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] [0:22] [0:21] [0:21.600000381469727] [0:21.700000762939453] [0:29.299999237060547] [0:28.600000381469727] [0:28] [0:28.600000381469727] [0:10.109999656677246] [0:10.609999656677246] [0:10.609999656677246] [0:10.479999542236328] [0:23.530000686645508] [0:23.530000686645508] [0:23.530000686645508] [0:23.530000686645508] [0:18.389999389648438] [0:17.819999694824219] [0:17.790000915527344] [0:17.659999847412109] [0:498] [0:464] [0:468] [0:456] [0:1039.9000244140625] [0:1038.9000244140625] [0:1038.0999755859375] [0:1037.9000244140625] [0:25.799999237060547] [-0.30000001192092896:25.200000762939453] [0:26.899999618530273] [0:28.100000381469727] [0:24.799999237060547] [0:24.799999237060547] [0:24.399999618530273] [0:24.299999237060547] [-7.9000000953674316:23.299999237060547] [-9.6000003814697266:23.299999237060547] [-8.6999998092651367:22.700000762939453] [-5.8000001907348633:22.600000381469727] none none none none none none none none [0:1113.97998046875] [0:1171.949951171875] [0:981.15997314453125] [0:968.280029296875] [0:359.96624755859375] [0:359.95010375976562] [0:359.99530029296875] [0:359.98056030273438] [0:0.96730417013168335] [0:0.9674067497253418] [0:0.97054922580718994] [0:0.96870046854019165] [0:272.57998657226562] [0:346.17999267578125] [0:315.80999755859375] [0:339.26998901367188] [0:359.95321655273438] [0:359.88543701171875] [0:359.95321655273438] [0:359.90133666992188] [0:0.97000002861022949] [0:0.97000002861022949] [0:0.96911698579788208] [0:0.96718817949295044] [0:117.05000305175781] [0:115.08999633789062] [0:116.98999786376953] [0:109.48000335693359] [0:359.96905517578125] [0:359.99072265625] [0:359.93356323242188] [0:359.87631225585938] [0:67.684310913085938] [0:483.16732788085938] [0:483.16732788085938] [0:0.95417720079421997] [-1:0.99999934434890747] [-1:1] [-1:0.99999982118606567] [-1:0.99999994039535522] [-1:1] [-1:1] [-1:1] [-1:1] [-1:0.99985051155090332] [-1:0.99998438358306885] [-1:0.99999934434890747] [-1:0.99999958276748657] [-1:1] [-1:1] [-1:1] [-1:1] [-1:0.99999421834945679] [-1:0.99999016523361206] [-1:0.99999880790710449] [-1:0.99999898672103882] [-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] [0:1031.4000244140625] [0:1032.199951171875] [0:1032.199951171875] [0:1031.4000244140625] -1:0:5:6:7:11:9:8:10:4:3:2:1:12
tree_sizes=3093 3162 3190 3180 3159 3163 3166 3149 3167 3187 3151 3186 3152 3153 3169 3143 3159 3189 3164 3189 3205 3165 3182 3151 3190 3199 3179 3189 3169 3179 3185 3187 3157 3156 3194 3185 3179 3194 3159 3171 3184 3170 3200 3177 3188 3161 3183 3173 3170 3157 3164 3179 3199 3154 3174 3177 3188 3178 3181 3158 3180 3159 3172 3176 3183 3190 3182 3191 3160 3161 3170 3172 3204 3158 3162 3174 3159 3171 3139 3216 3176 3158 3194 3191 3205 3199 3199 3164 3162 3191 3215 3177 3172 3184 3196 3168 3207 3205 3158 3178 3188 3077 3138 3149 3173 3180 3186 3128 3061 3132 3126 3116 3163 3038 3071 3156 3154 3085 3121 3207 3030 3093 3157 3168 3034 3054 3064 3036 3014 3069 3112 3007 3168 3124 3025 3219 3193 3101 3131 3126 3042 3118 3079 3123 3143 3075 3031 3031 3015 3013 3158 2857 2948 3096 2864 2922 2890 3070 2932 3163 3074 2921 3024 2975 3032 2913 2990 2959 2944 2973 2976 2929 2900 3096 3001 3095 2969 3007 2899 3054 3056 2907 3115 3012 2875 3046 3065 3056 2988 3170 3144 2976 2951 3030 3130 3160 2995 3118 2947 3048 3020 3013 3042 3013 3117 3118 3126 2958 3085 3129 2898 2880 2937 3097 3193 3088 3077 3015 3149 2909 3064 2959 3123 3026 3013 3101 2999 3114 2983 2940 3042 2907 3058 2953 3079 3123 2916 3034 2965 2925 2958 2955 3032 2945 2933 2939 2906 3000 3087 3049 3088 2941 3110 3032 3061 3030 3043 2913 3068 3027 2902 3067 2974 2889 3103 3135 2918 3091 2978 3036 3056 3042 3084 3020 2925 2931 3093 2998 2929 3090 2915 2902 3035 3094 2910 2904 2900 3073 2938 3136 2883 3126 2879 2983 3032 2889 2976 2889 2943 2917 2918 2885 2930 3033 2929 2913 3000 3089 2923 2955 3097 3115 3091 3138 3080 2907 2905 2895 2927 3068 2904 2959 2984 2947 2927 3055 2946 2961 2891 3069 2867 2878 2889 2833 3097 3052 3103 3028 2975 3111 3047 2910 3052 2941 3051 2875 3002 2877 2971 2963 3001 2920 2927 2944 2971 3076 2991 2995 3128 2932 2896 2966 3047 2877 2897 2971 3075 2988 3053 3032 2901 2909 2982 2923 2996 3098 2984 3037 2947 3024 2924 2934 2933 2858 2930 3053 2973 2944 2938 2963 3085 2999 2859 3115 2918 3026 3030 3024 2991 3044 3032 2942 3038 2969 2965 3033 3043 2923 2933 2957 2895 2894 2865 2928 3124 2984 3118 3053 3013 2872 2913 2920 3103 2988 2907 2983 3061 3071 2990 2960 2861 2903 2908 2920 2931 2897 3089 2874 2962 2892 2901 3188 3092 2925 2890 2858 3032 2885 3038 2971 2980 2931 2978 2917 2993 3044 3066 3074 3131 3047 3100 2984 2983 3023 3027 2990 2879 2973 2897 2990 3054 3055 3051 3066 2986 2860 2868 2903 2908 2879 2938 2910 2889 3090 2951 2918 2976 2942 2937 2897 3135 2975 2966 3005 3091 2930 3002 3117 3152 2960 2880 2889 2890 2880 3004 2939 2880 2936 2906 2930 2924 3071 2842 3086 2939 2990 3049 2991 3012 3025 2927 2919 2892 2856 2882 2988 3003 3050 2967 2965 2962 2913 2982 2983 3000 3073 2978 2939 2929 2949 3040 2881 2989

Tree=0
num_leaves=31
num_cat=2
split_feature=108 56 71 60 57 112 89 90 56 56 16 89 116 136 57 61 91 52 100 80 73 90 80 136 90 108 31 91 81 71
split_gain=149302 13423.3 4296.19 2871.15 1324.4 821.374 498.359 365.387 339.201 293.891 226.618 219.104 212.02 197.006 149.249 129.052 128.017 117.935 111.541 104.047 90.3892 87.7292 78.9014 76.0797 75.7888 75.2888 74.068 67.373 62.6479 61.9847
threshold=0.99999994039535534 231.39493560791018 1.0000000180025095e-35 0.43373903632164007 208.00156402587893 -0.85260769724845875 -0.58450794219970692 -0.18155900388956067 199.37427520751956 208.99365234375003 13.344999790191652 -0.64278316497802723 0.55191597342491161 0 238.23805999755862 0.62473171949386608 -0.61608824133872975 2.3649998903274541 0.61128425598144542 247.42814636230472 0.37312105298042303 -0.35842201113700861 234.87578582763675 1 -0.49624903500080103 -0.39059840142726893 1017.5499877929689 -0.60086292028427113 243.95516204833987 247.10188293457034
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 1 2 2 2 2 2 2
left_child=1 4 7 6 8 10 12 -2 13 16 15 18 17 21 -4 -5 28 -3 -7 -11 -9 -1 -10 -21 -14 -8 -25 -27 -6 -24
right_child=2 3 14 5 9 11 25 20 22 19 -12 -13 24 -15 -16 -17 -18 -19 -20 23 -22 -23 29 26 -26 27 -28 -29 -30 -31
leaf_value=-0.35632974108763815 -0.36404998955736795 -0.37176963312606887 -0.36149832375522423 -0.3773026350514847 -0.37459092366766228 -0.37779975284987094 -0.37544150191645126 -0.33738565350686889 -0.37144301867922896 -0.37575927370921414 -0.3824904351761178 -0.37050678825033589 -0.37052480500947504 -0.35872145579824494 -0.37287752020710707 -0.38069224649532241 -0.36036914142890053 -0.37659946825954838 -0.37449815541517445 -0.37137399600419113 -0.35869566033249745 -0.35141838376065665 -0.35703209738986158 -0.36508905146324711 -0.36551884537347762 -0.36653212513762629 -0.37065399174800812 -0.36208629711495427 -0.36457096736077255 -0.36143028343512956
leaf_weight=13287 1289 25448 5067 50433 1668 61986 1666 636350 1648 3958 95790 18271 34385 23018 6681 63357 28825 25111 43558 9252 498 28802 10820 28483 9692 19200 7568 15322 24085 30855
leaf_count=13287 1289 25448 5067 50433 1668 61986 1666 636350 1648 3958 95790 18271 34385 23018 6681 63357 28825 25111 43558 9252 498 28802 10820 28483 9692 19200 7568 15322 24085 30855
internal_value=-0.355123 -0.371565 -0.338008 -0.376328 -0.361149 -0.378791 -0.37005 -0.337456 -0.357284 -0.365185 -0.380698 -0.375562 -0.371959 -0.355003 -0.36797 -0.37919 -0.362658 -0.374168 -0.376437 -0.367985 -0.337402 -0.352969 -0.360713 -0.367306 -0.369424 -0.36506 -0.366254 -0.364559 -0.36522 -0.360288
internal_weight=1.32637e+06 676488 649885 464219 212269 333395 130824 638137 108430 103839 209580 123815 94636 65107 11748 113790 54578 50559 105544 49261 636848 42089 43323 45303 44077 36188 36051 34522 25753 41675
internal_count=1326373 676488 649885 464219 212269 333395 130824 638137 108430 103839 209580 123815 94636 65107 11748 113790 54578 50559 105544 49261 636848 42089 43323 45303 44077 36188 36051 34522 25753 41675
cat_boundaries=0 1 2
cat_threshold=1826 6272
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=108 88 71 60 57 57 89 58 68 59 58 117 58 88 52 108 52 52 52 63 88 16 58 109 60 57 75 68 92 91
split_gain=134745 11672.8 3877.31 2848.19 1303.21 634.031 584.842 331.01 285.303 283.913 273.866 229.853 138.223 131.78 122.329 120.141 117.274 112.915 111.634 107.229 94.4003 93.3982 92.7982 86.9592 85.2832 81.1655 65.854 64.6875 57.5492 52.1111
threshold=0.99999994039535534 -0.6581585407257079 1.0000000180025095e-35 0.46533796191215521 208.73262023925784 231.52017211914065 -0.81361740827560414 207.15495300292972 296.58695983886724 229.81192779541018 199.76450347900393 0.56638467311859142 248.6817321777344 -0.21437602490186689 2.3649998903274541 -0.39059840142726893 11.734999656677248 11.114999771118166 2.0849999189376835 0.41981828212738043 -0.35765029489994044 13.344999790191652 209.26230621337893 -0.59052801132202137 0.33674767613410955 190.385368347168 0.64494484663009655 236.2232360839844 -0.30901470780372614 -0.656054526567459
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 7 5 10 15 8 25 17 20 13 14 -4 -3 26 -1 -8 28 -15 -11 -6 -10 -17 -12 -13 -2 -7 -25 -5 -24
right_child=2 4 12 6 9 11 16 -9 21 19 23 24 -14 18 -16 22 -18 -19 -20 -21 -22 -23 29 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.019584179712168498 0.016847679455040312 -0.0021590134271834219 -0.0063724477219995485 -0.020193753412777574 -0.0091891757161833131 -0.013892306132608388 -0.016318010781667214 -0.0096182934061195789 -0.020031752230572412 -0.010029222222176471 -0.016152667976962076 -0.011535134883357289 -0.017248047125300911 -0.0017306238647455158 -0.02090493215463466 -0.0067196200599027997 -0.020579750259851957 -0.026084804824548655 0.0047154058969114329 -0.014555306182568679 -0.0048346968853287733 -0.023718532213549883 -0.012885841746421281 -0.00048145220850960785 -0.015936546445351179 -0.0038503156300979955 -0.018731299814511767 -0.0051056316865500159 -0.024108187655130026 -0.0088556132509184354
leaf_weight=3195 636478 24839 5448 11334 25297 13497 30584 1185 48266 25851 1566 18639 6300 9738 32807 18145 34186 103028 21648 26501 24501 26671 18896 9466 26874 474 14676 37619 54728 13936
leaf_count=3195 636478 24839 5448 11334 25297 13497 30584 1185 48266 25851 1566 18639 6300 9738 32807 18145 34186 103028 21648 26501 24501 26671 18896 9466 26874 474 14676 37619 54728 13936
internal_value=-2.76663e-07 -0.0156203 0.0162591 -0.0199818 -0.00572987 -0.0145826 -0.022791 0.0167832 -0.023912 -0.00974948 -0.00181474 -0.0168228 -0.0122046 0.000562002 -0.0188297 -0.0101787 -0.0185674 -0.0250502 0.00271542 -0.0123204 -0.00704674 -0.0213439 -0.00958923 -0.00456149 -0.014134 0.0168323 -0.0164131 -0.00417598 -0.0234366 -0.0111752
internal_weight=1.32637e+06 676488 649885 469462 207026 160665 308797 638137 244027 102150 104876 106493 11748 56225 60980 54172 64770 169090 31386 52352 49798 74937 50977 48651 45513 636952 28173 47085 66062 32832
internal_count=1326373 676488 649885 469462 207026 160665 308797 638137 244027 102150 104876 106493 11748 56225 60980 54172 64770 169090 31386 52352 49798 74937 50977 48651 45513 636952 28173 47085 66062 32832
is_linear=0
shrinkage=0.05


Tree=2
num_leaves=31
num_cat=1
split_feature=108 56 75 60 57 112 89 58 59 56 16 117 89 57 88 91 89 52 108 100 108 52 88 60 57 136 31 108 58 81
split_gain=121607 11005.6 3499.9 2343.05 1074.62 681.779 414.149 301.062 275.335 252.402 192.319 180.786 180.785 126.805 112.989 111.306 108.505 102.482 93.9277 92.9046 91.0071 87.1962 84.2466 74.8738 74.7119 70.5606 66.5579 62.189 60.6853 59.5738
threshold=0.99999994039535534 231.39493560791018 0.25489996373653417 0.43373903632164007 206.54048156738284 -0.85260769724845875 -0.58450794219970692 207.15495300292972 198.9914245605469 208.99365234375003 13.344999790191652 0.59480014443397533 -0.64278316497802723 238.23805999755862 -0.20107986032962796 -0.57570236921310414 -0.78712651133537281 2.7749999761581425 -0.58365184068679798 0.61128425598144542 -0.39059840142726893 2.245000004768372 -0.33604811131954188 0.64032059907913219 222.18701171875003 0 1017.5499877929689 -0.39059840142726893 247.83494567871097 243.95516204833987
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 4 7 6 8 10 11 24 14 15 16 17 19 -4 -1 29 23 -3 -10 -7 -11 -16 -20 -5 -2 -22 -27 -8 -13 -6
right_child=2 3 13 5 9 12 27 -9 18 20 -12 28 -14 -15 21 -17 -18 -19 22 -21 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0016569784789580236 0.016002683127623946 -0.015167224496175878 -0.0056660547992584053 -0.020732330808372293 -0.017678221648208921 -0.020473695280726054 -0.018367010164984054 -0.008963559731121255 -0.014593308828964667 -0.018803066273114354 -0.024765655590910651 -0.010095489289545035 -0.013843252169266851 -0.016180099659762619 -0.0010014653769975592 -0.0044422804561429999 -0.016984605445133853 -0.019506992180451248 -0.0060254640223479884 -0.017460518197770052 -0.014747235875258639 0.0050563723232047476 -0.0019669032201101188 -0.023444516527443664 -0.0077224654420447285 -0.0087967205358474489 -0.013981906218040567 -0.0084763889747056943 -0.01415137665547133 -0.0082582750549911495
leaf_weight=23872 636644 31119 5034 46143 1792 61986 1666 1211 2125 3904 95790 14757 18271 6664 8844 28888 10913 24169 24031 43558 9412 18092 27326 56734 332 29685 7819 34522 24591 26479
leaf_count=23872 636644 31119 5034 46143 1792 61986 1666 1211 2125 3904 95790 14757 18271 6664 8844 28888 10913 24169 24031 43558 9412 18092 27326 56734 332 29685 7819 34522 24591 26479
internal_value=-2.62707e-07 -0.0148393 0.0154462 -0.0191518 -0.00540813 -0.0213769 -0.0134811 0.015943 -0.00178817 -0.00890441 -0.0231148 -0.0152207 -0.0184352 -0.0116556 0.000847653 -0.00662501 -0.0217252 -0.0170643 -0.00429222 -0.0192302 -0.0114681 0.00306738 -0.00386599 -0.022228 0.0159903 -0.0108578 -0.00987512 -0.00893173 -0.0126303 -0.00885537
internal_weight=1.32637e+06 676488 649885 464219 212269 333395 130824 638187 104290 107979 209580 94636 123815 11698 50808 57159 113790 55288 53482 105544 50820 26936 51357 102877 636976 46916 37504 36188 39348 28271
internal_count=1326373 676488 649885 464219 212269 333395 130824 638187 104290 107979 209580 94636 123815 11698 50808 57159 113790 55288 53482 105544 50820 26936 51357 102877 636976 46916 37504 36188 39348 28271
cat_boundaries=0 1
cat_threshold=6272
is_linear=0
shrinkage=0.05


Tree=3
num_leaves=31
num_cat=1
split_feature=110 56 71 60 57 112 89 68 59 90 89 16 80 116 56 59 82 100 61 52 92 56 53 88 73 90 62 75 52 136
split_gain=109778 9749.78 3063.24 2027.12 1160.13 597.165 357.569 334.05 289.046 274.986 165.609 155.99 153.258 148.066 119.775 109.561 97.0699 94.236 94.1295 93.0859 85.5698 83.1687 81.3972 75.3586 65.2442 63.5857 55.7767 50.8283 48.7338 46.6524
threshold=0.99999994039535534 233.09912872314456 163.54356384277347 0.43144261837005621 208.73262023925784 -0.8703225553035735 -0.65608158707618702 1.0000000180025095e-35 201.29811096191409 -0.58335480093955983 -0.65608158707618702 13.344999790191652 248.742546081543 0.58068084716796886 192.23835754394534 233.1418151855469 234.87360382080081 0.58802714943885814 0.56010642647743236 2.2050000429153447 -0.9102974236011504 214.10413360595706 2.9150000810623173 -0.46750125288963312 0.37312105298042303 -0.65630772709846485 0.35324651002883917 0.56866687536239635 10.315000057220461 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 7 6 8 11 13 24 14 12 17 18 -6 19 22 -4 -10 -7 -5 27 -18 -14 29 -11 -2 -8 -15 -3 -19 -1
right_child=2 3 15 5 9 10 25 -9 16 23 -12 -13 21 26 -16 -17 20 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024785544506248382 0.015208686832525617 -0.011040701082608413 -0.0033751178429537415 -0.018685071631824354 -0.016423261181289533 -0.019837690987153919 -0.01082445551241315 -0.0071092822926570797 -0.01474902545964249 -0.0086452775328609548 -0.013580748600934679 -0.023728348815962339 -0.0083293856161303793 -0.010240189316316621 -0.0020104709756352821 -0.013990230987305875 -0.0021511211663984967 -0.015040811836742827 -0.021907787549879893 -0.01862584992482642 -0.0061654284329525078 -0.012244865678096063 0.0048667060477898668 -0.0045344691898786876 -0.0049408473436279333 -0.0067809899391627418 -0.014161359640025132 -0.015967203818453055 -0.018218537557790248 -0.0033098630642181951
leaf_weight=7273 636261 8090 3471 33320 11874 64309 20852 1683 2273 19075 19458 88881 29096 17150 27044 8111 26040 20100 70809 25342 27081 25403 17002 26829 402 18217 19247 14839 30183 6658
leaf_count=7273 636261 8090 3471 33320 11874 64309 20852 1683 2273 19075 19458 88881 29096 17150 27044 8111 26040 20100 70809 25342 27081 25403 17002 26829 402 18217 19247 14839 30183 6658
internal_value=-2.55122e-07 -0.0141 0.0146748 -0.018347 -0.00561553 -0.0204093 -0.0128959 0.0151372 -0.00204772 -0.00921811 -0.0178456 -0.0221898 -0.0112759 -0.0147217 0.000420058 -0.010809 -0.00463057 -0.0185698 -0.0208766 -0.0165373 -0.00419761 -0.0101545 0.00254501 -0.00624268 0.015196 -0.00893908 -0.0123137 -0.014229 -0.0169483 -0.000288483
internal_weight=1.32637e+06 676445 649928 450797 225648 327060 123737 638346 113371 112277 134050 193010 66373 84668 57977 11582 55394 114592 104129 48271 53121 54499 30933 45904 636663 39069 36397 22929 50283 13931
internal_count=1326373 676445 649928 450797 225648 327060 123737 638346 113371 112277 134050 193010 66373 84668 57977 11582 55394 114592 104129 48271 53121 54499 30933 45904 636663 39069 36397 22929 50283 13931
cat_boundaries=0 1
cat_threshold=550
is_linear=0
shrinkage=0.05


Tree=4
num_leaves=31
num_cat=3
split_feature=68 56 111 60 57 100 59 89 70 88 58 57 116 112 16 108 136 80 56 90 52 82 92 52 136 31 136 69 58 60
split_gain=99099 8513.27 3181.26 1815.88 879.221 557.534 333.687 323.638 252.087 235.838 203.667 200.731 147.684 123.172 106.18 99.2024 97.7525 93.7264 92.3473 86.8653 85.6377 84.7676 73.7032 71.7713 67.2821 63.3715 65.4262 59.1094 59.1044 57.8241
threshold=182.23811340332034 233.09912872314456 0.99999997019767772 0.43373903632164007 204.364860534668 0.49977882206439977 244.502799987793 -0.60801550745964039 163.06018829345706 -0.48643346130847925 197.57899475097659 242.75866699218753 0.55191597342491161 -0.68832838535308827 13.344999790191652 -0.51420336961746205 0 256.19268798828131 187.93711853027347 -0.57509756088256825 2.3649998903274541 234.87360382080081 -0.67765301465988148 10.315000057220461 1 1018.1499938964845 2 193.01789855957034 246.98384857177737 0.64032059907913219
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 1 2 1 2 2 2
left_child=2 4 6 7 10 11 22 12 27 17 16 -5 20 23 29 -11 -2 -6 -18 -17 -3 -12 -1 -7 -19 26 -23 -4 -14 -13
right_child=1 3 8 5 9 13 -8 -9 -10 15 21 14 28 -15 -16 19 18 24 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0042846198118786129 -0.0045667226214185733 -0.013675765162098267 0.014448270229982499 -0.015998900136285861 -0.016297233092834387 -0.015446285342512925 -0.013164923264359689 -0.0082840016318769822 -0.0057266075811274698 -0.015789982053752375 -0.01532470464946746 -0.018969937878073283 -0.0092458714462766416 -0.013784397578849975 -0.022540494574871998 -0.0076404719951204446 0.0043001255343203737 -0.012204914508924851 -0.00053479268593600296 -0.003745069349128913 -0.017882511101474062 -0.0009748971987683984 -0.0040265886049081863 -0.018563876123524659 -0.0083785536442742455 -0.0086019817233790354 -0.0050235153891232389 -0.0046359188681791806 -0.013139575508550778 -0.021303738367752793
leaf_weight=5079 7593 24239 636252 19680 6178 28074 8949 35961 1554 2472 1598 49521 15292 30723 91733 26805 17808 18227 22173 30705 24153 20875 5618 53913 32008 5577 19137 406 26874 57196
leaf_count=5079 7593 24239 636252 19680 6178 28074 8949 35961 1554 2472 1598 49521 15292 30723 91733 26805 17808 18227 22173 30705 24153 20875 5618 53913 32008 5577 19137 406 26874 57196
internal_value=-2.42806e-07 -0.0135578 0.013777 -0.0173917 -0.00525378 -0.01934 -0.00604055 -0.012297 0.014387 -0.00816494 -0.00167801 -0.0208154 -0.0138906 -0.0164845 -0.0212931 -0.00598226 0.000630552 -0.0104857 0.00161833 -0.00556069 -0.0157754 -0.00400551 -8.03768e-05 -0.0174964 -0.00977099 -0.00360875 -0.00291278 0.0144361 -0.0117275 -0.0202208
internal_weight=1.32637e+06 668515 657858 457359 211156 330840 19646 126519 638212 116395 94761 218130 90558 112710 198450 59982 47574 56413 39981 57510 48392 47187 10697 81987 50235 45589 40012 636658 42166 106717
internal_count=1326373 668515 657858 457359 211156 330840 19646 126519 638212 116395 94761 218130 90558 112710 198450 59982 47574 56413 39981 57510 48392 47187 10697 81987 50235 45589 40012 636658 42166 106717
cat_boundaries=0 1 2 3
cat_threshold=6352 6340 806
is_linear=0
shrinkage=0.05


Tree=5
num_leaves=31
num_cat=2
split_feature=68 56 103 60 57 112 59 89 58 56 136 90 56 89 90 17 91 80 100 96 89 57 136 59 31 39 60 90 29 81
split_gain=89376.6 7568.73 2994.58 1586.9 782.924 547.139 347.637 264.211 242.349 240.177 188.985 147.909 147.062 139.945 122.949 101.587 96.4191 91.6382 76.3091 75.2301 69.8257 64.4312 62.7138 59.1525 56.3437 54.2161 52.6815 50.6528 50.5757 49.59
threshold=187.61125946044925 233.09912872314456 0.99999925494194042 0.42307929694652563 201.36550903320315 -0.85260769724845875 229.81192779541018 -0.60010927915573109 195.21534729003909 208.99365234375003 0 -0.63702851533889759 197.08123016357425 -0.83955782651901234 -0.80982437729835499 13.344999790191652 -0.55145820975303639 256.19268798828131 0.61998403072357189 -0.84980425238609303 -0.73259875178337086 175.691032409668 1 206.52839660644534 1017.8500061035157 17.750000000000004 0.6527274250984193 -0.55917263031005848 1018.1499938964845 247.24794006347659
decision_type=2 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 2 2 2
left_child=2 4 6 7 10 13 25 14 21 16 -2 18 23 15 19 26 29 -11 -7 -3 -8 -4 -19 -12 -24 -1 -5 -9 -16 -6
right_child=1 3 8 5 9 11 20 27 -10 17 12 -13 -14 -15 28 -17 -18 22 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015510284675821851 -0.0058613081370871359 -0.016092971436987794 0.01372398669357006 -0.018045844060477181 -0.014876589805763302 -0.01746915813962718 -0.014933587319181943 -0.0094759597423471065 -0.0074584591374440446 -0.015517591423826332 0.0031160430201551213 -0.011551198663762283 -0.0029240919611020575 -0.016455482954169622 -0.0096423206500485421 -0.0215733103694426 -0.0035818045252226736 -0.012778537241503116 -0.014747212467309293 -0.012136963976955828 -0.0066536662619110232 -0.0039857433378596334 -0.0074916321637300155 -0.0011343184918617571 -0.012190426041577719 0.0055730471613312229 -0.020358288252674706 -0.0055598711325634889 -0.014200115816411266 -0.006912207024251985
leaf_weight=7636 18079 31882 636058 48274 2092 64689 6258 19725 1355 6416 27675 18552 27191 26769 25840 86541 33118 9944 42775 19288 4293 514 34921 11624 7806 4107 50285 14203 7962 29731
leaf_count=7636 18079 31882 636058 48274 2092 64689 6258 19725 1355 6416 27675 18552 27191 26769 25840 86541 33118 9944 42775 19288 4293 514 34921 11624 7806 4107 50285 14203 7962 29731
internal_value=1.56717e-06 -0.012931 0.0130352 -0.0165346 -0.0050397 -0.0182829 -0.00497774 -0.0115666 0.0136647 -0.00756912 -0.00133007 -0.015674 -9.711e-05 -0.0198346 -0.013056 -0.0203233 -0.00547036 -0.00987581 -0.0163857 -0.0146018 -0.0115646 0.0137097 -0.00918857 0.00185886 -0.00834812 0.000940548 -0.0192257 -0.0078366 -0.0107159 -0.00743577
internal_weight=1.3256e+06 665382 660221 456785 208597 337885 22294 118900 637927 124028 84569 126016 66490 211869 84972 185100 64941 59087 107464 51170 10551 636572 52671 39299 42727 11743 98559 33928 33802 31823
internal_count=1325603 665382 660221 456785 208597 337885 22294 118900 637927 124028 84569 126016 66490 211869 84972 185100 64941 59087 107464 51170 10551 636572 52671 39299 42727 11743 98559 33928 33802 31823
cat_boundaries=0 1 2
cat_threshold=6352 6272
is_linear=0
shrinkage=0.05


Tree=6
num_leaves=31
num_cat=2
split_feature=68 56 103 61 89 112 59 90 58 90 24 136 89 16 82 52 56 136 100 30 108 63 59 29 91 69 109 60 92 60
split_gain=80664.6 6702.03 2846.83 1499.64 641.343 479.828 345.738 283.255 220.635 199.649 169.187 168.727 161.654 102.882 100.569 97.3804 88.6743 77.8117 76.2263 75.7872 71.6967 71.3119 64.2041 63.248 61.0659 58.3055 56.2978 54.3707 52.8284 50.5629
threshold=192.338737487793 230.56867980957034 0.99999925494194042 0.4460610300302506 -0.35857760906219477 -0.88697704672813404 229.81192779541018 -0.6802597939968108 195.21534729003909 -0.47864925861358637 305.50000000000006 0 -0.64278316497802723 13.344999790191652 251.28166198730472 2.935000061988831 190.58522796630862 1 0.57346081733703624 1017.0499877929689 -0.44900047779083246 0.454638421535492 212.55132293701175 1017.8500061035157 -0.85434195399284352 245.7658386230469 -0.35127216577529902 0.43144261837005621 -0.85578683018684376 0.36706487834453588
decision_type=2 2 2 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
left_child=2 4 6 7 9 13 28 10 25 14 15 16 18 24 -2 -3 27 -16 -7 -19 -9 -8 -13 -22 -5 -4 -11 -6 -1 -12
right_child=1 3 8 5 11 12 21 20 -10 26 29 22 -14 -15 17 -17 -18 19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0039591149962178432 -0.015267896052135653 -0.012716127421838794 0.0130370615840889 -0.018768669893213456 0.0003875855808320704 -0.017099892613918054 -0.0062255539930100388 -0.017249193452719334 -0.0069757036661588796 -0.012487596105748308 -0.0087025393170581788 -0.0020363972595276139 -0.010590777205887386 -0.020620281900028233 -0.011600187686708513 -0.016809703492169953 -0.0013075114984008793 -0.006187999337830102 -0.014645886895601505 -0.010565524959890884 -0.0068735638931341578 -0.014335209738358633 -0.0062436464242766011 -0.011289748211060026 -0.015389607276256803 -0.0045242010209296905 -0.0040476950765124843 0.0054745260963549721 -0.0021884631926491326 -0.012261235373596552
leaf_weight=7288 5370 30012 636116 77479 9647 70256 4783 2137 1382 2071 20085 22499 15520 80853 13143 28159 23413 39380 57578 13202 35549 6257 15190 10503 16159 473 43011 11532 6714 19842
leaf_count=7288 5370 30012 636116 77479 9647 70256 4783 2137 1382 2071 20085 22499 15520 80853 13143 28159 23413 39380 57578 13202 35549 6257 15190 10503 16159 473 43011 11532 6714 19842
internal_value=1.48223e-06 -0.0123365 0.0123316 -0.0156247 -0.00464628 -0.0175529 -0.0042054 -0.0114354 0.0129807 -0.00703833 -0.0129774 -0.00126882 -0.0154095 -0.0193137 -0.00868887 -0.0146977 0.000812935 -0.00815134 -0.0159946 -0.0072857 -0.00829621 -0.0108218 -0.00373108 -0.00788076 -0.0181855 0.013024 -0.00443541 0.00315743 0.00101133 -0.0104711
internal_weight=1.3256e+06 662590 663013 464132 198458 317845 25042 146287 637971 116177 98098 82281 143354 174491 71095 58171 44592 65725 127834 52582 48189 11040 37689 46052 93638 636589 45082 21179 14002 39927
internal_count=1325603 662590 663013 464132 198458 317845 25042 146287 637971 116177 98098 82281 143354 174491 71095 58171 44592 65725 127834 52582 48189 11040 37689 46052 93638 636589 45082 21179 14002 39927
cat_boundaries=0 1 2
cat_threshold=802 6272
is_linear=0
shrinkage=0.05


Tree=7
num_leaves=31
num_cat=4
split_feature=98 56 111 60 90 117 89 56 57 68 59 60 136 80 52 116 110 136 57 52 108 136 57 31 101 100 30 136 73 30
split_gain=72822.6 6232.51 2248.12 1278.25 801.38 450.787 239.319 234.685 216.727 210.406 209.364 141.481 131.556 120.148 118.593 101.291 71.2482 67.952 67.6612 67.6084 66.4153 65.3657 61.8754 61.5475 59.8127 55.6523 52.3198 52.0951 50.2899 49.8953
threshold=-1.0000000180025095e-35 234.88694763183597 0.99999997019767772 0.41537745296955114 -0.47864925861358637 0.52247866988182079 -0.58450794219970692 199.37427520751956 240.00262451171878 162.88597106933597 241.00024414062503 0.58842751383781444 0 256.19268798828131 2.6149998903274541 0.8038262426853181 -0.51574298739433277 1 236.54665374755862 11.525000095367433 -0.39059840142726893 2 186.92773437500003 1018.7500000000001 0.3313621729612351 0.50845810770988475 1018.3500061035157 3 0.37312105298042303 1019.3500061035157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 1 2 2 2 2 2 1 2 2
left_child=1 4 10 8 6 11 13 12 20 28 -2 18 22 -1 17 19 -8 -10 -5 -7 -3 -15 -6 27 -13 -16 -22 -18 -4 -9
right_child=2 3 9 5 7 15 16 29 14 -11 -12 24 -14 21 25 -17 23 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.013803163338514897 -0.00013200824807913097 -0.01590624044017571 0.012387763988044429 -0.012205638772611464 0.0043476440457529599 -0.013125911590445974 -0.014480385976527843 -0.0040241558763162979 -0.0063611420659529065 -0.0053258598210905424 -0.010725961435042312 -0.0195471484159675 -0.002756586664146775 -0.01080924283511495 -0.016419469547994951 -0.010162981217485474 -0.0021920654865952931 -0.011385863419364504 -0.016664542978552362 -0.015742169777465936 -0.0060892342020297321 -0.0071885564559032852 0.000343493518692273 -0.0097790646343876644 -0.017510631607268335 -0.012020863960982165 -0.01085634323957181 -0.0056693326909782391 -0.0051291821754776042 -0.0107197575519591
leaf_weight=13761 9612 2195 635915 9971 16538 43493 1943 41765 8787 1683 9059 92748 22753 20242 16257 14662 19733 30175 57982 57128 31370 33179 23158 5349 58983 12895 7049 23827 410 2981
leaf_count=13761 9612 2195 635915 9971 16538 43493 1943 41765 8787 1683 9059 92748 22753 20242 16257 14662 19733 30175 57982 57128 31370 33179 23158 5349 58983 12895 7049 23827 410 2981
internal_value=1.40349e-06 -0.01161 0.0118293 -0.0150486 -0.00483603 -0.0165776 -0.00767827 -0.00170639 -0.0103381 0.0123298 -0.0052721 -0.0179063 0.000273948 -0.00963703 -0.0120619 -0.0140456 -0.00509049 -0.0102572 -0.0160103 -0.0146113 -0.00744718 -0.00856386 0.00201118 -0.00471746 -0.0187555 -0.0144738 -0.00696389 -0.00409591 0.0123765 -0.00447022
internal_weight=1.3256e+06 668924 656679 443695 225229 334967 118034 107195 108728 638008 18671 219684 62449 67182 68114 115283 50852 38962 67953 100621 40614 53421 39696 48909 151731 29152 38419 43560 636325 44746
internal_count=1325603 668924 656679 443695 225229 334967 118034 107195 108728 638008 18671 219684 62449 67182 68114 115283 50852 38962 67953 100621 40614 53421 39696 48909 151731 29152 38419 43560 636325 44746
cat_boundaries=0 1 2 3 4
cat_threshold=1826 274 6340 802
is_linear=0
shrinkage=0.05


Tree=8
num_leaves=31
num_cat=3
split_feature=68 56 103 60 57 101 57 104 58 118 91 136 57 91 56 80 88 52 108 31 136 100 52 136 60 56 52 57 80 28
split_gain=65745 5477.3 2292.46 1281.64 511.006 365.166 327.896 293.502 178.345 174.559 166.583 137.967 102.948 101.627 93.4624 88.0966 86.4883 86.4311 73.4469 73.3977 73.5796 69.3691 62.028 57.947 54.6937 52.4493 49.9289 49.2384 46.7999 47.6936
threshold=192.338737487793 228.80474853515628 0.99999925494194042 0.48158860206604009 199.13560485839847 0.50919300317764293 231.52017211914065 -0.25954504311084742 207.86814880371097 0.63605400919914257 -0.48007859289646143 0 246.20938873291018 -0.67548885941505421 190.58522796630862 256.19268798828131 -0.57878658175468434 2.0849999189376835 -0.39059840142726893 1019.3500061035157 1 0.31749978661537176 2.9850000143051152 2 0.31506322324275976 201.66773223876956 13.135000228881838 222.18701171875003 274.03475952148443 1017.6499938964845
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2
left_child=2 4 7 6 11 12 18 -1 27 17 15 -2 -5 -9 22 -6 26 -8 -3 20 -17 -14 -13 -20 -11 -12 -7 -4 -19 -30
right_child=1 3 8 5 10 16 9 13 -10 24 25 14 21 -15 -16 19 -18 28 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0021346512378546587 -0.0049490596389366948 -0.015111328375973702 0.011762930244270872 -0.013464541982565571 -0.012754320343996664 -0.012493247704514644 -0.011348811369340463 -0.011941923157813318 -0.0070622678677309397 -0.0067103458775442633 -0.0021634803082161594 -0.00031684745619919353 -0.018347037122092579 -0.0028647971173519121 -0.00157762158909412 -0.010208860850629496 -0.007737838509992147 -0.017208545390382263 -0.0047629906083935256 -0.011958677398044402 -0.0055765038374625403 -0.016364628094299793 0.0044617915614384362 -0.0083080386579608353 -0.010602313965414958 -0.0055003808551979359 -0.014844353398636087 -0.0069426382840240622 -0.012064998156787137 -0.015992210596434211
leaf_weight=11569 15860 2718 636357 16674 7470 37566 30553 8695 1262 13071 24216 11880 112104 4778 31100 10552 6047 13869 21746 6720 46601 72776 15852 24829 29176 22923 56610 352 18281 13396
leaf_count=11569 15860 2718 636357 16674 7470 37566 30553 8695 1262 13071 24216 11880 112104 4778 31100 10552 6047 13869 21746 6720 46601 72776 15852 24829 29176 22923 56610 352 18281 13396
internal_value=1.31579e-06 -0.0111373 0.0111329 -0.0140536 -0.00405079 -0.0160008 -0.0105483 -0.00370686 0.0117154 -0.0119754 -0.00609262 -0.000811887 -0.0172273 -0.00872285 0.000304207 -0.00761658 -0.0135343 -0.0134062 -0.0071219 -0.00701571 -0.00643453 -0.0175667 0.00241469 -0.00665565 -0.00939816 -0.00378617 -0.0139065 0.0117526 -0.0147863 -0.0137258
internal_weight=1.3256e+06 662590 663013 469416 193174 301777 167639 25042 637971 118346 118482 74692 201554 13473 58832 71343 100223 76099 49293 63873 57153 184880 27732 46575 42247 47139 94176 636709 45546 31677
internal_count=1325603 662590 663013 469416 193174 301777 167639 25042 637971 118346 118482 74692 201554 13473 58832 71343 100223 76099 49293 63873 57153 184880 27732 46575 42247 47139 94176 636709 45546 31677
cat_boundaries=0 1 2 3
cat_threshold=6352 6272 818
is_linear=0
shrinkage=0.05


Tree=9
num_leaves=31
num_cat=1
split_feature=70 88 103 60 57 57 113 82 91 73 91 16 91 82 63 56 31 88 17 82 31 59 52 82 52 136 30 57 68 116
split_gain=59363.2 5001.02 1925.74 1202.36 635.344 360.886 238.967 216.572 181.71 170.675 141.062 136.137 100.086 90.4451 83.9867 81.686 81.3411 77.064 73.9043 69.9778 64.4919 62.761 60.9717 58.9026 58.6212 50.918 45.6447 42.8473 41.3184 41.0779
threshold=187.22644042968753 -0.66417932510375965 0.99999925494194042 0.50111499428749096 214.05600738525393 240.00262451171878 -0.88697704672813404 195.15849304199222 -0.39086256921291346 1.0000000180025095e-35 -0.44108812510967249 13.344999790191652 -0.73456531763076771 241.77285766601565 0.47784967720508581 190.58522796630862 1019.3500061035157 -0.63804179430007923 13.344999790191652 237.37380218505862 1019.4500122070314 203.54548645019534 2.8149999380111699 297.37527465820318 10.515000343322756 0 1017.4500122070314 249.54417419433597 257.98400878906256 -0.70088258385658253
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=2 3 7 5 8 13 18 17 19 28 14 12 23 -2 26 22 21 -1 27 -3 25 -15 -10 -7 -8 -21 -6 -5 -4 -13
right_child=1 4 9 6 10 11 24 -9 15 -11 -12 29 -14 16 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011293448547606675 -0.014816523407587989 -0.012519096618785547 0.011179934683735522 -0.012853592657680471 -0.0059007469032744363 -0.013901745218310921 -0.012284572242644166 0.0020205474984330042 -0.00025296601674092769 -0.0047505296027920679 -0.0040699953262066466 -0.0092669490056726377 -0.0085977410079270122 -0.0035174447287401609 -0.010419314191786336 -0.0015066375978843817 -0.011684983096040123 -0.0034578907015193924 -0.017881724335218785 -0.0010905088772777544 -0.0096523248939674108 -0.0072773089122717995 0.0043357201690405215 -0.010920350536852148 -0.014637583484356351 -0.0043674405321491574 -0.0097550061724648446 -0.016189236376445548 -0.0043605927985855683 -0.016590266758130131
leaf_weight=7620 3818 2164 635954 11134 30451 29507 40893 9030 13561 1688 27103 2151 26453 15513 28296 30508 7740 5335 78601 22186 3752 39008 15529 37776 75046 25502 10273 71142 428 17441
leaf_count=7620 3818 2164 635954 11134 30451 29507 40893 9030 13561 1688 27103 2151 26453 15513 28296 30508 7740 5335 78601 22186 3752 39008 15529 37776 75046 25502 10273 71142 428 17441
internal_value=1.23754e-06 -0.0105359 0.0106261 -0.0134717 -0.00413725 -0.0102833 -0.0155382 -0.00392351 -0.00159891 0.0111274 -0.00712661 -0.0119957 -0.0112034 -0.00734652 -0.00832689 0.000300923 -0.00688844 -0.00806669 -0.0167853 -0.00371118 -0.00334064 -0.00620751 0.00219659 -0.0122278 -0.0138076 -0.00284405 -0.00687302 -0.0157378 0.0111695 -0.0157862
internal_weight=1.3256e+06 665548 660055 456223 209325 179407 276816 21985 113202 638070 96123 113328 93736 66079 69020 59598 62261 12955 160877 53604 51440 54521 29090 67283 115939 47688 40724 82276 636382 19592
internal_count=1325603 665548 660055 456223 209325 179407 276816 21985 113202 638070 96123 113328 93736 66079 69020 59598 62261 12955 160877 53604 51440 54521 29090 67283 115939 47688 40724 82276 636382 19592
cat_boundaries=0 1
cat_threshold=802
is_linear=0
shrinkage=0.05


Tree=10
num_leaves=31
num_cat=0
split_feature=68 88 111 60 58 80 58 91 58 118 57 68 57 58 108 56 31 57 53 108 59 57 82 92 30 80 31 88 57 108
split_gain=53636.2 4336.61 1974.27 1145.48 420.918 307.424 306.769 253.675 154.042 141.124 136.213 127.658 105.101 88.0481 81.9406 70.6553 68.0303 63.3272 60.3252 58.5023 57.4503 49.5712 46.5089 45.7333 43.3393 42.5054 41.7774 40.5413 40.2507 39.9738
threshold=199.60347747802737 -0.63120678067207325 0.99999997019767772 0.47688101232051855 207.15495300292972 207.94709014892581 232.8984298706055 -0.84915772080421437 209.26230621337893 0.56638467311859142 192.91523742675784 291.96382141113287 222.96417999267581 220.308464050293 -0.39059840142726893 267.95095825195318 1016.5499877929689 228.83806610107425 2.5749999284744267 -0.34605163335800165 202.74103546142581 243.71644592285159 237.37380218505862 -0.36131212115287775 1017.6499938964845 239.53385162353518 1018.1499938964845 -0.097414951771497713 197.64314270019534 -0.51420336961746205
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 3 5 6 10 13 14 11 28 16 18 23 22 -1 -2 -13 25 -9 -3 -12 -16 -11 -6 -5 -22 -8 -24 -7 -4 -14
right_child=1 4 8 7 12 27 9 17 -10 21 19 15 29 -15 20 -17 -18 -19 -20 -21 24 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0030645061939735285 -0.014123987077733369 -0.001059342155846415 0.010618136106558351 -0.013135231594253421 -0.012421858516559282 0.00023021845471933746 -0.015714142254561591 -0.008925334863298098 -0.0067901194450244607 -0.0064271677792260909 -0.010812211631563332 -0.0097419695193064759 -0.0145107543120489 -0.011268560372416681 -0.0035599545235981025 -0.014408541702648579 -0.014120440531774773 -0.012786176246825341 0.0030817446156237577 -0.0023466307501775487 -0.0061462232040425877 -0.009919527093344465 -0.0032333265819928809 -0.01667725503433256 -0.010087529847975533 -0.010206717954583678 -0.0076257723645178814 0.0054360391624428857 -0.0031666435053701657 -0.0071636534774299808
leaf_weight=5369 3294 15261 636297 9868 1637 10419 3979 12271 1275 14678 2132 9086 1927 8367 16775 75609 30988 78989 20755 47705 30252 33017 38996 119139 9065 29309 6286 5834 530 47144
leaf_count=5369 3294 15261 636297 9868 1637 10419 3979 12271 1275 14678 2132 9086 1927 8367 16775 75609 30988 78989 20755 47705 30252 33017 38996 119139 9065 29309 6286 5834 530 47144
internal_value=2.57815e-06 -0.0101281 0.00998266 -0.0126358 -0.00355936 -0.0025551 -0.00936473 -0.0144738 0.0105719 -0.0109054 -0.00101572 -0.0154161 -0.00583438 -0.00806184 -0.0064598 -0.0139079 -0.0124345 -0.012267 0.00132705 -0.00270878 -0.00600972 -0.00884476 -0.00414239 -0.0164063 -0.00705494 -0.010865 -0.00384308 0.00209884 0.0106067 -0.00745217
internal_weight=1.32625e+06 658162 668091 476319 181843 29989 171357 304962 638102 111971 85853 213702 95990 13736 59386 84695 64276 91260 36016 49837 56092 47695 46919 129007 39317 33288 45282 16253 636827 49071
internal_count=1326253 658162 668091 476319 181843 29989 171357 304962 638102 111971 85853 213702 95990 13736 59386 84695 64276 91260 36016 49837 56092 47695 46919 129007 39317 33288 45282 16253 636827 49071
is_linear=0
shrinkage=0.05


Tree=11
num_leaves=31
num_cat=0
split_feature=68 56 111 61 89 100 104 52 91 80 58 91 96 89 90 89 97 111 80 75 110 30 56 16 16 31 56 93 52 31
split_gain=48406.6 3930.03 1781.78 846.271 519.812 313.327 277.645 191.721 163.22 139.47 139.023 110.434 102.694 88.4353 81.6426 81.0468 68.2216 66.6783 66.6656 63.8691 61.8329 59.8014 54.6833 54.6287 49.3436 45.6689 45.6384 40.812 40.6536 38.0816
threshold=199.60347747802737 239.294548034668 0.99999997019767772 0.43117332458496099 -0.5070180594921111 0.47373121976852423 -0.32821704447269434 3.7250000238418584 -0.31527483463287348 252.50864410400393 209.26230621337893 -0.43118219077587122 -0.76873415708541859 -0.65608158707618702 -0.81294330954551686 -0.54192733764648426 -0.84640848636627186 0.46422289311885839 239.53385162353518 0.58789035677909862 -0.51574298739433277 1018.0499877929689 189.78443908691409 14.039999961853029 13.344999790191652 1017.0499877929689 204.6040954589844 -0.43144863843917841 2.4450000524520878 1020.6499938964845
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 6 7 9 14 -1 12 18 -2 -4 16 19 -8 23 24 25 -9 -6 -3 -10 26 28 -5 -7 -11 -20 -19 -22 -21
right_child=1 3 10 5 8 15 13 17 20 11 -12 -13 -14 -15 -16 -17 -18 27 21 29 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020447006321437844 -0.012251451768987088 -0.0065437882261739815 0.010076330561253328 -0.014733444874469781 -0.011011328374978042 -0.01127044087843387 -0.011163110859913849 -0.014352108475442238 -0.010049989424354316 -0.0072857493952482718 -0.0064506134505511502 -0.0034436151161404182 -0.0046230187363087063 -0.0031355964870725494 -0.011991224063881581 -0.0062061220273305073 -0.0051291947961539892 -0.0064085232613492766 -0.0012224459709738846 -0.0092083242032125253 -0.00019599842728824487 -0.0071307467049413964 -0.00086241635555051933 -0.016665699456141058 -0.013458845781584237 -0.010805813404943285 -0.0042260446249280078 -0.011187824244149104 0.0042604539251879393 -0.013800576495556103
leaf_weight=16088 10048 23504 636827 123526 2805 75063 7736 14454 1383 30688 1275 28512 23546 6165 20780 6323 26494 5788 29726 28419 8343 8059 26165 51968 39215 13168 22012 19569 13237 5367
leaf_count=16088 10048 23504 636827 123526 2805 75063 7736 14454 1383 30688 1275 28512 23546 6165 20780 6323 26494 5788 29726 28419 8343 8059 26165 51968 39215 13168 22012 19569 13237 5367
internal_value=2.44926e-06 -0.00962166 0.00948353 -0.0123654 -0.00418091 -0.0137223 -0.00242734 -0.00880163 -0.00178483 -0.00663902 0.0100433 -0.00606859 -0.00740286 -0.00760296 -0.0149547 -0.0117165 -0.00713247 -0.0116418 -0.00347777 -0.00854537 0.000372418 -0.00312438 0.000674318 -0.0153056 -0.0120214 -0.00834267 -0.00250033 -0.0100969 0.00253755 -0.00993782
internal_weight=1.32625e+06 658162 668091 437522 220640 316875 29989 120647 111730 108910 638102 98862 80836 13901 196274 120601 70350 39811 62602 57290 49128 59797 47745 175494 114278 43856 51738 25357 21580 33786
internal_count=1326253 658162 668091 437522 220640 316875 29989 120647 111730 108910 638102 98862 80836 13901 196274 120601 70350 39811 62602 57290 49128 59797 47745 175494 114278 43856 51738 25357 21580 33786
is_linear=0
shrinkage=0.05


Tree=12
num_leaves=31
num_cat=5
split_feature=68 88 111 61 58 91 80 114 57 52 57 29 89 31 136 57 16 108 136 108 136 57 53 108 136 136 52 112 86 88
split_gain=43687 3573.38 1608.06 949.25 353.622 270.303 250.843 229.203 125.698 123.172 113.703 89.1191 80.5526 78.7928 79.2938 77.5821 68.2753 68.0592 60.9446 57.9035 55.2294 53.4053 52.8493 51.1784 48.9499 45.4765 47.4962 40.9856 37.5988 36.5807
threshold=199.60347747802737 -0.63120678067207325 0.99999997019767772 0.4811216145753861 207.15495300292972 -0.656054526567459 207.94709014892581 -0.8703225553035735 211.73011779785159 4.6250000000000009 192.07698059082034 1018.2500000000001 -0.65608158707618702 1019.6499938964845 0 226.22800445556643 13.344999790191652 -0.58365184068679798 1 -0.39059840142726893 2 215.61645507812503 2.5749999284744267 -0.44900047779083246 3 4 12.414999961853029 -0.8338540494441985 0.73993995785713207 -0.097414951771497713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 1 1 2 2 2 2
left_child=2 3 6 5 10 9 12 16 28 13 22 17 -1 14 -2 -9 24 -6 -19 -7 -11 -21 -3 -12 -5 -17 -27 -25 -4 -8
right_child=1 4 8 7 11 19 29 15 -10 20 23 -13 -14 -15 -16 25 -18 18 -20 21 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-0.010687856588217899 -0.0061095270596511079 -0.0008928842761520893 0.0095850114818708237 -0.014538514352443977 -0.012159999466540429 -0.012632151865158734 0.0001229292318472619 -0.0067969237503890112 -0.0065991564406286249 -0.010957383883096198 -0.010709692212101584 -0.0083407965297830552 -0.0029778692074730519 -0.012017114714231777 -0.0095621899933925874 -0.013709054175727398 -0.01534878658524182 -0.00277814398561193 -0.0056452040373100518 -0.0033032406906666548 -0.015114541426845866 -0.0065494894140673944 0.0030533616398855262 -0.0044951680463847492 -0.012262580840828187 -0.0096748715921834011 -0.012138396191843082 -0.0011988680154827016 -0.001477568413992927 0.005067931095465837
leaf_weight=7665 29592 14828 636129 47987 2801 2881 10419 8359 1204 27540 1765 18892 6071 15470 38508 24562 81707 36949 37348 20007 11587 34546 19831 12686 49278 30871 53424 36743 769 5834
leaf_count=7665 29592 14828 636129 47987 2801 2881 10419 8359 1204 27540 1765 18892 6071 15470 38508 24562 81707 36949 37348 20007 11587 34546 19831 12686 49278 30871 53424 36743 769 5834
internal_value=2.32683e-06 -0.00914058 0.00900935 -0.0114169 -0.00317786 -0.00855474 -0.00230598 -0.0131576 0.00954114 -0.0098799 -0.000846409 -0.0052631 -0.00728022 -0.00879592 -0.00806418 -0.011439 -0.0142833 -0.00450895 -0.00422051 -0.00572378 -0.0121951 -0.00535895 0.00136506 -0.0023436 -0.0133882 -0.0117954 -0.0112349 -0.00204487 0.00957165 0.00189793
internal_weight=1.32625e+06 658162 668091 476319 181843 180131 29989 296188 638102 122697 85853 95990 13736 83570 68100 117216 178972 77098 74297 57434 39127 54553 34659 51194 97265 108857 84295 49429 636898 16253
internal_count=1326253 658162 668091 476319 181843 180131 29989 296188 638102 122697 85853 95990 13736 83570 68100 117216 178972 77098 74297 57434 39127 54553 34659 51194 97265 108857 84295 49429 636898 16253
cat_boundaries=0 1 2 3 4 5
cat_threshold=307 822 1811 6336 6340
is_linear=0
shrinkage=0.05


Tree=13
num_leaves=31
num_cat=6
split_feature=71 57 56 61 88 116 81 58 88 91 57 88 97 52 136 17 56 136 136 75 109 110 68 31 56 31 136 111 136 136
split_gain=39456.1 3396.18 1313.44 778.605 511.53 294.445 143.359 143.074 125.365 124.744 124.277 99.8388 93.9775 82.2506 81.9364 67.1356 58.8969 57.1265 55.7068 52.9527 49.5723 48.1225 46.0938 45.4245 44.2566 42.1694 40.6979 40.1482 39.476 39.2931
threshold=192.45852661132815 232.37802886962893 182.47277832031253 0.40070120990276342 -0.41967460513114924 0.53727915883064281 254.380729675293 209.26230621337893 -0.70442315936088551 -0.47015242278575892 249.54417419433597 -0.86690944433212269 -0.83339089155197132 1.935000002384186 0 14.039999961853029 259.80432128906256 1 2 0.61782941222190868 0.99999997019767772 -0.58659821748733509 302.89440917968756 1018.1499938964845 183.57373809814456 1017.9500122070314 3 -0.34792974591255182 4 5
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 1 2 2 2 2 2 2 2 1 2 1 1
left_child=2 4 7 8 6 11 -2 20 13 21 -4 15 19 26 -7 18 -16 24 -5 -8 -1 -6 -15 -21 -11 28 -3 -19 -23 -14
right_child=1 3 10 5 9 14 12 -9 -10 17 -12 -13 29 22 16 -17 -18 27 -20 23 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0033453332907803532 -0.0098201520969297459 -0.0036206296198226535 -0.00059479540632088965 -0.01411573693952003 -0.011871997459043866 -0.0055332645576478953 -0.0044384737251881466 -0.0029948681912375301 -0.0049383977707567446 0.004903609948704874 -0.0084942420812553592 -0.011012672423485229 -0.0057951554128589464 -0.011534296519014269 -0.0076208798216383343 -0.015161315948770335 -0.011005494897730716 -0.010454425893598088 -0.012060088370563637 -0.0065515405743882347 0.0091056635154200382 -0.0058235389314622021 -0.0077843172605420582 -0.011207194349155184 0.00073106499885584799 -0.0064484144244417582 -0.0077930328859095281 -0.00037623119645619326 -0.0010751077093901407 -0.0020256391523097799
leaf_weight=3757 17606 8339 12421 68700 1448 8984 26254 2466 37566 10824 8310 41711 9160 22709 14958 56389 91347 1021 66400 28253 636209 5236 12821 6432 15392 5945 20034 30752 26524 28285
leaf_count=3757 17606 8339 12421 68700 1448 8984 26254 2466 37566 10824 8310 41711 9160 22709 14958 56389 91347 1021 66400 28253 636209 5236 12821 6432 15392 5945 20034 30752 26524 28285
internal_value=2.17603e-06 -0.0086224 0.0086258 -0.0110851 -0.00342315 -0.0122074 -0.00566483 0.00902553 -0.00723061 -0.000746518 -0.00376128 -0.0132293 -0.00492123 -0.00857811 -0.0101404 -0.0137122 -0.0105283 0.000725748 -0.0131073 -0.00613258 0.00907185 -0.00292707 -0.0101811 -0.00741489 0.00245288 -0.00258356 -0.00657076 -0.000699866 -0.00186011 -0.00294985
internal_weight=1.32625e+06 663090 663163 449958 213132 348489 115990 642432 101469 97142 20731 233200 98384 63903 115289 191489 106305 57989 135100 60939 639966 39153 35530 34685 26216 37705 28373 31773 31760 37445
internal_count=1326253 663090 663163 449958 213132 348489 115990 642432 101469 97142 20731 233200 98384 63903 115289 191489 106305 57989 135100 60939 639966 39153 35530 34685 26216 37705 28373 31773 31760 37445
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=16 546 6340 306 6288 5252
is_linear=0
shrinkage=0.05


Tree=14
num_leaves=31
num_cat=4
split_feature=70 58 103 62 88 117 88 82 89 136 101 52 56 96 82 136 110 96 136 80 57 89 28 17 108 136 92 96 115 28
split_gain=35630.5 3084.91 1145.66 713.085 444.316 273.691 165.575 163.714 124.444 102.678 101.928 97.2803 95.9998 74.1021 71.6716 62.7907 62.2183 54.7362 50.678 50.3573 50.2759 48.2304 47.9014 44.5166 43.8338 42.703 41.3281 40.4279 37.9382 31.5007
threshold=191.70363616943362 231.27888488769534 0.99999925494194042 0.42103128135204321 -0.38927228748798365 0.53727915883064281 -0.69922354817390431 195.15849304199222 -0.47964042425155634 0 0.97420278191566478 4.6250000000000009 252.66297912597659 -0.73095536231994618 243.77509307861331 1 -0.58659821748733509 -0.82819256186485279 2 257.67259216308599 220.517936706543 -0.18135442584753034 1018.9500122070314 13.344999790191652 -0.58365184068679798 3 -0.33370478451251978 -0.8156999647617339 -0.8703225553035735 1018.7500000000001
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 1 2 2 2 2
left_child=2 4 7 6 8 12 11 20 14 16 -4 18 19 26 -2 -14 -6 -16 -3 -5 -1 -18 -8 -17 -10 -15 -7 -26 -11 -20
right_child=1 3 10 5 9 13 22 -9 24 28 -12 -13 15 25 17 23 21 -19 29 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0022449198045751445 -0.012037057676871663 -0.0046332515810056174 -0.0037101906860439755 -0.012587521102666161 -0.009137153919257934 -0.0069389474250885598 -0.003954030713628892 0.0019966377263923112 -0.011627318681596471 -0.004755087641988621 0.0086438512294782222 -0.011321141114082497 -0.014012521340874849 -0.003632963931759021 -0.0069630542747429088 -0.011117812143687121 0.00014454153598248676 -0.0039312784113866859 -0.0075166895190542041 -0.008648014554952 -0.0086201570734822149 0.003419030199964371 -0.0085189619432614935 -0.013159578841779885 -0.0038533393883964646 -0.0084415823444831985 -0.010849453187431092 -0.00063695866552356938 -0.0012649681768725407 -0.010852068505816112
leaf_weight=4973 5153 12863 1674 13118 1398 7496 36835 11301 1411 10617 636431 22118 88363 5493 43012 50658 25815 22768 32672 21256 8178 19925 6809 56439 26503 30774 68484 15474 29205 9037
leaf_count=4973 5153 12863 1674 13118 1398 7496 36835 11301 1411 10617 636431 22118 88363 5493 43012 50658 25815 22768 32672 21256 8178 19925 6809 56439 26503 30774 68484 15474 29205 9037
internal_value=2.04568e-06 -0.00818627 0.00820444 -0.0104353 -0.00301948 -0.0115998 -0.00712477 -0.0024168 -0.00506833 -0.00032597 0.00861144 -0.00852393 -0.0125882 -0.00957608 -0.00635852 -0.0130167 0.00125311 -0.00591369 -0.00739022 -0.0101514 -0.00620939 0.00157096 -0.00466622 -0.0121927 -0.00295906 -0.0077166 -0.0104637 -0.00266768 -0.00219492 -0.00823738
internal_weight=1.32625e+06 663696 662557 462415 201281 342081 120334 24452 114321 86960 638105 76690 229834 112247 70933 195460 47138 65780 54572 34374 13151 45740 43644 107097 43388 36267 75980 41977 39822 41709
internal_count=1326253 663696 662557 462415 201281 342081 120334 24452 114321 86960 638105 76690 229834 112247 70933 195460 47138 65780 54572 34374 13151 45740 43644 107097 43388 36267 75980 41977 39822 41709
cat_boundaries=0 1 2 3 4
cat_threshold=802 6340 274 48
is_linear=0
shrinkage=0.05


Tree=15
num_leaves=31
num_cat=6
split_feature=96 56 111 60 90 116 80 82 136 30 80 59 57 57 91 52 136 25 88 30 136 52 136 52 88 57 136 30 136 52
split_gain=32174 2664.86 1258.71 572.29 378.032 240.794 194.466 123.514 104.129 104.282 102.124 100.169 96.7322 96.5103 76.6674 72.739 68.4609 63.2709 52.5869 50.1069 48.2863 48.2038 46.3108 43.3594 39.9325 39.0152 36.4729 35.9253 32.4654 31.8797
threshold=-0.34130072593688959 239.294548034668 0.99999997019767772 0.39735749363899237 -0.4319517165422439 0.50751903653144848 207.94709014892581 249.97223663330081 0 1017.0499877929689 239.53385162353518 232.35504913330081 199.86253356933597 192.91523742675784 -0.76036751270294178 11.114999771118166 1 307.50000000000006 -0.44964289665222162 1017.5499877929689 2 2.245000004768372 3 0.10500000044703485 -0.097414951771497713 247.86948394775393 4 1017.4500122070314 5 10.144999980926515
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 1 2 1 2
left_child=1 4 6 11 7 15 14 -1 -9 18 -6 -3 -4 21 -2 20 29 27 -10 28 23 -12 -17 -5 -23 -18 -8 -13 -15 -7
right_child=2 3 12 5 10 16 26 8 9 -11 13 17 -14 19 -16 22 25 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.010878483807875962 -0.0093102454825584723 -0.0042688668828902137 0.0082077982341079141 -0.0056324120126714427 -0.0094053826171285604 -0.0061552282693767731 0.0037555792207387135 -0.0078740018566559183 -0.0043430602058037206 -0.0069663815997943017 -0.0011745278591844112 -0.0079130546732757295 -0.005180578708165455 -0.00010743347381770625 -0.001922440910487774 -0.014071998274156138 -0.0068043993806178871 -0.0059658534732743487 -0.0015885256139418786 -0.0054673696267099224 -0.0097465754545863013 0.00093833920610464014 -0.012076985868453913 -0.012375466843952429 0.0051204766450364848 -0.010643644204914038 -0.000515893296049694 -0.011275132871650283 -0.0027740693351144294 -0.0088267590593227654
leaf_weight=8944 8094 30324 636445 2502 3500 17130 9580 21974 37859 22968 12928 19940 1352 24192 6203 50746 7295 26223 31949 8894 40916 14196 72904 50559 9546 71234 10437 13209 21610 32079
leaf_count=8944 8094 30324 636445 2502 3500 17130 9580 21974 37859 22968 12928 19940 1352 24192 6203 50746 7295 26223 31949 8894 40916 14196 72904 50559 9546 71234 10437 13209 21610 32079
internal_value=-3.81218e-06 -0.00790245 0.00767753 -0.0101653 -0.00339808 -0.0110895 -0.00165109 -0.00521916 -0.00477805 -0.00404349 -0.0010236 -0.00660689 0.00817942 -0.000702513 -0.00610492 -0.0121009 -0.0093662 -0.00780102 -0.00308239 -0.0020331 -0.0110524 0.00128215 -0.0128979 -0.0120552 0.00261986 -0.0102857 0.00153002 -0.00925275 -0.00136622 -0.00789518
internal_weight=1.32573e+06 653621 672111 435061 218560 345365 34314 123694 114750 92776 94866 89696 637797 91366 14297 217627 127738 59372 69808 54696 93977 36670 123650 53061 23742 78529 20017 33149 45802 49209
internal_count=1325732 653621 672111 435061 218560 345365 34314 123694 114750 92776 94866 89696 637797 91366 14297 217627 127738 59372 69808 54696 93977 36670 123650 53061 23742 78529 20017 33149 45802 49209
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=6272 1296 6340 6372 546 806
is_linear=0
shrinkage=0.05


Tree=16
num_leaves=31
num_cat=6
split_feature=70 57 56 61 88 101 59 106 81 91 116 97 31 17 136 30 75 136 111 24 88 110 31 136 101 136 24 136 136 38
split_gain=29050.6 2465.92 1046.75 535.579 417.723 224.987 117.549 114.669 114.067 113.294 109.006 79.3281 72.9944 70.3815 59.1582 51.785 51.6273 50.2499 48.9483 46.4136 46.0615 44.2877 41.3819 40.4415 39.2784 36.8962 33.5392 33.1681 32.7379 32.1445
threshold=199.51875305175784 237.4224548339844 182.47277832031253 0.41700656712055212 -0.46750125288963312 0.52397966384887706 204.30505371093753 -0.52349081635475148 254.380729675293 -0.39086256921291346 0.63605400919914257 -0.85358622670173634 1019.3500061035157 13.344999790191652 0 1019.4500122070314 0.53820106387138378 1 -0.74584868550300587 189.50000000000003 -0.7097024917602538 -0.58659821748733509 1018.1499938964845 2 0.99999901652336132 3 303.50000000000006 4 5 15.949999809265138
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 1 2 1 2 1 1 2
left_child=2 4 6 10 8 13 24 -4 29 15 12 16 20 17 -7 21 -10 -5 -11 -20 -3 -6 -18 -12 -1 -13 -21 -9 -23 -2
right_child=1 3 7 5 9 14 -8 27 11 18 23 25 -14 -15 -16 -17 22 -19 19 26 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.003088232812146268 -0.0099043405629466522 -0.0080230785794063713 0.00072372362472037397 -0.011696008789535913 -0.010204831526024485 -0.0045963091099377731 -0.0015354598264231856 -0.0044359978131684741 -0.003447143246123021 -0.010614467203943651 -0.0027989511241986536 -0.0054156323856693559 -0.011066177215909424 -0.01249761433360673 -0.0090471855147874532 -0.0080172309736796701 -0.0059261978885467659 -0.0096889130535247215 0.0039470486589228831 -0.0011761976917623216 -0.0047251274689233602 -0.00048908150602440406 -0.0099180901711467817 -0.0059225023384854372 0.0078079402659383401 -0.0019667923052245503 0.0015890637520479612 -0.0099712649286546346 -0.0031807620593383907 -0.0044780205748925789
leaf_weight=4439 14689 32279 11383 65764 1640 8184 3408 8607 17269 944 18368 10492 13809 100810 94756 4064 33497 61390 9986 22518 15755 22521 8053 23976 635895 29839 21373 3989 22683 3352
leaf_count=4439 14689 32279 11383 65764 1640 8184 3408 8607 17269 944 18368 10492 13809 100810 94756 4064 33497 61390 9986 22518 15755 22521 8053 23976 635895 29839 21373 3989 22683 3352
internal_value=-3.63793e-06 -0.00745955 0.00734385 -0.00965048 -0.00318335 -0.0106348 0.00772593 -0.00291346 -0.00523919 -0.000904632 -0.00652414 -0.00457378 -0.0078624 -0.0115109 -0.00869465 -0.0026031 -0.00574489 -0.0107287 0.0006726 0.000870365 -0.00694136 -0.00213339 -0.00669989 -0.00456963 0.00777522 -0.00286583 0.000170364 -0.00620039 -0.00184056 -0.00889614
internal_weight=1.32573e+06 658011 667721 435091 222920 330904 643742 23979 117191 105729 104187 99150 61843 227964 102940 50908 58819 127154 54821 53877 48034 46844 41550 42344 640334 40331 43891 12596 45204 18041
internal_count=1325732 658011 667721 435091 222920 330904 643742 23979 117191 105729 104187 99150 61843 227964 102940 50908 58819 127154 54821 53877 48034 46844 41550 42344 640334 40331 43891 12596 45204 18041
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=16 6340 274 5252 1842 806
is_linear=0
shrinkage=0.05


Tree=17
num_leaves=31
num_cat=5
split_feature=71 57 58 61 56 102 29 100 111 31 108 136 136 94 136 92 136 111 92 136 90 52 90 112 115 107 31 112 52 17
split_gain=26237.4 2290.03 901.172 564.752 318.683 199.192 114.973 110.759 99.8512 93.7044 92.7299 86.4448 79.2051 78.9291 75.2526 64.7208 62.3739 59.8515 46.6943 43.5903 43.4156 42.2985 39.2711 39.1139 38.3659 37.373 35.3553 33.4048 33.3455 32.4576
threshold=196.49769592285159 227.91056060791018 189.386833190918 0.43117332458496099 201.66773223876956 0.46706065535545355 1018.2500000000001 0.99999997019767772 -0.39714199304580683 1016.7500000000001 -0.51420336961746205 0 1 -0.41276477277278895 2 -0.30901470780372614 3 -0.39714199304580683 -0.1681781858205795 4 -0.2702909111976623 1.4750000238418581 -0.44154597818851465 -0.79332312941551197 -0.8703225553035735 -1.0000000180025095e-35 1018.7500000000001 -0.59480014443397511 6.7750000953674325 14.039999961853029
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 1 2 1 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 6 11 15 10 25 -6 14 -3 26 28 -4 -10 -5 27 -13 -18 -17 -16 -8 -14 -11 -19 -1 -2 -7 -12 -21
right_child=1 3 13 5 8 16 21 -9 9 23 12 17 22 -15 20 19 18 24 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0041874746207885829 0.0022212351112392971 -0.011884003903801389 -0.00019780605158208742 -0.0087719917113715639 -0.010505201480853172 -0.0077566265715299058 -0.0062062979523568526 0.0074094265539634586 -0.0065098374018034049 -0.0081814926524752443 -0.002463428940667773 -0.010884220954787575 -0.006783541115245215 -0.0063590961571791714 -0.0030899389068864682 -0.0096878499444035468 -0.0060928545637790373 -0.0037802298481268851 -0.0098314523566159027 -0.011283843970583414 -0.00016172199313594231 -0.010059016926640742 -0.0036212674216491744 -0.0045609873343008455 -0.00042699139882747283 -0.0027460704697598835 -0.0035965014905125015 -0.0044342502249049721 -0.0070399751509173346 -0.012919297429159078
leaf_weight=5204 31204 5129 10525 27022 6076 38519 10643 636266 12881 14378 29830 1658 45661 10270 48857 31392 9464 11169 71077 102753 17085 21547 12507 15504 36104 3102 2850 9415 4593 43047
leaf_count=5204 31204 5129 10525 27022 6076 38519 10643 636266 12881 14378 29830 1658 45661 10270 48857 31392 9464 11169 71077 102753 17085 21547 12507 15504 36104 3102 2850 9415 4593 43047
internal_value=-3.48214e-06 -0.00706407 0.00700403 -0.00898926 -0.00256083 -0.0100809 -0.00619353 0.00733454 -0.00426746 -0.0039188 -0.00533981 -0.000200303 -0.0049773 -0.00324067 -0.00301494 -0.0110514 -0.00853846 -0.00154642 -0.00939098 -0.011399 -0.00233091 -0.00878519 -0.00610256 -0.00630303 -0.00121925 0.00159804 0.00173384 -0.00710258 -0.00307318 -0.0117659
internal_weight=1.32573e+06 660365 665367 462599 197766 332689 129910 644572 114781 108705 97720 82985 92591 20795 78823 204214 128475 48931 80541 177192 65942 32190 58168 29882 47273 8306 34054 47934 34423 145800
internal_count=1325732 660365 665367 462599 197766 332689 129910 644572 114781 108705 97720 82985 92591 20795 78823 204214 128475 48931 80541 177192 65942 32190 58168 29882 47273 8306 34054 47934 34423 145800
cat_boundaries=0 1 2 3 4 5
cat_threshold=546 306 6272 1296 1296
is_linear=0
shrinkage=0.05


Tree=18
num_leaves=31
num_cat=7
split_feature=96 56 89 52 91 68 63 102 80 56 31 80 136 136 136 136 136 136 112 109 94 90 110 89 90 99 52 61 136 109
split_gain=23695.1 2002.64 920.375 409.289 334.998 198.324 163.326 126.612 112.851 109.837 106.232 104.222 101.084 77.811 66.1976 51.9764 49.7043 48.5093 43.5829 41.5356 40.6357 36.2316 34.7627 32.4131 31.1055 30.4723 26.5123 25.3046 24.3971 22.4782
threshold=-0.34130072593688959 243.72926330566409 -0.18135442584753034 3.7749999761581425 -0.50801479816436756 295.23641967773443 0.43481174111366278 0.99999982118606578 239.53385162353518 201.66773223876956 1015.9500122070314 207.94709014892581 0 1 2 3 4 5 -0.81408452987670887 0.28946314752101904 -0.51884993910789479 -0.46026219427585596 -0.3505368679761886 1.0000000180025095e-35 -0.33742268383502955 -0.850202977657318 5.5750000476837167 0.33248791098594671 6 0.40861266851425176
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 1 2
left_child=1 4 11 6 8 17 14 20 -1 15 12 19 -10 -7 29 23 -8 -5 -12 -2 -4 27 -17 -6 -14 -11 -24 -16 -15 -3
right_child=2 3 7 5 9 13 16 -9 10 25 18 -13 24 28 21 22 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.010203671553302098 -0.010684507878404519 -0.0073558590311146102 0.0037776713283990179 -0.0093005643735086276 0.0011671288936785738 -0.007190480228589341 -0.0099019705528878114 0.0070377027929353249 -0.0065042745033405559 -0.0039737831273370374 -0.0079626474428319185 0.00013868902391255713 -0.0028722549798183231 -0.0089072865743317301 -0.0048487739011088028 -0.0094031014404393123 -0.0068598310884585359 -0.01148918056897175 -0.004763270305968079 -0.0043400927911667947 -0.0025772365005101625 -0.0032825984712559764 -0.0013307828795096537 0.0053966885423114138 -0.0001568734028880276 -0.0014350030323932769 0.0019889370850320054 -0.0073958071896438049 -0.010853897660727559 -0.0014231612534814605
leaf_weight=8992 3897 1789 8035 32441 19384 65029 28797 636634 17839 25303 21437 12251 41077 48718 16081 1144 25688 126516 21143 7632 3662 12143 25176 5911 14190 22180 7902 24775 25120 14846
leaf_count=8992 3897 1789 8035 32441 19384 65029 28797 636634 17839 25303 21437 12251 41077 48718 16081 1144 25688 126516 21143 7632 3662 12143 25176 5911 14190 22180 7902 24775 25120 14846
internal_value=-3.31442e-06 -0.00678174 0.00658864 -0.00883254 -0.00304672 -0.00983785 -0.00642031 0.00694299 -0.00480807 -0.000994373 -0.00438869 -0.00307242 -0.00323235 -0.0084574 -0.00481593 0.000436499 -0.00847077 -0.0110438 -0.006374 -0.00648461 0.00178813 -0.0056795 -0.00083385 0.00215465 -0.00217468 -0.00278788 -0.000537735 -0.00639329 -0.00957091 -0.00205995
internal_weight=1.32573e+06 653621 672111 421943 231678 297824 124119 648331 124678 107000 115686 23780 73106 138867 69634 59517 54485 158957 42580 11529 11697 52999 34222 25295 55267 47483 33078 40856 73838 16635
internal_count=1325732 653621 672111 421943 231678 297824 124119 648331 124678 107000 115686 23780 73106 138867 69634 59517 54485 158957 42580 11529 11697 52999 34222 25295 55267 47483 33078 40856 73838 16635
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=6288 1298 274 546 6336 1296 513
is_linear=0
shrinkage=0.05


Tree=19
num_leaves=31
num_cat=5
split_feature=71 57 89 116 88 52 83 83 52 102 111 31 58 90 136 136 136 29 100 31 136 94 63 112 88 112 114 109 136 61
split_gain=21406.7 1797.54 841.629 366.241 329.404 178.462 103.848 103.514 98.7893 97.9441 88.4392 86.5774 84.7038 81.3164 69.9006 67.4989 62.4976 53.1096 43.3536 42.6417 42.4199 40.5663 38.4667 35.66 31.0593 30.1181 28.611 28.2393 27.6133 26.3891
threshold=206.85466003417972 240.00262451171878 -0.16873163729906079 0.64942333102226268 -0.46750125288963312 6.9749999046325692 245.41847991943362 211.35486602783206 3.8249999284744267 0.99999982118606578 -0.39714199304580683 1019.4500122070314 197.57899475097659 -0.46917797625064844 0 1 2 1020.3500061035157 0.24846795946359637 1017.0499877929689 3 -0.61353254318237294 0.36101782321929937 -0.07845610752701758 -0.48643346130847925 -0.86159634590148915 -0.85260769724845875 -0.040503088384866708 4 0.34516327083110815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 1 2 2 2 2 2 2 2 1 2
left_child=2 4 7 5 6 11 -2 27 16 21 -6 15 23 17 18 22 -5 20 -7 28 -8 -4 -3 26 -10 -22 -12 -1 -14 -18
right_child=1 3 9 8 10 14 13 -9 24 -11 12 -13 19 -15 -16 -17 29 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0097413328463247274 -0.010203240896986938 -0.0059536987147371439 0.0036858001972376133 -0.001555759502506672 -0.0082535950595289537 -0.010855546311517486 -0.0069963741026255457 0.00045359999817259428 -0.0074704615717967526 0.0066874058567362102 -0.0019500222508791268 -0.0099568335981808712 0.00013170628121375708 -0.0023240622053336923 -0.011404303504779598 -0.0056319834675597948 -0.0035258294312690759 -0.0093271155035754005 -0.0088024083340988782 -0.0045009554210639945 -0.0058095764084806671 -0.0033620916944262095 -0.0090706210024401168 0.0043813191742690175 -0.0030773825001001636 -0.0032630715795997894 0.0012240597399435457 -0.0043621619346302896 -0.0023959524852062305 -0.006680915272795216
leaf_weight=3335 7829 13340 7627 16710 3845 36864 16298 14099 51831 636405 9303 33708 21807 36987 71414 46484 10969 7009 84989 11902 17069 2788 38370 6852 4362 36314 29976 9090 21412 16744
leaf_count=3335 7829 13340 7627 16710 3845 36864 16298 14099 51831 636405 9303 33708 21807 36987 71414 46484 10969 7009 84989 11902 17069 2788 38370 6852 4362 36314 29976 9090 21412 16744
internal_value=-3.1754e-06 -0.00645797 0.00625073 -0.00837264 -0.00286032 -0.00918835 -0.00463328 -0.00247866 -0.00573644 0.0066087 -0.000810546 -0.00777047 -0.000527899 -0.00424967 -0.010156 -0.00701994 -0.00397435 -0.00517837 -0.00942277 -0.00185089 -0.00476106 0.00179914 -0.00826493 0.00105292 -0.00712945 -0.00407654 0.000472297 -0.00580599 -0.0011211 -0.00543015
internal_weight=1.32573e+06 652388 673344 425785 226603 325169 121506 26524 100616 646820 105097 131902 101252 113677 193267 98194 44423 76690 121853 55121 69681 10415 51710 46131 56193 53383 39279 12425 43219 27713
internal_count=1325732 652388 673344 425785 226603 325169 121506 26524 100616 646820 105097 131902 101252 113677 193267 98194 44423 76690 121853 55121 69681 10415 51710 46131 56193 53383 39279 12425 43219 27713
cat_boundaries=0 1 2 3 4 5
cat_threshold=1811 6340 274 6272 806
is_linear=0
shrinkage=0.05


Tree=20
num_leaves=31
num_cat=2
split_feature=71 89 88 61 88 112 91 110 59 59 83 16 52 63 31 136 16 110 30 63 29 24 83 136 116 39 53 109 98 31
split_gain=19291.7 1685.47 681.099 445.749 240.912 140.141 112.285 100.09 73.2837 71.0092 63.6189 60.8503 56.1691 48.3979 44.2994 51.7958 42.8859 42.8358 42.4683 39.2799 37.5894 36.0122 32.0851 30.6048 29.3826 33.0413 28.9953 28.6934 27.4378 27.4172
threshold=199.96673583984378 -0.65608158707618702 -0.35765029489994044 0.44393381476402288 -0.45923380553722376 -0.91702514886856068 -0.69845497608184803 0.99999994039535534 222.16811370849612 191.25522613525393 225.59671783447268 13.344999790191652 11.114999771118166 0.36514037847518926 1020.0499877929689 0 14.039999961853029 -0.51574298739433277 1016.1499938964845 0.43693800270557409 1018.9500122070314 238.50000000000003 178.03819274902347 1 0.608738273382187 17.050000190734867 3.995000004768372 -0.59052801132202137 -0.83932679891586293 1018.1499938964845
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 1 2 2 2 2 2 2
left_child=2 3 10 6 8 16 11 22 24 26 -1 13 14 -2 15 -7 29 -11 23 -10 27 -13 -4 -19 25 -3 -6 -8 -25 -5
right_child=1 4 7 5 9 12 20 -9 19 17 -12 21 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0056702223349483381 -0.0042723769060599905 -0.0042278852663271719 -0.0021244868223849571 -0.0086748404809952207 0.00025255114186628478 -0.0085946406154089935 -0.01001612829993063 0.0063513027546006073 -0.0038694937520682504 -0.0083076564623431361 0.00015449448631462938 -0.0053563942164287504 -0.0086129242777416432 -0.006875342316048071 -0.009121684345280056 -0.0052303992071691362 -0.011213040548772169 -0.0056703353001687547 -0.0031052850274751291 -0.0064576593252435466 -0.0068286234596037195 -0.010901459338316308 0.0034571660112729659 -0.001207965885069379 -0.00062573527205487416 4.1348998342998655e-05 0.0033731424480381114 -0.0026479539732229529 0.0013275248190770098 -0.010285580568269921
leaf_weight=11331 29214 22240 3646 62698 18951 15699 1366 636527 30595 2176 7996 4035 91531 45940 15709 43013 43438 2525 19848 28146 7082 10673 8762 22701 15193 5692 12259 40382 20133 45657
leaf_count=11331 29214 22240 3646 62698 18951 15699 1366 636527 30595 2176 7996 4035 91531 45940 15709 43013 43438 2525 19848 28146 7082 10673 8762 22701 15193 5692 12259 40382 20133 45657
internal_value=7.81717e-06 -0.00607699 0.00598913 -0.00775542 -0.00225526 -0.00878773 -0.00539038 0.00626461 -0.00396054 -0.000493372 -0.00326041 -0.0064391 -0.00778347 -0.00586351 -0.00676332 -0.00613232 -0.00988567 -0.00140659 -0.0011763 -0.00510962 -0.00346041 -0.00938022 0.00181704 -0.000332222 -0.00239535 -0.0033579 0.00147829 -0.00288904 -1.62211e-05 -0.00935355
internal_weight=1.32516e+06 656896 668262 456437 200459 317745 138692 648935 101866 98593 19327 89862 165952 75154 74421 58712 151793 67383 65207 58741 48830 14708 12408 45359 43125 27932 31210 41748 42834 108355
internal_count=1325158 656896 668262 456437 200459 317745 138692 648935 101866 98593 19327 89862 165952 75154 74421 58712 151793 67383 65207 58741 48830 14708 12408 45359 43125 27932 31210 41748 42834 108355
cat_boundaries=0 1 2
cat_threshold=6276 4224
is_linear=0
shrinkage=0.05


Tree=21
num_leaves=31
num_cat=5
split_feature=58 71 88 52 136 91 30 95 68 101 75 60 80 30 91 136 57 136 88 30 83 63 132 109 31 136 136 56 109 81
split_gain=17470.5 1242.02 1119.27 306.69 160.945 151.523 110.556 106.443 90.3539 77.0703 58.3391 57.2666 46.1142 46.0099 45.5777 45.3463 43.0793 40.236 39.9693 38.7447 38.6517 37.2425 30.0655 27.7294 27.2396 25.9139 24.6822 24.1827 24.1108 23.1162
threshold=189.386833190918 213.20880889892581 -0.69382533431053151 7.5250000953674325 0 -0.5674506127834319 1017.6499938964845 -0.75281834602355946 287.96614074707037 0.99999901652336132 0.47974477708339697 0.31268417835235601 243.83065032958987 1018.2500000000001 -0.68747535347938526 1 186.92773437500003 2 -0.35765029489994044 1018.4500122070314 207.78438568115237 0.4659703671932221 1017.8500061035157 0.18049567937850955 1018.2500000000001 3 4 262.92022705078131 -0.51969993114471424 247.24794006347659
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 1 1 2 2 2
left_child=1 9 3 4 11 10 14 16 -5 20 -4 -2 -12 18 22 -10 -3 -8 -7 26 -1 28 23 -6 -13 -20 -14 -17 -9 -18
right_child=2 7 5 8 6 13 17 21 15 -11 12 24 19 -15 -16 27 29 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025750233411166359 -0.0046344877935492893 0.0029887152120054617 -0.0013735940658024446 -0.010117567330385374 -0.0066185111308306871 -0.0022885137036620369 -0.0027460603344497186 -0.0098342347060877133 -0.0069070916495547578 0.0060353632932772664 -0.0078640011308321548 -0.0076861522922282545 -0.006087156353624416 -0.00437967477838012 -0.0021536373733809983 -0.0050143347161558625 -0.0079483698895741802 -0.0077923748494498415 0.0016052382252131514 -0.0065713498134913886 0.0037456250026337875 -0.0058391043457457353 -0.011161003618991028 -0.0038190616797676592 -0.0097086427285397389 -0.00093433205866260262 -0.0032226945661434693 -0.0090334847003337351 -0.0017465532202195209 -0.00016452546937237799
leaf_weight=3324 12389 14531 14229 92844 11771 31815 4529 957 51097 636507 10944 55858 9131 11273 25662 3940 999 33021 16488 15419 8881 8639 1765 35595 23717 25672 43503 74710 24855 21093
leaf_count=3324 12389 14531 14229 92844 11771 31815 4529 957 51097 636507 10944 55858 9131 11273 25662 3940 999 33021 16488 15419 8881 8639 1765 35595 23717 25672 43503 74710 24855 21093
internal_value=7.41903e-06 0.00527241 -0.00625265 -0.00764276 -0.00624392 -0.00292758 -0.00497242 -0.00100244 -0.00892671 0.0059599 -0.00432073 -0.00779579 -0.00485156 -0.00140406 -0.00386148 -0.00807455 0.000874267 -0.00718653 -0.00095061 -0.00436712 0.00202421 -0.00299747 -0.00475352 -0.00451476 -0.00828895 5.90063e-05 -0.00372139 -0.00883102 -0.00204641 -0.000516511
internal_weight=1.32516e+06 719786 605372 426898 204307 178474 112343 71074 222591 648712 93226 91964 78997 85248 74793 129747 36623 37550 73975 68053 12205 34451 49131 47366 79575 42160 52634 78650 25812 22092
internal_count=1325158 719786 605372 426898 204307 178474 112343 71074 222591 648712 93226 91964 78997 85248 74793 129747 36623 37550 73975 68053 12205 34451 49131 47366 79575 42160 52634 78650 25812 22092
cat_boundaries=0 1 2 3 4 5
cat_threshold=6340 1298 16 546 6272
is_linear=0
shrinkage=0.05


Tree=22
num_leaves=31
num_cat=4
split_feature=58 71 88 91 16 91 95 136 97 60 52 31 75 112 110 88 52 30 136 30 113 109 134 97 63 136 63 136 31 110
split_gain=15767.2 1120.93 1010.65 285.324 135.569 131.73 96.0844 88.237 70.3905 65.0986 56.8627 53.121 51.6709 43.1113 42.3363 42.2861 39.8186 38.7868 33.6612 33.3979 30.7331 29.855 31.7172 27.595 27.1299 26.1287 25.333 23.8932 22.6126 22.5538
threshold=189.386833190918 213.20880889892581 -0.68273320794105519 -0.74354863166809071 13.344999790191652 -0.5674506127834319 -0.71525645256042469 0 -0.43912270665168757 0.39735749363899237 10.515000343322756 1019.3500061035157 0.47974477708339697 -0.28400452435016627 -0.27496545016765589 -0.21437602490186689 1.8149999976158144 1018.2500000000001 1 1019.1499938964845 -0.9099266231060027 0.15435431897640231 1016.2500000000001 -0.84640848636627186 0.439080759882927 2 0.33687680959701544 3 1018.4500122070314 -0.27496545016765589
decision_type=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 1 2 1 2 2
left_child=1 8 3 4 7 12 15 16 -1 28 11 21 -4 19 -14 -3 26 25 -8 23 -6 -9 -23 -7 -20 -16 -2 -19 -5 -11
right_child=2 6 5 9 20 13 18 10 -10 29 -12 -13 14 -15 17 -17 -18 27 24 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00048885335194117025 -0.003780935948690169 -0.00081858846301322659 -0.0012561610835311703 -0.0025061792069243131 -0.009880161869438072 -0.002519955268090348 -0.0013166230495114694 -0.0067822113911713616 0.005714340942304213 -0.0089128093707058816 -0.0076415108656411939 -0.0076825360740768308 -0.008807073280252882 0.0010297854921155747 -0.0059803050786848711 0.0025163502304258335 -0.0090020019297792197 -0.0015726553864090611 -0.003243177663382041 -0.0053075025373003253 -0.0082870804185949647 -0.003697997555507389 -0.0094990562368578134 -0.00040465524918147967 -0.0077225628424603555 -0.0030512652490593123 -0.0074942128537124472 -0.0070169445331889485 -0.0057265839077883136 -0.0055009029860057677
leaf_weight=6510 5651 20131 13937 29469 72537 31822 16338 12662 642202 5370 45967 19252 5467 16065 9256 18008 64010 2352 11871 6334 51960 41522 2498 29909 4726 43642 24537 15057 6688 49408
leaf_count=6510 5651 20131 13937 29469 72537 31822 16338 12662 642202 5370 45967 19252 5467 16065 9256 18008 64010 2352 11871 6334 51960 41522 2498 29909 4726 43642 24537 15057 6688 49408
internal_value=7.03819e-06 0.00500879 -0.00594004 -0.00723671 -0.00790103 -0.00272127 -0.000952322 -0.00714388 0.0056619 -0.00474849 -0.00625304 -0.00541335 -0.00405415 -0.00129998 -0.00456878 0.000756062 -0.00829515 -0.00423921 -0.00293064 -0.00184986 -0.00921527 -0.00464262 -0.00402719 -0.00149508 -0.00451596 -0.00356549 -0.00679911 -0.00628634 -0.00310186 -0.00583538
internal_weight=1.32516e+06 719786 605372 431531 340596 173841 71074 216099 648712 90935 121901 75934 89711 84130 75774 38139 94198 70307 32935 68065 124497 56682 44020 61731 16597 52898 30188 17409 36157 54778
internal_count=1325158 719786 605372 431531 340596 173841 71074 216099 648712 90935 121901 75934 89711 84130 75774 38139 94198 70307 32935 68065 124497 56682 44020 61731 16597 52898 30188 17409 36157 54778
cat_boundaries=0 1 2 3 4
cat_threshold=6340 822 6272 16
is_linear=0
shrinkage=0.05


Tree=23
num_leaves=31
num_cat=7
split_feature=57 99 56 116 136 30 81 52 109 97 56 136 52 136 75 136 52 90 73 29 136 77 75 88 60 136 136 81 29 113
split_gain=14289.4 1108.68 820.555 227.575 162.549 129.04 126.666 94.96 91.4092 83.8902 74.2533 72.6315 62.543 61.0984 53.7227 39.181 38.1142 34.9233 33.7517 32.7406 28.8851 25.2247 24.5355 23.4914 25.1606 23.1384 23.1224 21.326 28.1465 20.9885
threshold=192.91523742675784 -0.51755359768867482 246.30451202392581 0.62249094247818004 0 1019.1499938964845 245.64884948730472 2.2050000429153447 -0.51969993114471424 -0.78590109944343556 188.8246765136719 1 2.9850000143051152 2 0.62867143750190746 3 16.314999580383304 -0.3695604801177978 0.61082112789154064 1019.2500000000001 4 10.704999923706056 0.55581688880920421 -0.078849222511053071 0.40924187004566198 5 6 269.79731750488287 1018.9500122070314 -0.90255093574523915
decision_type=2 2 2 2 1 2 2 2 2 2 2 1 2 1 2 1 2 2 2 2 1 2 2 2 2 1 1 2 2 2
left_child=1 6 4 7 18 8 25 14 21 17 -3 16 15 19 -4 -5 27 -10 -2 23 -14 -6 -15 -8 -25 -1 -11 -9 -29 -24
right_child=2 10 3 12 5 -7 13 11 9 26 -12 -13 20 22 -16 -17 -18 -19 -20 -21 -22 -23 29 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0035817263118499924 -0.00422135116513013 0.0054300096325178501 -0.0033192522476430579 -0.00086264632855825277 -0.0047109550447064557 -0.0064221343870132404 0.0009924503373313976 -0.0084023127171622691 -0.0032105163847229445 0.0010009987329836919 0.00091111553387550445 -0.0091682454566547108 -0.0050084587272748076 0.00032807647003334705 -0.0069440187069089547 -0.0044988183582581453 -0.0081573526215562592 -0.0011029767363825735 -0.0074276652969997442 -0.0043808885479324367 -0.0070433462163143465 -0.010809975086203455 -0.0052117701448281765 0.0012830557549064368 0.0061888431326951512 -0.0077241591374873492 -0.0012734249239391136 -0.0051896371516683337 -0.0076109625264865095 -0.0015754175318859261
leaf_weight=9292 13210 642707 15876 11260 3568 18155 19296 12161 62546 27220 9221 104125 40704 11866 28703 21749 79710 28665 21675 2135 31013 3230 5377 4845 5675 5352 18942 32810 18925 15145
leaf_count=9292 13210 642707 15876 11260 3568 18155 19296 12161 62546 27220 9221 104125 40704 11866 28703 21749 79710 28665 21675 2135 31013 3230 5377 4845 5675 5352 18942 32810 18925 15145
internal_value=6.67911e-06 0.00468828 -0.00575159 -0.00706105 -0.00311532 -0.00244935 -0.00090639 -0.00777756 -0.00194924 -0.00166917 0.00536609 -0.00815985 -0.00506113 4.88783e-05 -0.00565312 -0.00326007 -0.00742753 -0.00254818 -0.00621174 0.00159993 -0.0058901 -0.00760884 -0.00148128 0.00202872 0.00392948 -0.0051034 6.76584e-05 -0.00651825 -0.00607537 -0.00252818
internal_weight=1.32516e+06 730911 594247 397036 197211 162326 78983 292310 144171 137373 651928 247731 104726 64339 44579 33009 143606 91211 34885 31951 71717 6798 32388 29816 10520 14644 46162 63896 51735 20522
internal_count=1325158 730911 594247 397036 197211 162326 78983 292310 144171 137373 651928 247731 104726 64339 44579 33009 143606 91211 34885 31951 71717 6798 32388 29816 10520 14644 46162 63896 51735 20522
cat_boundaries=0 1 2 3 4 5 6 7
cat_threshold=6272 1811 802 274 1298 1830 802
is_linear=0
shrinkage=0.05


Tree=24
num_leaves=31
num_cat=3
split_feature=57 99 88 60 95 59 112 58 52 29 75 109 81 97 16 99 31 136 111 136 72 136 80 31 38 58 81 135 88 29
split_gain=12898.3 926.771 795.812 237.348 122.165 109.973 101.166 62.8676 52.4161 51.2202 46.1521 45.1531 43.7169 43.6875 42.3907 39.4055 37.5559 45.1097 33.8542 31.3226 29.4633 28.1567 27.7978 26.8223 25.1251 25.0112 24.0321 24.1473 23.2843 21.1646
threshold=190.385368347168 -0.51755359768867482 -0.7097024917602538 0.38080540299415594 -0.63181710243225087 216.4214782714844 -0.92384436726570118 211.60199737548831 10.72499990463257 1020.4500122070314 0.54533624649047863 0.33401404321193701 232.04031372070315 -0.83146238327026356 14.039999961853029 -0.70135384798049916 1020.0499877929689 0 -0.74584868550300587 1 0.75703230500221264 2 243.83065032958987 1019.9500122070314 14.250000000000002 206.46173095703128 250.11120605468753 1015.7500000000001 -0.097414951771497713 1020.3500061035157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 1 2 2 2 2 2 2 2 2
left_child=1 4 3 9 18 13 14 28 16 15 -7 24 -6 23 20 22 17 -8 -1 -20 -5 -13 -2 -4 -12 -24 -19 -28 -3 -14
right_child=2 7 5 6 12 10 8 -9 -10 -11 11 21 29 -15 -16 -17 -18 26 19 -21 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0087742511119536046 -0.0086938035012677946 0.0019135056433063364 -0.0020077864069648703 -0.0064618134796124568 -0.0061482668789682006 -0.0016982362503293056 -0.0070573086393689284 -0.00045899820024047211 -0.007170025119692486 -0.0074940765393309216 -0.0080961049009657966 -0.002639586390910885 -0.0015607756295436376 4.2083647582477744e-05 -0.0093822359196776145 -0.0012283027071325939 -0.0075525824551844652 -0.0079426166149637895 0.0026383550320600636 -0.00013247528629043573 -0.0081545240346407501 -0.0047935987854234108 -0.0016387514324765332 -0.0074592804461673119 -0.0042324864215462091 -0.0044702962093845005 -0.0036661178471491702 -0.008591707033328063 0.0051760225664380299 -0.0076330756356539232
leaf_weight=893 3227 5516 43098 39449 9361 21693 19386 5038 96805 9460 10464 32120 18881 35786 44773 14216 17812 4038 17953 23605 73799 28942 9759 2381 7038 38827 46472 2629 640184 1553
leaf_count=893 3227 5516 43098 39449 9361 21693 19386 5038 96805 9460 10464 32120 18881 35786 44773 14216 17812 4038 17953 23605 73799 28942 9759 2381 7038 38827 46472 2629 640184 1553
internal_value=6.33068e-06 0.00450826 -0.00539879 -0.00659283 -0.000864382 -0.00263178 -0.00714826 0.00510474 -0.00636167 -0.00405319 -0.00373979 -0.0043035 -0.00331858 -0.00126483 -0.0080798 -0.00356021 -0.00549544 -0.00499021 0.000858141 0.00106512 -0.00756488 -0.00366176 -0.00420002 -0.00229319 -0.00654245 -0.00390155 -0.00423398 -0.00392985 0.00514815 -0.00202228
internal_weight=1.32516e+06 722984 602174 420652 72246 181522 345163 650738 187142 75489 100257 78564 29795 81265 158021 66029 90337 72525 42451 41558 113248 61062 51813 45479 17502 48586 53139 49101 645700 20434
internal_count=1325158 722984 602174 420652 72246 181522 345163 650738 187142 75489 100257 78564 29795 81265 158021 66029 90337 72525 42451 41558 113248 61062 51813 45479 17502 48586 53139 49101 645700 20434
cat_boundaries=0 1 2 3
cat_threshold=6276 546 790
is_linear=0
shrinkage=0.05


