2.47071 2.09778 1.97024 2.03083 2.587 3.1199 2.30529 3.02931 2.23428 2.18887 2.70477 2.02445 1.95344 2.86114 2.31403 2.31003 2.45344 2.26619 2.92807 2.9124 3.0565 2.83948 2.56283 2.37215 2.20523 2.00876
threshold=0.77195647358894359 -0.8183254301548003 9.7349996566772479 29.414999961853031 1009.2500000000001 1017.6499938964845 0.66972553730010997 -0.74553820490837086 0 0.21913889050483706 175.50000000000003 270.94163513183599 8.0099999904632586 0.42499999701976782 -0.9411410093307494 9.4499998092651385 2.8950001001358037 8.7100000381469744 11.949999809265138 27.785000801086429 0.25111535191535955 -0.73724925518035878 -0.80755546689033497 10.750000000000002 -0.75603622198104847 317.77795410156256 1011.6499938964845 -0.75941810011863697 0.376776933670044 0.85457792878150951
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 7 8 9 -6 11 -9 -13 14 -10 -14 17 18 -15 -19 -21 -22 25 -24 26 29 -25 -28 -20 -23
right_child=1 -3 -4 4 6 -7 -8 10 13 -11 -12 12 15 16 -16 -17 -18 19 28 20 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-8.2738472073122381e-07 -4.3558214204388063e-06 0.000462322220942449 -0.0001800179448615586 -0.00060246222572290316 0.018194402828205215 -0.0011259890085110482 -0.00022181322263064389 -0.00055935735771383503 0.025196940787136558 -0.0003202444962174698 0.00024280711780621657 0.025613687584257645 0.018371692875267142 0.0027194838480681938 0.0051936248946964844 0.0013194384711349141 -0.00025193014982384098 0.0011304008167959646 0.022346686513628811 0.018957657835562716 0.0020088527222903597 0.008226069272826533 0.022303400542449184 0.027679968956813572 -0.00082624754194464346 -0.0058057655833066227 0.003797112064750259 0.017952367510525105 0.0076578592302841853 -0.00033967635099543261
leaf_weight=1048531 77084 30069 139671 4067 23 4159 4356 95 20 2124 8008 23 28 128 109 46 1077 4225 38 24 1844 176 38 21 76 79 83 46 78 112
leaf_count=1048531 77084 30069 139671 4067 23 4159 4356 95 20 2124 8008 23 28 128 109 46 1077 4225 38 24 1844 176 38 21 76 79 83 46 78 112
internal_value=-2.0838e-06 0.000126602 -1.33928e-05 8.16333e-06 0.000533103 -5.27271e-06 0.000734981 0.000960011 0.00142669 -0.000121339 0.000372619 0.00578686 0.0120022 0.00183121 0.00829491 0.00777164 0.00172984 0.00203615 0.00735484 0.00184315 0.00304817 0.0028939 0.0054803 0.00949615 0.00734272 0.00259152 0.0114817 0.00884472 0.0124697 0.00489495
internal_weight=1.32646e+06 107153 1.2193e+06 1.07963e+06 26944 1.05269e+06 22877 18521 10321 2147 8200 192 97 8174 129 74 8045 6968 244 6724 2499 2475 631 264 226 367 150 129 116 288
internal_count=1326458 107153 1219305 1079634 26944 1052690 22877 18521 10321 2147 8200 192 97 8174 129 74 8045 6968 244 6724 2499 2475 631 264 226 367 150 129 116 288
cat_boundaries=0 1
cat_threshold=7264
is_linear=0
shrinkage=0.05