Tree=25
num_leaves=31
num_cat=0
split_feature=58 99 57 117 88 91 16 61 82 75 72 96 31 116 99 55 75 116 116 31 56 83 110 83 16 33 31 109 61 112
split_gain=11697.5 828.644 742.2 210.045 144.831 75.5466 74.4323 72.1412 69.2256 55.6992 53.5145 53.0228 52.3398 42.0083 39.5014 38.694 37.0575 36.9122 35.2419 30.5021 30.2422 28.6615 24.2767 23.661 22.4546 21.6496 21.0846 19.4448 19.1335 18.6809
threshold=190.28853607177737 -0.43533459305763239 242.75866699218753 0.58068084716796886 -0.53930935263633717 -0.50801479816436756 13.344999790191652 0.32831872999668127 245.4672775268555 0.63960227370262157 0.47877216339111334 -0.8572389781475066 1017.9500122070314 0.33379416167736059 -0.84316265583038319 2.5949999094009404 0.63411918282508861 0.89490029215812694 -0.79332312941551197 1016.8500061035157 182.47277832031253 247.11089324951175 -0.39864183962345118 241.56858825683597 13.344999790191652 11.550000190734865 1017.7500000000001 -0.19661244750022885 0.30114465951919561 0.04361772537231446
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 6 8 19 9 -5 -2 22 -3 16 14 -11 21 -7 -10 24 -8 23 -17 -6 -4 -1 25 -9 -18 -14 -24 -16
right_child=2 10 3 7 12 15 18 17 11 13 -12 -13 27 -15 29 20 26 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0081633950173785174 -0.0081847868086195492 0.0049057710134536433 -0.00796763406084979 -0.0019579792372387615 -0.0078860194882294336 -0.00093641318438457801 -0.0024731241825267768 -0.0061500220516881692 -0.0030459226876361333 -0.007786680512967748 0.00075280924237489317 -0.0020663621466524662 -0.010473127108843983 -0.0059943921624583917 0.00018048240498401305 0.004868470648041673 -0.0048151685470913339 -0.0013391401417815266 -0.0082525283482579054 -0.0046653680522480501 0.0008764494664109311 -0.0014650643848999104 -0.0012873979923075192 -0.0010689976182190195 -0.0066538535701268957 -0.0043655410039288717 -0.0077075557215866494 -0.0035462847698035354 -0.0046998034021913234 0.0044706197642645383
leaf_weight=1241 8596 641408 4799 20361 1818 18351 2702 25873 25261 67951 7852 38454 1112 63009 34800 7070 22697 5852 110925 10712 14422 39476 4922 22193 27185 49543 8722 11397 24834 2737
leaf_count=1241 8596 641408 4799 20361 1818 18351 2702 25873 25261 67951 7852 38454 1112 63009 34800 7070 22697 5852 110925 10712 14422 39476 4922 22193 27185 49543 8722 11397 24834 2737
internal_value=-3.48359e-06 0.00428422 -0.00514601 -0.00635898 -0.00260928 -0.000729221 -0.00712969 -0.00468885 -0.00388773 -0.0064532 0.00485555 -0.00349947 -0.00115741 -0.00692435 -0.000680631 0.000749846 -0.00447174 -0.00520155 -0.0081151 -0.00245506 0.00218966 -0.00174775 -0.00466758 -0.0014447 -0.00542184 -0.00497774 -0.0056181 -0.00416205 -0.00413535 0.000493297
internal_weight=1.32628e+06 723249 603026 407956 195070 73989 279142 128814 103730 165515 649260 95134 91340 130960 78831 39843 56680 108453 113627 34146 21492 41294 34555 23434 102601 75416 31419 12509 29756 37537
internal_count=1326275 723249 603026 407956 195070 73989 279142 128814 103730 165515 649260 95134 91340 130960 78831 39843 56680 108453 113627 34146 21492 41294 34555 23434 102601 75416 31419 12509 29756 37537
is_linear=0
shrinkage=0.05


Tree=26
num_leaves=31
num_cat=4
split_feature=89 71 58 118 88 81 16 37 88 136 136 99 80 59 38 16 83 28 88 82 31 31 39 109 108 136 92 53 62 136
split_gain=10575 758.418 682.879 188.809 120.948 94.411 73.5965 63.3693 59.0439 55.1314 52.2893 47.5054 43.6514 42.7319 41.2656 38.932 35.2712 33.6165 32.2379 31.4828 27.901 27.1896 26.285 47.2181 25.0364 24.6656 24.5458 24.4588 24.2842 20.5314
threshold=-0.16873163729906079 230.96580505371097 239.00013732910159 0.49240480363368994 -0.53930935263633717 285.73291015625006 12.50999975204468 15.949999809265138 -0.042059846222400658 0 1 -0.76792487502098072 288.94367980957037 194.56806945800784 15.650000095367433 13.344999790191652 250.09165954589847 1020.0499877929689 -0.73481103777885426 241.77285766601565 1020.0499877929689 1019.7500000000001 17.050000190734867 0.27431282401084905 0.16954392939805987 2 -0.12676960974931714 1.3849999904632571 0.33001288771629339 3
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 1 2 2 2 1
left_child=2 8 4 7 9 14 10 15 -2 22 27 16 -11 -7 24 19 -6 28 -9 -4 26 -18 23 -1 -3 -13 -21 -5 -12 -15
right_child=1 5 3 6 11 13 -8 18 -10 12 17 25 -14 29 -16 -17 21 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.005629805971229424 0.00098306983991100364 -0.0070928803255781107 -0.0084851080408784516 0.00048556056752255803 -0.0075419974567177209 0.0023985748669714639 -0.0061639912564906522 -0.0056609730087672011 0.0046665063196936118 -0.0063924145252758531 -0.0022959506274049216 0.0017243201333270418 -0.0035741794697146216 0.00063066507108726745 -0.00058729842977036143 -0.0080564504387733733 -0.0013080291607276576 -0.0070536208274351144 -0.001715310835410465 -0.0043052777739937143 -0.0075396873595911587 -0.0060895583510109713 0.00087464223040809713 -0.0010878827765612759 -0.00311706736853674 -0.0012676378863655058 -0.0063629955593799666 -0.003041643043578211 -0.0047775106342627938 -0.0021118133971410138
leaf_weight=8616 11067 7023 19916 5794 2600 17760 61418 27415 642131 19364 12263 18576 47307 13528 8762 87033 51835 13364 6382 20699 31607 3154 6842 17038 9078 10937 48334 32393 50281 13758
leaf_count=8616 11067 7023 19916 5794 2600 17760 61418 27415 642131 19364 12263 18576 47307 13528 8762 87033 51835 13364 6382 20699 31607 3154 6842 17038 9078 10937 48334 32393 50281 13758
internal_value=-3.30933e-06 0.00407435 -0.00489181 -0.00601636 -0.0023749 -0.000875349 -0.00476849 -0.00692368 0.0046041 -0.00356897 -0.00401729 -0.00101543 -0.00439205 0.000489748 -0.00334859 -0.00725056 -0.00185135 -0.0047767 -0.0049159 -0.00666877 -0.00630933 -0.00158228 -0.00187834 -0.00261331 -0.00485125 0.000615708 -0.00574601 -0.00250581 -0.00429095 -0.000752675
internal_weight=1.32628e+06 723107 603168 416899 186269 69909 175513 241386 653198 99167 114095 87102 66671 45046 24863 207589 57589 75908 33797 120556 100640 54989 32496 25654 16101 29513 69033 38187 62544 27286
internal_count=1326275 723107 603168 416899 186269 69909 175513 241386 653198 99167 114095 87102 66671 45046 24863 207589 57589 75908 33797 120556 100640 54989 32496 25654 16101 29513 69033 38187 62544 27286
cat_boundaries=0 1 2 3 4
cat_threshold=306 274 806 818
is_linear=0
shrinkage=0.05


Tree=27
num_leaves=31
num_cat=4
split_feature=56 71 90 91 17 60 89 136 89 112 28 52 96 31 29 136 61 74 52 109 133 109 113 111 136 110 29 55 109 136
split_gain=9563.4 647.628 643.498 181.7 96.5707 90.4649 89.8055 68.6091 45.4876 44.169 43.9044 43.4461 39.2078 38.4279 35.6768 33.1811 31.064 30.8695 29.2912 27.3217 26.2458 27.5314 25.7631 23.175 22.627 21.3816 21.3688 20.5114 20.4264 19.7886
threshold=188.8246765136719 230.96580505371097 -0.66770201921463002 -0.75599443912506092 13.344999790191652 0.41332770884037023 -0.47964042425155634 0 -0.060040108859539025 -0.85260769724845875 1017.9500122070314 16.994999885559086 -0.88265299797058094 1017.5499877929689 1018.3500061035157 1 0.33690419793128973 0.57404181361198436 1.7050000429153445 -0.59052801132202137 1017.7500000000001 0.16326747089624408 -0.91702514886856068 -0.34792974591255182 2 -0.24507122486829755 1006.9500122070314 1.0149999856948855 0.30304524302482611 3
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 1 2 2 2 2 1
left_child=1 8 3 4 7 9 13 18 -1 17 11 20 -8 15 16 26 -5 -3 -2 -11 21 27 -6 -17 -21 -7 -4 -9 -15 -18
right_child=2 5 6 14 22 25 12 10 -10 19 -12 -13 -14 28 -16 23 29 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010671832856238791 -0.0052422734931165289 -0.0014484545029166884 -0.0053592324839940482 -0.001437514730935801 -0.0079039551407115525 -0.0050352899550357893 -0.0020082693957891706 0.0012314021047982841 0.0044317810090474408 -0.0091724489820090137 -0.0059630908329754966 -0.0063521400223942931 0.00028536547271796009 -0.0072950438446769397 -0.0053141243601475575 -0.0075370876724113779 -0.0058138364130293965 -0.0058502881491390192 -0.0071396082033410085 0.00049187203969008051 -0.0084743826476907577 -0.0026015199734449376 -0.0064562908375274527 -0.0028763080200057112 -0.0023508987472223835 0.002490005444406708 -0.00019910530340628825 -0.0057517473099092699 -0.0039232503655019495 -0.0032916990975102693
leaf_weight=10205 29588 6690 2250 19733 70710 996 33176 1148 642235 958 46713 15840 42502 5890 25154 2835 9673 9843 65094 18337 2458 44838 54359 45040 11310 18050 18525 12517 18920 40688
leaf_count=10205 29588 6690 2250 19733 70710 996 33176 1148 642235 958 46713 15840 42502 5890 25154 2835 9673 9843 65094 18337 2458 44838 54359 45040 11310 18050 18525 12517 18920 40688
internal_value=-3.14428e-06 0.00390109 -0.00462039 -0.00563091 -0.00616704 -0.000811678 -0.00200048 -0.00553211 0.00437915 -0.00198671 -0.00475397 -0.00401916 -0.000720127 -0.00303722 -0.00369875 -0.00242772 -0.00311906 -0.00406911 -0.006546 -0.000861787 -0.00341297 -0.00320031 -0.00727475 -0.00315165 -0.00059324 0.00209647 -0.000757599 -0.00516509 -0.00472373 -0.00377794
internal_weight=1.32628e+06 718624 607651 438513 343265 66184 169138 218196 652440 47138 123514 76801 75678 93460 95248 68650 70094 16533 94682 30605 60961 58503 125069 47875 29647 19046 20775 13665 24810 50361
internal_count=1326275 718624 607651 438513 343265 66184 169138 218196 652440 47138 123514 76801 75678 93460 95248 68650 70094 16533 94682 30605 60961 58503 125069 47875 29647 19046 20775 13665 24810 50361
cat_boundaries=0 1 2 3 4
cat_threshold=6340 290 882 6272
is_linear=0
shrinkage=0.05


Tree=28
num_leaves=31
num_cat=5
split_feature=59 58 57 88 99 16 83 58 136 63 112 75 89 28 80 92 108 39 136 56 108 136 72 67 136 63 30 136 30 16
split_gain=8650.5 635.659 533.706 166.74 104.781 83.4642 65.0148 56.8567 55.1245 52.1822 51.5704 49.2401 43.643 33.9486 39.0399 31.863 28.4216 28.7352 25.9116 25.8582 25.3316 22.7146 22.6668 22.2678 21.3767 20.4638 19.591 19.1807 18.8961 18.8379
threshold=186.78607177734378 234.57075500488284 183.79229736328128 -0.82945460081100453 -0.84850400686264027 13.344999790191652 252.3421325683594 219.51524353027347 0 0.39522832632064825 -0.8338540494441985 0.578249752521515 -0.42185997962951655 1019.8500061035157 266.86962890625006 -0.93605491518974293 0.35942949354648596 15.84999990463257 1 265.22317504882818 -0.74287477135658253 2 0.65508949756622326 1.3550000190734866 3 0.45686259865760809 1017.9500122070314 4 1016.9500122070314 13.344999790191652
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 1 2 2 1 2 2
left_child=2 4 7 5 6 8 -2 16 22 23 29 -8 20 14 -10 -13 17 25 -11 -16 -6 -12 -3 -5 -22 -1 -17 -7 -14 -4
right_child=1 3 10 9 12 27 11 -9 13 18 21 15 28 -15 19 26 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0074470509664633479 -0.0072054121666751507 -0.0045709001232174416 -0.0023467659780440292 9.4968281523289912e-05 -0.0079123985382980253 -0.0058906463330389569 -0.0010786347423289318 -0.00086679291886486681 -0.0063504755963475733 -0.0032913738849473491 -0.0017405672226146294 -0.0014582731741971278 0.0013249806701506146 -0.0062020630250060388 -0.0018580475399485104 -0.0035544109905514829 0.0042094695489173347 0.0035831059304449759 -0.0051293382369871649 -0.0041730328053921906 -0.0027358323733885272 0.00097097127347642916 -0.0067525763601901274 -0.0029617723964540542 -0.00045142739878699378 0.0030035201482574592 -0.0060774645171762362 -0.0074974406898404219 -0.001676689501451085 -0.0063702206922342814
leaf_weight=1416 8230 14376 15396 7329 1522 24277 34920 5629 15814 27717 11264 15232 28922 26450 16310 35457 647398 3070 63490 46321 16858 24515 69281 31850 26101 700 9826 86613 6404 3587
leaf_count=1416 8230 14376 15396 7329 1522 24277 34920 5629 15814 27717 11264 15232 28922 26450 16310 35457 647398 3070 63490 46321 16858 24515 69281 31850 26101 700 9826 86613 6404 3587
internal_value=-2.99109e-06 -0.00435685 0.00374219 -0.00540853 -0.00189304 -0.00605836 -0.00294144 0.00413678 -0.00541819 -0.00391614 -0.00100053 -0.00257373 -0.000531211 -0.00465254 -0.00413067 -0.00343648 0.00417994 0.000493169 -0.00457172 -0.00357018 -0.00157321 0.000117105 -0.0063769 -0.00238996 -0.00134862 -0.00398987 -0.00410189 -0.00714687 0.000780829 -0.00310703
internal_weight=1.32628e+06 613300 712975 429828 183472 299442 103665 658213 188552 130386 54762 95435 79807 104895 78445 60515 652584 5186 91207 62631 44481 35779 83657 39179 42959 2116 45283 110890 35326 18983
internal_count=1326275 613300 712975 429828 183472 299442 103665 658213 188552 130386 54762 95435 79807 104895 78445 60515 652584 5186 91207 62631 44481 35779 83657 39179 42959 2116 45283 110890 35326 18983
cat_boundaries=0 1 2 3 4 5
cat_threshold=6340 304 7297 5253 1296
is_linear=0
shrinkage=0.05


Tree=29
num_leaves=31
num_cat=4
split_feature=58 69 89 61 82 102 88 113 56 96 63 92 91 31 136 136 136 31 75 52 39 109 108 136 21 110 131 91 110 32
split_gain=7824.47 669.831 413.303 148.157 77.4007 74.5919 67.3003 50.2005 46.4056 41.2402 34.0811 32.9964 32.6401 30.7299 29.0869 27.9087 27.3412 22.1681 21.8122 21.4361 21.2901 32.145 21.0596 22.4097 20.8518 17.8636 16.7996 16.6238 16.2825 16.2103
threshold=197.57899475097659 206.91635894775393 -0.71310263872146595 0.39079409837722784 243.77509307861331 0.3855446726083756 -0.54710930585861195 -0.8338540494441985 182.47277832031253 -0.72798824310302723 0.39324298501014715 -0.087049528956413255 -0.15397407114505765 1020.9500122070314 0 1 2 1017.9500122070314 0.56866687536239635 5.4949998855590829 16.849999427795414 0.22205470502376559 -0.58365184068679798 3 7.5250000953674325 -0.45276921987533564 130.50000000000003 -0.43118219077587122 -0.39864183962345118 12.250000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 8 3 9 22 14 10 18 26 13 25 24 29 19 -5 -13 20 -18 -6 -2 21 -8 -3 -24 -7 -4 -1 -12 -11 -9
right_child=2 4 6 5 7 11 16 12 -10 28 27 15 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.004006911335233317 -0.0030128730782678515 -0.0078148443680187453 -0.0073690642500404127 -0.0052169833074747424 1.1008416447868963e-06 -0.0041044611974206347 -0.0046321894207909282 -0.0018188404689074263 0.0006143426031727918 -0.0084692281983001043 -0.0043319378025405671 -0.0042103135592876199 0.0025497123323694852 -0.0068746059774479175 -0.006688018166406455 -0.0057428638256717558 -0.0014901014140901077 -0.0047537183227857925 -0.0031135322673628328 -0.005728299267128454 0.002382404901519657 0.0001025609383355024 -0.0010882772686146285 -0.0054005283250258525 -0.00089865894641451619 -0.0017477100650513653 -0.014860784404583561 -0.0018736698445661626 -0.00086816166815794542 0.0006084183827772757
leaf_weight=641591 44334 2719 1473 44784 9361 16909 4330 9078 10262 734 45429 48383 19337 7514 140652 78460 35527 6096 14070 8693 7133 20828 6999 5303 7246 34856 118 8104 17561 28391
leaf_count=641591 44334 2719 1473 44784 9361 16909 4330 9078 10262 734 45429 48383 19337 7514 140652 78460 35527 6096 14070 8693 7133 20828 6999 5303 7246 34856 118 8104 17561 28391
internal_value=-2.85135e-06 0.00337788 -0.00436551 -0.0052044 -0.000538542 -0.00566157 -0.00223841 7.81294e-05 0.0039501 -0.00325342 -0.00315765 -0.00483653 0.00088135 -0.00388207 -0.0063334 -0.00515907 -0.00112083 -0.00196761 -0.00186919 -0.00345803 -2.87157e-05 -0.000712348 -0.00383259 -0.00295243 -0.00314279 -0.00197563 0.00400344 -0.0039598 -0.00117312 2.03414e-05
internal_weight=1.32628e+06 747229 579046 415270 95258 336434 163776 80237 651971 78836 89862 150998 56806 60541 185436 126843 73914 41623 23431 53027 32291 25158 15021 12302 24155 36329 641709 53533 18295 37469
internal_count=1326275 747229 579046 415270 95258 336434 163776 80237 651971 78836 89862 150998 56806 60541 185436 126843 73914 41623 23431 53027 32291 25158 15021 12302 24155 36329 641709 53533 18295 37469
cat_boundaries=0 1 2 3 4
cat_threshold=1328 1298 566 820
is_linear=0
shrinkage=0.05


Tree=30
num_leaves=31
num_cat=0
split_feature=89 56 71 91 99 80 37 91 116 52 109 56 29 132 63 90 17 110 91 32 109 38 108 80 83 16 75 52 92 29
split_gain=7087.85 472.706 457.513 122.262 105.961 70.1 66.7405 64.7376 61.8215 44.9353 43.4842 42.4557 36.8607 32.2465 32.2291 29.0481 27.8379 26.0059 24.9888 22.9333 21.5253 18.6889 18.526 18.4541 18.4474 18.3656 18.0549 18.0206 15.4331 14.9623
threshold=-0.15549859404563901 249.53271484375003 236.9269714355469 -0.8135322332382201 -0.84850400686264027 288.07806396484381 15.84999990463257 -0.63644257187843312 0.38266885280609136 2.6550000905990605 -0.75083780288696278 182.47277832031253 1019.5499877929689 1016.8500061035157 0.44802251458168035 -0.30518458783626551 13.344999790191652 0.35741145908832556 -0.2469735965132713 11.84999990463257 0.050569456070661552 17.050000190734867 0.89123833179473888 334.80345153808599 218.76258850097659 14.039999961853029 0.71600347757339489 1.1250000000000002 -0.89024874567985524 1020.3500061035157
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 4 11 8 5 6 -1 14 27 23 21 -2 13 15 -4 28 22 -9 -7 -19 -11 -6 29 -5 -13 -22 -8 -3 -12 -10
right_child=2 3 7 9 10 18 26 17 16 20 12 24 -14 -15 -16 -17 -18 19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0056495635162069737 0.0038045110923149977 -0.0044572146809140544 -0.0011926208124875956 -0.0023292317375210323 -0.007859411426636622 -0.0025565713012775508 -0.00071046583603803781 -0.001749336702673375 -0.0040975675156780383 -0.0065420117210770838 0.00026600991523561786 -0.0028112419445955397 -0.004083030895222794 -0.0092482524492778686 -0.0047425599290608642 0.0011624983876755413 -0.0058395201940254641 -0.0014113968432623413 -0.00025910775642091306 0.0021009889566228012 -0.003477086900921425 0.0044193784352016211 -0.00071763200704670854 0.0024006117630483489 0.001867089095945887 -0.005397958412528602 -0.0047775924149787699 -0.0064632921469262366 -0.0014648685895696759 -0.0056785395683768263
leaf_weight=36498 642282 12213 18490 28516 2898 57016 11384 8237 67275 9035 19559 2751 7221 1008 9773 25235 44080 5757 14936 24110 51229 347 3459 2223 9003 16436 3589 134266 37704 19247
leaf_count=36498 642282 12213 18490 28516 2898 57016 11384 8237 67275 9035 19559 2751 7221 1008 9773 25235 44080 5757 14936 24110 51229 347 3459 2223 9003 16436 3589 134266 37704 19247
internal_value=-2.69149e-06 -0.00399081 0.00334863 -0.00503667 -0.00212429 -0.0030875 -0.00449637 -0.000606935 -0.00558595 -0.00360241 -0.00085921 0.00375001 -0.000655799 -0.000359437 -0.00242015 -0.000250829 -0.0048101 0.000737984 -0.00207966 0.00142396 -0.00424975 -0.00654639 -0.00430581 -0.00198718 0.000772135 -0.00394367 -0.00168535 -0.00629603 -0.000873662 -0.00444926
internal_weight=1.32578e+06 605374 720403 387979 217395 123423 51471 66367 280540 107439 93972 654036 90727 83506 28263 82498 134061 38104 71952 29867 76700 3245 89981 30739 11754 67665 14973 146479 57263 86522
internal_count=1325777 605374 720403 387979 217395 123423 51471 66367 280540 107439 93972 654036 90727 83506 28263 82498 134061 38104 71952 29867 76700 3245 89981 30739 11754 67665 14973 146479 57263 86522
is_linear=0
shrinkage=0.05


Tree=31
num_leaves=31
num_cat=4
split_feature=56 90 71 62 115 136 31 136 17 60 89 28 108 58 109 28 134 67 80 52 110 52 136 60 34 108 83 136 31 25
split_gain=6408.04 428.844 420.394 125.376 73.4397 73.0884 67.402 54.1927 46.9993 40.7918 39.775 35.8036 34.337 33.5981 29.0783 31.773 27.7549 25.6696 24.2133 23.0859 22.8719 22.3906 21.3639 21.2749 21.2559 20.9826 20.3224 20.3 19.6258 19.1134
threshold=189.78443908691409 -0.66180485486984242 236.9269714355469 0.38495650887489324 -0.85260769724845875 0 1017.9500122070314 1 13.344999790191652 0.41918775439262396 -0.34862308204174036 1017.8500061035157 0.27975144982337957 188.44915008544925 -0.058450961485505097 1017.2500000000001 1015.6499938964845 1.6349999904632571 237.23098754882815 0.81499999761581432 -0.74224016070365895 15.635000228881838 2 0.31024464964866644 11.949999809265138 -0.39059840142726893 241.56858825683597 3 1019.6499938964845 220.50000000000003
decision_type=2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2
left_child=2 3 13 11 18 28 7 -3 14 24 17 20 -8 -1 -7 16 21 -9 -4 -13 -2 -16 -17 -22 -6 -19 -15 -14 -5 -10
right_child=1 6 4 5 9 8 12 10 29 -11 -12 19 27 26 15 22 -18 25 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0036122230081638176 -0.0070959301376036666 -0.0042905698799412658 -0.0056351868886967867 -0.0055406628183350994 -0.0027354843249656627 -0.0055050198648170625 -0.0067381468594378451 0.00012810187167446702 -0.0021244329855253977 0.0026944715320423212 0.00040799995527701085 -0.00086248233253946073 -0.00092654534168513057 -0.0029304430394716269 -0.0017793440837190384 -0.0026649810699361535 -0.006007237697677404 -0.0061492230735186795 -0.001933106311807454 -0.0052941143397181416 -0.00062054407193590276 -0.0042722915015085735 -0.0050580125990233732 -0.0026831982616252362 0.0002855413322841364 -0.0017864753356830361 0.0020699967273608922 -0.0038850878608529867 -0.0068515661528336796 -0.0054802775935261332
leaf_weight=643723 2342 12219 6165 95973 7873 21687 7114 18646 4459 14911 43626 3489 9179 2748 40281 12699 5718 2902 15575 18633 17939 11601 36024 41242 22356 54780 7797 15834 40642 87600
leaf_count=643723 2342 12219 6165 95973 7873 21687 7114 18646 4459 14911 43626 3489 9179 2748 40281 12699 5718 2902 15575 18633 17939 11601 36024 41242 22356 54780 7797 15834 40642 87600
internal_value=-2.55694e-06 -0.0037989 0.00318039 -0.0046123 -0.000595465 -0.00502087 -0.00161895 -0.00111967 -0.00445589 0.000554372 -0.00079624 -0.00287005 -0.00367306 0.00356636 -0.00383644 -0.0034961 -0.00270115 -0.00148464 -0.00298294 -0.00459517 -0.00224975 -0.00233678 -0.00443589 -0.00205796 -0.000501271 -0.00200597 0.000766895 -0.00280132 -0.00593021 -0.00531773
internal_weight=1.32578e+06 604629 721148 440329 66880 356684 164300 132173 220069 45140 119954 83645 32127 654268 128010 106323 57600 76328 21740 22122 61523 51882 48723 59181 30229 57682 10545 25013 136615 92059
internal_count=1325777 604629 721148 440329 66880 356684 164300 132173 220069 45140 119954 83645 32127 654268 128010 106323 57600 76328 21740 22122 61523 51882 48723 59181 30229 57682 10545 25013 136615 92059
cat_boundaries=0 1 2 3 4
cat_threshold=6340 4224 272 146
is_linear=0
shrinkage=0.05


Tree=32
num_leaves=31
num_cat=6
split_feature=91 90 57 56 68 89 82 58 28 113 136 136 96 52 83 136 110 29 33 73 136 108 136 38 136 8 28 28 17 80
split_gain=5806.55 406.269 361.605 122.065 66.6011 66.2175 53.7604 42.5944 42.3514 39.7327 38.4822 31.0961 30.6355 29.6459 29.4897 27.8607 22.2664 21.7931 20.6963 20.2319 19.6055 19.3906 28.8425 19.3445 18.4651 18.3271 17.9723 17.6491 17.0459 17.0006
threshold=-0.15397407114505765 -0.65630772709846485 184.88154602050784 253.38579559326175 291.96382141113287 -0.5070180594921111 254.445671081543 218.68148040771487 1020.8500061035157 -0.85260769724845875 0 1 -0.82008004188537587 1.4049999713897707 250.09165954589847 2 -0.58659821748733509 1014.4500122070314 11.550000190734865 0.65971794724464428 3 0.25771151483058935 4 16.849999427795414 5 6.6499998569488534 1019.0499877929689 1020.0499877929689 13.344999790191652 253.52493286132815
decision_type=2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 1 2 2 2 2 1 2 1 2 1 2 2 2 2 2
left_child=1 3 7 6 13 14 -1 21 10 -4 -8 -6 29 19 -3 23 -11 25 -18 -5 -15 22 -2 -16 -20 -12 28 -17 -13 -7
right_child=2 5 9 4 11 12 8 -9 -10 16 17 26 -14 20 15 27 18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0058299872508288863 0.0039291393102806865 -0.0060888373793914884 -0.0026232149161028329 -0.0017288877240372238 -0.002914529441696477 -0.0052965289032782378 -0.0040918347344688806 -0.00072712914245477754 -0.0058473875466444111 -0.0061916223500235439 0.00039316445618120386 -0.0036723222910223946 0.00061791479025998257 -0.0045988430991154121 -0.0016093147297752991 -0.0026232986195038042 -0.0021427190096378664 -0.0024762673208154253 -0.0017643694104258621 -0.005182500223978254 -0.0061369992974414315 0.0034309928328623632 -0.0037726908447738073 0.0017280266402721579 0.0014172290961299112 -0.0020500607266337872 -0.005339721063176435 -0.0056644478717768256 -0.005232899867286445 -0.0011013680510733521
leaf_weight=14451 2540 5276 18461 7573 37042 2564 21291 6289 8930 1332 17448 60531 36169 25624 23962 43862 6754 37018 5451 9637 116363 649466 2313 5303 27700 13704 47215 5353 24613 41542
leaf_count=14451 2540 5276 18461 7573 37042 2564 21291 6289 8930 1332 17448 60531 36169 25624 23962 43862 6754 37018 5451 9637 116363 649466 2313 5303 27700 13704 47215 5353 24613 41542
internal_value=-2.43555e-06 -0.00361159 0.00303133 -0.0044011 -0.00488833 -0.00148687 -0.00298229 0.0033681 -0.00256403 -0.000695336 -0.00223629 -0.00419827 -0.000460716 -0.00562262 -0.00247037 -0.00222711 0.000167738 -0.00165592 0.000380009 -0.00366279 -0.00586017 0.00340746 0.000258674 -0.00100422 0.000893976 -0.000681629 -0.00455697 -0.00295348 -0.00412345 -0.00134524
internal_weight=1.32578e+06 605471 720306 441440 328598 164031 112842 660608 98391 59698 89461 169401 80275 159197 83756 78480 41237 68170 39905 17210 141987 654319 4853 29265 33151 31152 132359 49215 85144 44106
internal_count=1325777 605471 720306 441440 328598 164031 112842 660608 98391 59698 89461 169401 80275 159197 83756 78480 41237 68170 39905 17210 141987 654319 4853 29265 33151 31152 132359 49215 85144 44106
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=6272 272 306 1296 36 7296
is_linear=0
shrinkage=0.05


Tree=33
num_leaves=31
num_cat=6
split_feature=89 96 91 92 88 81 116 136 81 60 31 136 136 90 81 38 109 136 131 30 30 136 31 136 0 39 38 39 28 88
split_gain=5241.69 408.966 306.746 92.758 70.8913 64.1822 59.4695 40.5243 40.4881 33.691 32.9084 31.9619 29.7476 28.4907 26.6789 23.2614 34.7283 22.9119 22.4447 21.0786 20.5876 17.6078 17.5118 17.2967 17.1654 16.8935 16.6858 16.1421 15.8936 15.3245
threshold=-0.25889328122138971 -0.48654085397720331 -0.74354863166809071 -0.2853140383958816 -0.43959379196166987 245.64884948730472 0.39873388409614569 0 254.380729675293 0.31024464964866644 1021.3500061035157 1 2 -0.65018481016159047 234.70426940917972 16.550000190734867 0.04183649271726609 3 87.500000000000014 1014.8500061035157 1018.3500061035157 4 1019.7500000000001 5 343.50000000000006 14.449999809265138 16.94999980926514 14.84999990463257 1019.3500061035157 -0.078849222511053071
decision_type=2 2 2 2 2 2 2 1 2 2 2 1 1 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2
left_child=2 5 3 8 9 21 25 22 -1 -4 11 -10 24 -3 -11 16 -6 26 -15 -13 23 -2 29 -9 -8 -5 -16 -20 -19 -7
right_child=1 13 4 6 15 7 12 20 10 14 -12 19 -14 18 17 -17 -18 28 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0054442206331957212 -0.0062696274791396896 -0.00087635709660226061 -0.00063278507387598971 -0.0057342536574109225 -0.0052070539375001891 0.001201037152046198 -0.0030788551744002374 -0.0033056730677027569 -0.0040976802434448774 -0.0062804411997458461 -0.0060998706132256338 -0.00048701109770968179 -0.004398380246965229 0.0032499953455547865 -0.0021284221337233926 0.0014335477386944594 -0.00051259312047541707 -0.0028890011400294039 -0.021888994089948637 -0.002504204297113434 -0.0035479580865793864 -0.0023824602076400153 -0.0035840971848525001 3.119729834443813e-05 0.00077940593928417707 -0.0045720326282311114 0.00086361548866403662 0.00020982029255601052 -0.0049342806032416616 0.0038779860113147251
leaf_weight=13008 4083 4224 19824 113846 4358 16434 30290 4339 15554 5459 5598 25467 121019 650134 30014 13028 41034 56552 150 26350 5647 10294 1450 36290 3186 43105 5516 184 11416 7924
leaf_count=13008 4083 4224 19824 113846 4358 16434 30290 4339 15554 5459 5598 25467 121019 650134 30014 13028 41034 56552 150 26350 5647 10294 1450 36290 3186 43105 5516 184 11416 7924
internal_value=-2.32053e-06 0.00278993 -0.00354218 -0.00432823 -0.00187342 -0.000442045 -0.00472957 0.000166345 -0.00287438 -0.00252876 -0.00241626 -0.00211018 -0.00403318 0.00321676 -0.00287372 -0.000428789 -0.000963299 -0.00269404 0.00324334 -0.0015125 -0.000718991 -0.00349242 0.00175343 -0.000325972 -0.00271084 -0.00541506 -0.00166344 -0.0097148 -0.00323205 0.00207189
internal_weight=1.32578e+06 741153 584624 397423 187201 86461 311446 72084 85977 128781 72969 67371 154495 654692 108957 58420 45392 103498 650468 51817 46276 14377 25808 40629 33476 156951 35530 334 67968 24358
internal_count=1325777 741153 584624 397423 187201 86461 311446 72084 85977 128781 72969 67371 154495 654692 108957 58420 45392 103498 650468 51817 46276 14377 25808 40629 33476 156951 35530 334 67968 24358
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=546 6272 272 306 4305 4224
is_linear=0
shrinkage=0.05


Tree=34
num_leaves=31
num_cat=4
split_feature=58 71 88 60 16 136 82 112 31 16 136 31 52 88 109 116 59 52 111 31 73 132 115 136 5 106 96 136 80 56
split_gain=4749.62 384.648 256.733 98.0737 61.722 57.2836 52.5626 51.0005 42.9148 34.1109 36.539 33.3807 38.9986 31.3289 31.0762 27.7264 26.6762 25.9649 25.8617 25.0418 24.5105 22.7054 18.89 18.5693 18.5315 17.9007 16.8413 16.276 15.419 14.7345
threshold=197.57899475097659 230.96580505371097 -0.74807515740394581 0.31024464964866644 14.039999961853029 0 292.32817077636724 -0.50751903653144825 1019.3500061035157 12.50999975204468 1 1016.8500061035157 16.314999580383304 -0.042059846222400658 -0.75083780288696278 -0.74892720580101002 191.25522613525393 0.10500000044703485 -0.51841762661933888 1017.2500000000001 0.49902085959911352 1018.8500061035157 -0.85260769724845875 2 4.8500001430511483 -0.5561920404434203 -0.69426152110099781 3 284.20204162597662 213.412223815918
decision_type=2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2
left_child=1 13 3 -2 5 17 18 8 9 10 -4 12 21 25 -9 -6 -8 -5 -3 23 -12 24 -22 -20 -7 -1 -16 -13 -10 -24
right_child=2 6 7 4 15 11 16 14 28 -11 20 27 -14 -15 26 -17 -18 -19 19 -21 22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016799516226461645 -0.0013758969008047604 -0.006631482861963015 -0.0040137098180948105 -0.00030718231280489264 -0.0013539570786464041 -0.00087372971252529285 0.0019616896500177609 -0.0062139304137404849 -0.0063809195467050342 -0.0035509475714495236 0.00071562977136268441 -0.0028982128602465084 -0.0043772140399371889 0.0031024149036287078 -0.00094091486082217954 -0.0056850280829257652 -0.00034152007278246896 -0.004961095087714181 0.0012346728882506788 -0.0039381611146338908 -0.0026928022731249448 -0.0069383629125928442 -0.00014279921507577109 -0.0018262898758223609 -0.0026521088933480434 -0.0025591503268665924 0.0012021889089529555 -0.004550613498912409 -0.0034721769442530299 -0.0019606475812277259
leaf_weight=12885 30196 2828 12302 3080 3865 27230 19388 2061 6170 24846 15266 20281 24571 642781 18951 84130 35759 111242 7745 8430 22336 2259 26145 13720 31705 3087 17756 57913 17417 19432
leaf_count=12885 30196 2828 12302 3080 3865 27230 19388 2061 6170 24846 15266 20281 24571 642781 18951 84130 35759 111242 7745 8430 22336 2259 26145 13720 31705 3087 17756 57913 17417 19432
internal_value=-2.2122e-06 0.00263357 -0.00340017 -0.00411476 -0.00434055 -0.00397556 -0.000473788 -0.00184931 -0.00228291 -0.00190064 -0.0014712 -0.00337561 -0.00269461 0.00304806 -0.000239685 -0.00549479 0.000468218 -0.00483529 -0.00206132 -0.00162899 -0.00109455 -0.002019 -0.00150162 -0.000722109 -0.00183044 0.000860636 9.57525e-05 -0.00412299 -0.00423306 -0.000917849
internal_weight=1.32578e+06 746623 579154 396472 366276 278281 87870 182682 143914 120327 95481 163959 85765 658753 38768 87995 55147 114322 32723 29895 83179 61194 67913 21465 58935 15972 36707 78194 23587 45577
internal_count=1325777 746623 579154 396472 366276 278281 87870 182682 143914 120327 95481 163959 85765 658753 38768 87995 55147 114322 32723 29895 83179 61194 67913 21465 58935 15972 36707 78194 23587 45577
cat_boundaries=0 1 2 3 4
cat_threshold=6340 4224 548 272
is_linear=0
shrinkage=0.05


Tree=35
num_leaves=31
num_cat=4
split_feature=58 56 91 63 112 69 16 57 28 136 92 73 108 52 35 20 38 99 136 136 30 113 109 38 136 30 80 30 14 62
split_gain=4300.86 374.106 228.182 80.2231 53.8057 52.4291 49.6361 43.6742 39.1199 32.8661 30.3778 28.4413 26.6557 24.2797 24.0842 23.48 23.4254 22.4793 20.8579 20.8569 19.6415 17.8973 17.3018 30.8695 15.7925 16.9281 15.4694 15.3469 13.9696 13.5843
threshold=199.76450347900393 182.47277832031253 -0.76432672142982472 0.36311630904674536 -0.62249094247817982 289.01585388183599 14.039999961853029 241.8398132324219 1019.6499938964845 0 -0.031777575612068169 0.5673489272594453 -0.74287477135658253 4.0650000572204599 11.550000190734865 7.0950000286102304 16.849999427795414 -0.80901777744293202 1 2 1017.0499877929689 -0.3172925859689712 0.30939202010631567 16.750000000000004 3 1013.5499877929689 255.31411743164065 1019.3500061035157 2.304999947547913 0.29823604226112371
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 1 2 2 2 2 1 2 2 2 2 2
left_child=1 7 3 13 6 16 11 22 9 -3 15 -4 -6 29 -14 -7 -5 26 -12 -13 -21 -16 23 28 25 -18 -11 -17 -1 -2
right_child=2 8 4 5 12 10 -8 -9 -10 17 18 19 14 -15 21 27 24 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020791420329332052 -0.00011309307349524416 -0.0021040147382059976 -0.00062278756027495715 -0.0050971085981299227 -0.0061829599239694001 -0.0034197546630666113 -0.0047285043239545868 -0.0018643822985355625 -0.0040623521026883205 -0.0044944643055084086 -0.0031443759107499763 -0.0038142723366063518 -0.0024068503479785504 -0.003815528930046057 -0.00035546527717678349 -4.0693462457103805e-05 0.0028827315634484063 0.0013725843184980403 -0.0044552342880389206 -0.0013587731278577424 -0.0032526247934696103 0.002040264092958855 0.0029448981926775927 0.0036500954450839496 -0.004248470054307233 -0.0029884692248894518 -0.00026354113496058649 -0.0042544916291086393 -0.01565074639346228 -0.0021437247273808106
leaf_weight=3346 11801 18594 28620 146598 2006 20980 19292 4809 7374 2311 47114 20974 10903 16546 31966 11904 1969 27141 86702 41220 20499 10310 653686 3770 8830 3261 33164 2640 201 27263
leaf_count=3346 11801 18594 28620 146598 2006 20980 19292 4809 7374 2311 47114 20974 10903 16546 31966 11904 1969 27141 86702 41220 20499 10310 653686 3770 8830 3261 33164 2640 201 27263
internal_value=-1.28688e-06 0.00247716 -0.00327349 -0.00396704 -0.00183402 -0.00426309 -0.00238712 0.00288329 -0.000575413 -0.000258793 -0.00364923 -0.00198132 -0.000525008 -0.00221023 -0.000311581 -0.00234947 -0.00491013 0.000289441 -0.00399427 -0.00245151 -0.00198746 0.00022879 0.00291783 0.000499966 -0.00296058 -0.000776584 -0.000539162 -0.000805574 -0.00284821 -0.00153028
internal_weight=1.32579e+06 754396 571398 385608 185790 329998 130605 665812 88584 81210 169340 111313 55185 55610 53179 35524 160658 62616 133816 82693 61719 42276 661003 7317 14060 5230 35475 14544 3547 39064
internal_count=1325794 754396 571398 385608 185790 329998 130605 665812 88584 81210 169340 111313 55185 55610 53179 35524 160658 62616 133816 82693 61719 42276 661003 7317 14060 5230 35475 14544 3547 39064
cat_boundaries=0 1 2 3 4
cat_threshold=7312 1298 7296 882
is_linear=0
shrinkage=0.05


Tree=36
num_leaves=31
num_cat=6
split_feature=91 90 57 113 31 62 136 17 75 56 83 82 108 58 92 38 136 136 8 65 64 136 136 97 31 75 24 12 136 56
split_gain=3887.14 283.92 248.139 80.4409 50.3725 45.9854 44.267 43.9537 41.2809 34.5445 32.3629 28.7364 26.663 25.3367 24.1721 21.4426 20.3488 19.3033 19.1254 19.121 18.4137 18.2452 16.3608 16.2508 15.8373 14.455 14.4328 13.3541 12.7809 12.6515
threshold=-0.18142416328191754 -0.65018481016159047 184.88154602050784 -0.90255093574523915 1017.5499877929689 0.34706082940101629 0 14.039999961853029 0.63960227370262157 197.08123016357425 234.64959716796878 232.03525543212893 0.27335070073604589 220.308464050293 -0.087049528956413255 16.849999427795414 1 2 6.9500000476837167 1.3650000095367434 11.375000000000002 3 4 -0.83532088994979847 1016.4500122070314 0.52792891860008251 184.50000000000003 2.7749999761581425 5 259.80432128906256
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 1 2 2 2 1 1 2 2 2 2 2 1 2
left_child=1 3 13 7 6 29 -3 8 15 18 22 -7 -6 -2 20 -1 -12 -16 26 -11 -13 25 -4 -21 -10 -14 -8 -25 -26 -5
right_child=2 4 10 5 12 11 9 -9 24 19 16 14 21 -15 17 -17 -18 -19 -20 23 -22 -23 -24 27 28 -27 -28 -29 -30 -31
leaf_value=-0.0030091423061494723 0.0027792300327221849 -0.0036965280006822938 -0.0011718112878223344 -0.00073913453785653417 -0.0054160294277847887 -0.0057350806196112278 0.0045847202634177004 -0.0055836809074703434 -0.0037036072003597872 0.00060325942168349236 0.00093513096716890036 -0.0027967617402086756 0.0025057215166361824 -0.00040331674081532361 -0.0023971689303325301 0.00010940233903339609 -0.0010981234537266312 -0.0038329372988151786 -0.00072127387911517403 -0.0021473676264869191 -0.00060663116615345509 -0.0033704383799916791 -0.0047068746985702535 5.1066750489446429e-05 -0.0056012335170398404 -0.0015964682834141337 0.0011902841603981082 -0.0026429327130122805 -0.0042043314844495867 -0.0025260802173803711
leaf_weight=24877 655437 11039 7556 24139 7736 11545 3707 53311 54201 15144 28559 36111 2671 6314 30368 7081 21606 104361 12123 32363 13071 13847 5795 22322 30990 10956 20172 5794 35800 16798
leaf_count=24877 655437 11039 7556 24139 7736 11545 3707 53311 54201 15144 28559 36111 2671 6314 30368 7081 21606 104361 12123 32363 13071 13847 5795 22322 30990 10956 20172 5794 35800 16798
internal_value=-1.22922e-06 -0.00297652 0.00246234 -0.00362579 -0.00115608 -0.00299619 -0.000677572 -0.00434738 -0.00391646 -0.000378652 -0.00052287 -0.00331534 -0.00282308 0.00274886 -0.00316344 -0.00231816 5.93785e-05 -0.00350978 0.000896116 -0.000985583 -0.0022147 -0.00209297 -0.00271061 -0.00138343 -0.00433862 -0.000791825 0.00171724 -0.000504099 -0.00485395 -0.00147239
internal_weight=1.32579e+06 600527 725267 442653 157874 236393 122664 206260 152949 111625 63516 195456 35210 661751 183911 31958 50165 134729 36002 75623 49182 27474 13351 60479 120991 13627 23879 28116 66790 40937
internal_count=1325794 600527 725267 442653 157874 236393 122664 206260 152949 111625 63516 195456 35210 661751 183911 31958 50165 134729 36002 75623 49182 27474 13351 60479 120991 13627 23879 28116 66790 40937
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=4224 822 272 658 820 6241
is_linear=0
shrinkage=0.05


Tree=37
num_leaves=31
num_cat=4
split_feature=88 90 90 16 136 72 80 59 31 112 80 112 116 57 53 92 109 16 30 136 136 136 99 54 67 28 135 28 31 57
split_gain=3511.32 284.864 193.1 71.9883 51.2069 49.5359 39.8807 38.4039 32.6679 32.4677 31.4107 27.2677 26.379 24.0878 23.0525 21.7006 20.043 18.4592 17.4043 17.0379 16.7868 16.758 16.0908 15.1291 14.7513 14.4213 19.1732 13.7819 13.3291 12.9539
threshold=-0.30069611966609949 -0.15281151980161664 -0.76461085677146901 13.344999790191652 0 0.49462243914604193 234.87578582763675 190.3846130371094 1019.4500122070314 -0.80382624268531788 239.53385162353518 -0.33379416167736048 -0.81408452987670887 212.4480895996094 1.4149999618530276 -0.1681781858205795 0.15435431897640231 13.344999790191652 1014.9500122070314 1 2 3 -0.72698691487312306 2.3249999284744267 1.3149999976158144 1014.9500122070314 1010.8500061035157 1006.7500000000001 1014.6499938964845 258.20147705078131
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 2 2 2 2
left_child=2 6 3 4 14 22 20 29 10 17 -6 18 -5 -11 -1 -12 -16 28 21 -14 -2 -8 24 -9 -4 26 -18 -15 -7 -3
right_child=1 7 5 12 8 9 11 23 -10 13 15 -13 19 27 16 -17 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00023759836135334159 -0.0018100336475826914 0.0026555405934144162 0.00075848235115009088 -0.00093526229763720564 -0.0054580494025516044 -0.0016367831430439104 -0.0035022011445201453 -0.00075199698422938506 -0.0046754605199284052 -0.00035378538652892851 -0.0019539749736889145 0.001903627206456932 -0.0039405182999197111 -0.0046301282507434059 -0.0036225925373653909 -0.0033544880925799464 0.0005913810056831989 -0.0048440011697375371 -0.0017023934235378638 -0.0051237640441289768 -0.0055474830098264059 0.00058007731217146047 0.0014708301102805143 0.0019911571361442642 -0.0017359968546609855 -0.0023862787398277489 -0.0038918111745284765 -0.0018223890425550383 -0.0033135719332648404 -0.00220091370405456
leaf_weight=10527 8431 652540 9900 4939 13169 22012 2782 11525 45890 32387 41359 13155 50670 4735 19266 83501 11066 10627 22122 78076 4689 25237 12438 8914 14767 24194 3040 56783 25677 1376
leaf_count=10527 8431 652540 9900 4939 13169 22012 2782 11525 45890 32387 41359 13155 50670 4735 19266 83501 11066 10627 22122 78076 4689 25237 12438 8914 14767 24194 3040 56783 25677 1376
internal_value=-1.17877e-06 0.00225076 -0.00294139 -0.00358334 -0.00308582 -0.0016336 -0.000642499 0.00257861 -0.00351957 -0.00203291 -0.00313553 -0.000122457 -0.00452122 -0.00145746 -0.00191346 -0.00289058 -0.00230715 -0.00295954 -0.000654021 -0.00465878 -0.00315138 0.000173706 4.51946e-06 0.000444367 -0.000734848 -0.00164544 -0.000374797 -0.0020385 -0.00253961 0.00264532
internal_weight=1.32579e+06 750771 575023 385697 252012 189326 76416 674355 183919 152221 138029 63296 133685 93905 68093 124860 57566 58316 50141 128746 13120 28019 37105 20439 24667 38300 14106 61518 47689 653916
internal_count=1325794 750771 575023 385697 252012 189326 76416 674355 183919 152221 138029 63296 133685 93905 68093 124860 57566 58316 50141 128746 13120 28019 37105 20439 24667 38300 14106 61518 47689 653916
cat_boundaries=0 1 2 3 4
cat_threshold=306 1808 1844 4240
is_linear=0
shrinkage=0.05


Tree=38
num_leaves=31
num_cat=6
split_feature=91 57 57 83 31 101 136 96 17 136 136 116 72 36 68 110 39 110 31 30 4 134 31 135 29 108 136 61 136 136
split_gain=3177.61 237.212 198.914 74.965 75.2935 70.2611 63.7262 35.1756 32.2818 28.3885 27.6327 27.4785 26.2033 24.526 23.0716 22.584 27.0995 19.7564 18.5496 18.4785 18.0701 16.9371 18.2328 16.829 17.0945 16.739 16.5488 16.3003 15.3754 15.169
threshold=-0.18142416328191754 250.36621856689456 184.88154602050784 247.11089324951175 1016.0499877929689 0.557735174894333 0 -0.82617387175559986 14.039999961853029 1 2 0.87878364324569713 0.62569233775138866 20.849999427795414 283.91160583496099 0.35741145908832556 15.84999990463257 -0.58659821748733509 1019.6499938964845 1018.8500061035157 4.7500000000000009 1012.3500061035157 1012.6499938964845 1010.5499877929689 1015.1499938964845 0.22685996443033221 3 0.30114465951919561 4 5
decision_type=2 2 2 2 2 2 1 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 1
left_child=1 3 15 13 6 8 -5 21 12 25 -4 23 27 -1 -14 16 -2 -12 -11 -19 -9 22 -8 24 26 -6 -7 -3 -26 -16
right_child=2 5 10 4 9 11 7 20 -10 18 17 -13 14 -15 29 -17 -18 19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.005071345320242851 -0.0036442520760288327 -0.00031512506724458997 -0.0020270109014348956 -0.0035059830788419012 -0.0047301609953177325 -0.00019656320873446656 0.00067123889385207482 0.00185118413284176 -0.0047869577664407222 -0.0024630652711945858 -0.0050087560644364783 0.00033191846260200933 -0.0045688905805871313 0.0078419576030482729 -0.0018001049388869225 0.0025145301960882282 0.0023493191874547521 0.00086000866609350674 -0.0045863545852155496 -0.0022217280613485175 -8.2458429721925689e-05 -0.003408303443816436 -0.0011356345970903632 -0.0050462684893469618 -0.00022286648805193624 -0.00026861155011683656 -0.0024565314014480116 -0.0028911706781147586 -0.0031561776003872066 -0.003598518303534433
leaf_weight=14904 3289 7675 19256 14770 2394 13703 21121 27420 71720 37397 1722 8576 63736 377 13739 654041 4421 36936 14189 5602 21600 5539 41189 6651 4852 17255 19836 30721 58217 82946
leaf_count=14904 3289 7675 19256 14770 2394 13703 21121 27420 71720 37397 1722 8576 63736 377 13739 654041 4421 36936 14189 5602 21600 5539 41189 6651 4852 17255 19836 30721 58217 82946
internal_value=-1.1271e-06 -0.00269121 0.00222628 -0.00137558 -0.0011212 -0.00344181 -0.000412621 -2.1378e-05 -0.00387758 -0.00243063 -0.000446475 -0.00238765 -0.00354954 -0.00475276 -0.00383037 0.00248282 -0.000207471 0.000241565 -0.0030465 0.000454162 0.000999151 -0.0007587 -0.000523165 -0.00261351 -0.00244603 -0.000811786 -0.00153397 -0.00237624 -0.00293105 -0.00334352
internal_weight=1.32579e+06 600527 725267 218155 202874 382372 131639 116869 270537 71235 63516 111835 198817 15281 160421 661751 7710 44260 51586 42538 49020 67849 62310 103259 96608 19649 33539 38396 63069 96685
internal_count=1325794 600527 725267 218155 202874 382372 131639 116869 270537 71235 63516 111835 198817 15281 160421 661751 7710 44260 51586 42538 49020 67849 62310 103259 96608 19649 33539 38396 63069 96685
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=4224 530 7360 2850 16 272
is_linear=0
shrinkage=0.05


Tree=39
num_leaves=31
num_cat=4
split_feature=58 56 91 63 112 69 16 57 35 28 136 136 92 21 72 16 116 38 99 136 109 133 74 109 54 136 31 82 133 80
split_gain=2879.69 245.743 157.232 58.7367 40.9604 40.0539 35.9968 31.3687 30.8863 29.915 25.9708 22.3088 21.203 23.1918 20.1447 19.4523 18.1788 17.5222 17.3134 15.3121 14.3885 14.3322 14.0138 13.9924 13.8998 13.4306 15.3656 12.9629 12.4715 11.4328
threshold=199.76450347900393 183.57373809814456 -0.76432672142982472 0.36311630904674536 -0.74892720580101002 289.01585388183599 14.039999961853029 241.8398132324219 11.750000000000002 1018.0499877929689 0 1 -0.031777575612068169 7.5450000762939462 0.57437565922737133 13.344999790191652 -0.64942333102226246 16.849999427795414 -0.8259364366531371 2 -0.75083780288696278 1013.6499938964845 0.42344570159912115 -0.82667255401611317 0.45499999821186071 3 1011.4500122070314 282.63932800292974 1016.5499877929689 255.31411743164065
decision_type=2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2
left_child=1 7 3 15 6 17 14 23 -6 10 -3 20 13 -7 24 22 -17 -5 29 -14 -10 -13 -2 -1 -4 26 -19 -16 -20 -12
right_child=2 9 4 5 8 12 -8 -9 11 -11 18 21 19 -15 27 16 -18 25 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0049840867562588138 0.0010176870631206834 -0.001796540906860528 0.0023586487716724096 -0.0042349057315156638 -0.0023573479318288772 -0.0026846534198688874 -0.004565569153137365 -0.0016394062412843635 -0.0059465033217458892 -0.0026223030089160978 -0.0040600206974563723 -0.00068040254002682337 -0.0023634959186824879 0.00015637969959963192 -0.0036071894321981525 0.0001028988323148918 -0.0048571484786309634 0.0054370950184921031 0.0014801875425792612 -0.003580096711076894 0.0011628860230508845 -0.0045382963932305426 -0.0016371470611870689 0.0023896077820089691 -0.0010773361077274083 -0.0035746410914317614 -0.0016389390064493491 -0.0018674232964680723 -0.0090538830898085638 -0.00012410352533793239
leaf_weight=644 5685 16817 3512 146598 22702 25528 14041 4884 733 13628 1975 43637 35326 9996 14426 2406 7955 934 26369 98490 24482 2548 39564 661760 18179 8830 4296 41530 284 28035
leaf_count=644 5685 16817 3512 146598 22702 25528 14041 4884 733 13628 1975 43637 35326 9996 14426 2406 7955 934 26369 98490 24482 2548 39564 661760 18179 8830 4296 41530 284 28035
internal_value=-1.07714e-06 0.00202695 -0.00267861 -0.00325433 -0.00148371 -0.00350765 -0.00223582 0.002353 -0.000750886 -0.000470739 -7.16986e-05 -0.000240102 -0.0029711 -0.00188522 -0.00181453 -0.00175108 -0.00370534 -0.00407319 0.000440456 -0.00325937 0.000955837 -0.000893047 -0.0013036 0.00238244 -0.000521014 -0.00238709 -0.000374549 -0.00231595 0.00136794 -0.000383132
internal_weight=1.32579e+06 754396 571398 385608 185790 329998 91688 667288 94102 87108 73480 71400 169340 35524 77647 55610 10361 160658 56663 133816 25215 46185 45249 662404 21691 14060 5230 55956 26653 30010
internal_count=1325794 754396 571398 385608 185790 329998 91688 667288 94102 87108 73480 71400 169340 35524 77647 55610 10361 160658 56663 133816 25215 46185 45249 662404 21691 14060 5230 55956 26653 30010
cat_boundaries=0 1 2 3 4
cat_threshold=7312 562 274 882
is_linear=0
shrinkage=0.05


Tree=40
num_leaves=31
num_cat=0
split_feature=89 56 92 52 68 98 75 30 62 91 81 81 75 31 125 17 112 28 31 134 116 134 108 28 64 53 132 35 36 24
split_gain=2609.8 221.155 133.173 62.6067 45.8956 45.6951 35.404 35.3618 33.6563 28.188 27.6557 25.6486 21.836 21.6037 19.4764 18.1815 17.3347 14.7143 14.6417 14.6985 14.6187 14.3093 13.7315 13.6543 13.4407 13.0193 12.7638 13.0303 12.4996 11.605
threshold=-0.33768270909786219 182.47277832031253 -0.36131212115287775 2.6550000905990605 284.50410461425787 -0.8486269712448119 0.56866687536239635 1019.3500061035157 0.45365232229232794 -0.71443843841552723 214.69133758544925 237.29639434814456 0.48364695906639105 1017.3500061035157 0.55191597342491161 14.039999961853029 -0.80382624268531788 1020.8500061035157 1020.0499877929689 1009.7500000000001 0.85260769724845897 1015.5499877929689 0.26591549813747412 1007.3500061035157 9.0749998092651385 0.2650000005960465 1015.6499938964845 12.150000095367433 21.849999427795414 194.50000000000003
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=2 9 5 8 -5 6 -1 11 12 -2 -7 28 25 23 -14 18 -13 21 19 -6 -16 29 -9 -8 -10 -4 27 -18 -3 -12
right_child=1 7 3 4 15 10 13 22 24 -11 17 16 14 -15 20 -17 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00067243559200532972 -0.00079761188065157341 -0.0025141934796887072 0.0043159419786577636 -0.0042881032444248273 -0.0022340026009780652 -0.0053150910819548232 -0.004467685706719419 -0.006759022429702082 -0.0038023261871216068 0.0022665240096468356 0.0021890957131966908 -0.00086457105436830994 -0.0028977701288362989 -0.00420565137772128 -0.0013001618607798905 -0.0037859837820261111 -0.00077450313281020365 -0.0037360020810734344 -0.0034892128919152485 -0.0042206611491707657 0.0020814216220747454 -0.0053304601431227059 -0.0022419318987889226 -0.0018642280648770264 -0.0015951044688025649 -6.5577508628352786e-05 -0.0044330663681330573 0.0013377485389155306 0.011031995954515542 -0.00012874784991631389
leaf_weight=30979 7592 10890 1993 99301 103056 2719 5710 2223 24115 659833 5990 22449 19590 17872 21404 52834 9001 2766 43885 10235 3757 1238 6919 42682 9660 11355 1132 38666 173 54852
leaf_count=30979 7592 10890 1993 99301 103056 2719 5710 2223 24115 659833 5990 22449 19590 17872 21404 52834 9001 2766 43885 10235 3757 1238 6919 42682 9660 11355 1132 38666 173 54852
internal_value=-7.77412e-07 0.00191571 -0.00257039 -0.00306196 -0.00340237 -0.00137377 -0.00206775 -0.000390159 -0.00191589 0.00223167 -0.000374958 -6.24939e-05 -0.00118623 -0.00272007 -0.00171563 -0.00298357 0.000285301 -0.000167817 -0.00271384 -0.00241348 -0.000795229 -8.83543e-06 -0.00334032 -0.00217142 -0.00317104 0.00058863 0.000814276 0.00093889 -0.00230236 9.94479e-05
internal_weight=1.32487e+06 758878 565993 401185 309311 164808 97243 91453 91874 667425 67565 82311 58099 66264 44751 210010 71248 64846 157176 113291 25161 62080 9142 48392 33775 13348 48799 47667 11063 60842
internal_count=1324871 758878 565993 401185 309311 164808 97243 91453 91874 667425 67565 82311 58099 66264 44751 210010 71248 64846 157176 113291 25161 62080 9142 48392 33775 13348 48799 47667 11063 60842
is_linear=0
shrinkage=0.05


Tree=41
num_leaves=31
num_cat=5
split_feature=89 99 90 17 73 30 136 136 31 52 30 28 136 81 4 133 136 124 61 88 82 136 124 35 112 16 24 80 75 114
split_gain=2355.34 203.443 122.892 50.5229 45.154 43.5964 38.4025 34.2368 25.8286 25.3238 24.146 32.4942 24.0473 23.4232 20.1036 18.9793 18.0037 17.9017 17.2501 14.573 14.4444 14.268 13.6369 13.5207 13.2169 12.7714 14.4902 12.1875 12.0203 14.4081
threshold=-0.33768270909786219 -0.64766275882720936 -0.78357878327369679 13.344999790191652 0.46997448801994329 1019.3500061035157 0 1 1016.7500000000001 15.324999809265138 1015.5499877929689 1007.9500122070314 2 245.64884948730472 4.8500001430511483 1019.1499938964845 3 0.94260558485984813 0.29364170134067541 -0.52301311492919911 232.03525543212893 4 0.56638467311859142 12.449999809265138 -0.63605400919914235 11.775000095367433 214.50000000000003 234.87578582763675 0.56866687536239635 -0.89490029215812672
decision_type=2 2 2 2 2 2 1 1 2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=2 5 3 6 20 7 18 23 9 14 11 -6 -13 -9 15 -8 17 -10 -1 -3 -4 -5 -16 -2 -12 -22 -27 -20 -15 -30
right_child=1 19 4 21 10 -7 8 13 16 -11 24 12 -14 28 22 -17 -18 -19 27 -21 25 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.000919964224000854 -0.00049545281101015374 0.00019255906936957326 -0.0035635692582206661 -0.0031867477868403045 -0.0035385863721849988 -0.0036560818373081849 0.00031304352392820501 -0.0033041815611186695 -0.0023710934437240413 -0.0032024075640582094 -0.0027927006974742385 0.00028076629589863931 -0.0015459718359756287 0.00069056660856136882 -0.0029716813917274529 -0.0071959670055086944 -0.0030570611633676408 0.0028029097537120478 -0.0050580970032092533 0.0021563817395091793 0.0016426238890482345 -0.0042403680558064467 -0.00092002120308086249 0.0018244130481234286 -0.0012995346622266201 0.0011099423159803624 -0.0022364017974656506 -0.0032533944095256744 -0.0031698009851020277 -0.00039165524202982698
leaf_weight=7244 8383 9585 2183 59183 12446 9042 26594 7968 4328 15310 55899 31115 42785 16847 13575 869 55421 2724 10498 655123 15181 71507 20079 25046 20167 6748 6214 85923 6011 20873
leaf_count=7244 8383 9585 2183 59183 12446 9042 26594 7968 4328 15310 55899 31115 42785 16847 13575 869 55421 2724 10498 655123 15181 71507 20079 25046 20167 6748 6214 85923 6011 20873
internal_value=-7.38594e-07 0.00181993 -0.00244187 -0.0029713 -0.00141658 -0.000355101 -0.0025443 -4.48229e-06 -0.00200024 -0.00138394 -0.00174728 -0.00117507 -0.00077701 -0.000810738 -0.000928414 7.54391e-05 -0.00275452 -0.000371986 -0.00327278 0.00212806 0.000354491 -0.0037638 -0.0017476 0.00124229 -0.00239683 0.000658408 -0.000494299 -0.00344988 -0.000356606 -0.00101282
internal_weight=1.32487e+06 758878 565993 373255 192738 94170 242565 85128 138900 76427 162412 86346 73900 51699 61117 27463 62473 7052 103665 664708 30326 130690 33654 33429 76066 28143 12962 96421 43731 26884
internal_count=1324871 758878 565993 373255 192738 94170 242565 85128 138900 76427 162412 86346 73900 51699 61117 27463 62473 7052 103665 664708 30326 130690 33654 33429 76066 28143 12962 96421 43731 26884
cat_boundaries=0 1 2 3 4 5
cat_threshold=6340 550 806 16 1840
is_linear=0
shrinkage=0.05


Tree=42
num_leaves=31
num_cat=0
split_feature=88 98 89 17 30 61 67 80 36 60 31 81 88 28 132 60 36 81 57 52 117 132 98 22 30 31 112 29 60 4
split_gain=2131.83 174.439 123.484 51.7186 40.7669 39.8361 36.9426 31.1328 33.1289 27.3411 24.9309 26.3046 19.3069 18.0606 19.4012 17.5401 17.3246 21.5379 16.7132 14.6034 14.4747 13.9282 13.5232 13.448 13.3654 12.3166 12.0249 11.2009 11.1969 10.6969
threshold=-0.28925028443336481 -0.74909037351608265 -0.77170419692993153 14.039999961853029 1019.5499877929689 0.33690419793128973 1.6749999523162844 282.63330078125006 15.84999990463257 0.488856852054596 1019.9500122070314 239.74128723144534 1.0000000180025095e-35 1019.8500061035157 1013.4500122070314 0.74337783455848705 13.949999809265138 286.77091979980474 186.92773437500003 0.70499998331069957 -0.71322327852249134 1015.8500061035157 -0.90459907054901112 8.1050000190734881 1014.3500061035157 1014.3500061035157 -0.47714059054851526 1021.2500000000001 0.46533796191215521 6.6499998569488534
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=2 4 3 5 9 19 26 8 -8 16 11 -7 -11 14 24 21 17 -2 -3 -1 -5 22 -13 -24 29 -10 -4 -21 -22 -9
right_child=1 18 6 20 -6 10 7 13 25 12 -12 15 -14 -15 -16 -17 -18 -19 -20 27 28 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00097796549041973663 -0.0046459749182198211 0.0020627582651895136 -0.0004562836179685389 -0.0011004036376452029 -0.0042984538687494611 -0.0040182324920911994 -0.0043530964796238318 0.00034760118647192526 0.0015750978383231658 0.00057215536572950731 -0.0035492640351388544 -0.0023514504519635154 0.0044697527856754991 -0.0026843454410275811 -0.0037669558940445665 -0.0031648842277714299 6.4633558684441255e-05 -0.00096325205308812011 0.00075025348739946127 -0.0011503805596152395 -0.0055824603560545938 -0.0046470052817225082 -0.0016515578587258336 0.0002843228441497508 -0.0014092291541330639 -0.0029119115708146409 0.001456394913046869 -0.0045275821262505392 -0.00379991908495472 -0.001240064999150102
leaf_weight=7754 5184 649266 32975 4495 6640 22679 18095 28340 3922 12934 65300 64316 4212 20108 6186 37201 26792 16955 25196 26582 10005 4576 53069 10796 54444 2507 10945 2705 73735 16957
leaf_count=7754 5184 649266 32975 4495 6640 22679 18095 28340 3922 12934 65300 64316 4212 20108 6186 37201 26792 16955 25196 26582 10005 4576 53069 10796 54444 2507 10945 2705 73735 16957
internal_value=-7.06072e-07 0.00176287 -0.0022817 -0.00280246 -0.000563828 -0.00248478 -0.00125555 -0.00162775 -0.0032577 -0.00018854 -0.00270497 -0.00241877 0.00152962 -0.00131059 -0.00104981 -0.00220534 -0.000790603 -0.00182559 0.00201373 -0.000951469 -0.00386452 -0.00193645 -0.00183969 -0.00132431 -0.000881291 -0.000174619 2.03618e-05 -0.0014623 -0.00401289 -0.000246744
internal_weight=1.32487e+06 747179 577692 383213 72717 294978 194479 150559 24524 66077 257937 192637 17146 126035 105927 169958 48931 22139 674462 37041 88235 132757 128181 63865 99741 6429 43920 29287 83740 45297
internal_count=1324871 747179 577692 383213 72717 294978 194479 150559 24524 66077 257937 192637 17146 126035 105927 169958 48931 22139 674462 37041 88235 132757 128181 63865 99741 6429 43920 29287 83740 45297
is_linear=0
shrinkage=0.05


Tree=43
num_leaves=31
num_cat=6
split_feature=91 57 97 83 31 136 118 83 132 4 75 36 116 38 24 89 19 76 37 136 136 92 108 136 82 133 79 75 136 136
split_gain=1929.45 143.635 122.452 53.9915 53.9721 49.6135 46.2982 33.3223 27.9846 27.6562 26.0709 25.1205 24.8396 20.7092 19.9839 19.1224 18.6707 17.0745 16.9049 16.871 15.6272 15.0407 12.947 12.6359 12.5508 12.4349 11.7047 11.6438 11.3503 11.3414
threshold=-0.1951574236154556 249.54417419433597 -0.66383692622184742 245.41847991943362 1016.1499938964845 0 0.39873388409614569 285.74462890625006 1016.5499877929689 5.0499999523162851 0.54533624649047863 20.849999427795414 0.85260769724845897 16.150000572204593 185.50000000000003 1.0000000180025095e-35 10.405000209808351 5.8150000572204599 16.349999427795414 1 2 -0.10608715936541556 1.0000000180025095e-35 3 282.63932800292974 1014.8500061035157 1.1649999618530276 0.48821155726909643 4 5
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 1 2 2 2 2 1 1
left_child=1 3 7 11 5 -5 18 13 9 14 20 -1 21 24 -7 -9 -11 -16 29 22 -6 -8 -12 -23 -2 -4 -22 -20 -19 -3
right_child=2 6 25 4 10 8 12 15 -10 16 19 -13 -14 -15 17 -17 -18 28 27 -21 26 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0043750811288757185 -0.0039087882299905646 -0.0023890254486831253 0.0019407919877234504 -0.0026567311568017806 0.0023289238152834359 0.0038225872918205778 -0.0012759516934860808 2.3331619814757035e-05 -0.0050826009526662415 3.2278482777828509e-05 -0.0061327256194950233 0.0096252732789541447 -0.00014482866095042805 0.00035787657088801538 -0.00012869804494687449 0.0026942475041205429 -0.0021189803161062032 0.002590173218538393 0.00044131460880522016 -0.0032050497605484052 -0.0052743673520775965 -0.0018887969234816289 -0.00073556805137218496 -0.0028251909627540202 -0.0011675627822724435 -0.0077528355804960813 -0.00068419894996882009 -0.0025223659162394749 0.00056087534665591075 -0.0036139176195412212
leaf_weight=13825 9742 22128 659764 18585 4068 5372 29203 33842 2517 29114 1211 328 14091 7938 32908 8356 15432 13541 4189 34578 1554 54634 13478 106983 7308 331 13065 15869 14058 136859
leaf_count=13825 9742 22128 659764 18585 4068 5372 29203 33842 2517 29114 1211 328 14091 7938 32908 8356 15432 13541 4189 34578 1554 54634 13478 106983 7308 331 13065 15869 14058 136859
internal_value=-6.70817e-07 -0.00210566 0.00172895 -0.00106645 -0.000854721 -0.000263563 -0.00268387 -0.000304653 0.000130465 0.000249302 -0.00199893 -0.00405062 -0.00217065 -0.00175169 0.000899977 0.000552223 -0.000712979 0.000640498 -0.00327125 -0.00260209 -0.000408737 -0.00232024 -0.00117972 -0.00250894 -0.00273384 0.00193593 -0.00117133 -0.00190342 0.00155766 -0.00344381
internal_weight=1.32487e+06 597590 727281 213634 199481 131527 383956 67186 112942 110425 67954 14153 204911 24988 65879 42198 44546 60507 179045 49267 18687 190820 14689 161617 17050 660095 14619 20058 27599 158987
internal_count=1324871 597590 727281 213634 199481 131527 383956 67186 112942 110425 67954 14153 204911 24988 65879 42198 44546 60507 179045 49267 18687 190820 14689 161617 17050 660095 14619 20058 27599 158987
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=4240 530 530 1296 802 272
is_linear=0
shrinkage=0.05


Tree=44
num_leaves=31
num_cat=4
split_feature=88 98 91 18 31 29 136 136 136 28 31 52 80 110 109 74 115 74 31 35 134 136 52 84 92 57 52 78 83 125
split_gain=1745.15 142.076 100.977 40.6356 36.1393 32.3278 32.7784 30.3455 27.805 27.2302 21.4159 20.7548 19.1164 19.0547 16.9724 16.9248 17.5802 16.14 14.7266 14.2088 13.6635 14.0542 15.7371 15.3603 14.8812 13.3723 13.027 13.0054 12.7204 12.4241
threshold=-0.28925028443336481 -0.74909037351608265 -0.78331941366195668 13.344999790191652 1019.8500061035157 1017.3500061035157 0 1 2 1007.0499877929689 1019.9500122070314 0.9650000035762788 286.23190307617193 -0.51574298739433277 -0.75083780288696278 0.56728744506835949 -0.89490029215812672 0.55370363593101513 1014.3500061035157 12.449999809265138 1015.6499938964845 3 0.22500000149011615 0.87902432680130016 -0.087049528956413255 242.75866699218753 0.92500001192092907 2.1650000810623173 265.47010803222662 0.7933231294155122
decision_type=2 2 2 2 2 2 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=2 4 3 7 8 6 9 11 19 -4 13 29 -7 -9 -8 -10 -17 -16 -11 -2 21 22 -15 -24 -23 -3 -14 -21 -13 -1
right_child=1 25 5 -5 -6 12 14 10 15 18 -12 28 26 20 17 16 -18 -19 -20 27 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.2872683244651819e-05 -0.00090325183697206695 0.0018479429913304008 -0.0030401622597332647 -0.0032712511198492202 -0.0042503818188826285 -0.0038503331992725551 -0.0047726819165979269 -0.0040640300880564273 0.00027175065011976338 0.0015067844186065725 -0.0035355705406039557 -0.0028354744620216112 0.00089032015096683387 -0.00019748806816137106 -9.0372063868774047e-05 -0.0037753884404047875 -0.00090402528729443621 -0.001580264696316745 -0.00033450921299204406 -0.0019633100469439776 -0.0045580414401389753 -0.00041843735316046113 -0.0022235404870094475 -0.0041180751778154478 -0.0020198256732422335 -4.5350812073301349e-05 -0.0019543040717445951 0.0022292389399811373 -0.0011115067089959064 0.0049708372608533854
leaf_weight=3477 6590 665003 5515 129494 5916 13014 3416 12688 16109 24392 39708 13992 4448 6749 24758 7797 16853 68389 19573 2070 5128 23985 37630 14949 36713 9459 42291 17382 45478 1905
leaf_count=3477 6590 665003 5515 129494 5916 13014 3416 12688 16109 24392 39708 13992 4448 6749 24758 7797 16853 68389 19573 2070 5128 23985 37630 14949 36713 9459 42291 17382 45478 1905
internal_value=-6.4143e-07 0.001595 -0.00206442 -0.00255617 -0.000504802 -0.00117578 -0.000774936 -0.00217416 -0.000173088 0.000271563 -0.0025123 -0.00124784 -0.0021555 -0.00221771 -0.00131107 -0.000988364 -0.00181226 -0.00118426 0.00068705 0.00110288 -0.00203053 -0.00192255 -0.00247002 -0.00276219 -0.0013868 0.00182139 -0.00168359 0.00178309 -0.00151712 0.00172531
internal_weight=1.32487e+06 747179 577692 371896 72717 205796 146043 242402 66801 49480 177550 64852 59753 137842 96563 40759 24650 93147 43965 26042 125154 120026 59328 52579 60698 674462 46739 19452 59470 5382
internal_count=1324871 747179 577692 371896 72717 205796 146043 242402 66801 49480 177550 64852 59753 137842 96563 40759 24650 93147 43965 26042 125154 120026 59328 52579 60698 674462 46739 19452 59470 5382
cat_boundaries=0 1 2 3 4
cat_threshold=294 306 550 7296
is_linear=0
shrinkage=0.05


Tree=45
num_leaves=31
num_cat=4
split_feature=91 98 63 136 52 82 30 28 28 31 115 8 136 31 136 89 81 64 136 124 124 38 96 109 36 34 83 58 32 57
split_gain=1590.18 146.263 85.5735 56.1331 30.4986 30.2566 27.6905 25.981 25.1186 27.5678 21.7831 21.5806 19.0303 18.9733 20.4212 17.7805 17.6615 16.8017 15.4876 18.2588 15.0018 14.7159 14.2496 13.2731 13.3962 13.2344 13.2077 13.0104 12.086 11.0584
threshold=-0.3802745640277862 -0.76082333922386158 0.36101782321929937 0 17.355000495910648 243.77509307861331 1016.9500122070314 1019.0499877929689 1007.3500061035157 1012.0499877929689 -0.8338540494441985 7.9500000476837167 1 1018.2500000000001 2 -0.060040108859539025 277.08544921875006 0.87500000000000011 3 0.93663650751113903 0.90255093574523937 16.94999980926514 -0.73418867588043202 0.4695603102445603 16.150000572204593 11.949999809265138 237.05650329589847 182.41320800781253 11.050000190734865 254.02915954589847
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 1 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 13 6 -2 8 17 -5 11 21 -10 20 14 16 26 -4 -1 19 -9 -8 -7 -11 24 -19 -12 -3 -27 -28 -25
right_child=1 15 3 4 -6 10 12 18 9 22 25 -13 -14 -15 -16 -17 -18 23 -20 -21 -22 -23 -24 29 -26 27 28 -29 -30 -31
leaf_value=0.0012864848012976448 -0.0047962953051999442 -0.0016107700393930245 -0.0034832650953562382 -0.0027800151475551758 -0.0025590683746719387 -0.0018596148633841184 -0.0020783694464089723 -0.0041752070836725075 0.00267781140621055 -0.0014225648611616622 -0.0012906891364732735 -0.0013352662124992871 -0.0025205185793607879 -0.0035193139195637243 -0.0031842754428516155 0.0017735595443853739 -0.0015797706633337147 -0.0024659765051283627 -0.0031022514171964366 0.0053931066953109173 0.0024094353506118583 0.0010857629009053665 0.00032257192106698512 0.00038691529961487121 4.3244238067417303e-05 0.0024636858150674222 -0.0019626296386277783 0.0002841262387563104 0.0013753685682179849 -0.0010940750757712139
leaf_weight=12498 3881 5567 15422 13338 82251 24672 3697 838 10837 41219 9967 4849 52276 80380 67637 649657 58077 16459 14987 1231 3752 5121 16332 29850 7859 8649 3014 32861 27041 21817
leaf_count=12498 3881 5567 15422 13338 82251 24672 3697 838 10837 41219 9967 4849 52276 80380 67637 649657 58077 16459 14987 1231 3752 5121 16332 29850 7859 8649 3014 32861 27041 21817
internal_value=6.85906e-07 0.00147108 -0.00203823 -0.00233871 -0.00178867 -0.000483304 -0.00135567 -0.000756816 -0.000784332 -0.000420876 -0.00027734 0.00143725 -0.00218387 -0.00290601 -0.00255692 0.00171392 -0.0019789 -0.000412386 -0.00254364 0.00151039 0.000181857 -0.00135335 -0.000927325 -0.000691816 -0.00165506 0.000345412 0.000626265 0.000738258 0.00104062 -0.00023845
internal_weight=1.32604e+06 770430 555606 450067 228551 85151 146300 105539 86575 73237 81270 15686 59725 221516 141136 685279 73499 88483 17056 2069 7449 29793 57551 75985 24318 51477 35622 41510 30055 51667
internal_count=1326036 770430 555606 450067 228551 85151 146300 105539 86575 73237 81270 15686 59725 221516 141136 685279 73499 88483 17056 2069 7449 29793 57551 75985 24318 51477 35622 41510 30055 51667
cat_boundaries=0 1 2 3 4
cat_threshold=6341 16 69 16
is_linear=0
shrinkage=0.05


Tree=46
num_leaves=31
num_cat=3
split_feature=91 57 90 16 136 112 75 82 57 99 16 32 75 109 116 60 134 136 39 53 24 108 73 31 1 38 109 67 76 136
split_gain=1435.14 132.657 83.8423 39.5742 33.1996 28.4931 28.2945 18.8646 20.3079 18.8298 18.5606 18.0464 17.7221 16.562 15.7772 16.3455 14.7358 13.9964 13.1829 12.7453 12.726 12.6688 12.646 12.497 12.9095 11.5665 12.4211 11.411 13.1575 10.7494
threshold=-0.3802745640277862 181.36531829833987 -0.75606650114059437 14.039999961853029 0 -0.80382624268531788 0.55238422751426708 260.94883728027349 264.29284667968756 -0.85186287760734547 14.039999961853029 11.650000095367433 0.62867143750190746 -0.67012292146682728 -0.81408452987670887 0.43144261837005621 1015.6499938964845 1 21.050000190734867 0.14500000327825549 288.50000000000006 -0.66639938950538624 0.5673489272594453 1013.4500122070314 17.500000000000004 14.050000190734865 0.1024846024811268 0.95499998331069957 1.794999957084656 2
decision_type=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 2 2 1
left_child=2 21 3 4 7 10 27 -1 23 25 22 -7 19 18 -5 -16 17 -15 -13 -6 -14 -2 -3 24 -9 26 -8 28 -4 -27
right_child=1 5 6 14 12 11 9 8 -10 -11 -12 13 20 16 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0027405407237927975 -0.0042704174357831009 0.00042366281594549368 -0.0018954439284879117 -0.00024710977690124659 0.0019623453874315876 -0.0015246430199123123 -0.0044884067609323739 -0.0011647573421133984 -0.001619406815492145 -0.00082936071782540753 -0.0044366787526522594 -0.005972477139336011 -0.0032906850337426257 -0.00031737617795343076 -0.0054117347463626085 -0.0031814205486617089 -0.004417697046712632 0.001473070006576362 0.010192285426063196 -0.0017455371388505874 -0.0023414644409135072 0.0016658117966162388 -0.0016625980803160547 -0.00072516639865123102 0.0027941439571175153 -0.00010359012646678395 -0.0021526731646335328 -0.00045791698527969317 0.0020443268647558012 -0.0022126432881982602
leaf_weight=22285 900 10925 2627 4087 2504 10770 7277 3096 66881 67905 4361 1362 61277 15146 9241 73989 1298 39076 139 31132 83325 664779 21674 21814 6149 11352 26130 30649 10963 12923
leaf_count=22285 900 10925 2627 4087 2504 10770 7277 3096 66881 67905 4361 1362 61277 15146 9241 73989 1298 39076 139 31132 83325 664779 21674 21814 6149 11352 26130 30649 10963 12923
internal_value=6.48224e-07 0.00139752 -0.00193632 -0.00234384 -0.00206993 -0.000256428 -0.00101059 -0.00142741 -0.00112876 -0.00139363 -0.00137324 0.000352464 -0.00250311 0.000707008 -0.00328012 -0.00342905 0.00084712 0.000973152 -0.00447554 -0.00146951 -0.00274371 0.00165779 -0.000963423 -7.22392e-05 0.00146837 -0.00205791 -0.00266146 7.68084e-05 0.00128275 -0.00122732
internal_weight=1.32604e+06 770430 555606 385780 298463 104751 169826 120225 97940 125587 36960 67791 178238 57021 87317 83230 55520 54222 1501 33636 144602 665679 32599 31059 9245 57682 33407 44239 13590 24275
internal_count=1326036 770430 555606 385780 298463 104751 169826 120225 97940 125587 36960 67791 178238 57021 87317 83230 55520 54222 1501 33636 144602 665679 32599 31059 9245 57682 33407 44239 13590 24275
cat_boundaries=0 1 2 3
cat_threshold=818 7169 818
is_linear=0
shrinkage=0.05


Tree=47
num_leaves=31
num_cat=4
split_feature=90 99 88 60 75 16 111 136 31 136 110 31 28 136 112 72 53 79 64 114 136 4 88 39 28 12 135 36 134 116
split_gain=1298.8 111.508 76.2726 40.4073 31.2824 27.4791 24.6951 24.063 23.3125 21.2191 20.4602 19.2788 25.9639 19.1268 16.0767 15.571 17.29 13.52 15.5581 13.367 13.0706 15.4717 13.0276 12.3059 12.2315 14.071 13.5722 11.966 11.5474 11.3856
threshold=-0.33742268383502955 -0.72367003560066212 -0.83234474062919606 0.31024464964866644 0.48364695906639105 14.039999961853029 -0.51841762661933888 0 1019.7500000000001 1 -0.30858774483203882 1014.6499938964845 1007.7500000000001 2 -0.9099266231060027 0.60602110624313366 0.46500000357627874 1.1649999618530276 0.79500001668930065 -0.86159634590148915 3 5.9500000476837167 1.0000000180025095e-35 12.150000095367433 1017.6499938964845 3.0949999094009404 1021.0499877929689 15.750000000000002 1015.2500000000001 -0.72534674406051625
decision_type=2 2 2 2 2 2 2 1 2 1 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 17 7 -2 -5 9 15 27 12 -12 -14 -13 16 -8 -4 -19 -11 21 -16 -21 -23 25 26 -9 -6 -3 -7
right_child=1 28 4 5 10 29 8 24 -10 19 11 14 13 -15 20 -17 -18 18 -20 22 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00031742188172487066 -0.0047010280982400345 0.0015716635480939882 -0.0018318527459626041 -0.002629756051677696 -0.0041303965384782764 -9.2278079907738548e-05 0.002503545825733203 -0.00066979114122586985 -0.0030059871004211865 -0.00083572249194852728 -0.0026513754822563721 -0.0030138467489213769 -0.0014355682825719794 0.00042945919421570519 -0.001502720034304403 -0.0032382861820035519 -0.002041898152932254 0.0024373490546692844 -5.1300313485649054e-05 0.00052040663099035779 -0.0015884680354517795 0.00072392962045109588 0.0027238578545773712 0.0067705319999137219 -0.0022541926320507099 -0.0028190545646706792 -0.005301330044987688 0.00029655364592182489 -0.0061382538103163173 -0.0033910679050902651
leaf_weight=24082 3154 674642 6914 131437 9601 2713 3647 49474 6749 14169 13092 18619 20726 40780 4214 7382 4907 8524 23857 36313 77915 2279 8228 1334 43821 10607 1634 1815 486 72921
leaf_count=24082 3154 674642 6914 131437 9601 2713 3647 49474 6749 14169 13092 18619 20726 40780 4214 7382 4907 8524 23857 36313 77915 2279 8228 1334 43821 10607 1634 1815 486 72921
internal_value=6.1537e-07 0.00135174 -0.0018117 -0.00229093 -0.00110916 -0.00244296 -0.000360035 -0.00217812 -0.000191824 6.2614e-05 -0.00137427 -0.00124335 -0.000629536 -0.000199172 -0.00168211 -0.00155488 -0.000103947 0.000175255 0.000603814 0.000501841 -0.00139292 0.000554965 0.000927447 0.00295647 -0.00161524 -0.00116181 -0.000817868 -0.00342657 0.00156611 -0.00327274
internal_weight=1.32604e+06 759677 566359 336689 229670 312607 84549 236973 81395 74646 190375 178959 74598 61506 104361 15936 8554 39295 32381 58710 85742 7827 44541 3613 105536 61715 51108 11416 675128 75634
internal_count=1326036 759677 566359 336689 229670 312607 84549 236973 81395 74646 190375 178959 74598 61506 104361 15936 8554 39295 32381 58710 85742 7827 44541 3613 105536 61715 51108 11416 675128 75634
cat_boundaries=0 1 2 3 4
cat_threshold=6341 7296 7312 16
is_linear=0
shrinkage=0.05


Tree=48
num_leaves=31
num_cat=3
split_feature=89 98 92 136 99 53 81 68 136 75 53 124 30 81 74 52 19 134 41 133 88 111 36 64 29 52 65 74 136 83
split_gain=1178 106.99 68.9254 41.4453 35.3118 27.8194 26.8689 24.2644 22.184 19.9699 19.4512 18.993 17.4691 16.9786 16.2358 16.2144 15.3403 15.325 13.1747 12.6624 11.2573 11.1605 15.4703 10.9412 10.5311 14.4373 10.2881 12.8678 9.9349 9.70955
threshold=-0.35857760906219477 -0.74909037351608265 -0.26110549271106714 0 -0.88449639081954945 0.86500000953674328 255.26343536376956 287.19119262695318 1 0.609399974346161 4.2950000762939462 0.55191597342491161 1020.8500061035157 214.69133758544925 0.6023298203945161 2.9850000143051152 9.5450000762939471 1018.8500061035157 11.84999990463257 1015.7500000000001 -1.0000000180025095e-35 -0.82187312841415394 21.849999427795414 6.9249999523162851 1019.1499938964845 10.315000057220461 9.8750000000000018 0.50234958529472362 2 289.76673889160162
decision_type=2 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 1 2
left_child=2 6 4 11 9 14 -2 -7 -6 -1 16 -4 13 -10 -5 -13 18 26 28 21 -12 22 -3 -9 25 -25 27 -15 -8 -21
right_child=1 19 3 5 8 7 10 23 12 -11 20 15 -14 17 -16 -17 -18 -19 -20 29 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00070137698737690298 -0.0023803758572487079 -0.0063187479377585431 -0.001842406683668165 0.00083510952240969266 -0.0015522146072727762 -0.0030925679290620422 0.00086649694234737734 -0.0029720553520396855 -0.003953632269619453 -0.0022026601284466959 0.00070403955036757145 0.001442123632694795 -0.0033194174149091694 0.0014267070735678497 -0.0017498767474260083 -0.00090487650514527662 -0.0017042926276824449 -0.010110582272188733 0.0047554823163808296 -0.024354297063056973 0.0036422109050097025 0.0014967400747464387 0.012951053620390438 -0.00084300772618302485 -0.0025295260565060609 -0.0021551097882221079 0.0017882518016191632 -0.00037141749502985974 -0.00098819828324390405 -0.003827534288629612
leaf_weight=36614 14353 835 38281 9444 22597 112251 13847 32193 2104 56076 16713 10215 3220 15624 17024 26320 18096 331 1468 69 4050 680080 119 35658 49383 50878 15383 27395 15066 349
leaf_count=36614 14353 835 38281 9444 22597 112251 13847 32193 2104 56076 16713 10215 3220 15624 17024 26320 18096 331 1468 69 4050 680080 119 35658 49383 50878 15383 27395 15066 349
internal_value=5.82651e-07 0.00127673 -0.00173974 -0.00211967 -0.000931263 -0.00237696 -0.000411504 -0.00252332 -0.000205644 -0.00160963 -3.36934e-06 -0.00106399 0.000269577 0.000459581 -0.000827532 -0.000248667 -0.000551826 0.000617676 0.000134624 0.00148382 0.00127715 0.00148916 -0.00391507 -0.00214323 -0.00194692 -0.00161445 0.00067848 0.00028164 -9.99906e-05 -0.00721592
internal_weight=1.32604e+06 765045 560991 381647 179344 306831 83593 280363 86654 92690 69240 74816 64057 60837 26468 36535 48477 58733 30381 681452 20763 681034 954 168112 135919 86536 58402 43019 28913 418
internal_count=1326036 765045 560991 381647 179344 306831 83593 280363 86654 92690 69240 74816 64057 60837 26468 36535 48477 58733 30381 681452 20763 681034 954 168112 135919 86536 58402 43019 28913 418
cat_boundaries=0 1 2 3
cat_threshold=272 5252 614
is_linear=0
shrinkage=0.05


Tree=49
num_leaves=31
num_cat=5
split_feature=91 98 63 136 109 39 92 110 52 136 29 113 115 109 37 57 136 20 31 136 4 30 4 134 53 134 79 74 136 38
split_gain=1068.73 97.8718 63.7557 42.0691 24.2368 30.7663 27.2762 23.9387 21.1217 22.1893 21.341 18.2171 14.9366 13.7724 13.7318 12.9264 12.9001 13.825 12.5684 14.8 13.0261 12.1831 17.0475 15.3973 11.4286 11.367 10.8458 10.788 10.3483 10.2047
threshold=-0.3802745640277862 -0.76082333922386158 0.36101782321929937 0 -0.075899876654148088 16.050000190734867 -0.18975391983985898 -0.45276921987533564 0.42499999701976782 1 1019.5499877929689 -0.043617725372314446 -0.86159634590148915 -0.82667255401611317 15.550000190734865 251.91343688964847 2 6.2950000762939462 1018.3500061035157 3 4.3500001430511483 1014.9500122070314 5.0499999523162851 1019.0499877929689 4.2950000762939462 1015.3500061035157 2.1149998903274541 0.58049488067626964 4 21.349999427795414
decision_type=2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 1 2
left_child=2 7 8 18 5 -5 21 -2 27 -10 15 12 14 29 -9 -11 17 -8 19 20 -4 22 23 -6 -17 -15 -27 -1 -14 -3
right_child=1 13 3 4 6 -7 16 11 9 10 -12 -13 28 25 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0028368244357283206 -0.0043690558423951321 -0.0052325377932624546 -0.00083321359958841751 -0.0031326590220222559 0.0016012627554508213 0.00029764573095333803 0.0047157952541575761 -0.0022556944309089547 -0.0035097678945713766 0.00026624265644046538 -0.0025297052000252851 0.002585863956457846 -0.00093379195229546471 0.0014206474792654281 0.00023837310015015873 -0.00038182888928511204 -0.0017664295150265623 -0.00066029560977459104 -0.0029841339739771237 -0.002680060603054717 -0.0022648422570662372 -0.0010709158417072813 -0.0010439756252175621 -0.010924650136433752 -0.0024569719068322426 -0.023448012702881476 -0.0029340858326950036 -4.6834461938702478e-05 0.00057304051011497991 0.0088245086203297164
leaf_weight=6173 3624 1178 28848 37310 16688 7925 1339 16522 7121 43536 12338 5416 17065 683334 8287 19473 129976 11185 73075 68294 35370 27771 12037 249 10064 73 549 6834 34237 145
leaf_count=6173 3624 1178 28848 37310 16688 7925 1339 16522 7121 43536 12338 5416 17065 683334 8287 19473 129976 11185 73075 68294 35370 27771 12037 249 10064 73 549 6834 34237 145
internal_value=5.52898e-07 0.00120599 -0.00167096 -0.00193033 -0.0014868 -0.00253168 -0.00124965 -0.000392728 -0.000564902 -0.0008301 -0.000606206 -0.000215974 -0.000415351 0.00140464 -0.0014226 -0.000281515 -0.00161882 -8.54441e-05 -0.00245757 -0.00216737 -0.00162147 -0.000322585 0.000394675 0.00141711 -0.00108888 0.0014145 -0.00534167 0.00132172 7.17403e-05 -0.00369189
internal_weight=1.32604e+06 770430 555606 450067 244480 45235 199245 85151 105539 92532 85411 81527 76111 685279 24809 73073 142500 12524 205587 132512 64218 56745 28974 16937 29537 683956 622 13007 51302 1323
internal_count=1326036 770430 555606 450067 244480 45235 199245 85151 105539 92532 85411 81527 76111 685279 24809 73073 142500 12524 205587 132512 64218 56745 28974 16937 29537 683956 622 13007 51302 1323
cat_boundaries=0 1 2 3 4 5
cat_threshold=6337 6144 16 65 7297
is_linear=0
shrinkage=0.05


Tree=50
num_leaves=31
num_cat=5
split_feature=88 75 99 114 93 75 29 52 136 20 52 68 135 81 31 81 34 31 12 111 60 52 136 12 31 132 136 136 136 40
split_gain=968.951 79.6828 59.6658 39.0362 33.0411 26.2198 23.4142 22.2664 21.9236 20.4289 19.185 16.0206 14.9036 15.8247 17.3075 14.7222 13.0749 12.6846 14.6463 12.3099 11.6432 10.8894 11.9331 10.5075 11.26 11.0701 10.4377 9.39511 9.24046 11.1492
threshold=-0.33604811131954188 0.52410879731178295 -0.87471944093704213 -0.82409480214118946 -0.16932969540357587 0.52792891860008251 1020.9500122070314 0.46500000357627874 0 5.9549999237060556 0.92500001192092907 285.29063415527349 1016.2500000000001 214.69133758544925 1013.6499938964845 334.99899291992193 11.84999990463257 1016.6499938964845 1.9049999713897707 -0.66553679108619679 0.48158860206604009 7.7750000953674325 1 2.9750000238418584 1015.7500000000001 1016.3500061035157 2 3 4 1.0000000180025095e-35
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 2 1 1 1 2
left_child=2 19 5 20 6 7 8 -1 -4 -5 15 17 13 -10 -15 -6 -11 18 28 -2 -3 22 -9 24 25 -18 -12 -13 29 -7
right_child=1 3 4 9 10 11 -8 21 12 16 26 27 -14 14 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023244174913073885 -0.0038387050675004219 -0.0024170507193726604 -0.0012080971190542153 -0.0011132170531939027 -8.2837976328985858e-05 0.0040326199934442855 -0.0036005737146254466 -0.0024009835477538707 -0.0038521305641210481 -0.00078404897610986771 -0.00099946072153031919 -0.0021984965932269687 -0.004935270923590869 0.0018307676345811427 4.1537017599485914e-05 0.0055358169294788314 0.0023873587040148699 -0.0030405142593945911 -0.0029932769397399989 0.0013591121720908702 0.00012198322152545389 -0.0026816774474819494 -0.00025559133075438617 -0.0021467728893826365 9.9187128135483043e-05 -0.0061296234147073516 -0.0018886765770803058 -0.0013419085377425362 -0.0018437236142607679 -0.00090755626372919377
leaf_weight=4729 1141 20866 26804 15224 9707 1459 4833 8889 1901 8025 51408 67858 1227 23171 32436 1325 22858 70515 28487 674495 5762 10601 23891 1901 8293 388 92615 60893 38911 5258
leaf_count=4729 1141 20866 26804 15224 9707 1459 4833 8889 1901 8025 51408 67858 1227 23171 32436 1325 22858 70515 28487 674495 5762 10601 23891 1901 8293 388 92615 60893 38911 5258
internal_value=2.20861e-06 0.00117042 -0.00156172 -0.000288506 -0.000974644 -0.0020099 -0.000214734 -0.000933518 -2.34324e-05 0.000453243 -0.00141755 -0.00219932 0.000517313 0.00063374 0.000787095 0.000591991 0.00102837 -0.00256046 -0.00210372 0.00135033 -0.00186763 -0.00128867 -0.000838171 0.00146332 0.00168092 0.0022452 -0.00157148 -0.00179365 -0.00154835 0.000165254
internal_weight=1.32587e+06 758953 566918 83317 245427 321491 90372 48110 85539 56689 155055 273381 58735 57508 55607 11032 41465 144630 74115 675636 26628 43381 32780 33440 31539 23246 144023 128751 45628 6717
internal_count=1325871 758953 566918 83317 245427 321491 90372 48110 85539 56689 155055 273381 58735 57508 55607 11032 41465 144630 74115 675636 26628 43381 32780 33440 31539 23246 144023 128751 45628 6717
cat_boundaries=0 1 2 3 4 5
cat_threshold=5268 6784 274 6337 32
is_linear=0
shrinkage=0.05


Tree=51
num_leaves=31
num_cat=4
split_feature=88 98 99 93 60 52 28 73 81 136 80 136 52 74 110 92 81 56 134 31 19 42 34 85 136 3 136 2 114 60
split_gain=874.486 72.8301 53.8489 29.8198 27.4059 24.1578 21.326 19.9467 19.8413 19.6708 19.7407 19.4305 17.3146 15.7974 14.9622 14.827 13.2867 12.9105 12.7057 12.7362 12.6573 11.0234 10.4437 10.3017 10.1725 9.77662 9.59094 13.4041 9.57664 9.46766
threshold=-0.33604811131954188 -0.74909037351608265 -0.87471944093704213 -0.16932969540357587 0.34471324086189276 0.38499999046325689 1021.0499877929689 0.4785063117742539 214.69133758544925 0 285.26780700683599 1 0.92500001192092907 0.53923001885414135 -0.24507122486829755 -0.18975391983985898 334.99899291992193 181.28501129150393 1018.0499877929689 1013.6499938964845 8.7100000381469744 4.6499998569488534 11.84999990463257 0.88624027371406566 2 103.50000000000001 3 107.50000000000001 -0.78257837891578663 0.63438993692398082
decision_type=2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2
left_child=2 4 5 6 13 7 8 -1 -4 20 -11 -10 16 -2 -6 -12 -5 29 19 25 -7 -22 -14 -9 -15 -13 27 -24 -21 -16
right_child=1 -3 3 12 14 9 -8 23 11 10 15 18 22 24 17 -17 -18 -19 -20 28 21 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0034605045995440824 9.0550988496605159e-05 0.0012802095381786393 -0.0035741633542230528 -7.8696082168374339e-05 -0.003207646864180241 6.591511625480443e-05 -0.0035007086489476109 0.00039402402273186081 -0.0011758098316176934 -0.0027975033307242364 -0.0011349622842874209 -2.8694260497700535e-05 -0.0020348598073089063 -0.00082574547437028537 0.0015059552403539765 -0.0022533179616466641 0.0052590261348764815 0.00013466304767912452 -0.0068278497934704061 -0.0010470667828274109 -0.0011708803001157302 -0.0025447971565657613 -0.001860477393265727 -0.0022657948414666735 -0.0029707908594676833 0.0021639308618784151 -0.0016875336145552437 -3.9855402054958198e-05 0.00066366127739898298 0.0054808661480503984
leaf_weight=3195 12407 678802 3765 9707 2549 13352 4653 7472 20941 95757 46423 7148 54968 9191 11795 81963 1325 28538 572 12701 44503 21727 15196 7099 13955 17606 43655 30204 22986 1716
leaf_count=3195 12407 678802 3765 9707 2549 13352 4653 7472 20941 95757 46423 7148 54968 9191 11795 81963 1325 28538 572 12701 44503 21727 15196 7099 13955 17606 43655 30204 22986 1716
internal_value=2.09359e-06 0.0011119 -0.00148365 -0.000925921 -0.000313492 -0.00190942 -0.000204004 -0.000117326 -2.50524e-05 -0.00201424 -0.00225407 0.000137995 -0.00134668 -0.00134901 0.00051201 -0.00184893 0.000562392 0.000737495 0.000589018 0.000659307 -0.00133831 -0.0016216 -0.00149291 -0.000901841 -0.00212066 0.00153079 -0.00115841 -0.000649099 5.48133e-05 0.0020108
internal_weight=1.32587e+06 758953 566918 245427 80151 321491 90372 17766 85719 303725 224143 81954 155055 35553 44598 128386 11032 42049 61013 60441 79582 66230 144023 14571 23146 24754 89055 45400 35687 13511
internal_count=1325871 758953 566918 245427 80151 321491 90372 17766 85719 303725 224143 81954 155055 35553 44598 128386 11032 42049 61013 60441 79582 66230 144023 14571 23146 24754 89055 45400 35687 13511
cat_boundaries=0 1 2 3 4
cat_threshold=1328 5252 786 914
is_linear=0
shrinkage=0.05


Tree=52
num_leaves=31
num_cat=0
split_feature=88 75 60 88 114 16 28 20 80 39 108 19 42 43 134 134 99 24 34 116 60 115 60 30 12 109 92 22 74 16
split_gain=789.223 66.8614 50.5294 36.9625 33.328 27.7089 20.325 18.1293 16.7832 16.7588 22.1005 14.9751 14.5429 14.3464 13.2536 13.0999 12.5838 12.4552 11.6926 11.5228 12.5039 10.4014 9.88049 9.64753 11.3825 9.50381 9.44985 13.888 9.449 9.33204
threshold=-0.33604811131954188 0.52410879731178295 0.31024464964866644 -0.83234474062919606 -0.82409480214118946 14.039999961853029 1019.8500061035157 5.9549999237060556 239.53385162353518 17.150000572204593 0.16954392939805987 9.5450000762939471 9.5500001907348651 11.449999809265138 1009.7500000000001 1016.2500000000001 -0.9076969027519225 210.50000000000003 11.84999990463257 -0.74892720580101002 0.43144261837005621 -0.64942333102226246 0.35087580978870397 1019.9500122070314 3.2150000333786015 -0.75083780288696278 0.17459180206060412 8.0850000381469744 0.55038669705390941 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=2 28 11 5 22 6 8 -6 29 10 -5 13 15 25 16 -12 -10 -11 -9 -7 -21 -13 -3 24 -20 -1 27 -18 -2 -4
right_child=1 4 3 9 7 19 -8 18 14 17 12 21 -14 -15 -16 -17 26 -19 23 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0057562773043781648 0.0012434532897649822 -0.0026045677781906338 -0.003979789172649381 -0.0025765315058323243 -0.0010703955868416738 0.00031961549047548979 -0.002397844634671225 -0.00076687322158966291 -0.0014889933580566606 0.0024426587265714839 -0.00090013761789462139 -0.0016058342386030301 0.0025331632468472663 0.0044925949084708315 -0.0027986264565559252 -0.0036367178874618907 -0.00039857116672184354 -0.00036997921734590044 0.0017011413074409978 -0.0049012813245432208 -0.0026261246595791362 0.0006889182636803967 -0.00066723526973671632 -0.0030860710898897013 -0.0033664780265994713 0.00048370592245390511 -0.0011453598929705301 0.0024585024314337412 -0.00034348787270897167 -0.0018639594530785678
leaf_weight=622 666122 14734 8314 23600 15224 3029 63960 8025 81903 5280 125502 17979 2987 2250 11902 4531 29930 15464 31113 6619 68912 6808 11894 1178 1149 32159 36244 4958 9514 13965
leaf_count=622 666122 14734 8314 23600 15224 3029 63960 8025 81903 5280 125502 17979 2987 2250 11902 4531 29930 15464 31113 6619 68912 6808 11894 1178 1149 32159 36244 4958 9514 13965
internal_value=1.98641e-06 0.00105631 -0.00140947 -0.00157159 -0.000280105 -0.00188467 -0.00162834 0.000405269 -0.00136544 -0.000989551 -0.00116643 -3.50681e-05 -0.000916257 0.000630397 -0.00119145 -0.000995494 -0.00106646 0.000345926 0.000947063 -0.00270424 -0.0028255 -0.000975557 -0.00173921 0.00135838 0.00152066 0.000365306 -0.000579942 7.45299e-06 0.00122111 -0.00265354
internal_weight=1.32587e+06 758953 566918 507100 83317 329736 251176 56689 187216 177364 156620 59818 133020 35031 164937 130033 153035 20744 41465 78560 75531 24787 26628 33440 32262 32781 71132 34888 675636 22279
internal_count=1325871 758953 566918 507100 83317 329736 251176 56689 187216 177364 156620 59818 133020 35031 164937 130033 153035 20744 41465 78560 75531 24787 26628 33440 32262 32781 71132 34888 675636 22279
is_linear=0
shrinkage=0.05


Tree=53
num_leaves=31
num_cat=6
split_feature=88 74 60 136 60 28 28 52 31 136 52 5 109 21 132 16 80 88 98 72 68 136 14 136 28 52 136 136 115 4
split_gain=712.274 60.6782 45.6028 34.5984 29.7708 22.7085 34.5509 19.8089 21.823 17.6621 17.5392 17.4136 15.7094 15.1273 15.9546 13.6168 14.2477 12.6013 11.7131 11.6969 10.9366 12.7231 9.81275 15.1903 9.78878 9.06862 8.40818 8.37432 8.01738 7.90436
threshold=-0.33604811131954188 0.53923001885414135 0.31024464964866644 0 0.34667152166366583 1017.4500122070314 1005.5499877929689 18.445000648498539 1012.3500061035157 1 0.10500000044703485 5.7500000000000009 -0.82667255401611317 6.2449998855590829 1016.7500000000001 9.5450000762939471 231.82154083251956 -0.85157305002212513 -0.74005708098411549 0.49462243914604193 275.46330261230474 2 1.5649999976158144 3 1020.4500122070314 0.2650000005960465 4 5 -0.72534674406051625 6.1499998569488534
decision_type=2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 1 1 2 2
left_child=2 12 15 10 9 6 -5 8 11 -3 -4 27 -2 -6 22 16 -1 -12 -10 25 -7 -22 23 24 -15 -18 -21 -8 -17 -24
right_child=1 4 3 5 13 20 7 -9 18 -11 17 -13 -14 14 -16 28 19 -19 -20 26 21 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0045194272359257428 -0.0044737703403380982 -0.00033327966148913156 0.00099886000524490245 -0.0024730410389499314 -0.0008531132380770589 -0.002668191664155163 0.0028516658990212114 -0.0015223406950191803 -0.00089588302406721956 -0.0026380159052139737 -0.0022622529839731059 -0.00050568599793668703 0.0011659850403492112 0.0019010320072905538 -0.0090854870777066846 -0.0017363800886379035 0.0057080481660947572 -0.0014552892338879949 0.00042368683103838041 0.00099195970032769226 0.00017784480398502387 -0.0016452079321968905 0.0028328917726281335 -0.0015256673042302062 -0.0071840750487038897 0.0015120658182950523 -0.00085051938243766866 0.00029108917331879531 0.00023895002638665361 0.00021164392611334521
leaf_weight=1339 1237 17243 4948 24618 13909 21960 11750 32648 58585 16061 155074 9919 678857 9539 378 14090 1478 70313 23588 13106 10907 78390 11265 6296 306 10001 11720 4400 8084 3862
leaf_count=1339 1237 17243 4948 24618 13909 21960 11750 32648 58585 16061 155074 9919 678857 9539 378 14090 1478 70313 23588 13106 10907 78390 11265 6296 306 10001 11720 4400 8084 3862
internal_value=1.88709e-06 0.00100349 -0.00133899 -0.00149301 -0.000309429 -0.00111609 -0.000744802 -0.000442823 -0.000117219 -0.00144564 -0.00194578 0.00114325 0.00115573 0.000521225 0.00112527 -3.33147e-05 0.000545667 -0.00201051 -0.000517097 0.000732478 -0.00166854 -0.0014227 0.00124871 0.000391225 0.00161701 0.00205233 0.000122209 0.00215599 -0.00101623 0.00216367
internal_weight=1.32587e+06 758953 566918 507100 78859 276765 165508 140890 108242 33304 230335 26069 680094 45555 31646 59818 37644 225387 82173 36305 111257 89297 31268 16141 9845 11479 24826 16150 22174 15127
internal_count=1325871 758953 566918 507100 78859 276765 165508 140890 108242 33304 230335 26069 680094 45555 31646 59818 37644 225387 82173 36305 111257 89297 31268 16141 9845 11479 24826 16150 22174 15127
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=6337 818 16 614 179 802
is_linear=0
shrinkage=0.05


Tree=54
num_leaves=31
num_cat=4
split_feature=59 72 63 136 114 52 88 30 100 36 31 30 28 92 136 57 110 28 20 81 31 31 86 32 136 52 73 84 136 126
split_gain=645.732 61.0816 44.7326 33.248 26.1846 18.3852 18.2209 15.8173 15.5943 17.0766 13.9196 14.5863 13.8553 13.579 13.4062 11.5213 10.8214 10.2811 11.1815 10.1806 10.1598 9.16207 8.65729 8.68781 8.65596 9.38125 10.4644 10.3691 8.61911 8.58113
threshold=202.74103546142581 0.49853193759918218 0.31981788575649267 0 -0.86159634590148915 0.46500000357627874 -0.54710930585861195 1015.4500122070314 0.16119229048490527 18.050000190734867 1018.3500061035157 1007.0499877929689 1010.6499938964845 0.066208723932504668 1 251.91343688964847 -0.51574298739433277 1021.9500122070314 7.4149999618530282 237.29639434814456 1014.8500061035157 1015.0499877929689 0.87233740091323864 16.050000190734867 2 0.2650000005960465 0.61953148245811474 0.86750096082687389 3 0.97988739609718334
decision_type=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 2 2 2 1 2
left_child=1 16 5 6 -3 29 8 12 9 -4 11 -5 22 17 -7 21 20 18 -10 -13 -1 -16 23 -6 -21 26 -26 -27 -14 -2
right_child=2 4 3 10 7 14 -8 -9 13 -11 -12 19 28 -15 15 -17 -18 -19 -20 24 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0007075297939591695 0.0014607806629685354 -0.0017164063493599595 -0.0022712717593110581 -0.0031508415476912731 -0.0029531716160358153 -0.0031072272529740958 -0.00015881628175663031 -0.00080879136738561108 -0.00054836172426274876 0.0007618678817172082 -0.0023970397682127318 -0.0027185712837858962 0.0019725304220397678 -0.0012628883264647591 0.0012348609708965558 -0.0010470420718378993 0.0011193303170283601 -0.0030039316680558446 0.0013845517830885622 -0.00093320217951344247 -0.0075122821367157632 -0.00049992317520588549 0.00096343840063287079 0.0019132028105545097 0.0018968921369460622 -0.0015474795241546063 -0.001522784280794894 -0.0031097048285797877 0.00034172532520211618 0.0068212985287997227
leaf_weight=808 9137 23345 48893 13791 4869 4309 46579 23756 22798 5127 83160 14220 19285 114196 16339 23409 673277 2924 11137 70257 703 14248 4014 1130 3401 33959 6537 15456 13994 813
leaf_count=808 9137 23345 48893 13791 4869 4309 46579 23756 22798 5127 83160 14220 19285 114196 16339 23409 673277 2924 11137 70257 703 14248 4014 1130 3401 33959 6537 15456 13994 813
internal_value=1.79174e-06 0.000946341 -0.00128725 -0.00145352 -0.000274219 -8.76707e-05 -0.00105149 0.000227927 -0.0012543 -0.0019834 -0.00187358 -0.00159752 0.000796814 -0.000993559 -0.000426667 -0.000212138 0.00110984 -0.000159128 8.59939e-05 -0.00144858 -0.00311678 0.000426766 -0.000833899 -0.00203652 -0.00130924 -0.00175391 -0.000352497 -0.00203611 0.00128746 0.00189878
internal_weight=1.32587e+06 765181 560690 492435 90393 68255 251654 67048 205075 54020 240781 157621 43292 151055 58305 53996 674788 36859 33935 143830 1511 30587 10013 5999 129610 59353 9938 49415 33279 9950
internal_count=1325871 765181 560690 492435 90393 68255 251654 67048 205075 54020 240781 157621 43292 151055 58305 53996 674788 36859 33935 143830 1511 30587 10013 5999 129610 59353 9938 49415 33279 9950
cat_boundaries=0 1 2 3 4
cat_threshold=1842 6144 69 806
is_linear=0
shrinkage=0.05


Tree=55
num_leaves=31
num_cat=5
split_feature=91 99 96 31 29 136 136 88 136 31 12 10 90 120 136 111 35 63 116 110 82 60 34 52 72 81 136 4 67 36
split_gain=598.636 49.5738 33.5807 31.5521 31.9064 22.8086 21.974 19.9599 16.9911 16.3739 18.3628 15.4679 13.5867 12.8609 12.2616 11.1462 10.5909 10.5809 10.3649 10.3479 10.1717 9.97329 9.76778 9.67403 18.6546 9.58501 8.47929 10.5618 8.33595 8.05907
threshold=-0.1951574236154556 -0.74856218695640553 -0.78177878260612477 1016.9500122070314 1006.9500122070314 0 1 -0.53930935263633717 2 1012.1499938964845 2.6550000905990605 11.449999809265138 1.0000000180025095e-35 0.23343648016452792 3 -0.58745431900024403 11.250000000000002 0.34087382256984716 0.93663650751113903 -0.82075452804565419 294.18455505371099 0.26167748868465429 14.34999990463257 0.42499999701976782 0.56462520360946666 263.87484741210943 4 4.1499998569488534 1.075000047683716 16.750000000000004
decision_type=2 2 2 2 2 1 1 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=1 3 8 4 29 13 9 15 12 10 22 17 -2 18 -9 -3 -17 -8 -5 -4 23 -18 -6 24 -10 -7 27 -19 -11 -1
right_child=2 7 19 5 6 25 11 14 20 28 -12 -13 -14 -15 -16 16 21 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025561087921361436 9.8980784027732986e-05 -0.0032532839477806886 -0.0042077971281489317 -0.0010678013379471735 0.00092331153654116079 -0.0033147635762670064 3.6156093528161281e-05 0.0018904522721884236 0.0031149540606479373 0.0016094103832401752 -0.0015777590195981521 -0.002276796099857893 0.0028931121387617193 -0.0023238142631544882 1.6480525578895629e-05 -0.0016210628480831991 0.0022157777724819321 -3.6391498541005473e-05 0.0038072421094220705 0.001064377347975129 -0.00026603370949048019 -0.00040212130749954717 0.0039114587288001691 -0.0033350864660920635 -0.0032949836298974433 -0.0021237828460637883 -0.0015275225454288235 -0.0013225349962548223 -0.00068817307728019205 0.0020279834052479568
leaf_weight=34728 22020 4050 932 76832 5253 20764 24214 13809 2066 4361 3742 24468 5422 23930 23709 17726 3917 30788 1106 672638 15542 51092 5705 7327 2519 90632 61011 33149 41663 986
leaf_count=34728 22020 4050 932 76832 5253 20764 24214 13809 2066 4361 3742 24468 5422 23930 23709 17726 3917 30788 1106 672638 15542 51092 5705 7327 2519 90632 61011 33149 41663 986
internal_value=-2.05702e-06 -0.00117493 0.000960168 -0.00139638 -0.00103739 -0.00185099 -0.000825234 -0.000238504 -0.000228968 -6.44883e-06 0.00144633 -0.00111153 0.000650809 -0.0013098 0.000706729 -0.000700355 -0.000558204 -0.000920453 -0.000998621 0.00105708 -0.00110819 -0.00021571 0.00247901 -0.00220792 -0.000406667 -0.00234557 -0.00110584 -0.0007031 -0.000470466 -0.00242955
internal_weight=1.3261e+06 597635 728466 483332 270068 213264 234354 114303 54896 60724 14700 173630 27442 101868 37518 76785 72735 149162 77938 673570 27454 55009 10958 11912 4585 111396 124948 63937 46024 35714
internal_count=1326101 597635 728466 483332 270068 213264 234354 114303 54896 60724 14700 173630 27442 101868 37518 76785 72735 149162 77938 673570 27454 55009 10958 11912 4585 111396 124948 63937 46024 35714
cat_boundaries=0 1 2 3 4 5
cat_threshold=1936 294 551 2598 577
is_linear=0
shrinkage=0.05


Tree=56
num_leaves=31
num_cat=3
split_feature=90 97 62 136 67 82 136 132 134 31 4 31 110 52 22 109 112 52 136 88 31 29 39 68 78 73 112 52 87 38
split_gain=541.208 45.4921 39.1494 31.0816 21.7147 19.025 16.0884 14.7467 13.7962 24.6735 19.2552 13.6148 13.5569 12.4494 13.0754 12.338 11.9256 11.9161 13.8222 11.6951 11.2189 11.5416 11.19 12.0621 10.9642 10.9223 10.6636 9.62185 8.89712 8.72166
threshold=-0.30518458783626551 -0.84276899695396412 0.29566760361194616 0 1.3550000190734866 271.17330932617193 1 1016.1499938964845 1014.6499938964845 1013.2500000000001 6.1499998569488534 1019.7500000000001 -0.66845777630805958 21.435000419616703 7.4249999523162851 -0.82667255401611317 -0.58068084716796864 0.42499999701976782 2 0.042868120595812804 1018.0499877929689 1006.9500122070314 16.050000190734867 268.99177551269537 1.075000047683716 0.60205304622650158 -0.81408452987670887 1.0249999761581423 0.89736318588256847 16.750000000000004
decision_type=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 2 2 2 2 2
left_child=2 6 12 20 24 22 25 15 9 10 13 19 -1 14 -7 -3 -11 28 -19 -8 21 -4 23 -6 -5 27 -20 -2 -14 -26
right_child=1 7 3 4 5 8 11 -9 -10 16 -12 -13 17 -15 -16 -17 -18 18 26 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0044007279446065181 0.00075113105754071431 -0.0037665486941397385 -0.00283580164648769 -0.0029301852566666446 -0.0031794585702228199 0.00066688262256186267 -0.00014272863630474889 -0.007870904591609924 -0.0024286496259484842 -0.0012112988023147591 -0.00093305080329673246 -0.0030837923395393321 0.0030203577993086245 -0.0016529531145637107 0.0032769768169724788 0.0010074969521487887 6.4443576147326197e-05 -0.003228271832516691 -0.00086644426328213477 0.0021898346223824406 -0.002169590819444461 -0.001316058652026843 -0.00034352852085336706 -0.0015338023438496769 7.1032530160874112e-05 -0.0036466329054872151 0.00091703820034056663 -0.0034234076305123019 -0.0017384180428835451 0.0020710729200074563
leaf_weight=1548 4155 1356 13721 2271 19182 11237 36021 469 13017 131297 16325 3399 5960 3049 8374 692805 21289 3021 12980 6316 84508 139589 9564 26542 17440 5838 23656 2067 1176 7929
leaf_count=1548 4155 1356 13721 2271 19182 11237 36021 469 13017 131297 16325 3399 5960 3049 8374 692805 21289 3021 12980 6316 84508 139589 9564 26542 17440 5838 23656 2067 1176 7929
internal_value=-1.95406e-06 0.000880038 -0.00115877 -0.00128406 -0.000934165 -0.00107591 -0.000467789 0.000992183 -0.000853513 -0.000746484 0.000376126 -3.91738e-05 0.000202866 0.0013193 0.00178141 0.000998171 -0.00103331 0.000355161 1.66961e-05 0.000205252 -0.00170697 -0.00145207 -0.00189886 -0.00222418 0.000398187 -0.00209149 0.000285079 -0.000635685 0.00223612 0.000696139
internal_weight=1.3261e+06 752426 573675 525334 287516 259876 57796 694630 204588 191571 38985 45736 48341 22660 19611 694161 152586 46793 39657 42337 237818 153310 55288 45724 27640 12060 36636 6222 7136 25369
internal_count=1326101 752426 573675 525334 287516 259876 57796 694630 204588 191571 38985 45736 48341 22660 19611 694161 152586 46793 39657 42337 237818 153310 55288 45724 27640 12060 36636 6222 7136 25369
cat_boundaries=0 1 2 3
cat_threshold=6337 6288 6144
is_linear=0
shrinkage=0.05


Tree=57
num_leaves=31
num_cat=0
split_feature=91 72 99 114 38 31 88 117 33 43 60 12 86 106 111 13 133 69 12 134 110 24 135 31 133 30 36 24 124 31
split_gain=490.184 42.2886 36.6112 20.4972 19.1125 18.3024 17.3926 16.1945 14.6515 12.911 11.3451 11.2187 11.504 11.118 10.6924 12.3368 10.5817 10.1434 9.98519 9.34146 8.5612 8.12515 7.63575 8.72605 7.47301 8.12957 7.32252 7.25078 7.0181 6.87969
threshold=-0.33675171434879297 0.49853193759918218 -0.82984396815299977 -0.86159634590148915 14.050000190734865 1013.0499877929689 -0.55496394634246815 0.28400452435016638 11.650000095367433 9.0500001907348651 0.31024464964866644 2.3850001096725468 0.90308180451393139 -0.72337204217910755 -0.88424837589263905 1.4450000524520876 1008.9500122070314 323.88114929199224 3.0349999666213994 1018.0499877929689 -0.82075452804565419 273.50000000000006 1017.4500122070314 1016.7500000000001 1016.2500000000001 1017.8500061035157 21.750000000000004 177.50000000000003 -0.49240480363368982 1009.8500061035157
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=2 20 4 -3 7 11 10 -1 -5 -7 -4 12 16 22 26 24 21 -9 -17 27 -2 29 23 28 25 -16 -10 -8 -12 -6
right_child=1 3 6 8 5 9 19 17 14 -11 13 -13 -14 -15 15 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021370603536069537 -0.0041629070690039609 -0.0015315538448976403 0.00044194767479292991 -0.0013775615722760334 0.0045162466485938668 -0.0010730866698805024 0.0029450333739556721 -0.0013542270141006726 -0.0057623888264560679 -0.0027407075552335573 0.0015936724719350485 -0.0019359336100294808 -0.0021345676267736338 -0.001528001468751873 0.00025917943629465829 0.0015477251640800371 -0.0014870765913058137 0.0026237039463321999 -0.0020769666685281677 -0.0095503077208074216 0.00096792557350001756 0.00028222990029011085 -0.0036202634115019244 -0.0011107561857662544 -0.0071005222354870064 -0.002708179868430945 0.011485364302202608 0.00019241654776406538 -0.00025967724426250507 0.0014718876567142323
leaf_weight=103708 814 21983 15674 11540 2357 92789 2527 133588 910 13266 6199 6393 4074 53002 17581 29249 4629 1622 2032 240 672549 13172 1970 28457 392 2657 66 44914 29021 8726
leaf_count=103708 814 21983 15674 11540 2357 92789 2527 133588 910 13266 6199 6393 4074 53002 17581 29249 4629 1622 2032 240 672549 13172 1970 28457 392 2657 66 44914 29021 8726
internal_value=-1.85753e-06 0.000828095 -0.0011153 -0.00021322 -0.00139196 -0.000939983 -0.000531117 -0.00166703 0.000236606 -0.00128168 -0.000822329 -1.90672e-05 0.000352755 -0.000989345 0.000588819 0.000686302 0.000703585 -0.00130651 0.00131227 0.00028926 0.000961723 0.00112167 -0.000554445 -0.000459596 -0.000262841 -0.000130398 -0.00459604 0.000339038 6.6527e-05 0.00211933
internal_weight=1.3261e+06 759773 566328 86410 384324 145406 182004 238918 64427 106055 134323 39351 32958 118649 52887 51911 28884 135210 31281 47681 673363 24255 65647 63677 20630 20238 976 47441 35220 11083
internal_count=1326101 759773 566328 86410 384324 145406 182004 238918 64427 106055 134323 39351 32958 118649 52887 51911 28884 135210 31281 47681 673363 24255 65647 63677 20630 20238 976 47441 35220 11083
is_linear=0
shrinkage=0.05


Tree=58
num_leaves=31
num_cat=2
split_feature=90 97 62 136 67 82 113 132 135 29 4 136 4 35 108 19 80 52 113 79 72 39 68 34 125 39 83 42 120 38
split_gain=443.751 37.0443 34.031 27.5038 18.4346 16.6838 14.5385 12.928 12.3504 20.6406 16.3787 12.6317 13.3953 12.4128 11.1612 10.9709 10.7862 12.3974 10.7343 10.6483 9.71642 9.63306 10.0597 9.20546 9.16929 9.0439 8.56065 8.47493 9.04823 8.43261
threshold=-0.30518458783626551 -0.84276899695396412 0.28505241870880133 0 1.3550000190734866 271.17330932617193 -0.90255093574523915 1016.1499938964845 1015.6499938964845 1014.5499877929689 5.0499999523162851 1 5.9500000476837167 12.650000095367433 -0.81643056869506825 9.5450000762939471 228.63166809082034 0.064999999478459372 -0.94828754663467396 1.6150000095367434 0.49462243914604193 18.050000190734867 268.99177551269537 12.050000190734865 -0.33379416167736048 21.349999427795414 288.09173583984381 11.34999990463257 0.18222858756780627 15.550000190734865
decision_type=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 2 2 2 2
left_child=2 6 15 16 19 21 29 14 9 10 24 12 -11 -14 25 27 -4 20 -19 -5 -18 22 -6 -8 -7 -3 -9 28 -1 -2
right_child=1 7 3 4 5 8 23 26 -10 11 -12 -13 13 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010740917592802011 -0.0024046868336380679 -0.0047760106363322757 -0.0026757794926534238 -0.00086763746206062846 -0.0026826632662530292 0.0027320108563065296 -0.0013159594692033543 -0.022296390514820814 -0.0023540975074936949 -0.00069460114573443232 -0.00064010823331983764 -0.001167951468205853 0.0012671017789892861 0.0075620137527314295 0.00091277285612087131 -0.00071838424906955651 0.0060176758739379889 -0.0019727001132195496 -0.0012407445900499466 0.0011234723683486562 3.6853714982206715e-05 0.00061936282839680356 -0.0012811100277677259 0.00052180759400156527 0.00052434935600244499 0.0091066663359226883 -0.0043370710622404338 0.0043456851170282015 -0.002123567871434934 -0.00016137533483248401
leaf_weight=21056 11566 1295 19554 10749 23255 6022 8740 80 11386 9155 33383 121328 3762 989 692737 15022 838 78237 139225 17891 3581 4056 28485 30922 21480 129 389 1749 2472 6568
leaf_count=21056 11566 1295 19554 10749 23255 6022 8740 80 11386 9155 33383 121328 3762 989 692737 15022 838 78237 139225 17891 3581 4056 28485 30922 21480 129 389 1749 2472 6568
internal_value=-1.76465e-06 0.000796878 -0.00104926 -0.00115511 -0.000828493 -0.00095956 -0.000419383 0.000898076 -0.000753175 -0.000660231 0.000104237 -0.00100441 0.000423009 0.00257749 0.000903683 0.000351762 -0.00154995 -0.0014508 -0.00150408 0.00037618 0.00117103 -0.00172711 -0.00191105 0.000116833 0.00100775 -0.00351838 -0.00740049 0.000987745 0.000738125 -0.00159218
internal_weight=1.3261e+06 752426 573675 533376 291941 263301 57796 694630 207505 196119 60885 135234 13906 4751 694161 40299 241435 221881 217462 28640 4419 55796 51740 39662 27502 1424 469 25277 23528 18134
internal_count=1326101 752426 573675 533376 291941 263301 57796 694630 207505 196119 60885 135234 13906 4751 694161 40299 241435 221881 217462 28640 4419 55796 51740 39662 27502 1424 469 25277 23528 18134
cat_boundaries=0 1 2
cat_threshold=6337 16
is_linear=0
shrinkage=0.05


Tree=59
num_leaves=31
num_cat=4
split_feature=91 72 63 136 39 108 92 112 30 35 132 132 52 109 28 136 136 4 111 28 65 20 97 9 66 54 118 131 136 66
split_gain=402.207 37.5041 33.5088 23.1061 22.066 32.1404 20.0661 18.8718 14.522 11.3379 11.431 10.7174 10.6275 10.4994 9.75334 11.6045 9.47183 13.2652 9.33897 9.16363 9.31935 9.50472 9.31889 8.96357 8.95358 8.90962 8.75725 8.71845 8.70589 8.66573
threshold=-0.3802745640277862 0.49853193759918218 0.29361619055271154 0 16.849999427795414 0.15258587151765826 0.02606101613491774 -0.77159520983695973 1013.4500122070314 11.650000095367433 1015.3500061035157 1019.3500061035157 0.42499999701976782 0.40861266851425176 1020.1499938964845 1 2 8.4499998092651385 0.11140774190425874 1022.2500000000001 10.144999980926515 7.0950000286102304 -0.95361047983169545 6.5499999523162851 1.3550000190734866 6.2349998950958261 0.59480014443397533 1.5000000000000002 3 1.075000047683716
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=2 -2 12 4 5 -4 11 -3 -6 -9 25 19 -1 28 15 23 17 -8 -12 20 24 -22 -23 -5 -7 26 -11 -17 -14 -10
right_child=1 7 3 14 8 6 16 9 29 10 18 -13 13 -15 -16 27 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021568857606355184 0.00086800906799052553 -0.0010440112451779019 -0.0019324046866390958 -0.00057265368325510192 0.0023816904553726238 0.0017258856708412607 -0.0004719108324649394 -0.0011810292602213144 0.0020889478537019757 -0.00048195577012539721 -0.019218969302322798 -0.0058984800849961423 0.00047044006770540132 0.00047874597234322431 -0.0020320799648964319 -0.001610745835903656 -0.0011378014042276103 0.0037376335182963839 -0.0027082198874268217 -0.0021936164219096385 6.5952678299030016e-05 -0.0013499504427283118 0.0030488712086683125 -0.0014282219897451295 -0.00039736801432776428 0.0020623926826090055 0.0011477041308405628 -0.0037385030831491722 -0.0025033554659297328 -0.001205433227442711
leaf_weight=6492 676156 38696 58284 63669 8518 5999 9315 9491 2657 14539 92 712 3956 27658 58117 85664 93729 2342 1240 3522 7667 1406 8381 58965 28811 11352 19038 5101 6506 8026
leaf_count=6492 676156 38696 58284 63669 8518 5999 9315 9491 2657 14539 92 712 3956 27658 58117 85664 93729 2342 1240 3522 7667 1406 8381 58965 28811 11352 19038 5101 6506 8026
internal_value=-1.6769e-06 0.000737642 -0.00102729 -0.00114204 -0.000783797 -0.000925599 -0.000563114 -0.000195657 0.000841767 0.000393163 0.000716128 0.000197168 0.000286864 -3.16092e-05 -0.00145779 -0.00130145 -0.000970705 0.000373505 -0.0038486 0.000274967 0.000441322 0.00138422 0.00241694 -0.000983949 -3.1456e-05 0.000851457 0.000442054 -0.00173014 -0.00138082 -0.000386078
internal_weight=1.3261e+06 770604 555497 510885 239369 220168 161884 94448 19201 55752 46261 56498 44612 38120 271516 213399 105386 11657 1332 55786 52264 17454 9787 122634 34810 44929 33577 90765 10462 10683
internal_count=1326101 770604 555497 510885 239369 220168 161884 94448 19201 55752 46261 56498 44612 38120 271516 213399 105386 11657 1332 55786 52264 17454 9787 122634 34810 44929 33577 90765 10462 10683
cat_boundaries=0 1 2 3 4
cat_threshold=822 1089 16 1056
is_linear=0
shrinkage=0.05


Tree=60
num_leaves=31
num_cat=4
split_feature=75 115 88 64 32 136 64 108 93 9 16 38 136 31 82 112 13 76 128 74 32 136 136 20 7 85 31 38 25 4
split_gain=369.188 40.7904 28.9362 27.8219 17.4267 14.0386 13.2867 15.5523 16.6042 13.1612 13.0837 12.1715 12.7113 16.432 11.35 13.4228 10.745 10.5987 13.9891 11.6169 10.6505 10.4563 10.1897 9.50746 9.23045 9.1738 9.36798 8.60704 8.3556 10.4911
threshold=0.48364695906639105 -0.87878364324569691 -0.45923380553722376 1.1549999713897707 11.650000095367433 0 6.5150001049041757 -0.12995876371860501 -0.14928258210420606 1.0000000180025095e-35 14.039999961853029 14.050000190734865 1 1016.6499938964845 269.59590148925787 -0.043617725372314446 1.2549999952316286 3.2250000238418584 119.50000000000001 0.35009844601154333 13.34999990463257 2 3 6.1150000095367441 4.3500001430511483 0.88995155692100536 1011.7500000000001 19.849999427795414 306.50000000000006 4.8500001430511483
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2
left_child=3 10 6 17 -4 9 21 -8 -9 -6 11 -2 24 25 27 22 -7 18 19 -1 -19 -3 -16 -18 -13 26 -14 -5 29 -11
right_child=1 2 4 14 5 16 7 8 -10 28 -12 12 13 -15 15 -17 23 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00083211868210354863 -0.0015193649252046313 -0.0020387173227768658 -0.0012797860819143681 -0.0015797750326941912 0.0072886820330903606 -0.0019732690470567237 -0.0021905293914473746 0.00058316241245432397 -0.00071991198269330883 0.0012259412502337484 -0.0020663494545271762 0.0018711344601604737 0.0014946650496608965 -0.0020987622828261064 0.0011513857138500719 0.0032797843716988687 -0.0010824841412841188 0.00053634708153999162 -0.020238380662248104 -0.00073859010253335248 0.0028661956716257483 -0.00088977402900761561 -0.00050532105462190887 0.00086671435023887131 -0.00074535448281139063 -0.0017627338211458816 -0.00051216690558314839 0.0022340798691216873 0.0019785932725801744 -0.001076924125645986
leaf_weight=637933 125037 34535 16351 17492 867 6809 13891 31166 113391 14469 58989 7357 8065 22313 12883 3258 9243 8067 79 11993 12515 46550 33123 19358 6221 9232 20846 1616 14703 7514
leaf_count=637933 125037 34535 16351 17492 867 6809 13891 31166 113391 14469 58989 7357 8065 22313 12883 3258 9243 8067 79 11993 12515 46550 33123 19358 6221 9232 20846 1616 14703 7514
internal_value=-5.57945e-06 -0.000941782 -0.000572526 0.000737985 0.000195573 0.0005262 -0.000858924 -0.000592531 -0.000438974 0.0011995 -0.00141233 -0.00121853 -0.000710435 -0.00102083 -0.000222834 0.000178377 -0.000188129 0.000835949 0.000800577 0.000803135 0.00195302 -0.00137948 -4.12552e-05 0.000236791 0.000671849 -0.000390523 4.76581e-05 -0.00125723 0.00105592 0.0004388
internal_weight=1.32587e+06 586907 328847 738959 89314 72963 239533 158448 144557 37553 258060 199071 74034 60456 68372 49264 35410 670587 650005 649926 20582 81085 46006 28601 13578 38143 28911 19108 36686 21983
internal_count=1325866 586907 328847 738959 89314 72963 239533 158448 144557 37553 258060 199071 74034 60456 68372 49264 35410 670587 650005 649926 20582 81085 46006 28601 13578 38143 28911 19108 36686 21983
cat_boundaries=0 1 2 3 4
cat_threshold=630 788 7808 2610
is_linear=0
shrinkage=0.05


Tree=61
num_leaves=31
num_cat=5
split_feature=75 115 88 58 31 136 121 132 136 111 29 12 52 38 136 136 31 79 31 31 39 86 66 52 112 52 97 28 3 136
split_gain=333.194 36.8129 26.3065 25.7204 17.1532 22.2713 16.6296 15.3528 14.1244 13.4814 13.0649 12.6321 12.4316 11.8401 11.543 10.8931 16.7791 9.06581 8.88763 8.65689 9.50105 8.61785 8.24118 8.20996 8.14301 7.96568 7.92022 7.69493 7.66527 7.61147
threshold=0.48364695906639105 -0.87878364324569691 -0.53930935263633717 255.66043853759768 1014.3500061035157 0 0.095842104405164733 1016.3500061035157 1 -0.58745431900024403 1005.3500061035157 2.8950001001358037 1.3650000095367434 14.050000190734865 2 3 1014.6499938964845 0.69499999284744274 1015.1499938964845 1012.2500000000001 11.050000190734865 0.90118801593780529 6.5750000476837167 4.4949998855590829 -0.07845610752701758 0.9650000035762788 -0.74896493554115284 1010.4500122070314 342.50000000000006 4
decision_type=2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1
left_child=3 13 10 9 5 -4 8 11 26 -1 -3 22 17 -2 19 27 21 -5 29 20 -12 -17 24 -22 -7 -21 -6 -15 -19 -16
right_child=1 2 4 12 6 7 -8 -9 -10 -11 14 -13 -14 15 18 16 -18 28 -20 25 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026780135369189272 -0.0015969645505177087 -0.0021413167515921608 -0.0022428881953216952 -0.0022195516698500502 4.6258600888418907e-06 0.0005761387855251804 -0.0027995107726047409 -0.0040142583232204007 -0.00098111992726337234 0.00077931255406134389 -0.0027712546194373598 -0.0025334385063629952 -0.0012686468668900157 -0.001817895612329382 -4.2253804550653499e-05 0.00010942352370089085 -0.0017789369959618181 0.0011302104908884345 -0.0013025346925704233 0.0021476720901114931 0.003961798415459284 -0.0020899804164620102 0.0023843059087206601 0.00052905360332222966 0.0031948455132662732 -0.00054210861460169551 0.0019592454249884907 0.00075407332315207158 0.0067640679311385303 -0.0011750309085619684
leaf_weight=2831 164576 17956 5422 1933 13416 21584 6889 1395 24950 702559 1195 2032 23776 3665 35672 25963 44398 7201 85824 2916 3127 5376 16179 3932 3442 49094 8445 14082 659 25377
leaf_count=2831 164576 17956 5422 1933 13416 21584 6889 1395 24950 702559 1195 2032 23776 3665 35672 25963 44398 7201 85824 2916 3127 5376 16179 3932 3442 49094 8445 14082 659 25377
internal_value=-5.30137e-06 -0.000894695 -0.000543904 0.000701086 0.000114789 0.000780687 -0.000505897 0.00114824 -0.000168355 0.000765437 -0.000847521 0.00131507 -0.000651124 -0.00134171 -0.000735366 -0.000892342 -0.00115352 0.000848134 -0.000974428 -0.000152546 0.00135172 -0.00026787 0.00150486 0.00204969 0.000936308 -0.000391303 0.000759357 0.000222801 0.00160257 -0.000513329
internal_weight=1.32587e+06 586907 328847 738959 103754 50054 53700 44632 46811 705390 225093 43237 33569 258060 207137 93484 75737 9793 146873 60264 8254 31339 41205 7059 25026 52010 21861 17747 7860 61049
internal_count=1325866 586907 328847 738959 103754 50054 53700 44632 46811 705390 225093 43237 33569 258060 207137 93484 75737 9793 146873 60264 8254 31339 41205 7059 25026 52010 21861 17747 7860 61049
cat_boundaries=0 1 2 3 4 5
cat_threshold=6288 594 274 788 613
is_linear=0
shrinkage=0.05


Tree=62
num_leaves=31
num_cat=4
split_feature=75 115 32 52 88 100 56 110 38 54 16 136 9 136 3 75 6 13 116 60 20 13 136 70 68 83 136 135 43 30
split_gain=300.709 33.2231 24.1661 23.656 22.5785 13.3442 12.9943 11.825 23.5293 12.6004 11.6976 11.2206 10.9881 10.7671 10.789 10.522 12.0338 9.56951 8.22854 14.2596 8.15833 8.10061 8.19116 8.06916 7.91021 7.62947 8.09938 8.50772 7.6272 7.11185
threshold=0.48364695906639105 -0.87878364324569691 11.84999990463257 8.1649999618530291 -0.42944434285163874 0.69332507252693187 215.62029266357425 0.0081325918436050432 16.250000000000004 0.21499999612569812 14.039999961853029 0 1.0000000180025095e-35 1 173.50000000000003 0.73143482208251964 7.5499999523162851 1.2549999952316286 -0.8703225553035735 0.47688101232051855 7.3550000190734872 0.76499998569488536 2 163.06018829345706 285.04626464843756 203.71943664550784 3 1011.7500000000001 10.84999990463257 1013.1499938964845
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2
left_child=3 10 13 7 5 25 -5 8 23 -10 15 12 -6 14 -3 16 29 -13 -12 -20 -19 -11 -23 -1 -17 -4 27 -27 -7 -2
right_child=1 2 4 6 11 28 -8 -9 9 21 18 17 -14 -15 -16 24 -18 20 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.011364325737827603 0.00076941935930231059 -0.0025567213768933473 -0.0027380245036139942 0.001152104579332015 0.0068341861285005235 0.00024633349149763046 -0.0019003120505501259 0.00074802818818808358 0.0046973730506728985 -0.0016088314492527984 0.00057106454813801017 -0.0018719162604617845 0.0010307094636965697 -0.00050490152499556675 -0.0011299231349595855 -0.0017520362423919496 -0.0018002017975100643 -0.0002565409407387698 -0.0040384267240692094 -0.0017156557394757369 0.0016976761613266289 0.0015661659902850738 -0.005304195671016477 -0.0020953600409976095 -0.00096360863915612215 0.00019868085958114372 -0.0009610307299075505 -0.0021733623192134429 0.0051072297846832156 -0.00056867640757117283
leaf_weight=241 12958 19105 4772 4698 836 30406 13522 697440 1894 3775 3204 6311 33456 38714 43229 64699 16332 18895 7659 48126 7445 7806 450 9133 62588 32482 88089 4278 829 42494
leaf_count=241 12958 19105 4772 4698 836 30406 13522 697440 1894 3775 3204 6311 33456 38714 43229 64699 16332 18895 7659 48126 7445 7806 450 9133 62588 32482 88089 4278 829 42494
internal_value=-5.03797e-06 -0.000849964 -0.000516715 0.000666032 -0.000231243 -0.000552369 -0.00111325 0.000711012 -0.000397056 0.000906622 -0.00127462 0.000540385 0.00117185 -0.00116027 -0.00156698 -0.00109138 -0.000607323 -0.000123138 -0.00189304 -0.00203456 0.000295818 0.000309857 0.00118716 -0.00233366 -0.00136436 -0.000775922 -0.000700926 -7.73482e-05 0.000375345 -0.000255991
internal_weight=1.32587e+06 586907 328847 738959 227799 160856 18220 720739 23299 13925 258060 66943 34292 101048 62334 199071 71784 32651 58989 55785 26340 12031 8256 9374 127287 129621 124849 36760 31235 55452
internal_count=1325866 586907 328847 738959 227799 160856 18220 720739 23299 13925 258060 66943 34292 101048 62334 199071 71784 32651 58989 55785 26340 12031 8256 9374 127287 129621 124849 36760 31235 55452
cat_boundaries=0 1 2 3 4
cat_threshold=630 7041 2080 402
is_linear=0
shrinkage=0.05


Tree=63
num_leaves=31
num_cat=4
split_feature=75 31 28 136 12 136 64 102 122 31 52 125 37 42 23 35 37 54 112 16 83 136 76 128 69 32 136 40 79 1
split_gain=271.389 29.9934 39.3274 35.9999 23.1939 21.9716 21.7205 16.3761 12.6867 12.3736 11.7768 13.234 11.7941 11.0901 10.8911 10.2216 9.9581 10.9685 9.79937 13.5144 12.1294 10.6676 9.63318 12.0502 9.86826 9.42099 9.40308 9.31715 9.22969 9.18777
threshold=0.48364695906639105 1015.1499938964845 1007.3500061035157 0 2.8549998998641972 1 1.1549999713897707 0.55783864855766307 0.13052122294902804 1012.3500061035157 0.9650000035762788 0.98624804615974437 14.050000190734865 9.3499999046325701 6.1050000190734872 14.650000095367433 14.84999990463257 2.4050000905990605 -0.39873388409614557 13.344999790191652 245.41847991943362 2 3.2250000238418584 119.50000000000001 218.85337066650393 13.34999990463257 3 9.3499999046325701 1.0850000381469729 1.0000000180025095e-35
decision_type=2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2
left_child=6 2 16 -4 7 10 22 9 13 15 11 -3 -12 26 -9 -5 17 -2 19 21 -20 -8 23 24 -1 -24 -7 -16 -26 -28
right_child=1 5 3 4 -6 8 18 14 -10 -11 12 -13 -14 -15 27 -17 -18 -19 20 -21 -22 -23 25 -25 28 -27 29 -29 -30 -31
leaf_value=0.00071355208878071911 -0.0039223235655893715 0.00026397804730453605 -0.00097613782139052956 0.00035768856254694088 -0.0011110396758012054 -0.00052927961824172508 0.0014535836037298869 -7.6003892520215975e-05 -0.0021151757930691862 -0.00018054950456984826 -0.0010125762196223154 0.0051152043781029785 0.00024544747514191359 -0.0031635432451536426 0.0018698750007221422 0.0024113783813822808 -0.00033798947610650369 -0.0016918496192062746 -0.0023081159890797681 -0.0016763995259151062 0.001839976332172733 -0.00045347319864703781 0.00045186869040652456 -0.018841049498347921 -0.0030485588176112841 0.0026431121563296905 -0.00015660210058908712 0.0069621077441076517 0.00013279313091667399 -0.0015194917009291584
leaf_weight=638883 6801 7559 76172 15303 21647 47676 9702 7793 49016 51127 74056 1727 24893 6938 26328 10030 10109 29076 2152 16861 9732 29925 8067 79 3217 12515 14004 930 7826 105722
leaf_count=638883 6801 7559 76172 15303 21647 47676 9702 7793 49016 51127 74056 1727 24893 6938 26328 10030 10109 29076 2152 16861 9732 29925 8067 79 3217 12515 14004 930 7826 105722
internal_value=-4.78803e-06 -0.000807467 -0.000400124 -0.00010927 0.00038666 -0.00112111 0.000632728 0.000677435 -0.00140443 0.000267184 -0.000536265 0.0011662 -0.00069609 -0.00120468 0.00157235 0.0011708 -0.0017241 -0.00211467 -0.000216225 -0.000490782 0.00108882 1.36898e-05 0.000719286 0.000685564 0.000687937 0.00178427 -0.0011235 0.00204361 -0.000793985 -0.00135996
internal_weight=1.32587e+06 586907 255316 209330 133158 331591 738959 111511 223356 76460 108235 9286 98949 174340 35051 25333 45986 35877 68372 56488 11884 39627 670587 650005 649926 20582 167402 27258 11043 119726
internal_count=1325866 586907 255316 209330 133158 331591 738959 111511 223356 76460 108235 9286 98949 174340 35051 25333 45986 35877 68372 56488 11884 39627 670587 650005 649926 20582 167402 27258 11043 119726
cat_boundaries=0 1 2 3 4
cat_threshold=7312 784 2578 162
is_linear=0
shrinkage=0.05


Tree=64
num_leaves=31
num_cat=4
split_feature=89 16 24 73 60 110 36 136 111 37 132 24 5 24 134 28 136 127 91 136 28 30 136 77 30 76 30 3 37 22
split_gain=245.127 23.2219 36.2908 25.5713 23.6279 22.8055 34.5734 19.5968 16.0397 14.3622 13.4479 12.2325 11.9884 10.756 10.5955 11.8799 12.6967 9.88777 9.58992 9.31748 9.2736 9.09333 11.9139 8.8847 8.87625 8.85404 8.65242 8.6242 8.8356 8.58737
threshold=-0.35857760906219477 13.344999790191652 210.50000000000003 0.46997448801994329 0.43144261837005621 0.31706164777278906 15.949999809265138 0 -0.072438821196556077 14.449999809265138 1013.5499877929689 164.50000000000003 12.050000190734865 247.50000000000003 1016.1499938964845 1014.7500000000001 1 -0.26722820103168482 -0.84348049759864796 2 1019.7500000000001 1019.3500061035157 3 3.9450000524520878 1020.7500000000001 14.22499990463257 997.54998779296886 2.5000000000000004 13.550000190734865 5.7049999237060556
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 1 2 2 1 2 2 2 2 2 2 2
left_child=1 3 24 19 13 6 10 26 25 14 12 -8 21 -4 15 -10 -17 -11 -7 -1 -18 22 -2 -13 -3 -9 -5 28 -28 -29
right_child=5 2 4 7 -6 18 11 8 9 17 -12 23 -14 -15 -16 16 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0027989171444574665 -3.1541901864604341e-05 0.00092837698441125798 -0.0014689891992176896 -0.0033639992587726091 -0.0012783757831022165 -0.00049995375963746093 0.0052038716870412604 -0.00078005890958371762 0.00031925511002170106 0.0024055515392384375 -0.011491658118694495 -0.00034092479760825759 -0.0081474006558578654 -0.0038439054875001226 -0.0027304081355396196 0.00071757251507084631 -0.00052582998759542331 0.00026082602808454985 0.00066688412599872357 0.00041597161025369003 -0.0017280826479493955 -0.0045015298833379182 -0.0029954164233482851 0.0021146277720760576 -0.0041568462535092115 -0.002552130820341501 0.0030225950647023024 -0.0019929854660853514 -0.00054923425571380441 -0.00097736858894648527
leaf_weight=4822 8322 19799 7126 4260 139577 18056 1506 18671 39636 6155 383 10817 763 14405 5028 12533 39221 42350 711231 27241 27138 2522 5717 5586 897 11324 2419 25875 6091 106395
leaf_count=4822 8322 19799 7126 4260 139577 18056 1506 18671 39636 6155 383 10817 763 14405 5028 12533 39221 42350 711231 27241 27138 2522 5717 5586 897 11324 2419 25875 6091 106395
internal_value=-4.54882e-06 -0.000798423 -0.001263 -0.000575661 -0.0015162 0.000577661 -0.000657756 -0.00070046 -0.000382088 -0.000196106 -0.00222444 0.000891259 -0.00201956 -0.00305789 -0.000482326 -0.000386962 -0.000741771 0.000532979 0.000637995 0.000775349 -0.00101735 -0.00173724 -0.00124066 0.000495307 0.000707975 -0.00144907 -0.00114388 -0.00107678 0.000466072 -0.00117605
internal_weight=1.32587e+06 560963 181804 379159 161108 764903 35616 347096 202056 172061 17707 17909 17324 21531 123556 118528 78892 48505 729287 32063 66359 16561 14039 16403 20696 29995 145040 140780 8510 132270
internal_count=1325866 560963 181804 379159 161108 764903 35616 347096 202056 172061 17707 17909 17324 21531 123556 118528 78892 48505 729287 32063 66359 16561 14039 16403 20696 29995 145040 140780 8510 132270
cat_boundaries=0 1 2 3 4
cat_threshold=7360 48 2064 2629
is_linear=0
shrinkage=0.05


Tree=65
num_leaves=31
num_cat=4
split_feature=90 28 28 136 82 52 136 30 39 57 52 62 52 36 120 108 12 96 116 69 36 54 88 74 136 39 136 60 52 74
split_gain=221.062 25.5959 25.5743 24.6748 25.207 22.7186 21.6435 20.2615 19.6472 14.4061 12.6776 11.1196 11.5054 10.3505 10.2907 9.48445 9.30649 8.87134 8.84857 8.4159 9.85863 8.39762 10.4443 10.3399 9.22165 8.34666 8.07363 12.0163 8.21722 8.07055
threshold=-0.10738367959856986 1019.8500061035157 1007.0499877929689 0 271.17330932617193 14.135000228881838 1 1012.4500122070314 16.849999427795414 250.36621856689456 1.1250000000000002 0.29566760361194616 0.42499999701976782 16.349999427795414 -0.71322327852249134 -0.88177630305290211 2.1149998903274541 -0.82819256186485279 0.9170251488685609 221.39644622802737 16.750000000000004 2.8850001096725468 0.12082643061876298 0.49835011363029486 2 12.84999990463257 3 0.47448168694972997 1.4049999713897707 0.82717546820640575
decision_type=2 2 2 1 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
left_child=1 2 19 11 8 7 10 13 -5 15 -3 12 -4 29 -10 -2 26 -9 -11 -1 -21 23 -23 -17 -25 -7 28 -28 -8 -6
right_child=9 6 3 4 5 25 16 17 14 18 -12 -13 -14 -15 -16 21 -18 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0048430374470401511 -0.0036536882008214445 0.0059650643406267394 0.0024896938026779157 -0.0015058709254863085 0.00057966263403295601 -0.0016629349484728146 0.0006429985646920816 -0.00015472964226003076 -0.00073962993328632323 -0.0010474565925623568 0.0002374505007756593 -0.00096775829870021429 -0.00036298593284513639 0.0040019022159801442 0.0018803921937444437 0.00064397640555108879 -0.0010544151661995823 0.00071379538827706917 0.0031892664857531908 -0.0016506478576735245 0.0026430736095713662 0.0011226095231215317 0.004033912245474564 0.00042675784420001235 -0.0018571043562525772 -0.00017913902679356935 -0.0034343740007721293 -0.0016965812334972128 -0.0017075362436414566 0.0025263971091464663
leaf_weight=1985 1286 1067 4517 44220 14248 17967 5112 69425 7393 17814 10218 170937 16251 4225 7601 650166 57710 50999 1324 41835 1381 20263 3633 10100 7847 20059 15368 28203 13637 8500
leaf_count=1985 1286 1067 4517 44220 14248 17967 5112 69425 7393 17814 10218 170937 16251 4225 7601 650166 57710 50999 1324 41835 1381 20263 3633 10100 7847 20059 15368 28203 13637 8500
internal_value=-2.63194e-08 -0.000696274 -0.000527535 -0.000410258 -7.73929e-05 0.000209418 -0.00131505 0.000490527 -0.000975527 0.000598908 0.000778308 -0.000834982 0.000257466 0.00172919 0.000588554 0.000636264 -0.00151181 0.000213087 -0.000754353 -0.00165966 -0.00151344 0.000644237 0.00156523 0.000611296 -0.000572616 -0.000880221 -0.0019356 -0.00230899 -0.00106608 0.00130708
internal_weight=1.32529e+06 612858 481543 436342 244637 185423 131315 147397 59214 712433 11285 191705 20768 26973 14994 693295 120030 120424 19138 45201 43216 692009 23896 668113 17947 38026 62320 43571 18749 22748
internal_count=1325291 612858 481543 436342 244637 185423 131315 147397 59214 712433 11285 191705 20768 26973 14994 693295 120030 120424 19138 45201 43216 692009 23896 668113 17947 38026 62320 43571 18749 22748
cat_boundaries=0 1 2 3 4
cat_threshold=7297 16 630 1184
is_linear=0
shrinkage=0.05


Tree=66
num_leaves=31
num_cat=3
split_feature=90 31 28 136 82 52 31 136 39 109 38 62 22 67 64 77 60 68 12 136 79 36 121 113 8 52 80 18 62 57
split_gain=199.508 24.29 23.1988 24.5679 21.0801 20.5164 18.9823 18.5243 16.1617 13.1692 32.0192 10.7792 10.6616 10.6532 10.1471 9.76044 9.67697 9.39715 8.95813 9.33757 8.7872 8.58463 7.98314 7.5339 7.50765 7.60903 7.14327 7.10421 7.10112 8.72362
threshold=-0.10738367959856986 1019.9500122070314 1007.0499877929689 0 269.59590148925787 14.135000228881838 1012.2500000000001 1 17.150000572204593 0.27431282401084905 15.550000190734865 0.24953284114599231 7.5050001144409189 1.5549999475479128 6.4149999618530282 0.53499999642372142 0.47448168694972997 218.00504302978518 0.6850000023841859 2 5.3150000572204599 16.750000000000004 -0.90255093574523915 -0.39873388409614557 8.1500000953674334 0.99500000476837169 289.74612426757818 11.120000362396242 0.40916997194290167 252.61900329589847
decision_type=2 2 2 1 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
left_child=1 2 17 4 8 6 12 24 -4 10 15 -5 -6 20 -15 -2 -9 -1 -12 -20 -8 -19 -10 -13 -3 26 -26 -16 29 -11
right_child=9 7 3 11 5 -7 13 16 22 28 18 23 -14 14 27 -17 -18 21 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0050961894770686156 -0.014174494643698117 -0.00095312815757833788 -0.001362848533253938 0.00093736570804855708 0.0012779683692596142 -0.00082089364835866933 0.00036007024587495634 -0.0027295016319993505 -0.00099562930126542411 0.00060621133920256941 -0.0027059641197182461 -0.00093615459402485255 0.0039539395865499415 -0.000500151422504555 7.1004337366983579e-05 -0.0026898962468478475 -0.0014383621613042021 -0.0015592954955882385 0.0020472360040839177 -0.0026147588205029382 0.0023233085172784055 0.0024180472990615529 0.0015957525392604891 0.00035515127771870052 -0.00077939822034369646 -7.8796347651688154e-05 0.0051699950250025974 0.0013579093147676731 0.0016313793370250048 -0.00071847241397232501
leaf_weight=1822 189 34501 42133 8723 18142 36658 13172 19389 4650 662298 1424 187375 4683 47493 29422 8747 57697 41964 9409 1205 10047 1402 8236 12020 779 14243 1432 16875 16495 12666
leaf_count=1822 189 34501 42133 8723 18142 36658 13172 19389 4650 662298 1424 187375 4683 47493 29422 8747 57697 41964 9409 1205 10047 1402 8236 12020 779 14243 1432 16875 16495 12666
internal_value=-2.55563e-08 -0.00066146 -0.000499693 -0.000388806 -3.43979e-05 0.000231989 0.000508006 -0.00127398 -0.000888928 0.000568962 -0.000665339 -0.00078301 0.001827 0.000250709 1.33289e-05 -0.0029328 -0.00176289 -0.0015785 0.00101783 0.00151743 0.00120958 -0.00143071 0.000660635 -0.000858312 -0.000533894 0.000344839 0.00307385 0.000540074 0.000606402 0.000581353
internal_weight=1.32529e+06 612858 484817 439629 231511 176492 139834 128041 55019 712433 20974 208118 22825 117009 93790 8936 77086 45188 12038 10614 23219 43366 12886 199395 50955 16454 2211 46297 691459 674964
internal_count=1325291 612858 484817 439629 231511 176492 139834 128041 55019 712433 20974 208118 22825 117009 93790 8936 77086 45188 12038 10614 23219 43366 12886 199395 50955 16454 2211 46297 691459 674964
cat_boundaries=0 1 2 3
cat_threshold=882 1424 6192
is_linear=0
shrinkage=0.05


Tree=67
num_leaves=31
num_cat=3
split_feature=99 31 4 132 136 58 136 67 102 93 120 127 110 36 92 136 125 79 72 53 22 111 53 120 1 118 60 121 54 134
split_gain=180.17 23.8454 25.8829 21.7091 22.7318 18.9682 18.9321 15.1777 17.8222 15.2293 15.0556 11.1106 11.0974 11.6525 11.074 10.577 12.1351 9.69687 9.6942 16.0611 10.788 9.56648 8.33786 8.10559 7.61294 8.01195 7.55479 7.34963 7.06875 6.9136
threshold=-0.70135384798049916 1016.2500000000001 8.2500000000000018 1016.2500000000001 0 264.67887878417974 1 1.2749999761581423 0.38862495124340063 0.25143985450267797 0.19936034083366397 0.58068084716796886 -0.82075452804565419 21.250000000000004 0.99540564417839061 2 0.96359375119209301 1.8750000000000002 0.62003371119499218 0.22500000149011615 5.9249999523162851 0.084272492676973357 1.3849999904632571 -0.18222858756780622 2.5000000000000004 0.52247866988182079 0.43144261837005621 -0.46173103153705591 1.6150000095367434 1015.3500061035157
decision_type=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 2 2 2 2
left_child=1 2 3 4 18 12 10 17 -9 -10 15 -4 13 -2 -5 16 -3 -6 19 21 -20 -1 -18 -19 25 -8 -26 -17 -7 -14
right_child=5 6 11 14 7 28 24 8 9 -11 -12 -13 29 -15 -16 27 22 23 20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0035650012533220243 -0.0034116182675448707 -0.00027141119009211023 -0.0019237228111394296 -0.0022231220807535038 -0.0011039943755002848 0.00079069203479349693 -0.0011453304774372691 -0.00036010096935537106 0.0013373851996683773 -0.00035098202153570579 -0.0015746498257365957 -0.00063043968035785816 0.00058967832019841124 0.0088744819569490999 0.018310995442284782 -0.00012699263824275076 0.0067604951818769207 0.0016287112928444925 -0.0024461623920008051 -0.00058632958979264432 -0.00069961653409591487 -0.0013091309756193118 0.001822923870340192 0.0044726665411868125 -0.0022343949081843908 0.0024236544957938061 -0.0013239891320843209 -0.00095031004566887688 -0.00075544972491732056 -0.0038002834992825769
leaf_weight=4404 2674 6197 30975 12706 2181 9147 4384 66915 43109 19352 33749 35802 703881 208 66 56138 1184 7900 11297 18325 40675 1305 3077 3669 31900 2452 79769 52415 38537 898
leaf_count=4404 2674 6197 30975 12706 2181 9147 4384 66915 43109 19352 33749 35802 703881 208 66 56138 1184 7900 11297 18325 40675 1305 3077 3669 31900 2452 79769 52415 38537 898
internal_value=-2.44825e-08 -0.000671162 -0.000362951 -0.000113185 3.60678e-06 0.000506383 -0.00101052 0.000374708 0.000206877 0.000814286 -0.000642475 -0.00123034 0.000571423 -0.0025249 -0.00211701 -0.000378183 0.00113982 0.00195413 -0.000695167 0.000135115 -0.00107926 0.00245084 0.00319492 0.00253065 -0.00148478 0.000134826 -0.00158406 -0.000524485 -0.000458861 0.000584085
internal_weight=1.32529e+06 569946 298681 231904 219132 755345 271265 143126 129376 62461 152760 66777 707661 2882 12772 119011 10458 13750 76006 24034 51972 5709 4261 11569 118505 6836 111669 108553 47684 704779
internal_count=1325291 569946 298681 231904 219132 755345 271265 143126 129376 62461 152760 66777 707661 2882 12772 119011 10458 13750 76006 24034 51972 5709 4261 11569 118505 6836 111669 108553 47684 704779
cat_boundaries=0 1 2 3
cat_threshold=7312 1938 16
is_linear=0
shrinkage=0.05


Tree=68
num_leaves=31
num_cat=0
split_feature=75 99 33 66 31 4 132 78 36 64 23 57 3 43 68 31 52 64 127 79 4 12 83 9 28 19 24 16 72 116
split_gain=162.975 27.6344 16.7793 13.5553 10.9995 14.9369 12.8716 10.9925 10.4973 9.83125 9.79732 9.97879 9.34587 9.34137 9.09602 8.59454 8.45307 8.42346 8.36742 8.80136 7.96213 7.99104 7.5081 7.86068 7.42566 6.92743 6.63523 11.824 8.34771 6.41495
threshold=0.45690655708312994 -0.87471944093704213 12.449999809265138 1.5549999475479128 1015.5499877929689 5.8500001430511483 1017.5499877929689 6.2750000953674325 14.050000190734865 0.87500000000000011 7.7850000858306894 186.92773437500003 171.50000000000003 10.449999809265138 279.17945861816412 1017.4500122070314 20.07499980926514 27.435000419616703 0.63605400919914257 14.525000095367433 9.8499999046325701 0.84499999880790722 250.09165954589847 2.1499999761581425 1012.8500061035157 11.775000095367433 187.50000000000003 13.344999790191652 0.76840001344680797 0.9170251488685609
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 8 12 7 5 6 10 9 14 -1 11 -4 -3 22 -2 20 17 -12 -7 -20 21 -10 -9 24 -24 -8 -23 28 -28 -6
right_child=1 2 4 -5 29 18 25 13 15 -11 16 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00055750093727534181 -0.0015513141946093038 -0.0014119587269988451 0.002301742357447443 -0.00034959905256828764 -0.0004779312626425889 -0.0012593149569808902 -0.0073898126537980113 -0.0020824315670956964 -0.0016971628195179605 -0.0007713669182828135 0.0023311807515817794 0.00031664566303893588 -0.00039904363328078889 0.0051378480135853503 -0.0008697999762385172 -0.0011879020111726958 -0.00026920786203825207 0.006396957059738629 -0.0011407719367443579 0.0010363532069595906 -0.0020945997816773239 0.0021121219355441537 -0.0026064546221621441 0.0013154009589189778 0.0064545603872427056 -0.0007484172874599104 0.00073938859773651263 -0.0010933624043570186 -0.00057558852268560837 0.0026764039466815417
leaf_weight=647546 78231 31911 7932 43454 60420 14394 649 1404 7827 14224 9812 31360 79522 1879 130853 37810 2671 1464 6976 13876 5751 3481 270 12204 1391 994 34754 22085 18490 1656
leaf_count=647546 78231 31911 7932 43454 60420 14394 649 1404 7827 14224 9812 31360 79522 1879 130853 37810 2671 1464 6976 13876 5751 3481 270 12204 1391 994 34754 22085 18490 1656
internal_value=-2.32521e-08 -0.000606935 -0.000222925 0.000506529 0.000118384 0.000471141 0.000986975 0.000561325 -0.000905328 0.000528938 0.00112149 0.000717383 -0.000689112 0.00181117 -0.0011248 -0.000552887 0.00225996 0.00285905 -0.000332071 0.000308 -0.000293006 -0.000173416 0.00140179 0.00175461 0.00498167 -0.00337183 -2.20852e-05 -0.000120708 0.000282738 -0.000393783
internal_weight=1.32529e+06 602919 263637 722372 152204 90128 54882 678918 339282 661770 53239 39292 111433 17148 209084 130198 13947 11276 35246 20852 92388 86637 15269 13865 1661 1643 78810 75329 53244 62076
internal_count=1325291 602919 263637 722372 152204 90128 54882 678918 339282 661770 53239 39292 111433 17148 209084 130198 13947 11276 35246 20852 92388 86637 15269 13865 1661 1643 78810 75329 53244 62076
is_linear=0
shrinkage=0.05


Tree=69
num_leaves=31
num_cat=5
split_feature=90 31 28 136 12 31 109 136 4 109 38 112 16 85 54 72 77 60 68 22 12 136 4 36 54 88 67 136 136 52
split_gain=147.953 19.4948 18.8134 20.8391 17.9367 25.188 16.6391 15.9107 11.1753 10.6784 27.2266 10.4719 17.0521 9.36792 10.0654 8.87429 8.82432 8.52511 8.45967 8.11178 7.94707 8.26928 7.74719 7.33559 7.29685 8.97351 8.85871 10.0399 7.03816 10.425
threshold=-0.10738367959856986 1019.9500122070314 1007.0499877929689 0 2.7749999761581425 1012.6499938964845 0.14587043970823291 1 7.4500000476837167 0.27431282401084905 15.550000190734865 -0.73724925518035878 14.039999961853029 0.8843553662300111 0.33500000834465032 0.41917619109153753 0.53499999642372142 0.47448168694972997 218.00504302978518 8.3649997711181658 0.6850000023841859 2 8.3499999046325701 16.750000000000004 2.6049998998641972 0.12082643061876298 1.1150000095367434 3 4 1.1250000000000002
decision_type=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 2 2 1 1 2
left_child=1 2 18 13 5 22 8 28 -7 10 16 12 19 14 15 -4 -2 -9 -1 -8 -12 -22 -5 -20 26 -26 -11 -28 29 -3
right_child=9 7 3 4 -6 6 11 17 -10 24 20 -13 -14 -15 -16 -17 -18 -19 23 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0047338152313412757 -0.013401403039861133 0.0053668240861265036 0.0043004571033809702 0.0015699743557675266 -0.00092293192741718416 -0.00062009454216512623 -7.2727825621656718e-05 -0.0024787119300829414 -0.0030124828231760693 0.00053117068111512619 -0.0025767562214180167 0.00078060367901790857 -0.0019953802800733683 -0.0013931734894176715 -0.00063818767001795227 0.00032215931275549037 -0.002481425543031325 -0.0012668491616018307 -0.0013748401807955923 0.0016468666032334743 0.001899777665256228 -0.0024872746962623735 -0.0005896026246842987 0.0023017884222305673 0.00099292144869415249 0.0037951258786432639 -0.0017126825400540658 0.00029440794683110972 -0.00074096295883465128 0.00018122726864853523
leaf_weight=1822 189 1074 1724 34832 44996 38550 50819 19389 5589 639849 1424 48314 10883 40197 143582 7500 8747 57697 41964 7928 9409 1205 4715 1402 20333 3324 9360 18593 39947 9934
leaf_count=1822 189 1074 1724 34832 44996 38550 50819 19389 5589 639849 1424 48314 10883 40197 143582 7500 8747 57697 41964 7928 9409 1205 4715 1402 20333 3324 9360 18593 39947 9934
internal_value=-2.21102e-08 -0.00056962 -0.000424698 -0.00032484 -2.02952e-05 0.000181137 -9.4906e-05 -0.00111836 -0.000923025 0.000489965 -0.000621495 0.000215007 -0.000177442 -0.00071396 -0.000535333 0.00106572 -0.00271239 -0.00157146 -0.0013962 0.000159334 0.000930609 0.00140117 0.0013125 -0.00125598 0.000523678 0.00138665 0.000493107 -0.000378169 -0.0004325 0.000686538
internal_weight=1.32529e+06 612858 484817 439629 246626 201630 162083 128041 44139 712433 20974 117944 69630 193003 152806 9224 8936 77086 45188 58747 12038 10614 39547 43366 691459 23657 667802 27953 50955 11008
internal_count=1325291 612858 484817 439629 246626 201630 162083 128041 44139 712433 20974 117944 69630 193003 152806 9224 8936 77086 45188 58747 12038 10614 39547 43366 691459 23657 667802 27953 50955 11008
cat_boundaries=0 1 2 3 4 5
cat_threshold=7297 1424 6192 7297 16
is_linear=0
shrinkage=0.05


Tree=70
num_leaves=31
num_cat=4
split_feature=97 31 136 93 108 134 122 52 136 4 32 65 41 86 18 133 43 136 79 76 88 7 136 0 39 30 73 14 122 36
split_gain=135.537 22.1041 19.2576 20.1765 18.0217 16.7273 15.3758 13.7431 13.4377 12.8796 11.6963 17.0393 11.1277 11.1107 9.94163 9.13331 8.93316 12.1202 8.02019 7.94992 7.46914 7.36661 6.97907 6.96654 10.0243 6.95918 6.67567 8.11571 6.65797 6.59127
threshold=-0.73066183924674977 1014.4500122070314 0 -0.19026383757591245 -0.81643056869506825 1016.2500000000001 0.26722820103168493 15.97499990463257 1 3.4500000476837163 12.550000190734865 1.4450000524520876 14.050000190734865 0.8389609456062318 14.039999961853029 1014.2500000000001 8.7500000000000018 2 1.685000002384186 27.585000038146976 -0.52301311492919911 5.0499999523162851 3 1.0000000180025095e-35 13.949999809265138 1017.7500000000001 0.37312105298042303 0.70499998331069957 -0.67556449770927418 16.150000572204593
decision_type=2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 2 -1 5 12 9 8 15 10 26 -3 25 -2 -11 21 -6 17 29 -17 22 -8 -5 -15 24 -19 -12 -4 -28 -13 -10
right_child=4 6 3 14 7 -7 20 -9 16 13 11 28 -14 19 -16 18 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.001221306488018483 -0.0030505314950028863 -0.00071209371568207254 0.0046740216109998171 0.00041679300852443571 0.00049875463602720574 -0.0028188542979333858 -0.0013252272862461186 -0.00081407441736940978 0.00025420691820952755 -0.00083610812151271125 0.0017013567053226599 0.00092236904114170824 0.0085245956880285103 0.0019906524719280803 -0.0016844881874095248 -0.01884394609498688 -0.0023973029302982434 0.0020304101591097213 -0.0019356283520547365 -0.0016225500043735104 -0.0029725783098821595 -0.00070169396087751902 0.00038073329592537038 -0.0011089455849491083 -0.00081558201752157189 0.005579437209997264 -0.0036704279204350316 0.0014269611490599248 -0.00037740884566659808 0.0038296664767381982
leaf_weight=35816 4809 73859 1538 24658 748170 3474 57943 20823 4794 16993 3648 13348 217 11148 15074 72 10482 4432 2705 3169 7808 36531 17011 122642 10249 1694 800 32631 37622 1763
leaf_count=35816 4809 73859 1538 24658 748170 3474 57943 20823 4794 16993 3648 13348 217 11148 15074 72 10482 4432 2705 3169 7808 36531 17011 122642 10249 1694 800 32631 37622 1763
internal_value=8.52888e-06 -0.000592723 -0.000171682 5.89855e-05 0.000433562 0.000580484 -0.000831733 0.000452997 -0.000672488 0.000722269 -0.000298227 0.000244549 -0.00255077 0.000193339 -0.000534313 0.000488131 -0.000988013 -0.000885412 -0.00237401 0.000751733 -0.00152085 -0.000250965 0.00101893 -0.000985658 4.35854e-05 0.00293113 0.00145316 0.00130498 -3.70236e-05 0.0012137
internal_weight=1.32592e+06 549127 198843 163027 776796 86764 350284 771770 284533 83290 130171 56312 5026 48321 76263 750947 154362 143880 2777 31328 65751 61189 28159 137323 14681 5342 34969 33431 50970 6557
internal_count=1325923 549127 198843 163027 776796 86764 350284 771770 284533 83290 130171 56312 5026 48321 76263 750947 154362 143880 2777 31328 65751 61189 28159 137323 14681 5342 34969 33431 50970 6557
cat_boundaries=0 1 2 3 4
cat_threshold=4240 914 32 358
is_linear=0
shrinkage=0.05


Tree=71
num_leaves=31
num_cat=3
split_feature=97 31 31 136 4 108 122 58 136 35 65 36 87 87 76 24 16 16 52 30 112 87 43 136 4 27 53 22 12 72
split_gain=122.322 19.9491 18.1299 18.4436 18.5184 16.2646 13.8891 12.4701 12.183 10.5742 13.2231 10.408 8.79275 8.43234 8.11228 8.09737 9.15666 7.68371 7.60288 7.25497 7.17416 7.12993 7.02157 13.778 6.98674 6.93668 9.65187 7.83324 7.37443 7.66347
threshold=-0.73066183924674977 1014.4500122070314 1005.9500122070314 0 4.6499998569488534 -0.81643056869506825 0.31729258596897131 264.67887878417974 1 12.250000000000002 1.4450000524520876 21.250000000000004 0.87012952566146862 0.86848491430282604 0.69499999284744274 191.50000000000003 13.344999790191652 10.405000209808351 11.734999656677248 1017.6499938964845 -0.44618082046508784 0.90648970007896434 8.7500000000000018 2 10.250000000000002 272.50000000000006 0.18500000238418582 5.8849999904632577 0.81499999761581432 0.35992328822612768
decision_type=2 2 2 1 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
left_child=1 2 12 21 15 11 8 -7 9 -3 19 -2 -1 -6 -10 -5 -17 -8 -15 -11 -9 25 23 -16 -22 26 28 -28 29 -4
right_child=5 6 3 4 13 7 17 20 14 10 -12 -13 -14 18 22 16 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0015670955771359676 -0.0029018890878000094 -0.0007237763485323244 0.007860749011576575 0.0034372240536526578 -0.000734159900203828 0.00048779956254707904 -0.0025283407705059963 -0.00048842527032620588 -0.0031666234911310828 0.0012546305285972049 -5.6012893312676847e-05 0.0083926381243153974 0.00026526406428911632 0.0009454021671132459 0.0015075835167818298 0.0013671074800289101 -0.00026422631272341303 -0.0011765465952697193 -0.002075108719378009 0.0050754319288985267 0.00014931405810449073 -0.0020742279522067125 -0.0021801871120778107 -0.00090134062957585742 0.0034247473134819055 -0.00083576802035276176 -0.0021459706246752331 0.0004798431107948577 0.0040203886616893879 -0.0023013991992997438
leaf_weight=29024 4813 68444 224 3601 29956 713469 13399 50643 4000 3962 58331 213 8454 17714 6200 36035 11299 48790 2361 1810 5310 7434 9794 135554 2348 34702 3917 10332 2710 1080
leaf_count=29024 4813 68444 224 3601 29956 713469 13399 50643 4000 3962 58331 213 8454 17714 6200 36035 11299 48790 2361 1810 5310 7434 9794 135554 2348 34702 3917 10332 2710 1080
internal_value=8.10288e-06 -0.000563086 -0.000163095 6.69946e-05 0.000480418 0.000411884 -0.000790146 0.000430347 -0.000643866 -0.000291558 0.000169884 -0.00242323 -0.00115377 -0.000202774 -0.000943998 0.00115158 0.000977695 -0.0014678 0.000590163 0.00245277 -0.000272742 -0.000624081 -0.000885396 -0.000795937 0.00115359 -0.000420661 0.000368095 -0.000241984 0.00253377 -0.000555754
internal_weight=1.32592e+06 549127 198843 161365 100966 776796 350284 771770 288095 132547 64103 5026 37478 50031 155548 50935 47334 62189 20075 5772 58301 60399 151548 141754 7658 52965 18263 14249 4014 1304
internal_count=1325923 549127 198843 161365 100966 776796 350284 771770 288095 132547 64103 5026 37478 50031 155548 50935 47334 62189 20075 5772 58301 60399 151548 141754 7658 52965 18263 14249 4014 1304
cat_boundaries=0 1 2 3
cat_threshold=7312 914 32
is_linear=0
shrinkage=0.05


Tree=72
num_leaves=31
num_cat=2
split_feature=89 111 16 24 60 61 136 53 72 19 88 36 136 16 36 53 15 29 31 120 40 24 68 92 53 32 52 124 2 26
split_gain=110.513 16.4201 16.3927 26.9778 23.9126 15.9059 14.7443 11.0328 19.4611 12.3964 11.315 10.8256 9.91354 9.86369 9.86182 9.09437 10.7793 8.77071 8.75883 12.3737 9.66532 8.09656 7.8014 9.41577 7.10135 7.04472 6.89322 8.12642 6.73227 6.72744
threshold=-0.35857760906219477 -0.58745431900024403 13.344999790191652 209.50000000000003 0.46533796191215521 0.29364170134067541 0 3.7649999856948857 0.49462243914604193 9.5450000762939471 0.12082643061876298 14.34999990463257 1 10.405000209808351 21.050000190734867 6.1749999523162851 2.2549999952316289 1019.3500061035157 1012.9500122070314 0.061046212911605842 8.9499998092651385 245.50000000000003 274.72715759277349 0.10456602275371553 0.064999999478459372 11.550000190734865 0.85500001907348644 0.89490029215812694 298.50000000000006 311.50000000000006
decision_type=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 2 2
left_child=2 14 5 -4 21 26 24 8 -3 12 17 13 25 15 -2 16 -8 -9 19 -13 -20 -5 -15 -24 -7 -10 27 -1 -18 -27
right_child=1 7 3 4 -6 6 11 10 9 -11 -12 18 -14 22 -16 -17 28 -19 20 -21 -22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00089574613780223338 -0.0034426341664607995 0.00044759475022306455 0.00081181642974270305 -0.0012215650175336579 -0.00085594161376088297 0.0014511361934581549 -0.0011009519065592573 0.0011725131481287311 -0.00078426479425448489 -0.0013249557218338874 0.0036156999887560857 0.00071957918654211132 -0.00077330407545149493 -0.0012977836664365945 0.0061860530239723661 -0.0019525708545381584 -0.00092191715211229798 -0.0014768801889661429 0.0003467189823446005 0.0042146111599937206 -0.0015604601046491768 -0.0030651601265466993 0.0012005042246333074 -0.00018570731371222925 -0.00089074698521024941 0.00057480811063209322 0.00014628336104201761 0.0039327309775601922 0.0012749860058595818 0.0028680513273969229
leaf_weight=10312 3789 660627 20091 8747 134086 3314 29435 33503 4366 25710 4371 16457 15741 10517 286 15222 5287 3445 34176 2993 8246 18660 16504 47526 139426 7647 26897 2801 10244 5497
leaf_count=10312 3789 660627 20091 8747 134086 3314 29435 33503 4366 25710 4371 16457 15741 10517 286 15222 5287 3445 34176 2993 8246 18660 16504 47526 139426 7647 26897 2801 10244 5497
internal_value=7.69796e-06 0.000398584 -0.000525372 -0.000916053 -0.00113101 -0.000338368 -0.000449538 0.000415536 0.000369914 -0.000500463 0.00121007 -0.000168678 0.000137043 -0.000420109 -0.00276685 -0.000896221 -0.000538623 0.000925486 0.00037882 0.0012574 -2.3999e-05 -0.00247677 -3.57036e-05 0.000171595 -0.000836317 0.000955316 0.000604526 0.00154446 0.000527125 0.00153387
internal_weight=1.32592e+06 764982 560941 181584 161493 379357 339347 760907 719588 58961 41319 196607 33251 134735 4075 60188 44966 36948 61872 19450 42422 27407 74547 64030 142740 17510 40010 13113 15531 13144
internal_count=1325923 764982 560941 181584 161493 379357 339347 760907 719588 58961 41319 196607 33251 134735 4075 60188 44966 36948 61872 19450 42422 27407 74547 64030 142740 17510 40010 13113 15531 13144
cat_boundaries=0 1 2
cat_threshold=7360 630
is_linear=0
shrinkage=0.05


Tree=73
num_leaves=31
num_cat=6
split_feature=97 31 4 136 109 122 136 58 36 32 65 56 133 88 77 87 136 76 28 86 133 136 108 25 115 43 136 77 32 136
split_gain=101.257 17.179 15.8897 15.1729 14.0898 12.1246 10.9495 9.98722 9.58597 8.68252 14.3326 8.4651 7.80305 7.72893 7.40136 7.40132 13.0689 7.1904 6.80702 6.61986 6.79863 6.81908 6.61741 6.19853 6.03334 6.51453 9.30907 5.83332 12.1652 9.72404
threshold=-0.73066183924674977 1014.7500000000001 4.0499999523162851 0 -0.82667255401611317 0.31729258596897131 1 264.67887878417974 21.250000000000004 12.550000190734865 1.735000014305115 278.65069580078131 1017.5499877929689 -0.52301311492919911 2.2749999761581425 0.85176625847816478 2 0.69499999284744274 1016.6499938964845 0.89861848950386058 1009.0499877929689 3 0.35942949354648596 190.50000000000003 -0.026175950653851029 8.8499999046325701 4 4.8750000000000009 11.550000190734865 5
decision_type=2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 2 2 1
left_child=1 2 3 19 8 6 9 27 -2 -3 18 12 14 -7 -5 -4 -17 -8 -11 20 21 -1 -20 -16 25 26 -19 -6 -29 -30
right_child=4 5 15 11 7 13 17 -9 -10 10 -12 -13 -14 -15 23 16 -18 24 22 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00090963284090910034 -0.0028452354875126342 -0.00061008259659696027 -0.00089212781458073266 -0.00068100369320248729 0.00040575365449539393 -0.001173561806967087 -0.0030146722672645052 -0.00023688573174398631 0.0082118218082355386 0.00088112468848263012 -7.6627177792772688e-05 -0.00034743580070310581 -0.003675255937549653 -0.0029479363226945204 0.0038405700875587794 0.00092021725208092534 -0.00065057486161904272 0.0011841537685736397 -0.0021648359842357744 -0.0023737970162791386 -0.001833463397253958 -0.00074950407093020996 0.0049586029922400656 0.001330220947634207 0.0015016567849921894 -0.0021943096156603471 -0.00087689341134938523 -0.00067245913695387091 0.00052830919636322107 0.0021759072837994752
leaf_weight=13148 4474 73386 65397 4312 668852 53288 3869 58486 205 3423 47742 11321 809 6936 2643 19978 39223 5719 370 4045 5368 11690 2743 35324 2721 8780 126892 8789 16911 19079
leaf_count=13148 4474 73386 65397 4312 668852 53288 3869 58486 205 3423 47742 11321 809 6936 2643 19978 39223 5719 370 4045 5368 11690 2743 35324 2721 8780 126892 8789 16911 19079
internal_value=7.31278e-06 -0.000512372 -0.000161406 0.000350237 0.000374685 -0.000735216 -0.000594796 0.000391262 -0.0023608 -0.000255442 0.000223999 0.000869113 0.00118895 -0.00137792 0.00128203 -0.000525475 -0.000120449 -0.000887482 0.00241991 -0.000474134 -0.000219899 0.000128825 0.00411194 0.00150497 -0.000830434 -0.000875314 -0.000787985 0.000442742 0.000995225 0.00140248
internal_weight=1.32592e+06 549127 213258 88660 776796 335869 275645 772117 4679 127664 54278 54409 43088 60224 42279 124598 59201 147981 6536 34251 30206 24838 3113 37967 144112 141391 132611 713631 44779 35990
internal_count=1325923 549127 213258 88660 776796 335869 275645 772117 4679 127664 54278 54409 43088 60224 42279 124598 59201 147981 6536 34251 30206 24838 3113 37967 144112 141391 132611 713631 44779 35990
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=6544 914 358 2304 32 5444
is_linear=0
shrinkage=0.05


Tree=74
num_leaves=31
num_cat=3
split_feature=96 110 31 31 10 53 136 52 37 86 55 80 56 133 24 31 136 40 136 31 12 78 35 3 4 24 77 52 22 86
split_gain=91.7987 16.9364 15.0351 15.1016 13.8198 11.8271 10.6282 10.5321 10.0708 10.0327 9.88002 8.76873 8.89421 8.76498 8.1685 7.74775 7.25994 7.26086 7.00626 7.15491 6.78005 6.68821 6.48865 6.73368 6.41921 6.40824 6.34232 6.17376 9.42906 7.79878
threshold=-0.74650251865386952 -0.82075452804565419 1014.4500122070314 1005.4500122070314 7.5499999523162851 14.074999809265138 0 0.66500002145767223 21.349999427795414 0.86377447843551647 2.1950000524520878 266.34117126464849 226.32544708251956 1014.6499938964845 198.50000000000003 1012.4500122070314 1 9.8499999046325701 2 1022.8500061035157 1.1150000095367434 1.6649999618530276 14.650000095367433 91.500000000000014 4.1499998569488534 285.50000000000006 1.6549999713897707 0.2650000005960465 5.8650000095367441 0.86832335591316234
decision_type=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 2 2
left_child=2 8 3 20 6 13 27 9 -2 16 18 12 -12 -3 -13 22 -4 -18 -9 -20 -1 -15 -8 -24 -17 -16 -25 29 -29 -5
right_child=1 5 7 4 -6 -7 15 10 -10 -11 11 14 -14 21 25 24 17 -19 19 -21 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=-0.0041737567470595547 -0.0029781199345601124 0.00041475560535982406 0.0050384052608428943 0.0030293083055304162 -0.00054919638734101934 -0.00066437474701368183 0.00084225789597729562 -0.0030092116013238847 0.0087263183137377565 -0.00088936894288558577 -0.0033095644835908198 0.00094818432161286213 -0.0010194857016115643 -0.016197519309216125 -0.00098738707132067002 0.00081495340384566425 0.0011807566424315808 -0.003901000421185566 -0.00098786220206236483 -0.0029387402440340898 -0.00091942012842746138 -0.0019544890072057349 -0.00017680190320808404 -0.0016781876613368469 -0.00063017674357483265 -0.00037433138896933747 0.0034036965437019744 -0.0025887555928788618 -0.00017910194364142033 -0.00021948851862532432
leaf_weight=1679 4863 755792 1133 2957 57938 26799 17516 5736 191 9670 4684 9354 44709 85 61659 22155 11423 749 49673 5191 34219 2718 2044 665 11765 138095 7999 4859 24681 4922
leaf_count=1679 4863 755792 1133 2957 57938 26799 17516 5736 191 9670 4684 9354 44709 85 61659 22155 11423 749 49673 5191 34219 2718 2044 665 11765 138095 7999 4859 24681 4922
internal_value=6.94843e-06 0.000349371 -0.000498523 -0.000146162 6.47733e-05 0.000367937 0.000422056 -0.000697736 -0.00253579 0.000336219 -0.00077218 -0.000637473 -0.00123666 0.000404405 -0.000495941 0.000822844 0.00122697 0.00086734 -0.0013468 -0.00117223 -0.00107163 -0.0023864 0.00143501 0.00240463 0.000313716 -0.000563566 0.00301364 -0.00024371 -0.000575463 0.00099979
internal_weight=1.32592e+06 790448 535475 193399 157501 785394 99563 342076 5054 22975 319101 258501 49393 758595 209108 62144 13305 12172 60600 54864 35898 2803 28224 10708 33920 199754 8664 37419 29540 7879
internal_count=1325923 790448 535475 193399 157501 785394 99563 342076 5054 22975 319101 258501 49393 758595 209108 62144 13305 12172 60600 54864 35898 2803 28224 10708 33920 199754 8664 37419 29540 7879
cat_boundaries=0 1 2 3
cat_threshold=7312 20 6144
is_linear=0
shrinkage=0.05


Tree=75
num_leaves=31
num_cat=0
split_feature=75 64 100 92 21 67 112 90 16 32 72 134 28 52 18 18 8 40 12 23 66 52 39 35 86 79 42 55 24 24
split_gain=87.8525 17.5774 21.8872 25.9889 16.4824 13.5224 11.0623 10.605 9.56927 9.65292 10.4837 8.90634 9.11109 8.54003 8.50122 8.15526 8.06997 7.64165 6.76291 6.65542 6.58874 7.89726 6.41618 6.3385 7.63573 6.43216 6.12277 11.3907 5.91281 5.75129
threshold=0.52792891860008251 6.4149999618530282 0.1894311606884003 0.02606101613491774 7.9849998950958261 9.2849998474121112 -0.28400452435016627 -0.88078463077545155 13.344999790191652 11.150000095367433 0.65759074687957775 1018.0499877929689 1021.7500000000001 1.0950000286102297 14.039999961853029 7.4149999618530282 11.050000190734865 -1.0000000180025095e-35 1.4550000429153445 6.3250000476837167 29.195000648498539 15.635000228881838 17.94999980926514 15.150000095367433 0.83432221412658703 10.305000305175783 11.250000000000002 1.5549999475479128 234.50000000000003 222.50000000000003
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=7 5 -3 4 11 6 8 14 9 17 28 12 16 19 -1 -12 23 -2 -7 -5 -15 -22 -8 24 26 -26 -4 -28 -11 -10
right_child=1 2 3 13 -6 18 22 -9 29 10 15 -13 -14 20 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-1.5970808530908815e-05 0.023161057001280211 -0.0010413960056936504 -1.181007811645256e-05 -0.00023350105914258964 0.0022431700461608968 -0.0030593204711590193 9.3552430873864611e-05 0.00039326831819144455 -0.00047052154847333793 -0.0023115418742500359 -0.0025163410525011736 -0.0048643606614363804 -0.00183754266486398 -0.00064958487208542116 -0.0016755949912777041 -0.00065065894788592668 -0.00068646486367338966 -0.0016852180186593215 -0.0013435724024063889 0.0025910246833563315 0.00083158729524594613 -0.00038466066797413032 0.0027381833074742075 -0.00047141082538345577 0.00022689463302315831 0.0019837072424752516 0.024324500147406371 0.0018846790329460428 0.00021620795265392856 -0.0017257574395014592
leaf_weight=30697 31 70726 14018 4112 14281 8485 15557 728897 12231 2424 6886 803 4134 123208 10307 39211 10312 17770 17775 4232 18967 45041 2690 7709 6866 21603 73 251 50741 35940
leaf_count=30697 31 70726 14018 4112 14281 8485 15557 728897 12231 2424 6886 803 4134 123208 10307 39211 10312 17770 17775 4232 18967 45041 2690 7709 6866 21603 73 251 50741 35940
internal_value=3.37185e-06 -0.000475511 -0.000256748 -5.5395e-05 0.00070349 -0.000836743 -0.000684861 0.000349255 -0.000813877 -0.000569791 -0.000377517 0.000369166 0.000433854 -0.000366035 -0.000433143 -0.000929356 0.000588213 -0.00164195 -0.00189796 0.00119907 -0.00043579 -2.42592e-05 0.000483428 0.000848396 0.00108605 0.00156001 0.000145251 0.00694056 0.000100958 -0.00140704
internal_weight=1.32598e+06 556077 346336 275610 80050 209741 183481 769901 165234 117063 99262 65769 64966 195560 41004 46097 60832 17801 26260 8344 187216 64008 18247 50520 42811 28469 14342 324 53165 48171
internal_count=1325978 556077 346336 275610 80050 209741 183481 769901 165234 117063 99262 65769 64966 195560 41004 46097 60832 17801 26260 8344 187216 64008 18247 50520 42811 28469 14342 324 53165 48171
is_linear=0
shrinkage=0.05


Tree=76
num_leaves=31
num_cat=4
split_feature=75 64 100 92 21 67 58 136 28 136 132 28 16 111 79 112 8 72 37 121 69 136 128 85 112 87 97 136 30 52
split_gain=79.2869 15.8636 19.7532 23.455 14.8753 12.2039 11.1632 10.3611 8.83695 8.15207 8.05582 8.34227 7.93983 7.57415 8.47133 15.0101 7.4763 6.92803 6.70368 6.68609 6.68235 6.33417 6.09227 6.58976 6.01514 6.363 5.9398 7.26014 5.91179 5.85765
threshold=0.52792891860008251 6.4149999618530282 0.1894311606884003 0.02606101613491774 7.9849998950958261 9.2849998474121112 255.66043853759768 0 1020.7500000000001 1 1016.9500122070314 1021.7500000000001 14.039999961853029 -0.58745431900024403 5.0750000476837167 -0.0087262028828264497 13.250000000000002 0.60886755585670482 21.750000000000004 -0.44618082046508784 328.68882751464849 2 13.500000000000002 0.61599138379096996 -0.061046212911605828 0.90435627102851879 -0.75480002164840687 3 1024.1499633789065 0.89499998092651378
decision_type=2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2
left_child=6 5 -3 4 10 7 13 17 24 29 11 16 21 18 22 -16 26 -2 -1 -7 -10 -8 -15 -24 25 -9 -4 -28 -22 -5
right_child=1 2 3 9 -6 19 12 8 20 -11 -12 -13 -14 14 15 -17 -18 -19 -20 -21 28 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0022167385607392825 -0.00050330136754293949 -0.0009893262060222069 0.0003854356435142742 0.0031451017521187869 0.0021310115506148002 -0.0009613070215106856 -0.00090277789977793684 -0.0003771132219888792 -0.0018236834170997536 -0.0005267158081443201 -0.0036477831456697969 -0.0017456655348055941 -0.0016728747728185847 0.00035209288091913693 0.00084673243707356852 0.0048731510178936345 -0.0013667046713911508 -0.0014349580953054901 0.011169756892074173 -0.0025592535678806653 0.014219075330332967 0.0004886223569199777 -0.019155844066266879 -0.0027809710072256039 0.0012917326874547943 0.001412214704654932 -0.00055395817059505524 0.0019984042056731617 -0.0050849114133289753 0.00012510210502010558
leaf_weight=3625 33205 70726 38230 1666 14281 12427 13741 77459 10591 149572 1236 4134 10089 680844 38429 2463 4577 50004 96 13833 121 20178 74 362 6733 5309 3471 14121 59 44322
leaf_count=3625 33205 70726 38230 1666 14281 12427 13741 77459 10591 149572 1236 4134 10089 680844 38429 2463 4577 50004 96 13833 121 20178 74 362 6733 5309 3471 14121 59 44322
internal_value=3.20327e-06 -0.000451735 -0.000243911 -5.26252e-05 0.000668315 -0.000794906 0.000331792 -0.000650618 -0.000308233 -0.000347733 0.000350707 0.00042729 -0.000441452 0.000378671 0.000390264 0.00108925 0.000576018 -0.00106305 -0.00187137 -0.00180306 -0.00166133 -7.51729e-05 0.000348309 -0.00556019 -0.00014543 -0.00026234 0.000735307 0.00149563 0.00789166 0.000234456
internal_weight=1.32598e+06 556077 346336 275610 80050 209741 769901 183481 100272 195560 65769 64533 44008 725893 722172 40892 60399 83209 3721 26260 10771 33919 681280 436 89501 82768 55822 17592 180 45988
internal_count=1325978 556077 346336 275610 80050 209741 769901 183481 100272 195560 65769 64533 44008 725893 722172 40892 60399 83209 3721 26260 10771 33919 681280 436 89501 82768 55822 17592 180 45988
cat_boundaries=0 1 2 3 4
cat_threshold=7297 272 5217 4244
is_linear=0
shrinkage=0.05


Tree=77
num_leaves=31
num_cat=3
split_feature=74 70 64 92 21 52 92 86 120 136 30 135 58 62 5 56 113 136 43 36 136 79 54 15 28 76 39 111 12 96
split_gain=72.24 14.5472 13.0008 17.6587 11.8737 10.0413 12.5909 9.19119 8.29849 7.3764 8.9821 8.00472 7.31286 7.42974 7.16023 8.061 7.87395 6.90896 8.15805 18.8876 9.4202 11.2358 8.12552 7.04135 6.84198 6.55893 7.7461 6.31541 7.28173 6.31151
threshold=0.50234958529472362 293.94358825683599 6.4149999618530282 0.02606101613491774 7.9849998950958261 8.1649999618530291 -0.81754806637763966 0.83432221412658703 0.2503704726696015 0 1014.7500000000001 1018.3500061035157 204.93689727783206 0.31948082149028784 12.150000095367433 213.412223815918 -0.061046212911605828 1 8.0500001907348651 14.050000190734865 2 2.4750000238418584 0.75499999523162853 0.88499999046325695 1018.4500122070314 29.404999732971195 12.449999809265138 -0.58745431900024403 1.0049999952316286 -0.48654085397720331
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2
left_child=5 14 8 4 7 27 -7 -4 12 -9 11 25 -3 -14 16 -16 17 18 19 -2 21 -21 -23 -20 -19 26 -11 28 -1 -5
right_child=1 2 3 29 -6 6 -8 9 -10 10 -12 -13 13 -15 15 -17 -18 24 23 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0021135250469096543 -0.00063949269412346809 0.0003378821564041222 -0.00062855929365405788 -0.00032470041696164515 0.0023249930737621249 0.0017570450003419761 -0.0014688228111889769 -0.0011115924859641426 -0.0021303965437961272 0.0040328881182119013 1.3874535686076026e-05 -0.0074994817352653856 0.00026643163532993403 -0.0011689194211058458 -0.0060166859486903224 -0.0014825186064326766 0.0007589436548509045 -0.00068043232268598516 -0.003224942501463734 -0.00039915098891861239 0.0002988754315303003 0.0087826270159504418 0.0028866789816072401 -0.0008898831521712944 -0.0014439909573993387 -0.00035322257228162903 0.0016040845453869732 0.00036465302941761444 -0.0031766707580695853 0.0015427990214351723
leaf_weight=879 86021 18161 14358 134332 10054 3791 14967 4220 9085 4288 12077 233 11773 38494 1106 8621 10010 91949 3895 2556 23918 672 4481 18867 43086 2988 14003 729909 2502 4682
leaf_count=879 86021 18161 14358 134332 10054 3791 14967 4220 9085 4288 12077 233 11773 38494 1106 8621 10010 91949 3895 2556 23918 672 4481 18867 43086 2988 14003 729909 2502 4682
internal_value=3.04329e-06 -0.000419415 -0.000160374 5.15521e-05 0.000751649 0.000325445 -0.000816874 0.000448423 -0.000710565 0.000857408 0.00110479 0.00171775 -0.000522058 -0.000832747 -0.000664035 -0.00199807 -0.000618577 -0.000668637 -0.00042296 -0.00025535 0.000789465 0.00230819 0.00365557 -0.00128946 -0.000923995 0.00181868 0.00217347 0.000354666 -0.00180131 -0.000261803
internal_weight=1.32598e+06 573930 278748 201235 62221 752048 18758 52167 77513 37809 33589 21512 68428 50267 295182 9727 285455 275445 140410 117648 31627 7709 5153 22762 135035 21279 18291 733290 3381 139014
internal_count=1325978 573930 278748 201235 62221 752048 18758 52167 77513 37809 33589 21512 68428 50267 295182 9727 285455 275445 140410 117648 31627 7709 5153 22762 135035 21279 18291 733290 3381 139014
cat_boundaries=0 1 2 3
cat_threshold=4240 948 48
is_linear=0
shrinkage=0.05


Tree=78
num_leaves=31
num_cat=4
split_feature=75 23 99 123 58 136 17 65 67 43 106 27 111 79 112 32 136 40 7 74 132 30 136 16 136 76 129 53 10 80
split_gain=65.3913 13.2763 13.487 10.0083 9.57248 8.41859 7.67768 7.61537 7.9279 7.7354 7.86041 6.95747 6.39121 8.58909 13.9554 6.45522 6.84709 6.41067 6.01977 6.01445 5.73743 7.61559 7.71772 6.1905 5.4671 5.87953 5.43812 6.01983 5.4128 5.34999
threshold=0.53820106387138378 5.8250000476837167 -0.93538746237754811 -0.66259482502937306 255.66043853759768 0 14.039999961853029 6.5150001049041757 8.055000305175783 10.750000000000002 -0.78035101294517506 308.50000000000006 -0.58745431900024403 5.0750000476837167 -0.0087262028828264497 11.34999990463257 1 15.449999809265138 5.6499998569488534 0.56415879726409923 1014.6499938964845 1014.2500000000001 2 12.50999975204468 3 5.2750000953674325 69.500000000000014 0.38499999046325689 11.750000000000002 313.51153564453131
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 1 2 2 2 2 2
left_child=4 5 -3 -4 12 -2 28 8 -5 10 20 -11 17 26 15 16 -15 -1 -19 -7 21 22 -9 -24 -17 -26 29 -28 -6 -14
right_child=1 2 3 7 6 19 -8 9 -10 11 -12 -13 13 14 -16 24 -18 18 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0021483173471335128 -0.0001492927236382748 -0.00066466543083653739 0.00037880746127661434 -0.00042203788392194714 0.00026449174059178267 -0.00043186409116195159 -0.0015503889021785933 3.0129249618321566e-05 -0.001746395506205028 0.00011535902272320406 -0.00050465734236704134 0.0046334674321867018 0.00032678065555539614 0.0050737091473025756 0.0045982386976943287 -0.0018462197960878023 -0.0013053111963837705 0.009966262501295101 -0.013160251978446136 -0.0016608988498367759 -0.0012861241869047328 -1.7135960767274804e-05 0.0025140738530070364 -0.00019882086224843728 -7.8604737999713798e-05 0.0015380620094827147 -0.018857915535130922 -0.0027424252654838009 -0.0012825330488075316 -0.0011682956649951739
leaf_weight=3750 19504 176596 76730 41771 28706 13157 11008 9575 15491 1810 81752 1610 677047 449 2586 1540 5070 191 33 40892 6045 51217 9659 2688 7145 26418 68 392 7041 6037
leaf_count=3750 19504 176596 76730 41771 28706 13157 11008 9575 15491 1810 81752 1610 677047 449 2586 1540 5070 191 33 40892 6045 51217 9659 2688 7145 26418 68 392 7041 6037
internal_value=2.89081e-06 -0.000415151 -0.000318345 -0.000113354 0.000297811 -0.00104024 -0.000395776 -0.000283754 -0.000780314 -0.000110751 -0.000160755 0.0022423 0.000342189 0.000353124 0.0010368 0.000810081 -0.000779516 -0.0016575 0.00655923 -0.00136147 0.000194301 0.000316659 0.00109651 0.00192191 0.00106 0.00119355 0.000309908 -0.00512472 -4.0222e-05 0.000313567
internal_weight=1.32598e+06 548497 474944 298348 777481 73553 46755 221618 57262 164356 160936 3420 730726 726752 43208 40622 5519 3974 224 54049 79184 73139 21922 12347 35103 33563 683544 460 35747 683084
internal_count=1325978 548497 474944 298348 777481 73553 46755 221618 57262 164356 160936 3420 730726 726752 43208 40622 5519 3974 224 54049 79184 73139 21922 12347 35103 33563 683544 460 35747 683084
cat_boundaries=0 1 2 3 4
cat_threshold=310 4098 4245 4096
is_linear=0
shrinkage=0.05