end of trees

feature_importances:
station_id=559
ground_energy_lag_1=409
ground_quality_lag_1=299
ground_dir_sin_lag_1=298
ground_dir_sin_lag_3=233
ground_dir_sin_lag_12=226
ground_dir_lag_1=219
ground_dir_sin_lag_6=216
ground_energy_lag_3=214
mwd_sin_lag_1=196
ground_quality_lag_3=193
ground_dir_cos_lag_1=190
ground_dir_lag_3=187
wvht_lag_1=185
mid_quality_lag_1=180
ground_dir_lag_6=176
pres_lag_12=163
pres_lag_1=155
ground_energy_lag_12=155
ground_quality_lag_12=155
apd_lag_12=148
ground_energy_lag_6=147
mid_quality_lag_12=146
wind_quality_lag_12=143
ground_dir_cos_lag_3=143
dpd_lag_1=141
ground_dir_lag_12=138
ground_quality_lag_6=136
gst_lag_1=134
apd_lag_1=132
wspd_lag_1=131
ground_dir_cos_lag_6=127
wind_energy_lag_12=123
pres_lag_6=122
wdir_sin_lag_6=117
wind_quality_lag_1=116
atmp_lag_1=113
mid_energy_lag_12=110
mid_dir_sin_lag_12=107
pres_lag_3=106
wtmp_lag_12=106
ground_dir_cos_lag_12=106
wind_dir_cos_lag_12=106
mwd_lag_1=105
mid_quality_lag_3=104
wind_quality_lag_3=104
apd_lag_6=103
mid_energy_lag_6=103
wtmp_lag_6=102
mwd_lag_3=99
atmp_lag_12=99
mid_energy_lag_1=99
wind_energy_lag_1=99
wdir_sin_lag_1=99
wind_dir_lag_3=98
wind_energy_lag_6=95
wvht_lag_12=94
dpd_lag_3=94
mid_energy_lag_3=92
wind_quality_lag_6=92
atmp_lag_3=91
wind_dir_cos_lag_1=91
mwd_sin_lag_3=91
wdir_cos_lag_12=91
wind_dir_lag_6=90
wind_dir_sin_lag_1=87
wind_dir_lag_1=86
mwd_lag_12=84
mid_dir_lag_3=84
wind_energy_lag_3=84
wdir_lag_1=82
wdir_sin_lag_3=82
wind_dir_lag_12=81
mid_dir_sin_lag_1=80
wdir_cos_lag_6=80
wdir_lag_6=79
wspd_lag_6=79
wdir_sin_lag_12=79
wtmp_lag_3=78
mid_quality_lag_6=78
mid_dir_sin_lag_6=77
wdir_cos_lag_1=76
atmp_lag_6=75
mwd_sin_lag_6=75
mwd_sin_lag_12=75
wvht_lag_6=73
apd_lag_3=73
dpd_lag_6=72
dpd_lag_12=72
wind_dir_sin_lag_12=72
wtmp_lag_1=70
mid_dir_lag_1=70
gst_lag_12=69
wind_dir_sin_lag_6=69
wdir_cos_lag_3=69
mwd_lag_6=67
wspd_lag_12=66
mid_dir_cos_lag_1=66
mid_dir_cos_lag_12=65
gst_lag_6=64
wvht_lag_3=64
mwd_cos_lag_1=63
mid_dir_cos_lag_6=62
mid_dir_sin_lag_3=61
wind_dir_sin_lag_3=61
mid_dir_cos_lag_3=59
wind_dir_cos_lag_6=59
mid_dir_lag_12=57
gst_lag_3=53
wind_dir_cos_lag_3=53
wdir_lag_12=52
dewp_lag_3=51
wdir_lag_3=49
dewp_lag_12=48
mwd_cos_lag_3=48
mwd_cos_lag_6=48
mid_dir_lag_6=46
mwd_cos_lag_12=45
wspd_lag_3=43
dewp_lag_1=39
bar_lag_1=32
dewp_lag_6=30
wd_lag_6=22
bar_lag_12=18
wd_lag_3=10
bar_lag_3=8
wd_lag_1=5
bar_lag_6=3
wd_lag_12=2

parameters:
[boosting: gbdt]
[objective: regression]
[metric: l1]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 2000]
[learning_rate: 0.05]
[num_leaves: 31]
[num_threads: 8]
[seed: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.8]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 5]
[bagging_seed: 3]
[bagging_by_query: 0]
[feature_fraction: 0.9]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[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: 4]
[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: 1]
[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: 136]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[["46011", "46012", "46013", "46014", "46022", "46025", "46026", "46027", "46028", "46042", "46047", "46053", "46054", "46069", "46086"]]