Tree=79
num_leaves=31
num_cat=1
split_feature=74 68 31 136 12 102 132 12 64 117 52 56 106 88 111 35 0 72 112 21 86 100 56 19 17 132 91 31 8 107
split_gain=59.3451 13.1718 11.5746 13.8407 12.7909 12.4752 12.0582 10.6476 9.91622 8.91182 8.60876 11.2272 8.45999 8.42708 8.37148 7.78178 12.5871 7.7325 6.99211 5.98291 9.14099 6.70731 7.33352 7.63415 6.44945 6.2202 5.81252 6.56034 5.71617 5.56783
threshold=0.50234958529472362 319.24395751953131 1019.9500122070314 0 2.8149999380111699 0.57732909917831432 1016.8500061035157 2.1149998903274541 4.5650000572204599 -0.36648726463317866 8.1649999618530291 215.62029266357425 -0.67010235786437977 -0.56301811337470997 0.057708380743861205 11.750000000000002 341.50000000000006 0.79322883486747753 0.061046212911605842 7.0650000572204599 0.8711829185485841 0.17576425522565844 277.50453186035162 11.775000095367433 14.039999961853029 1016.4500122070314 -0.15397407114505765 1012.6499938964845 3.5499999523162846 -0.76787260174751271
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=10 2 3 8 5 18 12 13 14 -6 -1 -12 -7 -4 -2 29 -17 28 19 20 -5 -21 23 25 -25 26 27 -23 -10 -3
right_child=1 15 7 4 9 6 -8 -9 17 -11 11 -13 -14 -15 -16 16 -18 -19 -20 21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00032201751920917854 -0.00036807458446046562 0.0015986146247947731 -0.0011494603725075174 -0.00084222102600910826 -0.0038250148941862587 0.0011957455404774664 -0.0029888085529423511 -0.00039837068957719146 0.0011476420737545517 -0.00068638940220915122 0.0012090436998043945 -0.0015216083534926011 -0.00041995628678884937 -0.00307530918761428 -0.0017325437804690273 0.00058762889171405435 0.0038045165142637904 -0.00084779223377007122 0.0015824517932691729 -0.0005077361449646855 0.00019255013775160853 0.001693694596136975 -0.00016826960349613991 0.0026582805430509643 9.35370758717941e-05 -0.0064463308220490262 0.0027935278609189443 -0.00092170569152653741 -0.0002369759697413156 -0.0009844548623928113
leaf_weight=733290 16735 2621 52329 61772 2370 40309 2108 56829 9763 49475 5213 13545 10140 6372 34243 20352 3575 46910 5574 28303 32609 3555 24184 8851 3390 341 2115 7365 31516 10224
leaf_count=733290 16735 2621 52329 61772 2370 40309 2108 56829 9763 49475 5213 13545 10140 6372 34243 20352 3575 46910 5574 28303 32609 3555 24184 8851 3390 341 2115 7365 31516 10224
internal_value=2.74695e-06 -0.000380155 -0.000442827 -0.000321333 -0.00012023 3.92982e-05 0.000716185 -0.00088622 -0.00072944 -0.000829866 0.000294961 -0.000762738 0.000870997 -0.00135851 -0.00128462 0.000535339 0.00106827 -0.0004086 -0.000160496 -0.000216821 -0.000484704 0.000106889 0.000456194 0.00104573 0.00194801 0.000220009 0.000394402 -7.02636e-05 9.05035e-05 -0.000457384
internal_weight=1.32598e+06 573930 537158 421628 282461 230616 52557 115530 139167 51845 752048 18758 50449 58701 50978 36772 23927 88189 178059 172485 94381 78104 49801 25617 12241 13376 13035 10920 41279 12845
internal_count=1325978 573930 537158 421628 282461 230616 52557 115530 139167 51845 752048 18758 50449 58701 50978 36772 23927 88189 178059 172485 94381 78104 49801 25617 12241 13376 13035 10920 41279 12845
cat_boundaries=0 1
cat_threshold=7312
is_linear=0
shrinkage=0.05


Tree=80
num_leaves=31
num_cat=3
split_feature=67 23 28 109 93 21 64 52 136 4 88 79 91 53 12 74 136 78 112 53 79 128 22 13 12 39 136 1 39 21
split_gain=55.5223 14.3257 14.1652 12.1887 13.32 13.3274 11.1265 11.4375 10.2146 10.1209 11.4206 10.0629 9.35036 9.29274 8.86321 8.39654 16.2363 11.7242 12.7428 10.9428 9.44862 8.56741 8.34419 7.87569 7.20357 7.00097 6.90061 6.58275 7.05775 7.67091
threshold=1.6349999904632571 5.805000066757203 1019.7500000000001 0.19728272408246997 -0.16932969540357587 7.4049999713897714 6.2349998950958261 11.734999656677248 0 4.3500001430511483 -0.6581585407257079 17.134999275207523 -0.12377258390188216 0.90500000119209301 1.5649999976158144 0.55038669705390941 1 2.3449999094009404 -0.07845610752701758 0.30500000715255743 0.81499999761581432 13.500000000000002 8.4849996566772479 1.4049999713897707 2.7749999761581425 20.849999427795414 2 330.50000000000006 12.34999990463257 5.6649999618530282
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 1 2 2 2
left_child=15 -2 3 9 5 11 -6 22 27 13 -11 12 24 -3 -10 17 -17 19 -19 21 -21 -1 26 -7 -5 -15 -8 -4 -29 -30
right_child=1 2 8 4 6 23 7 -9 14 10 -12 -13 -14 25 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00030228716214461028 -0.0010074689085740273 0.0022373577474820521 -6.3074176202654504e-05 -0.00045361212735060537 -0.0011061294157971742 0.00031234812442859205 0.0013060617643020425 -0.00049530974622510036 -0.0017081903953228051 -0.00078068703323433907 -0.002935612600455972 0.00099009050406510487 0.0010736786520178527 -0.00039211738165707046 -0.00064329046537352609 -0.0013672927405253346 0.00055652511093129051 0.00080875554571459372 0.0036277463542285469 -0.002970063178756587 -0.00031000200389289244 -0.017578240461758713 0.0025957082080475227 0.0018337829174271314 -0.0065265675972198834 0.0031377797802197766 -2.3680787922411141e-05 0.0013114976697782997 0.027117006220346823 0.0056090193205278289
leaf_weight=635154 76849 4005 7601 51227 31055 13836 12859 66257 25376 46127 7094 23275 11343 43092 84954 21589 22274 47191 4381 4337 14497 67 4268 22080 493 1452 40346 2347 44 717
leaf_count=635154 76849 4005 7601 51227 31055 13836 12859 66257 25376 46127 7094 23275 11343 43092 84954 21589 22274 47191 4381 4337 14497 67 4268 22080 493 1452 40346 2347 44 717
internal_value=-3.09667e-06 -0.000371913 -0.0002742 -0.000123742 4.81587e-05 0.000438267 -0.000259961 -4.75811e-05 -0.000745079 -0.000591691 -0.00106792 0.000101558 -0.000226378 -6.96296e-05 -0.000888138 0.00028069 -0.000390547 0.000322415 0.00104823 0.000265185 -0.000922548 0.000300401 0.000468577 0.00124768 -0.0005115 -0.000277053 0.000297943 0.000728937 0.00266824 0.00685258
internal_weight=1.32619e+06 576697 499848 378809 277039 122254 154785 123730 121039 101770 53221 86338 63063 48549 110330 749490 43863 705627 51572 654055 18834 635221 57473 35916 51720 44544 53205 10709 3108 761
internal_count=1326187 576697 499848 378809 277039 122254 154785 123730 121039 101770 53221 86338 63063 48549 110330 749490 43863 705627 51572 654055 18834 635221 57473 35916 51720 44544 53205 10709 3108 761
cat_boundaries=0 1 2 3
cat_threshold=16 7297 82
is_linear=0
shrinkage=0.05


Tree=81
num_leaves=31
num_cat=6
split_feature=75 32 69 64 7 31 136 0 61 136 82 107 136 30 20 136 88 121 136 19 117 120 54 52 133 90 52 24 136 54
split_gain=50.4754 10.7348 13.7752 10.1557 9.45126 12.4371 10.3954 9.20408 7.57778 7.35452 7.17059 7.07284 6.94199 8.26696 6.85122 8.7143 8.44401 6.08322 9.51358 6.20064 6.14218 6.00879 5.7408 5.71048 6.37843 5.56825 5.55839 6.9193 5.36299 5.96024
threshold=0.48821155726909643 10.949999809265138 313.19059753417974 10.164999961853029 4.8500001430511483 1018.0499877929689 0 343.50000000000006 0.40869842469692236 1 318.92796325683599 -0.53151896595954884 2 1018.4500122070314 6.0150001049041757 3 -0.023237977176904675 -0.44618082046508784 4 6.9049999713897714 -0.60873827338218678 0.21643137186765674 0.10500000044703485 16.314999580383304 1019.5499877929689 -0.056588290259242051 7.2950000762939462 203.50000000000003 5 2.7649999856948857
decision_type=2 2 2 2 2 2 1 2 2 1 2 2 1 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2
left_child=26 3 4 -2 5 14 21 10 -8 11 12 -9 13 23 22 16 25 18 19 -6 -19 -7 -3 24 -4 -16 -1 -28 -22 -30
right_child=1 2 7 -5 17 6 8 9 -10 -11 -12 -13 -14 -15 15 -17 -18 20 -20 -21 28 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00029445042488236435 -0.0013769368050234156 0.0014558801410741572 0.0022176469050624423 -0.00040739098671767506 -0.0025405012945558057 0.0005652159735386916 -0.0024784324225383767 0.0066687904972034494 -0.00082293941674577403 -0.00043469375901069657 -0.00041922969457859773 0.0021486314340086535 -0.0004206230511204557 -0.00076867431870384609 0.00040965121417116938 -6.5811462008720246e-05 0.0027175778521252485 -0.0022188213857732963 2.8867463673317308e-05 -0.00070740726023053597 -0.00030713038354874373 -0.001159934418901179 -0.00078511803752380656 -0.00051904283212230991 -0.0063593094867908139 0.0023810871703351323 0.001581489306170449 -0.00090879557273402232 -0.0022772581199546381 -0.00083669447354933627
leaf_weight=720356 44413 3196 14738 68926 5219 19300 8577 1237 35616 1674 22073 2881 8760 4105 42544 71218 5107 8356 64035 39747 32282 6835 27005 2436 220 3911 3299 18056 9373 30692
leaf_count=720356 44413 3196 14738 68926 5219 19300 8577 1237 35616 1674 22073 2881 8760 4105 42544 71218 5107 8356 64035 39747 32282 6835 27005 2436 220 3911 3299 18056 9373 30692
internal_value=-2.94166e-06 -0.000350431 -0.000245331 -0.000787317 -0.000346755 -0.000126301 -0.000676641 0.000475359 -0.00114398 0.00236662 0.000266038 0.00349794 0.00076592 0.001249 0.000126699 0.000292651 0.000787623 -0.000606262 -0.000362633 -0.000919962 -0.000935317 0.000113999 -0.000547966 0.0017259 0.0020915 0.000575624 0.000270883 -0.000524087 -0.000787074 -0.00117341
internal_weight=1.32619e+06 584476 471137 113339 413013 223309 70328 58124 44193 5792 52332 4118 30259 21499 152981 122780 51562 189704 109001 44966 80703 26135 30201 17394 14958 46455 741711 21355 72347 40065
internal_count=1326187 584476 471137 113339 413013 223309 70328 58124 44193 5792 52332 4118 30259 21499 152981 122780 51562 189704 109001 44966 80703 26135 30201 17394 14958 46455 741711 21355 72347 40065
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=912 144 2835 614 7248 496
is_linear=0
shrinkage=0.05


Tree=82
num_leaves=31
num_cat=2
split_feature=67 22 28 34 4 89 69 36 64 52 64 22 102 24 76 85 79 136 120 72 105 24 4 52 15 52 136 35 83 52
split_gain=45.8084 11.7496 11.2186 13.704 12.2258 13.9089 13.152 9.83906 8.55617 7.56722 11.2271 9.12404 8.70606 7.88 7.27821 7.11022 8.34878 10.0545 9.04539 8.31357 7.0795 7.03924 6.76921 9.85133 6.7568 7.22853 9.51681 6.75265 7.7115 6.64304
threshold=1.6349999904632571 5.5050001144409189 1018.9500122070314 11.84999990463257 5.2500000000000009 1.0000000180025095e-35 305.14274597167974 12.449999809265138 3.9850000143051152 20.07499980926514 6.4149999618530282 8.3450002670288104 0.49090914428234106 188.50000000000003 32.125000000000007 0.91613012552261364 5.0750000476837167 0 -0.25037047266960138 0.49462243914604193 -0.65264609456062306 280.50000000000006 9.5500001907348651 1.8149999976158144 2.1149998903274541 3.8850001096725468 1 12.949999809265138 300.02580261230474 13.885000228881838
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 1 2 2 2
left_child=15 -2 3 20 5 9 21 29 -4 10 13 -12 -13 -5 -7 16 19 -18 27 -1 24 -6 -10 -24 -3 26 -26 -19 -29 -8
right_child=1 2 8 4 6 14 7 -9 22 -11 11 12 -14 -15 -16 -17 17 18 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00026463570853841863 -0.0011064501319077659 -0.00091912422941914417 -0.0015633108242205261 0.0017069096678752787 -0.0013248175597628828 0.0021470629209775732 0.0026121088982523043 3.232634117472345e-05 -0.0006165077876445123 -0.00061565884676961584 0.00051733768219805107 0.00097896972769159372 0.0035372904827259779 -0.00027069094852625198 -0.0080973009353411656 -0.0017809614911876292 -0.00011415191356365218 -0.00026604700627520496 0.0027451932412998264 -0.00051580069365779056 -0.0013736470446535571 -0.00034827392198604672 0.0044662564751011078 9.7049683883550672e-05 0.0027262024763363823 -0.00037160634818371907 -0.00015107978396751144 1.4380154260137482e-05 0.002644456418730495 -0.001516292597343325
leaf_weight=665038 45771 33967 21373 5521 28346 11639 6674 32316 113946 23277 45536 8516 5456 57483 176 4264 15105 7900 9474 35969 24077 52878 1421 14007 5021 31447 6708 4552 7188 1141
leaf_count=665038 45771 33967 21373 5521 28346 11639 6674 32316 113946 23277 45536 8516 5456 57483 176 4264 15105 7900 9474 35969 24077 52878 1421 14007 5021 31447 6708 4552 7188 1141
internal_value=-2.79503e-06 -0.000337798 -0.000271533 -0.000126805 5.40219e-05 0.00034448 -0.000323197 0.000417328 -0.000636532 0.000210763 0.000367781 0.000860285 0.00197798 -9.73951e-05 0.00199446 0.000254974 0.000266623 0.000932961 0.00147576 0.000224591 -0.000625158 -0.000689074 -0.000483425 0.000499477 -0.000391549 2.35007e-05 0.00108283 0.000864157 0.00162469 0.00200936
internal_weight=1.32619e+06 576697 530926 380179 278959 157604 121355 40131 150747 145789 122512 59508 13972 63004 11815 749490 745226 44219 29114 701007 101220 81224 129374 15428 77143 43176 11729 19640 11740 7815
internal_count=1326187 576697 530926 380179 278959 157604 121355 40131 150747 145789 122512 59508 13972 63004 11815 749490 745226 44219 29114 701007 101220 81224 129374 15428 77143 43176 11729 19640 11740 7815
cat_boundaries=0 1 2
cat_threshold=7296 70
is_linear=0
shrinkage=0.05


Tree=83
num_leaves=31
num_cat=2
split_feature=75 136 3 35 112 40 30 22 63 8 122 56 37 116 0 14 43 136 7 39 82 107 31 5 107 103 88 9 82 39
split_gain=41.542 9.17772 14.1581 11.2515 11.1427 10.7455 9.65282 8.06113 8.77177 7.99979 7.94786 7.20387 6.7569 8.09799 6.58733 6.5152 6.44322 7.46127 7.31018 7.72564 6.32981 5.95816 7.74424 7.04871 5.95545 6.31587 5.78015 5.42923 5.343 8.24409
threshold=0.48821155726909643 0 169.50000000000003 11.750000000000002 -0.62249094247817982 5.6499998569488534 1014.5499877929689 5.7049999237060556 0.25914880633354193 11.150000095367433 1.0000000180025095e-35 111.71417617797853 14.84999990463257 -0.0087262028828264185 344.50000000000006 0.87500000000000011 7.8500001430511483 1 4.2500000000000009 16.550000190734867 298.32055664062506 -0.81606677174568165 1016.6499938964845 3.9500000476837163 -0.65635380148887623 0.65524694323539745 -0.042059846222400658 8.8499999046325701 319.87606811523443 10.650000095367433
decision_type=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 2
left_child=-1 2 12 28 6 7 9 10 -9 15 -3 -10 13 -2 -6 -5 18 -18 -8 -20 -21 22 23 26 25 -17 -13 -16 29 -4
right_child=1 5 3 4 14 -7 16 8 11 -11 -12 21 -14 -15 27 24 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00024576040972632793 -0.0019929848968029871 -0.00085751741507086128 0.0016126790053804026 -0.0025955210777099764 0.0010417744965915158 0.024791410565376284 0.00087346487222664726 0.0011270004223614732 -0.0023311475011550996 -0.00094511489146012538 -0.0028495136403627534 0.00044470586860336967 0.00011743166729260782 -0.00058731041204685233 0.0015930561809389438 0.0012866562391144688 0.00028394987992214738 -0.0024089243062172896 -0.00023393174186599463 0.00038905856347844724 -0.0058398465604354308 -0.00072521451938251319 -0.00057343710593320588 -0.0003501016037702627 -0.00063644777463431118 0.0035285157480324791 0.0031768189054509795 0.0058929447514355568 -0.0015146393893454976 -0.00047702125746844348
leaf_weight=741711 12432 45346 5445 1075 26093 42 16568 9182 4968 5103 5629 39003 25317 58265 1631 18388 4300 6400 27603 632 1150 94029 80181 40390 3204 3789 2037 1335 9507 35432
leaf_count=741711 12432 45346 5445 1075 26093 42 16568 9182 4968 5103 5629 39003 25317 58265 1631 18388 4300 6400 27603 632 1150 94029 80181 40390 3204 3789 2037 1335 9507 35432
internal_value=-2.65435e-06 -0.000317897 -9.93335e-05 0.000177932 0.000446416 -0.000497515 0.000166682 -0.000500842 -0.000391888 0.000867464 -0.00107749 -0.000445403 -0.000583492 -0.000834497 0.00129558 0.00121709 -0.000223695 -0.00132873 3.36085e-05 -0.000439924 -0.00363072 -0.000408757 -0.000224634 0.000118819 0.00137857 0.00166968 0.000580313 0.00352844 -0.000446976 -0.000198664
internal_weight=1.32619e+06 584476 263669 167655 117271 320807 88212 320765 269790 31559 50975 260608 96014 70697 29059 26456 56653 10700 45953 29385 1782 255640 161611 81430 25381 22177 41040 2966 50384 40877
internal_count=1326187 584476 263669 167655 117271 320807 88212 320765 269790 31559 50975 260608 96014 70697 29059 26456 56653 10700 45953 29385 1782 255640 161611 81430 25381 22177 41040 2966 50384 40877
cat_boundaries=0 1 2
cat_threshold=818 272
is_linear=0
shrinkage=0.05


Tree=84
num_leaves=31
num_cat=2
split_feature=99 38 136 54 77 89 3 43 69 16 85 16 60 116 16 136 82 79 31 0 0 52 32 53 84 135 107 101 37 14
split_gain=38.0185 8.52946 11.7809 14.583 9.90772 8.61205 9.59491 7.74326 7.68133 6.87947 6.80968 6.7841 7.8572 10.4153 7.35581 8.24382 10.1224 8.76869 7.32674 9.67166 7.3685 8.33606 6.3813 6.15458 6.19916 6.10121 6.02316 11.4994 8.5812 8.33136
threshold=-0.74274420738220204 14.150000095367433 0 2.7649999856948857 2.6250000000000004 -0.29419808089733118 160.50000000000003 9.0500001907348651 321.47706604003912 13.344999790191652 0.83024910092353832 14.039999961853029 0.43373903632164007 -0.70088258385658253 11.120000362396242 1 219.21218109130862 10.904999732971193 1005.4500122070314 6.5000000000000009 271.50000000000006 3.6149998903274541 12.250000000000002 0.064999999478459372 0.8920036554336549 1017.9500122070314 -0.72129634022712696 0.69177430868148815 21.44999980926514 0.78499999642372142
decision_type=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 2 2 2 2 2
left_child=1 8 3 -3 7 23 -7 9 11 10 -4 14 13 -13 15 16 -1 -17 -18 -20 -21 -22 -19 -6 -25 26 29 28 -28 -2
right_child=25 2 4 -5 5 6 -8 -9 -10 -11 -12 12 -14 -15 -16 17 18 22 19 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00213924725434614 -0.00092218488140131212 -0.0021505536469206615 0.0012377250137988241 -0.00024080589749648189 0.0026605273965261233 -0.00037261052224459056 0.0018837177468977316 -0.001846758828638646 0.001353776931854951 -0.0011286666058580384 -0.0013503314640815134 -0.000123327797531099 -0.0007296102193202589 -0.0034393292935561148 -9.8793419957488897e-05 -0.0018270985606126675 -0.0026620648415724632 -0.0013217865759248895 0.0022855512856446466 -0.00089766036492292607 0.00060809881314696453 -0.00096634596604598514 3.1853077598467882e-05 0.0002566936471483314 -0.00094686553832191902 -0.0031595659910203483 -0.00065238046509141128 0.00023477964150710081 0.0073801305422336975 0.00088983455338365351
leaf_weight=6917 7136 13160 10266 41580 2398 6601 16462 9144 5604 10015 3378 3733 61865 6476 116356 23832 2771 15983 4202 23655 32286 11367 19124 79442 12364 1334 44471 676809 335 57121
leaf_count=6917 7136 13160 10266 41580 2398 6601 16462 9144 5604 10015 3378 3733 61865 6476 116356 23832 2771 15983 4202 23655 32286 11367 19124 79442 12364 1334 44471 676809 335 57121
internal_value=-2.52244e-06 -0.000326058 -7.19885e-05 -0.000699799 0.00015705 0.000371932 0.00123792 -0.000611081 -0.000481775 -0.000133502 0.00059697 -0.000513082 -0.000941682 -0.00222681 -0.000392646 -0.000636633 -0.000309765 -0.00108671 -0.000139447 -4.16955e-05 -0.000186984 0.000198122 -0.000584412 0.000159921 9.4604e-05 0.000218995 0.00022473 0.000183424 -0.000592324 0.000688602
internal_weight=1.32619e+06 538981 204810 54740 150070 117267 23063 32803 334171 23659 13644 328567 72074 10209 256493 140137 81198 58939 74281 71510 67308 43653 35107 94204 91806 787206 785872 721615 44806 64257
internal_count=1326187 538981 204810 54740 150070 117267 23063 32803 334171 23659 13644 328567 72074 10209 256493 140137 81198 58939 74281 71510 67308 43653 35107 94204 91806 787206 785872 721615 44806 64257
cat_boundaries=0 1 2
cat_threshold=5312 246
is_linear=0
shrinkage=0.05


Tree=85
num_leaves=31
num_cat=3
split_feature=75 64 71 92 122 136 111 20 91 19 67 55 85 40 42 57 53 77 34 136 102 79 112 39 22 31 92 53 127 136
split_gain=37.4396 12.0681 11.0471 11.1978 10.1395 10.1898 7.87386 7.53456 7.30051 7.23484 7.15375 6.35706 6.18812 5.94463 5.65401 5.19364 11.1133 5.30014 10.5582 10.6893 7.45067 10.2003 8.21867 6.57723 5.51447 5.13328 5.22158 5.0539 5.84757 5.03406
threshold=0.60310161113739025 6.4149999618530282 291.90657043457037 0.005259081721305848 -0.59480014443397511 0 -0.58745431900024403 7.4149999618530282 0.071385610848665251 10.405000209808351 11.175000190734865 2.2350000143051152 0.87485530972480785 15.250000000000002 12.050000190734865 265.41741943359381 1.8949999809265139 4.9349999427795419 12.449999809265138 1 0.43035532534122473 0.81499999761581432 0.14780378341674807 21.849999427795414 5.9249999523162851 1023.2500000000001 -0.54127049446105946 0.14500000327825549 0.93663650751113903 2
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 2 2 2 2 2 1
left_child=6 4 -3 7 5 -2 13 9 15 14 25 -10 -5 -1 -4 17 27 20 -19 24 21 -8 -23 -21 -20 29 -27 -17 -29 -6
right_child=1 2 3 12 10 -7 8 -9 11 -11 -12 -13 -14 -15 -16 16 -18 18 19 23 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.001377546617044113 0.00054739890187215589 -0.00052991286713440302 0.00063660834003277514 7.3194057259349644e-07 -5.5003143609517732e-05 -0.00071529812748066628 -0.0026740119260824898 0.0013855821893600632 0.00039810931029242024 -0.00068828641866269878 -0.0021973800080087209 0.0022980106896915899 -0.00077281412713467012 0.0055341915690051424 0.0075983132959059358 0.0034121717962970304 -0.00076810655466387804 -0.00039638259927089986 -0.00097693188785598155 0.001506780527187107 0.00023774663115513949 -0.00035794846096997153 0.0022453744832292735 0.0087344817160819096 0.0012669961902171264 -0.0065088801452588335 -0.0017844261605473673 0.00010981598115776699 0.0032245739282868386 -0.00099450221813882338
leaf_weight=10080 25941 131758 25702 106251 18712 41568 4472 21171 10210 14184 11553 7741 34168 321 295 1719 35812 16408 7699 30915 641727 42427 3265 318 4249 676 4337 11245 1740 60030
leaf_count=10080 25941 131758 25702 106251 18712 41568 4472 21171 10210 14184 11553 7741 34168 321 295 1719 35812 16408 7699 30915 641727 42427 3265 318 4249 676 4337 11245 1740 60030
internal_value=-2.52682e-06 -0.000346075 -0.000173817 5.87169e-05 -0.000698945 -0.000230119 0.000202832 0.000622231 0.000220173 0.000220028 -0.00103103 0.0012174 -0.000187494 -0.00116423 0.000715606 0.000197852 -0.000292903 0.000230841 0.000683312 0.00109358 0.000191872 -0.000394979 -0.000171924 0.00157986 -0.000178787 -0.000870142 -0.00242152 0.00086447 0.000527196 -0.000771376
internal_weight=1.32669e+06 496346 333529 201771 162817 67509 830348 61352 819947 40181 95308 17951 140419 10401 25997 801996 50516 751480 59589 43181 691891 50164 45692 31233 11948 83755 5013 14704 12985 78742
internal_count=1326694 496346 333529 201771 162817 67509 830348 61352 819947 40181 95308 17951 140419 10401 25997 801996 50516 751480 59589 43181 691891 50164 45692 31233 11948 83755 5013 14704 12985 78742
cat_boundaries=0 1 2 3
cat_threshold=806 5316 112
is_linear=0
shrinkage=0.05


Tree=86
num_leaves=31
num_cat=2
split_feature=74 22 31 7 102 133 95 12 64 52 88 93 122 55 105 24 61 39 136 12 16 24 61 72 78 33 136 83 67 19
split_gain=32.4168 11.9743 9.0778 8.06519 8.52669 9.02847 8.4792 6.89386 6.88545 6.77932 9.11364 6.22279 6.20673 5.7837 5.78202 5.76336 5.40638 5.38396 5.28903 6.80182 5.38504 13.021 6.87786 5.56082 5.2282 9.43046 9.59438 9.316 9.69861 7.54575
threshold=0.55038669705390941 5.7249999046325692 1023.3500061035157 11.34999990463257 0.54029351472854625 1016.8500061035157 -0.73375335335731495 1.5349999666213991 7.3350000381469735 6.9749999046325692 -0.35765029489994044 -0.71302974224090565 1.0000000180025095e-35 5.2850000858306894 -0.81722119450569142 187.50000000000003 0.43546389043331152 6.8500001430511483 0 1.3849999904632571 14.039999961853029 204.50000000000003 0.45282547175884252 0.73224940896034252 4.9249999523162851 12.250000000000002 1 250.09165954589847 0.79500001668930065 6.9049999713897714
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 1 2 2 2
left_child=9 12 3 4 18 6 13 11 -8 24 16 -4 -2 -6 -10 -12 -11 -5 19 -3 23 -22 -23 -20 -1 -26 -27 -28 -29 -30
right_child=1 2 7 17 5 -7 8 -9 14 10 15 -13 -14 -15 -16 -17 -18 -19 20 -21 21 22 -24 -25 25 26 27 28 29 -31
leaf_value=0.00019249348431357469 -0.00078978714172783532 -0.0016411128966210338 -0.007011618361904802 0.013690651666247361 0.00060565809138800157 -0.0021532992639559253 -0.00067971248731516691 -0.00063055010111830829 0.00094087985594289787 -0.0020675945526480309 0.0034492327357175303 -0.0018724314651280428 -0.0023999566080326715 0.0021946267154210049 2.8127321897752509e-05 0.00016771196820072884 -0.00045802481679020358 -0.00094033012945005318 0.00041299237652205685 -0.00038001029208285531 0.0013003723822230017 -0.0026686323277097597 -0.00069232014638738969 -0.00020394815286194708 -0.00039413555892747992 -0.0010939902872856445 -0.0013116542564224596 0.0031555599446687812 -8.4502864864003356e-05 0.0016213927599759113
leaf_weight=695174 51786 13657 647 63 18345 3838 22146 33710 25345 7796 1893 6574 6767 8326 55007 4564 15771 32326 55877 49251 7792 4978 38068 105464 15483 4753 3205 7145 9244 21699
leaf_count=695174 51786 13657 647 63 18345 3838 22146 33710 25345 7796 1893 6574 6767 8326 55007 4564 15771 32326 55877 49251 7792 4978 38068 105464 15483 4753 3205 7145 9244 21699
internal_value=-2.40094e-06 -0.000300732 -0.000218616 -0.00015243 -9.21562e-05 0.000236527 0.000307536 -0.000930877 0.000100889 0.000202357 -0.000534494 -0.0023329 -0.000975875 0.00110169 0.000316032 0.00112976 -0.000990473 -0.000911871 -0.000251078 -0.000653685 -0.000131673 -0.000580416 -0.000920868 9.71599e-06 0.000231593 0.000673357 0.0010323 0.001277 0.00149517 0.00111177
internal_weight=1.32669e+06 539967 481414 440483 408094 133007 129169 40931 102498 786727 30024 7221 58553 26671 80352 6457 23567 32389 275087 62908 212179 50838 43046 161341 756703 61529 46046 41293 38088 30943
internal_count=1326694 539967 481414 440483 408094 133007 129169 40931 102498 786727 30024 7221 58553 26671 80352 6457 23567 32389 275087 62908 212179 50838 43046 161341 756703 61529 46046 41293 38088 30943
cat_boundaries=0 1 2
cat_threshold=5121 4160
is_linear=0
shrinkage=0.05


Tree=87
num_leaves=31
num_cat=4
split_feature=75 64 100 92 60 122 136 56 18 103 52 7 111 91 67 136 133 0 39 52 42 136 95 55 52 52 112 40 76 136
split_gain=31.191 10.5936 10.253 10.3722 9.19158 8.99992 8.98994 7.21266 7.03859 6.83435 6.75163 6.8423 6.72268 6.46213 6.42382 6.30447 6.06357 5.86486 6.12016 5.99176 5.84598 7.09567 5.79421 5.67954 5.50408 5.43486 8.70812 5.306 5.58506 5.2603
threshold=0.60310161113739025 6.4149999618530282 0.14666651189327243 -0.031777575612068169 0.51440837979316723 -0.59480014443397511 0 179.89231109619143 11.775000095367433 0.50039947032928478 0.064999999478459372 6.6499998569488534 -0.58745431900024403 0.071385610848665251 11.175000190734865 1 1017.9500122070314 303.50000000000006 12.34999990463257 4.6250000000000009 10.84999990463257 2 -0.16788989305496213 2.2350000143051152 0.62500000000000011 8.305000305175783 -0.28400452435016627 15.250000000000002 8.4849996566772479 3
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 1
left_child=12 5 29 4 9 6 10 -6 16 -4 11 -2 27 25 -7 17 -9 18 -5 -19 21 -11 24 -15 -8 -14 -27 -1 -29 -3
right_child=1 2 3 15 7 14 22 8 -10 20 -12 -13 13 23 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0012795544832004525 0.0021574484692534666 -0.00035769781800132805 -0.0006855375367718666 -0.00082555736616417058 0.0053786077124935187 -0.00080687225730501078 0.0025953374457253135 0.00060732400147118365 0.0023091682219137447 0.0011160523248162711 -0.001326444674364132 -0.0024556987037125302 0.00020619883836609299 0.0003650012234148392 -0.0020645768026681002 -0.00041327315538715786 -0.0066441297641009747 0.0018272871098859974 0.00041657649972997869 0.00025026535923284063 0.0043941342148295674 -0.00039915210578062813 -0.00066010537631659542 0.0021608081573082469 0.00038265322437034663 -0.00075479473602077984 0.0020186019666692816 0.0075575557130330307 -0.013602619660752161 -0.0013343524569355053
leaf_weight=10080 2956 32918 18083 20281 1028 83755 3139 14824 7883 16623 20757 1104 771184 10210 11553 134225 294 8568 19405 20278 950 14425 12696 7741 26857 27659 3153 286 35 23744
leaf_count=10080 2956 32918 18083 20281 1028 83755 3139 14824 7883 16623 20757 1104 771184 10210 11553 134225 294 8568 19405 20278 950 14425 12696 7741 26857 27659 3153 286 35 23744
internal_value=-2.28131e-06 -0.000315853 -0.000154461 -2.90491e-05 0.000477147 -0.000646464 -0.000204768 0.00128103 0.0010979 9.14397e-05 -0.00096132 0.000903036 0.000185158 0.000201182 -0.000959328 -0.00021407 0.000466305 0.00017612 -0.000218199 0.000718681 0.000530532 0.000412314 0.000235188 0.00113941 0.000614205 0.000180182 -0.000470992 -0.00107803 0.00525037 -0.00076726
internal_weight=1.32669e+06 496346 333529 276867 74110 162817 67509 24029 23001 50081 24817 4060 830348 819947 95308 202757 15118 68532 39686 28846 31998 31048 42692 17951 29996 801996 30812 10401 321 56662
internal_count=1326694 496346 333529 276867 74110 162817 67509 24029 23001 50081 24817 4060 830348 819947 95308 202757 15118 68532 39686 28846 31998 31048 42692 17951 29996 801996 30812 10401 321 56662
cat_boundaries=0 1 2 3 4
cat_threshold=7184 400 583 3504
is_linear=0
shrinkage=0.05


Tree=88
num_leaves=31
num_cat=2
split_feature=52 25 17 30 136 4 60 132 81 31 136 13 4 92 76 24 64 38 18 30 131 77 36 72 86 88 84 60 60 59
split_gain=27.5709 14.2682 16.961 10.161 19.402 15.724 11.6214 11.205 9.91542 8.10964 10.3566 7.94226 8.54014 7.75333 12.3479 7.95473 7.72931 7.60698 7.43721 7.13453 7.04551 6.98426 6.88035 6.8489 6.76791 12.0753 6.58669 6.63186 6.5827 6.44351
threshold=0.66500002145767223 181.50000000000003 13.344999790191652 1015.3500061035157 0 4.6499998569488534 0.49383294582366949 1015.6499938964845 334.99899291992193 1023.5499877929689 1 1.3450000286102297 11.650000095367433 0.26557900011539465 5.4749999046325692 182.50000000000003 1.2749999761581423 17.550000190734867 6.9049999713897714 1013.7500000000001 79.500000000000014 28.474999427795414 11.650000095367433 0.46144510805606848 0.90742281079292308 -0.67659214138984669 0.87550207972526561 0.31024464964866644 0.47448168694972997 235.85194396972659
decision_type=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 2 2 2 2
left_child=8 2 17 4 18 7 9 13 20 10 23 -7 16 14 15 -6 -13 22 -3 -10 24 -21 29 -5 25 26 27 -1 -26 -2
right_child=1 3 -4 6 5 11 -8 -9 19 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0032680701577851891 0.0078554050268006218 -0.002963018130832662 0.0020425739607183055 0.00068661416779311403 0.0025110011130287397 -0.0014045823955733036 -0.00024459787875677589 -0.0012890206519984414 -0.0007076216879479193 -0.0022254886353952163 -0.0013104483757294114 0.0021717647271381336 -0.0014028966868822443 -0.00024372562446914109 0.0015519338176989798 3.4697941012301382e-05 -3.5232985825209874e-05 0.00194315870289251 -0.00072811851808214526 0.0026213630942505312 -0.0030119368274764287 0.008608784660451908 -0.0026854708229523388 -0.00058691400420159416 -0.0020818372157659893 0.00018296371301101708 0.00025950562800553916 0.0011497220664251949 0.0010473010401474048 -0.00088269338184644654
leaf_weight=5744 314 4010 14012 13020 3607 13167 207714 7197 920 9926 46748 4168 11086 15989 41557 32144 82320 1728 51920 1537 1704 713 4487 55809 6018 666040 9764 10356 2332 643
leaf_count=5744 314 4010 14012 13020 3607 13167 207714 7197 920 9926 46748 4168 11086 15989 41557 32144 82320 1728 51920 1537 1704 713 4487 55809 6018 666040 9764 10356 2332 643
internal_value=-2.16776e-06 -0.000244941 0.00103038 -0.000289939 -6.02194e-05 0.000159043 -0.000474123 0.000611899 0.000211835 -0.000854 -0.000736213 -0.000251895 -9.63471e-05 0.000758538 0.000965828 0.000284538 7.11259e-05 -0.000947142 -0.000888195 0.00300192 0.000199235 0.00451871 -0.00186456 -0.000345957 0.000207049 0.000224125 0.00128411 0.00190549 -0.00120793 0.00198435
internal_weight=1.32669e+06 621566 21184 600382 267165 211235 333217 100494 705128 125503 115577 110741 97574 93297 77308 35751 86488 7172 55930 3170 701958 2250 5444 68829 700254 691904 25864 16100 8350 957
internal_count=1326694 621566 21184 600382 267165 211235 333217 100494 705128 125503 115577 110741 97574 93297 77308 35751 86488 7172 55930 3170 701958 2250 5444 68829 700254 691904 25864 16100 8350 957
cat_boundaries=0 1 2
cat_threshold=6288 978
is_linear=0
shrinkage=0.05


Tree=89
num_leaves=31
num_cat=1
split_feature=52 112 16 136 30 4 60 80 132 65 125 39 123 35 30 130 35 31 116 25 16 24 76 77 88 22 31 109 76 84
split_gain=24.9186 12.742 17.0744 9.58019 13.2771 12.6373 9.60916 9.29856 9.11226 8.52661 8.40947 8.21686 7.51046 8.13444 7.48696 7.44746 7.15432 7.66474 7.05274 6.92373 9.32003 9.83584 8.83414 8.43328 8.31439 7.28988 6.62424 6.59259 6.87001 11.553
threshold=0.62500000000000011 -0.0087262028828264497 14.039999961853029 0 1015.3500061035157 4.9500000476837167 0.49125871062278753 336.67199707031256 1015.6499938964845 4.7750000953674325 0.58068084716796886 17.849999427795414 0.36648726463317877 7.7500000000000009 1013.7500000000001 100.50000000000001 10.949999809265138 1020.2500000000001 -0.3172925859689712 181.50000000000003 12.50999975204468 215.50000000000003 4.2349998950958261 22.804999351501468 0.066388599574565901 8.3450002670288104 1025.1499633789065 -0.75083780288696278 4.7750000953674325 0.87605780363082897
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=7 3 11 9 5 8 12 15 19 -2 -7 -3 13 -6 -9 27 -16 -18 -4 -5 22 -22 -21 24 25 -24 -15 -1 -29 -30
right_child=1 2 18 4 6 10 -8 14 -10 -11 -12 -13 -14 26 16 -17 17 -19 -20 20 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.003324154813453239 -0.0013154987851972258 -0.0012566218948443812 0.002872685433253825 0.0024411736273311684 0.0025798617276003711 -0.00074446343828325344 -0.00018096834322539471 -0.0012510970245634162 -0.0011797214746075285 -0.00037700494198420793 0.0001253472389099349 0.0020432769139529304 -0.0019215203255353273 -0.00062619441656479096 -0.00103989912369265 -0.0032073078106753007 0.0048376771078742463 0.014356420475578066 -0.0018302663928797928 -0.00041957472210239283 0.0009779457618329494 -0.00076547358653227676 0.00093220160029584657 -0.00092977916282030058 0.0034686675100388665 0.0031997805564470058 -0.0031655064294563995 0.00017109676012963356 0.00187376050473006 -6.3960998815648976e-07
leaf_weight=1325 37066 7649 9179 4883 1930 51013 169020 676 7697 69736 61036 2504 12870 87448 396 1608 1173 258 873 10985 12603 22592 40639 4513 4155 3883 2646 663431 16009 16898
leaf_count=1325 37066 7649 9179 4883 1930 51013 169020 676 7697 69736 61036 2504 12870 87448 396 1608 1173 258 873 10985 12603 22592 40639 4513 4155 3883 2646 663431 16009 16898
internal_value=-2.05987e-06 -0.000231692 0.00100347 -0.000272962 -0.000180777 0.000104735 -0.000414267 0.000202425 0.000480456 -0.000702647 -0.000270655 -0.000442779 -0.00079019 -0.000631968 0.00324451 0.000191536 0.00490791 0.00655384 0.00246424 0.000603027 0.000512702 -0.000141171 0.0008713 0.0011379 0.0013296 0.00112997 -0.000700772 0.000199369 0.000206074 0.000911241
internal_weight=1.32669e+06 624920 20205 604715 497913 223999 273914 701774 111950 106802 112049 10153 104894 92024 2503 699271 1827 1431 10052 104253 99370 35195 64175 53190 48677 44522 90094 697663 696338 32907
internal_count=1326694 624920 20205 604715 497913 223999 273914 701774 111950 106802 112049 10153 104894 92024 2503 699271 1827 1431 10052 104253 99370 35195 64175 53190 48677 44522 90094 697663 696338 32907
cat_boundaries=0 1
cat_threshold=6272
is_linear=0
shrinkage=0.05


Tree=90
num_leaves=31
num_cat=2
split_feature=97 108 113 17 60 25 123 31 9 136 32 86 25 75 17 132 31 87 132 110 36 56 136 14 38 127 34 17 17 12
split_gain=22.7286 7.67852 7.33549 11.6398 13.9211 15.1152 8.91501 7.07744 8.34299 7.17406 7.04316 6.40932 6.58999 7.99729 6.80974 8.34381 6.20885 8.42993 5.64757 5.53947 5.48015 5.0087 4.97614 4.91981 6.66113 9.91279 5.96636 5.8272 6.04258 8.19348
threshold=-0.74896493554115284 -0.81643056869506825 -0.095842104405164705 14.039999961853029 0.43144261837005621 226.50000000000003 -0.43049471080303187 1023.4500122070314 13.34999990463257 0 10.150000095367433 0.90742281079292308 225.50000000000003 0.73522675037384044 11.120000362396242 1016.9500122070314 1013.8500061035157 0.83372169733047496 1018.8500061035157 0.75218370556831371 6.9500000476837167 234.88694763183597 1 0.89499998092651378 16.750000000000004 0.36648726463317877 15.550000190734865 11.120000362396242 13.344999790191652 2.0449999570846562
decision_type=2 2 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
left_child=2 -2 3 7 5 -5 -4 8 9 -1 19 12 -12 23 15 16 17 -15 -3 -11 -10 -22 -23 -14 27 -26 -27 -25 29 -29
right_child=1 18 6 4 -6 -7 -8 -9 20 10 11 -13 13 14 -16 -17 -18 -19 -20 -21 21 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.00071658961741809702 -0.0017233992022381039 0.00018846257923886718 0.0021400102835558679 -0.00013879820159038258 -0.00049180987673772371 -0.003151856395922142 -0.00036517086814065979 -0.00093848637858062907 0.011377797413151711 -0.00041691891847895859 -0.0011752268049730207 -0.00084250693139093608 -0.00034586383682677066 -0.0012477575100918355 0.00028601745938703482 -0.0036632250189388323 -0.00075203262034882312 0.00083016024205563718 -0.0033983203078266281 -0.0024109968064413394 -0.0023216340130859854 -0.0016678992645275349 -8.9088766220953735e-05 0.00020981715110087319 0.0027271219989143587 0.0038526882129372095 -0.00056638462693853664 0.0020829277285112895 4.4337441798664146e-06 -0.00022310995096630742
leaf_weight=35019 5315 786318 7002 6669 93587 11074 7206 27145 90 28480 8743 16419 15064 6654 70382 1935 35580 18318 1099 3968 5555 7664 14291 67683 8425 895 5211 15778 9603 5096
leaf_count=35019 5315 786318 7002 6669 93587 11074 7206 27145 90 28480 8743 16419 15064 6654 70382 1935 35580 18318 1099 3968 5555 7664 14291 67683 8425 895 5211 15778 9603 5096
internal_value=8.63118e-07 0.000170672 -0.00025144 -0.000282105 -0.000735258 -0.00201935 0.000869435 -0.000158454 -0.000102857 -3.74445e-05 3.73111e-05 0.000116572 0.000175032 0.000220328 -5.12601e-05 -0.000431152 -0.000327867 0.000276482 0.000183456 -0.000660771 -0.000940079 -0.000980378 -0.000641017 0.000502788 0.000616232 0.00161536 8.13504e-05 0.000468328 0.00104243 0.00151995
internal_weight=1.32627e+06 792732 533536 519328 111330 17743 14208 407998 380853 353253 318234 285786 269367 260624 132869 62487 60552 24972 787417 32448 27600 27510 21955 127755 112691 14531 6106 98160 30477 20874
internal_count=1326268 792732 533536 519328 111330 17743 14208 407998 380853 353253 318234 285786 269367 260624 132869 62487 60552 24972 787417 32448 27600 27510 21955 127755 112691 14531 6106 98160 30477 20874
cat_boundaries=0 1 2
cat_threshold=5120 5728
is_linear=0
shrinkage=0.05


Tree=91
num_leaves=31
num_cat=3
split_feature=97 112 16 60 24 81 10 75 66 78 68 64 53 7 72 73 36 60 79 136 132 122 136 31 136 52 17 56 92 53
split_gain=20.5128 7.21401 9.47373 11.8392 19.2819 8.28897 7.0862 7.57675 8.59668 7.01317 8.14167 6.79535 7.23054 6.6835 6.63328 6.33967 6.22763 5.90977 7.11479 8.67266 5.53768 5.11693 5.0302 4.95926 5.09918 5.06541 6.4578 8.76181 4.99127 4.914
threshold=-0.74896493554115284 -0.0087262028828264497 14.039999961853029 0.43373903632164007 245.50000000000003 275.94314575195318 12.34999990463257 0.71995657682418834 24.994999885559086 45.73500061035157 337.21759033203131 3.4750000238418584 0.62500000000000011 4.1499998569488534 0.45676031708717352 0.43970192968845373 6.9500000476837167 0.43144261837005621 18.265000343322757 0 1018.8500061035157 -0.62249094247817982 1 1019.3500061035157 2 0.30500000715255743 11.120000362396242 181.28501129150393 0.082234505563974394 0.064999999478459372
decision_type=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 2
left_child=1 2 6 4 21 -3 7 11 17 20 -11 15 -13 14 -14 29 -8 18 -9 -20 -2 -4 -18 24 -19 -26 27 -27 -28 -1
right_child=9 5 3 -5 -6 -7 16 8 -10 10 -12 12 13 -15 -16 -17 22 23 19 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.0037491444566109125 0.0001812614198996431 -0.00074491109991999883 0.0010038407821066657 -0.00043385381482523327 -0.0033269976448058328 0.0020838807144838481 0.010560181871449099 -0.001305087041717662 0.00025436395821442449 -0.001807586323382977 0.0054994983414619831 0.0030392560748242884 0.0047495997399438147 7.575169547880847e-06 0.00082346125647916489 -0.00040596771386696285 -0.00010250452609013731 0.0007911357186781323 0.0025801688491625635 -0.00077375023862318471 -0.0034031804580757379 -0.0012685973164922137 -0.0012279508865465397 -0.00080647345622753865 0.0018815283817143304 0.0029981639316817117 0.00081047872037698929 -0.0011732833304311822 -0.00041206707186539125 0.00040741093331759533
leaf_weight=1161 784491 4139 4603 93400 9996 6918 121 33939 54555 6758 404 2724 1114 42925 31385 60636 16049 14201 2802 6119 1079 5364 26066 31796 2649 1328 14247 24161 20166 20972
leaf_count=1161 784491 4139 4603 93400 9996 6918 121 33939 54555 6758 404 2724 1114 42925 31385 60636 16049 14201 2802 6119 1079 5364 26066 31796 2649 1328 14247 24161 20166 20972
internal_value=8.19027e-07 -0.00023887 -0.000265616 -0.000670084 -0.00177532 0.00102497 -0.000153541 -8.29367e-05 -0.000283779 0.000162138 -0.0013954 0.000174128 0.000508516 0.000417116 0.000958041 -0.00014159 -0.000766843 -0.000477682 -0.000974807 0.000281708 0.000176338 -0.000219131 -0.000799387 -0.000281393 -6.38679e-05 -0.000258065 -0.000352726 -0.000955947 9.40675e-05 0.000582704
internal_weight=1.32627e+06 533536 522479 113363 19963 11057 409116 366880 205963 792732 7162 160917 78148 75424 32499 82769 42236 151408 42860 8921 785570 9967 42115 108548 76752 62551 59902 25489 34413 22133
internal_count=1326268 533536 522479 113363 19963 11057 409116 366880 205963 792732 7162 160917 78148 75424 32499 82769 42236 151408 42860 8921 785570 9967 42115 108548 76752 62551 59902 25489 34413 22133
cat_boundaries=0 1 2 3
cat_threshold=98 263 70
is_linear=0
shrinkage=0.05


Tree=92
num_leaves=31
num_cat=3
split_feature=52 56 13 24 16 16 88 136 33 18 64 110 127 61 24 31 122 136 109 12 136 16 76 85 32 18 119 53 98 86
split_gain=18.5706 11.8769 11.4858 14.2303 24.3567 11.8798 10.7632 10.72 10.3776 12.7982 10.6359 9.56254 13.5634 9.38863 12.3736 8.71132 7.60312 7.56867 8.92276 7.02632 6.93717 6.88821 6.86011 6.70628 6.39535 6.19845 6.18655 5.53395 5.44512 5.39266
threshold=0.92500001192092907 284.04608154296881 0.76499998569488536 196.50000000000003 13.344999790191652 14.039999961853029 0.1842528581619263 0 12.449999809265138 11.120000362396242 0.91500002145767223 0.05073260702192784 -0.33379416167736048 0.4485179483890534 244.50000000000003 1013.4500122070314 -0.49240480363368982 1 0.20535811781883243 1.1649999618530276 2 6.9049999713897714 8.0650000572204608 0.88082098960876476 17.550000190734867 14.039999961853029 0.95878320932388317 14.635000228881838 -0.93194171786308277 0.92030453681945812
decision_type=2 2 2 2 2 2 2 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=1 27 20 4 -4 7 17 8 9 22 -10 -12 15 14 -7 19 24 -6 -19 -13 -2 -9 -5 26 -14 -11 -3 29 -28 -1
right_child=2 23 3 5 6 13 -8 21 10 25 11 12 16 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00015931876153905876 0.00083578602249428967 0.0020250329410619202 -0.0013005369661734725 -0.0022579295335603744 0.0019522578738054117 -0.00024385691189431755 0.0047620980627788891 -0.0016776366455144333 0.0025282297799155522 0.00047180986464871033 -0.00056083030363880508 -0.0035616587656476977 0.00080407539445851892 -0.00044939702902916886 -0.0024849185251337789 0.0010358573115428515 -0.00010276953953673349 -0.0042225390927328292 0.00068576398051483137 0.00431499409560433 -0.0022970358833194634 -0.00034577484972908557 -0.00064823310880281204 0.00015463577044562171 -0.0022946824183384517 -0.00095561628735326516 0.02463308499110016 -0.0020487342330933367 0.0061638284617620319 -0.0017633392110263952
leaf_weight=704758 2152 9640 10186 7993 14940 10694 2409 10350 5308 42645 29428 304 52125 95038 14525 8440 63438 1044 8187 4124 9850 156498 38500 5702 1720 9256 44 2875 429 3666
leaf_count=704758 2152 9640 10186 7993 14940 10694 2409 10350 5308 42645 29428 304 52125 95038 14525 8440 63438 1044 8187 4124 9850 156498 38500 5702 1720 9256 44 2875 429 3666
internal_value=7.78552e-07 0.000170617 -0.000205332 -0.000174032 0.000778352 -0.000237652 0.00157503 -0.000114824 8.38892e-05 -0.000322474 0.000326386 0.000253147 0.000437192 -0.000676975 -0.00153461 0.00197816 0.000268121 0.00125739 0.000130507 0.00377423 -0.00173653 -0.000428368 -0.000924969 0.00152584 0.00070509 0.000217243 0.00229897 0.000140485 0.0078819 0.000149369
internal_weight=1.32627e+06 727114 599154 587152 36766 550386 26580 430129 263281 98394 164887 159579 130151 120257 25219 12868 117283 24171 9231 4428 12002 166848 46493 15815 53845 51901 10113 711299 473 708424
internal_count=1326268 727114 599154 587152 36766 550386 26580 430129 263281 98394 164887 159579 130151 120257 25219 12868 117283 24171 9231 4428 12002 166848 46493 15815 53845 51901 10113 711299 473 708424
cat_boundaries=0 1 2 3
cat_threshold=819 5219 210
is_linear=0
shrinkage=0.05


Tree=93
num_leaves=31
num_cat=3
split_feature=97 108 113 17 60 25 123 25 17 72 32 136 14 8 61 64 15 105 136 136 72 65 43 43 90 1 131 79 37 105
split_gain=17.1631 6.44077 6.29592 9.43931 11.7221 12.6243 7.77984 6.46791 7.29558 14.868 11.1495 8.27445 7.85135 7.64892 6.9658 8.27727 6.23426 6.12774 6.00638 5.68677 5.49121 5.50324 5.30495 5.13287 5.06262 4.9465 4.79733 9.9259 4.76931 4.80633
threshold=-0.74896493554115284 -0.81643056869506825 -0.095842104405164705 14.039999961853029 0.43144261837005621 224.50000000000003 -0.43049471080303187 225.50000000000003 11.120000362396242 0.68873608112335216 11.449999809265138 0 1.7150000333786013 1.0000000180025095e-35 0.73964825272560131 3.2949999570846562 1.3650000095367434 -0.78390893340110768 1 2 0.36674033105373388 6.7249999046325692 -1.0000000180025095e-35 14.250000000000002 0.041131025180220611 341.50000000000006 1.5000000000000002 1.685000002384186 6.9500000476837167 -0.69167497754096974
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 2 2 2 2 2
left_child=2 23 3 7 5 -5 -4 -1 9 10 22 -12 19 -13 15 -10 18 24 -17 -11 -15 -22 -9 -2 -14 -23 -3 -28 -24 -30
right_child=1 26 6 4 -6 -7 -8 8 14 12 11 13 17 20 -16 16 -18 -19 -20 -21 21 25 28 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0012840174552682443 -0.0019046646433920949 0.00017175583848213078 0.002006840944005306 -5.6234668792049645e-05 -0.00043159858151767516 -0.0028342634511104837 -0.00033341653405897793 0.020390463915878329 -0.00062567674475589436 -0.00045403207183473374 -0.0001304635508480999 0.0079987299511826669 -0.00012182074314219555 0.0022319072230533041 -0.00027184098632576095 0.0028318346048491717 0.00038814650268151633 -0.00097286166112467085 0.00077027890800740071 -0.0016088221520129033 0.00038512371946982922 0.0018282279585445892 0.0090943694492030304 0.0059997020046679284 0.0024705829828016862 0.0081774036832345867 -0.016321892512057259 -0.00090549984382572049 -0.00052915499461363136 -0.0022896296045394832
leaf_weight=11902 5101 780348 7002 6393 93587 11350 7206 29 17002 16906 41182 371 45809 5756 63545 5403 75813 25688 10250 28976 35433 3419 116 214 1964 337 106 6963 12471 5626
leaf_count=11902 5101 780348 7002 6393 93587 11350 7206 29 17002 16906 41182 371 45809 5756 63545 5403 75813 25688 10250 28976 35433 3419 116 214 1964 337 106 6963 12471 5626
internal_value=7.39809e-07 0.0001483 -0.000218507 -0.000246916 -0.000654993 -0.00183331 0.000819911 -0.000135565 -0.000101056 -0.000289064 0.000145681 0.000382586 -0.000670612 0.000848673 0.000143864 0.000387401 0.000575715 -0.000350106 0.00148417 -0.00118377 0.000789842 0.000578034 -0.000977649 -0.00158641 -1.52442e-05 0.0023979 0.00016001 -0.00113667 -0.00101167 -0.00107645
internal_weight=1.32627e+06 792732 533536 519328 111330 17743 14208 407998 396096 224083 104740 86498 119343 45316 172013 108468 91466 73461 15653 45882 44945 39189 18242 5315 47773 3756 787417 7069 18213 18097
internal_count=1326268 792732 533536 519328 111330 17743 14208 407998 396096 224083 104740 86498 119343 45316 172013 108468 91466 73461 15653 45882 44945 39189 18242 5315 47773 3756 787417 7069 18213 18097
cat_boundaries=0 1 2 3
cat_threshold=5441 2836 244
is_linear=0
shrinkage=0.05


Tree=94
num_leaves=31
num_cat=2
split_feature=102 78 74 94 37 113 17 123 66 136 84 17 25 60 25 4 35 75 32 17 136 133 67 17 18 54 5 63 15 58
split_gain=15.5878 9.13671 9.56578 8.2101 7.99673 7.95928 10.9438 7.43638 8.7946 6.7612 6.48975 5.852 11.7289 15.3169 10.3375 8.06569 7.15331 6.69359 10.3149 8.34266 5.83298 5.6531 5.60943 5.55878 5.37052 5.22525 5.42625 5.29431 5.14138 8.7622
threshold=0.67448627948760997 0.67500001192092907 0.35009844601154333 -0.28426313400268549 6.9500000476837167 -0.0087262028828264497 14.039999961853029 0.56638467311859142 0.75499999523162853 0 0.91105857491493236 14.039999961853029 209.50000000000003 0.43144261837005621 222.50000000000003 3.5499999523162846 13.650000095367433 0.69254416227340709 11.34999990463257 11.120000362396242 1 1016.3500061035157 4.2950000762939462 6.9049999713897714 6.9049999713897714 4.8650000095367441 8.4499998092651385 0.35896688699722296 1.3350000381469729 259.86843872070318
decision_type=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 2 2 2 2
left_child=1 22 7 25 -4 10 20 8 -3 -8 11 14 16 -14 15 -6 -13 18 23 21 -7 -19 -1 -16 -20 27 -27 -2 -26 -30
right_child=3 2 4 -5 5 6 9 -9 -10 -11 -12 12 13 -15 17 -17 -18 19 24 -21 -22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=-0.0028273758553645652 0.0013280331059219029 0.002571586256239428 0.010297592808826935 0.00012043918499860377 -9.6905322804073668e-05 0.0015121467235119359 0.0028655800527652838 -0.0022304824911003407 0.00028264813408607095 -0.00072784124372042623 -0.0011501492541912373 -0.00054787895555382651 -0.002256105602193437 -0.00048919381040481483 -0.0025054919000951146 -0.0021182426095940738 0.0013811213112818214 -0.00048068135008381263 -0.00030712577246596511 4.8273735056095015e-05 -0.0012383605065106147 -0.0026483179486766427 0.0026184750091059433 -0.00041514345123733773 0.00015666288267560677 0.0027910198072713518 -0.00041027960415967009 -0.00030344945908772239 0.0014707619701430229 0.00018324716768536873
leaf_weight=4680 10684 7231 181 711971 8794 2809 6624 1692 10000 1632 19194 8171 14344 84641 3771 11247 11670 110495 22431 128681 6089 3092 526 20307 44967 6094 1691 9302 28934 24323
leaf_count=4680 10684 7231 181 711971 8794 2809 6624 1692 10000 1632 19194 8171 14344 84641 3771 11247 11670 110495 22431 128681 6089 3092 526 20307 44967 6094 1691 9302 28934 24323
internal_value=7.03348e-07 -0.000191802 -0.000173127 0.000153337 -0.000210332 -0.000213715 0.000846748 0.000932603 0.0012432 0.00215784 -0.000247089 -0.000214128 -0.000522836 -0.000745238 -0.000124008 -0.00123128 0.000586713 -6.66676e-05 0.000202367 -0.000227391 -0.000369748 -0.000539688 -0.00227714 -0.000742525 0.00039093 0.000996749 0.00209566 0.000568699 0.000550342 0.000882741
internal_weight=1.32627e+06 586526 581320 739742 562397 562216 17154 18923 17231 8256 545062 525868 118826 98985 407042 20041 19841 387001 144733 242268 8898 113587 5206 24078 120655 27771 7785 19986 98224 53257
internal_count=1326268 586526 581320 739742 562397 562216 17154 18923 17231 8256 545062 525868 118826 98985 407042 20041 19841 387001 144733 242268 8898 113587 5206 24078 120655 27771 7785 19986 98224 53257
cat_boundaries=0 1 2
cat_threshold=1635 176
is_linear=0
shrinkage=0.05


Tree=95
num_leaves=31
num_cat=4
split_feature=73 18 32 68 0 7 31 136 60 21 90 87 136 77 65 130 52 15 34 136 4 79 80 94 34 108 16 24 136 55
split_gain=14.9467 8.54164 7.29349 9.08263 9.88069 6.82576 8.09989 8.15742 8.59738 7.36905 9.01447 5.94821 5.25453 5.25439 10.2378 8.126 6.66872 6.53929 6.48188 8.9661 5.75593 6.79385 5.84432 5.56535 5.46854 5.25912 5.25022 11.3773 5.83759 5.16444
threshold=0.46997448801994329 6.9049999713897714 10.84999990463257 319.24395751953131 342.50000000000006 11.34999990463257 1016.6499938964845 0 0.38080540299415594 6.0850000381469735 0.0640145279467106 0.86274090409278881 1 2.5649999380111699 1.1250000000000002 100.50000000000001 0.38499999046325689 0.56499999761581432 12.650000095367433 2 4.9500000476837167 19.994999885559086 271.73954772949224 -0.51884993910789479 19.849999427795414 -1.0000000180025095e-35 13.344999790191652 204.50000000000003 3 20.525000572204593
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2
left_child=13 -2 -3 5 -5 6 9 -8 -9 -4 26 12 -6 15 18 16 25 -18 19 -15 22 -22 -16 24 -24 -1 28 -28 -11 -27
right_child=1 2 3 4 11 -7 7 8 -10 10 -12 -13 -14 14 20 -17 17 -19 -20 -21 21 -23 23 -25 -26 29 27 -29 -30 -31
leaf_value=0.0032203556509860392 -0.000998726222423661 -0.00052198071078348753 -0.00039047877312906948 0.00041208691568579237 0.0057826958947161267 -0.00099500725484732706 -1.1213187172999331e-05 -0.0018864113523765107 -0.00047331214082366809 -0.00053113121337552526 0.0017907499224882719 0.0010479133975133277 -0.00073455847962698652 0.0010983052902881422 -0.00067512041701992345 -0.014214350080418617 -0.0041340881829923515 -0.00047493219400350663 0.0018351392666582169 -0.0027695959868085491 -0.00079635261604705208 0.0017635269347395983 0.002165968884741621 -3.6371306588310526e-05 0.012768499405243465 0.00014137332186938889 0.0011450955656230799 -0.00058695697476457713 0.00051117989175015587 -0.0061631297147474616
leaf_weight=1387 30691 103339 54664 23807 1928 20916 93328 12806 67492 15414 9261 2057 373 6008 4573 99 1279 26916 18823 1985 19509 2989 6327 3830 124 635975 12113 43635 104222 325
leaf_count=1387 30691 103339 54664 23807 1928 20916 93328 12806 67492 15414 9261 2057 373 6008 4573 99 1279 26916 18823 1985 19509 2989 6327 3830 124 635975 12113 43635 104222 325
internal_value=-5.70263e-07 -0.000186353 -0.000142252 -5.73181e-05 0.000812769 -0.000113803 -6.91682e-05 -0.000329149 -0.000698588 0.000119456 0.000270421 0.00300163 0.00474817 0.00015109 0.000583203 0.000109456 0.000111585 -0.000640921 0.00132858 0.000135651 4.80802e-05 -0.000456257 0.000811953 0.00147341 0.00236977 0.000144857 0.000190142 -0.000210614 0.000376886 0.000138153
internal_weight=1.3262e+06 596046 565355 462016 28165 433851 412935 173626 80298 239309 184645 4358 2301 730149 64168 665981 665882 28195 26816 7993 37352 22498 14854 10281 6451 637687 175384 55748 119636 636300
internal_count=1326195 596046 565355 462016 28165 433851 412935 173626 80298 239309 184645 4358 2301 730149 64168 665981 665882 28195 26816 7993 37352 22498 14854 10281 6451 637687 175384 55748 119636 636300
cat_boundaries=0 1 2 3 4
cat_threshold=1938 145 214 5120
is_linear=0
shrinkage=0.05


Tree=96
num_leaves=31
num_cat=1
split_feature=75 23 116 12 93 132 109 38 120 69 40 125 91 31 136 22 19 122 65 52 17 4 31 75 56 67 102 20 31 97
split_gain=13.6401 8.24733 7.4463 7.59115 5.92124 8.55453 5.78487 13.0009 9.66624 8.47496 6.95644 6.73076 6.48988 5.77876 5.58845 5.48797 7.41283 5.94811 5.34146 6.23247 6.31339 5.2758 8.3104 5.72981 5.68582 5.02728 4.97528 4.97469 6.88028 5.20122
threshold=0.60310161113739025 5.8250000476837167 0.2503704726696015 1.3849999904632571 0.012098265811800958 1016.8500061035157 0.0090402713976800459 16.94999980926514 -0.8703225553035735 248.16974639892581 1.0000000180025095e-35 -1.0000000180025095e-35 0.071385610848665251 1014.7500000000001 0 7.3650000095367441 10.405000209808351 -0.60873827338218678 13.545000076293947 6.7750000953674325 11.120000362396242 5.3500001430511483 1016.5499877929689 0.72588554024696361 231.39493560791018 12.824999809265138 -0.42691688239574427 5.2149999141693124 1010.4500122070314 -0.69723626971244801
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=6 14 21 25 5 15 7 9 10 11 26 13 -8 27 -2 16 17 -5 -6 -20 -21 22 23 -3 -23 -4 -9 28 29 -1
right_child=1 2 3 4 18 -7 12 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016927576034652945 0.00011568264451727957 0.0010386556214022553 -0.00050763038617578473 0.0013329573985837941 -0.00046459994620451253 -0.0034557126607899398 0.00013757814196506407 0.0038477133453467226 0.0015386240452243344 -0.00045279666528339672 -0.0017918249154801839 -0.0039706013075028069 0.0012333950585710302 -0.0027723959161777331 -0.0010805530387628937 0.0011794668801469309 -0.00073299888731405459 0.00010454860472629239 0.00075649221016781348 -0.00099825558199231261 9.2414803680025307e-05 -0.0018608647370302253 -0.00069202204937264663 -0.00015579140349405017 -0.00057140629593602991 -0.0025732403578170131 -0.00032546313011508045 -0.00081127620582052392 0.0015982203523294582 0.022479153658899194
leaf_weight=49 12847 15999 30370 16363 57567 1376 766028 1123 11462 19868 5309 3585 13754 3273 40718 22514 14166 24775 29257 15558 90156 10845 43383 26958 40382 3262 1962 2634 574 78
leaf_count=49 12847 15999 30370 16363 57567 1376 766028 1123 11462 19868 5309 3585 13754 3273 40718 22514 14166 24775 29257 15558 90156 10845 43383 26958 40382 3262 1962 2634 574 78
internal_value=-5.40489e-07 -0.00020783 -0.000136964 6.36877e-07 8.83412e-05 0.000452271 0.000123503 -0.000398315 0.000594547 -0.00105412 -0.000694588 -0.00222622 0.000156906 -0.00127985 -0.000793829 0.000521373 0.000253467 0.000593159 -6.13492e-05 0.000110643 -6.80999e-05 -0.000442402 -0.000203896 0.000289071 -0.000844391 -0.000707976 0.00119365 0.000184946 0.00392824 0.0144592
internal_weight=1.3262e+06 496496 442931 305364 271732 79194 829699 49917 19856 30061 8394 10193 779782 6608 53565 77818 55304 41138 192538 134971 105714 137567 86340 42957 51227 33632 3085 3335 701 127
internal_count=1326195 496496 442931 305364 271732 79194 829699 49917 19856 30061 8394 10193 779782 6608 53565 77818 55304 41138 192538 134971 105714 137567 86340 42957 51227 33632 3085 3335 701 127
cat_boundaries=0 1
cat_threshold=310
is_linear=0
shrinkage=0.05


Tree=97
num_leaves=31
num_cat=2
split_feature=72 22 52 28 64 7 67 100 92 18 135 30 136 66 12 127 109 82 76 8 110 105 79 66 69 106 99 136 11 29
split_gain=12.4938 9.93843 13.5835 9.82887 7.60499 8.7059 7.77782 7.33722 7.77203 8.13305 8.04112 7.68872 6.85112 6.6837 6.64292 6.37297 6.28348 6.4006 6.20555 12.6613 8.79704 8.19524 7.28084 6.67164 6.92197 6.72127 6.10187 8.05739 5.96229 7.67672
threshold=0.48640400171279913 5.4249999523162851 0.62500000000000011 1011.7500000000001 5.4249999523162851 11.550000190734865 7.9349999427795419 0.15129107236862185 0.035715259611606605 11.775000095367433 1018.3500061035157 1014.8500061035157 0 29.195000648498539 0.70499998331069957 0.8038262426853181 0.15435431897640231 333.49911499023443 3.1650000810623173 7.4500000476837167 0.42918713390827185 -0.80250495672225941 0.69499999284744274 1.1150000095367434 297.93395996093756 0.70086973905563366 -0.70135384798049916 1 1.0000000180025095e-35 1013.3500061035157
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=18 -2 3 -3 6 7 12 -6 9 10 11 16 15 -10 -5 -4 -9 26 20 21 22 28 -1 25 -25 -21 -18 -28 -20 -30
right_child=1 2 4 14 5 -7 -8 8 13 -11 -12 -13 -14 -15 -16 -17 17 -19 19 23 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0034642050904656533 -0.00087546922540198552 -0.00068691306034036588 0.00026468695047169232 -0.0017184707034518154 -0.00046700675364585721 -0.00087988195152453137 -0.0015448140452288832 -0.0018736594339924498 -0.00024704339988828211 0.0013684048821608714 -0.0054639824991583727 -0.00032110574550023557 -0.00074879135681461578 0.00039776553144419677 0.0018032950648571547 -0.00097473762629991941 0.00065219529088417823 -0.0036467292362734743 0.0056185896769377942 0.00098504228970948274 0.00012573013940550573 0.00042636046416252843 -0.00055786725396495755 -0.0010639442251905425 0.0010921824959533282 -0.016862485025359211 0.0034586611807117524 0.00019394314498749678 0.003133808020471611 0.00093204952948635711
leaf_weight=2391 46375 6546 49752 1444 64146 29421 15493 2169 135029 21009 611 29185 57535 57217 18413 13103 29426 761 1086 11254 650961 14512 21824 17102 4758 53 4930 3075 6509 10105
leaf_count=2391 46375 6546 49752 1444 64146 29421 15493 2169 135029 21009 611 29185 57535 57217 18413 13103 29426 761 1086 11254 650961 14512 21824 17102 4758 53 4930 3075 6509 10105
internal_value=-5.13825e-07 -0.000173088 -0.000112686 0.000993299 -0.000169624 -5.40279e-05 -0.000490321 1.58812e-05 0.000125176 0.0005054 0.000246968 0.000297141 -0.000354618 -5.51329e-05 0.00154719 6.31063e-06 0.000744195 0.000892869 0.00013596 0.000601086 9.09209e-05 0.00130714 -0.00084484 -8.46328e-05 -0.000594646 0.000901384 0.000985162 0.00220913 0.00202927 0.00179465
internal_weight=1.3262e+06 585640 539265 26403 512862 376979 135883 347558 283412 91166 70157 69546 120390 192246 19857 62855 40361 38192 740555 65379 675176 32212 24215 33167 21860 11307 37431 8005 17700 16614
internal_count=1326195 585640 539265 26403 512862 376979 135883 347558 283412 91166 70157 69546 120390 192246 19857 62855 40361 38192 740555 65379 675176 32212 24215 33167 21860 11307 37431 8005 17700 16614
cat_boundaries=0 1 2
cat_threshold=4710 770
is_linear=0
shrinkage=0.05


Tree=98
num_leaves=31
num_cat=3
split_feature=75 23 0 136 39 32 108 31 52 64 38 67 110 52 136 94 25 15 23 39 136 73 127 67 0 86 105 23 67 11
split_gain=11.5353 7.2099 6.99179 7.62787 9.42093 7.11219 6.58169 6.13967 8.22935 5.85126 9.03598 7.16377 5.5533 9.16977 12.9321 7.66041 9.69856 7.31533 9.40127 7.29856 7.23721 7.00079 6.84361 6.20617 6.03971 5.71483 5.70309 5.528 5.43216 5.34267
threshold=0.60310161113739025 5.8250000476837167 165.50000000000003 0 8.7500000000000018 11.250000000000002 0.93797463178634655 1014.3500061035157 13.614999771118166 10.034999847412111 16.94999980926514 11.025000095367433 0.0081325918436050432 0.18500000238418582 1 -0.16858211904764173 180.50000000000003 1.4750000238418581 5.4649999141693124 19.849999427795414 2 0.44872823357582098 -0.46173103153705591 1.3149999976158144 234.50000000000003 0.85282021760940563 -0.17356511205434796 4.5050001144409189 0.91500002145767223 13.84999990463257
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=12 -2 9 5 -5 -4 29 8 -6 10 11 -3 13 14 26 16 -14 20 23 -15 27 -16 -20 -19 -21 -17 -1 -18 -23 -7
right_child=1 2 3 4 7 6 -8 -9 -10 -11 -12 -13 15 19 21 25 17 18 22 24 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023505734236842287 -0.0007390167368660982 -0.00061834694915325554 -0.00021089224613433995 0.011347599316451868 0.00056446439029956218 0.00056574356800172091 0.0022190716563959961 -0.00044127988324827496 -0.00097701807981876647 -0.00014074819076609203 0.0014004170128516487 -0.0019057857609286388 0.002361992795208016 -0.00087892886893707806 0.0047509717142367397 0.0001170504049309302 0.0036741625339628617 0.0011778539712669839 0.0055500505681857623 0.0031240887522190567 -0.00047039514452282467 -0.00055417274491161104 0.0014971608822128145 -0.0011544292436915385 -0.00027353055270271364 -0.00068473125601012006 -0.013122605514146535 0.00052398189582464447 0.0044247910098867719 -0.00098964404195307407
leaf_weight=624 53565 44106 44624 176 39536 74963 5631 107161 11086 90914 4463 14311 7069 38779 2012 669115 1492 5287 1107 2166 28173 1936 17627 6194 3302 22988 153 20911 764 5960
leaf_count=624 53565 44106 44624 176 39536 74963 5631 107161 11086 90914 4463 14311 7069 38779 2012 669115 1492 5287 1107 2166 28173 1936 17627 6194 3302 22988 153 20911 764 5960
internal_value=-4.8704e-07 -0.000191113 -0.000124854 2.00283e-05 -0.000214 0.000301829 0.000566203 -0.00022691 0.000226886 -0.000397235 -0.000768073 -0.000933744 0.000113585 -0.000398671 0.00152889 0.00014625 0.000586043 0.000430652 0.00104621 -0.000637792 6.29091e-05 0.00251305 0.00173665 -8.04129e-05 0.00107234 9.04195e-05 -0.00441489 0.000733451 0.00085469 0.000451189
internal_weight=1.3262e+06 496496 442931 289137 157959 131178 86554 157783 50622 153794 62880 58417 829699 49736 5489 779963 87860 80791 30215 44247 50576 4712 18734 11481 5468 692103 777 22403 2700 80923
internal_count=1326195 496496 442931 289137 157959 131178 86554 157783 50622 153794 62880 58417 829699 49736 5489 779963 87860 80791 30215 44247 50576 4712 18734 11481 5468 692103 777 22403 2700 80923
cat_boundaries=0 1 2 3
cat_threshold=916 675 2166
is_linear=0
shrinkage=0.05


Tree=99
num_leaves=31
num_cat=2
split_feature=99 134 57 6 18 26 39 72 136 60 81 60 126 107 23 56 52 64 86 52 52 35 110 4 39 107 38 54 136 14
split_gain=10.615 5.85103 6.82497 4.88047 5.27065 9.64907 5.10964 4.97442 6.94685 5.63275 5.5512 7.35089 7.17671 5.13843 4.67299 4.66627 5.79132 8.16485 7.51199 5.4776 4.70519 5.66824 4.39814 8.24717 7.68891 7.37533 6.13523 7.11479 5.47785 5.39766
threshold=-0.88449639081954945 1017.7500000000001 210.98939514160159 11.550000190734865 14.039999961853029 184.50000000000003 13.750000000000002 0.76987707614898693 0 0.41332770884037023 297.88714599609381 0.5301099717617036 0.44618082046508795 -0.68331152200698841 6.7249999046325692 234.05200958251956 0.85500001907348644 3.8549998998641972 0.86206728219985973 0.10500000044703485 4.555000066757203 11.150000095367433 -0.037176936864852898 4.0499999523162851 20.150000572204593 -0.85420256853103627 18.050000190734867 4.7349998950958261 1 0.78499999642372142
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 1 2
left_child=3 22 -3 4 7 6 -6 8 15 -9 11 -10 13 14 -12 -1 18 -18 -17 -20 21 -19 23 24 -2 26 27 28 -24 -28
right_child=1 2 -4 -5 5 -7 -8 9 10 -11 12 -13 -14 -15 -16 16 17 20 19 -21 -22 -23 25 -25 -26 -27 29 -29 -30 -31
leaf_value=-3.6157442969950196e-05 -0.00018451762824729905 -0.0078648125311521679 -0.0010422316292300101 -0.0010599770598797747 -0.00063734149533260049 -0.00068096791511725757 0.0025615708907066053 -0.0013970799988636468 -0.0013330576094104023 -0.00021670103075476139 0.0025088410528504505 0.00039028578349516803 -0.0003268357353314582 -0.0023553924457864303 0.00025149333515432463 0.0026351485423680363 -0.00057197898598739319 -0.00016743422761429316 0.002419889712807865 -0.00067490649468095122 0.00036726780158811051 0.0026041583249229432 0.00057664027182739697 -0.0012006055797256169 0.0024638766653152051 7.7201609994594639e-05 -0.0012196567262150436 0.00099206882158423839 -0.00079987858950769479 0.0026696204655792324
leaf_weight=36761 14654 394 5263 16966 1891 77809 3673 11295 20110 96083 5573 8938 25208 909 3895 7580 14109 2556 2110 4435 13562 6629 14685 18079 3371 857957 1059 30768 14213 5660
leaf_count=36761 14654 394 5263 16966 1891 77809 3673 11295 20110 96083 5573 8938 25208 909 3895 7580 14109 2556 2110 4435 13562 6629 14685 18079 3371 857957 1059 30768 14213 5660
internal_value=-4.62867e-07 8.58989e-05 -0.00151741 -0.000232166 -0.000191234 -0.000537128 0.00147438 -8.02126e-05 0.000103467 -0.000340864 -0.000289869 -0.000802789 0.000128746 0.00123545 0.0015802 0.000393197 0.00070287 0.000372961 0.00156369 0.000322805 0.000959067 0.00183288 9.53424e-05 -0.000446043 0.00031078 0.000116488 0.000624229 0.000462927 -0.000100455 0.00205662
internal_weight=1.3262e+06 966103 5657 360092 343126 83373 5564 259753 152375 107378 64633 29048 35585 10377 9468 87742 50981 36856 14125 6545 22747 9185 960446 36104 18025 924342 66385 59666 28898 6719
internal_count=1326195 966103 5657 360092 343126 83373 5564 259753 152375 107378 64633 29048 35585 10377 9468 87742 50981 36856 14125 6545 22747 9185 960446 36104 18025 924342 66385 59666 28898 6719
cat_boundaries=0 1 2
cat_threshold=2992 2133
is_linear=0
shrinkage=0.05


Tree=100
num_leaves=31
num_cat=4
split_feature=99 6 89 16 24 60 85 31 136 34 116 37 39 15 122 79 41 81 58 16 79 136 55 61 52 136 109 84 56 136
split_gain=9.94811 5.81313 6.3196 5.91604 12.3234 20.6921 7.9644 7.9482 7.44404 6.5124 6.09392 6.97592 6.35648 8.40178 6.06158 5.91114 6.41795 6.96792 5.50513 5.41728 12.6293 7.88469 7.73684 6.88669 6.22203 9.61979 6.46198 6.13945 5.32354 5.07202
threshold=-0.72010934352874745 11.750000000000002 -0.55141803622245777 13.344999790191652 209.50000000000003 0.43144261837005621 0.81189432740211498 1023.6499938964845 0 17.44999980926514 -0.59480014443397511 14.250000000000002 13.34999990463257 1.3849999904632571 -0.59480014443397511 1.685000002384186 11.34999990463257 294.52925109863287 221.86011505126956 11.120000362396242 12.534999847412111 1 4.5050001144409189 0.74535498023033153 5.3350000381469735 2 0.89119812846183788 0.84836822748184215 203.18198394775393 3
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 1
left_child=1 3 -3 7 6 -6 9 8 -1 14 12 15 13 -10 -5 -12 19 -18 -7 20 21 22 -17 -21 25 27 -27 -22 -26 -13
right_child=-2 2 -4 4 5 18 -8 -9 10 -11 11 29 -14 -15 -16 16 17 -19 -20 23 24 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.000670836482630078 0.00011301345880326092 -0.00052817103769718947 -0.0025408150806421519 0.00061447999109437489 -0.0020181114882564764 -0.0015172704592030938 0.0013828223371659283 -0.00097381273306309439 0.0029683285039189917 0.0025769674553427304 0.0016905515458673762 -0.00098241649136823414 -0.0022112494199949852 -0.0013484297381914669 -0.0015839482798022031 -0.0022314658420258256 -0.00090561099110503685 0.0043430278934344342 -0.00022078447604527551 0.00068271047789868926 -0.00016181177473737258 -0.00036057051725010982 -0.00027612149341422847 -0.00038209568996316179 0.0021475101520938176 -0.00020875847833371543 0.0030371045848056558 0.0020726609783215111 -0.0010750349397986401 0.00059020062719301143
leaf_weight=32499 768084 22458 4720 5437 20690 8805 14859 20181 1802 1776 4979 5412 5586 3010 7407 14485 1014 1680 116827 39959 4148 37638 7774 24492 1438 27764 1623 11874 11781 94973
leaf_count=32499 768084 22458 4720 5437 20690 8805 14859 20181 1802 1776 4979 5412 5586 3010 7407 14485 1014 1680 116827 39959 4148 37638 7774 24492 1438 27764 1623 11874 11781 94973
internal_value=-3.6574e-06 -0.000164516 -0.000877707 -0.000127938 -0.000365045 -0.000552944 0.000567613 -1.02256e-05 4.80084e-05 -0.000260922 0.000125529 0.000168027 -0.00106385 0.000268112 -0.000653331 -9.60273e-06 -5.51947e-05 0.00236748 -0.00031165 -9.08644e-05 -0.000291484 -0.000802112 -0.00154786 0.000278074 0.000230197 0.000508111 -2.94843e-05 0.00149324 -0.000724477 0.000505378
internal_weight=1.32518e+06 557091 27178 529913 175801 146322 29479 354112 333931 14620 301432 291034 10398 4812 12844 190649 185670 2694 125632 182976 118525 59897 22259 64451 58628 45409 29387 16022 13219 100385
internal_count=1325175 557091 27178 529913 175801 146322 29479 354112 333931 14620 301432 291034 10398 4812 12844 190649 185670 2694 125632 182976 118525 59897 22259 64451 58628 45409 29387 16022 13219 100385
cat_boundaries=0 1 2 3 4
cat_threshold=5120 771 354 64
is_linear=0
shrinkage=0.05


Tree=101
num_leaves=31
num_cat=1
split_feature=99 132 92 59 135 83 60 55 72 12 83 8 86 20 31 34 16 69 88 82 59 83 41 124 136 32 77 116 90 123
split_gain=9.01365 5.83593 4.69422 4.46882 8.76987 5.45361 5.39724 5.26571 8.66304 6.30667 5.54257 5.20316 6.57337 5.02798 4.86792 4.63663 4.61924 4.65202 4.11731 5.28176 4.00235 5.64316 4.97564 4.97937 4.50848 5.60645 3.74998 9.08867 4.45438 5.86372
threshold=-0.85366481542587269 1017.7500000000001 -0.91911646723747242 70.695003509521499 1016.0499877929689 268.56286621093756 1.0000000180025095e-35 0.11499999836087228 0.6116064488887788 0.85500001907348644 247.11089324951175 3.2500000000000004 0.78221607208251964 8.7150001525878924 1018.1499938964845 16.050000190734867 6.9049999713897714 323.88114929199224 0.22018303722143176 327.92327880859381 180.13549804687503 291.30052185058599 11.250000000000002 0.96811076998710643 0 12.949999809265138 38.405000686645515 0.96811076998710643 0.020030682906508449 0.095842104405164733
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=3 26 -3 4 5 -1 13 8 9 10 11 -5 -13 -7 -11 -10 -9 20 -19 -20 21 -18 24 -24 25 -23 28 -28 -2 -30
right_child=1 2 -4 7 -6 6 -8 16 15 14 -12 12 -14 -15 -16 -17 17 18 19 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0001959806493434648 8.8282172383403185e-05 -0.0094974179758116981 -0.0013830268613478404 -0.0089287133468309333 0.016091098293554092 -0.0064008684239693489 -0.0021607854263937911 -0.0008216920252200621 0.00058311543174229593 0.005415849633941568 -0.00087985277525972976 0.041356941685080528 0.0067472267868545132 -0.028111085694815432 -0.003010082445503708 -0.0032107689667168846 -0.00084377680143377467 0.0015445049212518096 0.0026371303437785669 0.021156616207389609 -0.00020416715142938685 -0.00041758726703533403 0.0040177838129845135 0.018259238220082644 -0.00017090809199075214 0.0031341751662375067 -0.00099104582074707672 0.0040956145206268351 0.0011712052891565236 -0.0011833747977381352
leaf_weight=2031 876487 186 4269 20 69 561 2761 28198 3352 1943 1060 23 34 28 188 1060 4303 1956 99 63 350454 1589 288 78 3951 3694 14446 935 17948 3101
leaf_count=2031 876487 186 4269 20 69 561 2761 28198 3352 1943 1060 23 34 28 188 1060 4303 1956 99 63 350454 1589 288 78 3951 3694 14446 935 17948 3101
internal_value=-3.47507e-06 8.34682e-05 -0.00172181 -0.000199058 -0.00162121 -0.00184833 -0.00308774 -0.000179795 0.00111689 0.00306808 6.10353e-05 0.0130135 0.0207126 -0.00743293 0.0046725 -0.00032838 -0.000205027 -0.000157578 0.00217894 0.00983915 -0.00017116 0.000660843 0.00133526 0.00705285 0.00110863 0.00206199 9.22779e-05 -0.000681831 0.000105544 0.000824322
internal_weight=1.32518e+06 917372 4455 407803 5450 5381 3350 402353 7680 3268 1137 77 57 589 2131 4412 394673 366475 2118 162 364357 13903 9600 366 9234 5283 912917 15381 897536 21049
internal_count=1325175 917372 4455 407803 5450 5381 3350 402353 7680 3268 1137 77 57 589 2131 4412 394673 366475 2118 162 364357 13903 9600 366 9234 5283 912917 15381 897536 21049
cat_boundaries=0 1
cat_threshold=551
is_linear=0
shrinkage=0.05


Tree=102
num_leaves=31
num_cat=3
split_feature=52 56 14 112 16 72 36 22 89 136 123 17 64 57 4 127 120 34 8 136 136 55 25 35 17 66 79 2 21 30
split_gain=8.53983 11.5367 8.43909 9.47268 13.2333 8.42016 7.17197 7.63348 6.97642 6.76958 11.7342 9.41004 8.29431 7.42596 6.6766 6.54146 6.36892 5.98183 5.96131 5.88698 5.70267 5.66411 5.33826 6.39471 7.50249 5.46564 5.17741 5.11871 5.00011 4.91938
threshold=0.46500000357627874 246.30451202392581 0.6850000023841859 0.04361772537231446 13.344999790191652 0.43339876830577856 11.34999990463257 5.2950000762939462 0.096310198307037367 0 -0.5663846731185912 6.9049999713897714 0.59499999880790722 146.26792907714847 1.0000000180025095e-35 0.9536806344985963 -0.89490029215812672 12.650000095367433 1.8499999642372134 1 2 0.85500001907348644 264.50000000000006 11.84999990463257 11.120000362396242 1.435000002384186 2.9550000429153447 165.50000000000003 4.6949999332427987 1016.2500000000001
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 9 6 18 7 -5 29 10 12 14 -4 -13 -11 -7 -14 -18 -3 21 -2 -8 27 24 -24 26 -25 -12 -20 -6
right_child=2 5 3 4 8 15 19 -9 -10 11 22 13 16 -15 -16 -17 17 -19 28 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=8.2552851195886147e-05 0.001230647270463397 0.011335374360676474 0.0035442275535215403 0.015081936281613424 0.0023133042024768391 0.00055146145175219603 -0.0064541540965505047 0.0013106340536802649 0.0047363830504849481 0.0022633916415980442 -0.001377785906706908 -0.0017201162327183106 -0.00057835115371958855 -0.00019520443301340276 -0.0016231065846634642 0.0034918991379360702 6.180659598973918e-05 0.00091543375813595755 0.00024828121998055666 -0.0024871411934206506 -0.0023688604237084576 0.0024286492799588701 -0.001386345277327782 -0.0013151903354105187 -7.997127554214151e-05 4.1812007928623292e-05 0.0019810331995623802 -0.00019228791827697133 0.0049685405930121459 -0.00024837789872527946
leaf_weight=667286 1320 246 2139 131 5839 16169 208 434 2051 1178 17103 8204 14310 297289 17842 2142 35010 49596 910 3737 6527 1308 17214 1450 30398 94762 6677 19472 1463 2760
leaf_count=667286 1320 246 2139 131 5839 16169 208 434 2051 1178 17103 8204 14310 297289 17842 2142 35010 49596 910 3737 6527 1308 17214 1450 30398 94762 6677 19472 1463 2760
internal_value=-3.30138e-06 0.000118809 -0.000135238 -0.000114912 0.00106847 0.00127471 -0.000849185 0.00450363 0.00211607 -0.000146722 2.96699e-05 -0.000303329 0.000463813 -0.000236156 -0.0013824 0.000895431 0.000397201 0.000562202 0.00392647 -0.00142492 -0.00176481 0.00120197 -0.000204845 -7.31755e-05 -0.000552288 0.000148534 0.00139293 -0.000746644 0.00315841 0.00149109
internal_weight=1.32518e+06 688216 636959 629112 16468 20930 5818 565 10650 612644 288131 324513 101055 305493 19020 18311 98916 84606 2619 5253 7847 1516 187076 150501 47612 102889 8127 36575 2373 8599
internal_count=1325175 688216 636959 629112 16468 20930 5818 565 10650 612644 288131 324513 101055 305493 19020 18311 98916 84606 2619 5253 7847 1516 187076 150501 47612 102889 8127 36575 2373 8599
cat_boundaries=0 1 2 3
cat_threshold=818 4144 214
is_linear=0
shrinkage=0.05


Tree=103
num_leaves=31
num_cat=3
split_feature=72 18 83 52 54 78 136 68 92 18 136 23 130 85 12 61 52 21 11 10 4 33 67 82 28 77 32 75 118 136
split_gain=7.8165 7.85873 11.4307 6.55047 9.3308 9.58223 7.86124 6.69314 11.0523 8.77245 6.58453 6.05599 6.02302 7.90029 5.89051 5.48381 5.48207 5.46842 8.7739 5.26225 5.3008 5.69052 5.1239 5.11721 5.08017 5.01038 5.87851 4.9929 4.93258 4.85189
threshold=0.53652283549308788 7.4149999618530282 334.91609191894537 0.92500001192092907 2.3649998903274541 12.805000305175783 0 278.53877258300787 -0.21159716695547101 10.405000209808351 1 8.6350002288818377 53.500000000000007 0.80489292740821849 1.4049999713897707 0.59713736176490795 2.6149998903274541 7.3650000095367441 1.0000000180025095e-35 1.0000000180025095e-35 8.2500000000000018 10.650000095367433 29.134999275207523 274.57035827636724 1011.5499877929689 2.6250000000000004 11.84999990463257 0.69926515221595775 -0.58068084716796864 2
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 1
left_child=12 2 -2 6 5 23 15 -6 10 16 14 24 -1 -14 -9 25 -10 18 -12 -16 21 -21 -18 -5 27 -3 -27 -8 -7 -30
right_child=1 3 -4 4 7 28 11 8 9 -11 17 -13 13 -15 19 -17 22 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00010838410223395182 -0.0010330252395127756 -0.0016483313640529931 0.0033263118733810621 -0.00036352795838678155 -0.00041823177682579079 -0.0035259225904263492 0.0010341819795260511 -0.00095278818565021632 0.00084173217768840022 2.251169367446557e-05 0.0087882910437661974 0.0078827644998102787 -0.006357728262901219 -0.00067095376173367154 -0.0012797558365752132 0.0093285325259785164 -0.0014725327463693022 0.0019867440889467171 0.00052322119458999205 -0.0024165091573692607 -0.00065395110165566202 0.0012764135748098546 0.0001192267993113907 -0.0013734130223620146 0.00045632690677369515 0.0003510291873671198 0.0034303845009665207 -0.0018260343717720444 0.0010032695870996465 -0.00039537578174447628
leaf_weight=772008 35632 966 1570 19483 93139 878 2123 9080 4124 192133 326 253 796 2624 3672 244 22082 11752 21361 1099 5466 20531 6557 35219 25352 2565 3916 5424 12104 12696
leaf_count=772008 35632 966 1570 19483 93139 878 2123 9080 4124 192133 326 253 796 2624 3672 244 22082 11752 21361 1099 5466 20531 6557 35219 25352 2565 3916 5424 12104 12696
internal_value=-3.13768e-06 -0.000147359 -0.000849052 -9.64278e-05 -0.000149025 -0.000639695 0.000511029 -4.82388e-05 6.73305e-05 -0.000106441 0.000600583 0.000176536 9.91092e-05 -0.00199454 0.000166221 0.00195009 -0.000862662 0.00111781 0.000647462 0.000496508 0.000737223 0.00108878 -0.00110809 -0.00101373 0.000117328 0.00171096 0.00221166 -0.00102144 0.000157107 0.000287499
internal_weight=1.32518e+06 549747 37202 512545 471702 80380 40843 391322 298183 224896 73287 33152 775428 3420 39848 7691 32763 33439 21687 30768 27096 21630 28639 54702 32899 7447 6481 7547 25678 24800
internal_count=1325175 549747 37202 512545 471702 80380 40843 391322 298183 224896 73287 33152 775428 3420 39848 7691 32763 33439 21687 30768 27096 21630 28639 54702 32899 7447 6481 7547 25678 24800
cat_boundaries=0 1 2 3
cat_threshold=54 5521 866
is_linear=0
shrinkage=0.05


Tree=104
num_leaves=31
num_cat=3
split_feature=73 17 80 3 136 39 33 60 39 30 93 40 130 86 136 60 108 3 115 53 88 122 136 77 83 130 67 35 9 106
split_gain=7.0844 7.13933 6.95088 5.86265 8.63501 11.1146 6.4406 5.4298 5.31162 4.95533 5.94437 5.93514 4.70531 4.69484 4.64929 4.92769 4.62397 6.14378 5.9053 4.5585 4.43852 4.40351 4.66993 4.2729 8.92207 7.90153 7.24258 6.92825 7.05613 6.67091
threshold=0.49902085959911352 7.4149999618530282 336.67199707031256 169.50000000000003 0 8.8499999046325701 12.449999809265138 0.48400303721427923 17.150000572204593 1014.0499877929689 -0.25795076787471766 9.1500000953674334 334.50000000000006 0.92030453681945812 1 0.4516813606023789 0.22685996443033221 318.50000000000006 -0.63605400919914235 0.10500000044703485 -0.6581585407257079 -0.55191597342491139 2 3.8249999284744267 250.09165954589847 71.500000000000014 1.1150000095367434 13.550000190734865 12.449999809265138 -0.95940333604812611
decision_type=2 2 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
left_child=12 2 -2 7 6 -6 -5 8 -3 10 13 14 23 -7 -11 -16 20 -18 21 -20 -8 -19 -23 25 -25 -1 27 29 -29 -26
right_child=1 3 -4 4 5 9 16 -9 -10 11 -12 -13 -14 -15 15 -17 17 18 19 -21 -22 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=6.843730586501693e-05 -0.0009065482078657117 -0.00085692148848858635 0.0024836679079910467 1.7114474021938071e-05 0.0094106257831725309 0.00079912947162152209 0.00013525738559493083 -0.0001279876484744119 0.00080166977646086736 0.0012574929102127875 -0.00036525074990346795 -0.0018517828234313402 -0.0043387290701783245 -0.002998277729961306 -0.00094526838476968137 -0.00018467967984143544 0.0013323985687974684 0.00070275539249323052 0.010438368803002349 0.0012561762446571039 -0.0025060926273275186 0.00044066260292640013 -0.0013305394233251529 -0.0012039397943759971 -0.0040248144914940961 -0.0094304587548762388 0.00030250541491836074 0.0027582216553017711 -0.0019433693719726275 0.00087913387703038217
leaf_weight=684103 38928 53998 1573 103223 299 26224 9267 125393 5301 4402 27213 6832 597 840 29679 75387 28594 11590 137 10100 1920 6396 8883 6915 762 219 38292 9525 871 7712
leaf_count=684103 38928 53998 1573 103223 299 26224 9267 125393 5301 4402 27213 6832 597 840 29679 75387 28594 11590 137 10100 1920 6396 8883 6915 762 219 38292 9525 871 7712
internal_value=-2.98057e-06 -0.00013479 -0.000774877 -8.63948e-05 3.35949e-05 -0.000221015 0.000275148 -0.000314422 -0.000708653 -0.000237911 0.000156572 -0.000422015 9.84162e-05 0.000681267 -0.000332782 -0.000399492 0.000621602 0.000781604 0.00035716 0.00137906 -0.000318072 -3.21809e-05 -0.000589672 0.000101956 0.000492387 6.53974e-05 0.000697594 0.00149933 0.00236431 0.00043816
internal_weight=1.32518e+06 576179 40501 535678 350986 170876 180110 184692 59299 170577 54277 116300 748996 27064 109468 105066 76887 65700 37106 10237 11187 26869 15279 748399 64077 684322 57162 18870 10396 8474
internal_count=1325175 576179 40501 535678 350986 170876 180110 184692 59299 170577 54277 116300 748996 27064 109468 105066 76887 65700 37106 10237 11187 26869 15279 748399 64077 684322 57162 18870 10396 8474
cat_boundaries=0 1 2 3
cat_threshold=918 32 400
is_linear=0
shrinkage=0.05


Tree=105
num_leaves=31
num_cat=1
split_feature=99 135 110 4 39 107 12 127 24 31 15 73 43 121 12 81 53 30 110 123 136 79 52 66 35 35 22 114 56 22
split_gain=8.55112 4.97763 4.59672 5.90262 6.73148 5.60843 6.35943 6.43294 6.86084 5.6056 5.13494 5.11335 6.94639 6.44321 5.95988 5.60237 5.25061 4.95464 4.87986 4.77609 4.67965 4.98725 6.2511 5.03516 4.91065 4.60689 4.97095 4.38471 5.76988 4.19486
threshold=-0.9340175688266753 1011.5499877929689 -0.037176936864852898 3.5499999523162846 17.550000190734867 -0.79520961642265309 0.70499998331069957 0.04361772537231446 177.50000000000003 1019.0499877929689 0.70499998331069957 0.55730533599853527 10.84999990463257 -0.5663846731185912 1.935000002384186 300.76847839355474 0.18500000238418582 1033.850036621094 -0.39864183962345118 -0.18222858756780622 0 17.134999275207523 10.72499990463257 0.7150000035762788 20.44999980926514 17.44999980926514 7.8849999904632577 -0.8338540494441985 111.71417617797853 7.1449999809265146
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 4 10 6 -4 9 25 -8 -2 15 13 -13 17 -7 19 -15 -6 -16 29 23 -23 24 -22 -9 -27 -5 -29 -10
right_child=1 -3 5 27 18 11 7 8 20 -11 -12 12 -14 14 16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00025750288816698435 -0.0033925200651421013 -0.00067464466702740007 -0.0021450660448259595 -0.00030800695128353094 0.0041563446123360345 7.4558504306250988e-05 0.0011544827976881201 0.001600449873675525 -0.00080449858880692103 -0.00019481062709986074 -0.00010926173320608773 0.00015172146172504414 0.0020229220387288712 -0.0010968982853888491 -0.00037805878978868786 0.00076173760937745373 -0.00031132098405987262 0.022118188787008761 0.00084321859345908023 0.0050017550956668721 0.0016743332719895568 0.0020384615516170429 -0.00020390707749412291 2.5274113613902478e-05 0.013257109518460137 0.0043267382709797431 0.015972470080739362 -0.007601625788675773 -0.00135531415390709 0.00021008326921093023
leaf_weight=266366 1329 22601 2469 16454 1342 645306 39089 2177 20011 9585 11458 57226 3393 31604 761 31089 58842 23 6468 901 3450 8807 4803 45753 94 467 114 381 12475 20754
leaf_count=266366 1329 22601 2469 16454 1342 645306 39089 2177 20011 9585 11458 57226 3393 31604 761 31089 58842 23 6468 901 3450 8807 4803 45753 94 467 114 381 12475 20754
internal_value=-4.26334e-06 5.94194e-05 7.54238e-05 -0.000392741 0.000255919 9.9103e-05 0.000372547 0.000412623 0.000194863 0.000888777 -0.000450503 4.7137e-05 -0.00021415 -0.00026497 -0.000523792 0.000106143 -0.00023304 -0.00108002 0.00141252 0.00253843 0.000129385 0.00039977 0.00124712 0.000165912 0.00198155 0.00265614 0.00661179 -0.000848574 -0.00154043 -0.000287891
internal_weight=1.32559e+06 1.05923e+06 1.03662e+06 49907 20597 986718 157573 155104 106430 48674 12787 829145 152750 149357 92131 676395 60504 31627 7810 1662 103672 62907 13610 49297 3544 2758 581 29310 12856 40765
internal_count=1325592 1059226 1036625 49907 20597 986718 157573 155104 106430 48674 12787 829145 152750 149357 92131 676395 60504 31627 7810 1662 103672 62907 13610 49297 3544 2758 581 29310 12856 40765
cat_boundaries=0 1
cat_threshold=7169
is_linear=0
shrinkage=0.05


Tree=106
num_leaves=31
num_cat=0
split_feature=99 135 110 4 15 39 107 12 112 127 31 73 43 121 4 117 36 81 26 14 74 35 53 106 37 54 60 36 4 31
split_gain=7.71739 4.49231 4.14854 5.32711 6.21531 5.67838 5.06161 5.73938 5.89422 6.36534 4.97265 4.61479 6.26912 5.815 5.67344 10.1264 5.12768 5.05614 4.59812 4.57686 5.59235 4.76371 5.07417 4.39604 4.28392 4.13007 4.31179 4.12606 4.35627 4.7015
threshold=-0.9340175688266753 1011.5499877929689 -0.037176936864852898 3.5499999523162846 0.70499998331069957 17.550000190734867 -0.79520961642265309 0.70499998331069957 -0.18222858756780622 0.04361772537231446 1020.5499877929689 0.55730533599853527 10.84999990463257 -0.5663846731185912 9.4499998092651385 0.9238443672657014 6.6499998569488534 300.76847839355474 180.50000000000003 1.7749999761581423 0.41852895915508276 20.349999427795414 2.7749999761581425 -0.80872514843940724 11.150000095367433 0.10500000044703485 0.463046744465828 14.050000190734865 9.8499999046325701 1012.5499877929689
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 2 2
left_child=27 2 3 4 -2 -6 7 -4 9 10 -9 17 13 -13 16 -16 -15 -8 -7 20 21 -11 -23 -18 -14 -5 -27 -1 29 -29
right_child=1 -3 6 25 5 18 11 8 -10 19 -12 12 24 14 15 -17 23 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00040991488065906514 -0.0020716596571609975 -0.00064091243196129181 -0.0020378127157465449 0.0025209233565544466 -0.00010379864155722851 0.0040898567066812311 7.0830572352096637e-05 0.00101860023075231 0.0016535645564936059 0.0007984006179904495 -0.00049197355482438916 0.00014413538808480069 0.0078923037527905155 0.024634200855508086 -0.0001245339056162544 0.0036304332233314516 0.00012250608989930746 0.00072365073454106832 0.00099683550670346321 0.00038267747554415212 -0.00053564171409036172 0.012946178653684562 -0.0014322099280687645 -0.00086560644489586808 0.0013931055210831106 -0.0016227306270117229 -0.00037807914469252985 0.00066574743971239644 -0.0012938062623304698 -0.00012207538571523379
leaf_weight=156183 2542 22601 2469 904 11458 1580 645306 39104 8737 5911 6330 57226 276 20 14266 2054 13751 31089 5017 58421 36337 167 97 62040 3117 12186 16220 24904 6237 79042
leaf_count=156183 2542 22601 2469 904 11458 1580 645306 39104 8737 5911 6330 57226 276 20 14266 2054 13751 31089 5017 58421 36337 167 97 62040 3117 12186 16220 24904 6237 79042
internal_value=-4.05018e-06 5.64484e-05 7.16526e-05 -0.000373104 0.000243123 0.000569026 9.41479e-05 0.00035392 0.000391992 0.000316686 0.000808143 4.47801e-05 -0.000203442 -0.000251721 -0.000497603 0.000348058 -0.00067965 0.000100836 0.00173762 9.54616e-05 -0.000299237 0.00109189 0.00766321 -0.00068633 0.00192178 -0.000806145 -0.000912027 -0.000244628 -1.03353e-05 6.66759e-05
internal_weight=1.32559e+06 1.05923e+06 1.03662e+06 49907 20597 18055 986718 157573 155104 146367 45434 829145 152750 149357 92131 16320 75811 676395 6597 100933 42512 6175 264 75791 3393 29310 28406 266366 110183 103946
internal_count=1325592 1059226 1036625 49907 20597 18055 986718 157573 155104 146367 45434 829145 152750 149357 92131 16320 75811 676395 6597 100933 42512 6175 264 75791 3393 29310 28406 266366 110183 103946
is_linear=0
shrinkage=0.05


Tree=107
num_leaves=31
num_cat=0
split_feature=85 52 56 24 13 34 127 122 64 36 93 19 19 4 29 42 74 97 8 28 108 0 13 53 67 110 55 18 37 52
split_gain=7.22792 6.13498 14.5498 8.21416 8.16427 7.41865 7.27147 5.82437 7.83323 10.0391 7.00743 7.31146 9.74034 7.05808 5.34619 8.35895 10.3993 5.78414 5.53483 5.01669 4.93886 4.93259 4.89576 4.83631 4.7434 4.68421 4.66125 4.6473 7.51224 5.70567
threshold=0.91285794973373424 0.92500001192092907 234.05200958251956 176.50000000000003 0.76499998569488536 15.650000095367433 0.9238443672657014 -0.49240480363368982 6.8250000476837167 17.94999980926514 -0.21159733086824414 10.405000209808351 12.50999975204468 4.7500000000000009 1014.1499938964845 11.250000000000002 0.32234314084053045 -0.3435033112764358 8.4499998092651385 1013.7500000000001 0.44528378546237951 210.50000000000003 1.3750000000000002 3.6049998998641972 6.4449999332427987 0.8621424436569215 1.3450000286102297 10.405000209808351 20.050000190734867 16.994999885559086
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 5 -5 20 -4 10 9 -9 11 22 23 19 -8 18 -17 -18 -16 -14 24 -11 -6 -13 26 -20 -3 28 -10 -29
right_child=-2 3 6 4 7 -7 14 8 27 21 -12 12 13 -15 15 16 17 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=5.383255799412261e-05 -0.00092596007258694988 -0.0043340285564910557 0.00072919669908379269 -0.0015118681973539871 4.3659853931659172e-05 0.0024655741184773433 0.00047872262758967305 -0.00072699176654058618 -0.0005507661543981767 0.0023613084038386755 -0.00016110492246032223 -0.0018764535533104477 0.002219671323064967 -0.00033943802649503231 0.0012261930175645438 0.032309957832687218 0.0053191991149068975 0.030454289581626656 0.0030145793552764084 0.0004992436339269048 0.0013545102849623133 -0.00018906383425339101 0.0010870940109860437 -0.00015728654102398578 -0.0032614807350149315 0.0081256674119620908 0.0008481192657957715 0.00039640841058931673 0.010475488355263107 -0.00022040063739269813
leaf_weight=679102 20916 507 33676 10644 15931 5681 2171 102784 45452 4010 145728 8598 6326 16679 2310 49 271 25 1253 12833 4705 3596 38191 7804 1494 698 3011 69286 155 81706
leaf_count=679102 20916 507 33676 10644 15931 5681 2171 102784 45452 4010 145728 8598 6326 16679 2310 49 271 25 1253 12833 4705 3596 38191 7804 1494 698 3011 69286 155 81706
internal_value=-3.84767e-06 1.09352e-05 0.000108708 -0.000109301 -0.000140099 0.00103024 0.00102992 -0.000113983 -0.000260226 -0.000597284 6.4108e-05 0.000372675 -4.92776e-05 0.000412605 0.00252425 0.00348839 0.0109741 0.0074421 0.0028823 0.0010673 0.000191073 0.00115553 0.000779956 -0.00105848 -0.000901101 0.00484315 0.000101289 -7.09679e-05 -0.000513292 6.26358e-05
internal_weight=1.32559e+06 1.30468e+06 719555 585121 569723 15398 40453 559079 306989 110390 252090 106362 52240 35838 6777 4606 345 296 4261 19159 9717 7606 54122 16402 5012 1951 3518 196599 45607 150992
internal_count=1325592 1304676 719555 585121 569723 15398 40453 559079 306989 110390 252090 106362 52240 35838 6777 4606 345 296 4261 19159 9717 7606 54122 16402 5012 1951 3518 196599 45607 150992
is_linear=0
shrinkage=0.05


Tree=108
num_leaves=31
num_cat=2
split_feature=99 43 98 59 121 62 8 124 60 24 30 30 136 41 55 30 136 53 11 74 22 39 105 83 61 35 53 36 33 23
split_gain=6.67702 3.93875 4.21839 3.88452 4.74252 4.53545 3.85554 4.25838 4.45583 4.32817 4.17605 3.87398 6.65023 12.5632 6.20358 4.61562 4.58382 4.45394 6.23082 4.55592 4.62801 4.38739 4.32341 4.08879 4.01778 4.01465 4.83001 3.97865 3.87949 3.90855
threshold=-0.9340175688266753 -1.0000000180025095e-35 -0.95622515678405751 231.51350402832034 -0.39873388409614557 0.38102155923843389 12.050000190734865 0.99140709638595592 0.54993152618408214 357.50000000000006 1021.4500122070314 1016.0499877929689 0 8.6500000953674334 0.47499999403953558 1013.3500061035157 1 0.22500000149011615 6.1499998569488534 0.50979393720626842 4.4249999523162851 18.750000000000004 -0.96253842115402211 268.05729675292974 0.41700656712055212 12.449999809265138 4.5450000762939462 20.150000572204593 12.449999809265138 7.1250000000000009
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 2 3 -1 -5 -6 11 8 9 10 -8 12 13 28 21 -16 25 18 -14 20 -20 23 -22 -15 -18 -13 -27 -23 -3 -30
right_child=-2 6 -4 4 5 -7 7 -9 -10 -11 -12 16 17 14 15 -17 24 -19 19 -21 22 27 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0084251702375089128 5.2617897653927834e-05 -0.00043798179251913034 -0.0050489238356469113 0.0041482215987642818 0.0355681018301231 0.011002765357538705 -0.0017039083639412715 0.0060925771167620064 -0.00013364740557684384 0.020232698325391697 0.0016170014108041334 -0.00026738421696759234 0.0018364341358187977 0.009450679678314677 0.0010358367897677239 -0.0014242653318436327 -0.0011394730087852334 -0.00020496784649337072 -0.0024446863764839037 -0.0013586093810877685 0.0069535371542291044 0.018478290697255421 0.00076807886667711652 -0.0023384186116929512 -0.00036222680528638727 0.0020295943497152143 3.1044724231538818e-05 0.0023875760064730723 0.0055761821793884163 0.0007857427571837304
leaf_weight=24 1059226 442 61 73 34 42 13686 222 11715 23 1017 25441 6696 120 3845 3782 22456 91484 457 3894 507 101 638 190 64052 5007 7630 62 2133 532
leaf_count=24 1059226 442 61 73 34 42 13686 222 11715 23 1017 25441 6696 120 3845 3782 22456 91484 457 3894 507 101 638 190 64052 5007 7630 62 2133 532
internal_value=-3.65528e-06 -0.00022743 0.00625668 0.0102431 0.01325 0.0219925 -0.000233131 -0.000803472 -0.000861372 -0.0014403 -0.0014742 -0.000169628 3.97977e-05 0.00119629 0.000160536 -0.000184054 -0.000362744 -8.53219e-05 0.000812385 -0.000435256 0.00180915 0.00571695 0.00350697 0.0022251 -0.000563921 9.44268e-05 0.000822905 0.0123579 0.00390036 0.00461989
internal_weight=1.32559e+06 266366 234 173 149 76 266132 26663 26441 14726 14703 239469 114883 11207 8100 7627 124586 103676 12192 5496 1602 473 1145 310 86508 38078 12637 163 3107 2665
internal_count=1325592 266366 234 173 149 76 266132 26663 26441 14726 14703 239469 114883 11207 8100 7627 124586 103676 12192 5496 1602 473 1145 310 86508 38078 12637 163 3107 2665
cat_boundaries=0 1 2
cat_threshold=32 656
is_linear=0
shrinkage=0.05


Tree=109
num_leaves=31
num_cat=3
split_feature=85 52 56 136 55 112 67 123 67 74 91 19 136 56 136 30 64 81 43 33 90 60 38 100 127 22 56 127 103 86
split_gain=6.51148 5.20972 13.1633 8.42033 7.67609 8.50547 6.94795 6.47604 6.24895 7.85618 5.82314 6.59032 5.72724 5.50505 5.49002 9.21885 11.2948 6.21327 5.72514 5.43768 5.53309 5.2136 5.00865 4.81524 5.14784 6.08574 4.99785 4.70012 4.69736 4.64607
threshold=0.91285794973373424 0.92500001192092907 234.05200958251956 0 2.1950000524520878 0.14780378341674807 1.794999957084656 0.63605400919914257 1.075000047683716 0.31035625934600836 0.022285831160843376 9.5450000762939471 1 259.14346313476568 2 1014.6499938964845 0.54500001668930065 296.66070556640631 11.449999809265138 13.750000000000002 0.4333671778440476 0.41918775439262396 11.250000000000002 0.17576425522565844 -0.16504132002592084 7.6050000190734872 277.50453186035162 0.99353402853012096 0.69169512391090404 0.89128965139389049
decision_type=2 2 2 1 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
left_child=1 2 -1 8 7 10 -7 14 9 13 23 12 -12 -4 15 16 -3 21 -19 20 27 -16 -18 -6 25 -25 -27 -20 -24 -5
right_child=-2 4 3 29 5 6 -8 -9 -10 -11 11 -13 -14 -15 17 -17 22 18 19 -21 -22 -23 28 24 -26 26 -28 -29 -30 -31
leaf_value=4.8461984391593165e-05 -0.00087869213873744681 0.0068453830030941317 0.045921690091490747 0.0010681637760750061 -0.00032107475041181003 0.0037511562000593726 0.00061767704697513642 -0.0016764265072374306 0.00256443663718204 0.0059148502636364557 -3.2417021297903421e-05 2.5229686786138341e-06 0.0029992666492499403 0.015567182788183377 -0.0020238987616380431 -0.00063336900399725169 -0.0046455699459669727 -0.00034722096666161379 0.0048861516816930779 -0.00064040374900153777 -0.0063908742188097363 -0.00059735419471577359 0.00056276081358802175 -0.00022262988867458169 -5.5334590295118954e-05 0.0017694425703521353 0.00046341767460338003 0.0150888761950602 0.0032494573240779293 -0.00027431751806699078
leaf_weight=679102 20916 803 20 29164 135715 2542 5818 10061 2559 378 2303 9189 4846 59 11140 16209 417 46585 664 682 91 15068 12469 18917 256811 11049 21735 136 1871 8273
leaf_count=679102 20916 803 20 29164 135715 2542 5818 10061 2559 378 2303 9189 4846 59 11140 16209 417 46585 664 682 91 15068 12469 18917 256811 11049 21735 136 1871 8273
internal_value=-3.47252e-06 1.05586e-05 0.000100657 0.000976877 -0.00010024 -1.00912e-05 0.00157046 -0.000464049 0.00351458 0.00891184 -3.87808e-05 0.000888275 0.00202678 0.0232519 -0.000349123 0.000201081 0.00107047 -0.000584117 -0.000247044 0.00271975 0.00529172 -0.00120372 0.000756224 -7.28765e-05 3.63063e-05 0.000491508 0.00090358 0.00662061 0.000913305 0.00077129
internal_weight=1.32559e+06 1.30468e+06 719555 40453 585121 468925 8360 116196 3016 457 460565 16338 7149 79 106135 31769 15560 74366 48158 1573 891 26208 14757 444227 308512 51701 32784 800 14340 37437
internal_count=1325592 1304676 719555 40453 585121 468925 8360 116196 3016 457 460565 16338 7149 79 106135 31769 15560 74366 48158 1573 891 26208 14757 444227 308512 51701 32784 800 14340 37437
cat_boundaries=0 1 2 3
cat_threshold=18 4500 546
is_linear=0
shrinkage=0.05


Tree=110
num_leaves=31
num_cat=3
split_feature=84 133 2 69 34 0 43 31 55 136 56 91 70 8 7 31 52 64 60 136 123 114 56 136 107 5 113 33 3 12
split_gain=7.12561 5.51141 5.30881 4.28342 7.18271 11.4743 6.82981 7.87206 9.31247 5.72773 5.45302 7.9111 5.74424 5.24114 5.16054 5.02335 7.46007 10.5477 10.3403 8.57446 7.67688 8.17082 6.92408 6.1901 5.9067 7.85188 5.67513 5.50614 4.68398 4.60319
threshold=0.90138733386993419 1008.9500122070314 4.5000000000000009 318.65600585937506 11.250000000000002 343.50000000000006 8.8499999046325701 1017.3500061035157 1.2250000238418581 0 298.97006225585943 0.29649065434932714 315.24334716796881 11.150000095367433 0.35000000894069677 1014.2500000000001 0.66500002145767223 2.3649998903274541 0.49383294582366949 1 0.2503704726696015 -0.026175950653851029 171.5834655761719 2 -0.68634063005447377 3.6499999761581425 0.18222858756780627 1.8499999642372134 76.500000000000014 0.81499999761581432
decision_type=2 2 2 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
left_child=1 3 -2 15 -5 9 13 8 10 14 11 12 -8 -7 -6 24 17 -17 20 -19 21 27 -20 -23 25 -1 29 -18 -11 -27
right_child=2 -3 -4 4 5 6 7 -9 -10 28 -12 -13 -14 -15 -16 16 18 19 22 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00086142794995883393 0.00072806331245398037 -0.00060319789758152644 -0.0008119199653202425 -0.00056229205135042125 0.010691800533891901 0.00098427217193156925 -0.011915096495300532 0.01429895631312442 -0.0018213591974059779 -0.0010294630170973671 -0.001606842482384915 0.033939661342236735 0.014705104977936945 0.0053915951354519074 0.0021436653494832244 5.3520719020192848e-05 0.0022486569107322877 0.0043918539323356022 0.00354483037714217 0.0008433105582861403 -0.0013592409439989342 -0.00093233166424302831 -2.3667655171110129e-05 0.0026296809302026112 3.0492366422396476e-05 -0.0018307820809773609 0.0033076075215518214 -0.00051826428434026167 0.00071409760791252112 0.00012244490331672102
leaf_weight=59668 6478 34441 41120 10324 190 2077 25 283 302 5094 60 45 107 999 2496 415349 1827 2355 1368 6134 24220 1796 214989 3780 283189 3146 1354 113334 15798 73241
leaf_count=59668 6478 34441 41120 10324 190 2077 25 283 302 5094 60 45 107 999 2496 415349 1827 2355 1368 6134 24220 1796 214989 3780 283189 3146 1354 113334 15798 73241
internal_value=-1.64689e-06 2.07252e-05 -0.000602331 3.80052e-05 0.000562108 0.000984597 0.00349757 0.00754623 0.00400073 0.000569143 0.0114196 0.0158353 0.0096634 0.00241565 0.00273814 2.15747e-05 -5.31208e-05 8.91799e-05 -0.000220046 0.00183391 -0.00054683 -0.000383859 -1.10446e-06 0.00148542 0.000161013 0.000430005 9.88776e-05 -0.000474368 0.000288835 4.20012e-05
internal_weight=1.32559e+06 1.27799e+06 47598 1.24355e+06 37800 27476 3898 822 539 23578 237 177 132 3076 2686 1.20575e+06 785152 423838 361314 8489 144957 120737 216357 5576 420598 137409 77741 115161 20892 76387
internal_count=1325589 1277991 47598 1243550 37800 27476 3898 822 539 23578 237 177 132 3076 2686 1205750 785152 423838 361314 8489 144957 120737 216357 5576 420598 137409 77741 115161 20892 76387
cat_boundaries=0 1 2 3
cat_threshold=514 2352 3844
is_linear=0
shrinkage=0.05


Tree=111
num_leaves=31
num_cat=2
split_feature=85 101 5 77 30 136 41 14 28 53 136 38 26 35 8 0 66 60 0 95 54 55 31 85 74 107 119 2 35 111
split_gain=5.49704 4.61233 7.59288 7.53955 6.579 7.57299 12.1892 7.33477 6.41754 6.2983 5.58509 6.91657 6.10573 6.01005 5.46985 5.44537 5.3293 5.28657 5.01592 4.81139 7.13465 5.5252 4.79986 5.31229 4.74403 6.17877 4.58388 5.2106 4.55408 4.99574
threshold=0.91285794973373424 0.32049371302127844 11.150000095367433 0.6850000023841859 1014.0499877929689 0 8.8499999046325701 0.83499997854232799 1007.5499877929689 0.54500001668930065 1 11.949999809265138 196.50000000000003 11.250000000000002 9.6500000953674334 166.50000000000003 0.50499999523162853 0.39334683120250707 351.50000000000006 -0.91174259781837452 5.4749999046325692 18.855000495910648 1010.3500061035157 0.71494603157043468 0.51719120144844066 -0.63193672895431507 0.46173103153705602 4.5000000000000009 17.050000190734867 -0.072438821196556077
decision_type=2 2 2 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
left_child=1 2 3 17 5 6 -5 15 -9 10 13 -12 -13 -6 16 -8 -10 -1 -15 20 24 -22 -18 -24 25 -3 -11 -28 29 -14
right_child=-2 19 -4 4 9 -7 7 8 14 26 11 12 28 18 -16 -17 22 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0041004202250731342 -0.00080410349038866904 0.0025406409677829031 -0.0012825843667316815 0.0031996908694046583 -0.00041239734630550115 3.6401756344276983e-05 0.0018848909309382225 -0.0043040086991215712 0.0062031971121720032 -0.00043968927446362717 -0.0047831215985231438 -0.0065564563565172103 0.0026702580261402319 0.0035389565112367246 -0.0045807864999927242 -0.0023471777693110543 0.0033887977140688095 -0.00076219725007176846 0.0143934234792271 4.2142512733183335e-05 0.0020097731068505179 -0.0033240996115473502 0.004307342701618139 0.00022555223221295054 -0.00010717559316831453 -0.0017515222613091353 0.0018974607689565182 -2.1386615622851628e-05 -0.0028327205937600762 5.111208214739454e-05
leaf_weight=1900 20999 3849 14281 5227 1113 77941 991 529 581 144689 646 289 3289 2141 377 3262 2112 3156 112 954927 9735 511 902 6855 22651 1072 3968 32641 765 4078
leaf_count=1900 20999 3849 14281 5227 1113 77941 991 529 581 144689 646 289 3289 2141 377 3262 2112 3156 112 954927 9735 511 902 6855 22651 1072 3968 32641 765 4078
internal_value=-1.56193e-06 1.1356e-05 -0.000156386 -0.000102337 -6.92475e-05 0.00026284 0.00110933 0.000410035 0.00107334 -0.000238568 0.000850088 0.000202619 0.00058533 0.00258589 0.00133607 -0.00136106 0.00154953 -0.00201667 0.00407855 6.40479e-05 0.000617171 0.00174376 0.00127556 0.000700191 0.000198522 0.00160563 -0.000313226 0.000186595 0.00083914 0.00122043
internal_weight=1.32559e+06 1.30459e+06 311845 297564 292508 98777 20836 15609 11356 193731 12433 9067 8421 3366 10827 4253 10450 5056 2253 992745 37818 10246 9869 7757 27572 4921 181298 36609 8132 7367
internal_count=1325589 1304590 311845 297564 292508 98777 20836 15609 11356 193731 12433 9067 8421 3366 10827 4253 10450 5056 2253 992745 37818 10246 9869 7757 27572 4921 181298 36609 8132 7367
cat_boundaries=0 1 2
cat_threshold=32 4245
is_linear=0
shrinkage=0.05


Tree=112
num_leaves=31
num_cat=3
split_feature=84 134 2 52 15 11 69 55 94 12 68 36 69 35 0 87 65 136 31 52 64 60 136 123 26 88 107 4 136 120
split_gain=6.17673 5.06192 4.74404 4.16729 4.25655 4.10008 4.103 4.02293 3.9757 3.95238 3.95956 7.36145 3.8205 6.23899 8.99726 4.96128 5.72456 4.50814 4.33053 6.35224 9.51921 9.38661 7.72096 6.99419 7.15172 5.60207 5.20215 7.14063 5.8511 6.04139
threshold=0.90138733386993419 1009.0499877929689 4.5000000000000009 0.10500000044703485 1.7050000429153445 6.3500001430511483 242.97793579101565 1.4149999618530276 -0.16858211904764173 0.88499999046325695 206.43116760253909 15.250000000000002 318.65600585937506 11.250000000000002 344.50000000000006 0.85928431153297435 2.3850001096725468 0 1014.2500000000001 0.66500002145767223 2.3649998903274541 0.48400303721427923 1 0.2503704726696015 178.50000000000003 0.12082643061876298 -0.68634063005447377 3.6499999761581425 2 0.04361772537231446
decision_type=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 1 2
left_child=1 12 7 5 -5 -4 -7 8 -2 -3 11 -11 18 -14 17 16 -16 -15 26 20 -20 23 -22 24 -21 -23 27 28 -1 -30
right_child=2 9 3 4 -6 6 -8 -9 -10 10 -12 -13 13 14 15 -17 -18 -19 19 21 22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00036344615357190467 0.004410336917366804 -0.0070831575802254403 0.0024109427613379615 -0.0015777540024676817 -0.00048654201404055682 0.0072794709803787536 -0.0016093069957095905 -0.00015999493619741205 -4.1309315217777762e-06 -0.010957726359322489 -0.00047220945059606802 0.0017854753160603512 -0.00051856329456743304 0.0020031357605040209 0.010723180202496059 0.0012581637669479774 0.0036826844977511843 0.00023956893710131279 4.8452340391629105e-05 0.0015531559644221121 0.0041671115895207771 -2.3079494533095695e-05 0.00079980979555832252 -0.001315318538918185 -0.00044612066438224994 0.002854034896643663 2.7360665394143619e-05 8.7896816337005223e-05 0.00070395227101836995 0.0019586362175609685
leaf_weight=8940 1184 232 1959 14782 22600 141 1638 4398 896 249 33697 208 10304 4449 352 1703 1606 19394 415349 4660 2355 220158 6134 23288 111503 1705 283240 78037 37540 12888
leaf_count=8940 1184 232 1959 14782 22600 141 1638 4398 896 249 33697 208 10304 4449 352 1703 1606 19394 415349 4660 2355 220158 6134 23288 111503 1705 283240 78037 37540 12888
internal_value=-1.48382e-06 1.93455e-05 -0.000560745 -0.000758872 -0.000918041 0.000832905 -0.0009048 0.000696894 0.00250872 -0.000579085 -0.000534905 -0.00515776 3.58923e-05 0.000530811 0.000923945 0.0032318 0.00494839 0.000569583 2.0374e-05 -4.8982e-05 8.23283e-05 -0.000203015 0.00173981 -0.000524465 -0.000365918 -9.69093e-07 0.00014983 0.000402283 0.000815531 0.00102441
internal_weight=1.32559e+06 1.27799e+06 47598 41120 37382 3738 1779 6478 2080 34386 34154 457 1.2436e+06 37808 27504 3661 1958 23843 1.2058e+06 785152 423838 361314 8489 139451 116163 221863 420645 137405 59368 50428
internal_count=1325589 1277991 47598 41120 37382 3738 1779 6478 2080 34386 34154 457 1243605 37808 27504 3661 1958 23843 1205797 785152 423838 361314 8489 139451 116163 221863 420645 137405 59368 50428
cat_boundaries=0 1 2 3
cat_threshold=642 2352 4242
is_linear=0
shrinkage=0.05


Tree=113
num_leaves=31
num_cat=0
split_feature=84 79 119 67 69 0 42 106 29 38 2 100 34 55 78 2 67 34 52 28 2 114 57 27 98 54 65 68 57 66
split_gain=5.57456 4.81786 6.82253 5.06936 4.79915 5.47358 6.75026 6.4291 5.58938 4.71762 4.2815 4.00199 4.7118 3.94189 7.09791 4.43086 5.13483 3.86213 4.56393 8.62371 4.5406 4.42307 4.22875 3.9962 3.77304 4.75356 6.80084 4.98946 4.38629 4.21751
threshold=0.90138733386993419 38.555000305175788 0.96811076998710643 11.644999980926515 318.65600585937506 308.50000000000006 10.84999990463257 -0.49360875785350794 1019.3500061035157 6.5499999523162851 4.5000000000000009 0.79048311710357677 12.949999809265138 1.0149999856948855 33.555000305175788 342.50000000000006 4.7449998855590829 11.34999990463257 1.0950000286102297 1020.1499938964845 343.50000000000006 -0.82409480214118946 133.37920379638675 354.50000000000006 -0.9670262038707732 0.49500000476837164 1.5649999976158144 270.79425048828131 146.26792907714847 34.715000152587898
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 9 -4 24 7 17 -6 13 -3 -2 12 -10 14 15 16 -8 -7 19 21 -21 -19 -22 -23 25 26 -1 -28 -27 -26
right_child=10 2 3 -5 5 6 8 -9 11 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 22 23 -24 -25 29 28 27 -29 -30 -31
leaf_value=-0.00014769930009954189 0.00066204937754672105 0.017486529903378272 0.0082615515904897758 0.00061832503089763252 0.00049281941656000592 -0.0002435878111786832 -0.0073168058124072153 -0.0018209803074900463 0.028190888315439224 -0.00088435002444050333 -0.00072092828436062101 0.028792988437344319 -0.0015322089625988157 0.0014121178419853764 -0.012134297616365884 0.01685389512911057 0.015258571986729899 -0.0077972306351141232 0.00093177327739722053 0.0066611554212490653 0.0057007270399481065 0.0030843975378948068 0.027904685798029488 -0.01042641103600285 3.0506726610032849e-05 -0.0019523165083789231 0.0038850752868657976 0.00067078814837497069 -0.00024102403602581582 0.00055821063109920237
leaf_weight=8588 6478 35 351 568 12844 4712 53 3918 20 22836 41120 40 40 522 36 156 48 103 10078 148 32 2413 65 56 1011822 3840 2297 2545 150490 39335
leaf_count=8588 6478 35 351 568 12844 4712 53 3918 20 22836 41120 40 40 522 36 156 48 103 10078 148 32 2413 65 56 1011822 3840 2297 2545 150490 39335
internal_value=-1.40705e-06 1.83809e-05 -0.000686506 0.00353756 3.17514e-05 0.000606618 0.00119905 -4.8015e-05 0.00538619 -0.000856237 -0.000532708 0.0165425 0.00837549 0.00401732 0.00865868 0.0115713 0.00341209 0.000981448 0.00142909 0.00320828 0.0121718 0.00235445 0.0205797 0.00277796 1.51107e-05 -0.00020509 0.000697151 0.00219562 -0.000283604 5.02538e-05
internal_weight=1.32559e+06 1.27799e+06 23790 919 1.2542e+06 35284 18522 16762 915 22871 47598 100 60 815 293 257 101 17607 12895 2817 245 2572 97 2469 1.21892e+06 167760 13430 4842 154330 1.05116e+06
internal_count=1325589 1277991 23790 919 1254201 35284 18522 16762 915 22871 47598 100 60 815 293 257 101 17607 12895 2817 245 2572 97 2469 1218917 167760 13430 4842 154330 1051157
is_linear=0
shrinkage=0.05


Tree=114
num_leaves=31
num_cat=2
split_feature=84 134 1 136 39 13 68 71 36 76 38 21 31 92 39 112 69 43 107 9 11 31 53 73 136 8 100 35 80 55
split_gain=5.03104 4.54788 3.75468 3.99928 3.90118 3.74604 7.49839 4.77411 3.77549 3.40179 3.35287 3.34081 3.33473 6.54024 5.27238 4.14474 3.71811 5.35425 4.67797 4.94554 4.72674 4.6313 4.19316 6.01205 4.16922 7.8599 4.10654 3.90456 5.25415 3.86926
threshold=0.90138733386993419 1009.0499877929689 4.5000000000000009 0 10.449999809265138 1.1050000190734866 206.43116760253909 192.45852661132815 15.250000000000002 0.80500000715255748 16.650000572204593 4.5050001144409189 1023.6499938964845 0.46709808707237249 7.4500000476837167 -0.81408452987670887 318.65600585937506 10.84999990463257 -0.53151896595954884 10.550000190734865 15.150000095367433 1020.5499877929689 2.4550000429153447 0.89504131674766552 1 5.6499998569488534 0.79730483889579784 11.750000000000002 336.67199707031256 5.5950000286102304
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 1 2 2 2 2 2
left_child=1 12 3 4 -2 7 8 -3 -7 -8 -11 -9 16 15 -15 -14 -1 18 20 -20 24 22 23 -19 25 -18 -23 -21 -29 -27
right_child=2 5 -4 -5 -6 6 9 11 -10 10 -12 -13 13 14 -16 -17 17 21 19 27 -22 26 -24 -25 -26 29 -28 28 -30 -31
leaf_value=3.9375760042123633e-05 -0.0038275022600397566 0.013465969082476062 -0.00068277383823339016 7.9818456519200346e-05 0.0048749949386128486 -0.012229980615287787 0.015942966846341732 0.0068289362159380806 -0.0014320186715100563 -0.0004503944741309332 0.0027635386191701347 -0.0036983482730090968 -0.00062356563828486872 0.021734953864610621 3.2741789523474766e-05 -0.0022630484794821581 -0.00037913690329319509 0.0041916844447940386 -0.0012888537246180266 -0.00096911609936911342 -0.0020418036930803388 0.0082876486141079415 -0.0004405596983971534 0.025058349604821867 0.00072830086660109717 0.006531262077616346 0.035254283547401427 0.00041050797068895375 0.0048717527801267445 0.0021227144344465225
leaf_weight=1124947 152 44 41092 5511 843 200 32 79 136 31425 833 1637 23643 28 55468 4606 1291 839 6539 1839 1325 48 577 36 17477 1144 20 1880 1017 881
leaf_count=1124947 152 44 41092 5511 843 200 32 79 136 31425 833 1637 23643 28 55468 4606 1291 839 6539 1839 1325 48 577 36 17477 1144 20 1880 1017 881
internal_value=-1.33669e-06 1.74619e-05 -0.000506072 0.000609978 0.00351029 -0.00054977 -0.00042856 -0.00279671 -0.00785938 -0.000351237 -0.000367401 -0.0032137 3.3146e-05 -0.000271561 4.36914e-05 -0.000890883 5.51466e-05 0.000563307 0.000431202 -0.000397667 0.000853731 0.00346554 0.00286827 0.0050502 0.00103824 0.00266158 0.016219 0.000832796 0.00197664 0.00461327
internal_weight=1.32559e+06 1.27799e+06 47598 6506 995 34386 32626 1760 336 32290 32258 1716 1.2436e+06 83745 55496 28249 1.15986e+06 34913 33393 11275 22118 1520 1452 875 20793 3316 68 4736 2897 2025
internal_count=1325589 1277991 47598 6506 995 34386 32626 1760 336 32290 32258 1716 1243605 83745 55496 28249 1159860 34913 33393 11275 22118 1520 1452 875 20793 3316 68 4736 2897 2025
cat_boundaries=0 1 2
cat_threshold=112 18
is_linear=0
shrinkage=0.05


Tree=115
num_leaves=31
num_cat=2
split_feature=75 64 67 116 82 136 12 123 52 92 103 20 136 39 67 60 36 124 31 91 63 3 69 20 56 52 4 18 127 107
split_gain=4.76787 6.95745 8.29212 5.70198 5.22352 4.68731 4.68619 4.57553 4.42748 4.20386 4.84903 5.67778 4.13032 4.09694 3.88268 4.52178 3.87791 6.00287 4.57465 3.86499 5.41485 4.91667 4.71583 3.84279 3.93863 5.12419 4.42761 3.81076 3.80358 3.74459
threshold=0.6832697093486787 10.75500011444092 14.574999809265138 0.19936034083366397 308.64440917968756 0 1.5649999976158144 -0.46173103153705591 0.66500002145767223 0.11381950974464418 0.46716454625129705 8.3750000000000018 1 10.550000190734865 39.68499946594239 0.5526413917541505 10.650000095367433 0.98897820711135875 1014.5499877929689 1.0000000180025095e-35 0.39522832632064825 357.50000000000006 272.93209838867193 4.2049999237060556 135.45115661621097 0.064999999478459372 4.0499999523162851 11.120000362396242 1.0000000180025095e-35 -0.38276757299900049
decision_type=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 2
left_child=19 2 5 -3 9 23 -4 -7 16 10 13 -12 -11 -5 -14 -16 -9 -18 -19 -1 21 29 -22 -2 -25 26 -26 -15 -13 -21
right_child=1 3 6 4 -6 7 -8 8 -10 12 11 28 14 27 15 -17 17 18 -20 20 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=5.3762647795894405e-05 0.0031088379868059852 -0.00045523628959969988 -0.0022900408118746826 0.0021750516714961446 -0.00018576419651280794 0.00042816564319701127 -0.0007848778323608478 -0.0027082834312083829 -0.0004754159377473466 0.00078840248173274907 0.0011277013893180705 0.0060081382385179273 -0.0002122389624868507 -0.0010396554193326504 0.0034733452143510487 0.00041964029885795031 0.0010394522586719055 -0.0045325812934016857 0.0089061849244940795 0.00029019771613382532 0.00079333254935613415 0.0093534927582368255 0.0030836560928051756 -0.0023012842758150568 -0.00097885843731466385 -0.0005588612498800456 0.0041752840918892363 0.00064224945521093146 0.0013858241165512709 -0.0022530064170014352
leaf_weight=881265 718 46134 7053 2327 68781 38322 19382 502 39470 21693 14184 1070 53028 5992 1313 15800 2548 74 439 17485 6480 144 3441 3128 680 63205 1076 7690 762 1578
leaf_count=881265 718 46134 7053 2327 68781 38322 19382 502 39470 21693 14184 1070 53028 5992 1313 15800 2548 74 439 17485 6480 144 3441 3128 680 63205 1076 7690 762 1578
internal_value=8.44479e-06 -0.000131932 -0.000369878 4.40527e-05 0.000163624 -0.000226124 -0.00118646 3.08101e-05 -0.000323038 0.000357645 0.000850918 0.00146604 0.000185627 0.000235532 -9.09306e-07 0.000653937 0.00136496 0.00203297 0.00696765 7.24924e-05 0.000639159 0.000149204 0.00158771 -0.000529842 -0.000568289 -0.000484842 0.00217937 -9.43369e-05 0.00408554 7.9676e-05
internal_weight=1.32576e+06 415371 176597 238774 192640 150162 26435 81355 43033 123859 32025 16016 91834 16009 70141 17113 3563 3061 513 910393 29128 19207 9921 68807 68089 64961 1756 13682 1832 19063
internal_count=1325764 415371 176597 238774 192640 150162 26435 81355 43033 123859 32025 16016 91834 16009 70141 17113 3563 3061 513 910393 29128 19207 9921 68807 68089 64961 1756 13682 1832 19063
cat_boundaries=0 1 2
cat_threshold=7297 1296
is_linear=0
shrinkage=0.05


Tree=116
num_leaves=31
num_cat=0
split_feature=75 60 79 52 1 99 88 33 104 95 52 23 52 66 33 40 31 100 32 31 38 31 7 0 109 85 79 32 94 12
split_gain=4.30296 6.76871 8.74442 6.91803 6.83063 6.60957 6.36952 5.88105 5.57278 4.74693 4.54014 4.38382 4.7855 7.99561 4.07876 5.01263 4.91708 4.77629 4.46187 4.29989 3.96095 3.91238 4.22068 3.92323 3.73865 3.71132 4.36217 9.87291 8.17533 6.14361
threshold=0.6832697093486787 0.43804612755775457 18.265000343322757 0.22500000149011615 293.50000000000006 -0.61997473239898671 0.1842528581619263 6.0499999523162851 -0.76787629723548878 0.4828960001468659 0.22500000149011615 7.2049999237060556 18.095000267028812 30.175000190734867 15.949999809265138 10.449999809265138 1013.2500000000001 0.69686257839202892 14.050000190734865 1010.3500061035157 13.150000095367433 1017.5499877929689 5.8500001430511483 39.500000000000007 0.67563700675964367 0.91440272331237804 4.8250000476837167 11.550000190734865 -0.16858211904764173 2.8349999189376835
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=25 2 5 -3 8 14 11 -6 10 -9 -4 -5 13 -13 15 18 -17 19 -2 -16 -15 22 23 -20 -18 26 -1 -28 29 -29
right_child=1 3 4 6 7 -7 -8 9 -10 -11 -12 12 -14 20 17 16 24 -19 21 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=2.8047353992350109e-05 -0.0011126906590280742 0.0023662160385242463 -0.0060339276154228703 -0.00031147350719932913 0.0054753204505055501 0.00090930254913330595 0.0034866224559856928 0.00094379624302205832 -0.0016403807799278956 -0.00052667153250567783 0.0012485713547626075 0.00013722128125206922 -0.00013313439916053449 0.00072457619424045423 0.00064707164429327947 0.0054342826099521048 -0.00086603919490333943 0.00083065894503093693 -0.0011220367672710452 -0.0029162105870976394 0.0022935606541081019 -0.0015488128617720909 -0.0012356068502743381 0.0015921777387283413 0.0046847549864670584 -0.0011872142740083924 -0.00046688293240052935 0.00095214107927923768 3.1074518833967916e-05 -0.0019904274346422409
leaf_weight=754662 42961 3049 229 100676 605 5392 1284 17700 7574 7955 3271 75042 107546 10214 979 585 1570 1325 1707 6262 6636 3464 2919 6050 376 5843 31277 68470 48320 1821
leaf_count=754662 42961 3049 229 100676 605 5392 1284 17700 7574 7955 3271 75042 107546 10214 979 585 1570 1325 1707 6262 6636 3464 2919 6050 376 5843 31277 68470 48320 1821
internal_value=8.02285e-06 -0.000125335 -0.00045972 -3.50246e-06 0.000163555 -0.000775923 -2.7475e-05 0.000602745 -0.000877906 0.000487839 0.000772088 -4.25096e-05 9.3263e-05 0.000358228 -0.000909163 -0.000762609 0.00141479 -0.0019294 -0.000859123 -0.00243445 0.00134249 -8.87175e-05 0.000385034 0.00099489 0.000206468 6.88678e-05 7.69815e-05 0.000323357 0.000531739 0.000875909
internal_weight=1.32576e+06 415371 110924 304447 37334 73590 301398 26260 11074 25655 3500 300114 199438 91892 68198 59632 2531 8566 57101 7241 16850 14140 10676 7757 1946 910393 904550 149888 118611 70291
internal_count=1325764 415371 110924 304447 37334 73590 301398 26260 11074 25655 3500 300114 199438 91892 68198 59632 2531 8566 57101 7241 16850 14140 10676 7757 1946 910393 904550 149888 118611 70291
is_linear=0
shrinkage=0.05


Tree=117
num_leaves=31
num_cat=1
split_feature=84 133 20 52 34 33 15 94 12 79 66 60 91 63 79 107 136 79 26 103 3 97 80 14 17 89 88 97 67 33
split_gain=4.04324 4.61207 4.13514 3.7087 5.19592 7.05407 4.96114 5.69664 4.63497 4.27747 4.08186 4.45921 3.67755 7.6069 6.21176 5.12541 4.07644 3.87398 4.08458 4.18697 4.48674 3.89901 3.72574 3.64591 3.64174 3.63781 3.54126 3.52281 4.37653 3.46366
threshold=0.90323719382286083 1008.9500122070314 5.3350000381469735 0.10500000044703485 16.250000000000004 15.250000000000002 1.6250000000000002 -0.61353254318237294 2.5949999094009404 26.425000190734867 0.25499999523162847 0.54120570421218883 0.022285831160843376 0.41785450279712683 5.5950000286102304 -0.38276757299900049 0 1.4750000238418581 180.50000000000003 0.94037199020385753 350.50000000000006 -0.52181795239448536 304.85183715820318 1.1449999809265139 4.2599999904632577 -0.060040108859539025 -0.80865731835365284 -0.41160479187965388 1.9750000238418581 12.750000000000002
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 12 24 4 5 26 -5 8 -8 -10 -7 -12 -1 15 -15 16 -14 21 -19 -20 22 -18 -21 -4 -3 -24 -2 28 29 -25
right_child=3 2 23 6 -6 10 7 -9 9 -11 11 -13 13 14 -16 -17 17 18 19 20 -22 -23 25 27 -26 -27 -28 -29 -30 -31
leaf_value=2.442595215830474e-05 0.002863499520743335 0.018898551962338389 -0.0027028713710327565 -0.0014108363213609697 -0.0027408773702909915 0.013482887782156467 0.0014273488111684208 -0.0007182552169909596 -0.0044989189534057807 0.0011772480639673276 0.0021058209334136693 0.016216840683200368 -0.0020273270473839945 0.00041598571029201461 0.0028869406435001119 -0.0022159682633616225 -0.0038765463903160362 0.0033101740206066274 0.00038339039349963468 0.019243502845937337 0.028752082416957078 0.0022290149115612246 -0.0024970236331971207 -0.00058757901093648205 -0.0025118925636375827 0.015384178509230954 -0.00095031391616700949 -0.0061209802456909622 -0.00035317571462551963 0.0041567518898129536
leaf_weight=1212662 1094 20 1606 13087 741 165 6683 17545 699 632 369 66 1739 4917 5269 2219 935 1346 19183 37 22 363 123 628 2854 37 1372 254 28104 993
leaf_count=1212662 1094 20 1606 13087 741 165 6683 17545 699 632 369 66 1739 4917 5269 2219 935 1346 19183 37 22 363 123 628 2854 37 1372 254 28104 993
internal_value=7.6217e-06 2.35032e-05 -0.000547129 -0.000472458 0.00101652 0.00192462 -0.000619137 -0.000213762 0.000890722 -0.0018037 0.00678673 0.0042468 3.92483e-05 0.00053592 0.00169416 8.22274e-05 0.000296635 0.000480652 0.000646651 0.000461871 0.00733624 -0.00216906 0.00494462 -0.000381907 -0.0023629 0.001638 0.000741621 -0.000257571 -0.000207468 0.00231873
internal_weight=1.32576e+06 1.28331e+06 34459 42453 3807 3066 38646 25559 8014 1331 600 435 1.24885e+06 36190 10186 26004 23785 22046 20748 19402 219 1298 197 31585 2874 160 2466 29979 29725 1621
internal_count=1325764 1283311 34459 42453 3807 3066 38646 25559 8014 1331 600 435 1248852 36190 10186 26004 23785 22046 20748 19402 219 1298 197 31585 2874 160 2466 29979 29725 1621
cat_boundaries=0 1
cat_threshold=5120
is_linear=0
shrinkage=0.05


Tree=118
num_leaves=31
num_cat=2
split_feature=73 64 77 9 38 3 136 71 112 88 82 7 82 92 39 2 55 102 97 31 12 88 100 4 32 111 31 39 136 37
split_gain=3.90558 7.98527 5.81281 12.7765 7.82595 5.97153 5.48057 6.4204 5.35989 5.21452 5.11098 4.95424 4.83452 4.83015 4.80046 4.59974 4.95372 4.53578 4.45444 4.8975 4.72746 5.09593 4.65353 4.44427 6.67358 5.49883 5.12905 6.71294 5.46176 5.03972
threshold=0.5638546645641328 4.9449999332427987 4.9349999427795419 5.8500001430511483 16.750000000000004 186.50000000000003 0 206.85466003417972 -0.026175950653851029 0.53405728936195385 284.32487487792974 11.34999990463257 317.49638366699224 -0.83127272129058827 13.150000095367433 328.50000000000006 0.85500001907348644 -0.51830387115478505 -0.50519698858261097 1020.7500000000001 2.3750000000000004 -0.95133382081985463 1.0000000180025095e-35 8.2500000000000018 17.44999980926514 0.49923077225685125 1007.9500122070314 18.150000572204593 1 6.9500000476837167
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 1 2
left_child=2 6 9 4 10 14 15 -8 23 -1 -4 -3 -6 -9 -5 16 -2 -16 22 20 -20 -22 -15 -7 25 26 27 -25 -28 -27
right_child=1 11 3 5 12 8 7 13 -10 -11 -12 -13 -14 18 17 -17 -18 -19 19 -21 21 -23 -24 24 -26 29 28 -29 -30 -31
leaf_value=3.8794807689904848e-05 0.0015015754251807071 7.3079694849980854e-05 -0.00056963057117611509 4.8687120683447932e-05 0.003368966739434741 0.00069316209304017538 -0.0029670495022174788 -0.0013704701779341363 0.0029048750083707289 -0.0024945879680372935 0.0013796612194427302 -0.00055941148624761921 -0.0017476830097769695 0.00034377710440243204 -0.0049146279758867121 -0.0011550808107459031 -4.3018276406223106e-05 -0.0013074285500863222 -0.00016769798212745056 0.010212854554101066 0.027433068778676292 0.0047322771149614362 -0.00069575051341124719 0.0020504417763497203 -0.0035413543410949574 0.014137599892406302 -0.00022780388166330313 0.034198795191266319 -0.0040228484859535325 0.00029158240553115881
leaf_weight=713395 5938 355728 4433 5791 5745 22636 2953 16054 1923 2037 13928 33912 502 13744 1081 7860 41258 4496 1242 168 27 293 49685 62 1491 66 2021 22 1788 15485
leaf_count=713395 5938 355728 4433 5791 5745 22636 2953 16054 1923 2037 13928 33912 502 13744 1081 7860 41258 4496 1242 168 27 293 49685 62 1491 66 2021 22 1788 15485
internal_value=7.23986e-06 -9.81044e-05 7.71513e-05 0.000477323 0.00142913 6.54102e-05 -0.000423133 -0.00067682 0.000321544 3.15817e-05 0.000909033 1.80313e-05 0.0029578 -0.000593628 -0.00095962 -3.51837e-05 0.000151316 -0.00200662 -0.000402228 0.002101 0.00122853 0.00664766 -0.000470502 0.000207529 -0.000317563 -7.03567e-05 -0.0017509 0.0104702 -0.00202041 0.000350346
internal_weight=1.32576e+06 528862 796902 81470 24608 56862 139222 84166 45494 715432 18361 389640 6247 81213 11368 55056 47196 5577 65159 1730 1562 320 63429 43571 20935 19444 3893 84 3809 15551
internal_count=1325764 528862 796902 81470 24608 56862 139222 84166 45494 715432 18361 389640 6247 81213 11368 55056 47196 5577 65159 1730 1562 320 63429 43571 20935 19444 3893 84 3809 15551
cat_boundaries=0 1 2
cat_threshold=612 7376
is_linear=0
shrinkage=0.05


Tree=119
num_leaves=31
num_cat=1
split_feature=132 86 91 63 107 13 79 30 136 104 120 14 13 117 63 60 88 52 16 52 88 60 69 37 35 66 18 68 52 18
split_gain=3.79813 3.71186 3.44723 6.65521 5.49195 5.14607 4.10269 4.00106 5.49823 4.40697 3.88575 3.64481 3.60228 3.58511 3.57603 7.31451 7.50968 6.17966 5.38812 5.29799 4.74157 4.25952 4.14081 4.20434 4.66421 3.90343 3.70386 4.65735 5.00913 6.84096
threshold=1023.0499877929689 0.92030453681945812 0.022285831160843376 0.41785450279712683 -0.38276757299900049 1.3949999809265139 2.3549998998641972 1014.5499877929689 0 0.17472581565380099 0.35019405186176306 3.2350000143051152 0.80500000715255748 -0.55191597342491139 0.35081388056278234 0.43373903632164007 0.15187502652406695 0.064999999478459372 10.405000209808351 7.1949999332427987 -0.37868009507656092 0.24176140129566195 321.47706604003912 13.34999990463257 11.949999809265138 20.125000000000004 13.344999790191652 215.31533050537112 18.095000267028812 11.775000095367433
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 14 4 7 -5 -7 9 13 11 -10 -4 -6 -9 22 19 17 -17 -19 20 21 -16 -1 24 -24 -23 27 -20 29 -29
right_child=-2 -3 3 5 12 6 -8 8 10 -11 -12 -13 -14 -15 15 16 -18 18 26 -21 -22 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=5.8655106992682739e-05 -0.0017322463943981574 -0.0009202778502711064 0.0010020944508219052 0.00039366092079746383 0.0048704239700399117 -0.005379542609114411 0.0027641571772109479 0.00025324137596583911 0.00053249334430635002 0.020399378240108491 -0.0029730511551760075 -0.0054633564952022073 -0.0027670954316333062 -0.0034125432135878641 0.0012721954626456233 0.0041591054364205618 0.0028183980630689279 -0.00039324045761557152 -0.0020455882895553789 -0.0013349688940469118 -0.00078639810417522856 -0.0003165018284261441 0.00046624821160080366 -0.00021263513737837864 0.0031427307609226173 0.00081019247942986272 -9.1216379582707296e-05 9.7933012007596332e-05 -0.00014695845891125929 0.00093102122970972106
leaf_weight=756815 3132 10614 12038 5354 166 159 5660 996 9293 29 864 222 2207 2019 5281 890 2375 74104 2150 13998 36212 70843 3168 4033 3348 8623 148756 51546 43657 47212
leaf_count=756815 3132 10614 12038 5354 166 159 5660 996 9293 29 864 222 2207 2019 5281 890 2375 74104 2150 13998 36212 70843 3168 4033 3348 8623 148756 51546 43657 47212
internal_value=6.87626e-06 1.09945e-05 1.85283e-05 0.000481527 6.77405e-05 0.00151235 0.00254164 0.000282156 -0.000323258 0.000931071 0.000234066 0.00088502 -0.00223282 -0.00219428 4.34135e-06 -9.88948e-05 1.58496e-05 -2.22207e-06 -1.23019e-05 -0.000414066 -0.000307495 -0.000102861 7.23678e-05 0.00105616 0.00184146 -0.000194242 8.39376e-05 0.000264169 0.000299039 0.000496197
internal_weight=1.32576e+06 1.32263e+06 1.31202e+06 39007 27834 11173 5819 25461 13172 12289 10157 12260 2373 3015 1.27301e+06 505647 370690 368315 367425 134957 120959 84747 767364 10549 6516 79466 293321 144565 142415 98758
internal_count=1325764 1322632 1312018 39007 27834 11173 5819 25461 13172 12289 10157 12260 2373 3015 1273011 505647 370690 368315 367425 134957 120959 84747 767364 10549 6516 79466 293321 144565 142415 98758
cat_boundaries=0 1
cat_threshold=7204
is_linear=0
shrinkage=0.05


Tree=120
num_leaves=31
num_cat=2
split_feature=78 68 107 4 104 33 30 136 4 38 127 123 55 37 110 125 82 20 8 75 60 79 136 41 67 107 39 115 31 43
split_gain=3.66525 4.34474 5.03615 5.4812 4.22836 5.67453 4.01459 3.99675 8.30942 8.108 4.48413 3.88337 3.79321 4.95708 4.62556 4.11025 3.70378 4.43238 3.68379 3.58195 6.88157 7.39442 10.1459 4.57508 5.99287 4.51654 3.98827 3.97287 3.95084 4.43206
threshold=43.944999694824226 319.76826477050787 -0.53997936844825734 9.8499999046325701 -0.32821704447269434 11.550000190734865 1014.3500061035157 0 5.9500000476837167 11.84999990463257 0.95878320932388317 -0.46173103153705591 4.3150000572204599 12.84999990463257 0.82929337024688732 0.98321744799613964 84.59357070922853 7.8750000000000009 10.949999809265138 0.6882118582725526 0.43144261837005621 18.265000343322757 1 9.0500001907348651 32.245000839233406 -0.42419706284999842 6.5499999523162851 -0.78257837891578663 1013.3500061035157 8.3499999046325701
decision_type=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 2 2 2 2 2
left_child=1 19 7 11 -5 6 -6 8 -3 -10 -11 -4 13 -12 15 -15 17 -2 -16 -1 21 28 -23 26 -25 27 -24 -26 29 -21
right_child=16 2 3 4 5 -7 -8 -9 9 10 12 -13 -14 14 18 -17 -18 -19 -20 20 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=5.1185735774028088e-05 0.0085475625967632776 0.00044607441579483213 0.0010724147447042575 7.9190389723520131e-05 -0.0083843064095582009 0.0064182005416998384 0.0019250210999995365 0.00073733070613603595 0.002118246279902738 0.005359911171687862 0.028056684577861781 -0.0013541278519320103 0.0069064110853388665 0.038797426759265369 -0.0036926507558673622 0.009534781500891161 -0.00081720150676694615 -0.01572639649467809 0.018959041987545791 -0.00037255690976324305 -1.2656047935634719e-05 0.0017683532464147765 0.021148494515745415 0.00096853098191655165 0.006153083763395747 -0.0072521038415531321 -0.00065456370750948279 0.021577244217182143 -0.0010525484469725707 0.0029782618033880313
leaf_weight=900844 180 1838 2101 2236 115 784 528 19383 760 295 77 7661 122 24 50 24 16421 21 28 16908 283883 7349 21 886 84 30 17210 83 45614 1048
leaf_count=900844 180 1838 2101 2236 115 784 528 19383 760 295 77 7661 122 24 50 24 16421 21 28 16908 283883 7349 21 886 84 30 17210 83 45614 1048
internal_value=3.17939e-06 1.25412e-05 0.000554029 -0.000213011 0.0014363 0.00356278 8.12067e-05 0.00100965 0.00263943 0.00557984 0.00982309 -0.000831882 0.0138743 0.0180619 0.0119539 0.0241661 -0.000734626 0.00601148 0.00443873 -2.77142e-06 -0.000133045 -0.000516045 0.000200316 -0.000429633 0.00272237 0.0106102 -0.000627992 0.013819 -0.000805237 -0.000176987
internal_weight=1.32661e+06 1.30999e+06 36026 13425 3663 1427 643 22601 3218 1380 620 9762 325 203 126 48 16622 201 78 1.27396e+06 373116 89233 25663 18314 1083 197 17231 167 63570 17956
internal_count=1326608 1309986 36026 13425 3663 1427 643 22601 3218 1380 620 9762 325 203 126 48 16622 201 78 1273960 373116 89233 25663 18314 1083 197 17231 167 63570 17956
cat_boundaries=0 1 2
cat_threshold=112 102
is_linear=0
shrinkage=0.05


Tree=121
num_leaves=31
num_cat=2
split_feature=109 76 136 61 41 136 39 112 38 120 111 64 52 67 74 58 94 20 31 72 52 21 1 9 38 8 14 86 29 73
split_gain=3.37502 6.64095 7.69282 7.68397 5.71586 13.801 10.7284 7.87286 7.0008 6.81926 5.34662 6.75477 6.22692 5.5786 5.4 5.23547 5.18595 5.10061 5.09367 5.07044 5.14747 5.85861 5.62938 4.97393 4.81949 4.58017 5.08141 4.44384 4.27224 4.87338
threshold=0.22994823008775714 0.80500000715255748 0 0.40271677076816564 9.0500001907348651 1 19.44999980926514 -0.71322327852249134 15.650000095367433 -0.84335932135581959 0.075962934643030181 0.83499997854232799 0.064999999478459372 1.0349999666213991 0.6023298203945161 189.386833190918 -0.84805816411972035 4.2049999237060556 1011.3500061035157 0.75877347588539135 1.1549999713897707 7.0650000572204599 119.50000000000001 1.0500000119209292 13.750000000000002 9.5500001907348651 0.88499999046325695 0.86946904659271251 1007.2500000000001 0.63121524453163158
decision_type=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 2 2 2 2
left_child=1 15 4 24 5 8 18 10 -3 -8 12 -12 14 27 -7 17 -15 -1 -6 20 21 22 -18 -23 -4 26 -20 -14 29 -24
right_child=-2 2 3 -5 6 7 9 -9 -10 -11 11 -13 13 16 -16 -17 19 -19 25 -21 -22 23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.018376209245373688 3.7494244984283027e-05 0.0005333664180385316 -0.0010446522117074455 -0.00031945484252722219 0.00089310671146390045 0.0036617755579469533 -0.00069840616805091492 -0.0015941877770531616 0.0028790556257515336 0.0020989424215628887 -0.0028229286247284254 -0.00011516579182241327 0.00013847006518328539 -0.0023142579597528906 0.00042096679979674798 -0.0010183996631302399 0.0070643563579795956 -0.0048906279265177877 -0.0023810506313668529 0.00017943427900442594 0.00081709121423965438 0.030315136436659559 0.025481217094243336 0.0075209726768227115 -0.0033729699359601262 -0.0049241022417650859 -0.00060493415985663174 -0.0024900184792311917 0.0011270235079573661 0.0023746538416228513
leaf_weight=24 1117760 5716 6903 66621 2899 2725 3626 6496 7172 5458 2668 16844 3529 1556 2433 7550 532 1271 5996 24473 11741 26 39 301 3278 859 12263 2954 2840 55
leaf_count=24 1117760 5716 6903 66621 2899 2725 3626 6496 7172 5458 2668 16844 3529 1556 2433 7550 532 1271 5996 24473 11741 26 39 301 3278 859 12263 2954 2840 55
internal_value=3.02137e-06 -0.000181478 -0.000122186 -0.000514897 0.000122657 0.000320574 -0.000463399 7.356e-05 0.00183729 0.000982343 0.000222556 -0.000485415 0.000482198 0.000304964 0.0021331 -0.0015222 0.000517748 -0.00445943 -0.0010599 0.000627893 0.00133442 0.00293577 0.00233219 0.00933335 -0.00179431 -0.00135605 -0.00118819 -0.00105921 0.00147414 0.0119614
internal_weight=1.32661e+06 208848 200003 76802 123201 92100 31101 79212 12888 9084 72716 19512 53204 48046 5158 8845 41563 1295 22017 40007 15534 3793 3466 327 10181 19118 18259 6483 2934 94
internal_count=1326608 208848 200003 76802 123201 92100 31101 79212 12888 9084 72716 19512 53204 48046 5158 8845 41563 1295 22017 40007 15534 3793 3466 327 10181 19118 18259 6483 2934 94
cat_boundaries=0 1 2
cat_threshold=3488 32
is_linear=0
shrinkage=0.05


Tree=122
num_leaves=31
num_cat=1
split_feature=101 76 4 38 52 55 120 10 15 95 55 132 31 136 67 82 32 2 52 87 67 52 99 11 24 4 27 67 32 83
split_gain=3.35442 6.96223 5.88766 7.69808 7.13277 6.31921 5.86143 4.95629 4.79112 4.73071 6.55335 5.69859 4.69226 4.55691 4.43182 4.1593 6.45714 8.32206 8.13819 8.98165 4.78556 4.79217 4.5018 5.11871 4.44636 4.14105 4.10891 5.78663 4.37882 5.1855
threshold=0.24345561861991885 0.80500000715255748 3.3500000238418584 18.050000190734867 0.064999999478459372 1.0000000180025095e-35 -0.18222858756780622 12.250000000000002 1.4650000333786013 -0.90261414647102345 5.2850000858306894 1016.9500122070314 1014.7500000000001 0 1.794999957084656 315.48143005371099 10.84999990463257 342.50000000000006 1.4049999713897707 0.86508312821388256 39.68499946594239 28.355000495910648 -0.98978891968727101 5.7500000000000009 187.50000000000003 10.150000095367433 237.50000000000003 0.67500001192092907 17.349999427795414 298.74232482910162
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 13 3 -3 5 -4 -5 -7 -8 10 11 12 -2 -1 -14 20 25 24 19 22 -11 -22 23 -19 -18 -17 27 -6 29 -28
right_child=9 2 4 6 26 7 8 -9 -10 15 -12 -13 14 -15 -16 16 17 18 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.002232670928594617 0.00076630938017875345 1.8672871946544576e-05 -0.0017122009873181414 0.0004032950297605899 0.0012405000430351339 0.0029051333956254537 0.0017905184183647097 -0.0036361104505621615 0.0054646093380206944 3.214197260800427e-05 0.0014849474007096438 -0.005728914337354874 0.0012434053834270414 -0.00015627327802365343 -0.00087968313936713732 -0.0015054667288643758 0.0034518605190376412 0.00369372365789281 0.00016528251566273278 0.00042398680679365039 0.0012481973449856784 2.525332339138843e-06 0.0049623031989995785 0.029681897055706941 -0.00032221234355750731 4.8343412328453053e-05 -0.00034699268360200629 -0.0010035673177901034 -0.0014414441531678335 0.00040779141684362262
leaf_weight=6485 18574 88473 1191 8427 3140 3871 5060 313 1076 877656 13081 405 3120 4470 11585 15123 790 36 5922 1626 16469 14535 1905 40 64307 5985 80711 33749 6793 31690
leaf_count=6485 18574 88473 1191 8427 3140 3871 5060 313 1076 877656 13081 405 3120 4470 11585 15123 790 36 5922 1626 16469 14535 1905 40 64307 5985 80711 33749 6793 31690
internal_value=2.8703e-06 -0.000152447 -0.000101288 0.000194015 -0.000289739 0.0015011 0.00125925 0.00241579 0.0024348 4.35702e-05 0.000535146 0.000166296 0.00023804 -0.00138761 -0.000429222 2.06823e-05 -0.000292788 -7.43963e-05 0.00130566 0.00317794 5.37086e-05 0.000664213 0.00543838 0.0173717 -0.000276411 -0.0010649 -0.00035141 -0.000812552 -0.000208693 -0.000134191
internal_weight=1.32661e+06 275449 264494 103036 161458 5375 14563 4184 6136 1.05116e+06 46765 33684 33279 10955 14705 1.00439e+06 95734 74626 9529 3607 908660 31004 1981 76 65097 21108 156083 36889 119194 112401
internal_count=1326608 275449 264494 103036 161458 5375 14563 4184 6136 1051159 46765 33684 33279 10955 14705 1004394 95734 74626 9529 3607 908660 31004 1981 76 65097 21108 156083 36889 119194 112401
cat_boundaries=0 1
cat_threshold=1251
is_linear=0
shrinkage=0.05


Tree=123
num_leaves=31
num_cat=1
split_feature=89 68 107 1 8 118 112 78 89 61 116 112 17 31 90 93 101 78 66 8 79 38 0 74 13 136 66 52 75 12
split_gain=3.32528 3.52322 7.82266 5.98677 5.8847 4.8123 4.35259 4.15618 3.86568 14.1928 5.68808 5.19969 4.71924 4.1335 4.51581 3.58596 3.50532 6.04799 6.37576 5.86067 5.09332 6.91851 5.03973 4.7982 4.20318 4.04966 3.807 6.03487 5.99615 4.79232
threshold=0.78353676199913036 325.72602844238287 -0.52244654297828663 346.50000000000006 12.34999990463257 0.9980967938899995 -0.38266885280609125 42.245000839233406 0.12824647873640063 0.43334643542766577 0.71322327852249157 0.19936034083366397 6.4600000381469735 1014.9500122070314 -0.22179838269948957 0.63403883576393139 -0.081480994820594774 0.79500001668930065 0.87500000000000011 4.4500000476837167 6.2850000858306894 18.050000190734867 35.500000000000007 0.40291579067707067 0.63499999046325695 0 29.664999961853031 16.644999504089359 0.73320329189300548 1.5549999475479128
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 7 3 5 -4 -3 -6 8 16 11 -11 15 13 14 -13 -10 17 24 23 20 -20 -22 -23 -19 -1 -21 28 -28 -18 -30
right_child=-2 2 4 -5 6 -7 -8 -9 9 10 -12 12 -14 -15 -16 -17 26 18 19 25 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0041590676959300521 -0.001262734743408365 0.0012726538517967888 -0.0011226909324295708 0.005777835562799101 -0.00043400862138441066 0.025828756706323477 0.0035332465118613219 -0.00077504847173123683 6.7256508852808774e-05 0.00222826904589269 0.0067929332155910738 -0.0085073393436048087 0.0052536873746781756 -0.012867764932908924 0.016195780997844161 -0.0020064540508375919 6.2053350894817648e-05 0.0014482618380612759 -0.00022749699141681102 2.7602409220984912e-05 0.00056856876341134595 0.0092879652039967991 0.0024249583705967378 -6.0090148185696003e-05 -0.0010571021135442234 -0.0009419392260236535 0.00098096503929896391 3.907628173767982e-05 -0.00062382718756251313 -9.4557386441614287e-05
leaf_weight=1445 5171 8217 6650 834 1335 20 1434 17160 13635 4484 805 37 754 74 37 2461 836221 9433 31588 14637 9635 383 887 11954 4471 40825 26195 48481 57121 170224
leaf_count=1445 5171 8217 6650 834 1335 20 1434 17160 13635 4484 805 37 754 74 37 2461 836221 9433 31588 14637 9635 383 887 11954 4471 40825 26195 48481 57121 170224
internal_value=2.72588e-06 7.67784e-06 0.000693027 0.00174101 -0.000316235 0.00133228 0.00162054 -2.04788e-06 8.26851e-06 0.000661039 0.00292302 -4.27876e-05 0.00365137 -0.00451177 0.00384422 -0.000249804 -3.24576e-06 -0.000254296 -0.000176941 -0.000347706 9.41382e-05 0.0010258 0.00449467 0.000605187 -0.00181477 -0.000686232 2.43811e-05 0.000369474 1.51139e-07 -0.000227538
internal_weight=1.32661e+06 1.32144e+06 18490 9071 9419 8237 2769 1.30295e+06 1.28579e+06 22287 5289 16998 902 148 74 16096 1.2635e+06 125258 119342 97955 42493 10905 1270 21387 5916 55462 1.13824e+06 74676 1.06357e+06 227345
internal_count=1326608 1321437 18490 9071 9419 8237 2769 1302947 1285787 22287 5289 16998 902 148 74 16096 1263500 125258 119342 97955 42493 10905 1270 21387 5916 55462 1138242 74676 1063566 227345
cat_boundaries=0 1
cat_threshold=6274
is_linear=0
shrinkage=0.05


Tree=124
num_leaves=31
num_cat=1
split_feature=36 79 68 107 0 8 52 81 32 61 108 136 37 57 98 32 65 30 33 68 38 87 82 95 26 28 104 8 9 98
split_gain=3.17529 3.52781 4.10956 3.79658 4.98342 4.66145 4.57207 3.67735 6.3186 5.75725 5.92645 4.72527 4.50794 4.3544 4.21977 4.73732 4.19404 4.35339 4.10627 3.93696 3.58469 3.41626 3.77652 3.36877 3.34965 3.31072 3.81893 3.27678 3.14765 3.8594
threshold=6.9500000476837167 43.82500076293946 319.24395751953131 -0.26391372084617609 349.50000000000006 5.3500001430511483 1.7749999761581423 315.73339843750006 10.84999990463257 0.32380297780036932 0.80311867594718944 0 10.949999809265138 192.91523742675784 -0.82540801167488087 15.750000000000002 0.64499998092651378 1013.0499877929689 11.050000190734865 310.72337341308599 12.250000000000002 0.78310930728912365 310.40640258789068 -0.92101618647575367 352.50000000000006 1020.9500122070314 -0.58300685882568348 12.949999809265138 17.750000000000004 -0.78424084186553944
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=28 2 7 4 23 -6 -7 -2 -9 10 12 -12 -10 14 15 21 17 -15 -18 25 -8 -13 -23 -4 -3 26 -19 -22 -1 -30
right_child=1 24 3 -5 5 6 20 8 9 -11 11 13 -14 16 -16 -17 18 19 -20 -21 27 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0027740351974032706 1.8305747740329966e-05 -0.00079999925574501514 0.0019243339343810784 -0.00087378694742139967 -0.0020163555084625777 0.0061508041292801918 -0.00048466973366768164 -0.0012138999264232361 0.0041841445325065977 -0.00037027036519349319 -0.0012731451378562436 -0.0065358425553851927 -0.00044919487075655679 -0.0040021306489195141 -0.0019948702493335045 0.017100602304139598 -0.0051376907742100263 0.026205053233674599 0.0027577200360763034 0.022949496070699148 0.0029681998185587186 0.02321928532227226 0.0025204919110195702 0.00032751604069793859 0.0058772297051588179 0.019827412374828178 0.0040750902976202158 0.013112760660575932 0.029938096266526444 0.0029483339490575925
leaf_weight=250 1183340 16385 3748 4346 434 1012 777 16051 558 54266 1159 103 8867 70 1043 55 171 21 4455 48 424 23 526 27815 190 48 272 98 26 27
leaf_count=250 1183340 16385 3748 4346 434 1012 777 16051 558 54266 1159 103 8867 70 1043 55 171 21 4455 48 424 23 526 27815 190 48 272 98 26 27
internal_value=2.58924e-06 1.42004e-06 1.05936e-05 0.000518479 0.000694845 0.00273825 0.00363115 -4.85145e-06 -0.000317184 -0.000116401 0.000674489 0.0016759 -0.000174882 0.00217465 2.65794e-05 0.00300872 0.00291819 0.00747685 0.00246587 0.00954247 0.00166819 0.00181999 0.00338765 0.000517133 -0.000723458 0.00765527 0.0056612 0.00487273 0.00512048 0.0161886
internal_weight=1.32661e+06 1.3263e+06 1.30973e+06 38654 34308 2745 2311 1.27108e+06 87736 71685 17419 7994 9425 6835 1750 707 5085 459 4626 389 1299 652 549 31563 16575 341 293 522 303 53
internal_count=1326608 1326305 1309730 38654 34308 2745 2311 1271076 87736 71685 17419 7994 9425 6835 1750 707 5085 459 4626 389 1299 652 549 31563 16575 341 293 522 303 53
cat_boundaries=0 1
cat_threshold=1031
is_linear=0
shrinkage=0.05


Tree=125
num_leaves=31
num_cat=2
split_feature=84 134 0 99 12 71 68 52 55 63 7 0 1 119 56 136 15 38 83 20 66 56 52 9 74 63 136 111 15 38
split_gain=4.05663 4.06194 3.79848 4.3274 3.79629 5.2447 4.93225 3.67968 4.55968 3.57722 3.42353 3.8777 3.81378 3.63567 4.07575 3.30832 4.07432 4.19086 3.44315 3.2687 3.65986 3.24369 6.88435 3.86903 4.32939 4.58215 3.64594 3.44727 3.26947 3.21519
threshold=0.89714345335960399 1009.4500122070314 4.5000000000000009 -0.95607399940490712 1.1050000190734866 192.45852661132815 206.43116760253909 0.14500000327825549 2.0749999284744267 0.31981788575649267 5.6499998569488534 12.500000000000002 224.50000000000003 0.63605400919914257 163.88836669921878 0 2.6350001096725468 12.650000095367433 312.03178405761724 5.2449998855590829 1.435000002384186 307.31059265136724 0.54500001668930065 2.0499999523162846 0.57404181361198436 0.26236602663993841 1 0.76463767886161815 1.0649999976158144 15.250000000000002
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 1 2 2 2
left_child=1 21 3 -2 5 -3 29 10 15 -10 11 -4 -13 -12 -15 16 -9 -18 -19 -8 -21 -1 23 24 25 27 28 -23 -24 -6
right_child=2 4 7 -5 6 -7 19 8 9 -11 13 12 -14 14 -16 -17 17 18 -20 20 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.9238311200985071e-05 0.0031046914196262133 0.014246767850338736 0.023824606193229556 7.975451308891853e-05 -0.011124794801730398 -0.0032383655366514589 -0.0023814844232899184 -0.00089412750029561829 0.001513759264697853 -0.00045853580898954673 -0.0018790309323256139 -0.0022473042371031274 0.00258581855556566 -0.0014272174215875567 0.006754112462250151 -0.0017024598500679196 0.0044244840732264694 0.0049904521432166046 -0.0067418458330180363 0.0029817924594498098 -0.00030274153648915408 0.030738202924840155 -0.0044036653473745928 0.0019878523610127241 0.0024826164977428946 0.0061902473765340724 0.00048567349215487653 0.006030835513956845 -0.00032000728629687236 -0.001201742716183813
leaf_weight=1173280 1421 44 20 7039 175 1695 1833 4935 2531 25083 1720 496 2305 308 301 13681 774 95 183 874 28640 48 511 3237 190 88 41987 20 12006 153
leaf_count=1173280 1421 44 20 7039 175 1695 1833 4935 2531 25083 1720 496 2305 308 301 13681 774 95 183 874 28640 48 511 3237 190 88 41987 20 12006 153
internal_value=3.34298e-06 2.25344e-05 -0.00039528 0.000587844 -0.000521415 -0.00279596 -0.00039654 -0.000553908 -0.000692148 -0.000277762 0.000715265 0.00188662 0.00172997 -0.000703533 0.00261643 -0.00127395 -0.000291418 0.00253316 -0.00273261 -0.000332717 -0.000205476 3.72948e-05 0.000402013 0.00252503 0.00755055 0.013723 0.00026245 0.0234713 -0.000486332 -0.00649605
internal_weight=1.32567e+06 1.26478e+06 60892 8460 33414 1739 31675 52432 47282 27614 5150 2821 2801 2329 609 19668 5987 1052 278 31347 29514 1.23137e+06 58087 3583 346 156 54504 68 12517 328
internal_count=1325673 1264781 60892 8460 33414 1739 31675 52432 47282 27614 5150 2821 2801 2329 609 19668 5987 1052 278 31347 29514 1231367 58087 3583 346 156 54504 68 12517 328
cat_boundaries=0 1 2
cat_threshold=4900 6722
is_linear=0
shrinkage=0.05


Tree=126
num_leaves=31
num_cat=2
split_feature=84 134 21 85 14 1 99 122 136 119 52 11 114 30 79 91 61 31 93 136 38 120 56 52 63 20 30 67 115 127
split_gain=3.66137 3.6659 3.48829 4.48951 3.57867 3.41736 3.86971 3.55726 3.97931 4.00046 3.7401 6.04754 3.29055 3.26854 3.1435 3.72006 3.70769 3.03838 5.30018 4.81689 3.62612 3.31233 3.05933 5.56233 3.61534 4.32893 6.95416 4.99493 4.34252 3.46002
threshold=0.89714345335960399 1009.4500122070314 5.2850000858306894 0.7954373061656953 1.1449999809265139 4.5000000000000009 -0.95809912681579579 -0.46173103153705591 0 0.93663650751113903 0.10500000044703485 7.5499999523162851 -0.99992385506629933 1012.0499877929689 2.2949999570846562 -0.29365019500255579 0.6704353690147401 1023.6499938964845 -0.40683771669864649 1 11.250000000000002 -0.47714059054851526 308.38565063476568 0.54500001668930065 0.28849658370018011 5.3150000572204599 1015.0499877929689 0.79500001668930065 -0.8338540494441985 -0.50751903653144825
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 2
left_child=1 17 3 -3 14 6 -2 8 9 -7 11 12 -10 -11 15 -4 -16 22 19 -19 21 -21 -1 24 25 -24 29 28 -28 -27
right_child=5 2 4 -5 -6 7 -8 -9 10 13 -12 -13 -14 -15 16 -17 -18 18 -20 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=3.9651814987304589e-05 0.0029766635700260299 -0.0077288327187516387 -0.0039955008183919505 -0.0014658053063375939 -0.00022435944367332468 0.00044053672479856275 8.4419590670138471e-05 -0.001240999880940556 0.012901620696655998 0.028832940934669406 -0.00080571869263436346 -0.0022851178861120272 0.0021056005389538664 0.0054608619986818395 -0.0040535500804177857 -0.015567386432875148 0.0015856619902627487 0.0031031198809827443 -0.00017622465812363076 0.0036669640330063247 -0.004181844230353453 -0.002621783245698105 0.00071036799122715835 0.00030192438568541337 0.0011137354089839735 0.014117810159022437 0.0052771360653897995 0.0089095274559049704 0.031293443255653641 0.0010501468802103773
leaf_weight=1100279 1382 331 401 2111 29321 10932 7088 13064 73 21 25187 964 2129 52 578 84 588 366 80347 328 1926 579 471 44255 2012 58 23 270 53 400
leaf_count=1100279 1382 331 401 2111 29321 10932 7088 13064 73 21 25187 964 2129 52 578 84 588 366 80347 328 1926 579 471 44255 2012 58 23 270 53 400
internal_value=3.17538e-06 2.14079e-05 -0.000495344 -0.00231473 -0.000351895 -0.00037553 0.00055633 -0.000526093 -0.000288796 0.000517967 -0.000601906 0.00101762 0.00246351 0.0121843 -0.00261686 -0.0059997 -0.00120976 3.54303e-05 -0.000255689 -0.00225155 -0.00294389 -0.000347573 5.66199e-05 0.000449318 0.00243377 0.00451684 0.00674675 0.0120968 0.0234201 0.002705
internal_weight=1.32567e+06 1.26478e+06 33414 2442 30972 60892 8470 52422 39358 11005 28353 3166 2202 73 1651 485 1166 1.23137e+06 83546 3199 2833 907 1.14782e+06 47542 3287 1275 804 346 76 458
internal_count=1325673 1264781 33414 2442 30972 60892 8470 52422 39358 11005 28353 3166 2202 73 1651 485 1166 1231367 83546 3199 2833 907 1147821 47542 3287 1275 804 346 76 458
cat_boundaries=0 1 2
cat_threshold=900 32
is_linear=0
shrinkage=0.05


Tree=127
num_leaves=31
num_cat=2
split_feature=86 24 83 114 18 23 82 32 71 136 9 77 4 74 136 107 123 126 23 61 11 20 34 85 85 34 41 105 83 55
split_gain=3.47754 3.07837 6.84106 4.26327 4.27621 3.8038 3.46284 6.89053 6.5392 6.23948 12.5068 7.34068 7.04445 6.68599 6.24595 8.87431 5.16656 4.9808 4.793 4.7731 4.49181 5.39303 4.4825 4.16228 4.20959 4.76125 4.05478 3.99342 4.24655 3.93124
threshold=0.92630842328071605 171.50000000000003 222.27156829833987 -0.095842104405164705 9.5450000762939471 4.5050001144409189 316.98497009277349 11.150000095367433 313.82409667968756 0 1.0000000180025095e-35 6.8150000572204599 7.9500000476837167 0.35009844601154333 1 -0.5038832128047942 -0.85260769724845875 0.9536806344985963 5.5850000381469735 0.35306556522846227 8.5500001907348651 6.1349999904632577 12.949999809265138 0.84801092743873607 0.8696364462375642 11.949999809265138 14.150000095367433 -0.74188002943992604 322.32740783691412 0.67500001192092907
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 8 -8 -3 10 11 -9 13 19 15 17 -16 -14 22 27 -17 23 -13 -22 -25 -26 -15 28 -12 -29
right_child=-2 6 3 5 -6 -7 7 9 -10 -11 12 18 14 26 16 20 -18 -19 -20 -21 21 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-8.5305153023272951e-05 -0.0012579765367268141 1.6346594626142841e-07 0.0026644854149163915 -0.0091890442242416048 2.0763853388651913e-06 0.0030073541146113558 -0.00098479026789060741 -0.0068374699261039493 0.00067662295100938169 -0.00036696350707056462 0.0073441643472306611 -0.010142757312331181 -2.128871007213243e-05 -0.00038331320238591909 0.011720429089926359 -0.0019166747268784786 0.00060140259101521096 0.010798788371774384 0.013868490187147881 -0.001355060258751626 0.015808783644871389 0.00090296010816652377 0.0078534018233947355 -0.0040658329097230149 -0.0069489402728504504 0.012112565436977727 -0.01048238332301844 0.0099195155023815151 0.032881113100383018 0.0018295836765621341
leaf_weight=18278 5445 1147220 2118 65 5238 3878 25961 75 36874 52842 41 44 133 16305 106 547 7257 531 307 324 122 709 162 92 40 181 100 235 27 416
leaf_count=18278 5445 1147220 2118 65 5238 3878 25961 75 36874 52842 41 44 133 16305 106 547 7257 531 307 324 122 709 162 92 40 181 100 235 27 416
internal_value=3.01778e-06 8.21848e-06 0.00051257 0.00147973 0.000768659 0.0028063 -3.33941e-06 -0.000276353 2.12292e-05 -4.81562e-05 0.000558765 0.00777345 0.000402811 -0.00019808 0.00148167 0.0037176 0.000760443 0.00863151 0.00990954 0.00368366 0.00181006 0.00359198 0.00400956 0.00797479 0.00492128 0.00866252 -0.000444874 0.00595423 0.0174838 0.00474991
internal_weight=1.32567e+06 1.32023e+06 29577 11299 7356 3943 1.29065e+06 106557 1.18409e+06 80596 27754 588 27166 17448 9718 2355 7363 664 513 1043 1691 1144 206 435 313 221 16405 719 68 651
internal_count=1325673 1320228 29577 11299 7356 3943 1290651 106557 1184094 80596 27754 588 27166 17448 9718 2355 7363 664 513 1043 1691 1144 206 435 313 221 16405 719 68 651
cat_boundaries=0 1 2
cat_threshold=656 16
is_linear=0
shrinkage=0.05


Tree=128
num_leaves=31
num_cat=3
split_feature=7 111 58 2 68 8 136 93 136 18 28 52 87 31 68 63 70 72 86 85 73 66 38 112 17 39 71 26 136 4
split_gain=3.33954 4.1057 4.60436 3.94051 3.50225 3.86982 6.10804 4.67521 4.33986 4.49034 3.79842 3.79381 6.11096 6.28159 7.2545 5.66571 5.16191 4.1658 3.52173 3.51041 3.50734 3.48225 3.72511 3.53241 3.43839 3.79593 3.38246 3.34101 3.63342 3.66041
threshold=11.550000190734865 0.88393688201904308 242.65260314941409 115.50000000000001 319.24395751953131 5.6499998569488534 0 -0.14928258210420606 1 6.0650000572204599 1011.1499938964845 1.8149999976158144 0.85410475730896007 1018.1499938964845 337.21759033203131 0.31047247350215917 322.19624328613287 0.65248388051986705 0.92630842328071605 0.90882146358490001 0.44413483142852789 10.984999656677248 13.050000190734865 -0.46173103153705591 10.405000209808351 16.94999980926514 314.83996582031256 334.50000000000006 2 15.34999990463257
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 1 2
left_child=4 2 3 -2 18 6 7 10 9 -8 -6 12 13 -7 15 16 -15 20 -1 -19 26 22 23 -16 25 -11 -14 28 29 -5
right_child=1 -3 -4 27 5 11 8 -9 -10 24 -12 -13 17 14 21 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.2804635629984975e-05 -0.0049490154192882198 4.2967128204027368e-05 -0.00041502071101840718 0.00027116966881948117 -0.0023217164115339984 0.0018212654694897087 0.015325113348159437 -0.00028627222639728288 0.0001236679984551675 -0.0035832419827898777 0.0097231392750897309 0.00045307130703460216 -0.0012622488496965483 0.004552920770001947 0.033035988456163651 0.00085194509599254258 0.016717019732055818 0.0023265507207952921 -0.0013435057639310476 -0.0020206152848369833 -0.0039256666338978964 0.0027190234029182683 0.00014455822030348437 0.015893956608288275 1.5458650904712464e-05 0.017292788273930042 0.0086744565982371565 -0.0076939537060360308 -0.0024009980851151581 -0.009087569195556474
leaf_weight=1213763 882 36248 27451 3206 80 1976 37 338 8805 2131 360 15470 272 240 39 499 137 2608 4805 565 765 54 28 131 1151 22 125 204 3173 108
leaf_count=1213763 882 36248 27451 3206 80 1976 37 338 8805 2131 360 15470 272 240 39 499 137 2608 4805 565 765 54 28 131 1151 22 125 204 3173 108
internal_value=2.86675e-06 -0.000330064 -0.000716132 -0.00180761 2.17831e-05 0.000508985 -0.000182812 0.00408354 -0.000459073 -0.00199064 0.00753317 0.000899258 0.00182714 0.0035207 0.00649773 0.00434709 0.0089733 0.000614495 7.4565e-06 0.00155247 -0.00194678 0.0139738 0.0170432 0.0198265 -0.00219057 -0.00336992 0.00186644 -0.00139352 -0.00119539 -3.37207e-05
internal_weight=1.32567e+06 71272 35024 7573 1.2544e+06 35833 12924 778 12146 3341 440 22909 7439 3104 1128 876 377 4335 1.21857e+06 3173 1162 252 198 170 3304 2153 397 6691 6487 3314
internal_count=1325673 71272 35024 7573 1254401 35833 12924 778 12146 3341 440 22909 7439 3104 1128 876 377 4335 1218568 3173 1162 252 198 170 3304 2153 397 6691 6487 3314
cat_boundaries=0 1 2 3
cat_threshold=544 2066 1797
is_linear=0
shrinkage=0.05


Tree=129
num_leaves=31
num_cat=2
split_feature=84 134 12 71 68 0 99 52 55 92 52 63 12 8 35 33 5 60 136 38 65 62 88 55 87 39 136 15 61 66
split_gain=3.12213 3.2581 3.16384 4.67672 4.4242 3.05838 3.57541 3.13404 4.04827 3.38709 4.29017 4.17561 3.98748 3.09965 3.0633 5.98079 5.07532 3.62601 3.14504 2.89635 2.89284 3.40731 3.25426 3.42821 2.90521 2.88465 3.90504 5.23809 3.21507 3.56545
threshold=0.89714345335960399 1009.4500122070314 1.1050000190734866 192.45852661132815 206.43116760253909 4.5000000000000009 -0.95607399940490712 0.14500000327825549 2.0749999284744267 -0.14741567522287366 1.5049999952316286 0.34670424461364752 2.7749999761581425 15.84999990463257 16.550000190734867 15.250000000000002 4.9500000476837167 0.30329014360904699 0 15.250000000000002 0.88499999046325695 0.5278717875480653 -0.77691233158111561 3.0149999856948857 0.79945704340934765 12.449999809265138 1 2.5749999284744267 0.46659608185291296 12.954999923706056
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 1 2 2 2
left_child=1 -1 3 -3 19 6 -2 14 25 11 -11 13 -13 -10 15 17 -17 -7 -19 -4 -5 -22 23 -23 -24 26 -9 -28 29 -27
right_child=5 2 4 20 -6 7 -8 8 9 10 -12 12 -14 -15 -16 16 -18 18 -20 -21 21 22 24 -25 -26 28 27 -29 -30 -31
leaf_value=3.2778478926821646e-05 0.0028229143239190228 0.013549400283955038 -0.010523685202135572 0.0021241406697299682 -0.00029315762515529661 -0.0016564296480583109 7.3339675038265923e-05 -0.0020788979289782365 0.0027101029816430349 0.0024590534718945201 -0.00094072616864243359 0.00027862741461925981 -0.0031218078961456454 -0.0067592775888947985 -0.0021141365186462943 0.00014687149815996559 0.0073024379375021698 0.00064993817619757646 0.0059733516550487913 -0.0011054828134517557 -0.0079366588943250074 -0.0021600788299536212 -0.0075041593836415281 0.0091866708398794499 -0.0014225370903521992 -0.0018829693599438828 -0.00047524005627979054 0.0034345112949321008 -0.00059680535880832339 -0.0055387091982834697
leaf_weight=1231367 1421 44 175 240 31347 1490 7039 2136 2172 992 14366 9041 953 90 823 406 636 1460 335 153 371 171 341 109 463 7303 3402 1145 4948 734
leaf_count=1231367 1421 44 175 240 31347 1490 7039 2136 2172 992 14366 9041 953 90 823 406 636 1460 335 153 371 171 341 109 463 7303 3402 1145 4948 734
internal_value=2.72256e-06 1.9559e-05 -0.000467604 -0.00254406 -0.000353604 -0.000346985 0.000535177 -0.000489324 -0.000616903 -0.000226447 -0.000721128 0.00039344 -4.56286e-05 0.00233334 0.000681977 0.0012138 0.00451438 0.00016686 0.00168034 -0.00613044 -0.00296182 -0.00380074 -0.00238522 0.00225705 -0.00400193 -0.00116511 -0.000321048 0.000508174 -0.00159952 -0.00221684
internal_weight=1.32567e+06 1.26478e+06 33414 1739 31675 60892 8460 52432 47282 27614 15358 12256 9994 2262 5150 4327 1042 3285 1795 328 1695 1455 1084 280 804 19668 6683 4547 12985 8037
internal_count=1325673 1264781 33414 1739 31675 60892 8460 52432 47282 27614 15358 12256 9994 2262 5150 4327 1042 3285 1795 328 1695 1455 1084 280 804 19668 6683 4547 12985 8037
cat_boundaries=0 1 2
cat_threshold=3136 4241
is_linear=0
shrinkage=0.05


Tree=130
num_leaves=31
num_cat=3
split_feature=113 83 17 4 117 128 136 37 123 79 35 101 78 4 72 35 17 4 39 57 43 136 35 4 40 136 64 11 35 111
split_gain=2.98332 6.65787 6.98973 5.09518 4.82936 4.63336 4.04407 3.99358 3.70689 4.21598 3.84597 3.349 6.91932 8.12124 6.37551 4.47381 4.47365 4.53415 5.64841 4.32204 3.95117 7.88573 5.39476 4.87452 5.77582 4.65511 3.92361 3.8715 3.86784 3.74285
threshold=-0.095842104405164705 250.09165954589847 14.039999961853029 9.5500001907348651 -0.095842104405164705 108.50000000000001 0 14.050000190734865 -0.41467745602130884 10.204999923706056 17.150000572204593 -0.064058817923068986 4.9249999523162851 6.3500001430511483 0.57779052853584301 17.150000572204593 11.120000362396242 0.94999998807907116 21.349999427795414 69.105731964111342 1.0000000180025095e-35 1 16.050000190734867 3.9500000476837163 14.050000190734865 2 2.6250000000000004 10.750000000000002 10.150000095367433 0.95214948058128368
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2
left_child=11 5 3 -3 7 -2 -5 -4 9 -9 -10 12 20 14 16 19 17 18 -14 -15 21 28 25 24 -22 26 -23 29 -1 -19
right_child=1 2 4 6 -6 -7 -8 8 10 -11 -12 -13 13 15 -16 -17 -18 27 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0074614544355765325 -1.2528740625410287e-05 -0.00034228732209103628 0.00074928732499229844 0.0051526972570478963 -0.0019834478602789494 -0.0060077824092049231 -0.00075293945742957707 0.0030199825040056962 0.00025263981776773155 0.0076142733573999442 0.004347406828225737 9.9768000477013896e-06 0.0038657328170145313 0.0043762796424037494 2.5679866173116775e-05 -0.0031835484506590409 0.00013913581791043551 0.001934924408765565 0.025391880999649726 -0.00048693868003169645 -0.0015090172273256254 -0.0024191913045221343 -0.0018916113351021089 -0.0023614859125488646 0.00051055099790619661 -6.1993066782250337e-06 -5.5872952215738709e-05 -0.0022754036298130733 0.0012713558819889309 -0.0062564047017383958
leaf_weight=129 38381 9317 3908 801 789 325 454 4356 2213 564 774 1137819 1797 466 19969 1527 4913 7780 31 23287 8720 4327 7097 6196 5960 22745 2956 633 7416 142
leaf_count=129 38381 9317 3908 801 789 325 454 4356 2213 564 774 1137819 1797 466 19969 1527 4913 7780 31 23287 8720 4327 7097 6196 5960 22745 2956 633 7416 142
internal_value=-5.21213e-07 0.000338446 0.00100868 6.05735e-05 0.00180393 -6.28687e-05 0.00305137 0.00205685 0.00270311 0.00354665 0.00131369 -1.71173e-05 -0.000261609 0.000123775 0.000614071 -0.000560177 0.00138222 0.00197042 0.00423078 -0.000391529 -0.000617589 -0.000352205 -0.000651645 -0.00118545 -0.000689084 -0.000358801 -0.00145797 0.00148743 0.00112056 0.0017881
internal_weight=1.32579e+06 61882 23176 10572 12604 38706 1255 11815 7907 4920 2987 1.26391e+06 126091 60545 35265 25280 15296 10383 1828 23753 65546 44670 37125 20876 14680 30028 7283 8555 7545 7922
internal_count=1325792 61882 23176 10572 12604 38706 1255 11815 7907 4920 2987 1263910 126091 60545 35265 25280 15296 10383 1828 23753 65546 44670 37125 20876 14680 30028 7283 8555 7545 7922
cat_boundaries=0 1 2 3
cat_threshold=4496 4132 1281
is_linear=0
shrinkage=0.05


Tree=131
num_leaves=31
num_cat=0
split_feature=89 11 88 99 97 122 112 93 87 24 83 16 38 116 88 125 91 37 101 79 29 72 20 10 67 82 94 12 16 92
split_gain=2.94174 3.81405 3.46585 4.14678 3.3062 3.32911 2.96663 3.12443 3.1529 2.85287 5.37656 4.5316 5.99596 5.3008 4.49483 2.86397 4.13947 3.45592 3.63438 4.20287 3.03152 3.95437 2.84294 3.81351 3.30824 4.60666 5.15989 2.78878 2.76371 5.15006
threshold=0.78353676199913036 18.44999980926514 -0.18806871026754376 -0.95715269446372975 -0.41160479187965388 0.82409480214118969 -0.99687939882278431 0.19167125225067141 0.84878700971603405 177.50000000000003 250.09165954589847 14.039999961853029 12.550000190734865 0.0087262028828263612 0.25886057317256933 0.93663650751113903 -0.74354863166809071 16.44999980926514 0.36587861180305487 8.8750000000000018 1016.9500122070314 0.71272641420364391 8.1350002288818377 5.3500001430511483 4.7449998855590829 241.77285766601565 -0.97057151794433583 0.74500000476837169 13.344999790191652 0.41504774987697607
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 4 -4 6 -6 7 8 -2 10 -1 15 -13 14 -14 20 17 18 -17 -20 21 22 24 -24 25 26 -12 -16 -11 -30
right_child=1 -3 3 -5 5 -7 -8 -9 -10 28 11 12 13 -15 27 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.0709732987255497e-05 0.0042006537939111395 0.020061638483145676 -0.0076052827642134752 -0.0017414481848010918 0.0053734851952677402 -0.013181846832426694 -0.0012882990750914735 -0.0074782044681556085 0.02181728796882404 3.9366203915026753e-05 0.022323505747830499 -0.0018843903794207219 0.0024539789524161398 -0.0023087360315633995 -0.0045008958522230391 -0.0082240186911076308 0.00080585166583078862 0.024595760058922073 0.020743087039075115 0.0036243623940870892 -0.0025126324512021914 -0.0039473192011586526 0.0037556666131775595 0.023694013476443405 -0.0020678863147049298 0.00075004044526098563 0.0041886712577971783 0.0077905017734327259 -0.0003528514881546223 2.2838746842101797e-05
leaf_weight=26029 81 21 402 1206 344 26 2918 34 37 893914 50 878 5751 529 50 35 587 30 55 103 1111 471 309 26 945 2655 182 599 147599 238815
leaf_count=26029 81 21 402 1206 344 26 2918 34 37 893914 50 878 5751 529 50 35 587 30 55 103 1111 471 309 26 945 2655 182 599 147599 238815
internal_value=-4.93495e-07 -0.0012027 -0.00129116 -0.00320741 -0.000395428 0.0040696 -0.000933558 0.00587654 0.00972451 4.12063e-06 0.000417837 0.0011943 0.00200826 0.00250151 0.00289911 0.000225459 0.00300895 0.00880812 0.00635409 0.00958341 -0.000166717 0.00039523 0.000886072 0.00530312 0.000499926 0.00134045 0.00809704 0.00684355 -8.93231e-06 -0.000120664
internal_weight=1.32579e+06 5069 5048 1608 3440 370 3070 152 118 1.32072e+06 40395 14366 7807 6929 6400 6559 810 223 193 158 5749 4638 4167 335 3832 2887 232 649 1.28033e+06 386414
internal_count=1325792 5069 5048 1608 3440 370 3070 152 118 1320723 40395 14366 7807 6929 6400 6559 810 223 193 158 5749 4638 4167 335 3832 2887 232 649 1280328 386414
is_linear=0
shrinkage=0.05


Tree=132
num_leaves=31
num_cat=0
split_feature=132 7 79 53 75 54 92 17 19 67 71 77 88 64 16 17 112 12 0 104 58 78 107 72 38 60 96 43 72 11
split_gain=2.7888 2.66868 3.2564 6.67653 4.63096 9.8272 4.52978 4.04152 4.00087 5.0741 3.92866 4.24361 4.28803 4.25296 4.18335 8.45229 6.47246 5.53711 5.16202 5.29297 4.01656 4.63965 4.83281 4.25794 4.12101 3.80733 3.69366 3.68276 3.68187 3.74766
threshold=1023.0499877929689 11.550000190734865 17.134999275207523 9.9549999237060565 0.76989722251892101 4.2850000858306894 -0.61181876063346852 4.0850000381469735 10.405000209808351 2.3649998903274541 321.49378967285162 24.595000267028812 -0.55496394634246815 4.3450000286102304 13.344999790191652 11.775000095367433 -0.11319890245795249 1.3049999475479128 4.5000000000000009 -0.51487350463867176 255.66043853759768 9.9149999618530291 -0.63193672895431507 0.57107102870941173 13.550000190734865 0.62813556194305431 -0.73095536231994618 12.150000095367433 0.62003371119499218 4.0499999523162851
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 10 6 8 -8 27 -10 11 13 -13 20 15 28 -16 18 19 -17 21 23 24 -1 -23 -25 -20 -6 29 -15
right_child=-2 -3 3 -5 5 -7 7 -9 9 -11 -12 12 -14 14 16 17 -18 -19 26 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=3.8570920923508789e-05 -0.0014793845853333836 -0.0002947962765640515 0.00054846279844465576 -0.000190891368923656 -0.00093488416666040832 1.6233800310698983e-05 0.012538095240791639 -0.00044796879436732347 0.0020962553270049431 -0.0026489855907123167 0.0012373006344648999 -0.00036255446883442144 -0.0027297947669899804 0.0022646171453500441 -0.00026737016606210971 0.0059038891620362124 0.0024001350636616804 0.0009031014748353696 0.0025760972787448335 0.026198861369972723 -0.00042615580562837532 0.00024446195669209644 -0.00076821957934576927 -0.00079325648364082671 0.0018772707874462865 0.00032169232813156982 -0.0026638020712143823 0.0054831409947905642 -5.9546811327045764e-05 0.00026335516398844739
leaf_weight=679413 3180 71143 77943 50200 14567 135034 60 41883 614 6830 6800 6926 2643 3733 36531 583 2425 22723 4023 34 51605 6754 3994 28821 9032 10427 367 227 41011 6266
leaf_count=679413 3180 71143 77943 50200 14567 135034 60 41883 614 6830 6800 6926 2643 3733 36531 583 2425 22723 4023 34 51605 6754 3994 28821 9032 10427 367 227 41011 6266
internal_value=-4.68821e-07 3.08698e-06 2.00209e-05 0.000258821 -7.22009e-06 -0.000225872 -0.000735253 -0.000429392 -0.00131213 -0.00225759 3.99158e-05 3.10396e-05 -0.0010164 4.20812e-05 0.000322482 0.000532155 -0.000101319 0.00123476 0.00273991 0.00702225 3.08833e-07 3.01118e-05 0.000785558 9.31931e-06 0.00117868 -0.000497048 0.00213805 -0.000836406 0.000150204 0.0010105
internal_weight=1.32579e+06 1.32261e+06 1.25147e+06 128143 1.12333e+06 199215 64181 41943 22238 7444 924111 917311 9569 907742 117696 78740 38956 27730 5007 617 790046 738441 19780 718661 15786 39248 4390 14794 51010 9999
internal_count=1325792 1322612 1251469 128143 1123326 199215 64181 41943 22238 7444 924111 917311 9569 907742 117696 78740 38956 27730 5007 617 790046 738441 19780 718661 15786 39248 4390 14794 51010 9999
is_linear=0
shrinkage=0.05


Tree=133
num_leaves=31
num_cat=0
split_feature=89 11 88 97 122 113 81 0 17 61 75 103 63 91 76 114 39 133 54 67 0 17 92 61 25 135 17 72 101 56
split_gain=2.6698 3.44828 3.13013 2.97746 2.998 2.70082 6.43219 5.54639 5.25457 3.62358 3.50153 3.41267 3.42829 3.32985 3.27426 3.27423 3.23451 3.20653 2.93296 4.09941 3.71842 2.87734 4.99671 5.98828 7.56281 3.89529 3.65666 8.22336 8.0929 7.0626
threshold=0.78353676199913036 18.44999980926514 -0.18806871026754376 -0.41160479187965388 0.82409480214118969 -0.095842104405164705 270.39653015136724 1.0000000180025095e-35 14.039999961853029 0.64948689937591564 0.58789035677909862 0.40471641719341284 0.44577708840370184 -0.82010215520858754 2.5149999856948857 0.28400452435016638 18.150000572204593 1013.2500000000001 2.5249999761581425 6.1649999618530282 6.5000000000000009 13.344999790191652 0.41127362847328192 0.43334643542766577 238.50000000000003 1021.7500000000001 11.120000362396242 0.68873608112335216 -0.35104317963123316 226.32544708251956
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 -5 21 7 11 13 18 14 12 -7 -8 -10 -16 -12 -14 -9 -20 -21 25 23 24 -23 26 27 -1 -28 -30
right_child=1 -3 -4 4 -6 6 8 9 10 -11 16 -13 17 -15 15 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=8.8190345017988579e-05 -0.00088928104235939704 0.019073296657630377 -0.003050923725185842 0.0050959772512595564 -0.012512452972049899 -0.0080500004564338767 0.0029705171310438179 2.0463176127356728e-05 0.00060478981446296419 -0.003705508831371248 0.00051514083544803419 4.7040042730483726e-05 -0.00050257119141178437 -0.0002967485584817353 0.0030173691139848513 0.0080041004796212508 0.006233858705778029 -0.011050440828480265 0.0021529454842781131 0.01773813066717524 -0.0013457661730323514 -0.00024819625112110227 1.3792542448022938e-05 -0.00019377075963395446 -0.0018400624366325278 -0.0020242065224352884 -0.0013119946248671438 -0.00032325479208759097 1.4571404419492453e-06 0.00050929992781793105
leaf_weight=432165 3070 21 1608 344 26 430 893 37207 1334 610 4131 616 473 6153 3733 361 263 85 3767 26 1397 15992 232002 110048 13987 2286 8690 168904 147130 128040
leaf_count=432165 3070 21 1608 344 26 430 893 37207 1334 610 4131 616 473 6153 3733 361 263 85 3767 26 1397 15992 232002 110048 13987 2286 8690 168904 147130 128040
internal_value=-4.45379e-07 -0.00114574 -0.00122985 -0.000378605 0.00385863 3.95031e-06 0.000327546 1.30638e-05 0.00115926 0.000120732 0.00190671 -0.00287377 -0.00469484 0.00011734 0.0027561 0.00345709 0.000857431 -0.00210933 0.000175783 0.00128927 -0.000997079 -1.18483e-05 -0.000128566 -0.000364431 -0.000990897 3.7094e-05 4.24189e-05 -2.74282e-05 0.000190319 0.000237763
internal_weight=1.32579e+06 5069 5048 3440 370 1.32072e+06 61479 44611 16868 43007 9822 1604 988 7046 5428 4094 4394 558 42397 5190 1423 1.25924e+06 372029 140027 29979 887215 884929 601069 283860 275170
internal_count=1325792 5069 5048 3440 370 1320723 61479 44611 16868 43007 9822 1604 988 7046 5428 4094 4394 558 42397 5190 1423 1259244 372029 140027 29979 887215 884929 601069 283860 275170
is_linear=0
shrinkage=0.05


Tree=134
num_leaves=31
num_cat=1
split_feature=82 32 1 0 71 13 76 15 63 86 71 40 21 66 37 64 136 9 15 56 7 56 100 30 0 7 127 30 23 13
split_gain=2.5778 6.50589 6.40046 5.07742 4.94126 4.21668 4.56626 5.42851 3.83779 3.7132 4.29549 3.68839 3.65124 3.60109 3.5188 3.61593 3.51533 12.6648 5.76704 3.51182 3.31081 3.22891 3.13537 4.73928 4.07763 3.73098 3.12605 3.11168 3.35511 3.07524
threshold=316.98497009277349 11.150000095367433 302.50000000000006 350.50000000000006 324.81192016601568 2.8750000000000004 8.3949999809265154 0.94499999284744274 0.32194405794143682 0.82517284154891979 333.68099975585943 13.550000190734865 4.0350000858306894 0.25499999523162847 6.8500001430511483 8.7049999237060565 0 1.0500000119209292 1.5349999666213991 228.80474853515628 5.5499999523162851 68.363044738769545 0.86887332797050487 1015.4500122070314 351.50000000000006 4.2500000000000009 0.95878320932388317 1011.2500000000001 5.4449999332427987 2.3149999380111699
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=4 14 16 5 -1 6 12 8 -8 10 26 -6 -4 -11 -2 -16 17 18 -3 -18 -14 29 -15 25 -25 -24 -5 -20 -29 -9
right_child=1 2 3 9 11 -7 7 21 -10 13 -12 -13 20 22 15 -17 19 -19 27 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=1.3361669005714504e-05 0.0060298587836181104 0.00025112749210039025 0.016926605088325841 0.00087050245984060255 0.0013808235244948306 -0.00073984273706313654 0.020245457299337802 -0.0042092752320200414 0.0036474374939194499 -0.016356207446219271 0.019682828693286233 0.021021819711313585 0.00042997037781532325 7.0510361736301626e-05 -0.001584432659783549 -0.00040725109109612692 -0.0017029502718276532 -0.00035464977706209681 -0.0071843312242654738 -0.00043611530037753529 -0.0014110106909053968 0.00082210250898581087 0.011381863197675557 0.019023828586888693 0.005371913344666631 -0.0015838401336267555 0.0066897815977866384 0.0027262980513193687 0.012438898093953366 0.0013878592501964365
leaf_weight=1211185 181 258 30 425 5905 9608 59 630 85 29 46 24 4619 1702 12412 13750 8029 5752 27 17168 5182 26313 64 63 415 417 505 115 392 402
leaf_count=1211185 181 258 30 425 5905 9608 59 630 85 29 46 24 4619 1702 12412 13750 8029 5752 27 17168 5182 26313 64 63 415 417 505 115 392 402
internal_value=-4.23111e-07 -0.000233743 -1.49198e-05 0.000334256 2.04104e-05 0.000194258 0.000434741 0.000765491 0.010448 0.00212635 0.00476815 0.00146033 -0.000490085 0.00116784 -0.000917674 -0.00096574 -0.000571493 0.000460855 0.00638938 -0.000839458 -0.000543396 0.000714502 0.00135882 0.00364528 0.00717122 0.000141326 0.00403043 0.00935505 0.0102358 -0.002029
internal_weight=1.32579e+06 108678 82335 50594 1.21711e+06 46928 37320 27489 144 3666 976 5929 9831 2690 26343 26162 31741 6544 792 25197 9801 27345 2661 959 478 481 930 534 507 1032
internal_count=1325792 108678 82335 50594 1217114 46928 37320 27489 144 3666 976 5929 9831 2690 26343 26162 31741 6544 792 25197 9801 27345 2661 959 478 481 930 534 507 1032
cat_boundaries=0 1
cat_threshold=640
is_linear=0
shrinkage=0.05


Tree=135
num_leaves=31
num_cat=2
split_feature=84 112 81 134 16 76 56 29 16 92 24 60 59 32 24 76 15 135 31 56 93 52 16 136 66 61 52 24 92 136
split_gain=3.1628 2.78382 6.31658 5.94877 5.86666 5.35514 5.30622 5.00627 4.39493 7.25859 7.20498 8.63416 4.42487 4.15456 4.09185 3.75855 4.95179 4.11888 3.88589 4.50792 8.0359 7.77059 17.0102 5.14607 4.95183 4.77057 4.30544 9.10456 4.63018 4.1879
threshold=0.92270979285240184 -0.26722820103168482 275.94314575195318 1.0000000180025095e-35 14.039999961853029 42.174999237060554 169.29924774169925 1020.3500061035157 14.039999961853029 0.33645297586917883 219.50000000000003 0.46533796191215521 222.16811370849612 16.750000000000004 244.50000000000003 29.404999732971195 1.9950000047683718 1021.7500000000001 1022.8500061035157 232.28020477294925 -0.069747749716043458 1.7050000429153445 10.405000209808351 0 18.714999198913578 0.73964825272560131 5.8250000476837167 293.50000000000006 -0.84402653574943531 1
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 1
left_child=1 8 3 -3 5 -4 -6 -8 15 10 13 14 -13 -10 -12 17 -17 18 19 26 -21 29 24 -24 -23 -25 -1 -28 -29 -22
right_child=-2 2 4 -5 6 -7 7 -9 9 -11 11 12 -14 -15 -16 16 -18 -19 -20 20 21 22 23 25 -26 -27 27 28 -30 -31
leaf_value=-1.3518825442151155e-05 -0.00097562940714883753 3.8991059844506432e-05 -0.00011865552815000394 -0.005235091791637691 0.0044547137319084131 0.0045730244090461973 0.0014581776357786176 -0.0029049593978359295 -8.7342570514122074e-05 -1.1568373115465069e-05 -0.0007386786847285436 -0.0019437356189193782 -0.00034603301259552406 0.0018540092220432028 -0.002462551758310381 -0.0018284581366701366 -0.00022148997090540171 -0.0018627493437812946 -0.00028297272464916255 0.00063569679673816637 0.0023719502130989199 -0.0016045434206851767 -0.00039392447342022677 0.00064850137693065217 -0.00012785311119523036 -7.7285099154910698e-05 -0.00081496679110158472 0.0022859679590214346 0.00012242199634457119 0.00058833213327947036
leaf_weight=572948 8293 66314 12623 539 1417 639 13537 691 14866 154553 5187 4846 40985 3383 10234 5422 41382 2802 77094 92135 3829 20176 30227 56164 7900 37932 5873 7865 3607 23267
leaf_count=572948 8293 66314 12623 539 1417 639 13537 691 14866 154553 5187 4846 40985 3383 10234 5422 41382 2802 77094 92135 3829 20176 30227 56164 7900 37932 5873 7865 3607 23267
internal_value=-2.23561e-06 3.88706e-06 0.000263499 -3.53105e-06 0.000881057 0.000107403 0.00153687 0.00124628 -1.64457e-05 -0.000211272 -0.000599503 -0.000859315 -0.000514968 0.000272545 -0.00188271 2.96789e-05 -0.000407649 5.1412e-05 5.71238e-05 8.75435e-05 0.000256109 6.12662e-05 -7.74516e-05 0.000173578 -0.00118903 0.000355884 9.97611e-06 0.000786072 0.00160571 0.000841472
internal_weight=1.32673e+06 1.31844e+06 95760 66853 28907 13262 15645 14228 1.22268e+06 234054 79501 61252 45831 18249 15421 988623 46804 941819 939017 861923 271630 179495 152399 124323 28076 94096 590293 17345 11472 27096
internal_count=1326730 1318437 95760 66853 28907 13262 15645 14228 1222677 234054 79501 61252 45831 18249 15421 988623 46804 941819 939017 861923 271630 179495 152399 124323 28076 94096 590293 17345 11472 27096
cat_boundaries=0 1 2
cat_threshold=6244 50
is_linear=0
shrinkage=0.05


Tree=136
num_leaves=31
num_cat=2
split_feature=84 123 93 14 136 18 112 43 39 52 56 60 55 28 78 88 86 70 16 71 136 52 54 75 118 31 22 68 86 90
split_gain=2.85443 2.77068 5.49291 6.99303 9.22759 6.0432 5.48479 5.48343 5.02629 4.37843 8.20497 7.31789 9.37286 7.12521 6.59509 5.30063 5.13088 8.25443 5.15834 5.11963 5.27424 5.18575 4.73184 5.58771 4.63981 4.66982 6.26007 4.62357 4.61125 4.31398
threshold=0.92270979285240184 -0.49240480363368982 -0.16932969540357587 0.76499998569488536 0 7.4149999618530282 0.1650413200259209 9.1500000953674334 8.8499999046325701 0.92500001192092907 234.05200958251956 0.47926977276802069 0.7150000035762788 1011.3500061035157 32.245000839233406 0.12082643061876298 0.85632902383804332 344.07653808593756 5.7200000286102304 192.45852661132815 1 2.6550000905990605 2.4850000143051152 0.71600347757339489 0.85260769724845897 1011.3500061035157 8.2449998855590838 202.99426269531253 0.84989842772483837 0.2530591636896134
decision_type=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 2 2 2
left_child=1 2 3 7 6 -6 29 -1 -7 10 16 12 28 -12 19 27 17 -3 -18 20 -14 22 23 -21 25 26 -23 -13 -11 -5
right_child=-2 9 -4 4 5 8 -8 -9 -10 11 13 15 14 -15 -16 -17 18 -19 -20 21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.1959017474886049e-05 -0.00092684794324559465 2.3592195489681006e-05 -1.4671338154448476e-06 0.00063168923356949583 -0.0011370493447408791 0.0063839602254940611 0.0029731949038274974 -0.0026604813640460916 0.00016671533052136126 -0.0038494127798202487 -0.00082345279902758728 -0.0021100589916434745 0.00026164527803064139 0.0015071542031504213 -0.0019925391799225163 0.0028354848178468958 -0.0063304335205683834 0.015002596633427817 -0.00091973387525580864 0.00019526972037765833 0.0040234527963808981 0.00012098897899608812 0.00089635314528009743 -0.0012008553368577229 -0.0025837940338362172 -0.0008024810441945654 0.0054668338242317566 -1.9365936185074004e-05 -0.0010120036134465269 0.0022802683200347272
leaf_weight=5311 8293 315730 502889 66025 9906 327 2837 3246 55394 2991 4117 2679 3418 16120 6263 1608 466 92 8049 20209 1274 7015 11233 11105 3145 44318 594 205107 2747 4222
leaf_count=5311 8293 315730 502889 66025 9906 327 2837 3246 55394 2991 4117 2679 3418 16120 6263 1608 466 92 8049 20209 1274 7015 11233 11105 3145 44318 594 205107 2747 4222
internal_value=-2.12287e-06 3.69368e-06 7.71795e-05 0.000345741 0.000431318 8.98475e-07 0.000817708 -0.00104147 0.000203201 -6.77993e-05 5.6247e-05 -0.000199842 -0.000521596 0.00103302 -0.000417514 -2.41911e-05 -4.69856e-06 2.79556e-05 -0.00121584 -0.000321098 0.00129221 -0.000398641 1.59692e-05 -0.000299843 -0.000718956 -0.000606011 0.000538315 -4.63214e-05 -0.00249104 0.000730772
internal_weight=1.32673e+06 1.31844e+06 650157 147268 138711 65627 73084 8557 55721 668280 344574 323706 114312 20237 108574 209394 324337 315822 8515 102311 4692 97619 42547 31314 55072 51927 7609 207786 5738 70247
internal_count=1326730 1318437 650157 147268 138711 65627 73084 8557 55721 668280 344574 323706 114312 20237 108574 209394 324337 315822 8515 102311 4692 97619 42547 31314 55072 51927 7609 207786 5738 70247
cat_boundaries=0 1 2
cat_threshold=2978 2288
is_linear=0
shrinkage=0.05


Tree=137
num_leaves=31
num_cat=2
split_feature=36 60 122 93 136 42 39 14 8 136 104 72 76 39 113 52 67 25 13 38 78 115 108 55 67 31 52 121 65 8
split_gain=2.95222 3.84821 2.83803 4.67214 8.81655 11.1305 10.1376 8.70896 5.89658 5.28798 6.26196 5.82965 4.65477 4.64015 5.14427 4.3301 4.23887 4.37004 4.73069 4.03072 6.07914 3.84483 3.80291 3.65331 4.85338 3.69563 3.58311 3.51498 3.47592 3.47054
threshold=6.9500000476837167 0.37082877755165106 -0.63605400919914235 -0.21159733086824414 0 8.6500000953674334 14.050000190734865 0.94499999284744274 8.1500000953674334 1 -0.68567895889282215 0.36674033105373388 0.80500000715255748 15.650000095367433 -0.76037701964378346 0.54500001668930065 9.4149999618530291 183.50000000000003 1.3149999976158144 17.750000000000004 7.9249999523162851 -0.68832838535308827 0.57025685906410228 1.0149999856948855 1.1950000524520876 1011.0499877929689 3.8249999284744267 -0.94260558485984791 31.875000000000004 9.3499999046325701
decision_type=2 2 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
left_child=1 -1 3 4 13 6 15 26 -9 10 12 -11 -8 29 -15 21 17 -14 22 -13 -21 -6 -19 -20 -25 -26 -7 -24 -16 -2
right_child=2 -3 -4 -5 5 7 9 8 -10 11 -12 19 16 14 28 -17 -18 18 23 20 -22 -23 27 24 25 -27 -28 -29 -30 -31
leaf_value=0.00037365766371496851 0.00058798956988125061 0.011991633804612677 -5.927846204152243e-05 1.0232341138024519e-05 0.0012495219386913236 -0.0021276654383435307 -0.0045353444249878914 0.0014285344827485965 -0.0037034148751349284 0.0048014337586821578 -0.0018014924965021274 0.0010705187768735439 0.005546019385198369 -0.0021048935334232305 -0.0001577008637515876 0.00017374568772579103 0.00043554110026436366 0.0024097461147632605 -0.00065447215534333283 -0.0028376463903438606 0.0047990179436636117 0.0056344164439474306 0.0074564209994215551 0.009674631737581485 0.0096362402099960803 0.0034019279938691813 0.00098602267317363839 -0.0019244451713896168 -0.014744359257108555 -0.00072200929849855489
leaf_weight=180 18459 118 834587 383510 2284 6430 222 5287 626 904 839 8539 1580 5451 10541 24536 1711 5283 374 1509 315 640 112 408 258 3023 1079 921 41 6963
leaf_count=180 18459 118 834587 383510 2284 6430 222 5287 626 904 839 8539 1580 5451 10541 24536 1711 5283 374 1509 315 640 112 408 258 3023 1079 921 41 6963
internal_value=-2.01511e-06 0.00497406 -3.13305e-06 9.21373e-05 0.000382084 0.00073714 0.00106046 -0.000550041 0.000885223 0.0017681 0.00239167 0.000949839 0.00264664 -0.000190866 -0.000857021 0.000390494 0.00276328 0.00309631 0.00272339 0.000614768 -0.00151881 0.00220928 0.00186723 0.00405431 0.0045317 0.00389216 -0.00168025 -0.000907352 -0.000214217 0.000229185
internal_weight=1.32673e+06 298 1.32643e+06 491845 108335 66880 53458 13422 5913 25998 14731 11267 13892 41455 16033 27460 13670 11959 10379 10363 1824 2924 6316 4063 3689 3281 7509 1033 10582 25422
internal_count=1326730 298 1326432 491845 108335 66880 53458 13422 5913 25998 14731 11267 13892 41455 16033 27460 13670 11959 10379 10363 1824 2924 6316 4063 3689 3281 7509 1033 10582 25422
cat_boundaries=0 1 2
cat_threshold=5456 163
is_linear=0
shrinkage=0.05


Tree=138
num_leaves=31
num_cat=3
split_feature=72 23 39 61 136 65 66 52 136 111 12 35 36 136 52 21 82 43 12 63 64 67 67 12 13 102 61 52 12 69
split_gain=2.73702 6.88071 5.85558 5.55652 4.987 5.63482 4.73478 5.85229 7.0723 5.7963 4.68363 4.25849 4.09379 7.50506 5.07812 4.23202 3.82025 3.88752 3.80932 3.79824 3.59135 7.12213 5.79467 6.17824 5.07706 4.625 3.62348 4.39665 4.23501 3.55354
threshold=0.76987707614898693 7.3250000476837167 12.449999809265138 0.41897408664226538 0 17.435000419616703 9.5650000572204608 5.9149999618530282 1 0.43984106183052069 3.7150000333786015 12.750000000000002 14.050000190734865 2 21.435000419616703 8.1050000190734881 336.61231994628912 11.34999990463257 1.7250000238418581 0.42388188838958746 6.4149999618530282 9.2849998474121112 12.654999732971193 1.6549999713897707 1.2849999666213991 -0.74216195940971363 0.47863142192363745 7.6449999809265146 1.3849999904632571 325.97186279296881
decision_type=2 2 2 2 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 6 4 -4 -6 -2 8 -8 -10 11 16 -3 14 15 -14 17 18 -11 -13 21 29 23 25 -23 -22 27 28 -24 -1
right_child=1 12 3 -5 5 -7 7 -9 9 10 -12 19 13 -15 -16 -17 -18 -19 -20 -21 22 24 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.8693076940572188e-05 -0.00066894111199480291 -9.1290182560648499e-05 -0.0027272860083959582 -0.00041781766506552762 -0.0003617718155539585 -0.0023718602038169008 -0.00050434312350507908 -0.00035395037179250044 -0.00057309516468043587 -0.0012318377724309226 -0.0025998323567359206 0.0077276005655289555 0.0011164290893000304 2.726089686619529e-05 0.00029450906196068797 0.0031963721468758993 -0.0014373507000622491 0.017988944287674551 0.0024827689787904218 0.00048965537569083367 -0.0027773276435246394 -0.0027636825040668195 -0.003390186117603845 0.0002984270628225515 -0.00057697797368260763 0.0015591428258766409 0.00028471004683125348 -0.0017762587232358217 5.8888249688570759e-05 0.0013036537324719064
leaf_weight=895977 19281 111970 5155 51450 11925 4927 6323 18378 2676 754 523 615 5520 35318 7219 4391 768 39 8154 257 637 3086 947 39649 18981 17694 28281 5636 14786 5413
leaf_count=895977 19281 111970 5155 51450 11925 4927 6323 18378 2676 754 523 615 5520 35318 7219 4391 768 39 8154 257 637 3086 947 39649 18981 17694 28281 5636 14786 5413
internal_value=-1.91435e-06 -0.000136031 -0.000406034 -0.000702226 -0.00136714 -0.000948896 -2.94e-05 0.000290994 0.00088042 0.00151481 0.00201908 0.00224726 7.94641e-05 0.000444003 0.00130245 0.00203793 0.00194682 0.00223732 0.00216835 0.0055944 3.65407e-05 4.68338e-06 0.000309874 0.000649373 -0.000882782 0.00140845 -8.6584e-05 -0.000577976 -0.000148718 2.64095e-05
internal_weight=1.32673e+06 295643 131225 73457 22007 16852 57768 38487 20109 13786 11110 10587 164418 52448 17130 9911 9715 8947 8908 872 1.03109e+06 923457 107630 57980 22067 18331 49650 21369 15733 901390
internal_count=1326730 295643 131225 73457 22007 16852 57768 38487 20109 13786 11110 10587 164418 52448 17130 9911 9715 8947 8908 872 1031087 923457 107630 57980 22067 18331 49650 21369 15733 901390
cat_boundaries=0 1 2 3
cat_threshold=6212 4225 772
is_linear=0
shrinkage=0.05


Tree=139
num_leaves=31
num_cat=3
split_feature=36 98 89 5 7 111 136 39 55 19 98 66 72 18 53 136 39 35 31 105 58 34 136 56 22 127 102 90 60 22
split_gain=2.66352 3.49808 2.93831 3.00531 2.59519 3.77152 3.94856 4.70316 4.61957 3.62036 2.73186 2.72481 5.10726 5.09797 4.83943 4.38895 4.24857 6.29622 4.39734 4.18913 3.43903 7.87044 3.38995 3.28735 4.13112 4.18025 4.80963 4.3453 3.45999 5.15637
threshold=6.9500000476837167 -0.78424084186553944 -0.98621186614036549 13.250000000000002 11.550000190734865 0.92332714796066295 0 11.250000000000002 1.485000014305115 6.0650000572204599 -0.63290542364120472 29.664999961853031 0.76987707614898693 8.0099999904632586 15.525000095367433 1 10.750000000000002 10.250000000000002 1019.0499877929689 -0.74837026000022877 155.46225738525393 8.8499999046325701 2 186.92571258544925 8.2849998474121112 -0.16504132002592084 0.52608975768089306 -0.95722767710685719 0.39115938544273382 9.1149997711181658
decision_type=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 2 2 2 2
left_child=1 2 -1 -4 11 6 7 9 -8 -6 -10 12 -2 -14 19 -15 -17 -18 23 22 21 -16 -13 28 -25 26 -26 -28 29 -19
right_child=4 -3 3 -5 5 -7 8 -9 10 -11 -12 14 13 15 20 16 17 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.025451668575406074 4.1935376391054091e-05 -0.0011877204835935541 0.001285660265288739 0.016735904015676709 -0.003568561325761352 8.2218310860094682e-05 -0.0024332702087394254 -0.00057251418001778279 -0.00045169972415808269 0.0018864955510278622 -0.00228606369520997 -0.00066101616804501904 -0.0012776448395820943 -0.00050698142362757648 -0.028595583573641149 0.00097331273211718995 -0.0013561244724164241 -0.00040747515545357322 -0.00047470026434247748 5.0273507710165804e-05 5.3894881190380866e-05 -0.0016596373038561042 0.001646947936005018 -9.8553827948339896e-05 0.0011158262575982996 0.00034833832558223734 0.011923969079417965 0.0035371640936743159 0.0024823399226859572 0.017276945444090027
leaf_weight=25 975081 136 88 49 331 34121 4783 9919 15839 3750 2328 1799 11075 65064 34 10278 9016 2218 31469 9592 54040 134 13702 50134 3320 13995 182 1020 3166 42
leaf_count=25 975081 136 88 49 331 34121 4783 9919 15839 3750 2328 1799 11075 65064 34 10278 9016 2218 31469 9592 54040 134 13702 50134 3320 13995 182 1020 3166 42
internal_value=-1.81984e-06 0.0047247 0.0096882 0.00681166 -2.88171e-06 -0.000296816 -0.00064683 1.53031e-05 -0.00105029 0.00144405 -0.000686763 1.37591e-05 -5.36932e-06 -0.000234875 0.000297439 -0.000174062 -5.11033e-07 -8.78783e-05 2.04585e-05 0.000871534 3.16898e-05 -0.00711096 0.00137973 0.000230809 0.000137168 0.000775374 0.002097 0.00480705 0.00141558 -7.88266e-05
internal_weight=1.32673e+06 298 162 137 1.32643e+06 71071 36950 14000 22950 4081 18167 1.25536e+06 1.17606e+06 200979 79301 189904 124840 114562 105546 25093 54208 168 15501 74077 68651 18517 4522 1202 5426 2260
internal_count=1326730 298 162 137 1326432 71071 36950 14000 22950 4081 18167 1255361 1176060 200979 79301 189904 124840 114562 105546 25093 54208 168 15501 74077 68651 18517 4522 1202 5426 2260
cat_boundaries=0 1 2 3
cat_threshold=261 6273 5156
is_linear=0
shrinkage=0.05


Tree=140
num_leaves=31
num_cat=0
split_feature=132 84 19 52 60 92 12 14 37 97 103 52 33 97 40 38 65 75 20 82 21 0 30 30 123 95 14 4 103 52
split_gain=2.45043 2.41266 2.9178 3.1988 3.85361 3.27275 4.99728 6.75842 5.66692 2.95679 2.81109 2.76691 3.20139 3.86306 4.62713 2.80112 4.66791 2.86471 2.56957 2.53279 2.92422 2.64313 2.62533 3.79802 2.53258 5.55514 5.43302 4.54065 4.11612 4.03722
threshold=1022.7500000000001 0.89714345335960399 6.4600000381469735 0.064999999478459372 0.30812790989875799 -0.2853140383958816 2.7350000143051152 1.5049999952316286 11.449999809265138 -0.76330155134201039 0.45790730416774755 1.6250000000000002 12.84999990463257 -0.58431750535964955 12.050000190734865 17.050000190734867 2.2250000238418584 0.84190690517425548 6.5350000858306894 273.44154357910162 5.8849999904632577 352.50000000000006 1010.1499938964845 1011.7500000000001 -0.71322327852249134 -0.28373548388481135 0.76499998569488536 10.650000095367433 -0.97390606999397267 0.70499998331069957
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 24 -3 4 19 6 7 9 10 18 -8 12 -9 14 -14 16 -15 -18 -5 20 22 -22 -4 -24 25 26 28 29 -1 -28
right_child=-2 2 3 5 -6 -7 8 11 -10 -11 -12 -13 13 15 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0050126290136626832 -0.0013181269855059071 -0.0013210412099928729 -0.0038469159879304209 -0.0013549556620123168 0.0040022683121100884 -0.00060946014695792373 -0.0024856146096202143 0.0011718005652923123 -0.0041781030509811506 -0.0037586557507525795 0.0041904740237202875 0.00140394124749838 -0.0023618748581357811 -0.00077275874202030817 0.021233061468575173 -0.0071713923250098484 0.022071005742473063 0.0013166153611129394 0.001290523661444257 -0.0018682650598159283 -0.0089625267111214588 0.010096562261004811 0.015802079538805535 0.0034076987909226262 -2.4382744820663341e-05 3.4870489253712789e-05 0.0019301486631377266 -0.0015760895047072553 -0.00050283576197438591 0.00059601188402160648
leaf_weight=558 3501 6285 87 3170 985 29783 262 2480 1279 881 396 10549 1970 77 21 37 60 23 1292 823 87 23 76 331 891513 296884 6274 2218 5425 58951
leaf_count=558 3501 6285 87 3170 985 29783 262 2480 1279 881 396 10549 1970 77 21 37 60 23 1292 823 87 23 76 331 891513 296884 6274 2218 5425 58951
internal_value=2.9299e-06 6.42628e-06 -0.00030075 -0.000183502 0.00159675 -0.000265636 0.000189542 0.000418274 -0.00223831 -0.00111159 0.00153221 0.000955441 -5.81052e-05 -0.00145215 -0.00211301 0.0052269 0.008094 0.0163198 -0.000588941 -6.36835e-05 0.00239521 -0.00497744 0.00403689 0.00572213 2.12704e-05 0.000131179 0.000520586 0.000648688 -0.000923438 0.000724343
internal_weight=1.3263e+06 1.3228e+06 60977 54692 2412 52280 22497 20560 1937 5343 658 15217 4668 2188 1991 197 160 83 4462 1427 604 110 494 407 1.26182e+06 370310 73426 67443 5983 65225
internal_count=1326301 1322800 60977 54692 2412 52280 22497 20560 1937 5343 658 15217 4668 2188 1991 197 160 83 4462 1427 604 110 494 407 1261823 370310 73426 67443 5983 65225
is_linear=0
shrinkage=0.05


Tree=141
num_leaves=31
num_cat=2
split_feature=79 27 81 66 53 72 136 110 101 93 36 134 92 54 35 15 52 35 134 61 132 64 29 61 136 64 67 67 12 12
split_gain=2.45311 4.39494 4.92164 3.64774 5.41517 4.38813 4.15526 4.08354 3.74281 4.73407 4.14664 7.11936 3.50874 6.26436 5.68657 6.23614 5.39457 4.9749 3.6021 3.45619 3.41964 3.41141 3.42449 3.39701 3.80172 3.3658 8.24548 7.15802 6.41321 4.0766
threshold=45.514999389648445 358.50000000000006 316.24801635742193 34.094999313354499 14.944999694824221 0.80311268568038952 0 0.91015931963920604 0.061396753415465362 -0.60750499367713917 14.949999809265138 1017.1499938964845 0.11381950974464418 4.5950000286102304 13.650000095367433 2.2949999570846562 0.9650000035762788 15.949999809265138 1015.8500061035157 0.41071943938732153 1018.5499877929689 5.6749999523162851 1013.4500122070314 0.40271677076816564 1 6.4149999618530282 9.2849998474121112 7.0350000858306894 1.7549999952316286 1.3949999809265139
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 1 2 2 2 2 2
left_child=3 -2 -3 5 23 25 19 -6 9 -8 -11 -12 13 14 15 -10 17 18 -14 -7 -16 -19 -23 24 -5 26 -1 28 -27 -28
right_child=1 2 -4 4 7 6 8 -9 12 10 11 -13 16 -15 20 -17 -18 21 -20 -21 -22 22 -24 -25 -26 27 29 -29 -30 -31
leaf_value=1.7404814731664578e-05 -0.00069488318395709541 -0.0035320148756727583 0.029745150685310362 0.0015596502492796213 0.00014014328185033104 -0.0018732218983815439 -0.0035265287869466568 -0.0037153015474107724 -0.00042307701679706212 -0.00096425929093354773 0.0020343243993812816 0.03086941491875967 0.0011684123348576392 0.0009352156251742033 -0.001195081164920693 0.0015064651202834512 -0.00033035018213877279 0.030767121389508247 0.013261201356848083 -0.00050757506356418638 -0.0090791909083990114 0.0027011087295050699 0.024472527221466103 0.0014473971914115982 -0.0013589144400431546 0.0017617321925362959 -0.0020525758763154374 5.1167690495917442e-05 0.00035450949266031302 -0.0005390802329089411
leaf_weight=911096 14366 20 25 1933 46910 5350 1631 697 11679 6707 793 22 2733 21385 7813 6528 73468 20 63 34569 140 73 24 14689 2611 12946 6139 104095 21613 16163
leaf_count=911096 14366 20 25 1933 46910 5350 1631 697 11679 6707 793 22 2733 21385 7813 6528 73468 20 63 34569 140 73 24 14689 2611 12946 6139 104095 21613 16163
internal_value=2.7834e-06 -0.000646014 0.0149553 9.91038e-06 0.00036975 -9.40744e-06 -0.000243078 8.36969e-05 -0.000108828 -0.00108453 -0.000555031 0.00281269 -3.67732e-05 0.00030044 -0.00021847 0.000268748 -0.000246679 0.00186357 0.00144089 -0.000690428 -0.00133387 0.0119646 0.00808785 0.00107781 -0.000116927 2.83002e-05 -5.8458e-06 0.000258166 0.000881663 -0.000955695
internal_weight=1.3263e+06 14411 45 1.31189e+06 66840 1.24505e+06 172998 47607 133079 9153 7522 815 123926 47545 26160 18207 76381 2913 2796 39919 7953 117 97 19233 4544 1.07205e+06 933398 138654 34559 22302
internal_count=1326301 14411 45 1311890 66840 1245050 172998 47607 133079 9153 7522 815 123926 47545 26160 18207 76381 2913 2796 39919 7953 117 97 19233 4544 1072052 933398 138654 34559 22302
cat_boundaries=0 1 2
cat_threshold=6304 832
is_linear=0
shrinkage=0.05


Tree=142
num_leaves=31
num_cat=4
split_feature=122 71 136 93 136 12 20 41 13 136 38 10 98 28 28 21 31 64 85 110 62 35 136 73 114 54 77 4 5 35
split_gain=2.20816 4.42566 4.08201 3.15231 5.03384 5.69396 7.88417 5.11291 10.278 8.91928 5.16674 4.30473 4.29434 4.26849 4.29476 4.32639 4.14372 4.02418 4.67642 3.98903 4.62914 4.31179 3.99331 3.98578 3.89882 3.78963 4.42535 3.71305 3.70135 3.8171
threshold=-0.63605400919914235 315.57821655273443 0 -0.21159733086824414 1 1.2849999666213991 5.4549999237060556 9.9499998092651385 0.94499999284744274 2 16.349999427795414 2.8500000238418584 -0.81748390197753895 1.0000000180025095e-35 1011.0499877929689 7.4449999332427987 1007.0499877929689 0.59499999880790722 0.71494603157043468 0.38806962966918951 0.36326834559440618 17.050000190734867 3 0.61953148245811474 -0.55191597342491139 0.97500002384185802 4.805000066757203 7.7500000000000009 12.84999990463257 8.5500001907348651
decision_type=2 2 1 2 1 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=1 3 -3 4 5 -1 -7 9 -9 10 12 -12 27 -11 23 19 -13 -10 -19 25 21 28 -22 -15 -23 -16 -27 -6 29 -21
right_child=-2 2 -4 -5 7 6 -8 8 17 13 11 16 -14 14 15 -17 -18 18 -20 20 22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.002712780678234526 -4.6873673334058875e-05 -0.0017160934944221045 0.0011627317701423674 -7.4944649872431308e-06 0.0025330852950502672 -0.0035873783074248664 0.00059575277116085724 -0.0018288841742399025 0.0049285107119275903 0.018683820147998631 0.00027489022105920069 0.024867817450314762 -0.003820255355964251 0.00095673728923889351 0.00063356346558783464 0.0013720982327037924 0.004417673753920234 0.0045334874346243826 7.0281664350833068e-05 0.0062953510133095083 -0.00052101014680480933 -0.0048416375830144642 0.00084771673927201891 -0.0016717402146894959 0.0062582420569991595 9.8147344606493983e-05 -0.0021114585663473953 -0.0026194159666254498 -0.0035306928971748329 0.0014400168156805521
leaf_weight=2664 834618 1340 14267 374435 1994 1337 7151 6840 575 32 727 25 425 2153 5954 12627 2700 658 5431 417 10922 473 10388 4369 95 4601 4465 424 363 13831
leaf_count=2664 834618 1340 14267 374435 1994 1337 7151 6840 575 32 727 25 425 2153 5954 12627 2700 658 5431 417 10922 473 10388 4369 95 4601 4465 424 363 13831
internal_value=2.64431e-06 8.66997e-05 0.000915204 5.95392e-05 0.000306484 -0.00069548 -6.31594e-05 0.000429997 -0.000467339 0.000587455 0.00238953 0.0036933 0.00081489 0.000426581 0.000418372 0.00054268 0.00460529 0.000930166 0.000552592 0.000339355 0.000621659 0.00128894 0.000146357 -0.000804044 -0.00298514 -0.000346461 -0.000990082 0.00162959 0.00145509 0.00158212
internal_weight=1.3263e+06 491683 15607 476076 101641 11152 8488 90489 13504 76985 6295 3452 2843 70690 70658 64136 2725 6664 6089 51509 36489 15179 21310 6522 568 15020 9066 2418 14611 14248
internal_count=1326301 491683 15607 476076 101641 11152 8488 90489 13504 76985 6295 3452 2843 70690 70658 64136 2725 6664 6089 51509 36489 15179 21310 6522 568 15020 9066 2418 14611 14248
cat_boundaries=0 1 2 3 4
cat_threshold=6160 1040 32 449
is_linear=0
shrinkage=0.05


Tree=143
num_leaves=31
num_cat=3
split_feature=79 27 66 52 68 72 19 136 38 34 55 58 34 100 38 64 67 67 12 12 17 79 136 136 97 34 38 92 107 40
split_gain=2.22168 3.97096 3.30827 4.6941 4.36364 3.97305 4.18672 3.73554 3.91966 3.66441 3.36544 3.32542 6.06643 3.28249 3.13729 3.00437 7.49339 6.44944 5.83448 3.6719 3.8951 3.84506 3.58445 3.20765 3.43003 2.99298 4.95503 3.86114 4.17911 3.62309
threshold=45.514999389648445 359.50000000000006 34.094999313354499 14.715000152587892 266.63516235351568 0.80311268568038952 8.0099999904632586 0 10.550000190734865 10.34999990463257 18.445000648498539 196.83817291259768 8.7500000000000018 0.57346081733703624 6.5499999523162851 6.4149999618530282 9.2849998474121112 7.0350000858306894 1.6549999713897707 1.3949999809265139 7.4149999618530282 3.0149999856948857 1 2 -0.99623367190361012 11.449999809265138 11.250000000000002 -0.54127049446105946 -0.8250553011894225 8.4499998092651385
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2
left_child=2 14 5 4 -4 15 -7 13 10 -10 -9 12 -5 -8 -2 16 -1 18 23 21 -21 -18 -23 -17 -25 -20 27 28 -27 -30
right_child=1 -3 3 11 -6 6 7 8 9 -11 -12 -13 -14 -15 -16 17 19 -19 25 20 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=1.6681763005887457e-05 0.015500055824716885 0.017868452310433675 -0.00095515150512701498 -0.028391153837933586 0.0012705301744807397 -0.0011336203307545883 -0.00046650842079481883 0.0016511978552808026 -0.0010050057946107255 -5.0352357459036019e-05 -0.0007405980851441171 0.00010511242472010194 -0.0029182688054767837 -0.0019934479034882965 -0.00068595647111570617 0.00025234136189315775 0.0012576277142395641 4.7464879424881209e-05 -0.00060087071202928285 -0.0026805096078223838 -0.00023729548156604556 0.002189613900990651 -0.0027981140006219174 0.0052460170228936414 0.0019461849651676738 -0.00033799403481128996 0.00052273033030700235 0.0025153979606894329 0.018653131069218301 -0.001056029108063928
leaf_weight=911096 30 29 2518 27 17561 11970 18639 5685 10976 119405 1984 46560 174 4339 14352 2500 810 104095 5637 1841 14322 384 4945 886 7084 66 17484 754 119 29
leaf_count=911096 30 29 2518 27 17561 11970 18639 5685 10976 119405 1984 46560 174 4339 14352 2500 810 104095 5637 1841 14322 384 4945 886 7084 66 17484 754 119 29
internal_value=2.51201e-06 -0.000614923 9.29448e-06 0.000351981 0.000991419 -9.1025e-06 -0.000231447 -0.000164384 -6.60985e-05 -0.000130719 0.00103243 7.74084e-05 -0.00634 -0.000754516 -0.000652193 2.67774e-05 -5.48313e-06 0.00024395 0.000835783 -0.000910978 -0.000515583 -0.00195199 -0.00243985 0.00182122 0.00231012 0.000407477 0.000715522 0.00419773 0.0101252 0.0147912
internal_weight=1.3263e+06 14411 1.31189e+06 66840 20079 1.24505e+06 172998 161028 138050 130381 7669 46761 201 22978 14382 1.07205e+06 933398 138654 34559 22302 16163 6139 5329 10470 7970 24089 18452 968 214 148
internal_count=1326301 14411 1311890 66840 20079 1245050 172998 161028 138050 130381 7669 46761 201 22978 14382 1072052 933398 138654 34559 22302 16163 6139 5329 10470 7970 24089 18452 968 214 148
cat_boundaries=0 1 2 3
cat_threshold=4256 2080 5156
is_linear=0
shrinkage=0.05


Tree=144
num_leaves=31
num_cat=2
split_feature=132 52 86 60 52 88 124 82 111 63 72 31 92 38 122 73 93 79 66 52 68 136 110 27 38 37 75 14 136 95
split_gain=2.17538 2.13563 2.13139 4.11254 4.07712 3.90709 2.77427 3.12787 2.6222 2.50417 2.27749 2.21244 5.00754 3.46421 4.68549 2.86851 2.47349 2.38951 3.29876 5.43305 4.99931 3.77888 3.31465 3.22494 3.14409 2.80874 2.6589 3.92117 4.52379 3.60757
threshold=1022.7500000000001 6.2750000953674325 0.91116797924041759 0.31751126050949102 0.064999999478459372 -0.33604811131954188 0.96811076998710643 251.28166198730472 0.42144599556922918 0.19157389551401141 0.52241814136505138 1023.6499938964845 -0.49011281132698054 9.0500001907348651 -0.58068084716796864 0.46192222833633428 0.27357517182827001 45.514999389648445 29.195000648498539 13.375000000000002 271.58689880371099 0 0.91015931963920604 359.50000000000006 6.5499999523162851 19.44999980926514 0.82096701860427868 1.7150000333786013 1 -0.30900086462497706
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 1 2
left_child=2 -2 11 9 6 -6 7 -5 -7 -4 -9 17 13 14 -13 -15 -14 18 26 20 -20 25 -21 24 -19 -22 -1 -28 -29 -30
right_child=1 -3 3 4 5 8 -8 10 -10 -11 -12 12 16 15 -16 -17 -18 23 19 22 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=4.2882730576502852e-05 -0.0039742276663140858 -0.00068409938165684087 -0.0051177983652535841 0.015866455208336891 -0.00058682395502118137 -0.0028811435696605072 0.018765904677898758 -0.0068700351192312551 0.0021025339919792511 -0.0014076596265131973 0.0028558492372334973 0.018740366555919704 -0.00069517003943127395 0.0011278734547074448 -0.00054044940504706927 -0.0034701313956855191 -2.0369193426635272e-05 0.01577481511851837 -0.00080626409335103144 0.00011349561194934737 -0.00077960705486429462 0.001512924920995857 -0.0034903978825145477 0.017674656809928517 -0.00070666489015567885 0.01034887348430167 -0.00069059703895565884 -0.0007679690704232695 0.00087562253995105289 -3.6129984908077891e-05
leaf_weight=1011954 594 2907 515 43 16265 299 28 66 2251 3891 684 44 17200 401 111 2201 64523 29 3397 51649 2529 18372 646 24 13163 58 31131 16559 13782 50985
leaf_count=1011954 594 2907 515 43 16265 299 28 66 2251 3891 684 44 17200 401 111 2201 64523 29 3397 51649 2529 18372 646 24 13163 58 31131 16559 13782 50985
internal_value=2.38627e-06 -0.00124232 5.68059e-06 -0.000460799 -0.000151032 -0.000301533 0.00329803 0.00275187 0.00151817 -0.00184132 0.00199997 1.43158e-05 -0.000233098 -0.00232894 0.00493281 -0.00276152 -0.000162393 3.1529e-05 3.88865e-05 0.000356257 0.000973079 0.00126147 6.89767e-05 -0.000637119 -0.000670434 -0.000528068 1.72514e-05 -0.000213395 -3.07249e-05 0.000157861
internal_weight=1.3263e+06 3501 1.3228e+06 24042 19636 18815 821 793 2550 4406 750 1.29876e+06 84480 2757 155 2602 81723 1.21428e+06 1.20106e+06 76651 24356 20959 52295 13216 13192 2587 1.12441e+06 112457 81326 64767
internal_count=1326301 3501 1322800 24042 19636 18815 821 793 2550 4406 750 1298758 84480 2757 155 2602 81723 1214278 1201062 76651 24356 20959 52295 13216 13192 2587 1124411 112457 81326 64767
cat_boundaries=0 1 2
cat_threshold=7172 6308
is_linear=0
shrinkage=0.05


Tree=145
num_leaves=31
num_cat=1
split_feature=83 32 37 35 60 125 53 8 24 13 36 99 124 115 5 30 24 56 55 52 30 101 42 4 121 99 10 61 136 36
split_gain=2.56074 4.61484 6.33192 6.16771 4.92571 4.60144 4.34331 3.79224 4.45282 3.61212 4.47362 3.9861 3.84634 4.97901 3.55741 3.40702 3.4005 3.30791 3.09331 2.9956 5.40846 4.50926 3.77185 2.98074 5.07231 4.19177 5.02361 5.76035 4.81849 5.50877
threshold=316.95985412597662 11.050000190734865 13.449999809265138 12.150000095367433 0.47448168694972997 -0.85260769724845875 11.885000228881838 12.34999990463257 307.50000000000006 2.7150000333786015 18.150000572204593 -0.3014178574085235 0.7933231294155122 0.31729258596897131 14.949999809265138 1016.3500061035157 160.50000000000003 290.14579772949224 2.5149999856948857 1.5049999952316286 1017.7500000000001 0.64862635731697094 10.84999990463257 0.94999998807907116 -0.043617725372314446 -0.46052542328834528 3.1499999761581425 0.29364170134067541 0 11.250000000000002
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 7 3 19 5 -4 23 8 -2 10 12 18 14 15 -7 -14 -6 -12 -11 20 -3 -22 -23 25 -25 26 28 -28 -5 -30
right_child=1 2 4 6 16 9 -8 -9 -10 11 17 -13 13 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=1.8254825297261461e-05 -0.00022622756996857707 -0.00026772195168554581 -0.0051215105086793783 0.0070046051640972676 0.010460938345931937 -0.00085318440140253751 -0.00050570846405052826 0.00028765904402293764 -0.0017790672513318898 -0.0056283854370377147 -0.0035218093753379091 0.01090445183568968 0.0013625359238874362 0.014203294343315066 0.016985869214736989 -0.0010442179636302108 0.00012939683850805769 0.00111511642816457 -0.0017121464296257216 -0.00071428692780320477 0.00062606841097294819 0.0052556827414661925 0.02207902184820601 0.0016986228558694091 -0.00025973430582645169 0.0091737713731720443 0.021821952351566518 0.0036843913698640582 0.016451196799365183 -0.00083755452629794458
leaf_weight=1216930 7628 4103 629 284 80 14680 3999 5843 11694 741 1986 53 4112 67 28 2289 17894 477 1578 12312 800 693 35 10646 4796 253 66 130 48 1149
leaf_count=1216930 7628 4103 629 284 80 14680 3999 5843 11694 741 1986 53 4112 67 28 2289 17894 477 1578 12312 800 693 35 10646 4796 253 66 130 48 1149
internal_value=-2.54898e-06 -0.000234615 -5.65433e-05 0.0004061 -0.000464226 -0.000895769 0.000979943 -0.000828503 -0.00116603 -0.000793582 -0.000606937 -0.00265365 -0.000372355 0.000643809 -0.000819224 0.00050188 0.000175381 -0.00262379 -0.00296352 -0.000277376 0.000677916 0.00321715 0.0060645 0.00132194 0.00109039 0.00317453 0.00226946 0.00979194 0.00127391 -0.000143076
internal_weight=1.32602e+06 109093 83928 39314 44614 26640 21371 25165 19322 26011 23639 2372 21176 6468 14708 6401 17974 2463 2319 17943 5631 1528 728 17372 15442 1930 1677 196 1481 1197
internal_count=1326023 109093 83928 39314 44614 26640 21371 25165 19322 26011 23639 2372 21176 6468 14708 6401 17974 2463 2319 17943 5631 1528 728 17372 15442 1930 1677 196 1481 1197
cat_boundaries=0 1
cat_threshold=512
is_linear=0
shrinkage=0.05


Tree=146
num_leaves=31
num_cat=1
split_feature=83 32 38 52 28 41 90 95 103 58 28 136 78 96 55 28 67 107 56 89 36 19 68 0 87 74 97 74 23 72
split_gain=2.31045 4.16536 5.77371 5.74001 7.91937 6.24749 5.07598 4.95263 4.76397 4.69719 4.60131 4.54562 4.65914 3.91989 4.72954 4.14969 4.57319 4.26717 3.79274 3.68964 3.65595 3.56531 3.49991 3.4737 5.07358 4.41727 4.39418 4.49078 7.66511 3.95151
threshold=316.95985412597662 11.050000190734865 13.949999809265138 0.58499997854232799 1013.9500122070314 11.84999990463257 -0.88295054435729969 -0.43582107126712794 -0.56617072224616993 111.06040954589845 1015.5499877929689 0 33.555000305175788 -0.37586970627307886 0.51499998569488536 1019.5499877929689 33.405000686645515 -0.48261092603206629 320.67280578613287 -0.70292478799819935 6.8500001430511483 6.9049999713897714 325.72602844238287 338.50000000000006 0.88551345467567455 0.86400380730628978 -0.74896493554115284 0.8889237940311433 6.7449998855590829 0.6339976191520692
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=22 20 3 4 -3 23 -7 -8 18 -4 11 12 -10 -12 -15 16 -16 -17 -5 -13 -2 -11 -1 -6 26 -26 -25 28 29 -28
right_child=1 2 9 8 5 6 7 -9 10 21 13 19 -14 14 15 17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=1.1664229548837855e-05 0.0059631642948686329 -0.00053582608129174644 -0.0030538383337354296 0.0030312861260650484 0.0018227889606917008 -0.001931927095527851 0.0039504628460854292 0.031206557258963586 0.0019307243818435283 -0.0016721644509605398 -0.00062079793733609966 0.00058636074875205544 -0.00053497594782580475 0.012863356515751628 -0.0020879999217740669 0.017901358586933577 0.016113257123711141 0.0026908226015983651 0.020816671007102536 -0.0015990369957626456 -0.00084088319655529001 -0.00019737786910802534 0.0012836730264292038 0.0023181423723286432 -0.0043650180081604047 0.012525278279402606 0.013361035198415359 -0.011276524839922787 0.034152380202784008 0.0040910309126887187
leaf_weight=1211498 199 2404 1743 907 2705 31 25 50 7553 4732 20594 4826 2567 103 513 66 37 153 31 3220 24966 30590 5432 308 200 48 257 24 33 208
leaf_count=1211498 199 2404 1743 907 2705 31 25 50 7553 4732 20594 4826 2567 103 513 66 37 153 31 3220 24966 30590 5432 308 200 48 257 24 33 208
internal_value=-2.41889e-06 -0.000222852 -5.36744e-05 0.000315142 0.00172017 0.00311472 0.0150868 0.0221212 9.72022e-05 -0.000519987 1.38474e-05 0.000599491 0.001304 -0.000481764 0.00280179 0.00145414 -0.000863552 0.00727482 0.00361908 -0.000287875 -0.000787078 -0.000394951 1.73421e-05 0.00277926 0.00517932 -0.00109593 0.00705434 0.00984887 0.010867 0.00921445
internal_weight=1.32602e+06 109093 83928 46863 6293 3889 106 75 40570 37065 39632 18166 10120 21466 872 769 550 219 938 8046 25165 35322 1.21693e+06 3783 1078 248 830 522 498 465
internal_count=1326023 109093 83928 46863 6293 3889 106 75 40570 37065 39632 18166 10120 21466 872 769 550 219 938 8046 25165 35322 1216930 3783 1078 248 830 522 498 465
cat_boundaries=0 1
cat_threshold=5892
is_linear=0
shrinkage=0.05


Tree=147
num_leaves=31
num_cat=2
split_feature=84 123 68 90 54 86 82 4 136 34 74 52 40 95 98 126 111 39 58 38 34 53 67 87 136 60 22 23 28 122
split_gain=2.22155 2.43843 4.83366 3.81313 5.35953 3.45661 3.34492 4.52339 6.29838 4.28554 3.99975 6.07122 5.66585 5.11952 3.99232 4.21738 3.85857 3.39629 3.35342 4.30572 5.18255 4.28568 3.31151 3.28432 3.257 3.2243 3.20747 3.73165 3.75535 3.19109
threshold=0.92270979285240184 -0.58068084716796864 316.56752014160162 1.0000000180025095e-35 2.3249999284744267 0.75333586335182201 316.21452331542974 9.2500000000000018 0 9.4499998092651385 0.33173155784606939 0.99500000476837169 11.750000000000002 -0.38361859321594233 -0.59260019659996022 0.99353402853012096 0.81582212448120128 21.550000190734867 111.06040954589845 14.050000190734865 12.550000190734865 1.8149999976158144 6.1649999618530282 0.86395844817161571 1 0.4359803199768067 4.9149999618530282 5.9649999141693124 1012.7500000000001 -0.36648726463317866
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 1 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -3 10 9 -9 11 12 14 -14 29 23 25 18 19 20 -12 -22 24 -16 -6 -11 -18 28 -28 -8
right_child=-2 6 -4 4 22 -7 7 8 -10 16 17 -13 13 -15 15 -17 26 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.1223295966331313e-05 -0.00081705395323935994 -1.9600046603931301e-05 0.00088789522818362692 -0.0027481531558854982 0.0030296122653071847 0.00028519647783428298 0.007881460768816571 -0.0031464017043345907 -4.8818843909170842e-05 0.012012657316001221 -0.0036809474457783625 -0.00030126258185636116 0.0060319848288781942 0.035493234390842503 0.0028629495655485525 0.029944644259133686 -0.016176219316928284 0.019934017909690738 -0.000598311958207116 -0.0075371718037333911 0.0041490297969383645 -0.006179486055644081 0.00014203223061378317 0.019614023808389905 0.00045227389781032586 0.0032919030868028389 -0.0089777364594541536 0.0011482316493049095 0.007596227330603663 -0.0019161928535646037
leaf_weight=520552 8314 682773 18024 1071 4351 7630 124 281 18639 214 1078 1251 30 29 109 24 23 20 54058 370 495 126 2502 40 1726 210 37 1222 448 252
leaf_count=520552 8314 682773 18024 1071 4351 7630 124 281 18639 214 1078 1251 30 29 109 24 23 20 54058 370 495 126 2502 40 1726 210 37 1222 448 252
internal_value=-2.29795e-06 2.8427e-06 8.24714e-05 5.54797e-05 0.000786194 -8.81764e-05 -5.52552e-05 -0.0003631 0.000264281 0.00265026 -0.000591032 0.00169075 0.00578944 0.0205129 0.00420713 0.010493 0.00341877 -0.000666581 -0.000673922 -0.00264943 -0.001585 0.00205339 0.001673 0.00735988 0.00230332 0.00769342 0.00237111 0.00262102 0.00633182 0.00131495
internal_weight=1.32602e+06 1.31771e+06 555856 537832 17280 8701 761853 79080 21074 2435 58006 1859 608 59 549 173 2154 56147 56127 2069 1699 621 8579 149 6077 424 1730 1707 485 376
internal_count=1326023 1317709 555856 537832 17280 8701 761853 79080 21074 2435 58006 1859 608 59 549 173 2154 56147 56127 2069 1699 621 8579 149 6077 424 1730 1707 485 376
cat_boundaries=0 1 2
cat_threshold=16 627
is_linear=0
shrinkage=0.05


Tree=148
num_leaves=31
num_cat=1
split_feature=77 116 56 29 67 80 43 37 118 68 4 136 125 43 34 27 56 28 21 2 23 52 26 54 15 82 32 61 39 10
split_gain=2.12541 4.848 5.91288 4.47628 4.33251 3.36648 2.97194 2.72245 2.60713 2.52755 4.93989 5.61604 5.18054 3.33217 3.36813 5.33262 5.02182 3.6475 3.79857 3.44887 3.28414 4.35271 3.17978 3.1773 4.04613 3.13932 3.32467 3.70236 5.32872 5.26844
threshold=38.405000686645515 0.99535831809043895 241.9750671386719 1012.7500000000001 6.2550001144409189 78.402645111083999 12.949999809265138 8.7500000000000018 0.98624804615974437 319.24395751953131 3.6499999761581425 0 1.0000000180025095e-35 10.84999990463257 13.550000190734865 327.50000000000006 347.33976745605474 1020.3500061035157 5.1349999904632577 163.50000000000003 5.2550001144409189 0.42499999701976782 319.50000000000006 1.575000047683716 1.6050000190734866 315.48143005371099 11.34999990463257 0.32596212625503546 13.650000095367433 10.250000000000002
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=9 2 6 -3 8 -4 -2 -7 -5 25 11 12 -11 -12 16 23 17 18 -15 -20 -21 -22 -14 24 -16 -1 -27 28 29 -28
right_child=1 3 5 4 -6 7 -8 -9 -10 10 13 -13 22 14 15 -17 -18 -19 19 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=1.679270540087223e-05 -0.0021894109944578144 -0.0030729116515620897 0.0091747805195457957 0.026914462074637414 0.0036014565600730152 0.0021784060713106309 0.013864612945451819 -0.00034194817505908383 0.010562156919891444 0.0079382836431121113 0.00067030837553018431 -0.00080327074444697111 0.004309433064572361 -0.015379259843146429 0.023973079016432169 -0.0072833578847641568 0.025489532017769913 0.019870978462937717 -0.0073549698447875154 0.021749003420894347 -0.011339223356201099 0.0059940065864535919 -0.0070375912359915685 0.00042073529967158213 -0.0010773601493349783 -0.00082490203160414137 0.0024910100525161933 -0.00034142809945045678 -0.00029306019699976323 -9.2273393192954245e-05
leaf_weight=1174457 4855 115 96 39 161 1131 29 20354 65 366 24709 9657 122 25 40 159 30 37 56 30 39 508 125 127 27 21989 4850 48799 9698 3328
leaf_count=1174457 4855 115 96 39 161 1131 29 20354 65 366 24709 9657 122 25 40 159 30 37 56 30 39 508 125 127 27 21989 4850 48799 9698 3328
internal_value=-2.18176e-06 -0.000442552 -0.000523067 0.00516488 0.00873977 -0.00016753 -0.00209409 -0.000209273 0.0166943 6.91765e-06 0.000419693 -0.000507668 0.00409545 0.000789026 0.00351017 -0.000495145 0.00546034 0.00459577 0.00373683 0.00449181 0.00564159 0.00475818 -0.00143299 0.00506839 0.0138781 -4.8654e-06 -0.000291752 -0.000115923 0.000499676 0.00143975
internal_weight=1.32602e+06 26845 26465 380 265 21581 4884 21485 104 1.29918e+06 36057 10270 613 25787 1078 353 725 695 658 633 577 547 247 194 67 1.26312e+06 88664 66675 17876 8178
internal_count=1326023 26845 26465 380 265 21581 4884 21485 104 1299178 36057 10270 613 25787 1078 353 725 695 658 633 577 547 247 194 67 1263121 88664 66675 17876 8178
cat_boundaries=0 1
cat_threshold=512
is_linear=0
shrinkage=0.05


Tree=149
num_leaves=31
num_cat=3
split_feature=122 74 64 97 95 82 52 19 133 88 29 136 12 86 68 136 57 136 12 23 34 9 3 69 77 73 37 8 111 68
split_gain=2.04791 3.14919 7.54648 4.20822 3.91523 3.72091 4.35505 3.68575 3.60907 3.64819 3.89583 3.46941 4.70835 4.3513 4.0723 3.41307 3.32146 5.69918 5.7663 5.02804 4.62284 3.7959 3.65601 5.41971 3.60008 3.57728 3.46036 4.1423 4.01414 3.68184
threshold=-0.63605400919914235 0.42344570159912115 4.6349999904632577 1.0000000180025095e-35 0.98369738459587108 267.46839904785162 6.9749999046325692 6.9049999713897714 1018.4500122070314 -0.22800695896148679 1007.5499877929689 0 1.1349999904632571 0.48616161942482 275.80964660644537 1 234.00138092041018 2 0.95499998331069957 5.1749999523162851 13.750000000000002 1.1500000357627871 10.500000000000002 295.24917602539068 2.5649999380111699 0.36613027751445776 17.44999980926514 3.1499999761581425 -0.16939563304185865 284.78637695312506
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2 7 15 9 -6 -11 -4 13 14 -13 -7 21 18 22 -20 -21 25 -18 -24 -23 -9 28 -28 -26 -29
right_child=1 2 11 -5 8 6 -8 16 -10 10 -12 12 -14 -15 -16 -17 17 -19 19 20 -22 24 23 -25 26 -27 27 29 -30 -31
leaf_value=7.8849193580456911e-05 1.1788867168402016e-05 -0.00045079572765289034 -0.00044708502039551021 0.002115014425090257 -0.00086738658665182059 0.0066376883535338759 -0.0010251027072873864 0.0069535445828480293 0.015627215889378869 -0.016410898672164245 -0.0033525013998421042 0.029197956185920967 3.4050291899481577e-05 0.0017231581122133261 -0.00034243491943925625 -0.00019624796364273866 0.029690066778637243 0.0018167198876549509 0.017928680667786728 0.0049840718396699105 -0.008080882119443895 -0.0016121836319187355 0.0065219294534534476 0.031010883101927386 -0.012463900294565296 0.0013148603046748597 0.010332330397503385 0.00067007075326153262 0.00066645259218733844 0.014271155123344877
leaf_weight=491841 392271 118301 39126 1551 2616 178 3250 449 29 59 1789 28 252426 3212 20 6473 33 4165 56 283 89 1711 117 28 59 753 199 522 4334 55
leaf_count=491841 392271 118301 39126 1551 2616 178 3250 449 29 59 1789 28 252426 3212 20 6473 33 4165 56 283 89 1711 117 28 59 753 199 522 4334 55
internal_value=-2.07297e-06 -4.97854e-05 -0.000146454 -0.000473127 -0.000505817 4.78462e-05 0.000669461 0.000951831 -0.00195454 -0.00206876 -0.00376941 -8.6715e-06 5.84313e-05 0.00194647 0.0168895 -3.66714e-06 0.00144627 0.0024924 0.00699098 0.00396098 0.00185832 0.000828711 0.0146693 0.0112508 0.000375787 0.00342116 0.00103383 0.00411189 0.000490106 0.00196653
internal_weight=1.32602e+06 834182 419157 124345 122794 415025 22754 19504 4493 4464 1848 294812 255686 3260 48 6651 12853 4771 606 428 372 8082 178 145 6880 1202 5169 776 4393 577
internal_count=1326023 834182 419157 124345 122794 415025 22754 19504 4493 4464 1848 294812 255686 3260 48 6651 12853 4771 606 428 372 8082 178 145 6880 1202 5169 776 4393 577
cat_boundaries=0 1 2 3
cat_threshold=4134 2 16
is_linear=0
shrinkage=0.05


Tree=150
num_leaves=31
num_cat=4
split_feature=30 85 136 86 93 15 76 80 58 92 122 126 56 92 121 88 136 108 8 136 80 52 124 39 32 30 120 34 8 136
split_gain=2.05304 5.44911 4.92665 7.19425 7.20016 8.66185 8.96636 7.02327 5.56957 5.44322 5.35324 5.26556 4.67701 4.64049 7.14776 7.12297 5.87957 4.94064 5.62867 4.88399 6.83227 9.91097 6.80252 6.69618 6.44647 4.74007 4.90815 4.47787 4.40409 4.34974
threshold=1014.9500122070314 0.87485530972480785 0 0.8569355607032777 0.23949678242206576 1.6050000190734866 27.585000038146976 342.37731933593756 173.9921798706055 -0.90064695477485646 -0.52247866988182057 -0.19936034083366391 68.363044738769545 -0.75314617156982411 0.8038262426853181 1.0000000180025095e-35 1 0.24204575270414355 8.9499998092651385 2 283.17623901367193 0.9650000035762788 0.72534674406051647 12.650000095367433 10.84999990463257 1016.5499877929689 -0.84335932135581959 4.5499999523162851 5.7500000000000009 3
decision_type=2 2 1 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 1
left_child=2 13 9 -4 5 -5 8 10 -7 -1 -8 -6 -13 14 16 19 -2 18 -18 20 -15 22 -22 -23 -24 -19 -27 29 -25 -3
right_child=1 27 3 4 11 6 7 -9 -10 -11 -12 12 -14 15 -16 -17 17 25 -20 -21 21 23 24 28 -26 26 -28 -29 -30 -31
leaf_value=-0.0021436405005849277 -0.0013111827234097233 0.00063709308547071355 4.0807826931432086e-05 0.00010632726407505417 0.001982745078365278 0.0035897093279035914 0.00068153932963912057 0.02386120397442331 0.0013400265970421868 -0.00017997804225627678 -0.0018875114208967852 -0.0027111496067070153 -0.00016393387905532699 4.6859158780887459e-05 -0.0026302751219256649 -0.00197224597541812 -0.00056012779486160243 -0.00044261833770903964 -0.0045845189452000416 -3.6743905568974459e-05 0.00016190523448262554 1.2581449994641473e-05 0.0011244963724931342 0.00046251962544179774 0.004731507370192351 0.0026394225387052655 0.00045758750712433024 -0.00052379798694963356 0.001891039649289143 0.0067742284815400268
leaf_weight=3682 11164 1141 377928 30439 2677 2984 4933 30 35261 84975 3443 1933 26610 116426 3470 4373 11479 12267 940 439927 2385 33124 1982 11315 3303 3104 15199 68520 10313 380
leaf_count=3682 11164 1141 377928 30439 2677 2984 4933 30 35261 84975 3443 1933 26610 116426 3470 4373 11479 12267 940 439927 2385 33124 1982 11315 3303 3104 15199 68520 10313 380
internal_value=1.01573e-05 -4.42897e-05 8.12649e-05 0.000143765 0.000503028 0.00076246 0.00119058 -0.000287989 0.00151555 -0.000261501 -0.000374483 -0.000137576 -0.000336437 -1.0838e-06 -0.000430372 3.86128e-05 -0.000289407 -2.37474e-05 -0.000864736 5.28239e-05 0.000273128 0.000695196 0.0023785 0.000459389 0.00337879 0.000317895 0.000827604 -0.000464234 0.00114369 0.00221909
internal_weight=1.32571e+06 750812 574895 486238 108310 77090 46651 8406 38245 88657 8376 31220 28543 680771 57623 623148 54153 42989 12419 618775 178848 62422 7670 54752 5285 30570 18303 70041 21628 1521
internal_count=1325707 750812 574895 486238 108310 77090 46651 8406 38245 88657 8376 31220 28543 680771 57623 623148 54153 42989 12419 618775 178848 62422 7670 54752 5285 30570 18303 70041 21628 1521
cat_boundaries=0 1 2 3 4
cat_threshold=4240 7424 400 512
is_linear=0
shrinkage=0.05


Tree=151
num_leaves=31
num_cat=0
split_feature=90 57 57 119 69 56 75 22 2 11 9 28 62 100 96 2 99 35 52 121 25 70 21 84 19 14 83 111 92 123
split_gain=2.32267 3.81324 3.59779 3.23261 2.81006 2.85395 2.35796 2.62329 2.29818 3.37274 3.49154 2.67091 2.56259 2.30929 2.48686 2.25684 2.1393 3.00955 2.06173 3.56484 3.22843 2.18757 2.45068 2.06141 3.38826 2.90864 2.23168 2.79409 2.71449 2.82492
threshold=0.93039727210998546 185.94447326660159 254.76713562011722 -0.18222858756780622 213.09167480468753 272.06300354003912 0.76333218812942516 5.3849999904632577 313.50000000000006 2.0499999523162846 2.8500000238418584 1017.4500122070314 0.29823604226112371 0.52687686681747448 -0.92720553278923024 331.50000000000006 -0.98274594545364369 13.250000000000002 1.1950000524520876 -0.5663846731185912 303.50000000000006 292.03800964355474 6.4249999523162851 0.88268497586250316 8.0099999904632586 2.2350000143051152 320.89559936523443 0.64747858047485363 -0.87954542040824879 -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 23 3 -3 -4 -6 7 15 9 10 12 18 -5 14 -13 -7 17 -11 20 -20 -10 -21 -23 26 -25 -26 27 -2 -29 -30
right_child=1 2 4 8 5 6 -8 -9 11 16 -12 13 -14 -15 -16 -17 -18 -19 19 21 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=1.2565088591176633e-05 -0.0066525105707201972 -0.0042642251887308391 0.012918051773989907 -0.0045808225125074393 -0.0056366228779699025 -0.010814870469686058 -0.0068945506180170925 0.0055406572938977092 0.018964024394750596 0.017447640103372661 0.022532243897148876 -0.0025455417393734966 0.015136401742123641 -0.0099169738658862888 0.019798511490225795 0.0088469945150427536 -0.0033079057335955149 -0.0026264892078849468 0.0045625964148071742 0.0067700136537578977 -0.0017492946706816406 0.035060156819721064 0.013863671280443669 -0.0060483145501671574 0.023018279507756235 -0.00025420748806309661 -0.01230111582229425 0.014326534102506498 -0.0092464626774599306 0.012987754070200025
leaf_weight=1323143 333 185 28 45 496 54 88 197 25 33 32 33 26 41 20 20 298 43 71 22 76 30 25 72 25 29 113 34 50 20
leaf_count=1323143 333 185 28 45 496 54 88 197 25 33 32 33 26 41 20 20 298 43 71 22 76 30 25 72 25 29 113 34 50 20
internal_value=9.65172e-06 -0.00149378 -0.000339984 0.00170591 -0.00266855 -0.00317899 0.000216507 0.00252563 0.00305284 0.000808215 0.00881982 0.00617436 0.00263957 -0.00100669 0.00588618 -0.00550085 -0.00139819 0.00608991 0.00888528 0.0126438 0.00337776 0.0200953 0.0254254 -0.00471623 0.00105243 0.0105201 -0.00603778 -0.0044182 0.0027359 -0.00289383
internal_weight=1.32571e+06 2564 1888 1005 883 855 359 271 820 477 103 343 71 94 53 74 374 76 249 148 101 77 55 676 126 54 550 437 104 70
internal_count=1325707 2564 1888 1005 883 855 359 271 820 477 103 343 71 94 53 74 374 76 249 148 101 77 55 676 126 54 550 437 104 70
is_linear=0
shrinkage=0.05


Tree=152
num_leaves=31
num_cat=1
split_feature=90 57 57 116 69 56 107 121 84 77 38 33 7 94 2 113 99 78 79 52 5 96 22 65 95 136 14 88 4 16
split_gain=2.09621 3.44145 3.247 3.59418 2.53608 2.57569 2.21859 2.03044 2.09527 2.2638 2.89253 2.84466 3.01902 3.96505 2.67003 3.0634 2.48038 2.84755 2.37525 2.25772 2.82355 2.20802 2.02688 2.01355 2.96659 1.99969 3.2818 2.78068 4.65389 2.61837
threshold=0.93039727210998546 185.94447326660159 254.76713562011722 -0.35019405186176294 213.09167480468753 272.06300354003912 -0.99550271034240712 -0.97988739609718312 0.88464248180389415 19.304999351501468 11.449999809265138 11.250000000000002 2.0499999523162846 0.011997236404567959 321.50000000000006 -0.53727915883064259 -0.75746884942054737 7.8350000381469735 27.214999198913578 1.1549999713897707 7.6499998569488534 -0.88265299797058094 4.4249999523162851 3.054999947547913 -0.94549131393432606 0 0.70499998331069957 0.44045776128768926 10.750000000000002 18.219999313354496
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=25 22 3 -3 -4 23 -7 -5 9 11 18 -9 13 21 15 -14 17 -16 -11 -12 -21 -13 -2 -6 -25 26 -1 -28 -29 -27
right_child=1 2 4 7 5 6 -8 8 -10 10 19 12 14 -15 16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 29 27 28 -30 -31
leaf_value=-0.0043119917173375082 -0.015117698224882285 -0.0050062114843989125 0.012272148853766599 -0.0077437578046339606 -0.0085923401015280121 0.015974894911050797 -0.00077406259094497205 -0.0048428817505654564 -0.0016771077505883672 0.034118436798453333 -0.0073627584031783046 -0.0032188627443143301 -0.0024306114845434297 0.02593083667775823 0.0037647132316361307 0.013592103262032782 0.00026231133118639454 0.027148728221654896 0.009750188411562704 0.024066781314710777 0.0019263376268402984 0.015811672848131921 -0.003775740958241069 0.014127116647665389 -0.0040203686019955496 5.4192581763108477e-05 -8.4813601330701585e-05 -0.0011216338126906484 -0.0089648693819561667 -0.0005737254608638064
leaf_weight=463 42 170 28 42 244 21 338 88 155 20 24 35 202 36 23 35 38 30 20 24 36 27 634 25 227 1023203 280308 2085 208 16876
leaf_count=463 42 170 28 42 244 21 338 88 155 20 24 35 202 36 23 35 38 30 20 24 36 27 634 25 227 1023203 280308 2085 208 16876
internal_value=9.16913e-06 -0.00141909 -0.000322985 0.00162062 -0.00253513 -0.00302004 0.000205681 0.00296979 0.00353722 0.00480402 0.0108679 0.00334115 0.00503174 0.0127323 0.00273097 -6.43878e-05 0.0100112 0.0170009 0.0219343 0.00559815 0.0107825 0.00506863 -0.00448042 -0.00535479 -0.00222002 1.19368e-05 -0.000105886 -9.8999e-05 -0.0018331 4.40038e-05
internal_weight=1.32571e+06 2564 1888 1005 883 855 359 835 793 638 124 514 426 98 328 237 91 53 40 84 60 62 676 496 252 1.32314e+06 283064 282601 2293 1.04008e+06
internal_count=1325707 2564 1888 1005 883 855 359 835 793 638 124 514 426 98 328 237 91 53 40 84 60 62 676 496 252 1323143 283064 282601 2293 1040079
cat_boundaries=0 1
cat_threshold=5121
is_linear=0
shrinkage=0.05


Tree=153
num_leaves=31
num_cat=2
split_feature=7 52 79 136 33 39 18 66 89 56 53 111 5 120 101 8 83 72 136 80 29 131 56 69 31 82 25 75 35 97
split_gain=1.97772 4.0427 6.76658 10.287 7.68073 7.21815 7.90324 6.50758 7.42253 5.38772 5.31149 5.05467 5.04753 5.64966 5.04373 5.04087 4.84163 4.81274 4.63626 4.50563 4.37522 4.35743 4.33931 4.3174 4.34985 4.26107 4.1785 4.17324 4.42595 4.92374
threshold=5.3500001430511483 5.4149999618530282 17.304999351501468 0 6.1499998569488534 11.550000190734865 7.4149999618530282 1.7150000333786013 -0.49890354275703425 111.71417617797853 2.6149998903274541 0.50500109791755687 11.84999990463257 -0.67556449770927418 -0.94299885630607594 15.650000095367433 297.86882019042974 0.51459869742393505 1 311.25111389160162 1016.0499877929689 314.50000000000006 111.71417617797853 333.33952331542974 1017.1499938964845 327.26478576660162 311.50000000000006 0.57508695125579845 14.250000000000002 -0.46506670117378229
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 7 4 15 6 -6 16 -9 -5 23 -7 20 25 21 19 17 -2 -18 -4 -13 -3 -19 -10 -25 -14 -12 28 29 -11
right_child=1 14 3 9 5 11 -8 8 10 27 26 12 13 -15 -16 -17 18 22 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=6.3376254429581066e-05 2.1782784203929213e-05 -0.0029549269626454391 0.0041505466125031218 -0.0017867257608262226 -0.00036440984580154344 -0.0017241627964816706 0.0029284454462206256 -0.00016524957984787557 -0.0020839605632234793 -6.7817990182840565e-05 -0.0010923242121087179 0.0019301046247379645 0.0006248338381179149 -0.0022187246187852974 -0.000252425579777516 -0.015172931941395457 0.0023178881599345709 -0.004938315777076179 0.00036964518751983288 0.015014672437457428 -0.00042956323720388928 -0.023252621272371876 -0.00087353208715022258 -0.0023662610083941701 0.0099616713547425358 0.01080229527557436 0.0013908224057899998 -0.00010260719850967382 0.0032052717081545224 0.00528754849734373
leaf_weight=735990 279433 1277 196 3907 2364 2254 7951 47423 12273 4451 5124 7780 332 2143 153769 22 4175 730 11344 186 2628 27 6528 136 151 149 2531 27891 2067 475
leaf_count=735990 279433 1277 196 3907 2364 2254 7951 47423 12273 4451 5124 7780 332 2143 153769 22 4175 730 11344 186 2628 27 6528 136 151 149 2531 27891 2067 475
internal_value=8.71067e-06 -5.95141e-05 1.8682e-05 0.000490012 0.00125921 0.00115175 0.00217379 -6.38933e-05 -0.000507223 -2.59666e-05 -0.00130947 0.000462078 0.000840207 -0.00111957 -0.000278685 0.00810008 3.53289e-05 -1.12336e-05 0.000895503 0.00944041 0.00133429 -0.0033752 -0.00128236 -0.0019422 0.00411986 0.00377752 -0.000271313 0.000171231 0.00126341 0.000448585
internal_weight=1.32571e+06 589717 434644 64796 26005 25601 10315 369848 67638 38791 20215 15286 13032 2624 155073 404 302210 286691 15519 382 10408 1304 7258 12560 287 481 7655 34884 6993 4926
internal_count=1325707 589717 434644 64796 26005 25601 10315 369848 67638 38791 20215 15286 13032 2624 155073 404 302210 286691 15519 382 10408 1304 7258 12560 287 481 7655 34884 6993 4926
cat_boundaries=0 1 2
cat_threshold=326 86
is_linear=0
shrinkage=0.05


Tree=154
num_leaves=31
num_cat=0
split_feature=90 127 18 2 76 86 98 37 83 2 0 83 94 31 112 63 108 52 85 37 99 35 56 91 63 56 61 124 26 20
split_gain=1.90327 2.83104 2.98233 2.91184 3.12836 2.72354 2.8788 2.85343 2.46283 2.3653 3.36101 3.38632 2.23844 2.34323 2.1832 3.20801 3.20372 2.4792 2.46554 2.76253 2.4181 3.45311 2.82994 2.36347 2.38813 2.5089 2.28225 2.674 2.15695 3.74426
threshold=0.93039727210998546 0.84335932135581981 5.1300001144409189 331.50000000000006 37.475000381469734 0.82441917061805736 -0.63999894261360157 11.550000190734865 320.18757629394537 326.50000000000006 328.50000000000006 320.54164123535162 0.25213728845119482 1014.5499877929689 -0.59480014443397511 0.39738839864730841 0.81988260149955761 3.5149999856948857 0.84609135985374462 10.250000000000002 -0.99794420599937428 14.150000095367433 111.71417617797853 -0.74354863166809071 0.35297256708145147 219.62752532958987 0.3989671021699906 -0.92384436726570118 257.50000000000006 6.1949999332427987
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 8 5 6 7 -5 -3 14 12 -12 13 -11 17 26 -17 18 28 -20 -21 22 -22 24 25 -24 27 -16 29 -4
right_child=1 3 9 4 -6 -7 -8 -9 -10 10 11 -13 -14 -15 15 16 -18 -19 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.0913408801011177e-05 -0.0093080481329128485 -0.004060763221826743 -0.0009449582563006673 0.014218355924822391 0.013102725479337905 -0.005386497914042796 0.021022294373029757 -0.0067555174641311172 -0.012741138687930429 0.010541367460170696 0.0067526002363725154 0.029963213831863622 -0.013473036598103741 -0.0032339844972628985 0.0096635483345016843 -0.00050124344322079379 0.022512806176673623 -0.005018074831391192 -0.011377577047743318 0.01790780869915205 0.025402725594384331 -0.0015146236114922059 0.0051398200406269599 0.001651390729201804 0.0020479574569940776 0.026571819646697904 0.0030281424309640866 -0.0093476181874208811 -0.0028124615232544871 0.01786798775428906
leaf_weight=1323143 88 220 87 24 36 229 21 50 130 58 55 22 24 66 20 62 20 170 27 34 21 166 22 124 36 36 58 246 374 38
leaf_count=1323143 88 220 87 24 36 229 21 50 130 58 55 22 24 66 20 62 20 170 27 34 21 166 22 124 36 36 58 246 374 38
internal_value=8.27615e-06 -0.00135267 -0.000324516 -0.00403745 -0.000880214 -0.00243387 0.0046835 4.68199e-05 -0.0072849 0.000123134 0.00491194 0.0133842 0.000504077 0.00320933 -0.000576075 -0.00372274 0.00511194 0.000549515 0.00153033 0.00414562 0.00510035 0.00402516 0.00787288 0.00618422 0.0121637 0.0184424 -0.00595868 -0.00791821 -0.000912001 0.00477418
internal_weight=1.32571e+06 2564 1854 710 360 324 95 74 350 1766 225 77 148 124 1541 406 82 1135 965 466 439 405 239 218 94 58 324 266 499 125
internal_count=1325707 2564 1854 710 360 324 95 74 350 1766 225 77 148 124 1541 406 82 1135 965 466 439 405 239 218 94 58 324 266 499 125
is_linear=0
shrinkage=0.05


Tree=155
num_leaves=31
num_cat=0
split_feature=88 106 8 20 20 6 115 59 20 40 105 83 90 120 23 93 6 62 22 63 19 69 88 60 78 32 64 22 127 35
split_gain=2.40025 4.13508 3.5374 5.43826 3.9707 3.52527 3.0399 3.64021 5.53558 3.81533 2.91851 2.86099 2.8394 2.51981 2.3593 2.52367 2.41237 2.24024 2.66367 2.63019 3.43722 2.53853 2.14492 8.08405 4.78708 4.77215 3.91658 3.84805 3.77277 4.18796
threshold=0.93781355023384105 -0.22017610818147657 2.1499999761581425 5.3750000000000009 5.0950000286102304 4.2500000000000009 -0.41467745602130884 241.8818054199219 5.4949998855590829 9.8499999046325701 -0.99804773926734913 319.23033142089849 -0.99320736527442921 -0.64942333102226246 6.1449999809265146 -0.99761167168617237 9.8499999046325701 0.35518421232700353 6.5050001144409189 0.37104804813861852 5.7200000286102304 215.8789978027344 0.1842528581619263 0.40108607709407812 4.0150001049041757 12.150000095367433 1.9750000238418581 4.0250000953674325 0.99992385506629955 12.550000190734865
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=22 2 3 4 -2 12 10 -8 -9 -10 -4 14 -5 -3 17 -16 -17 18 19 20 -12 -19 -1 27 -25 26 -26 -24 -29 -30
right_child=1 13 6 5 -6 -7 7 8 9 -11 11 -13 -14 -15 15 16 -18 21 -20 -21 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=-1.1177699879466409e-07 0.0059026360737554958 0.0087401697644963871 -0.011575601487198757 0.017044845842756333 0.031757379992416616 0.020421311942239603 -0.0013223770952256594 0.030817607245766199 -0.003952654955598215 0.022040256024338307 0.020334039634514241 -0.0059431189344675596 -0.0026592588138508616 -0.0098909100739176074 0.013025204070499572 -0.0049612845523728868 0.0062603708690489243 0.013260150204102199 0.020545178332499095 -0.0047027218224042489 0.0028347273620326907 -0.005110012836392141 -0.010089477059970563 2.1614104746187472e-05 -0.0072398185833150927 0.0040059371775508145 0.00151785422324648 -3.7389120808976108e-05 -0.0014557725326581434 0.028746054911365112
leaf_weight=1300845 33 20 84 20 27 21 152 26 48 20 31 358 213 196 23 497 53 21 21 102 296 180 95 1803 167 3072 542 16618 22 24
leaf_count=1300845 33 20 84 20 27 21 152 26 48 20 31 358 213 196 23 497 53 21 21 102 296 180 95 1803 167 3072 542 16618 22 24
internal_value=5.3409e-06 -0.00156078 -0.000919859 0.00399859 0.0175373 0.000800482 -0.0017276 0.00346071 0.0111951 0.00369232 -0.0024937 -0.00201147 -0.000967919 -0.00816581 -0.00086153 -0.00320136 -0.00387993 0.00119795 0.00315823 0.00230713 0.00449368 -0.00319074 8.23124e-06 0.000493975 0.00214163 0.00315257 -0.000544954 -5.50125e-05 2.19311e-06 0.0143017
internal_weight=1.32563e+06 2442 2226 314 60 254 1912 246 94 68 1666 1582 233 216 1224 573 550 651 450 429 327 201 1.32319e+06 22343 5584 3781 709 16759 16664 46
internal_count=1325630 2442 2226 314 60 254 1912 246 94 68 1666 1582 233 216 1224 573 550 651 450 429 327 201 1323188 22343 5584 3781 709 16759 16664 46
is_linear=0
shrinkage=0.05


Tree=156
num_leaves=31
num_cat=1
split_feature=88 106 8 20 20 104 113 8 59 82 43 122 136 60 78 107 0 95 38 84 120 55 29 84 89 16 52 30 87 98
split_gain=2.16622 3.73191 3.1925 4.90803 3.58356 3.22952 2.94783 3.08485 2.49618 4.48735 4.15649 3.15696 3.0048 2.62348 2.58041 3.06565 2.75823 3.40591 2.94675 2.40441 2.27413 2.25945 2.1736 2.8788 2.13011 3.54296 2.11977 2.81061 2.33673 3.0202
threshold=0.93781355023384105 -0.22017610818147657 2.1499999761581425 5.3750000000000009 5.0950000286102304 -0.5048260986804961 0.078456107527017607 4.1499998569488534 228.95233154296878 336.61231994628912 9.1500000953674334 -0.66259482502937306 0 0.33674767613410955 2.2849999666213994 -0.64064678549766529 306.50000000000006 -0.85737338662147511 11.250000000000002 0.8920036554336549 -0.64942333102226246 0.92500001192092907 1015.8500061035157 0.85425421595573436 -0.39046044647693628 9.5450000762939471 3.1650000810623173 1016.1499938964845 0.86100783944129955 -0.85594892501831044
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 4 -2 26 7 -4 12 11 21 13 14 19 -9 16 17 -16 -18 24 -3 -11 23 -20 25 -10 27 28 -5 -30
right_child=1 20 6 5 -6 -7 -8 8 9 10 -12 -13 -14 -15 15 -17 18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=7.8196777904740818e-06 0.0056075043186093821 0.0083031610678881412 -0.006008141392418398 0.01169227815233171 0.030169511075924943 0.020045253656280695 0.0093612163477593061 -0.01448709100484848 0.016737384394290247 0.015485049681738021 0.027455222036625294 -0.0024520732957636938 -0.00714134580178768 0.016866797236473979 0.020721130212901204 -0.0063665719646788035 0.013775087215683678 0.00042715414236180291 -0.0093343931577495633 -0.009730549204601523 -0.0093963645517407945 -0.0072699617187026895 -0.010768045060750513 0.0082892975229169105 -0.0024287854925082145 -0.0040213640478830191 -0.012632660872556947 -0.0066230496323357027 -0.014483664000335223 0.0087991159067799651
leaf_weight=1323188 33 20 380 70 27 20 59 30 61 20 29 500 271 37 44 108 33 39 37 34 196 24 54 62 59 31 33 75 26 30
leaf_count=1323188 33 20 380 70 27 20 59 30 61 20 29 500 271 37 44 108 33 39 37 34 196 24 54 62 59 31 33 75 26 30
internal_value=5.07385e-06 -0.00148274 -0.000873866 0.00379866 0.0166604 0.000760458 -0.00164122 -0.00199154 -0.000955346 0.000945458 0.0127592 -0.000249008 -0.00318417 0.00471285 -0.00036486 0.000749248 0.00360616 0.0111854 0.000224018 0.00228206 -0.00775752 0.00307323 -0.00269876 0.00170267 0.00498689 0.00974259 -0.000887816 0.00104044 0.00560205 -0.00201075
internal_weight=1.32563e+06 2442 2226 314 60 254 1912 1853 1473 795 73 722 678 222 407 377 269 83 186 185 216 44 153 99 151 92 234 201 126 56
internal_count=1325630 2442 2226 314 60 254 1912 1853 1473 795 73 722 678 222 407 377 269 83 186 185 216 44 153 99 151 92 234 201 126 56
cat_boundaries=0 1
cat_threshold=482
is_linear=0
shrinkage=0.05


Tree=157
num_leaves=31
num_cat=0
split_feature=25 55 67 77 106 114 31 12 113 114 23 73 21 108 92 19 54 4 15 30 12 132 83 40 2 77 26 28 120 133
split_gain=1.98498 5.70132 6.26584 4.14747 3.77488 4.00584 4.09694 3.71331 3.69439 3.47195 3.16039 3.41038 3.98607 3.63737 2.93073 8.51455 7.84318 6.82847 6.21748 5.08412 4.81167 4.77446 5.47154 4.49394 4.63649 5.98906 4.77292 4.48963 4.30439 4.24325
threshold=177.50000000000003 1.6649999618530276 2.4650000333786015 8.7049999237060565 0.17227898538112643 -0.97988739609718312 1015.6499938964845 1.4650000333786013 0.88697704672813427 0.59480014443397533 10.085000038146974 0.89998197555542003 6.6649999618530282 0.0090438462793827074 -0.71703550219535817 10.405000209808351 2.1650000810623173 5.0499999523162851 0.60500001907348644 1020.7500000000001 3.2949999570846562 1015.6499938964845 283.65197753906256 11.949999809265138 6.5000000000000009 26.005000114440922 336.50000000000006 1.0000000180025095e-35 -0.59480014443397511 1017.2500000000001
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 4 3 -3 -1 -6 7 8 9 -7 11 12 -4 -14 15 16 23 18 -17 21 29 -20 -23 24 25 26 -2 -26 -25 -18
right_child=14 2 10 -5 5 6 -8 -9 -10 -11 -12 -13 13 -15 -16 17 20 -19 19 -21 -22 22 -24 28 27 -27 -28 -29 -30 -31
leaf_value=-7.5150013016790405e-06 0.00096298663547033389 0.0018110671235389787 -0.00066670005764226368 0.0055718347512866443 0.017651432896964254 -0.0037314347159117462 -0.010185121809423436 -0.0060552016430988516 -0.0072157765383292971 0.018740996784445917 -0.0061900071833193545 -0.010243042437359691 -0.0010172798609214767 0.0024562773558829791 2.2491573151486333e-05 -0.0042404014461302035 0.00068042026077208074 -0.0013162811813887919 -8.8112447225037778e-06 -0.0028197887969923716 -0.0054797159982200236 -0.011273062473691598 -0.0017383370464713898 -0.00061174785731542758 0.020922342253228032 -0.0045537334703156908 0.010610475675245118 -0.00071050872587433069 0.0032127041344043499 -0.0047778056314783206
leaf_weight=25710 6003 5624 3904 843 20 25 225 161 38 55 188 75 1008 2987 1123748 967 43636 23319 43911 1768 324 185 806 1312 24 494 131 36105 1675 359
leaf_count=25710 6003 5624 3904 843 20 25 225 161 38 55 188 75 1008 2987 1123748 967 43636 23319 43911 1768 324 185 806 1312 24 494 131 36105 1675 359
internal_value=4.81747e-06 0.000347889 0.00113878 0.0023013 -9.31407e-05 -0.00429435 -0.00516522 -0.00111691 0.00562093 0.0117184 0.000217684 0.000368756 0.000469513 0.00157985 -6.09418e-06 -0.000205594 0.000117132 -0.000615223 -0.000272044 -0.00018982 0.000591172 -8.62662e-05 -0.00351828 -0.000342141 -0.000473128 0.000742492 0.00116902 -0.000696138 0.00153286 0.000635881
internal_weight=1.32563e+06 40863 14629 6467 26234 524 504 279 118 80 8162 7974 7899 3995 1.28477e+06 161019 90063 70956 47637 46670 44319 44902 991 45744 42757 6628 6134 36129 2987 43995
internal_count=1325630 40863 14629 6467 26234 524 504 279 118 80 8162 7974 7899 3995 1284767 161019 90063 70956 47637 46670 44319 44902 991 45744 42757 6628 6134 36129 2987 43995
is_linear=0
shrinkage=0.05


Tree=158
num_leaves=31
num_cat=1
split_feature=88 106 8 21 108 73 113 8 65 54 33 59 82 43 122 136 98 5 98 107 60 60 84 120 23 55 108 89 88 60
split_gain=1.95578 3.32653 2.88401 4.49163 5.08715 2.99818 2.6389 2.78119 2.48955 2.83375 3.06157 2.259 4.04983 3.75123 2.84915 2.72232 2.49643 2.93233 2.90228 4.23826 2.58332 2.36769 2.16998 2.0504 2.04234 2.03915 2.00553 1.98638 1.94302 7.18708
threshold=0.93781355023384105 -0.22017610818147657 2.1499999761581425 5.2550001144409189 0.85626456141471874 0.42958897352218633 0.078456107527017607 4.1499998569488534 3.6650000810623173 2.1650000810623173 14.550000190734865 228.95233154296878 336.61231994628912 9.1500000953674334 -0.66259482502937306 0 -0.76082333922386158 4.0499999523162851 -0.89836421608924855 -0.81434237957000721 0.28021506965160375 0.33674767613410955 0.8920036554336549 -0.58068084716796864 6.7249999046325692 0.92500001192092907 -0.14987263083457944 -0.7940634787082671 0.1842528581619263 0.40108607709407812
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=28 2 3 5 8 -2 7 26 -5 10 -10 15 14 25 21 16 17 20 -19 -20 -9 22 24 -3 27 -14 -4 -13 -1 -30
right_child=1 23 6 4 -6 -7 -8 11 9 -11 -12 12 13 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-7.5501777731552568e-07 0.0056054152062405714 0.0058356886335576962 0.0016776236636262085 -0.0054633828478485901 0.024200126393274828 0.031423855064944793 0.0088463617934671761 0.0026431428268551826 0.004134640579782585 -0.0045636403728470517 0.027728066807612778 0.015690421584345724 0.014709672937169672 0.026081336303292936 -0.0023305911897768968 -0.0067980647957933491 -0.0053236200351817302 -0.0050896830207325132 0.021555873478064314 -0.00084973534479016268 0.027160420162337169 0.016022332828189875 -0.0092451463222353019 -0.0091353793568621205 -0.0077251888207953284 -0.0069075883451053715 -0.0074951226733627977 0.0025899963572812387 -4.8132807545104164e-05 0.0020230592807930952
leaf_weight=1300845 23 26 74 135 22 22 59 22 44 48 20 46 20 29 500 271 156 114 32 62 21 37 34 190 27 24 306 78 16759 5584
leaf_count=1300845 23 26 74 135 22 22 59 22 44 48 20 46 20 29 500 271 156 114 32 62 21 37 34 190 27 24 306 78 16759 5584
internal_value=4.57659e-06 -0.00140912 -0.000834267 0.00360677 0.00116088 0.0182278 -0.0015636 -0.00189506 -0.000891198 0.00461992 0.0115076 -0.000911186 0.000897063 0.0121201 -0.00023768 -0.00303148 -0.000347929 0.00273067 0.000273464 0.00677771 0.0146167 0.00447608 0.00216683 -0.00733331 0.00473642 0.00291844 -0.00570885 0.00744983 7.18563e-06 0.000469503
internal_weight=1.32563e+06 2442 2226 314 269 45 1912 1853 247 112 64 1473 795 73 722 678 407 251 208 94 43 222 185 216 151 44 380 124 1.32319e+06 22343
internal_count=1325630 2442 2226 314 269 45 1912 1853 247 112 64 1473 795 73 722 678 407 251 208 94 43 222 185 216 151 44 380 124 1323188 22343
cat_boundaries=0 1
cat_threshold=482
is_linear=0
shrinkage=0.05


Tree=159
num_leaves=31
num_cat=1
split_feature=67 53 57 34 105 75 65 121 60 67 95 12 39 14 43 15 71 73 54 28 18 60 88 53 89 122 136 58 18 4
split_gain=1.93918 3.84633 3.76281 6.58464 3.45937 2.93227 4.7438 3.38452 3.46861 4.04952 3.32103 4.53823 4.35379 4.20508 3.31104 3.26419 3.11909 3.10331 3.97361 2.89652 3.43268 2.87133 6.31294 5.55263 4.87196 3.60079 3.68486 3.55512 6.02388 5.81643
threshold=39.68499946594239 21.664999961853031 187.79994964599612 8.7500000000000018 -0.60528117418289173 0.77144730091094982 9.8750000000000018 -0.5663846731185912 0.57319226861000072 13.944999694824221 -0.28373548388481135 3.2549999952316289 17.44999980926514 1.9550000429153445 10.050000190734865 2.3149999380111699 282.45454406738287 0.783860743045807 0.49500000476837164 1011.6499938964845 4.2599999904632577 0.48158860206604009 0.12082643061876298 8.0450000762939471 -0.35857760906219477 -0.43049471080303187 0 232.11399078369143 14.039999961853029 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 1 2 2 2
left_child=5 4 3 -3 -2 21 7 15 9 -9 11 12 14 -14 -8 19 -16 -17 -19 -7 -21 23 27 -1 -25 -26 -27 29 -29 -23
right_child=1 2 -4 -5 -6 6 10 8 -10 -11 -12 -13 13 -15 16 17 -18 18 -20 20 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=1.4129434431813397e-05 0.0011176989281356088 -0.034279052930928415 -2.1200729635381153e-05 -0.0035337422038519794 -0.00036631257051764841 -0.0015052288860267536 0.00075349206372350252 -0.00076626099383873608 -0.00028527990527872329 -0.0021967091411046065 -0.00010016153934752411 -0.0020633482785256704 0.00085935504034712052 -0.0057194157909496897 -0.0015733037882628628 0.00029012020815981354 0.0062974206134622443 0.0095867940380212902 0.0020312371898306672 0.014938895530557553 -9.9618753823651376e-05 0.00023688337032710117 0.0025270376748421589 -0.0011412484844384506 0.0016988944596737184 -0.0050137079004868162 0.00012738979714284202 0.0006384830207829007 -0.00015759404557701552 -0.00090406000236488361
leaf_weight=852952 17833 21 32633 102 5036 4104 21065 20467 23935 6525 128811 1569 468 505 168 3052 502 204 1184 38 26572 31395 2927 18447 3034 441 1540 65451 37309 17340
leaf_count=852952 17833 21 32633 102 5036 4104 21065 20467 23935 6525 128811 1569 468 505 168 3052 502 204 1184 38 26572 31395 2927 18447 3034 441 1540 65451 37309 17340
internal_value=4.3452e-06 0.000293304 -5.41014e-05 -0.00878294 0.000790904 -8.31091e-06 -0.00016604 -0.000463 -0.000723482 -0.00111206 9.398e-07 0.000537372 0.000717068 -0.00255511 0.000863552 -8.56435e-05 0.00432387 0.00118156 0.00314171 -0.00026883 -7.81432e-05 2.82845e-05 0.000227085 -6.74358e-06 -0.000765574 0.000616295 -0.00104176 0.000182648 0.000349452 -0.000169066
internal_weight=1.32563e+06 55625 32756 123 22869 1.27e+06 239169 86081 50927 26992 153088 24277 22708 973 21735 35154 670 4440 1388 30714 26610 1.03084e+06 154422 876414 23462 5015 1981 151495 102760 48735
internal_count=1325630 55625 32756 123 22869 1270005 239169 86081 50927 26992 153088 24277 22708 973 21735 35154 670 4440 1388 30714 26610 1030836 154422 876414 23462 5015 1981 151495 102760 48735
cat_boundaries=0 1
cat_threshold=2816
is_linear=0
shrinkage=0.05


Tree=160
num_leaves=31
num_cat=2
split_feature=84 52 79 34 33 92 56 41 61 65 69 79 4 91 20 68 4 136 10 71 77 87 112 19 92 115 94 52 12 136
split_gain=2.83878 3.52096 6.31294 5.05568 6.83576 4.33783 4.121 3.96792 3.78656 3.75295 3.51507 3.50912 3.4953 3.19376 3.03165 3.04584 2.99992 2.91289 2.82796 4.78371 2.73401 2.66795 2.60201 2.57946 7.38717 7.65362 7.08167 7.25558 7.02987 6.95389
threshold=0.89267566800117504 0.10500000044703485 10.404999732971193 16.250000000000004 15.150000095367433 0.02606101613491774 237.45021057128909 11.449999809265138 0.45054200291633612 0.15500000119209292 218.85337066650393 3.6149998903274541 13.449999809265138 -0.369509607553482 5.4149999618530282 248.15950012207034 5.9500000476837167 0 2.9500000476837163 270.90876770019537 7.4749999046325692 0.87069278955459606 -0.97988739609718312 9.5450000762939471 -0.65649923682212818 -0.66259482502937306 -0.16858211904764173 3.4150000810623173 3.2549999952316289 1
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 1
left_child=23 3 8 4 6 7 10 12 17 22 -2 -12 -4 20 -9 -16 -5 -3 19 -8 -11 -22 -6 26 25 29 28 -28 -1 -25
right_child=1 2 5 16 9 -7 18 14 -10 13 11 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0005382929611669427 0.0074812713658194184 -0.0029158197066616719 0.00044346314470755926 -0.0047076440471762182 0.0087993756854249285 -0.00056030300086361935 -1.6107920867701371e-05 0.018771204775908875 -0.000563931301337573 0.0029185298842525011 0.0031149693995752284 -0.0026393656801657283 -0.0030881226963018213 -0.0010711046112971548 -0.014483008981915192 0.0059415854227898475 0.00055221650741027408 -0.0010968660856116657 0.0015716201173483447 0.013657031176836115 0.022240841844560287 0.0077527746846227305 0.023449501872826847 -0.002029213467258738 1.9509232504638358e-05 -1.9728460600709813e-05 7.4663206513129134e-05 -0.00080391124696394315 -0.0026767971780326258 -0.00057365953800927831
leaf_weight=98719 115 3741 23665 556 136 21975 120 42 15683 304 327 1396 722 224 20 209 529 5438 1416 137 38 194 39 10498 765852 52730 255652 25878 1730 37597
leaf_count=98719 115 3741 23665 556 136 21975 120 42 15683 304 327 1396 722 224 20 209 529 5438 1416 137 38 194 39 10498 765852 52730 255652 25878 1730 37597
internal_value=-3.91921e-06 -0.00029851 -0.000392535 0.000916886 0.00166366 -4.94758e-05 0.000651917 0.000405769 -0.001036 0.00546283 -0.000982379 -0.00154728 0.000338907 0.00394276 0.00642259 0.00415778 -0.00214316 -0.00184257 0.0024474 0.00727269 0.0060381 0.0101258 0.0120643 1.42532e-05 -3.34562e-05 -0.000435774 0.000122502 -6.09462e-06 0.000482921 -0.000891914
internal_weight=1.32568e+06 77026 71495 5531 4446 46633 3511 24658 24862 935 1838 1723 24387 760 271 229 1085 9179 1673 257 536 232 175 1.24866e+06 866677 100825 381979 281530 100449 48095
internal_count=1325682 77026 71495 5531 4446 46633 3511 24658 24862 935 1838 1723 24387 760 271 229 1085 9179 1673 257 536 232 175 1248656 866677 100825 381979 281530 100449 48095
cat_boundaries=0 1 2
cat_threshold=7298 5376
is_linear=0
shrinkage=0.05


Tree=161
num_leaves=31
num_cat=0
split_feature=84 52 11 79 61 1 110 76 8 31 32 28 12 30 75 4 89 11 73 95 69 27 34 3 60 129 60 64 34 58
split_gain=2.57975 2.91107 4.80379 4.21072 4.86087 3.50327 5.3188 3.36339 2.86556 2.74567 2.72623 2.61317 3.2271 3.16618 4.20792 2.83541 2.5969 2.59554 2.58211 2.54174 2.52979 2.50835 3.39974 2.48971 2.55973 2.38671 2.38646 2.9153 2.38627 2.3482
threshold=0.90323719382286083 0.10500000044703485 6.3500001430511483 13.025000095367433 0.54068127274513256 242.50000000000003 0.19002238661050799 30.464999198913578 11.650000095367433 1009.0499877929689 17.94999980926514 1011.1499938964845 1.0249999761581423 1014.7500000000001 0.8847147822380067 4.5499999523162851 -0.98417052626609791 5.8500001430511483 0.73143559694290172 -0.67391574382781971 221.39644622802737 301.50000000000006 16.650000572204593 33.500000000000007 0.32806564867496496 299.50000000000006 0.5526413917541505 1.1150000095367434 17.150000572204593 289.56666564941412
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 23 7 10 17 -8 21 11 12 -7 14 19 -16 -15 26 -19 -13 25 -5 -23 -3 -25 -6 29 -28 -24 -2
right_child=1 3 -4 9 20 6 8 -9 -10 -11 -12 13 -14 16 15 -17 -18 18 -20 -21 -22 22 28 24 -26 -27 27 -29 -30 -31
leaf_value=8.9386424356569657e-06 -0.0038903400389956712 8.7265276785656459e-05 -0.00091987013510204992 -0.0013853275820605033 -0.0040172166968497286 0.016627672763870043 -0.0059785534704878303 0.016535057387603771 0.0095827286545601166 -0.00021905241345694844 -0.0068335992062375662 0.018052188660949469 0.0002325038267144919 0.010826604572821011 0.011666808936458368 0.034405943622876856 0.0012927111061369848 -0.0013312748672130207 0.017606169872710277 0.0066901128113280002 -8.1364965846392586e-05 0.0021985589779950419 0.026657899242127317 -0.0040025798049432224 -0.001759012616297501 -0.021834946997379038 -0.0015522947371937334 0.019711336427954612 0.0075691394711611794 0.0086894359579309834
leaf_weight=1283372 511 1393 1822 473 129 34 166 29 36 18949 42 60 256 103 26 29 233 36 36 274 8102 1347 22 1585 6424 22 40 27 64 40
leaf_count=1283372 511 1393 1822 473 129 34 166 29 36 18949 42 60 256 103 26 29 233 36 36 274 8102 1347 22 1585 6424 22 40 27 64 40
internal_value=-3.72575e-06 -0.00038787 0.000932421 -0.00051815 -0.00108639 0.00263863 0.0042288 -0.00014584 -0.00320526 -3.71003e-05 0.0056495 0.00616604 0.0021547 0.00777058 0.0108415 0.0236565 0.0042153 -0.000846921 0.00813745 0.0087312 -0.000200873 0.00177182 0.00281393 -0.00186369 -0.00220302 -0.00661318 -0.00189364 0.00701663 0.0124523 -0.00297711
internal_weight=1.32568e+06 42310 3800 38510 17655 1978 1259 719 202 20855 1057 1015 290 725 389 55 336 690 72 334 8253 1906 1433 9402 8009 151 618 67 86 551
internal_count=1325682 42310 3800 38510 17655 1978 1259 719 202 20855 1057 1015 290 725 389 55 336 690 72 334 8253 1906 1433 9402 8009 151 618 67 86 551
is_linear=0
shrinkage=0.05


Tree=162
num_leaves=31
num_cat=2
split_feature=84 79 92 22 53 61 41 4 39 30 69 57 74 35 85 136 33 120 101 56 80 35 18 136 35 63 6 115 97 97
split_gain=2.38315 3.36529 4.29383 4.52727 4.09784 4.14075 3.47217 3.49735 4.55142 3.65731 4.44621 3.38353 4.03539 4.81778 3.32849 3.26622 4.01642 3.20449 3.14095 3.0971 3.04629 2.94572 2.91141 2.87338 3.42879 3.30251 2.95764 4.14633 2.87332 2.82765
threshold=0.88933527469635021 10.305000305175783 0.02606101613491774 5.2950000762939462 0.064999999478459372 0.43546389043331152 11.550000190734865 9.0500001907348651 18.849999427795414 1017.6499938964845 321.47706604003912 256.16117858886724 0.60529991984367382 12.750000000000002 0.88746872544288646 0 14.250000000000002 0.44618082046508795 -0.6234147548675536 275.94786071777349 346.37513732910162 9.9499998092651385 7.4149999618530282 1 16.849999427795414 0.27468325197696691 14.150000095367433 -0.76037701964378346 -0.99942225217819203 -0.3435033112764358
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 1 2 2 2 2 2 2
left_child=-1 4 6 19 11 23 7 20 9 15 28 12 13 -2 -12 16 21 -15 -8 -4 -3 -9 -17 24 -6 -26 -25 -28 -11 -21
right_child=1 2 3 -5 5 -7 18 8 -10 10 14 -13 -14 17 -16 22 -18 -19 -20 29 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=1.4553718086237082e-05 -0.0056497760668419812 0.00077803569588165596 -0.0060523861193364347 -0.0002929230608116135 0.00055763195124271519 -0.00042609663520229879 -0.011738653959706427 0.0044448612749947505 -0.0095791733258024422 0.020109026837162675 0.027018684641058957 0.0035430738976111606 -0.0016866223689206942 0.0042337942990218471 0.0065789072085981788 -0.0046430209113475845 0.0028389128970486848 -0.01077473631531403 0.0066510816294867037 -0.0020797021928986334 -0.0049364882143968086 -0.0010261104348542015 -0.0010760579038810566 -0.002251547544349931 0.0096022860246354393 -0.0069193363220288158 -0.0032920737564563749 0.026845020206556436 0.00098787704335194276 0.0083001983500477199
leaf_weight=1235674 163 19744 531 25952 2077 19187 25 263 135 20 28 928 1480 917 69 805 1017 37 326 1336 236 3815 1977 7404 34 274 25 21 1113 69
leaf_count=1235674 163 19744 531 25952 2077 19187 25 263 135 20 28 928 1480 917 69 805 1017 37 326 1336 236 3815 1977 7404 34 274 25 21 1113 69
internal_value=-3.53946e-06 -0.000251931 -2.18354e-05 -0.000466922 -0.000658161 -0.000853689 0.000397891 0.000338514 -0.000465751 -0.000330656 0.002205 0.000951654 2.56486e-05 0.00229437 0.012479 -0.000726601 2.773e-05 0.0036517 0.00534127 -0.00279937 0.000710537 -0.000673274 -0.00210064 -0.00168787 -0.000171699 -0.00509552 -0.00217011 0.0104662 0.00132541 -0.00156994
internal_weight=1.32568e+06 90008 57461 27888 32547 29022 29573 29222 9242 9107 1230 3525 2597 1117 97 7877 5095 954 351 1936 19980 4078 2782 9835 2385 308 7450 46 1133 1405
internal_count=1325682 90008 57461 27888 32547 29022 29573 29222 9242 9107 1230 3525 2597 1117 97 7877 5095 954 351 1936 19980 4078 2782 9835 2385 308 7450 46 1133 1405
cat_boundaries=0 1 2
cat_threshold=2837 304
is_linear=0
shrinkage=0.05


Tree=163
num_leaves=31
num_cat=2
split_feature=84 68 0 53 42 12 93 82 54 136 25 77 32 31 87 114 56 88 89 67 92 136 118 7 22 53 28 127 35 28
split_gain=2.16898 2.58721 3.57522 4.96895 4.73364 4.55773 4.33376 4.00835 4.01261 3.70006 4.05167 4.81233 4.29323 3.66978 4.9611 5.14901 3.69345 3.56601 3.33787 3.31928 3.2729 3.27285 3.22401 3.13944 3.08574 3.03507 3.02534 3.3215 3.65088 3.29248
threshold=0.89714345335960399 313.31854248046881 267.50000000000006 1.3849999904632571 13.949999809265138 1.2749999761581423 -0.53780949115753163 329.43247985839849 0.2950000017881394 0 308.50000000000006 16.634999275207523 10.84999990463257 1019.1499938964845 0.86332264542579662 -0.41467745602130884 219.62752532958987 0.1842528581619263 -0.99772280454635609 21.875000000000004 0.96664232015609752 1 0.9996192753314973 5.1499998569488534 4.5750000476837167 1.0049999952316286 1015.1499938964845 0.89490029215812694 13.150000095367433 1014.0499877929689
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 2 2 2 2
left_child=1 -1 7 5 21 23 -6 22 -9 24 11 20 -12 16 15 -15 17 -14 -19 25 -11 -5 -3 -4 -7 -13 29 28 -28 -20
right_child=-2 2 3 4 6 9 -8 8 -10 10 12 19 13 14 -16 -17 -18 18 26 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.5563719813038616e-06 -0.00029449358840388942 0.00010855198320474207 -0.00022359825839118668 0.00067177167591963313 0.00032584951461657235 0.018664278031238133 0.030399693042039874 0.0035910681353531074 -0.0019490245325798541 0.0011273112880547395 -0.00023715538043410367 0.011559984343372944 -0.0022904509482693605 0.005626167031583678 -0.00061942599702767716 0.016682158503764574 0.0031514167205957903 0.021909594366496261 0.0019270301590559901 -0.002926568392597671 0.019710834897481478 -0.000354929792566553 0.01772556432451193 -0.0074057632636977365 -0.0006392530713728202 0.026929083144800234 0.011044806562131271 -0.0076043461374168224 -0.012566331008830194 0.012026278101554702
leaf_weight=1195167 61031 22485 636 20126 23 21 25 355 4120 267 1561 119 748 425 211 140 3157 22 303 28 26 12625 26 200 1462 44 64 133 22 110
leaf_count=1195167 61031 22485 636 20126 23 21 25 355 4120 267 1561 119 748 425 211 140 3157 22 303 28 26 12625 26 200 1462 44 64 133 22 110
internal_value=-3.36249e-06 1.06873e-05 0.000307288 0.000593089 0.000299087 0.00158731 0.0159893 -0.000142796 -0.00150953 0.0019202 0.00237637 0.00680175 0.00206922 0.00274405 0.00592258 0.0083657 0.00220302 6.74499e-05 0.00276425 0.0129768 0.00277636 0.000276091 0.000128899 -0.00194182 -0.000363455 0.0157087 0.0020978 -0.00265283 0.00500475 0.0046169
internal_weight=1.32568e+06 1.26465e+06 69484 42498 32799 9699 48 26986 4475 8863 7380 484 6896 5335 776 565 4559 1402 654 191 293 32751 22511 836 1483 163 632 219 86 413
internal_count=1325682 1264651 69484 42498 32799 9699 48 26986 4475 8863 7380 484 6896 5335 776 565 4559 1402 654 191 293 32751 22511 836 1483 163 632 219 86 413
cat_boundaries=0 1 2
cat_threshold=5125 339
is_linear=0
shrinkage=0.05


Tree=164
num_leaves=31
num_cat=0
split_feature=36 60 26 98 71 37 84 79 92 12 36 22 43 55 53 61 20 104 9 107 132 103 57 73 3 67 33 15 76 35
split_gain=2.12476 2.77406 2.98173 3.33106 2.50369 2.18402 2.00182 3.04065 3.90789 5.16987 4.55531 4.02235 3.77811 3.71401 3.71348 3.81991 3.37235 3.34541 3.17824 3.73686 3.17721 3.03129 2.86202 4.1403 2.86151 3.17192 4.06476 2.99483 2.88094 2.66584
threshold=6.9500000476837167 0.34873934090137487 323.50000000000006 -0.79613247513771046 314.48599243164068 7.1499998569488534 0.88933527469635021 10.305000305175783 0.02606101613491774 2.8750000000000004 12.650000095367433 5.2950000762939462 11.550000190734865 5.4349999427795419 0.064999999478459372 0.43546389043331152 5.4149999618530282 -0.73757502436637867 5.6499998569488534 -0.94407609105110157 1017.6499938964845 0.82248875498771679 133.37920379638675 0.28144313395023351 64.500000000000014 1.5149999856948855 11.150000095367433 2.7150000333786015 10.855000019073488 16.94999980926514
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 -5 -2 -7 14 9 12 -11 22 13 17 18 29 -14 20 -8 -20 21 24 -10 -24 25 26 -9 -26 -28 -16
right_child=5 2 3 4 -6 6 7 8 11 10 -12 -13 16 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 27 -27 28 -29 -30 -31
leaf_value=-0.0004631380261152548 -0.0049968964729769604 -0.00031254803403638878 0.024368332685488797 -0.0054563477523624903 0.017962183842125039 1.3266828586049651e-05 -0.0011203853229669956 0.020909268115858803 -0.0068628920568994823 -0.00019355091410456541 -0.0045061798640113008 -0.00027320618222273648 0.016506506943193524 0.001729420518911816 -0.0013188435962651368 -0.00039264907052854347 0.0035072586317826553 -0.00049859600356530552 0.0032657234221738392 -0.0012740327750063259 -0.0077283039723241012 0.010200227352487315 0.01524623579744782 -0.0021419567651633836 0.00016895035973731417 0.0015673560592064655 -0.003944878516690428 0.0035845925465337529 0.007328583843224829 -0.0039757211107006056
leaf_weight=152 219 52 45 25 21 1235250 1241 44 332 1753 941 25894 61 5198 8772 19183 274 8935 1657 624 109 86 35 1565 9178 1972 74 690 242 1058
leaf_count=152 219 52 45 25 21 1235250 1241 44 332 1753 941 25894 61 5198 8772 19183 274 8935 1657 624 109 86 35 1565 9178 1972 74 690 242 1058
internal_value=-3.19424e-06 0.00423974 0.0092386 0.0146964 0.00523472 -4.13862e-06 -3.31351e-06 -0.000231086 -1.2152e-05 0.000388203 -0.00169993 -0.000437412 0.000597614 0.00053098 -0.000617227 -0.000803343 0.00587429 0.000238927 0.000915931 0.00202381 0.000770574 0.000845975 -0.00263821 -0.00176159 0.000780035 0.00235524 0.00667112 0.000407782 0.0046886 -0.0016048
internal_weight=1.32568e+06 295 143 91 46 1.32539e+06 1.32517e+06 89918 57383 29557 2694 27826 26863 26528 32535 29013 335 21330 3522 2281 12395 12286 1932 1600 12200 2332 360 9868 316 9830
internal_count=1325682 295 143 91 46 1325387 1325168 89918 57383 29557 2694 27826 26863 26528 32535 29013 335 21330 3522 2281 12395 12286 1932 1600 12200 2332 360 9868 316 9830
is_linear=0
shrinkage=0.05


Tree=165
num_leaves=31
num_cat=0
split_feature=68 76 111 55 125 52 4 96 115 31 132 123 16 91 42 42 94 5 63 66 76 42 20 39 53 34 53 20 20 67
split_gain=2.59458 4.33454 4.58396 5.70129 4.2603 4.72471 3.97603 4.4344 3.71935 3.63056 4.23132 3.57293 3.32588 3.13172 2.97786 3.09491 2.97628 3.02338 3.56805 2.94636 2.94472 4.43486 3.1628 3.13645 3.24465 3.04668 2.95974 3.58958 2.83252 2.70856
threshold=325.72602844238287 56.57500076293946 0.84535166621208202 0.67500001192092907 0.98624804615974437 2.054999947547913 4.4500000476837167 -0.34130072593688959 -0.061046212911605828 1016.1499938964845 1016.6499938964845 -0.46173103153705591 9.5450000762939471 -0.85691314935684193 11.250000000000002 11.650000095367433 0.50583425164222728 2.2500000000000004 0.30347988009452825 14.885000228881838 29.404999732971195 11.050000190734865 5.6549999713897714 10.250000000000002 0.46500000357627874 8.1500000953674334 0.58499997854232799 6.2149999141693124 6.4749999046325692 3.3950001001358037
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 9 13 6 28 -8 -3 10 14 -5 -13 -2 16 -16 17 18 -4 -19 21 25 -22 -24 -25 -11 -26 -28 -6 -15
right_child=1 8 3 11 5 -7 7 -9 -10 20 -12 12 -14 29 15 -17 -18 19 -20 -21 22 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=3.9285027567358455e-06 -0.000529083243331732 0.0041350827072415873 -0.0021433994636754507 0.00094129147568456381 -0.012311695358066848 0.0013376295452083773 0.0080016453032115027 0.022168506759104051 0.022592420670492899 0.017963034082920507 0.021785615299913019 -0.0026392328314010444 -0.00014070566739990309 -0.00022540116230276928 0.026247942775842692 0.00085556669925738657 0.0012993628134036084 -0.0075685436479133467 0.023307955025562221 0.0021543953547770085 0.021312711289838741 0.019209292929412591 -0.0055925614680448661 0.0032861996062039851 0.03174204447306693 0.00049982042864509652 -0.0012710011241814265 0.01786197014646887 0.0067175586043352574 0.0022933949538215957
leaf_weight=1306607 2501 464 40 1841 33 480 227 73 29 26 22 3215 2274 1464 21 28 681 330 21 102 38 36 49 155 20 634 39 66 48 3939
leaf_count=1306607 2501 464 40 1841 33 480 227 73 29 26 22 3215 2274 1464 21 28 681 330 21 102 38 36 49 155 20 634 39 66 48 3939
internal_value=1.2341e-05 0.000594043 0.000470096 -0.000282442 0.00129759 0.00463751 0.00879483 0.0114489 0.00522081 0.00188475 5.23472e-05 -0.000964827 -0.00160414 0.000933762 -0.000338603 0.011738 -0.000842652 -0.0038015 0.00661854 -0.00527285 0.00403088 0.00211991 0.00765496 0.00607747 0.00811972 0.00118777 0.0141133 0.0107554 -0.0010351 0.0016109
internal_weight=1.3255e+06 18896 18403 9638 8765 861 381 300 493 2308 1245 7330 5489 7904 1223 49 1174 493 61 432 1063 696 367 329 280 660 125 105 81 5403
internal_count=1325503 18896 18403 9638 8765 861 381 300 493 2308 1245 7330 5489 7904 1223 49 1174 493 61 432 1063 696 367 329 280 660 125 105 81 5403
is_linear=0
shrinkage=0.05


Tree=166
num_leaves=31
num_cat=2
split_feature=56 136 8 106 108 72 123 87 69 85 121 1 24 15 9 43 54 38 85 110 26 55 71 64 37 29 70 30 87 136
split_gain=2.49495 3.63942 3.86229 4.11888 3.83777 3.54647 3.45837 5.28464 4.0191 3.12029 2.61933 2.59676 2.97369 2.61971 3.28245 2.5786 3.40341 2.45833 2.50281 2.77238 3.67799 3.43564 4.62415 4.19499 2.94048 2.93865 2.58627 2.34468 5.29395 11.2274
threshold=304.89826965332037 0 12.449999809265138 -0.22017610818147657 0.90958365797996532 0.35229548811912542 -0.9366365075111388 0.74894079566001903 249.26257324218753 0.85567688941955578 -0.74892720580101002 343.50000000000006 354.50000000000006 1.3849999904632571 4.7500000000000009 0.15000000223517421 0.86500000953674328 15.34999990463257 0.73266491293907177 0.57705703377723705 203.50000000000003 1.0149999856948855 310.06752014160162 4.1949999332427987 20.750000000000004 1013.5499877929689 228.35035705566409 1014.6499938964845 0.86508312821388256 1
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 1
left_child=27 -2 3 5 -4 6 7 -3 10 -10 -9 17 13 14 -13 -6 -17 -7 -19 20 26 22 -21 25 -22 -24 -20 28 -1 -30
right_child=1 2 4 -5 15 11 -8 8 9 -11 -12 12 -14 -15 -16 16 -18 18 19 21 24 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=2.7216384630608265e-06 -0.00033005802443015076 -0.0035636582582884908 0.00084364267027940861 -0.0015728869631659208 0.003926338707185794 -2.9940136664452485e-05 0.0020441803070871123 0.020614782832562923 0.035040126935414535 0.010873779358172958 -0.0023166486541881708 -0.0013130562512127025 0.016881861570741862 0.00095878751957126644 0.0082377829032731515 0.014821899498841077 -0.001957101376372465 -0.0018013100204319378 0.023694249137524288 0.001356147468483584 0.002310935507553616 0.00017494472979320019 0.031449137796381754 0.004492429888488937 -0.014271806815587399 0.0097170461468132491 0.0038897041182281104 -6.3189847210362067e-05 -0.00050349394830043008 0.00076672269062679963
leaf_weight=424123 18706 49 10604 2873 1819 31149 885 20 34 22 33 133 31 4075 278 33 359 795 34 326 2702 5537 35 79 27 28 32 731871 23737 65074
leaf_count=424123 18706 49 10604 2873 1819 31149 885 20 34 22 33 133 31 4075 278 33 359 795 34 326 2702 5537 35 79 27 28 32 731871 23737 65074
internal_value=1.1724e-05 0.000281144 0.000465551 0.00026416 0.00123875 0.000378142 0.0032607 0.0100748 0.0162058 0.0255462 0.00633672 0.000311716 0.00144916 0.00134252 0.00514712 0.00313367 -0.000544583 0.000185615 0.00088539 0.00112811 0.00242894 0.000522643 0.00463633 0.0121669 0.00214687 0.0217904 0.014092 -5.74194e-06 7.62266e-05 0.000427255
internal_weight=1.3255e+06 80698 61992 49177 12815 46304 1043 158 109 56 53 45261 4517 4486 411 2211 392 40744 9595 8800 2795 6005 468 142 2729 63 66 1.2448e+06 512934 88811
internal_count=1325503 80698 61992 49177 12815 46304 1043 158 109 56 53 45261 4517 4486 411 2211 392 40744 9595 8800 2795 6005 468 142 2729 63 66 1244805 512934 88811
cat_boundaries=0 1 2
cat_threshold=4674 6288
is_linear=0
shrinkage=0.05


Tree=167
num_leaves=31
num_cat=2
split_feature=36 60 99 97 68 1 34 124 30 117 54 57 136 28 55 85 12 92 122 32 115 97 60 55 61 26 10 63 3 136
split_gain=2.36989 3.47082 2.95193 2.57945 2.28153 3.32737 3.58901 3.80809 4.48188 3.3799 3.39891 4.40513 3.25291 4.96627 3.65864 3.28737 3.34667 3.15407 4.00532 3.15006 3.08939 5.16665 3.26841 3.07757 4.31338 4.83753 3.77504 3.26485 4.30665 3.04743
threshold=6.9500000476837167 0.34667152166366583 -0.9808295965194701 -0.92482143640518177 319.24395751953131 285.50000000000006 11.84999990463257 0.98321744799613964 1019.0499877929689 0.98321744799613964 1.075000047683716 265.97019958496099 0 1021.0499877929689 0.81499999761581432 0.82952588796615612 3.0349999666213994 -0.71703550219535817 -0.60873827338218678 14.650000095367433 -0.66259482502937306 -0.59398919343948353 0.24610844254493716 0.78499999642372142 0.23110350221395495 328.50000000000006 9.5500001907348651 0.73106247186660778 353.50000000000006 1
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 1
left_child=1 2 -1 -3 -2 12 17 9 20 29 11 -11 13 14 19 -16 -17 18 -7 -6 21 22 -9 24 25 -22 -26 -25 -29 -8
right_child=4 3 -4 -5 5 6 7 8 -10 10 -12 -13 -14 -15 15 16 -18 -19 -20 -21 23 -23 -24 27 26 -27 -28 28 -30 -31
leaf_value=0.017036764533258975 -1.6555252021272928e-06 0.024693450445309281 -0.0036186374994941154 0.0069999098133009217 0.0086263246353595491 0.0071886091056421438 -0.0032459640155092177 0.017309299930585203 0.0073476525217929869 0.002313667934813953 0.00032056200802269068 0.017353474522138587 -0.00040519448621290029 -0.0052393521700252804 -0.0021302107280024322 0.0066454341782791115 -0.0058120991088083532 -0.0004117391609566549 0.00039299577453099412 0.03144684432074428 0.034625687790103256 0.014802508784160982 -0.0015596088922880834 -0.001426896766759958 -0.0036140875838557504 0.0078930166960609234 0.0063290675020722959 0.0017795835343171276 0.028683235474108233 0.00086237860336334921
leaf_weight=20 1283656 25 128 117 62 319 457 27 478 94 163 101 14276 169 216 464 61 8121 677 20 20 116 153 926 187 110 195 51 21 14073
leaf_count=20 1283656 25 128 117 62 319 457 27 478 94 163 101 14276 169 216 464 61 8121 677 20 20 116 153 926 187 110 195 51 21 14073
internal_value=1.11377e-05 0.0045306 -0.000827367 0.010115 1.01487e-05 0.000374771 0.00071573 0.00114141 0.00304242 0.000849775 0.00564927 0.0101035 -0.000212305 0.00254205 0.00417082 0.00306183 0.00519799 -8.60491e-05 0.0025695 0.0141923 0.00190294 0.00657372 0.00127073 0.000987338 0.00413883 0.0120057 0.00146161 -0.000629459 0.00962648 0.000731522
internal_weight=1.3255e+06 290 148 142 1.32521e+06 41557 26289 17172 2284 14888 358 195 15268 992 823 741 525 9117 996 82 1806 296 180 1510 512 130 382 998 72 14530
internal_count=1325503 290 148 142 1325213 41557 26289 17172 2284 14888 358 195 15268 992 823 741 525 9117 996 82 1806 296 180 1510 512 130 382 998 72 14530
cat_boundaries=0 1 2
cat_threshold=544 6148
is_linear=0
shrinkage=0.05


Tree=168
num_leaves=31
num_cat=1
split_feature=56 52 9 102 41 61 52 113 88 90 90 71 92 83 84 56 32 28 40 79 76 22 54 1 120 67 5 9 136 84
split_gain=2.20923 3.93841 4.06813 3.49503 3.30629 3.28353 3.16773 2.89952 2.8147 3.0025 5.14249 2.99687 3.84209 3.09025 3.53788 3.36536 3.1281 2.99667 4.64635 3.21551 3.64083 4.87286 2.77901 2.69739 3.47067 3.83095 2.67493 2.6749 2.5905 2.58655
threshold=304.89826965332037 1.3049999475479128 2.0499999523162846 -0.74216195940971363 14.150000095367433 0.44393381476402288 3.1650000810623173 0.061046212911605842 -0.26464137434959406 -0.94569724798202504 -0.70906594395637501 321.49378967285162 0.57773646712303173 310.84573364257818 0.80989027023315441 312.80029296875006 11.050000190734865 1017.0499877929689 2.2500000000000004 19.314999580383304 20.404999732971195 5.7249999046325692 0.10500000044703485 346.50000000000006 -0.67556449770927418 1.0349999666213991 9.5500001907348651 16.050000190734867 0 0.84399697184562694
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 -2 5 28 7 -7 11 -10 23 -4 -13 -14 15 -15 27 19 26 -18 21 -21 -22 24 25 -11 -19 -16 -3 -24
right_child=1 4 8 -5 -6 6 -8 -9 9 10 -12 12 13 14 16 -17 17 18 -20 20 22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.8556400255488351e-06 0.019520767113944102 -0.0057472486170327183 0.00078509944954327667 0.003644507575255973 0.0089910472066341233 0.0017999843174048191 0.00020915671588120802 0.01826748058061909 -0.0060400980494626499 0.028709066092967989 -0.002428169633215539 0.024596022405395553 -0.0064812831359449784 0.028039319991456493 -0.0035268514254130426 0.0073006700500374347 -0.0036649319379947671 0.0023886752102578825 0.028945861489046366 0.0020744152087718249 0.014823242035977867 0.030572530459612609 -0.010386536370676297 0.016042843699811939 0.00031781964570331243 0.0039880774493905756 0.017784519128476044 0.010711456254571922 -0.00044461194111527591 0.0031788398991142151
leaf_weight=1244805 36 224 7360 935 105 2680 51161 27 265 25 759 21 80 26 250 79 146 102 28 30 46 30 39 47 236 42 39 38 15487 355
leaf_count=1244805 36 224 7360 935 105 2680 51161 27 265 25 759 21 80 26 250 79 146 102 28 30 46 30 39 47 236 42 39 38 15487 355
internal_value=1.05798e-05 0.000264104 0.00114271 0.00423312 0.000125235 0.000111856 0.000297354 0.00196423 0.000843913 -0.00125863 -0.000116083 0.00117716 0.00338155 0.00303566 0.00366592 0.012436 0.00283106 0.00441391 0.0103416 0.00286317 0.00476938 0.0163235 0.00319382 0.00489784 0.00316908 0.0132123 0.0066471 -0.00164819 -0.000524156 0.00183607
internal_weight=1.3255e+06 80698 11014 971 69684 69579 53868 2707 10043 1374 1109 8669 1309 1288 1208 105 1103 815 169 646 500 60 440 350 303 67 141 288 15711 394
internal_count=1325503 80698 11014 971 69684 69579 53868 2707 10043 1374 1109 8669 1309 1288 1208 105 1103 815 169 646 500 60 440 350 303 67 141 288 15711 394
cat_boundaries=0 1
cat_threshold=2048
is_linear=0
shrinkage=0.05


Tree=169
num_leaves=31
num_cat=0
split_feature=134 52 71 52 29 105 111 43 123 15 110 35 58 41 64 29 75 95 1 8 55 5 98 127 54 10 64 105 98 20
split_gain=2.16843 2.85441 2.24722 4.74134 5.98624 5.2419 4.63855 4.54295 4.05846 4.09853 3.8822 3.67045 4.02601 3.55417 3.51243 3.49494 3.51018 3.36802 3.31206 3.22093 3.47606 3.34023 3.52413 3.21205 3.1533 3.13164 5.58369 3.5392 3.22149 3.69436
threshold=1022.6499938964845 6.2750000953674325 314.14320373535162 0.58499997854232799 1016.4500122070314 0.075650386512279524 0.85128143429756176 10.750000000000002 -0.68832838535308827 2.0249999761581425 0.61238083243370067 12.84999990463257 328.66815185546881 11.949999809265138 1.235000014305115 1012.8500061035157 0.39087922871112829 -0.91174259781837452 353.50000000000006 15.449999809265138 5.3550000190734872 15.550000190734865 -0.43147970736026758 0.99353402853012096 10.135000228881838 16.150000572204593 0.95499998331069957 -0.40154403448104853 -0.8486269712448119 5.0350000858306894
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 8 7 17 11 -10 18 12 -4 25 -12 24 -17 -5 -9 -8 21 -21 -23 -18 -11 28 -27 -28 -6 -30
right_child=1 -3 3 6 13 -7 19 10 9 15 14 -13 -14 -15 -16 16 23 -19 -20 20 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-2.5175989966630481e-06 -0.004199264498699294 -0.00055025882988758365 -0.0017182819379910918 0.0014203191389184962 0.0077583199629158613 0.021275026376048726 -0.00078887207486948011 -0.0015468153843661034 -0.0025090988041494367 -0.0015043849917806161 0.016412843813133592 0.0071936514380874367 0.020470187017186125 0.021453881325821083 0.0045061966086092503 0.018377167271340596 0.0012055627326732704 0.00015727919743055939 0.018845738523772786 0.0027394288625244715 -0.00099920361551182786 0.0050100171118087717 0.023844365579098827 0.0082157446383597701 0.012421788533018637 -0.0013443609110402818 0.0036432928405702118 0.029010422268501396 -0.0044030330945574441 0.0028267659225657453
leaf_weight=1247734 656 2928 289 6015 294 30 15120 384 1377 1263 68 376 22 27 695 34 1249 43085 21 609 605 63 41 188 42 49 20 44 194 1981
leaf_count=1247734 656 2928 289 6015 294 30 15120 384 1377 1263 68 376 22 27 695 34 1249 43085 21 609 605 63 41 188 42 49 20 44 194 1981
internal_value=1.00485e-05 -0.00121816 1.33784e-05 0.000280737 0.00147451 0.000439138 0.000146892 0.00038532 0.00030999 -0.000278888 0.00346718 0.00386983 -0.00014868 0.00340716 0.00556734 0.000827381 0.00249839 0.000312008 -0.000489424 -0.00058223 0.00178835 0.00415366 0.0124351 0.00212269 -0.00105619 0.00321845 0.011358 0.0210832 0.00284592 0.0021819
internal_weight=1.3255e+06 3584 1.32192e+06 74185 7479 4870 66706 50268 4840 4153 1168 687 311 2609 763 2776 1471 49100 405 16438 1318 713 104 1437 1305 2582 113 64 2469 2175
internal_count=1325503 3584 1321919 74185 7479 4870 66706 50268 4840 4153 1168 687 311 2609 763 2776 1471 49100 405 16438 1318 713 104 1437 1305 2582 113 64 2469 2175
is_linear=0
shrinkage=0.05


Tree=170
num_leaves=31
num_cat=2
split_feature=89 112 97 24 80 87 105 136 88 120 102 123 34 120 99 14 53 13 92 7 59 122 22 32 123 84 89 61 136 13
split_gain=2.30402 2.94976 3.23793 3.26772 3.02689 2.85252 2.83448 2.71656 3.68794 3.17841 3.25999 2.75372 4.88176 2.72418 4.18863 3.2854 3.11136 2.72449 2.47731 3.94144 2.62178 2.76306 2.4439 2.70248 3.70635 2.36403 2.35376 10.5973 5.1375 3.35226
threshold=0.78353676199913036 0.9238443672657014 -0.38103245198726649 345.50000000000006 342.37731933593756 0.74022597074508678 -0.25787812471389765 0 0.65192922949790966 -0.63605400919914235 0.49669386446475988 0.061046212911605842 12.949999809265138 -0.99687939882278431 -0.97131609916687001 1.2649999856948855 0.034999999217689044 1.1349999904632571 0.90787670016288768 7.4500000476837167 276.06979370117193 0.8038262426853181 6.9649999141693124 7.2500000000000009 -0.59480014443397511 0.90525010228157055 0.12824647873640063 0.43546389043331152 1 0.56499999761581432
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 1 2
left_child=26 2 3 4 5 -2 -6 13 9 -9 -11 -12 -13 14 -7 17 -17 -15 20 -20 21 -4 23 24 -18 -25 -1 28 29 -28
right_child=1 -3 18 -5 6 7 -8 8 -10 10 11 12 -14 15 -16 16 22 -19 19 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-9.3412393256756958e-06 -0.0049215810049317299 -0.013534126343562249 0.0046933878669214541 -0.01142458115122281 0.025635874024737861 -0.0044171729036385108 0.00099061247560062581 -0.0053826383769098032 -0.011924529973960792 0.0022658519748789212 -0.0042995175951773493 -0.0036417800115375988 0.025138329714536667 -0.0014096934147973491 0.025606130310692466 0.017145360658566158 0.00029759059349695842 -0.0098596837842927845 0.021941556437657432 -0.0019438978119362749 -0.0056300267773010185 -0.0077395857658748533 -0.0041916482303882155 0.0018208800567601669 0.029060587477648545 -0.0069585423524741357 -0.0073289329004018831 0.0024563234181848607 -0.0011610308578200508 0.00065465125408347043
leaf_weight=1296138 499 47 361 80 20 21 28 452 96 566 512 41 23 425 26 30 24 123 39 31 107 51 205 1181 21 82 133 5331 6838 11556
leaf_count=1296138 499 47 361 80 20 21 28 452 96 566 512 41 23 425 26 30 24 123 39 31 107 51 205 1181 21 82 133 5331 6838 11556
internal_value=-4.37729e-06 -0.00106601 -0.000949836 -0.00141046 -0.00122735 -0.00136587 0.0112595 -0.00090236 -0.00239278 -0.00183373 -0.000429082 -0.00307723 0.00670107 0.000285607 0.0121915 1.93618e-05 0.00120048 -0.00330632 0.0025342 0.0113637 0.00134332 0.00315435 0.000884326 0.00167987 0.0137203 0.00125088 -2.82738e-07 0.00049184 -7.34246e-05 0.00056333
internal_weight=1.32509e+06 5091 5044 4455 4375 4327 48 3828 1690 1594 1142 576 64 2138 47 2091 1543 548 589 70 519 412 1513 1308 45 1263 1.32e+06 23858 18527 11689
internal_count=1325087 5091 5044 4455 4375 4327 48 3828 1690 1594 1142 576 64 2138 47 2091 1543 548 589 70 519 412 1513 1308 45 1263 1319996 23858 18527 11689
cat_boundaries=0 1 2
cat_threshold=2498 739
is_linear=0
shrinkage=0.05


Tree=171
num_leaves=31
num_cat=1
split_feature=89 115 97 122 24 80 112 87 21 53 66 92 83 65 22 76 93 117 72 96 91 20 120 136 41 120 93 91 14 15
split_gain=2.07938 2.80438 2.56998 3.09538 2.97238 2.95011 2.76289 2.45674 2.64143 2.65712 2.93807 2.68101 2.46268 2.45227 2.94 2.30671 2.43039 2.2861 2.27136 3.24018 3.37994 2.80795 2.93929 2.73653 3.06414 2.77232 4.26549 2.7206 2.53121 6.62785
threshold=0.78353676199913036 0.8038262426853181 -0.38103245198726649 0.8140845298767091 345.50000000000006 342.37731933593756 0.14780378341674807 0.74561318755149852 6.6649999618530282 3.0649999380111699 0.95499998331069957 -0.98308491706848133 259.19137573242193 0.25499999523162847 5.1949999332427987 36.514999389648445 0.52623257040977489 -0.0087262028828264185 0.52586430311203014 -0.92460253834724415 -0.98369175195693959 6.3750000000000009 -0.67556449770927418 0 12.250000000000002 -0.71322327852249134 0.15387513488531115 -0.57570236921310414 1.4049999713897707 1.0049999952316286
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 4 6 5 7 15 -2 9 11 -11 12 -9 14 17 16 -4 -13 -15 20 -20 22 -22 25 -25 26 -21 28 29 -24
right_child=1 -3 3 -5 -6 -7 -8 8 -10 10 -12 13 -14 18 -16 -17 -18 -19 19 23 21 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.6904013584833901e-07 -0.0044447562486393715 -0.012241894883721795 0.0024357576884211454 -0.0080061583271758118 -0.010853352022240871 0.011331532875749659 0.01491657974353681 0.010845690211281182 -0.0035505361958519384 -0.01017265117594174 0.0050037104512881334 0.0043178126146714837 -0.007519827780378404 -0.0024595555756844983 -0.0089903847686946398 -0.0081854023049248662 0.016966813306264098 0.022567974356934431 -0.006497415556805209 0.0011181395523072709 -0.0020912246463089205 0.017580516193993392 0.0026091689465101812 -0.0045751085443916303 0.014543707643381573 -9.5011178854534646e-05 0.022328741936699342 0.0013338761040713729 0.0075645345209964694 0.042827457091992815
leaf_weight=1319996 532 55 401 66 80 47 48 20 716 35 359 37 209 947 20 47 31 32 60 63 107 48 20 442 22 436 38 82 70 21
leaf_count=1319996 532 55 401 66 80 47 48 20 716 35 359 37 209 947 20 47 31 32 60 63 107 48 20 442 22 436 38 82 70 21
internal_value=-4.15886e-06 -0.00101271 -0.000890076 0.00220166 -0.00130272 -0.0011276 0.00348006 -0.00126328 -0.000815991 -0.000177812 0.00365556 -0.000742638 -0.00591585 -0.000258112 0.00788906 0.00233402 0.0034785 0.0127817 -0.000565879 0.000706876 0.00446253 0.00635218 0.00455565 -0.000823902 -0.00359122 0.00160422 0.00909837 0.0082407 0.013343 0.0232088
internal_weight=1.32509e+06 5091 5036 593 4443 4363 527 4316 3784 3068 394 2674 229 2445 89 479 432 69 2356 1409 408 348 300 1001 464 537 101 193 111 41
internal_count=1325087 5091 5036 593 4443 4363 527 4316 3784 3068 394 2674 229 2445 89 479 432 69 2356 1409 408 348 300 1001 464 537 101 193 111 41
cat_boundaries=0 1
cat_threshold=2530
is_linear=0
shrinkage=0.05


Tree=172
num_leaves=31
num_cat=0
split_feature=27 31 16 84 61 89 19 19 112 55 118 32 52 5 31 67 53 97 30 71 35 127 78 42 66 13 79 123 94 77
split_gain=1.9063 2.35627 3.94211 2.33992 2.04422 1.90075 2.56696 2.78029 3.41693 2.96768 3.29274 5.02978 3.7152 2.98345 2.6813 4.94559 5.94627 3.46612 2.99047 2.85965 3.03544 2.82607 4.08438 3.69534 3.23529 2.79058 2.57859 3.11915 3.53304 2.57588
threshold=359.50000000000006 1016.7500000000001 8.0099999904632586 0.86185091733932506 0.30114465951919561 0.78353676199913036 4.8800001144409189 9.5450000762939471 -0.99992385506629933 1.9950000047683718 -0.43049471080303187 13.750000000000002 1.0649999976158144 10.250000000000002 1016.7500000000001 1.9750000238418581 0.69499999284744274 -0.21560110151767728 1016.7500000000001 230.96580505371097 12.550000190734865 0.078456107527017607 6.5650000572204599 13.150000095367433 0.15500000119209292 1.5950000286102297 33.545000076293952 -0.67556449770927418 -0.54469642043113697 14.465000152587892
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 -2 -3 -4 -1 -7 8 -8 10 11 -10 -13 -11 21 17 18 19 -17 20 -16 24 -23 26 -12 -20 29 -28 -29 -24
right_child=1 3 4 -5 -6 6 7 -9 9 13 14 12 -14 -15 15 16 -18 -19 25 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-1.0252456492053611e-06 0.023023967838121787 0.0060870334671702811 0.015286313162909616 -0.0092220254983355222 -0.00094160537464895117 -0.0091997424377158517 0.020170696203907334 -0.0023890769286077718 -0.0051211917635685372 0.0042289174030979903 0.018466680605585376 0.027431724965572359 0.00096880969192300517 -0.0035824048910619087 -0.0056699978268664819 0.027272637172912558 -0.00035204191950874197 0.010858559883313209 0.018406274646301481 -0.0066095556846645868 0.02030837881294164 -0.011308735192722429 -0.0006735661677944796 0.014083039289107547 -0.000302167902623725 0.0028846998504404703 -0.01153661442299684 0.02409998043237821 0.0022370094567180634 -0.0067023850672836343
leaf_weight=1319765 36 52 27 48 69 93 21 1798 42 608 24 36 21 153 23 30 180 41 51 263 22 158 287 32 530 67 30 23 94 463
leaf_count=1319765 36 52 27 48 69 93 21 1798 42 608 24 36 21 153 23 30 180 41 51 263 22 158 287 32 530 67 30 23 94 463
internal_value=-3.95092e-06 0.00452798 0.00891381 -0.00126131 0.0036225 -4.74452e-06 -0.0009691 -0.000815919 6.8276e-05 -6.45594e-05 -0.000921905 0.00800805 0.0176822 0.00265844 -0.0013033 0.00134427 0.00575246 -0.00279868 0.0131769 -0.00461668 0.00703054 -0.00239556 -0.00387687 -0.0026129 0.000510923 0.00959318 -0.00320851 0.0028468 0.00653486 -0.00439536
internal_weight=1.32509e+06 232 132 100 96 1.32486e+06 5090 4997 3199 3178 2417 99 57 761 2318 677 328 349 148 308 45 1641 1087 929 554 118 897 147 117 750
internal_count=1325087 232 132 100 96 1324855 5090 4997 3199 3178 2417 99 57 761 2318 677 328 349 148 308 45 1641 1087 929 554 118 897 147 117 750
is_linear=0
shrinkage=0.05


Tree=173
num_leaves=31
num_cat=2
split_feature=7 98 136 3 14 37 53 54 66 89 37 87 66 33 124 10 76 52 39 106 136 70 52 123 114 61 98 4 99 75
split_gain=2.01087 3.18124 3.30965 3.30712 12.1919 3.42597 2.89176 2.85252 3.32191 2.9457 2.72978 2.53478 2.49622 2.48156 3.81025 2.95648 2.38389 8.09641 6.45179 6.97668 5.44614 4.63228 4.44643 4.44591 4.2683 4.50819 4.13284 3.84238 3.70944 3.56499
threshold=4.3500001430511483 -0.96797451376914967 0 1.0000000180025095e-35 3.2350000143051152 13.34999990463257 0.2650000005960465 0.9350000023841859 0.7150000035762788 -0.65608158707618702 6.9500000476837167 0.84245347976684581 2.7949999570846562 17.550000190734867 0.62249094247818004 5.5499999523162851 6.3750000000000009 0.30500000715255743 14.250000000000002 -0.75974172353744496 1 325.97679138183599 1.8149999976158144 -0.30069434642791742 -0.50751903653144825 0.2830908745527268 -0.80072879791259755 5.6499998569488534 -0.72010934352874745 0.84309181571006786
decision_type=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 2 2 2
left_child=16 2 3 4 5 6 -2 -5 -9 -10 -4 -8 -11 -12 -15 -16 29 21 -19 20 -20 -18 -21 -24 25 -23 28 -28 -22 -1
right_child=1 -3 10 7 -6 -7 11 8 9 12 13 -13 -14 14 15 -17 17 18 19 22 26 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=4.6643669965548507e-05 -0.0092294255478514563 -2.0608809407937704e-05 0.015194694421671588 -0.0030967081707621411 0.040728194583207367 -0.0040462293290163464 -0.00061282087445713727 0.0038565325488073457 -0.00057177471275391453 -0.0007036000448682714 -9.4083416791230869e-05 0.0060705909497756833 -0.0029359682999491837 -0.00017941400842096125 0.00031214263906822272 -0.0068291405703873355 0.001891262500551404 -8.6364855361684533e-05 -0.00047716212638968165 -0.0025240245327279543 0.00083599755351998278 0.027684161270037297 0.0019149115849959883 -0.00043094216016482836 0.0030411956568346605 0.0056044413988359364 0.0031414060444831106 -0.00028044081844984058 0.0035120328000588855 -0.00052918164795087122
leaf_weight=448950 45 630548 29 1416 20 228 211 379 18672 2276 61160 433 2784 1171 202 513 4939 80823 4460 1869 16401 50 2620 8816 114 43 4934 984 1406 28591
leaf_count=448950 45 630548 29 1416 20 228 211 379 18672 2276 61160 433 2784 1171 202 513 4939 80823 4460 1869 16401 50 2620 8816 114 43 4934 984 1406 28591
internal_value=-3.75337e-06 -6.02113e-05 -0.000339099 -0.00080829 0.00210882 0.00126652 0.00302458 -0.000915682 -0.000787594 -0.000861761 -0.000142092 0.00388084 -0.00193184 -0.000149169 -0.00193552 -0.0048116 6.34444e-05 0.000255557 0.000173818 0.000680656 0.00112613 0.00219838 -0.000263023 0.000106495 0.00952606 0.0174753 0.00142713 0.00257245 0.00104729 1.21683e-05
internal_weight=1.32509e+06 720087 89539 26464 937 917 689 25527 24111 23732 63075 644 5060 63046 1886 715 605000 127459 122313 41490 28185 5146 13305 11436 207 93 23725 5918 17807 477541
internal_count=1325087 720087 89539 26464 937 917 689 25527 24111 23732 63075 644 5060 63046 1886 715 605000 127459 122313 41490 28185 5146 13305 11436 207 93 23725 5918 17807 477541
cat_boundaries=0 1 2
cat_threshold=5186 6336
is_linear=0
shrinkage=0.05


Tree=174
num_leaves=31
num_cat=0
split_feature=24 92 67 20 36 106 55 29 57 61 68 37 79 93 34 115 118 53 88 7 96 27 113 65 18 26 91 92 8 19
split_gain=1.83077 3.93151 4.32582 4.59525 3.6605 4.39048 3.14437 3.02629 3.16986 3.46862 2.85707 2.75795 2.68648 2.63073 2.54985 2.57849 3.94074 2.80127 2.80961 4.18526 2.77715 2.49338 2.48976 2.58703 2.44345 2.83099 3.17102 2.38028 9.92451 7.77868
threshold=171.50000000000003 -0.73554793000221241 4.2950000762939462 5.7550001144409189 11.34999990463257 0.079420104622840895 3.495000004768372 1020.7500000000001 69.105731964111342 0.26462988555431372 288.46772766113287 21.550000190734867 1.6150000095367434 -0.9997444450855254 12.050000190734865 0.50751903653144848 -0.66259482502937306 1.0349999666213991 0.042868120595812804 1.7500000000000002 -0.26005309820175165 359.50000000000006 0.23343648016452792 0.72500002384185802 9.5450000762939471 192.50000000000003 -0.94567197561264027 -0.61181876063346852 13.34999990463257 9.5450000762939471
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 5 -1 10 8 9 -6 11 -5 -10 -3 -14 17 -17 18 19 -16 -21 27 23 -19 -25 26 -26 28 29 -2
right_child=21 13 3 6 7 -7 -8 -9 12 -11 -12 -13 14 -15 15 16 -18 22 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0047610745863258678 0.00025984710224876637 0.013341167219285225 -0.005839194348784253 -0.0068960546678706151 0.0058966552888267436 0.023380346177713719 0.0014133391518764079 -0.0046749776939593131 -0.00035210593140004484 0.027281617761954022 0.0060745742155372037 0.010727238034208615 -0.0025341639093556037 -2.8877067081956876e-06 0.022166217313635918 0.0043059420903731414 0.02102163558137482 0.0058658759781371455 -0.0095348692925957337 -0.006366169992543292 0.01223300902101283 0.0055838994640866786 0.0052982104083967585 0.0044868465357162006 0.020061896055936813 -0.001153410972767977 0.0020620173759626874 1.4883255195469568e-05 -0.0021245952666816299 -0.00039460529624304509
leaf_weight=139 80428 37 351 296 108 41 1513 177 1170 23 63 24 254 21079 21 151 46 391 96 88 26 199 732 554 25 1022 1150 1104301 6320 104262
leaf_count=139 80428 37 351 296 108 41 1513 177 1170 23 63 24 254 21079 21 151 46 391 96 88 26 199 732 554 25 1022 1150 1104301 6320 104262
internal_value=-3.56589e-06 0.000385397 0.00129608 -0.000584003 0.00197593 0.00900213 0.000388872 0.00176633 0.00196098 0.00965127 -0.00365817 -0.00557431 0.00178505 2.04941e-05 0.00233388 0.0026213 0.0082091 0.00235314 -0.00299576 0.00165427 -0.00212425 -1.24461e-05 0.00267208 0.00206026 0.00151937 0.000771088 0.00244499 -1.33058e-05 -0.000176278 -0.000109607
internal_weight=1.32509e+06 29577 8461 2247 6214 180 1896 6034 5857 131 383 320 5726 21116 4556 4302 197 4105 231 135 114 1.29551e+06 3874 3142 2751 2197 1175 1.29531e+06 191010 184690
internal_count=1325087 29577 8461 2247 6214 180 1896 6034 5857 131 383 320 5726 21116 4556 4302 197 4105 231 135 114 1295510 3874 3142 2751 2197 1175 1295311 191010 184690
is_linear=0
shrinkage=0.05


Tree=175
num_leaves=31
num_cat=1
split_feature=86 60 89 64 70 64 22 123 122 82 71 136 93 38 8 28 68 2 118 36 132 106 21 122 8 7 4 2 28 67
split_gain=2.04745 2.92919 2.38349 2.20327 2.06509 2.21821 1.98575 2.22808 1.9281 4.43707 3.80011 3.83508 3.14924 7.57155 6.50192 6.10263 6.12137 5.07304 5.6709 5.76647 5.4563 5.30204 8.20628 5.27573 5.84631 5.47576 5.05894 4.38289 4.32507 4.23012
threshold=0.92030453681945812 0.26826338469982153 -0.45119549334049219 17.804999351501468 175.23878479003909 8.9449996948242205 6.3450000286102304 -0.99353402853012074 -0.63605400919914235 341.99523925781256 312.87380981445318 0 -0.67404952645301808 19.349999427795414 7.8500001430511483 1020.1499938964845 337.21759033203131 333.50000000000006 0.53727915883064281 11.84999990463257 1017.0499877929689 0.17227898538112643 5.5850000381469735 0.11319890245795251 14.84999990463257 5.8500001430511483 5.3500001430511483 148.50000000000003 1021.1499938964845 1.1150000095367434
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=8 2 6 -4 5 -3 7 -2 9 10 -1 -12 13 15 28 17 -17 18 19 21 23 -10 -23 24 29 -25 27 -21 -15 -20
right_child=1 4 3 -5 -6 -7 -8 -9 12 -11 11 -13 -14 14 -16 16 -18 -19 20 26 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=4.5464902518443366e-05 -0.012568920030025766 -0.00014172252868452381 -0.0067599239615072889 0.0098327221748019979 -0.0004794131257952447 0.019461302107406986 -0.0064887494049431331 0.0010546223399534004 0.00062260413338910024 -0.0056137751738008649 0.001849739842118434 0.00032242291744507146 -1.5949543873644081e-05 0.0018452727070921477 -0.005823487430982488 -0.0020002031720241331 0.016927376573602129 -0.0011852553326881152 0.0025962728428531503 -0.00088584024600696614 -0.0038266710774124118 0.02349236571803116 -0.00023110591685848245 -0.00032041445748980975 -0.0038815650297500033 -0.0046672227028070386 -0.0016119308155079011 0.00033233067422224546 0.025142470318824051 0.00060106842974303495
leaf_weight=465220 32 31 423 21 9557 27 141 483 6850 343 5625 15242 718372 5086 285 6485 43 13850 2967 18024 777 65 83 5846 680 827 11638 12508 20 25389
leaf_count=465220 32 31 423 21 9557 27 141 483 6850 343 5625 15242 718372 5086 285 6485 43 13850 2967 18024 777 65 83 5846 680 827 11638 12508 20 25389
internal_value=-1.35818e-05 -0.000701949 -0.00314609 -0.00597514 -0.000422329 0.00898382 -0.00123131 0.000208111 -7.97799e-06 7.10617e-05 7.50731e-05 0.000735174 -5.43114e-05 -0.00030164 0.00152629 -0.000394578 -0.00187553 -0.000297419 -0.000153859 -0.000504324 0.000318422 0.000824901 0.010188 0.000408616 0.000699966 -0.000859124 -0.000724905 -0.000386794 0.00193653 0.000809835
internal_weight=1.32694e+06 10715 1100 444 9615 58 656 515 1.31622e+06 486430 486087 20867 829795 111423 5391 106032 6528 99504 85654 49168 36486 6998 148 35709 29036 6673 42170 30532 5106 28356
internal_count=1326940 10715 1100 444 9615 58 656 515 1316225 486430 486087 20867 829795 111423 5391 106032 6528 99504 85654 49168 36486 6998 148 35709 29036 6673 42170 30532 5106 28356
cat_boundaries=0 1
cat_threshold=738
is_linear=0
shrinkage=0.05


Tree=176
num_leaves=31
num_cat=0
split_feature=78 68 113 90 123 27 82 8 38 20 69 88 54 68 107 1 127 63 89 53 90 56 16 115 32 112 108 6 88 88
split_gain=2.003 2.66125 3.60305 2.32313 4.7165 2.61326 2.04742 5.3543 3.36492 3.11326 3.04007 2.79462 4.85679 2.41254 4.22584 4.87348 5.30814 6.51131 5.37235 3.20644 4.69489 3.60633 3.30824 5.08783 4.16501 3.85652 3.52969 4.93585 3.30735 3.61202
threshold=52.93499946594239 337.21759033203131 -0.11319890245795249 -0.5245850384235381 -0.76037701964378346 314.50000000000006 345.88992309570318 12.34999990463257 10.449999809265138 5.0050001144409189 293.36590576171881 0.15187502652406695 1.0000000180025095e-35 325.72602844238287 -0.52244654297828663 342.50000000000006 0.99353402853012096 0.38111661374568945 -0.87466207146644581 1.8149999976158144 -0.95959845185279835 339.84855651855474 8.7100000381469744 -0.72534674406051625 10.550000190734865 -0.62249094247817982 0.93797463178634655 13.250000000000002 -0.80865731835365284 -0.8352578580379485
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 -5 13 11 10 -10 -9 -8 -13 -1 15 -15 -17 18 -18 20 -16 -21 23 -22 -24 -26 -25 -28 29 -27
right_child=1 2 -4 4 -6 -7 7 8 9 -11 -12 12 -14 14 19 16 17 -19 -20 21 22 -23 24 26 25 28 27 -29 -30 -31
leaf_value=-1.1880292474419962e-05 -0.00063451968552613635 5.7440897721181239e-05 0.014531720451150948 0.025853793993592264 -0.004014520278432381 0.0021898252956037011 -0.0014228011213465981 0.011944601136761216 -0.012990189921110867 0.0049913921229430636 -0.0027034728213755047 0.014498233035779918 -0.008025933570612185 0.00087815299153335942 -0.0043334676177397818 0.0027169406903232193 -0.00091517577159472502 0.0034863651791287552 0.027101270907691551 -0.0018078650280724162 0.015578455646645348 0.0031418186378395704 -0.0032264543382842454 -0.0024361992594717531 -0.0073738834032645601 0.0098463800390082845 0.0013564303706710538 0.019223926243622128 0.0044915555627815908 0.031759138653675717
leaf_weight=1298763 5933 127 65 20 950 28 3899 39 25 648 386 26 301 7908 368 910 22 118 77 3446 53 412 157 812 52 180 675 41 478 21
leaf_count=1298763 5933 127 65 20 950 28 3899 39 25 648 386 26 301 7908 368 910 22 118 77 3446 53 412 157 812 52 180 675 41 478 21
internal_value=-1.29019e-05 -0.000849102 0.00495759 -0.00100996 -0.00324189 0.0120498 -8.38894e-06 -0.000986925 0.00212383 0.00432343 -0.0013593 -0.00179516 -0.00623502 -4.42564e-06 0.000611075 0.00131654 0.00439261 0.0114196 0.0208754 -0.000340955 0.000935065 -0.00127928 0.00172033 0.000348663 0.00416245 0.0057494 -0.000179596 0.00237957 0.00675442 0.0121358
internal_weight=1.32694e+06 7123 192 6931 998 48 1.31982e+06 5324 1098 673 425 4226 327 1.31449e+06 15730 9035 1127 217 99 6695 2837 3858 2469 1581 888 731 1528 716 679 201
internal_count=1326940 7123 192 6931 998 48 1319817 5324 1098 673 425 4226 327 1314493 15730 9035 1127 217 99 6695 2837 3858 2469 1581 888 731 1528 716 679 201
is_linear=0
shrinkage=0.05


Tree=177
num_leaves=31
num_cat=0
split_feature=82 32 37 61 60 124 65 39 69 110 13 28 52 115 12 3 10 58 126 83 1 60 9 107 59 5 29 82 25 9
split_gain=1.87708 4.70604 5.38084 6.66251 5.35243 5.53858 4.96495 4.10146 4.08168 3.95354 3.82712 3.5366 6.60869 4.9463 4.39463 3.71459 3.88991 4.10527 3.65755 3.3613 3.58171 3.62508 3.29231 4.39881 4.17664 3.51264 3.35066 3.34605 3.28475 3.82644
threshold=316.21452331542974 11.650000095367433 13.34999990463257 0.33690419793128973 0.43144261837005621 0.53727915883064281 4.0450000762939462 6.5499999523162851 316.79220581054693 0.98357480764389049 2.9150000810623173 1017.4500122070314 0.99500000476837169 -0.13052122294902799 1.6250000000000002 344.50000000000006 10.550000190734865 148.0319519042969 -0.76037701964378346 351.78756713867193 350.50000000000006 0.47198076546192175 9.7500000000000018 -0.90234872698783863 334.71096801757818 6.4500000476837167 1015.7500000000001 332.28582763671881 321.50000000000006 9.0500001907348651
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 6 3 9 5 -4 -2 -8 -1 11 -7 14 13 15 -3 16 17 -13 -14 20 22 -22 23 -16 28 26 27 -26 -25 -30
right_child=1 2 4 -5 -6 10 7 -9 -10 -11 -12 12 18 -15 19 -17 -18 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-5.7599179315729852e-06 -0.0015533494759253318 -0.0012992558422850683 -0.0017864047809180855 -3.6237514464066751e-05 0.00024272867576598185 -7.5752468688789279e-05 0.019186602946784762 -0.00031105254914581419 0.00070875523809713753 -0.0023529790754712719 -0.0032196214739561024 -0.0058382914355788081 0.020770050312406363 0.026573334195418286 0.026364885466173296 0.010601410288580741 -0.0023657645569643477 0.0080753771307084856 0.0011077824103931252 -0.0079041996614986603 0.0049957124494414591 0.024541544532403353 0.00062391589209321837 0.0048099319240720428 0.031645614069861334 -0.0026261220932272929 -0.00040290371165610847 0.01134842432414492 -7.9614349998601323e-05 0.0088143952156125166
leaf_weight=1189489 11110 1440 9195 18916 23404 16086 27 26010 20329 630 1030 61 24 30 20 295 182 405 1630 89 464 25 3728 805 37 35 25 45 1240 134
leaf_count=1189489 11110 1440 9195 18916 23404 16086 27 26010 20329 630 1030 61 24 30 20 295 182 405 1630 89 464 25 3728 805 37 35 25 45 1240 134
internal_value=-1.22568e-05 -0.000203386 1.26191e-05 0.000538306 -0.000307351 -0.000796654 -0.00066843 -0.000290834 6.24633e-06 0.00149635 -0.000264943 0.0017227 0.00331656 0.00658627 0.00120494 0.00595041 0.00383306 0.00625406 0.00139309 0.00174745 0.00187844 0.00599499 0.00154675 0.00301635 0.00281516 0.0111238 0.0156214 0.0205069 0.0022737 0.000787778
internal_weight=1.32694e+06 117122 79975 30260 49715 26311 37147 26037 1.20982e+06 11344 17116 10714 2627 973 8087 943 648 466 1654 6647 6558 489 6069 2341 2321 142 107 82 2179 1374
internal_count=1326940 117122 79975 30260 49715 26311 37147 26037 1209818 11344 17116 10714 2627 973 8087 943 648 466 1654 6647 6558 489 6069 2341 2321 142 107 82 2179 1374
is_linear=0
shrinkage=0.05


Tree=178
num_leaves=31
num_cat=0
split_feature=12 105 58 77 83 63 86 18 78 113 76 92 94 17 31 125 61 35 65 114 27 108 61 10 2 125 96 89 10 35
split_gain=1.84116 6.6624 4.3713 4.26206 4.0617 3.61863 2.92238 2.85396 2.93896 3.10248 3.04242 4.61511 3.10115 2.97239 3.04156 3.67467 5.82193 5.5364 2.96655 2.82824 4.07863 2.82525 2.61151 4.48939 2.75973 3.48148 2.65589 2.28484 2.4811 2.22104
threshold=0.63499999046325695 -0.94928261637687672 207.15495300292972 3.5849999189376835 257.78749084472662 0.30575460195541387 0.85520800948143016 12.50999975204468 0.67500001192092907 -0.18222858756780622 1.075000047683716 0.96664232015609752 -0.84805816411972035 6.9049999713897714 1019.9500122070314 0.43049471080303198 0.42508445680141455 13.650000095367433 0.80500000715255748 -0.99535831809043873 270.50000000000006 -0.12995876371860501 0.24576461315155032 2.5499999523162846 265.50000000000006 -0.095842104405164705 -0.9336913228034972 -0.46075509488582606 4.1499998569488534 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 -3 5 22 7 8 -4 10 12 -12 -10 -14 19 16 17 -16 -11 20 21 -15 26 -24 25 -25 -1 -6 -29 -8
right_child=-2 3 6 -5 27 -7 29 -9 9 18 11 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0018091353503140537 -4.2248423768627193e-06 2.8189158330806837e-05 -0.0037298832108037376 0.023124893307685853 -0.0036063970931906998 -0.0042268262659454379 0.0059318161751192137 -0.0020387617457431231 0.022642334288155493 0.0021460184029306025 -0.001624473613146396 0.016273087748375378 0.019954682231092685 0.0069420120457098604 0.0049831541278399531 -0.0026093918750653179 -0.0029976740169028442 0.038517933696857659 0.020305848342303021 -0.0020245104824629179 -0.0018278998776061581 0.033200240728911014 -0.013201657108341655 0.011455770761802278 0.018384262790722358 -0.015276038770874342 0.024681153209979434 -0.0060466411682499749 -0.013790422690436717 -0.0039878882586387825
leaf_weight=22 1306213 15223 262 20 648 201 60 1279 22 46 691 38 26 21 20 41 27 32 44 286 47 20 36 29 36 21 30 413 138 948
leaf_count=22 1306213 15223 262 20 648 201 60 1279 22 46 691 38 26 21 20 41 27 32 44 286 47 20 36 29 36 21 30 413 138 948
internal_value=-1.16439e-05 -0.000479195 -0.00197372 5.84938e-05 -0.00419863 0.000343034 -0.00107807 -0.000272444 0.0011195 0.00205303 0.00141778 -0.000691542 0.00425486 0.00347693 0.00260968 0.00953596 0.0158392 0.0256199 0.0110242 0.000387342 0.00822586 0.0197509 0.00562201 0.0016229 0.00782853 0.000228411 0.0150045 -0.00561909 -0.0079861 -0.00339743
internal_weight=1.32694e+06 20727 5484 15243 1574 375 3910 2902 1623 1361 1271 729 542 520 494 120 79 52 90 374 88 41 174 122 86 50 52 1199 551 1008
internal_count=1326940 20727 5484 15243 1574 375 3910 2902 1623 1361 1271 729 542 520 494 120 79 52 90 374 88 41 174 122 86 50 52 1199 551 1008
is_linear=0
shrinkage=0.05


Tree=179
num_leaves=31
num_cat=1
split_feature=86 60 57 3 89 21 73 70 64 117 122 82 87 28 52 12 73 94 5 136 62 20 89 30 39 29 16 52 58 73
split_gain=1.826 2.63126 2.94875 1.93625 1.89407 2.31254 1.89289 1.85511 1.99275 1.87885 1.72768 3.88425 3.67971 5.14829 4.20678 4.92121 5.11078 4.1414 3.80229 3.78561 4.99706 4.17543 3.5116 3.35246 3.47019 4.03837 3.2839 3.47283 3.187 3.21296
threshold=0.92030453681945812 0.26826338469982153 201.36550903320315 350.50000000000006 -0.92894530296325672 5.4649999141693124 0.5673489272594453 175.23878479003909 8.9449996948242205 0.9996192753314973 -0.63605400919914235 341.99523925781256 0.83979633450508129 1.0000000180025095e-35 0.38499999046325689 0.9650000035762788 0.41984251141548162 -0.3356426060199737 3.5499999523162846 0 0.31252223253250128 5.5750000476837167 0.044905282557010658 1013.4500122070314 9.1500000953674334 1023.8500061035157 9.5450000762939471 1.5649999976158144 160.31297302246097 0.51112094521522533
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=10 2 3 -2 6 -6 -4 8 -3 -9 11 12 -1 -14 15 16 18 -17 22 21 26 -16 -15 -22 25 -25 27 -21 29 -26
right_child=1 7 4 -5 5 -7 -8 9 -10 -11 -12 -13 13 14 19 17 -18 -19 -20 20 23 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-1.5746709471612269e-06 -0.0074216034015148029 -0.00013035055430185412 0.0053287780524798392 0.0067032964112093826 0.0067416901217256971 -0.0013893397526640067 -0.005671475805793586 -0.00041504626079684145 0.018449734986104346 -0.014422411440561216 -4.9628903344910485e-05 -0.0052498691660465245 0.018041734140729761 0.0063524841200763727 -0.0013509625563814813 0.0033102010862701725 -0.0010284612862933773 0.0010722691708816279 0.00093016103789553175 0.0006706123709209462 0.00080099629171486624 5.4902186998438134e-05 0.023112758670590428 0.003074778755372526 0.0081836771976153272 0.023000296667494157 2.6597075170986856e-05 0.0026663511649813124 -0.0001801952276743746 0.00072897607274818009
leaf_weight=376139 363 31 46 26 128 276 261 9533 27 24 829795 343 41 176 6790 2922 3569 7067 364 3763 16267 23772 38 437 226 27 3535 5181 35372 401
leaf_count=376139 363 31 46 26 128 276 261 9533 27 24 829795 343 41 176 6790 2922 3569 7067 364 3763 16267 23772 38 437 226 27 3535 5181 35372 401
internal_value=-1.10617e-05 -0.000661137 -0.00297764 -0.00647752 -0.0010628 0.00118683 -0.00402323 -0.000396118 0.008519 -0.000450222 -5.76968e-06 6.90492e-05 7.28025e-05 0.000327251 0.000320643 0.00112581 -0.000322083 0.00172691 0.00403962 0.000201799 0.00041697 -0.000257356 0.00932861 0.000204105 -6.21822e-05 0.00423424 0.00131676 0.00182669 -0.00011756 0.003416
internal_weight=1.32694e+06 10715 1100 389 711 404 307 9615 58 9557 1.31622e+06 486430 486087 109948 109907 14136 4147 9989 578 95771 65209 30562 214 52730 36463 464 12479 8944 35999 627
internal_count=1326940 10715 1100 389 711 404 307 9615 58 9557 1316225 486430 486087 109948 109907 14136 4147 9989 578 95771 65209 30562 214 52730 36463 464 12479 8944 35999 627
cat_boundaries=0 1
cat_threshold=7296
is_linear=0
shrinkage=0.05


Tree=180
num_leaves=31
num_cat=1
split_feature=89 19 88 35 40 71 4 2 69 85 61 67 3 88 123 61 7 136 73 13 56 19 93 59 16 106 33 77 52 39
split_gain=2.2183 3.28824 2.73232 3.01785 2.5317 4.50406 3.12778 2.3484 2.29271 2.51617 2.23376 2.22652 2.95275 2.17253 2.88321 2.50642 2.12796 2.93486 3.66177 6.34895 5.47761 4.41195 3.84156 3.88251 3.5325 3.25138 3.20037 2.68239 6.77438 6.40309
threshold=0.78353676199913036 9.5450000762939471 0.44045776128768926 11.150000095367433 12.550000190734865 258.94020080566412 3.4500000476837163 305.50000000000006 183.08970642089847 0.62693142890930187 0.26098132133483892 3.054999947547913 320.50000000000006 0.79232388734817516 -0.67556449770927418 0.47632919251918798 4.3500001430511483 0 0.49103194475173956 1.3550000190734866 111.71417617797853 11.775000095367433 -0.35482648015022272 70.695003509521499 13.344999790191652 -0.9978078007698058 17.550000190734867 4.9349999427795419 0.38499999046325689 16.650000572204593
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=16 2 4 7 8 -6 -7 -4 -2 -10 11 -5 -13 15 -15 -3 27 -18 -19 21 22 25 -21 -24 26 -20 -23 -1 -29 -30
right_child=1 13 3 10 5 6 -8 -9 9 -11 -12 12 -14 14 -16 -17 17 18 19 20 -22 24 23 -25 -26 -27 -28 28 29 -31
leaf_value=1.1089456106375697e-05 0.0073796265824128265 -0.0025938753966394741 -0.003955334825441241 -0.0062708434097620905 -0.00085651177024945267 0.03000921935666926 0.0077328885300084948 0.019717730768024924 -0.017889973535202445 -8.9237578331442401e-05 -0.0098584929838108973 0.015738198873313035 -0.0061878569025014133 0.0068102534499485043 -0.014526189536493468 0.012762809522380984 8.8102786682292135e-05 1.4727068653985474e-05 0.00061718906417460582 0.00035845310673486504 -0.00012374971011684606 0.0011056414647440608 -0.0057635849871083486 -0.0017710932034176849 -0.0010346565880567714 -0.001633523394688966 -0.0045182101278084469 0.0015476821562990959 5.7125818506047505e-05 0.0011218524983579567
leaf_weight=442249 103 1670 20 98 86 26 40 22 20 2682 166 34 28 20 76 27 243859 235038 1774 1691 203849 4815 735 3550 5302 16804 267 9461 135082 15769
leaf_count=442249 103 1670 20 98 86 26 40 22 20 2682 166 34 28 20 76 27 243859 235038 1774 1691 203849 4815 735 3550 5302 16804 267 9461 135082 15769
internal_value=1.30033e-06 -0.00103764 -0.000106968 -0.00416992 0.000398668 0.00668352 0.0165084 0.00844484 5.80987e-05 -0.000220997 -0.00579513 -0.0015794 0.00583611 -0.0027635 -0.0100811 -0.00234954 5.32783e-06 -5.28367e-05 -0.000125372 -0.000263277 -0.000167491 -0.00095723 -0.00165955 -0.00245592 -0.000131784 -0.0014186 0.000810173 7.4605e-05 0.000249824 0.000168426
internal_weight=1.32536e+06 5118 3325 368 2957 152 66 42 2805 2702 326 160 62 1793 96 1697 1.32024e+06 717684 473825 238787 209825 28962 5976 4285 10384 18578 5082 602561 160312 150851
internal_count=1325363 5118 3325 368 2957 152 66 42 2805 2702 326 160 62 1793 96 1697 1320245 717684 473825 238787 209825 28962 5976 4285 10384 18578 5082 602561 160312 150851
cat_boundaries=0 1
cat_threshold=316
is_linear=0
shrinkage=0.05


Tree=181
num_leaves=31
num_cat=1
split_feature=89 123 19 120 136 99 107 70 106 67 31 80 0 110 22 42 65 15 64 25 106 64 3 91 97 83 79 17 115 0
split_gain=2.00201 2.97828 3.12956 2.95338 2.49582 2.94207 3.4663 3.38935 2.93432 2.81263 4.77839 3.67785 3.49362 3.4605 3.06465 2.84957 2.84563 2.73734 2.73517 2.99173 3.24874 2.72056 2.63542 2.54954 2.47366 3.87636 3.29038 2.5835 3.26025 2.45823
threshold=0.78353676199913036 -0.98624804615974415 9.5450000762939471 0.43049471080303198 0 -0.92767149209976185 -0.89884379506111134 316.82260131835943 -0.89713993668556202 3.054999947547913 1015.6499938964845 336.67199707031256 259.50000000000006 0.77776783704757702 6.3450000286102304 11.949999809265138 9.0950002670288104 1.5049999952316286 1.3550000190734866 337.50000000000006 -0.7304391860961913 1.0349999666213991 329.50000000000006 -0.60086292028427113 -0.80610203742980946 267.58210754394537 6.0050001144409189 9.5450000762939471 -0.94260558485984791 349.50000000000006
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=-1 24 3 4 5 7 8 17 23 12 15 14 13 -6 29 22 -16 -3 19 20 21 -14 -11 -7 27 -26 -27 -2 -29 -12
right_child=1 2 -4 -5 9 6 -8 -9 -10 10 11 -13 18 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=5.0614675270649659e-06 -0.0039395493597257887 -0.0039840651748661877 -0.0029913373864745678 -0.004975846736589417 0.0067431263331005145 -0.0074275759403549498 0.0020243041247774997 -0.017803820643213491 0.026617135544074702 -0.00093755682672750458 -0.0059548691894810704 0.019103087123711501 -0.0040450276326553167 -0.0074692493981935769 0.024828187669985569 0.014116604207083584 0.00068431722162210428 0.0036045949089516336 -0.01038858380602466 0.015047133993357421 -0.012123454988322921 0.012870505958905116 -0.010959437861526897 0.014993405681161677 0.022942099089805896 -0.013591450979001822 0.014745959923380897 -0.00095008860882972522 0.023895415388371633 0.013344336132563295
leaf_weight=1320245 100 279 1688 309 122 21 1126 31 26 235 77 49 79 66 26 24 23 207 216 22 80 34 91 32 39 20 21 31 23 21
leaf_count=1320245 100 279 1688 309 122 21 1126 31 26 235 77 49 79 66 26 24 23 207 216 22 80 34 91 32 39 20 21 31 23 21
internal_value=1.23534e-06 -0.000985756 -0.00124977 -0.000329939 0.000167319 0.00137292 0.00273462 -0.00177432 0.0128589 -0.00161264 0.000989365 0.00723995 -0.00393383 0.00175368 0.00328557 -0.00251096 0.0134954 -0.000751858 -0.00641469 -0.00242232 -0.00441366 0.0010446 -0.00373508 0.00610962 0.00452464 0.0116572 0.000922833 0.000819395 0.00963226 -0.00181933
internal_weight=1.32536e+06 5118 4884 3196 2887 1722 1205 517 79 1165 546 196 619 188 147 350 49 486 431 215 193 113 326 53 234 80 41 154 54 98
internal_count=1325363 5118 4884 3196 2887 1722 1205 517 79 1165 546 196 619 188 147 350 49 486 431 215 193 113 326 53 234 80 41 154 54 98
cat_boundaries=0 1
cat_threshold=3010
is_linear=0
shrinkage=0.05


Tree=182
num_leaves=31
num_cat=2
split_feature=7 136 111 88 133 57 70 77 136 4 29 67 125 35 52 33 37 52 4 23 64 4 18 33 95 52 35 73 91 85
split_gain=1.84884 2.48717 3.54184 7.13119 3.46489 3.12916 3.82104 3.72221 6.39895 5.73277 5.19115 4.46777 3.97991 4.87733 3.94889 4.12909 3.87096 4.05029 3.91091 3.51509 3.38838 3.36416 3.12931 8.21575 5.07615 3.99577 3.47529 6.88172 4.3585 3.93395
threshold=4.3500001430511483 0 0.48208811879158026 -0.64525488018989552 1020.9500122070314 281.49446105957037 163.06018829345706 12.835000038146974 1 13.150000095367433 1010.5499877929689 6.9349999427795419 0.90992662310600292 6.1499998569488534 14.715000152587892 8.7500000000000018 13.250000000000002 3.4150000810623173 4.4500000476837167 6.2049999237060556 0.91500002145767223 15.84999990463257 8.0099999904632586 12.449999809265138 -0.43582107126712794 0.9650000035762788 13.550000190734865 0.70142832398414623 -0.94172129034996022 0.91134411096572887
decision_type=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 2
left_child=-1 -2 3 -3 -5 7 -7 11 10 12 -9 -4 13 16 20 -16 18 -18 -10 -13 -15 -12 23 24 -22 -25 29 28 -28 -24
right_child=1 2 5 4 -6 6 -8 8 9 -11 21 19 -14 14 15 -17 17 -19 -20 -21 22 -23 26 25 -26 -27 27 -29 -30 -31
leaf_value=6.5640764145273237e-05 7.6451556020401044e-05 -0.00017624147431826332 4.0298061431525471e-06 -0.0012365735130094365 0.014978109950651276 -0.0028360472040599022 -0.00028661608428937443 -0.002883522133766735 -0.003335834246936429 -0.0038893923057826949 -0.00016586419048428822 -0.0023426589288069641 -0.00074046995841725734 0.00309018708009857 -0.017472761273389693 -0.0010108350628262978 -0.008023793600793732 0.0058001857908263881 0.0071974273142451917 -0.00048264981791984224 -0.003342622687257075 0.0084281470096143687 0.0021346204387928786 -0.0018496679209224977 0.00050901546384462865 0.0019447024873182361 -0.0035235085840395184 -0.0011807578827988932 0.0045269272683858127 -0.00099557836433468894
leaf_weight=604715 245127 90128 231051 20419 33 1501 70531 1924 100 637 11632 3258 3323 1996 39 1636 114 99 742 11527 1996 115 10311 811 1497 4803 200 2931 1055 1112
leaf_count=604715 245127 90128 231051 20419 33 1501 70531 1924 100 637 11632 3258 3323 1996 39 1636 114 99 742 11527 1996 115 10311 811 1497 4803 200 2931 1055 1112
internal_value=1.17358e-06 -5.29226e-05 -0.000119613 -0.000367513 -0.00121041 -4.45004e-05 -0.000339741 2.81049e-05 0.00043543 0.000808242 -0.000475696 -4.98902e-05 0.000899818 0.00108495 0.000960887 -0.00139413 0.00442314 -0.00159856 0.00594645 -0.000892519 0.00110856 -8.17311e-05 0.000948529 0.000211974 -0.00169192 0.00139657 0.00137827 0.000145821 0.00324399 0.0018299
internal_weight=1.32536e+06 720648 475521 110580 20452 364941 72032 292909 47073 33402 13671 245836 32765 29442 28387 1675 1055 213 842 14785 26712 11747 24716 9107 3493 5614 15609 4186 1255 11423
internal_count=1325363 720648 475521 110580 20452 364941 72032 292909 47073 33402 13671 245836 32765 29442 28387 1675 1055 213 842 14785 26712 11747 24716 9107 3493 5614 15609 4186 1255 11423
cat_boundaries=0 1 2
cat_threshold=316 5248
is_linear=0
shrinkage=0.05


Tree=183
num_leaves=31
num_cat=0
split_feature=36 60 75 58 24 16 35 100 36 33 67 24 60 6 39 77 81 72 132 67 17 66 89 59 102 56 77 33 36 33
split_gain=1.92323 5.09736 2.29879 1.87389 1.95457 1.80784 3.20772 2.5675 3.33246 3.51398 3.35712 3.13104 2.96652 2.78059 2.11046 2.66583 2.34571 2.00879 1.90589 1.87629 1.82469 6.08297 4.43647 3.2009 3.24208 2.87948 2.64262 2.66911 2.57247 2.56939
threshold=6.8500001430511483 0.34667152166366583 0.74434590339660656 282.36376953125006 324.50000000000006 18.219999313354496 22.349999427795414 0.061472181230783469 21.44999980926514 16.94999980926514 0.91500002145767223 204.50000000000003 0.39527456462383276 6.6499998569488534 23.150000572204593 2.745000004768372 270.92817687988287 0.31409581005573278 1023.0499877929689 4.1549999713897714 6.9049999713897714 1.7150000333786013 -0.60010927915573109 155.1026306152344 0.75550475716590892 214.8457946777344 20.204999923706058 18.050000190734867 23.250000000000004 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 -1 3 4 -3 14 7 8 9 11 -10 13 -13 19 18 16 -16 -17 20 -7 21 28 29 24 -24 26 27 -25 -2 -23
right_child=5 2 -4 -5 -6 6 -8 -9 10 -11 -12 12 -14 -15 15 17 -18 -19 -20 -21 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023198896891163121 2.8025921502951768e-06 0.012999393309776983 0.027980676703155041 0.017955151242869241 -0.0069770260080695146 0.0019680449907091371 -0.017666765371406521 -0.00019306996902986354 -0.010068726677092769 -0.0066505287197659614 0.012582401768304408 -0.0051190740557303504 -0.0011304424167634076 0.010228538092924282 0.0017151513775534302 0.019227019589274162 -0.011801661138555833 0.0054522183283492003 -0.0012373113423977955 -0.0074942376359456017 2.8357406865603078e-05 -0.00024519013729779325 -0.0063712870314529511 -0.0013842644069902875 0.00063380886529881689 -0.00056942569819653979 -0.0049390217441945402 -0.0084988392551141462 -0.017096721092754955 -0.0036751212709596457
leaf_weight=122 95568 24 20 35 25 338 27 19046 21 352 74 610 1977 90 387 31 35 181 3072 62 1180088 14102 672 2555 219 4044 857 139 22 568
leaf_count=122 95568 24 20 35 25 338 27 19046 21 352 74 610 1977 90 387 31 35 181 3072 62 1180088 14102 672 2555 219 4044 857 139 22 568
internal_value=1.11493e-06 0.00461317 0.0127462 0.00911893 0.00280734 3.28348e-07 -0.000443065 -0.000422461 -0.00166224 -0.00191816 0.00757531 -0.00137679 -0.00207094 0.00228801 8.02052e-06 0.0028921 0.000594089 0.00746646 6.61603e-06 0.000501391 9.55817e-06 -0.000177267 -0.000904365 -0.00181432 -0.0046495 -0.00148172 -0.00252066 -0.00175135 -1.13286e-06 -0.000377992
internal_weight=1.32536e+06 226 104 84 49 1.32514e+06 22597 22570 3524 3429 95 3077 2587 490 1.30254e+06 634 422 212 1.30191e+06 400 1.29883e+06 118746 23156 8486 891 7595 3551 2694 95590 14670
internal_count=1325363 226 104 84 49 1325137 22597 22570 3524 3429 95 3077 2587 490 1302540 634 422 212 1301906 400 1298834 118746 23156 8486 891 7595 3551 2694 95590 14670
is_linear=0
shrinkage=0.05


Tree=184
num_leaves=31
num_cat=0
split_feature=89 123 79 88 97 104 92 123 75 55 85 73 78 67 75 84 80 68 76 23 23 32 96 71 60 96 9 5 55 79
split_gain=1.79079 2.69084 2.89563 2.92041 2.79889 2.75749 3.88899 3.94865 4.03367 3.78392 3.49975 3.36532 3.34395 3.1617 2.95934 2.7014 2.84178 3.46406 3.09457 3.51234 3.22189 2.66865 2.58515 2.62515 3.69387 2.49985 2.47557 3.04487 2.44532 2.43102
threshold=0.78353676199913036 -0.98624804615974415 16.945000648498539 0.79232388734817516 -0.41160479187965388 -0.64514660835266102 -0.14741567522287366 -0.76037701964378346 0.6765897572040559 1.5249999761581423 0.87784379720687877 0.89829814434051525 18.064999580383304 16.48499965667725 0.79571190476417553 0.88601389527320873 326.15075683593756 333.28932189941412 23.605000495910648 6.1649999618530282 5.7650001049041757 19.349999427795414 -0.98303639888763417 329.02421569824224 0.27125401794910436 -0.93608978390693653 13.449999809265138 9.5500001907348651 0.59499999880790722 23.724999427795414
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 21 6 25 -8 9 28 12 14 -10 -14 15 16 -7 18 20 29 -18 22 -3 -24 -25 -4 27 -6 -9 -20
right_child=1 2 5 -5 26 11 7 8 10 -11 -12 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=4.6778432703632729e-06 0.004305325373772778 0.0012357096775518564 -0.0077377277929549931 -0.008290596621077775 0.0022928838461428605 -0.003745257607500615 -0.0071041844558061623 0.020084425991894129 -0.0044031071360223 0.032954213726494846 -0.0032235963197109253 0.017435107671696207 0.027645282979522436 0.0055249120589966581 -0.0075457656790584252 -0.0055639235182966601 0.011835471974918618 -0.0058104577973500781 0.023108350629494949 0.029070858374513966 -0.0068869742392389868 -0.012201481432868885 -0.0029814923444862387 0.02446877385511817 -0.0010189645891924475 0.0017436980388851162 -0.014186754119804218 0.021944826043077879 0.00013109208749873297 0.0040859697510416187
leaf_weight=1320245 234 517 87 175 321 145 41 34 24 29 73 23 35 30 182 170 40 59 22 27 54 65 2179 21 44 346 21 21 28 71
leaf_count=1320245 234 517 87 175 321 145 41 34 24 29 73 23 35 30 182 170 40 59 22 27 54 65 2179 21 44 346 21 21 28 71
internal_value=1.05918e-06 -0.000932415 -0.00118336 -0.00200173 -0.00165662 0.000627808 0.00285201 0.00729006 0.00962272 0.0180463 0.00489096 -0.00141128 0.0115467 0.0174359 -0.00197422 -0.0002497 0.00191159 0.00491614 0.00787347 0.013195 0.00108002 -0.00218751 -0.00195176 -0.00268612 0.00721554 -0.000161346 0.00247641 0.00349958 0.0110732 0.00858589
internal_weight=1.32536e+06 5118 4884 3364 3189 1520 727 294 253 91 162 793 89 65 770 588 418 273 214 120 94 2826 2761 2244 65 433 363 342 62 93
internal_count=1325363 5118 4884 3364 3189 1520 727 294 253 91 162 793 89 65 770 588 418 273 214 120 94 2826 2761 2244 65 433 363 342 62 93
is_linear=0
shrinkage=0.05


Tree=185
num_leaves=31
num_cat=1
split_feature=7 111 90 0 39 136 5 12 110 134 86 21 77 15 36 12 19 66 36 56 8 108 52 96 91 21 14 40 110 56
split_gain=2.19405 2.62991 3.82213 3.38331 2.90657 4.23149 2.88061 3.33722 2.98038 2.8278 2.768 2.72396 2.64201 2.53125 3.46426 2.63942 2.38972 2.23326 2.42749 2.21964 4.51011 4.25983 3.81204 3.49249 4.53872 2.81336 3.19038 2.70342 2.46548 2.41704
threshold=11.550000190734865 0.90090325474739086 -0.30518458783626551 282.50000000000006 11.250000000000002 0 10.050000190734865 2.3349999189376835 0.4851460605859757 1017.5499877929689 0.90861672163009655 5.4049999713897714 39.48500061035157 2.2350000143051152 8.4499998092651385 2.9150000810623173 10.405000209808351 44.604999542236335 10.34999990463257 305.36447143554693 12.449999809265138 0.90958365797996532 1.3049999475479128 -0.99996852874755848 -0.76432672142982472 5.0150001049041757 1.435000002384186 14.449999809265138 0.9665307104587556 320.67280578613287
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=19 2 4 -4 5 13 10 -8 -9 -3 -5 -7 -10 -2 -15 17 -6 -16 -19 -1 22 -22 23 24 -21 26 -25 28 -24 -27
right_child=1 9 3 6 16 11 7 8 12 -11 -12 -13 -14 14 15 -17 -18 18 -20 20 21 -23 27 25 -26 29 -28 -29 -30 -31
leaf_value=1.1175084342226769e-06 -0.0025901487614978166 2.4288530183375594e-05 -0.004372012825333514 0.0016115674450305824 -0.0012171162887825624 -0.0042845740436141143 -0.0055814638376124846 0.0099846825800772952 0.00072717698124636493 0.013326122858416056 -0.0083415394676849258 -0.00013489952275614014 -0.0035480819169207201 0.016161622947468212 0.0033548484769517582 0.0007237028311905154 -0.0001564392215298395 0.0019564505526795985 0.025542463150729118 0.00058827414953460297 0.00084686872428434894 0.0037867042061601693 2.6828963888805369e-05 0.00020132693172679784 0.032839213209226725 0.0026625518409502894 -0.00633061132089231 0.0091496065308456307 -0.0016696587416988224 0.00063220311656468501
leaf_weight=1185685 299 35080 1095 1018 11230 420 550 59 700 40 75 6771 747 44 1215 1670 10074 20 24 24 9275 1421 47827 885 20 2681 237 80 2242 3234
leaf_count=1185685 299 35080 1095 1018 11230 420 550 59 700 40 75 6771 747 44 1215 1670 10074 20 24 24 9275 1421 47827 885 20 2681 237 80 2242 3234
internal_value=1.71426e-06 -0.00026842 -0.000568662 -0.00197797 -0.000380382 0.000302074 -0.00114549 -0.0022481 -0.00103074 3.94387e-05 0.0009286 -0.000376743 -0.00147988 0.00178962 0.00223612 0.00202693 -0.000715555 0.00375559 0.0148215 1.70419e-05 0.000295011 0.00123744 0.000118877 0.00120485 0.0152478 0.00111705 -0.00117841 -3.44625e-05 -4.91367e-05 0.00155247
internal_weight=1.32474e+06 71131 36011 4244 31767 10463 3149 2056 1506 35120 1093 7191 1447 3272 2973 2929 21304 1259 44 1.25361e+06 67926 10696 57230 7081 44 7037 1122 50149 50069 5915
internal_count=1324742 71131 36011 4244 31767 10463 3149 2056 1506 35120 1093 7191 1447 3272 2973 2929 21304 1259 44 1253611 67926 10696 57230 7081 44 7037 1122 50149 50069 5915
cat_boundaries=0 1
cat_threshold=261
is_linear=0
shrinkage=0.05


Tree=186
num_leaves=31
num_cat=1
split_feature=7 95 79 52 136 87 33 113 72 35 18 43 122 111 103 31 82 95 66 35 98 73 92 16 59 56 135 21 35 1
split_gain=1.98013 2.42742 2.14488 5.48471 8.28613 5.51561 6.23534 5.89074 5.43984 5.10828 5.81079 5.0172 5.05272 4.32107 4.23891 4.16431 4.32121 4.02262 4.77528 4.38501 3.98322 3.89163 3.88874 4.67436 3.79937 3.85645 4.02051 6.13901 3.67198 3.66878
threshold=11.550000190734865 -0.69413894414901722 12.765000343322756 3.4150000810623173 0 0.84181013703346264 7.7500000000000009 -0.74892720580101002 0.60886755585670482 16.150000572204593 6.9049999713897714 11.34999990463257 -0.39873388409614557 0.73736050724983226 -0.13758072257041928 1011.4500122070314 313.70590209960943 -0.92101618647575367 26.535000801086429 16.349999427795414 -0.83342349529266346 0.89351648092269909 -0.83127272129058827 11.120000362396242 70.695003509521499 255.6319274902344 1017.4500122070314 8.0850000381469744 14.34999990463257 146.50000000000003
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 -2 -1 4 5 14 7 8 -7 10 -8 24 -13 -9 29 -11 -17 19 22 20 -5 28 -19 -24 25 26 27 -6 -14 -4
right_child=1 -3 3 17 11 6 9 13 -10 15 -12 12 21 -15 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.2454489229250904e-05 -0.0014188007301927513 -0.00018169190823455906 0.015163741705591434 -0.00056599303038728957 -0.0029982115764274112 0.016908765003262532 -0.0012351899034061882 0.019191908577818481 -0.0044117678538896149 0.012047546747793526 0.0019521719457833101 0.006680886770232714 0.0019798934832323269 -0.003451490864157677 -0.0020836691129895654 0.0014628248006911292 0.021941390241928666 0.00073033885265384843 0.00022085723598062377 0.0051482198198818671 0.001760328016005802 0.022487158440053463 -0.0011344439676996049 -0.00018589302680518618 0.00025795837909798919 0.00057445017995399973 0.016047028194750762 -0.025817848642667136 -0.0058628011487523992 0.0016767601469375431
leaf_weight=1051845 4215 66916 58 3351 1677 42 1647 134 104 207 10849 595 647 25 1599 322 28 6576 56002 602 4081 20 21326 33219 56800 1218 27 30 194 386
leaf_count=1051845 4215 66916 58 3351 1677 42 1647 134 104 207 10849 595 647 25 1599 322 28 6576 56002 602 4081 20 21326 33219 56800 1218 27 30 194 386
internal_value=1.62854e-06 -0.000254999 1.61898e-05 0.000165518 0.000498722 0.00153499 0.00190603 0.00897303 0.00172154 0.0017409 0.00153207 0.00023769 0.00313769 0.0156316 -0.000883534 0.00642591 0.00310111 -3.84373e-05 -0.000112678 0.00104387 0.000711418 0.000689141 -0.000418279 -0.000556757 0.000167065 -0.00158184 -0.00309646 -0.00339926 0.000170758 0.00343857
internal_weight=1.32474e+06 71131 1.25361e+06 201766 76609 15401 13358 305 146 13053 12496 61208 1456 159 2043 557 350 125157 117123 8034 7432 861 61121 54545 59752 2952 1734 1707 841 444
internal_count=1324742 71131 1253611 201766 76609 15401 13358 305 146 13053 12496 61208 1456 159 2043 557 350 125157 117123 8034 7432 861 61121 54545 59752 2952 1734 1707 841 444
cat_boundaries=0 1
cat_threshold=98
is_linear=0
shrinkage=0.05


Tree=187
num_leaves=31
num_cat=2
split_feature=7 111 90 0 5 93 52 12 110 38 136 22 12 14 30 77 106 16 126 132 64 86 57 70 94 4 24 136 8 10
split_gain=1.78707 2.32226 3.40305 3.0446 2.60514 3.04807 3.27768 3.00129 2.68817 2.50437 3.65389 2.77608 2.79894 2.74275 2.98506 2.39024 2.34779 2.29977 2.26656 2.21554 2.17378 2.01872 2.00719 2.00612 4.31133 3.86704 3.30952 3.7931 4.27019 4.04935
threshold=11.550000190734865 0.90090325474739086 -0.30518458783626551 282.50000000000006 10.050000190734865 -0.017587317153811451 0.064999999478459372 2.3349999189376835 0.4851460605859757 11.250000000000002 0 4.8750000000000009 2.8750000000000004 2.6750000715255742 1016.2500000000001 39.48500061035157 -0.48169752955436701 11.120000362396242 0.84335932135581981 1018.2500000000001 5.5850000381469735 0.91116797924041759 325.54957580566412 313.78697204589849 -0.26075929403305048 7.8500001430511483 216.50000000000003 1 10.050000190734865 8.5500001907348651
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 1 2 2
left_child=23 2 9 -4 5 6 -5 -6 -9 10 11 -2 13 -13 22 -10 -8 -11 -18 -3 -12 -7 -15 -1 26 -26 -25 28 -28 -29
right_child=1 19 3 4 7 21 16 8 15 17 20 12 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=3.663936392833195e-07 -0.0061525047760889202 3.5626202564133518e-05 -0.0041252343202558385 0.020851573749230461 -0.0052741871150051751 -0.0010456153216985551 0.0011273269377265788 0.0095029203061377469 0.00071412951204859253 -0.0011539114717695003 -0.0022217502310804683 0.0015422308625556132 0.00060398019486418734 0.0093325803551149999 0.0014930561813430042 -0.0033523190501151476 0.015929433385488287 -9.5329184613071719e-05 -0.00032958432703333743 0.013861438216930578 2.572303180649462e-05 -0.014832584859271135 -0.0055642655080494789 0.0027951495940651367 -0.00032908247039399238 0.00066719891430259796 0.0019090217066812293 -0.00063066589935534398 -0.00042034365218157995 0.0016518072334769018
leaf_weight=1186744 112 35091 1095 26 550 513 434 59 700 11262 1299 805 1943 391 243 747 58 9424 34 29 6264 28 24 1984 29885 14449 7837 7457 2627 2628
leaf_count=1186744 112 35091 1095 26 550 513 434 59 700 11262 1299 805 1943 391 243 747 58 9424 34 29 6264 28 24 1984 29885 14449 7837 7457 2627 2628
internal_value=1.54712e-06 -0.000242249 -0.000524383 -0.00185419 -0.00106448 0.00090795 0.00352192 -0.00211305 -0.000958579 -0.000346725 0.000259844 0.00158851 0.00184772 0.00349952 0.00589409 -0.00138514 0.00266533 -0.000671649 0.00992067 4.70427e-05 -0.000359821 -0.00175917 0.00847108 1.53803e-05 0.000281845 -4.38202e-06 0.000845001 0.000656715 0.00132297 -3.5852e-05
internal_weight=1.32474e+06 71131 36011 4244 3149 1093 552 2056 1506 31767 11081 3518 3406 1463 658 1447 526 20686 92 35120 7563 541 415 1.25361e+06 66867 44334 22533 20549 10464 10085
internal_count=1324742 71131 36011 4244 3149 1093 552 2056 1506 31767 11081 3518 3406 1463 658 1447 526 20686 92 35120 7563 541 415 1253611 66867 44334 22533 20549 10464 10085
cat_boundaries=0 1 2
cat_threshold=261 4866
is_linear=0
shrinkage=0.05


Tree=188
num_leaves=31
num_cat=0
split_feature=7 95 119 92 67 52 7 52 55 61 12 12 58 5 52 123 14 83 11 92 73 76 23 12 56 8 52 125 96 75
split_gain=1.61283 2.07761 2.38965 2.42128 2.23867 2.93113 3.20715 3.04463 2.29862 2.04985 3.24175 2.49075 2.90666 2.02532 2.5262 3.33505 2.87362 2.32702 3.01666 2.31767 2.08559 2.17633 2.07053 1.98408 1.98309 4.04943 3.38045 3.28477 3.16085 3.31932
threshold=11.550000190734865 0.28664533793926245 0.9996192753314973 0.84120160341262828 0.24499999731779101 0.22500000149011615 12.449999809265138 0.034999999217689044 0.35500000417232519 0.33483648300170904 1.985000014305115 2.6750000715255742 257.13439941406256 11.150000095367433 6.0950000286102304 -0.36648726463317866 2.6149998903274541 336.79696655273443 18.44999980926514 -0.90064695477485646 0.33447821438312536 49.710000991821296 7.1449999809265146 2.185000061988831 305.36447143554693 13.050000190734865 1.3350000381469729 0.97625884413719188 -0.99996852874755848 0.54184970259666454
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 -2 6 -6 -8 -7 10 -9 -12 -13 14 15 16 -10 19 20 -15 -19 -22 -18 -21 -1 26 28 -27 29 -26
right_child=1 -3 -4 -5 5 8 7 9 13 -11 11 12 -14 17 -16 -17 22 18 -20 23 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-4.4065762572365412e-07 -0.010033029852615248 -6.8622194159968778e-05 0.015084906046589217 -0.0028111063659513498 -0.0021126612361210091 -0.0036735448442263754 0.023315500823642091 -0.0058356096148490903 0.00077888095251271022 0.00059127234653088038 0.023781842937460169 0.020263982407579369 -0.0044299250476797173 -0.0041418668093509891 -0.00079459147347069189 -0.0011918224702190368 0.0036516777549516345 0.017245945185422898 0.022191499883220309 -0.0038925842695054814 -0.0026901043758432316 0.013492198549211028 0.015579225841027342 -0.00072230253875062481 0.028212623078037392 0.0010199223256643773 -1.2049262914562242e-05 0.0047410706959456657 0.0010393191800167072 0.00074645897945050494
leaf_weight=1185685 62 52408 24 1269 150 593 26 25 2121 116 40 22 26 649 4980 1373 856 20 21 541 123 25 38 5623 22 7778 51908 642 7554 22
leaf_count=1185685 62 52408 24 1269 150 593 26 25 2121 116 40 22 26 649 4980 1373 856 20 21 541 123 25 38 5623 22 7778 51908 642 7554 22
internal_value=1.46976e-06 -0.000230137 -0.000682236 -0.000702473 -0.000548953 -0.000515097 0.00368865 0.00710119 -0.000615463 0.00526026 0.0100532 0.0145671 0.00688812 -0.000504685 -2.38668e-05 0.000850839 0.00178105 -0.00114797 0.00432467 -0.00129979 0.00209132 4.33927e-05 0.00415867 -0.00100055 1.46113e-05 0.000277352 0.000132132 0.00130365 0.00111715 0.0144795
internal_weight=1.32474e+06 71131 18723 18699 17430 17368 405 255 16963 229 113 88 48 16370 9368 4388 3015 7002 189 6813 168 148 894 6164 1.25361e+06 67926 59506 8420 7598 44
internal_count=1324742 71131 18723 18699 17430 17368 405 255 16963 229 113 88 48 16370 9368 4388 3015 7002 189 6813 168 148 894 6164 1253611 67926 59506 8420 7598 44
is_linear=0
shrinkage=0.05


Tree=189
num_leaves=31
num_cat=2
split_feature=60 88 52 52 93 16 35 16 52 123 68 28 55 61 86 88 60 72 19 125 136 79 43 136 35 52 29 23 64 15
split_gain=1.70134 9.03117 8.2327 4.66815 4.34514 3.97783 3.85165 3.70953 5.53474 3.6629 3.61321 3.64341 3.47142 3.25428 3.13158 3.67324 8.47426 6.05733 5.18796 4.98766 7.99333 6.52948 5.82237 7.11482 5.69321 5.39148 4.0174 3.97062 3.95832 4.75491
threshold=0.47198076546192175 0.066388599574565901 5.3350000381469735 0.30500000715255743 -0.91065099835395802 11.120000362396242 16.349999427795414 12.50999975204468 10.315000057220461 -0.3172925859689712 227.83618164062503 1018.2500000000001 4.4349999427795419 0.67364391684532177 0.90988886356353771 -0.64525488018989552 0.26167748868465429 0.57107102870941173 9.5450000762939471 0.68832838535308849 0 22.035000801086429 2.5499999523162846 1 11.250000000000002 1.7050000429153445 1015.1499938964845 9.6149997711181658 31.814999580383304 2.0149999856948857
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=2 3 14 6 9 -5 -2 8 10 -4 -7 -12 -6 -8 15 16 -1 -17 28 22 24 -22 23 -18 -21 -26 -24 -20 29 -19
right_child=1 -3 4 5 12 7 13 -9 -10 -11 11 -13 -14 -15 -16 17 19 18 27 20 21 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012984409991792861 0.0021917776564111236 0.002079468303003902 0.00099907495512642302 -0.00024049344760277634 -0.0017235016763101092 -0.0023532761089095407 -0.0020057315681867817 2.8353187658966655e-05 5.8310113841638716e-06 -0.0010800922567849307 0.0013942963566937285 0.00034425106693639892 -0.00062326605213855013 0.012403454252223417 -0.00077792109634945966 9.8201748120846238e-06 0.0027403779033378277 -0.00054566092467909588 -0.0011680075933788656 -0.00015082323705832229 -0.00056539814718200979 0.0014309243603512144 -0.000312090895533236 -0.0001018749382863746 0.0025975956099557394 0.00078351175938366725 -0.0023281284753106277 0.0075955229624210356 -0.0039473391854979696 0.00073950620982964348
leaf_weight=17043 4239 5624 6493 94189 9060 837 885 204854 35204 3144 20524 13826 34354 41 12705 697584 2289 18142 22490 5926 18982 5223 5039 52070 7902 8503 4849 130 661 11930
leaf_count=17043 4239 5624 6493 94189 9060 837 885 204854 35204 3144 20524 13826 34354 41 12705 697584 2289 18142 22490 5926 18982 5223 5039 52070 7902 8503 4849 130 661 11930
internal_value=1.39627e-06 9.07034e-05 -3.45549e-05 6.08453e-05 -0.000639675 3.99751e-05 0.00155361 0.000135952 0.000449088 0.000320762 0.000892559 0.000971649 -0.000852873 -0.00136774 1.4556e-06 1.27237e-05 0.000260495 -2.94525e-05 -0.000542937 0.000100816 0.000495014 -0.000134572 -0.000184713 1.82947e-05 0.00117697 0.00165732 -0.00130074 -0.00111764 -0.000119945 -3.58164e-05
internal_weight=1.32474e+06 380223 944519 374599 53051 369434 5165 275245 70391 9637 35187 34350 43414 926 891468 878763 127826 750937 53353 110783 46536 24205 64247 54359 22331 16405 9888 22620 30733 30072
internal_count=1324742 380223 944519 374599 53051 369434 5165 275245 70391 9637 35187 34350 43414 926 891468 878763 127826 750937 53353 110783 46536 24205 64247 54359 22331 16405 9888 22620 30733 30072
cat_boundaries=0 1 2
cat_threshold=2480 32
is_linear=0
shrinkage=0.05


Tree=190
num_leaves=31
num_cat=1
split_feature=60 52 88 73 23 31 55 36 1 12 31 33 12 136 4 2 77 38 127 67 16 82 31 101 24 40 38 79 36 100
split_gain=1.85279 6.81546 6.02905 3.96241 6.15897 4.92111 4.58278 4.24323 8.07253 6.49982 8.01093 6.31417 5.68317 5.66563 5.38469 4.84807 4.13491 5.88294 7.67306 8.2739 6.21328 5.3533 5.8465 5.03808 7.73701 4.73977 5.76809 4.46845 6.66236 4.88314
threshold=0.48158860206604009 6.5650000572204599 0.091408554464578642 0.61375552415847789 5.1150000095367441 1025.2500000000002 19.664999961853031 12.449999809265138 313.50000000000006 1.5549999475479128 1017.8500061035157 12.550000190734865 2.7549999952316289 0 4.0499999523162851 332.50000000000006 4.6849999427795419 16.750000000000004 0.35019405186176306 0.75499999523162853 6.9049999713897714 317.49638366699224 1007.0499877929689 -0.28552532196044916 210.50000000000003 10.84999990463257 18.349999427795414 15.59500026702881 15.150000095367433 -0.51841533184051503
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 3 -2 6 -5 7 16 8 -6 -10 11 -11 13 -9 -12 -15 23 20 21 -20 -18 22 25 24 -1 26 -19 28 -22 -29
right_child=2 -3 -4 4 5 -7 -8 12 9 10 14 -13 -14 15 -16 -17 17 18 19 -21 27 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00035054286853476854 6.4893193479697911e-05 -0.00067959664809582763 0.0019189517314477491 -0.0016386446691885174 -0.00040063006673561748 -0.0022119302959632409 -0.0043139182091567856 0.00052006112421874081 -0.001439344318435437 0.00012111626432866811 -0.0021435304232774784 0.0030384625336194217 -0.0018256879001424002 -0.0003311251630794791 0.0030007632622752519 -0.0018867433672951233 -0.00050160277017269263 0.010997370942228323 0.0044151146432603004 -0.00030166893452131612 0.0006011727112212391 -0.0033365130387472972 0.0026431980798213273 2.0483082750236978e-05 -0.0014049543209367244 -0.0046214678199388666 0.037422289807970327 0.0048142326366080223 -0.0013063890556539973 0.0010538995833105824
leaf_weight=10598 365261 40475 4438 7620 25412 2914 607 18852 2733 13505 554 2150 6059 55424 6219 5506 22228 148 1063 7416 21131 360 5801 666174 15392 39 24 936 5843 11123
leaf_count=10598 365261 40475 4438 7620 25412 2914 607 18852 2733 13505 554 2150 6059 55424 6219 5506 22228 148 1063 7416 21131 360 5801 666174 15392 39 24 936 5843 11123
internal_value=-7.90719e-06 -4.46554e-05 8.715e-05 -1.65943e-05 -0.000254492 -0.000178791 2.88725e-05 -0.000135361 0.000227949 0.000862798 0.00114333 0.000521774 -0.000349403 -0.000237288 0.00257998 -0.000471623 3.23036e-05 0.000382106 0.00127491 0.000289667 0.000165671 0.00258593 0.00294057 -6.16141e-06 -0.000689111 0.0111162 0.0146846 0.000545661 0.000187964 0.00134577
internal_weight=1.326e+06 956306 369699 915831 146948 139328 768883 136414 50573 25161 22428 15655 85841 79782 6773 60930 768276 76112 14851 8479 61261 6372 6012 692164 25990 211 172 39033 26974 12059
internal_count=1326005 956306 369699 915831 146948 139328 768883 136414 50573 25161 22428 15655 85841 79782 6773 60930 768276 76112 14851 8479 61261 6372 6012 692164 25990 211 172 39033 26974 12059
cat_boundaries=0 1
cat_threshold=178
is_linear=0
shrinkage=0.05


Tree=191
num_leaves=31
num_cat=1
split_feature=17 66 56 136 57 28 104 31 27 81 20 7 79 32 127 23 68 58 18 28 89 98 54 107 99 97 66 104 72 108
split_gain=1.903 6.65839 4.42402 3.95841 4.64978 2.95993 2.79423 12.0747 3.68182 2.7324 4.15169 3.37773 2.73109 2.69608 4.4539 2.84337 2.60371 3.51325 2.38455 2.3557 2.27777 2.26048 2.22048 2.2134 2.21225 3.29916 3.35314 2.81268 2.19555 5.26378
threshold=6.9049999713897714 1.7150000333786013 219.62752532958987 0 237.4224548339844 1015.1499938964845 0.32838273048400884 1011.6499938964845 140.50000000000003 321.91683959960943 5.5350000858306894 9.6500000953674334 32.835000991821296 13.750000000000002 0.97625884413719188 5.6050000190734872 266.63516235351568 155.46225738525393 4.6550002098083505 1011.8500061035157 -0.83955782651901234 -0.998976171016693 0.61500000953674328 -0.30057173967361445 -0.3014178574085235 -0.60375162959098805 2.2749999761581425 -0.40579465031623835 0.49462243914604193 0.035162413492798812
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 6 3 9 5 12 28 8 -8 16 13 -12 -5 15 -15 -11 21 -18 -6 -14 -9 22 -3 -7 25 -20 27 -27 29 -1
right_child=-2 2 -4 4 18 23 7 20 -10 10 11 -13 19 14 -16 -17 17 -19 24 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016046905923099042 1.1339430282963969e-05 0.020829536620041597 -0.00046507366207847092 -0.0065185475025596315 0.016279275505803527 -0.0015511622032667058 0.0025293931703675877 0.00038215700158123248 0.029654775530999079 -0.0034316421222143076 -0.007268827557280904 0.015117225740104915 0.015647195808589458 0.019720562664791941 -0.0050263758826379979 0.012735368849622997 -0.010544511375741826 -0.0019203141913873057 -0.0015199688536225323 -0.0026664068938185605 -0.010606348832890869 -0.00030288957317473964 0.0034788500030665231 -0.010057751648128034 -0.0082382105585962241 0.028251241104534044 0.001462101861834526 0.0042475556570064762 -0.0006577958921299041 -1.3188509886043796e-05
leaf_weight=5368 1206505 23 15558 1299 20 853 22 59 29 74 107 20 25 75 24 43 126 1881 1148 59 235 1643 93 84 101 26 120 23 11122 79240
leaf_count=5368 1206505 23 15558 1299 20 853 22 59 29 74 107 20 25 75 24 43 126 1881 1148 59 235 1643 93 84 101 26 120 23 11122 79240
internal_value=-7.51163e-06 -0.000197837 -0.000953688 -0.00191999 -0.00309062 -0.0044835 -1.35456e-05 -0.00450525 0.0179536 -0.000839788 0.00343052 -0.00374346 -0.00595353 0.00764856 0.0137213 0.00251008 -0.00123095 -0.00246174 -0.000864895 0.00278407 -0.00840117 0.000173374 0.00691907 -0.00231376 -0.0011067 -0.000559792 0.00596259 0.0169842 2.64197e-06 8.94587e-05
internal_weight=1.326e+06 119500 23425 7867 3758 2320 96075 345 51 4109 343 127 1383 216 99 117 3766 2007 1438 84 294 1759 116 937 1418 1317 169 49 95730 84608
internal_count=1326005 119500 23425 7867 3758 2320 96075 345 51 4109 343 127 1383 216 99 117 3766 2007 1438 84 294 1759 116 937 1418 1317 169 49 95730 84608
cat_boundaries=0 1
cat_threshold=2673
is_linear=0
shrinkage=0.05


Tree=192
num_leaves=31
num_cat=0
split_feature=17 66 88 55 96 11 104 31 27 111 31 5 53 40 79 93 32 115 39 54 43 29 97 19 29 27 54 52 29 60
split_gain=1.71745 6.0092 3.41007 3.91524 2.88103 2.8186 2.5218 10.8975 3.32284 2.74569 3.37413 4.62158 3.83749 5.14559 4.93352 3.75974 4.17756 5.57129 7.02909 4.58891 3.91659 4.01663 3.26348 3.16263 3.12619 2.9213 2.84964 2.92394 2.80758 2.74972
threshold=6.9049999713897714 1.7150000333786013 -0.63120678067207325 0.034999999217689044 -0.70270860195159901 17.150000572204593 0.32838273048400884 1011.6499938964845 140.50000000000003 -0.092057317495346055 1007.0499877929689 10.150000095367433 0.064999999478459372 5.2500000000000009 1.7450000047683718 -0.67404952645301808 15.949999809265138 -0.95878320932388295 16.650000572204593 0.2950000017881394 17.849999427795414 1010.3500061035157 -0.81490609049797047 14.039999961853029 1012.7500000000001 184.50000000000003 0.79500001668930065 1.5950000286102297 1008.5499877929689 0.4112014919519425
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 6 -3 -4 -5 -6 9 8 -8 10 -1 12 14 24 -12 20 17 18 19 -17 26 -22 -20 -18 25 -14 -15 29 -16 -28
right_child=-2 2 3 4 5 -7 7 -9 -10 -11 11 -13 13 15 28 16 23 -19 22 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.010146777646325036 1.0772458987091772e-05 -0.00042789793876159781 -0.0064049246797926928 -0.0020210953299487546 -0.00016675092245438817 0.017418073908344885 0.0024029236625541343 -0.0079811139213599169 0.028172036436193721 -6.6641211388578816e-05 -0.0046866947524873909 -0.0054681904869829561 0.011814625703245549 -0.0057019590140870687 -0.0062501896623640314 0.025315570985325254 -0.0013176947315598185 0.0027445140244388901 0.032464166313152888 0.0013439196416415102 -0.0041657427192798684 0.023646330411600719 0.0090419133473187679 0.010650783624899175 -0.0023138334067373972 0.00060585801201089827 0.0070218581543143831 -0.0029003254609441887 0.0045289526258679219 -0.0086738399346359078
leaf_weight=100 1206505 14388 416 6131 2467 23 22 294 29 89745 179 273 63 209 63 26 261 185 58 86 21 34 20 70 1647 752 218 219 1469 32
leaf_count=100 1206505 14388 416 6131 2467 23 22 294 29 89745 179 273 63 209 63 26 261 185 58 86 21 34 20 70 1647 752 218 219 1469 32
internal_value=-7.13605e-06 -0.000187945 -0.000906004 -0.00166721 -0.00143859 -4.32081e-06 -1.28683e-05 -0.00427998 0.0170559 2.50987e-06 0.00103943 0.000884674 0.00119371 0.000327806 0.00316794 0.00270308 0.00530724 0.00892074 0.0149344 0.00690877 0.000194838 0.0130272 0.0264585 0.0012134 -0.0010605 0.0014723 -0.000846133 0.00131776 0.00408569 0.00501281
internal_weight=1.326e+06 119500 23425 9037 8621 2490 96075 345 51 95730 5985 5885 5612 3901 1711 1439 706 375 190 112 733 55 78 331 2462 815 678 469 1532 250
internal_count=1326005 119500 23425 9037 8621 2490 96075 345 51 95730 5985 5885 5612 3901 1711 1439 706 375 190 112 733 55 78 331 2462 815 678 469 1532 250
is_linear=0
shrinkage=0.05


Tree=193
num_leaves=31
num_cat=1
split_feature=75 64 67 64 13 52 56 17 8 64 74 94 14 55 3 79 11 136 76 24 95 58 112 81 88 22 77 121 116 126
split_gain=1.679 5.48262 5.43678 4.05339 5.98278 4.66377 5.83163 4.62457 3.57991 4.61959 3.65541 3.69206 5.03272 4.16655 6.93782 4.17326 3.55053 4.18711 3.72291 4.30244 3.50193 4.00719 3.2454 6.55579 3.20231 3.40849 3.80305 3.18311 3.15453 3.86872
threshold=0.71175655722618114 10.605000019073488 14.574999809265138 3.6650000810623173 2.495000004768372 1.5349999666213991 242.85728454589847 6.9049999713897714 7.5499999523162851 4.7149999141693124 0.67232361435890209 -0.46635219454765314 1.6050000190734866 0.95499998331069957 218.50000000000003 9.8949999809265154 1.8499999642372134 0 23.904999732971195 330.50000000000006 -0.38361859321594233 298.86863708496099 -0.38266885280609125 336.84570312500006 -0.94737488031387318 5.9049999713897714 6.0250000953674325 -0.55191597342491139 0.19936034083366397 -0.26722820103168482
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=3 2 -2 -1 5 6 7 -5 10 24 11 12 -8 14 -14 -15 20 18 -18 -20 21 -9 23 -13 -10 26 -26 -4 -3 -30
right_child=1 28 27 4 -6 -7 8 16 9 -11 -12 22 13 15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-1.2987785746001348e-05 -0.00019628913824298115 -0.00032231021364487075 -0.00025658479603539577 -0.0039676564974624419 -0.00034799796827270199 0.00033157442798604662 0.0054037584758154962 0.0057010795457670127 0.00095905456309902995 1.0437816554617473e-05 0.0018578460168445035 0.0033157666175493796 0.04304483210279917 0.026717743510380389 0.011403246873580828 0.0025566352212003304 0.0010673748243082302 -0.00099841871507667175 0.0048126738303311987 0.023268932133861303 -0.00049177477395027697 0.028088254038067091 -0.011182068378941434 0.029721195731932923 0.022581388136105881 0.015257693939569474 0.0034374162663900879 -0.001430576347696756 0.00067005867845319961 4.82259280237255e-05
leaf_weight=812454 124785 44207 9063 588 29173 90167 444 415 406 2432 1886 1142 30 24 41 70 2120 3020 257 36 267 21 37 24 28 99 353 15909 29762 156745
leaf_count=812454 124785 44207 9063 588 29173 90167 444 415 406 2432 1886 1142 30 24 41 70 2120 3020 257 36 267 21 37 24 28 99 353 15909 29762 156745
internal_value=-6.77925e-06 -9.54746e-05 -0.000331059 2.89106e-05 0.000284701 0.000462338 0.00132046 0.000268245 0.00232887 0.00113652 0.00339871 0.00500249 0.00817461 0.0156307 0.0247729 0.00872543 0.000674163 0.000241518 0.00179008 0.00708034 0.00401778 0.00677936 0.00339666 0.00385927 0.00422751 0.00699208 0.00484432 -0.0010045 5.74438e-05 0.000147455
internal_weight=1.326e+06 380471 149757 945534 133080 103907 13740 6724 7016 3318 3698 1812 609 165 71 94 6136 5433 2413 293 703 436 1203 1166 886 480 381 24972 230714 186507
internal_count=1326005 380471 149757 945534 133080 103907 13740 6724 7016 3318 3698 1812 609 165 71 94 6136 5433 2413 293 703 436 1203 1166 886 480 381 24972 230714 186507
cat_boundaries=0 1
cat_threshold=2438
is_linear=0
shrinkage=0.05


Tree=194
num_leaves=31
num_cat=4
split_feature=60 52 88 56 100 136 18 75 55 108 136 21 26 80 53 93 93 64 7 120 54 136 136 77 4 35 83 92 56 122
split_gain=1.65241 6.23298 5.44198 4.76715 6.01252 5.44922 4.22026 3.72794 5.62508 4.59988 5.30855 5.52849 4.49296 5.06264 4.16414 7.32783 5.07752 6.59415 5.53773 5.53765 4.66308 6.63306 4.58794 4.44266 5.37625 4.29015 4.11414 4.26519 4.10581 4.07686
threshold=0.48158860206604009 5.1050000190734872 0.091408554464578642 255.6319274902344 0.21519437432289126 0 11.120000362396242 0.71175655722618114 2.685000061988831 0.3802804052829743 1 6.0450000762939462 185.50000000000003 317.55104064941412 1.8949999809265139 -0.38102746009826655 -0.95789673924446095 2.3149999380111699 3.8500000238418584 -0.60873827338218678 0.65500000119209301 2 3 5.8150000572204599 10.34999990463257 19.750000000000004 243.57320404052737 -0.9956945776939391 207.53224182128909 -0.44618082046508784
decision_type=2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2
left_child=1 7 -2 4 5 -3 -5 8 14 10 11 -9 13 -10 16 23 19 -18 20 22 26 -22 -1 25 -25 -16 -19 -28 -14 -11
right_child=2 3 -4 6 -6 -7 -8 9 12 29 -12 -13 28 -15 15 -17 17 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0035766661658635716 6.2183718845452711e-05 0.0001041971805287823 0.0018236616597264107 -0.0017744346212286502 0.0004030320824102917 -0.0019228173775066712 -0.00050530166276612702 -0.0013877378508445665 0.0025682963734392126 0.00024266002312837087 -0.0018424814969051067 0.00059222995009357814 -0.00023099659631056857 -0.0031130400241764508 -0.00094150166909513604 -0.0014990400545442011 5.0208833274385274e-06 -0.0036057506649625269 0.00032504161907734308 -3.2949231667826191e-05 0.0055308959151577864 0.00062989630054013511 -0.0026339578550679255 0.0012129189796400305 -0.0025184517083659558 0.0038856325796632141 0.02056601886232827 0.0044301531865905035 0.00075297306169849157 -0.00051338378169764603
leaf_weight=310 365261 6308 4438 11090 20481 6987 16002 6441 4153 38796 9253 7789 16800 433 9397 12681 680300 158 17945 6240 781 5498 4787 8689 1086 484 42 1644 28735 32996
leaf_count=310 365261 6308 4438 11090 20481 6987 16002 6441 4153 38796 9253 7789 16800 433 9397 12681 680300 158 17945 6240 781 5498 4787 8689 1086 484 42 1644 28735 32996
internal_value=-6.44066e-06 -4.11448e-05 8.33291e-05 -0.000530746 -0.000134449 -0.00096244 -0.00102482 -7.86385e-06 2.73397e-05 -0.000303519 -0.000910976 -0.00030376 0.000540175 0.00203188 -6.93015e-06 -0.000561956 1.80771e-05 3.49255e-05 0.000815349 -0.00103168 0.00189852 0.00124931 -0.00225438 4.26012e-05 0.000798365 -0.000705055 0.00410913 0.00483211 0.00038994 -0.000104822
internal_weight=1.326e+06 956306 369699 60868 33776 13295 27092 895438 800163 95275 23483 14230 50121 4586 750042 32337 717705 706368 26068 11337 8123 6279 5097 19656 9775 9881 1844 1686 45535 71792
internal_count=1326005 956306 369699 60868 33776 13295 27092 895438 800163 95275 23483 14230 50121 4586 750042 32337 717705 706368 26068 11337 8123 6279 5097 19656 9775 9881 1844 1686 45535 71792
cat_boundaries=0 1 2 3 4
cat_threshold=1057 3248 2050 4
is_linear=0
shrinkage=0.05


Tree=195
num_leaves=31
num_cat=1
split_feature=72 136 103 39 16 107 84 61 65 109 52 35 107 102 123 67 12 60 79 61 89 52 59 98 88 31 54 18 79 18
split_gain=1.77992 3.75729 4.4299 4.03909 4.06891 3.86427 4.11636 4.23988 4.0242 3.68585 3.28054 3.10066 3.31 3.47248 2.97562 2.87183 3.16036 3.58804 3.24229 2.82937 8.9768 4.91148 4.57855 4.27236 4.50971 4.22299 3.69848 3.69439 4.34104 3.52116
threshold=0.84564295411109935 0 0.75439235568046581 10.34999990463257 10.405000209808351 -0.85778436064720143 0.80810594558715831 0.8981938660144807 40.854999542236335 0.95171076059341442 18.095000267028812 10.449999809265138 -0.67036622762680043 -0.85494005680084217 0.31729258596897131 25.025000572204593 3.0149999856948857 0.38292869925498968 11.684999942779543 0.46659608185291296 0.12824647873640063 7.7750000953674325 211.86195373535159 -0.92142263054847706 -0.52301311492919911 1017.5499877929689 22.144999504089359 14.039999961853029 2.7749999761581425 11.120000362396242
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=19 2 3 5 9 6 -2 -8 -7 15 14 -6 13 -13 -4 16 18 -18 -5 21 22 26 25 -23 -25 -21 -1 28 -24 -30
right_child=1 -3 10 4 11 8 7 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 20 -22 23 27 24 -26 -27 -28 -29 29 -31
leaf_value=-5.50925416273568e-07 8.6797737749293445e-06 -0.00043076479423275041 0.0017612871615118519 -0.002477597980061948 -0.00081771504421611926 0.00186920507827263 0.0049844375472334881 0.025857257649302485 -0.0029532580002342001 0.0040551475031709635 -0.00039165633869049957 -0.010548394618025567 -0.00075125969124621511 0.00044341777894203646 -0.0023464000399789622 1.6977884829432011e-05 -0.0069904489362684931 -0.0019877510463699637 -0.00035831221901079594 -0.00010171481101082001 0.0025541453986163676 -0.0013952198170678644 0.0010987408704506427 -0.00070587655812917377 0.00095441886880063935 -0.0013521214926649062 -0.0049871201648236689 -8.4330835394139485e-05 -7.1752237890782933e-05 0.00047536575380218143
leaf_weight=882314 525 70727 7609 2768 8678 1189 907 25 680 365 3093 72 7271 35022 468 4454 507 1223 5186 42026 3865 11748 17961 12945 5979 8045 372 64360 47446 77352
leaf_count=882314 525 70727 7609 2768 8678 1189 907 25 680 365 3093 72 7271 35022 468 4454 507 1223 5186 42026 3865 11748 17961 12945 5979 8045 372 64360 47446 77352
internal_value=-3.53769e-06 -0.000165266 6.93798e-05 -8.0412e-05 -0.000166666 0.00161941 0.00354967 0.00554433 0.000114644 -0.000905718 0.000993028 4.33233e-05 0.000219697 0.000420867 0.00152328 -0.00103379 -0.00151708 -0.00345386 -0.00109583 1.72247e-05 0.000162389 -2.42659e-05 0.000126446 -0.000646262 -0.00018131 -0.00030262 -2.65247e-06 0.000230172 0.00037196 0.000267361
internal_weight=1.32518e+06 150769 80042 68872 65546 3326 1457 932 1869 14503 11170 51043 42365 35094 8077 14138 9684 1730 7954 1.17441e+06 261055 913358 257190 30672 18924 50071 882686 207119 142759 124798
internal_count=1325182 150769 80042 68872 65546 3326 1457 932 1869 14503 11170 51043 42365 35094 8077 14138 9684 1730 7954 1174413 261055 913358 257190 30672 18924 50071 882686 207119 142759 124798
cat_boundaries=0 1
cat_threshold=790
is_linear=0
shrinkage=0.05


Tree=196
num_leaves=31
num_cat=2
split_feature=31 92 39 136 28 54 40 63 136 23 7 82 8 89 100 29 38 8 77 96 85 8 74 113 103 17 80 72 29 38
split_gain=1.73213 3.91031 3.1728 2.63159 3.9209 3.52151 3.2337 3.25451 2.70504 2.91098 2.51383 2.46536 2.30514 2.85564 2.28483 2.20714 1.98612 1.97074 1.9201 4.75017 1.77463 1.98037 2.31398 1.63785 4.07006 3.74353 2.98723 3.18608 3.75822 4.72018
threshold=1023.4500122070314 0.43059983849525457 7.4500000476837167 0 1028.549987792969 8.8249998092651385 4.5499999523162851 0.31047247350215917 1 9.0850000381469744 8.1500000953674334 334.88758850097662 8.0500001907348651 -0.71310263872146595 -0.46851761639118189 1025.9500122070315 7.2500000000000009 10.449999809265138 12.465000152587892 -0.94700333476066578 0.75324574112892162 10.34999990463257 0.61094942688941967 0.095842104405164733 -0.22727308422327039 15.405000209808351 316.51670837402349 0.73955231904983532 1015.3500061035157 12.34999990463257
decision_type=2 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
left_child=23 3 10 4 11 12 7 -6 9 -9 -3 -2 13 -5 15 -15 -14 -13 -16 -20 21 -18 -23 -1 25 26 27 28 29 -25
right_child=1 2 -4 5 6 -7 -8 8 -10 -11 -12 17 16 14 18 -17 20 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=2.5546988829789963e-06 0.00015994619167392009 0.0015546361170709134 2.6907243980792057e-06 -0.0015860586392370186 0.026374839849415278 -0.00036390548430921749 -0.00077511627055762509 0.015179447575026881 0.00021529678098078069 0.0026661441642014932 0.026623680060729384 -0.007801392855139826 0.013677732929587363 -0.0021758978984120192 -0.0053012980368930748 0.014037953034858219 0.00018119350177212023 0.0061432872704851134 0.021894841050000294 -0.0043913110683206471 -0.00090200103161884289 0.018760848910126179 0.0032230769119718501 0.0097220212210195681 5.3320799616438924e-05 0.0034033693115003067 -0.0042261941224875808 -0.0025072207080605452 -0.00063250012845640744 0.0018564294190186994
leaf_weight=1200610 3774 20 61765 6711 21 13896 193 115 134 78 20 163 25 61 1114 32 195 30 23 68 2566 37 68 202 25668 1738 285 577 1572 3421
leaf_count=1200610 3774 20 61765 6711 21 13896 193 115 134 78 20 163 25 61 1114 32 195 30 23 68 2566 37 68 202 25668 1738 285 577 1572 3421
internal_value=-3.36097e-06 -0.000213745 1.18074e-05 -0.000689456 0.000421687 -0.000891276 0.00441566 0.00729445 0.00606911 0.00962362 0.0140892 -0.000121929 -0.00156442 -0.00200128 -0.00414807 0.00340306 -0.000354181 -0.00563383 -0.00473085 0.00225244 -0.000476581 0.00316218 0.00869829 1.21712e-05 0.000357199 0.00135784 0.000770888 0.00101763 0.00140912 0.00229497
internal_weight=1.32518e+06 91109 61805 29304 4508 24796 541 348 327 193 40 3967 10900 8009 1298 93 2891 193 1205 91 2866 300 105 1.23407e+06 33463 7795 6057 5772 5195 3623
internal_count=1325182 91109 61805 29304 4508 24796 541 348 327 193 40 3967 10900 8009 1298 93 2891 193 1205 91 2866 300 105 1234073 33463 7795 6057 5772 5195 3623
cat_boundaries=0 1 2
cat_threshold=52 16
is_linear=0
shrinkage=0.05


Tree=197
num_leaves=31
num_cat=4
split_feature=72 64 67 67 12 64 136 12 136 70 79 23 39 136 53 15 37 70 94 56 17 76 115 111 20 112 31 12 136 38
split_gain=1.6494 3.58636 5.2976 4.7506 4.7773 4.35201 4.25421 3.82898 6.40846 3.71794 3.59084 3.51388 6.2884 4.12381 4.12652 6.2623 3.84588 4.64459 4.22855 3.65313 3.4621 3.44762 3.83798 3.78568 3.47785 3.37751 5.0076 4.62558 5.17205 3.83002
threshold=0.80311268568038952 6.4149999618530282 7.7049999237060556 12.654999732971193 1.794999957084656 10.454999923706056 0 1.4049999713897707 1 325.97679138183599 2.7749999761581425 7.2049999237060556 12.449999809265138 2 6.6549999713897714 2.3149999380111699 13.050000190734865 285.39624023437506 -0.84805816411972035 278.27612304687506 6.9049999713897714 29.945000648498539 -0.44618082046508784 0.46422289311885839 5.4549999237060556 -0.79332312941551197 1012.4500122070314 1.3350000381469729 3 20.150000572204593
decision_type=2 2 2 2 2 2 1 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=1 2 -1 4 25 -5 -6 8 -4 -7 -10 12 13 14 15 -2 -13 18 -18 -19 -9 22 23 -17 -23 26 29 28 -28 -3
right_child=11 3 7 5 6 9 -8 20 10 -11 -12 16 -14 -15 -16 21 17 19 -20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=9.5577582573339189e-06 -2.8891475757989067e-05 0.002934458998625415 0.0023056037447490131 -0.0007454065961763315 -0.0010008605968187929 0.00022976393617572203 0.00039427796144868353 -0.0022851153008316785 0.0007616837982608116 -0.0023211994006338563 -0.0021797417546791779 -0.0002350645190916747 -0.00074103888822200979 -0.0005622120576458644 -0.00036616712109671608 3.6056413164310153e-05 -0.003756730146852641 0.0012490394664324903 -0.00017893447893668155 0.00029267381284026604 -9.6512002038688581e-05 0.014546742425817584 -0.0010748132492634887 0.0039901493010361926 0.00055796673099081564 0.00025089151288951004 0.0050794293305637707 0.00063552258128686317 0.0012192805462295318 0.013086024854843951
leaf_weight=900595 8247 2889 1040 16670 6348 58652 38878 1965 1184 1464 8390 70423 50243 15146 9315 732 858 13510 22039 38272 22465 45 567 3498 3517 10084 1345 14231 2474 96
leaf_count=900595 8247 2889 1040 16670 6348 58652 38878 1965 1184 1464 8390 70423 50243 15146 9315 732 858 13510 22039 38272 22465 45 567 3498 3517 10084 1345 14231 2474 96
internal_value=-3.19284e-06 2.28005e-05 -1.39114e-05 0.000247112 0.000526407 -3.05791e-05 0.00019832 -0.000617045 -0.00140996 0.000167641 -0.00181409 -0.000122902 -0.000365902 9.3055e-05 0.00047597 0.000948646 3.00132e-05 0.000279984 -0.000313002 0.000542191 -0.00027255 0.00191309 0.0027881 0.00330589 0.000734692 0.00100322 0.00136389 0.00105016 0.00259527 0.00326094
internal_weight=1.32518e+06 1.08877e+06 935639 153131 76345 76786 45226 35044 10614 60116 9574 236412 91310 41067 25921 16606 145102 74679 22897 51782 24430 8359 4797 4230 3562 31119 21035 18050 3819 2985
internal_count=1325182 1088770 935639 153131 76345 76786 45226 35044 10614 60116 9574 236412 91310 41067 25921 16606 145102 74679 22897 51782 24430 8359 4797 4230 3562 31119 21035 18050 3819 2985
cat_boundaries=0 1 2 3 4
cat_threshold=2144 2080 2900 2822
is_linear=0
shrinkage=0.05


Tree=198
num_leaves=31
num_cat=1
split_feature=31 92 136 38 115 64 37 35 7 4 98 35 67 84 4 22 71 127 102 90 29 120 125 77 83 56 87 90 123 62
split_gain=1.54581 3.19577 3.72844 2.76277 2.45947 2.79076 2.30571 2.62201 1.75077 3.92521 3.29848 2.57711 2.04644 1.88778 1.94547 2.26454 1.86083 1.8526 1.69977 1.66574 1.64033 2.29454 1.71912 1.5183 2.3338 2.27388 2.19738 2.132 1.92896 1.8984
threshold=1023.6499938964845 -0.21159716695547101 0 7.1499998569488534 -0.66259482502937306 1.435000002384186 11.250000000000002 10.949999809265138 2.8500000238418584 8.1500000953674334 -0.94144192337989796 13.250000000000002 34.604999542236335 0.77806890010833751 3.8500000238418584 7.6250000000000009 282.15760803222662 0.49240480363368994 -0.51830387115478505 -0.83982247114181507 1022.1499938964845 -0.82409480214118946 0.98321744799613964 52.550001144409187 342.08094787597662 252.66297912597659 0.86736947298049938 -0.60696274042129505 0.8140845298767091 0.3929553776979447
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=23 2 8 -3 6 -6 7 -4 9 11 -11 12 18 16 -15 17 -13 -16 -2 -18 21 -10 -23 -1 25 28 29 -28 -25 -26
right_child=1 3 4 -5 5 -7 -8 -9 20 10 -12 13 -14 14 15 -17 19 -19 -20 -21 -22 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=1.5347635453426994e-05 0.010585889409951589 0.018449776452034713 -0.00015177564458562095 -0.00013603677925585781 0.0048805528224851839 -0.0095039609819650653 -0.0031751036625058114 0.015852501385873467 0.014731064366787906 0.0050429233879020277 0.028754558752883564 -0.0020536591878247469 0.0084293630525040363 0.002649958757683635 0.012111910735742033 0.0015213598674606709 0.00034201404672454705 0.032716640345752245 -0.0021893870282364745 0.020029340205448016 -0.0018201479012849011 -0.0004941453685053343 0.013747976088653441 -0.0029012015701235473 0.0041403915684082009 -0.00040301159209455448 0.0084302984844808557 -0.0055771000630838773 0.0086610765875996774 0.018349987950641661
leaf_weight=1232914 27 20 114 79860 39 249 1264 33 32 44 22 129 53 62 24 21 22 20 730 21 1958 269 23 1439 57 5544 44 71 37 40
leaf_count=1232914 27 20 114 79860 39 249 1264 33 32 44 22 129 53 62 24 21 22 20 730 21 1958 269 23 1439 57 5544 44 71 37 40
internal_value=-3.03039e-06 -0.000209258 -0.00141573 -0.000131383 -0.00332571 -0.00755606 -0.00248583 0.00344102 -0.000466075 0.00110068 0.0129468 0.000395677 -0.00106874 0.00436282 0.00898634 0.0150303 0.000948944 0.0214777 -0.00173373 0.00995675 -0.00127484 0.00202059 0.000627666 1.11105e-05 -0.000711242 -0.000867331 0.00445736 -0.000217748 -0.00261136 0.01
internal_weight=1.32518e+06 85036 5156 79880 1699 288 1411 147 3457 1175 66 1109 810 299 127 65 172 44 757 43 2282 324 292 1.24015e+06 7232 7020 212 115 1476 97
internal_count=1325182 85036 5156 79880 1699 288 1411 147 3457 1175 66 1109 810 299 127 65 172 44 757 43 2282 324 292 1240146 7232 7020 212 115 1476 97
cat_boundaries=0 1
cat_threshold=1268
is_linear=0
shrinkage=0.05


Tree=199
num_leaves=31
num_cat=3
split_feature=72 64 136 39 8 19 35 38 34 55 86 92 61 15 72 60 13 111 15 136 65 52 17 73 52 136 35 116 23 92
split_gain=1.47245 3.26565 4.18171 5.00765 3.45357 4.98811 7.17436 4.32023 8.45995 8.11476 5.66431 4.18021 4.02028 3.3895 3.34085 3.50687 4.36123 6.96721 5.36863 4.44152 3.90328 4.50799 3.84989 3.63659 4.11671 3.9293 6.11538 4.65597 5.0247 4.02809
threshold=0.80311268568038952 6.4149999618530282 0 8.9499998092651385 4.0499999523162851 8.7100000381469744 18.250000000000004 14.750000000000002 12.750000000000002 3.4450000524520878 0.82441917061805736 0.29931190609931951 0.47387257218360906 1.2749999761581423 0.56462520360946666 0.58242323994636547 1.3949999809265139 0.13841843605041507 1.2150000333786013 1 0.92500001192092907 1.4450000524520876 7.4149999618530282 0.57706516981124889 1.2649999856948855 2 5.6499998569488534 0.608738273382187 6.2249999046325692 -0.33370478451251978
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 1 2 2 2 2
left_child=1 14 4 -4 5 6 7 8 -3 10 -10 -12 -8 -5 -1 16 17 18 -16 -20 -21 -22 -18 24 -24 -25 27 -27 -29 -30
right_child=-2 2 3 13 -6 -7 12 -9 9 -11 11 -13 -14 -15 15 -17 22 -19 19 20 21 -23 23 25 -26 26 -28 28 29 -31
leaf_value=2.7268180009801889e-05 -0.00011598497359231773 0.0015194600642312326 0.0073607278021617711 0.0013637870689692585 0.00035966856697812358 0.00095598914855843159 0.026363825669546648 -0.0017182245695122136 0.0032762903814997388 0.0023928944154406819 0.017299168295586104 0.036002836339175705 0.0027339168548308041 -2.3894365966321736e-05 -0.00046091092610986282 0.00016565916186372139 -0.00077918941791056456 -0.0011420589298542301 -0.0040001950822588896 -0.0023204866348203483 0.0042336151686899253 0.0010001272074714885 0.0036345766307629953 -0.001044776660299968 0.00061723132800150214 0.00055885854004354208 0.00020377495884828646 0.0028855865016642686 0.01630352261546068 0.042853783369064334
leaf_weight=789680 236412 707 234 4606 36304 11883 54 341 54 162 118 40 27 98601 15023 40017 13596 33536 352 530 1723 2879 1423 7291 5498 97 23876 48 50 20
leaf_count=789680 236412 707 234 4606 36304 11883 54 341 54 162 118 40 27 98601 15023 40017 13596 33536 352 530 1723 2879 1423 7291 5498 97 23876 48 50 20
internal_value=-2.87887e-06 2.16806e-05 0.000235728 5.45959e-05 0.00061266 0.00129925 0.00401317 0.0031887 0.00473658 0.0108181 0.0172563 0.0220343 0.0184872 3.80361e-05 -1.33513e-05 -0.000233114 -0.000383741 -0.000698118 2.78779e-05 0.00136688 0.00173941 0.00221075 -5.63774e-05 0.000200191 0.00123762 -2.86028e-05 0.000279254 0.00867428 0.0153454 0.0238893
internal_weight=1.32518e+06 1.08877e+06 153131 103441 49690 13386 1503 1422 1081 374 212 158 81 103207 935639 145959 105942 54043 20507 5484 5132 4602 51899 38303 6921 31382 24091 215 118 70
internal_count=1325182 1088770 153131 103441 49690 13386 1503 1422 1081 374 212 158 81 103207 935639 145959 105942 54043 20507 5484 5132 4602 51899 38303 6921 31382 24091 215 118 70
cat_boundaries=0 1 2 3
cat_threshold=3712 1794 4624
is_linear=0
shrinkage=0.05


Tree=200
num_leaves=31
num_cat=0
split_feature=66 52 104 39 77 54 61 58 125 75 12 14 59 76 38 105 34 121 121 29 7 37 18 28 57 7 38 63 103 28
split_gain=1.93229 5.10511 4.6352 3.83945 3.50701 3.39866 3.14238 3.32117 2.97316 2.92947 2.69846 2.61984 3.16652 3.576 3.68971 2.51898 2.48757 2.47225 2.46295 2.45806 2.85598 2.78998 2.78772 2.83757 2.79397 3.54109 2.7908 2.73527 2.72363 2.3518
threshold=29.664999961853031 10.515000343322756 -0.73980924487113942 17.349999427795414 25.275000572204593 20.695000648498539 0.47863142192363745 155.46225738525393 0.49240480363368994 0.84309181571006786 2.2549999952316289 2.0249999761581425 231.51350402832034 17.335000038146976 17.650000572204593 1.0000000180025095e-35 3.3500000238418584 -0.79332312941551197 0.23343648016452792 1024.2500000000002 7.3500001430511483 12.449999809265138 8.7100000381469744 1017.0499877929689 321.91975402832037 14.050000190734865 12.250000000000002 0.53904587030410778 0.5346469283103944 1012.9500122070314
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=9 2 3 10 5 -5 -3 -8 -4 -1 -2 16 13 14 -13 19 -11 -12 -17 21 -21 22 24 26 -10 -26 -24 -23 -25 -28
right_child=1 6 8 4 -6 -7 7 -9 15 11 17 12 -14 -15 -16 18 -18 -19 -20 20 -22 27 23 28 25 -27 29 -29 -30 -31
leaf_value=4.9203146218965485e-06 0.00017802397278207757 -0.0016000013013250957 -0.0010539477757964201 0.0040220397452419973 0.027542261946946384 0.025526189125375822 -0.012561347089313829 7.9649196946299448e-05 0.0042385170238237058 -0.003819854453226728 -0.0003441833913937177 0.0024958746024493885 -0.00018114897472303599 -0.00012769125463515862 -0.0094558930250279848 0.010930644482589113 -0.00051324489868694078 0.0020831101080859989 -0.0071502075682434709 0.0025011661567635114 -0.0058620612844758604 -0.001957116614336295 -0.00025295014689181284 -0.0014515549950263943 0.0057952703804066584 0.033553427131846551 0.012565330384632596 0.0011961884944675439 0.0044258227990339348 0.00091172129726938662
leaf_weight=1129308 3625 2940 3807 226 20 20 52 67387 232 576 1199 2992 48349 3345 66 104 45419 8387 23 155 299 1404 2098 247 27 20 81 1348 976 93
leaf_count=1129308 3625 2940 3807 226 20 20 52 67387 232 576 1199 2992 48349 3345 66 104 45419 8387 23 155 299 1404 2098 247 27 20 81 1348 976 93
internal_value=-1.36555e-06 0.000216182 0.000839549 0.00145982 0.00740733 0.00577034 1.43886e-07 6.99021e-05 7.36106e-05 -1.81266e-05 0.00134007 -0.000276467 -4.27734e-05 0.0010021 0.00223792 0.000677609 -0.000554654 0.00177951 0.00765616 0.000550635 -0.00300677 0.000798117 0.00168093 0.00129698 0.0064906 0.0176073 0.000251713 -0.000412547 0.00323881 0.00633668
internal_weight=1.32482e+06 94770 24391 13477 266 246 70379 67439 10914 1.23006e+06 13211 100747 54752 6403 3058 7107 45995 9586 127 6980 454 6526 3774 3495 279 47 2272 2752 1223 174
internal_count=1324825 94770 24391 13477 266 246 70379 67439 10914 1230055 13211 100747 54752 6403 3058 7107 45995 9586 127 6980 454 6526 3774 3495 279 47 2272 2752 1223 174
is_linear=0
shrinkage=0.05


Tree=201
num_leaves=31
num_cat=0
split_feature=66 52 104 39 78 62 58 125 67 12 103 80 93 26 122 69 12 34 89 105 121 29 37 54 18 31 103 57 30 90
split_gain=1.7439 4.60736 4.18326 3.4651 3.79144 2.96699 2.97142 2.68328 2.65393 6.61889 4.59543 4.78214 4.56133 2.58249 2.90046 4.15297 2.4377 2.40968 2.72481 2.27338 2.22281 2.2184 2.51795 2.61547 2.51591 2.56316 2.56523 2.52156 3.03438 2.43882
threshold=29.664999961853031 10.515000343322756 -0.73980924487113942 17.349999427795414 25.564999580383304 0.47899551689624792 155.46225738525393 0.49240480363368994 15.175000190734865 1.5549999475479128 -0.67972928285598744 272.87165832519537 -0.71302974224090565 312.50000000000006 -0.35019405186176294 313.82864379882818 2.185000061988831 18.550000190734867 0.24216368794441226 1.0000000180025095e-35 0.23343648016452792 1024.2500000000002 12.449999809265138 4.2249999046325692 8.7100000381469744 1017.7500000000001 0.53211331367492687 321.91975402832037 1015.6499938964845 -0.3479014784097671
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 16 13 -3 -7 -4 -1 10 11 -10 -12 -5 15 -15 -2 18 -11 21 -21 22 24 -24 27 29 -27 -9 -29 -26
right_child=1 5 7 4 -6 6 -8 19 9 17 12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=7.1718212544344982e-06 -5.0796706137164474e-06 -0.001722447590009211 -0.0010012503948429673 0.001199334335027251 0.022898751034429579 -0.014938614906912501 6.8606593154813285e-05 0.004026591178212427 -0.0010346533641782836 -8.8126622437826124e-05 -0.0038650752250290379 0.024982592514292759 -0.0010670211920603984 0.037743719571153633 0.0017696005456587849 0.005521937692537904 0.0016339833983254417 -0.0025066719191644054 -0.0021970453759422525 0.010384112236967597 -0.0067926971990939075 -0.0028564356169371048 -0.0024811626712475231 0.00074532245107384763 0.001055528395626398 -0.0012467632620127627 0.0049126145613194554 0.02916385508142412 0.0037491855920170959 -0.0032906377682982053
leaf_weight=1107854 2909 2414 3807 159 33 33 67932 232 38 111352 1898 33 6262 20 34 20 10302 1065 1553 104 23 454 970 1782 2176 221 719 24 23 379
leaf_count=1107854 2909 2414 3807 159 33 33 67932 232 38 111352 1898 33 6262 20 34 20 10302 1065 1553 104 23 454 970 1782 2176 221 719 24 23 379
internal_value=-1.29728e-06 0.000205373 0.000797572 0.00138683 0.00703696 1.36693e-07 6.13199e-05 6.99301e-05 -1.72202e-05 -0.000238355 -0.00160764 0.0110579 -0.00171784 0.00479045 0.0125065 0.0216328 0.00127307 -0.000139464 -0.000117135 0.000643728 0.00727335 0.000523103 0.000758211 -0.00039192 0.00159689 0.00123214 0.00346451 0.00616607 0.0167269 0.000410833
internal_weight=1.32482e+06 94770 24391 13477 266 70379 67965 10914 1.23006e+06 122201 8231 71 8160 233 74 40 13211 113970 112905 7107 127 6980 6526 2752 3774 3495 940 279 47 2555
internal_count=1324825 94770 24391 13477 266 70379 67965 10914 1230055 122201 8231 71 8160 233 74 40 13211 113970 112905 7107 127 6980 6526 2752 3774 3495 940 279 47 2555
is_linear=0
shrinkage=0.05


Tree=202
num_leaves=31
num_cat=1
split_feature=36 113 99 99 22 72 57 26 136 0 53 104 76 67 56 87 89 0 113 35 53 39 33 42 131 3 20 62 25 66
split_gain=1.69257 2.94403 2.59868 2.622 1.59457 4.12605 3.66846 3.93272 6.19753 3.9286 3.84189 3.47044 8.15643 5.47517 5.25304 5.65589 5.10292 4.98619 4.44564 4.15806 4.90518 6.22393 4.05501 4.03447 3.99219 3.95664 3.76972 3.4958 3.22196 3.19352
threshold=6.6499998569488534 -0.53727915883064259 -0.84316265583038319 -0.68843662738800038 6.2449998855590829 0.44740958511829382 199.13560485839847 310.50000000000006 0 333.50000000000006 1.6250000000000002 -0.69150668382644642 1.7250000238418581 0.39499999582767492 325.80848693847662 0.73265409469604503 0.5242438316345216 12.500000000000002 0.38266885280609136 14.750000000000002 0.30500000715255743 13.250000000000002 16.550000190734867 16.750000000000004 335.50000000000006 351.50000000000006 4.6250000000000009 0.27647173404693609 269.50000000000006 2.4750000238418584
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 -1 -4 5 11 7 9 10 -7 -9 12 14 16 -2 -16 23 19 26 20 21 -15 -21 -14 29 -22 -19 -20 -17 -13
right_child=4 -3 3 -5 -6 6 -8 8 -10 -11 -12 24 13 17 15 28 -18 18 27 22 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.025162949174642565 -0.0020502081863752008 -0.0024083109767135571 -0.0022888061396467191 0.020290698260068893 3.8751131022277916e-05 -0.00085953060131369475 -0.00014708672437080416 -3.5152676018770298e-05 -0.0007697448154061193 -0.002990346999655267 0.0029715487876470869 8.0590809335317036e-06 0.0018986824478415588 -0.0089400578452193229 -0.003386991348390172 0.033324830923919323 0.010961771370976099 -0.0016868016082062281 -0.003356690922548056 -0.0023876555016403346 0.003058415702372543 0.020271760940191931 0.0048299430532203237 0.012196438170361278 -0.0072317782424003484 0.024409357813948936 0.00041065536884776706 0.0060350340575747452 0.0072116759117870112 -0.0011264766079298481
leaf_weight=25 3488 67 36 20 856161 23350 132786 1988 8387 2384 2282 256992 3229 23 41 27 175 2385 121 623 1584 88 283 98 192 22 21044 547 21 6356
leaf_count=25 3488 67 36 20 856161 23350 132786 1988 8387 2384 2282 256992 3229 23 41 27 175 2385 121 623 1584 88 283 98 192 22 21044 547 21 6356
internal_value=-1.23241e-06 0.0053455 0.0117591 0.0057753 -1.82978e-06 -7.59869e-05 -0.000271546 -0.000702023 1.95657e-05 -0.00105693 0.00156804 3.65958e-05 0.000513584 0.000780803 -0.00174414 0.0102511 0.00263975 0.000537163 0.000311815 0.00260739 0.00405348 0.0142189 -0.000133152 0.00220201 -2.45779e-05 0.00335089 0.000197141 0.00433384 0.0219003 -1.93234e-05
internal_weight=1.32482e+06 148 81 56 1.32468e+06 468516 171177 38391 12657 25734 4270 297339 33799 30222 3577 89 3502 26720 24097 2623 1717 111 906 3327 263540 1606 23429 668 48 263348
internal_count=1324825 148 81 56 1324677 468516 171177 38391 12657 25734 4270 297339 33799 30222 3577 89 3502 26720 24097 2623 1717 111 906 3327 263540 1606 23429 668 48 263348
cat_boundaries=0 1
cat_threshold=582
is_linear=0
shrinkage=0.05


Tree=203
num_leaves=31
num_cat=4
split_feature=16 88 84 133 95 36 70 33 27 38 136 20 54 87 37 76 10 56 98 8 109 60 78 53 75 5 136 127 136 136
split_gain=1.55028 1.78124 1.53027 1.72775 1.64068 2.5876 1.57627 6.33644 5.31281 3.42646 4.69067 3.85548 3.65643 4.70408 3.92642 4.08741 3.99328 3.97609 3.67454 3.52968 3.52941 3.52316 3.46633 4.18553 3.64692 3.401 4.61821 3.39789 3.3585 3.13008
threshold=20.04999923706055 1.0000000180025095e-35 0.92630285024642955 1016.7500000000001 -0.95779296755790699 12.949999809265138 311.33485412597662 12.550000190734865 196.50000000000003 12.750000000000002 0 5.1849999427795419 0.9350000023841859 0.8776526451110841 10.84999990463257 14.22499990463257 5.2500000000000009 240.16697692871097 -0.40338765084743494 10.250000000000002 0.66409397125244152 0.43373903632164007 16.964999198913578 10.465000152587892 0.9051501750946046 3.0499999523162846 1 0.9996192753314973 2 3
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 1 1
left_child=2 -2 6 4 5 -4 -1 -8 -9 10 11 -10 13 14 -12 -16 -17 -18 -14 -19 28 25 -13 24 27 26 -22 -24 -11 -27
right_child=1 -3 3 -5 -6 -7 7 8 9 20 12 22 18 -15 15 16 17 19 -20 -21 21 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-9.8622780393475606e-06 -0.00074554997459858399 -0.007881394493540101 -0.0090624968363033007 0.011784009433230731 -0.00063020609301972822 -0.0011201033892949978 -0.00022018010197369831 0.0038218872891554083 -0.0041758220215747854 0.0017505259533510374 -0.014293615475651764 0.00095516512335317057 -0.00023274407498746161 -0.0015837439051999457 0.0015027034457464627 -0.0038024466654116456 0.0076277274714337418 0.030104297076008826 -0.0063530283671237673 0.010583232519909358 0.0054844834142452302 0.00063071979740725217 0.0042990571364530513 -0.00084502496650392615 0.013465581339455713 -0.0024121057626669776 -0.002222191477239331 0.022855966031551364 0.00021097937929980405 0.00020506449169388694
leaf_weight=1216388 5030 89 153 27 4972 311 46955 1237 193 7161 21 1255 1721 301 148 33 92 57 286 39 197 13178 1859 349 122 1267 3503 25 7023 10833
leaf_count=1216388 5030 89 153 27 4972 311 46955 1237 193 7161 21 1255 1721 301 148 33 92 57 286 39 197 13178 1859 349 122 1267 3503 25 7023 10833
internal_value=-1.17108e-06 -0.000869615 2.19752e-06 -0.0008329 -0.000895566 -0.00373904 5.66882e-06 0.000198728 0.000585169 0.00050455 0.00157468 0.00270234 -2.47527e-05 0.00311214 0.0067364 0.00793323 0.0122396 0.0150555 -0.00110489 0.0221739 0.000343368 2.70416e-05 0.00307755 0.00420859 0.00508781 -0.000476457 -0.00180305 0.0045453 0.000989625 -7.08054e-05
internal_weight=1.32482e+06 5119 1.31971e+06 5463 5436 464 1.31424e+06 97855 50900 49663 6501 3803 2698 691 390 369 221 188 2007 96 43162 28978 3610 2355 2006 15800 3700 1884 14184 12100
internal_count=1324825 5119 1319706 5463 5436 464 1314243 97855 50900 49663 6501 3803 2698 691 390 369 221 188 2007 96 43162 28978 3610 2355 2006 15800 3700 1884 14184 12100
cat_boundaries=0 1 2 3 4
cat_threshold=898 512 259 4672
is_linear=0
shrinkage=0.05


Tree=204
num_leaves=31
num_cat=3
split_feature=36 113 99 99 135 52 61 89 97 52 136 56 98 110 136 43 136 16 39 7 120 111 36 55 78 2 109 78 39 113
split_gain=1.52956 2.66886 2.6207 2.73755 1.52784 2.37793 1.60513 7.20347 6.62009 5.64596 3.93467 3.80446 4.02836 3.66502 8.92334 6.63336 10.6529 12.043 8.42419 7.47797 7.03224 6.46563 6.34637 5.28479 4.97793 4.92956 4.66022 5.68287 5.40046 4.56291
threshold=6.6499998569488534 -0.52247866988182057 -0.84316265583038319 -0.68843662738800038 1022.5499877929689 9.9749999046325701 0.45975889265537268 1.0000000180025095e-35 -0.38103245198726649 7.7750000953674325 0 208.23266601562503 -0.91033899784088124 0.34707598388195043 1 2.0499999523162846 2 13.344999790191652 16.150000572204593 4.8500001430511483 -0.90255093574523915 0.057708380743861205 10.84999990463257 0.47499999403953558 1.5950000286102297 216.50000000000003 -0.75083780288696278 0.99500000476837169 11.150000095367433 0.87878364324569713
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 9 -8 -9 13 -10 12 -11 14 26 16 25 21 -17 20 -20 22 -18 -23 -22 -16 27 -2 -29 -24
right_child=4 -3 3 -5 5 -7 7 8 10 11 -12 -13 -14 -15 15 18 17 -19 19 -21 24 23 29 -25 -26 -27 -28 28 -30 -31
leaf_value=0.023996052776391691 0.016878364585778294 -0.0029369342369866686 -0.0026364737917901949 0.019656945569884211 -0.0029866211095500531 -0.00020125743852767794 5.3010038851507727e-05 0.0022025700071207194 -0.0038686831644092444 -0.0016608925840966666 0.00065416455095798013 -0.00095653355127535932 0.0010821212913182446 2.1109427492934326e-05 0.00054163342942695452 -0.0019557049288491143 -0.0025569251295688598 -0.0033218199092533091 -0.0020266057538530324 0.0020851208600049902 -0.0017088427277076866 -0.0022509637973252838 0.0010542159799870685 0.00033001560503269193 0.00097197928233904373 0.0029501487067855815 -0.001719029970161215 0.0058289735760779001 -0.00060717012851030979 -0.0077326515695742715
leaf_weight=26 51 61 40 21 1083 2620 382149 7056 754 1814 1295 25922 5106 814603 3743 8554 1366 2622 5114 3344 2323 4002 17547 3932 6802 4913 14333 364 3116 149
leaf_count=26 51 61 40 21 1083 2620 382149 7056 754 1814 1295 25922 5106 814603 3743 8554 1366 2622 5114 3344 2323 4002 17547 3932 6802 4913 14333 364 3116 149
internal_value=-1.11139e-06 0.00508163 0.0107038 0.00503831 -1.67926e-06 -0.00101588 1.16378e-06 8.61258e-05 0.00147604 -3.45908e-05 -0.00102586 -0.000678485 0.000363071 -1.10126e-05 -0.000329052 -5.47102e-05 0.000364589 -8.66459e-05 -0.000668736 -4.26353e-05 -0.000542334 0.00022754 0.000726755 -0.00097186 0.000289508 0.00190646 -0.00131746 0.000308865 6.60357e-05 0.000980231
internal_weight=1.32482e+06 148 87 61 1.32468e+06 3703 1.32097e+06 391254 9105 929720 2049 32842 6920 896878 82275 64411 38274 29618 26137 17583 14239 26996 19062 7934 9125 8656 17864 3531 3480 17696
internal_count=1324825 148 87 61 1324677 3703 1320974 391254 9105 929720 2049 32842 6920 896878 82275 64411 38274 29618 26137 17583 14239 26996 19062 7934 9125 8656 17864 3531 3480 17696
cat_boundaries=0 1 2 3
cat_threshold=1349 4423 48
is_linear=0
shrinkage=0.05


Tree=205
num_leaves=31
num_cat=2
split_feature=107 12 115 52 41 11 96 108 21 76 38 120 13 136 41 136 61 10 73 32 106 90 25 19 20 84 2 24 41 31
split_gain=1.79322 4.80803 5.27075 4.39676 8.29691 6.05944 5.12479 4.28387 7.3347 4.14327 4.12709 5.7916 5.10677 4.66707 3.87725 7.38027 4.36288 3.87123 3.78715 4.46502 3.76139 4.22021 4.90232 3.76088 4.08842 3.75282 4.38605 3.75248 3.69749 4.27248
threshold=-0.77390247583389271 0.63499999046325695 0.30069434642791754 0.81499999761581432 15.250000000000002 6.3500001430511483 -0.93114688992500294 -0.074078932404518114 6.1849999427795419 1.7250000238418581 17.849999427795414 -0.3172925859689712 1.435000002384186 0 9.3499999046325701 1 0.47145876288414007 3.1499999761581425 0.28144313395023351 19.750000000000004 -0.89004117250442494 -0.2702909111976623 298.50000000000006 6.0650000572204599 7.1749999523162851 0.87665981054306041 196.50000000000003 328.50000000000006 12.550000190734865 1019.6499938964845
decision_type=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 2
left_child=1 -1 3 4 5 7 14 8 -3 17 12 -12 13 28 15 -5 20 -10 19 -6 21 -17 -23 -7 25 26 27 -25 -8 -30
right_child=-2 2 -4 6 18 23 10 -9 9 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0012190131786863623 -3.296065070683587e-05 0.0012405757742708779 0.0019528107079752289 0.0011230919172706324 -0.0068530602408025196 -0.0013460727283027502 -0.0011467362430717259 0.00072689505533919977 0.0050730808202085129 0.0037156952101855389 0.0003117209499354642 0.002185024830057238 0.0002926303435867085 3.8372998427804657e-05 -0.00093622996755810158 -0.00079932661821371606 -1.094593606624839e-05 0.015773544246207503 -0.0048551261663152042 0.017393670587930395 -0.00013730880940375097 -0.0039814709232897762 0.00074627422765981223 -0.001584237471410241 -0.0026512545268143808 -0.0003423629521471011 0.0018222121561762093 0.013938211600761861 0.0016522221602413498 0.016970920961519535
leaf_weight=6886 898892 5906 3857 11587 34 4238 14967 19641 192 1564 12878 6071 132844 30387 14839 18364 101739 151 922 43 20785 2250 725 1462 1070 6525 6613 40 264 55
leaf_count=6886 898892 5906 3857 11587 34 4238 14967 19641 192 1564 12878 6071 132844 30387 14839 18364 101739 151 922 43 20785 2250 725 1462 1070 6525 6613 40 264 55
internal_value=7.11291e-06 9.14931e-05 0.000112978 9.59266e-05 0.000543908 0.000638944 3.69668e-05 0.00112082 0.0021111 0.00480712 0.000210298 0.000911902 0.000135825 -0.000320259 -0.000164026 -9.03132e-05 -0.000188108 0.00978378 -0.00396547 0.00668732 -0.00061604 -0.00108234 -0.00282933 -2.42508e-05 0.00033233 0.000550392 0.00126823 -0.00117086 -0.00103253 0.00429338
internal_weight=1.32579e+06 426899 420013 416156 48401 47402 367755 27454 7813 1907 197466 18949 178517 45673 170289 155450 143863 343 999 77 42124 21339 2975 19948 15710 14640 8115 1502 15286 319
internal_count=1325791 426899 420013 416156 48401 47402 367755 27454 7813 1907 197466 18949 178517 45673 170289 155450 143863 343 999 77 42124 21339 2975 19948 15710 14640 8115 1502 15286 319
cat_boundaries=0 1 2
cat_threshold=3345 48
is_linear=0
shrinkage=0.05


Tree=206
num_leaves=31
num_cat=3
split_feature=93 4 19 122 57 19 136 111 21 115 34 108 136 54 38 87 69 15 42 120 65 126 13 64 136 119 3 18 84 104
split_gain=1.69948 5.22487 5.64946 7.14166 5.87851 7.07884 6.78765 7.52022 6.89451 6.19704 5.59667 5.31001 7.76337 5.22823 5.96926 5.78014 4.68646 5.18069 4.29114 6.14544 4.98184 4.45995 4.65747 6.11439 5.79707 4.23766 5.04566 4.21342 5.46491 4.98747
threshold=-0.088926088064908967 12.050000190734865 9.5450000762939471 0.11319890245795251 234.00138092041018 15.405000209808351 0 0.18171729147434237 7.1250000000000009 -0.30069434642791742 12.250000000000002 0.097509816288948073 1 3.8149999380111699 15.250000000000002 0.83305349946022045 292.18797302246099 0.91500002145767223 10.84999990463257 -0.73724925518035878 0.25499999523162847 0.88697704672813427 1.3750000000000002 15.664999961853029 2 0.94260558485984813 319.50000000000006 7.4149999618530282 0.64374849200248729 -0.91325184702873219
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=1 2 3 18 5 6 7 -4 -8 -7 -11 12 16 -9 15 -15 17 -10 21 20 -20 22 -1 24 -24 27 -27 -26 29 -29
right_child=-2 -3 4 -5 -6 9 8 13 11 10 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.00010783408325058023 -2.4948811713451241e-05 -0.001123047429008842 -0.0042410786504263505 -0.00052019292748061612 0.00033581988242713273 -0.00019927385209005875 -0.00059111925808449581 -0.0020567413184085985 0.0029615133617089829 -0.0013186533404248484 0.001910278980160916 0.00085363545506393851 0.00011899212088129171 -0.00058534263578123222 -0.0012396209002018613 0.0030985558956664085 0.0033328672932330717 -0.0064557886163698688 0.019215273606823759 0.0029251906322740129 -0.00066208237689395358 -0.00037720416240040434 -0.0036439251721751319 -0.00069600698084306138 0.00030597280209042246 0.0019625718399548706 0.014885660002685406 0.017060764256956767 0.0012447024005228409 0.0040370086229090732
leaf_weight=30782 1009203 8393 1939 18086 67073 13383 46783 6650 169 1580 8909 18976 5072 2225 6362 2042 186 1075 32 4205 2110 13344 643 5617 13443 201 121 81 36311 795
leaf_count=30782 1009203 8393 1939 18086 67073 13383 46783 6650 169 1580 8909 18976 5072 2225 6362 2042 186 1075 32 4205 2110 13344 643 5617 13443 201 121 81 36311 795
internal_value=6.7577e-06 0.00010783 0.00014135 0.000399167 -3.63999e-05 -0.000252834 -0.000452923 -0.00128783 -0.000230668 0.000513921 0.00142389 0.000431107 -0.000802037 -0.00095717 -0.000269226 0.00117761 -0.00404136 -0.00517643 0.000553576 0.00181477 -0.000365128 0.000474586 0.000603757 0.00087058 0.00104113 0.00110075 0.00681876 0.0010646 0.00133885 0.00524126
internal_weight=1.32579e+06 316588 308195 125771 182424 115351 91479 19218 72261 23872 10489 25478 6502 17279 10629 4267 1430 1244 107685 6347 2142 101338 87994 57212 51595 50952 322 50630 37187 876
internal_count=1325791 316588 308195 125771 182424 115351 91479 19218 72261 23872 10489 25478 6502 17279 10629 4267 1430 1244 107685 6347 2142 101338 87994 57212 51595 50952 322 50630 37187 876
cat_boundaries=0 1 2 3
cat_threshold=1280 515 16
is_linear=0
shrinkage=0.05


Tree=207
num_leaves=31
num_cat=1
split_feature=25 55 67 2 31 108 119 118 76 64 105 31 67 98 123 34 5 81 118 54 36 84 12 53 20 85 136 8 85 120
split_gain=1.55153 4.00005 3.57428 3.90444 2.63293 2.6347 2.61929 2.37966 2.25907 2.70904 2.25245 3.39191 4.10733 3.72315 3.72265 3.62148 2.98618 2.08104 2.01708 2.09971 1.94983 2.52879 3.5208 2.72556 2.63938 2.51648 2.17869 2.46894 3.32751 2.00327
threshold=171.50000000000003 1.6649999618530276 2.6250000000000004 103.50000000000001 1015.4500122070314 -0.34605163335800165 0.8038262426853181 0.53727915883064281 1.5249999761581423 10.315000057220461 0.33035831153392797 1015.6499938964845 0.87500000000000011 -0.59260019659996022 0.6755644977092744 15.550000190734865 5.5499999523162851 319.86445617675787 -0.98897820711135853 10.295000076293947 14.150000095367433 0.70340776443481456 1.4049999713897707 2.495000004768372 6.8150000572204599 0.69743889570236217 0 7.8500001430511483 0.8176427185535432 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 1 2 2 2
left_child=1 10 3 18 5 -5 -7 -6 9 -4 -1 12 14 15 -12 -13 -14 -9 -3 -20 -10 23 -23 24 -22 -25 29 28 -28 -24
right_child=-2 2 8 4 7 6 -8 17 20 -11 11 13 16 -15 -16 -17 -18 -19 19 -21 21 22 26 25 -26 -27 27 -29 -30 -31
leaf_value=2.7971026253977691e-05 -1.7529131279086403e-06 0.0045752749335120566 -0.0025518786910469064 0.0075506315971034833 0.00035325069421933268 0.0028043174804167877 0.013244480195440231 0.0093618239007709127 -0.00045090492513049236 -0.021532586282119154 0.021663569344594649 -0.0065772469338273342 0.0097253959484849915 -0.016497957931331745 -0.0025006475060113838 0.016132705762893673 -0.0071706215980474747 -0.0024779998720623553 -0.0027440606056018959 0.0080921347345489884 0.00067312533035874373 -0.0015162903295061793 0.0045078723402291552 0.0013197126956583816 0.023442604507186583 0.0099539579905418545 -0.0016507062527605079 -0.0039851584682362769 0.0070066642072301221 0.020661212224513295
leaf_weight=19085 1296208 140 313 405 1234 1937 62 144 2456 20 37 107 33 82 28 21 126 50 651 48 20 947 476 352 35 111 220 199 224 20
leaf_count=19085 1296208 140 313 405 1234 1937 62 144 2456 20 37 107 33 82 28 21 126 50 651 48 20 947 476 352 35 111 220 199 224 20
internal_value=6.41849e-06 0.000364456 0.00117416 0.00218664 0.00286306 0.00387318 0.00312812 0.00116254 0.00029722 -0.00369186 -5.30258e-05 -0.00361483 0.000665061 -0.00818005 0.0112544 -0.0028514 -0.0036639 0.00631032 -0.000902768 -0.00199994 0.000559742 0.00151295 0.000736498 0.00463973 0.0151628 0.00338969 0.00260954 0.000632911 0.00271698 0.00505726
internal_weight=1.32579e+06 29583 10064 4671 3832 2404 1999 1428 5393 333 19519 434 224 210 65 128 159 194 839 699 5060 2604 2086 518 55 463 1139 643 444 496
internal_count=1325791 29583 10064 4671 3832 2404 1999 1428 5393 333 19519 434 224 210 65 128 159 194 839 699 5060 2604 2086 518 55 463 1139 643 444 496
cat_boundaries=0 1
cat_threshold=289
is_linear=0
shrinkage=0.05


Tree=208
num_leaves=31
num_cat=1
split_feature=107 12 115 52 41 11 96 108 65 12 34 33 28 75 90 81 120 68 66 55 79 39 16 56 95 103 37 81 41 136
split_gain=1.53266 4.43315 5.26601 4.03627 7.07214 5.16099 4.73566 4.15872 6.16642 6.50257 5.64124 5.05096 4.19821 5.84291 4.04203 3.81559 4.18801 3.79055 3.76571 4.47917 4.29687 3.91821 3.64017 3.63351 5.16664 3.8795 3.57099 5.29775 3.51222 7.4719
threshold=-0.77390247583389271 0.6850000023841859 0.28400452435016638 0.78499999642372142 15.250000000000002 6.3500001430511483 -0.95347359776496876 -0.092521063983440385 1.4450000524520876 0.83499997854232799 11.750000000000002 13.550000190734865 1014.5499877929689 0.70344686508178722 -0.95722767710685719 302.78907775878912 0.39873388409614569 333.28932189941412 0.75499999523162853 4.3750000000000009 11.684999942779543 14.449999809265138 10.405000209808351 251.92370605468753 0.99567097425460827 -0.097995098680257783 22.750000000000004 266.96943664550787 9.3499999046325701 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 3 4 5 7 28 8 11 10 -10 -3 13 -12 22 -9 17 -17 -8 20 -20 -21 -15 24 -7 -26 -6 -28 29 -5
right_child=-2 2 -4 6 26 23 18 15 9 -11 12 -13 -14 14 -16 16 -18 -19 19 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00091539117882885916 -3.0950442130349191e-05 -0.0031007845928568557 0.0019237804541084405 0.0011961615228545733 -0.004663701701039369 -0.0001652473048666145 0.0011346457353945049 0.00038354975585148222 0.028096073320031997 0.0027961466719315306 0.0043063048344629358 0.0016883882159569479 0.0040221270162886296 0.0011808921941197836 0.036487895787200512 0.0030342812843353016 -0.002922750613027342 -0.011584707734485469 -0.00037246388442482609 0.00012553116971132435 0.00043142266910585112 0.0006996953499171202 0.028184598891433172 0.00086991543661597186 -9.9041686918570164e-05 -0.0055882403236265409 -0.0056796673312783244 0.025485275652259588 -0.00098945301537791352 -0.00022827038213185151
leaf_weight=10813 898892 690 3964 9999 842 10239 9820 15475 36 2584 80 2724 299 26 34 3029 354 45 61009 91809 22848 43932 24 7385 527 827 30 25 12617 114813
leaf_count=10813 898892 690 3964 9999 842 10239 9820 15475 36 2584 80 2724 299 26 34 3029 354 45 61009 91809 22848 43932 24 7385 527 827 30 25 12617 114813
internal_value=6.09756e-06 8.4107e-05 0.000110081 9.26363e-05 0.000538047 0.000626891 3.76653e-05 0.00109297 0.00218427 0.00380524 0.00903066 0.000720453 0.00754826 0.013977 0.0231872 0.000717892 0.00222721 0.00282028 0.000176706 0.000133869 -0.000153434 0.000311357 0.0141427 3.09246e-06 -0.000549093 -0.00345175 -0.00385741 0.00848622 -0.000194444 -0.000114078
internal_weight=1.32579e+06 426899 416086 412122 45275 44378 366847 25400 6497 3083 499 3414 463 164 84 18903 3428 3074 229418 219598 83857 135741 50 18978 11593 1354 897 55 137429 124812
internal_count=1325791 426899 416086 412122 45275 44378 366847 25400 6497 3083 499 3414 463 164 84 18903 3428 3074 229418 219598 83857 135741 50 18978 11593 1354 897 55 137429 124812
cat_boundaries=0 1
cat_threshold=48
is_linear=0
shrinkage=0.05


Tree=209
num_leaves=31
num_cat=2
split_feature=135 52 93 56 136 11 31 39 27 64 79 42 36 107 124 33 30 52 63 0 104 54 112 21 39 19 35 39 136 60
split_gain=1.45301 1.97672 1.46059 4.86553 7.95849 9.15058 6.74909 6.62163 4.90021 4.39701 4.20429 4.20043 6.49881 4.50477 4.07178 4.0598 5.79165 5.11856 4.59985 7.4521 4.02635 4.33296 4.00147 4.96955 6.82305 5.52284 5.25147 6.20837 4.12335 3.96999
threshold=1022.6499938964845 6.2750000953674325 -0.088926088064908967 232.28020477294925 0 1.0000000180025095e-35 1019.7500000000001 9.5500001907348651 315.50000000000006 3.6650000810623173 20.474999427795414 10.84999990463257 15.34999990463257 -0.26391372084617609 -0.36648726463317866 16.150000572204593 1013.9500122070314 3.6149998903274541 0.35081388056278234 307.50000000000006 -0.81622391939163197 3.6049998998641972 0.11319890245795251 7.1250000000000009 11.250000000000002 9.5450000762939471 15.34999990463257 16.650000572204593 1 0.26483659446239477
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 3 4 11 8 22 9 10 -8 -6 13 20 15 -9 18 17 -17 19 -1 -13 -22 23 25 -25 26 -7 28 -28 -5
right_child=1 -3 -4 29 5 6 7 14 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00085805761659678683 -0.0034962845273058662 -0.00044595684377910411 -2.0960812160291282e-05 0.0012460536057802257 0.0031147076586884436 0.00070814532894606188 -0.00050019045903657879 -0.0049823088199118584 0.0083721434340852437 0.011362456545313003 -0.0098925140227519859 -0.0010159466560857812 -0.0036028535581959622 -0.0023289821598207875 -0.001254495882606275 -0.00039293578970860322 -0.0006535544285747358 0.0026030080448843948 -0.00091111705151463666 0.0011483356158780674 0.001388869137268964 0.0056934146720144024 0.0015121186240822807 0.0045385707471770117 0.00062141664078998625 -0.00047043308667058762 -0.0055703061641157979 4.7722087745980906e-05 -0.00086078757827327877 0.00025508136644231789
leaf_weight=10393 650 2904 1005935 11070 719 29518 150 853 487 163 68 811 604 3300 5186 2276 6608 3816 40768 8343 1520 950 6062 1169 22669 34959 942 5829 935 116134
leaf_count=10393 650 2904 1005935 11070 719 29518 150 853 487 163 68 811 604 3300 5186 2276 6608 3816 40768 8343 1520 950 6062 1169 22669 34959 942 5829 935 116134
internal_value=5.79305e-06 -0.00100384 8.50681e-06 0.000102223 -5.86162e-05 0.000217312 0.000167835 -0.00141352 0.00443016 0.00567748 0.00199083 -0.000439898 0.00116339 -0.000522452 -0.00178104 -0.000439887 0.000371659 0.00148371 -0.000613096 3.53742e-05 0.00204081 0.00304446 0.000266233 0.000187578 0.000813511 -1.91325e-05 0.000404707 -0.000757618 -0.00325859 0.000341321
internal_weight=1.32579e+06 3554 1.32224e+06 316302 189098 109709 108435 6352 1274 313 787 79389 3885 75504 6039 72204 12700 6092 59504 18736 3281 2470 102083 96021 23838 72183 37224 7706 1877 127204
internal_count=1325791 3554 1322237 316302 189098 109709 108435 6352 1274 313 787 79389 3885 75504 6039 72204 12700 6092 59504 18736 3281 2470 102083 96021 23838 72183 37224 7706 1877 127204
cat_boundaries=0 1 2
cat_threshold=1425 2560
is_linear=0
shrinkage=0.05


Tree=210
num_leaves=31
num_cat=0
split_feature=90 57 38 18 80 19 115 85 72 40 15 87 36 126 57 95 61 34 31 125 108 106 86 62 13 125 2 8 97 43
split_gain=1.94194 2.90847 2.95118 3.14917 3.60134 2.6092 2.59914 3.00759 2.50437 3.08162 3.46024 2.41286 2.16328 5.59799 3.24945 2.10712 2.56288 2.15994 2.40339 3.05186 2.01328 2.54105 2.92491 1.95205 2.12678 2.02549 4.48708 2.23417 3.29469 3.03514
threshold=0.80021443963050853 171.89627838134768 9.9499998092651385 10.405000209808351 248.742546081543 11.775000095367433 -0.99687939882278431 0.79054024815559398 0.29899388551712042 14.34999990463257 0.56499999761581432 0.86508312821388256 10.34999990463257 0.7933231294155122 256.87475585937506 -0.88136649131774891 0.33690419793128973 11.750000000000002 1012.2500000000001 0.6755644977092744 0.44186520576477056 -0.76180925965309132 0.88788214325904857 0.47899551689624792 3.0149999856948857 -0.98624804615974415 172.50000000000003 5.3500001430511483 -0.21560110151767728 10.650000095367433
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=-1 6 -3 8 5 -5 7 -2 11 10 -10 -4 13 -12 -15 -8 17 20 19 -19 -17 -22 -23 24 25 26 -14 29 -29 -27
right_child=1 2 3 4 -6 -7 15 -9 9 -11 12 -13 23 14 -16 16 -18 18 -20 -21 21 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=7.4631564217014282e-06 0.021940270625054839 -0.0064740626912061228 -0.0096065925716191797 -0.001188729121349752 -0.0044806409279058417 0.013035682976866761 -0.0080661336347020562 -0.0013284913105208701 0.016645576214582167 0.011653728528059465 -0.0076947055917618613 0.0032392817494374783 0.026705798241512285 0.034127792838791554 0.0062811407726258046 -0.013566771801561118 0.0034422636229968664 -0.0049500880590998214 -0.0078631226043802405 0.014329454440933961 0.01391110028489493 -0.0070205091523201845 0.013856871138610269 0.014854334853589536 -0.0060326755219098551 -0.00062338354333688496 -0.0036121125834492535 0.0011869737667146727 0.015404180920727196 -0.010371621027165517
leaf_weight=1320703 21 188 109 80 632 54 240 41 34 67 29 55 23 22 20 20 139 65 338 30 40 62 23 23 129 862 26 1369 42 88
leaf_count=1320703 21 188 109 80 632 54 240 41 34 67 29 55 23 22 20 20 139 65 338 30 40 62 23 23 129 862 26 1369 42 88
internal_value=3.78786e-06 -0.000992718 -0.000364316 -5.08245e-05 -0.00290201 0.0045435 -0.00336819 0.00655286 0.0007028 0.00106279 0.000796728 -0.00529852 0.000592071 0.00920124 0.0208675 -0.00401093 -0.00265354 -0.00411949 -0.00588824 0.00113819 0.00116238 0.00351904 -0.00137134 0.000353488 0.000222129 0.00055693 0.0106187 0.000348108 0.00161016 -0.00152638
internal_weight=1.32557e+06 4871 3852 3664 766 134 1019 62 2898 2734 2667 164 2633 71 42 957 717 578 433 95 145 125 85 2562 2539 2410 49 2361 1411 950
internal_count=1325574 4871 3852 3664 766 134 1019 62 2898 2734 2667 164 2633 71 42 957 717 578 433 95 145 125 85 2562 2539 2410 49 2361 1411 950
is_linear=0
shrinkage=0.05


Tree=211
num_leaves=31
num_cat=0
split_feature=90 57 38 18 80 107 120 63 72 75 22 2 3 121 64 75 71 127 95 111 117 69 104 82 60 88 2 87 76 38
split_gain=1.7526 2.6249 2.66344 2.84212 3.25021 2.63626 4.44105 3.34637 3.52385 2.91246 4.09409 2.83144 2.71189 3.58387 2.68301 3.46214 6.47396 3.61812 2.88417 2.62316 3.40726 3.67233 3.39595 2.7721 2.4 2.28719 2.27457 2.23372 2.93817 2.2191
threshold=0.80021443963050853 171.89627838134768 9.9499998092651385 10.405000209808351 248.742546081543 -0.80117103457450856 -0.98897820711135853 0.55018019676208507 0.2835067510604859 0.37868116796016699 4.7850000858306894 326.50000000000006 105.50000000000001 -0.60873827338218678 0.75499999523162853 0.46568934619426733 284.47706604003912 0.94260558485984813 -0.28373548388481135 0.37394604086875921 0.62249094247818004 307.27674865722662 -0.9994334578514098 318.34550476074224 0.19002065807580951 -0.63804179430007923 109.50000000000001 0.7647044062614442 5.2750000953674325 9.2500000000000018
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 24 -3 5 26 7 -7 8 -4 10 -10 -8 -12 25 -13 16 -16 -18 -17 22 21 27 -11 -22 -2 -14 -5 -21 -29 -26
right_child=1 2 3 4 -6 6 11 -9 9 19 12 14 13 -15 15 18 17 -19 -20 20 23 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=7.0899983425321688e-06 0.0042390710346362727 -0.0061503596256482123 -0.011213213334137455 -0.0038640478088592107 -0.0042566088777767864 0.021802722315557979 -0.0021653005829215229 0.021451233919082293 -0.010565304898080372 0.011445543576716162 -0.00031213523061187184 -0.0074896419750075443 -0.0034329119731079448 0.028513289224810719 -0.0040015229716514932 0.005888733281450266 0.01087987672945019 0.03573298631235957 -0.0026668775705884231 0.019874458441224235 -0.0022827908956505201 0.024715200799206895 -0.002508015675633979 0.016475527335635641 0.01207588187729319 0.019366564925506036 0.0095038732776429689 -0.0098524226521652554 0.0069008524801271662 -0.0043662174847494397
leaf_weight=1320703 98 188 47 52 632 22 1205 23 21 49 27 64 22 41 39 184 32 27 212 26 188 30 396 22 21 22 82 31 168 900
leaf_count=1320703 98 188 47 52 632 22 1205 23 21 49 27 64 22 41 39 184 32 27 212 26 188 30 396 22 21 22 82 31 168 900
internal_value=3.59846e-06 -0.000943082 -0.0003461 -4.82833e-05 -0.00275691 0.00066766 -0.000523153 0.00257746 0.0021792 0.00278269 0.00969388 -0.000801752 0.0134925 0.0178775 0.00214283 0.00339076 0.011805 0.0222533 0.00130846 0.0017726 0.00439872 0.00828278 -0.000971556 -0.000317634 -0.00319978 0.00796683 0.00431632 0.0060918 0.00429105 -0.00399132
internal_weight=1.32557e+06 4871 3852 3664 766 2898 1785 1113 1090 1043 133 1763 112 85 558 494 98 59 396 910 465 255 445 210 1019 44 134 225 199 921
internal_count=1325574 4871 3852 3664 766 2898 1785 1113 1090 1043 133 1763 112 85 558 494 98 59 396 910 465 255 445 210 1019 44 134 225 199 921
is_linear=0
shrinkage=0.05


Tree=212
num_leaves=31
num_cat=0
split_feature=90 34 57 18 101 61 60 16 111 60 122 103 126 5 68 59 122 97 91 56 123 91 74 18 78 77 89 41 0 20
split_gain=1.62501 2.7037 3.06538 4.08584 3.19687 3.12739 2.77459 2.68826 2.45358 2.43452 2.5142 2.43043 2.38581 2.37532 2.26638 2.89124 2.71592 2.4276 2.9855 2.73581 2.24453 2.32254 2.23285 3.87562 3.45661 3.33662 3.6449 3.37841 3.53734 3.26371
threshold=0.52621638774871837 11.250000000000002 177.34889984130862 12.50999975204468 -0.99298039078712452 0.32596212625503546 0.40297524631023413 8.0099999904632586 0.72141665220260631 0.17275185883045199 -0.72534674406051625 -0.097995098680257783 -0.76037701964378346 8.7500000000000018 306.16706848144537 276.90109252929693 -0.50751903653144825 -0.91953378915786732 -0.35980828106403345 154.94572448730472 -0.98897820711135853 -0.69284752011299122 0.59929013252258312 6.4600000381469735 45.73500061035157 6.0950000286102304 -0.86759093403816212 12.750000000000002 329.50000000000006 4.2049999237060556
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 5 4 7 9 14 -4 12 10 -3 -2 -8 -12 17 16 -16 19 -19 -7 21 -11 23 -6 29 -24 -27 28 -28 -25
right_child=1 2 3 -5 22 6 8 -9 -10 20 13 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 25 24 -26 26 27 -29 -30 -31
leaf_value=8.3012116681859803e-06 0.0039599632023153107 -0.0065626719001135453 0.021431992104386583 -0.0027958077161603988 -0.0014023155338811705 -0.012122539763471911 0.013697029842134929 0.002196863824979235 0.013085022581956136 -0.0069079805258661503 0.016370202499357136 -0.0031909572246531467 -0.00043675481135557813 -0.0013755021387513615 -0.00017532649478104351 -0.010273933516622619 0.015262042355191494 -0.00048019543238398099 -0.011284225345886452 0.0053830803532830696 -0.0045285032604433315 0.015088900774717333 -0.0042161265729562759 0.019173440073841606 0.02160688119280773 -0.0022155113124926813 0.00023124337543700929 0.018274872335455113 0.0063089539121546148 0.0022788812819972428
leaf_weight=1315342 130 41 34 943 777 28 36 39 65 20 44 1382 175 33 58 29 56 117 141 110 1165 30 473 29 24 835 1075 31 308 2004
leaf_count=1315342 130 41 34 943 777 28 36 39 65 20 44 1382 175 33 58 29 56 117 141 110 1165 30 473 29 24 835 1075 31 308 2004
internal_value=3.41854e-06 -0.000624257 -0.000285814 0.000250134 0.000760406 -0.00192559 0.000514353 0.0111557 0.00459126 -0.00341738 0.00343922 -0.00257613 0.0019747 0.0087649 -0.00157326 0.00382211 0.00740794 -0.00352159 -0.00638472 0.00183122 -0.00408329 0.00629015 0.000623823 0.00160617 0.00274257 -0.00039894 0.000403874 0.00195068 0.00158478 0.00251988
internal_weight=1.32557e+06 10232 8720 6572 5629 2148 815 73 276 1333 118 1512 211 77 539 143 114 396 258 138 1215 50 5556 2834 2057 2722 2249 1414 1383 2033
internal_count=1325574 10232 8720 6572 5629 2148 815 73 276 1333 118 1512 211 77 539 143 114 396 258 138 1215 50 5556 2834 2057 2722 2249 1414 1383 2033
is_linear=0
shrinkage=0.05


Tree=213
num_leaves=31
num_cat=1
split_feature=101 4 94 30 15 7 35 72 115 103 11 136 38 120 34 110 76 61 9 91 17 18 75 35 39 59 52 10 16 109
split_gain=1.6175 5.23065 5.1568 4.89471 4.71519 3.90961 3.75307 3.69208 3.94168 3.35316 3.80045 3.24292 3.4055 4.72369 3.21355 3.24191 3.45569 3.27752 3.34527 3.0827 3.04751 3.02687 2.98047 3.228 4.42132 2.97569 4.7341 3.02307 2.95745 3.97554
threshold=-0.081480994820594774 3.5499999523162846 -0.94572862982749928 1016.9500122070314 0.76499998569488536 2.0499999523162846 18.050000190734867 0.55791008472442638 -0.35019405186176294 -0.13758072257041928 9.0500001907348651 0 12.449999809265138 0.50751903653144848 11.34999990463257 -0.74224016070365895 2.8750000000000004 0.49815154075622564 7.1499998569488534 -0.074533838778734193 15.405000209808351 4.8800001144409189 0.47974477708339697 19.849999427795414 22.750000000000004 301.53961181640631 0.22500000149011615 3.4500000476837163 11.120000362396242 0.60354608297348034
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 5 4 21 -3 25 8 -6 10 19 -7 13 -13 -14 -16 20 18 22 -2 -17 -1 23 -18 -25 -4 27 -27 -10 -30
right_child=9 2 6 -5 7 11 -8 -9 28 -11 -12 12 14 -15 15 16 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0056265638269409959 0.00055680086037209332 -0.0030507320738236005 -0.00018743078314196316 -0.00051257373939140585 0.00068756999628004074 -0.0023367265277147633 -0.0017193416266652823 0.00016693838550142543 0.0045462662032983844 7.0499317520228301e-06 -0.00049365698779154775 0.0010287572493576707 -0.0069468344860481772 0.013796036556902293 -0.0048412157093823171 -0.0030798034964669759 -2.9860523778977644e-05 -0.0014402778542305476 -0.00021815217173863307 0.0021058982177677228 0.0013032910620874938 -0.0010289587174816936 0.0052775006201297011 0.019239718186901886 -0.0076580162075432865 0.021849891767002798 0.00089316741295266148 0.0060861794479970576 0.0021845521574043363 -0.0025536517790558291
leaf_weight=176 25611 2498 55413 17866 13592 3018 3928 18347 1122 1149753 7757 1550 212 76 451 1808 804 2051 2183 3672 508 5818 687 50 22 36 1612 196 4263 494
leaf_count=176 25611 2498 55413 17866 13592 3018 3928 18347 1122 1149753 7757 1550 212 76 451 1808 804 2051 2183 3672 508 5818 687 50 22 36 1612 196 4263 494
internal_value=3.24761e-06 -0.000158267 -0.000432812 0.000184937 0.000469374 -0.00123449 -0.000224245 0.00067588 0.00115544 2.21348e-05 0.000490383 -0.00089642 -0.000475831 0.00162551 -0.000865704 -0.000715167 -0.000485801 0.00016645 0.00104616 0.000751053 -0.0021184 -0.000833535 0.00281199 0.000878427 0.011021 -0.000121676 0.00185427 0.00853227 0.00223714 0.0016925
internal_weight=1.32557e+06 138781 77103 61678 43812 15918 61185 37818 19471 1.18679e+06 37040 13420 10402 1626 8776 8564 8113 5797 3746 29283 2316 5994 1563 876 72 57257 1844 232 5879 4757
internal_count=1325574 138781 77103 61678 43812 15918 61185 37818 19471 1186793 37040 13420 10402 1626 8776 8564 8113 5797 3746 29283 2316 5994 1563 876 72 57257 1844 232 5879 4757
cat_boundaries=0 1
cat_threshold=3472
is_linear=0
shrinkage=0.05


Tree=214
num_leaves=31
num_cat=2
split_feature=72 60 52 56 68 136 52 55 101 56 92 136 31 79 67 104 18 93 52 66 55 57 88 74 132 90 85 126 2 55
split_gain=1.57182 3.01276 5.73936 3.78198 4.01245 3.7245 3.57714 3.67501 3.35714 3.56184 3.35574 5.10171 5.64692 5.15944 4.56992 5.92378 4.8765 4.50447 4.93471 6.25739 4.5998 4.41754 4.23998 6.33107 4.61177 5.22501 4.508 4.64875 4.20555 3.93097
threshold=0.84690481424331676 0.47198076546192175 6.9749999046325692 173.70273590087893 192.338737487793 0 0.10500000044703485 1.0000000180025095e-35 0.30967007577419287 254.86667633056643 -0.92791789770126332 1 1015.8500061035157 1.2450000047683718 1.9249999523162844 -0.32821704447269434 7.4149999618530282 -0.30454362928867335 1.6649999618530276 18.714999198913578 0.67500001192092907 199.86253356933597 -0.55496394634246815 0.58977791666984569 1018.5499877929689 -0.12252743914723395 0.87607297301292431 0.94260558485984813 1.0000000180025095e-35 0.98500001430511486
decision_type=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 2 2 2
left_child=1 2 10 -3 5 -5 7 -6 -4 -10 11 12 -1 -13 15 28 -16 -12 22 20 -20 -14 26 -24 25 -25 27 -19 -15 -17
right_child=-2 3 8 4 6 -7 -8 -9 9 -11 17 13 21 14 16 29 -18 18 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00056194150175388371 -0.00015024797853511302 0.0016800873256072584 -0.0012948672036084718 0.00041975376712515992 -0.0020418988052471024 -0.0030780711978280915 0.00015600624582246396 0.0034819934656410917 0.00041519892827727995 -0.00097570210587478827 0.00033048710471530237 -0.0024948376695630649 -0.0048637751603867706 0.0035091009642642767 -0.0024965062651753889 -0.00051074939044077456 -0.00010592463312715674 0.00066484742967195479 -0.0029752094513501456 0.00094702494092177418 -0.00059504551829679762 -0.0014623185664725427 1.2456473884188337e-05 -0.00073000553806299622 0.013227237574756147 -0.0034963349424568012 -0.00029638208482444411 0.0026611649763254863 0.00036155351075557274 0.01295214563696191
leaf_weight=9226 148424 4105 13090 1303 378 1825 245411 1480 9654 8797 106590 2074 1584 1169 2464 81 15892 18788 2134 6540 41594 2402 642010 11196 56 2014 10163 3452 11514 164
leaf_count=9226 148424 4105 13090 1303 378 1825 245411 1480 9654 8797 106590 2074 1584 1169 2464 81 15892 18788 2134 6540 41594 2402 642010 11196 56 2014 10163 3452 11514 164
internal_value=3.08435e-06 2.24177e-05 -1.95934e-05 0.000174721 0.000150042 -0.00162952 0.000172554 0.00235819 -0.000682437 -0.00024795 3.86809e-06 -0.000409327 -0.00124045 -7.97528e-05 8.03319e-05 0.000800421 -0.000426822 2.66528e-05 -1.72334e-05 -0.000495462 -0.000711202 -0.00281403 1.77241e-05 -9.88416e-06 -0.00109106 -0.00115176 0.000576038 0.000974708 0.000651665 0.00850115
internal_weight=1.32557e+06 1.17715e+06 922648 254502 250397 3128 247269 1858 31541 18451 891107 46570 13212 33358 31284 12928 18356 844537 737947 50268 43728 3986 687679 655276 13266 13210 32403 22240 12683 245
internal_count=1325574 1177150 922648 254502 250397 3128 247269 1858 31541 18451 891107 46570 13212 33358 31284 12928 18356 844537 737947 50268 43728 3986 687679 655276 13266 13210 32403 22240 12683 245
cat_boundaries=0 1 2
cat_threshold=112 7440
is_linear=0
shrinkage=0.05


Tree=215
num_leaves=31
num_cat=0
split_feature=60 52 88 52 92 35 13 75 12 54 57 113 67 124 23 39 132 71 12 31 109 105 122 75 122 93 115 19 16 10
split_gain=1.71148 5.28401 4.46452 4.58729 4.03362 5.28173 4.43313 4.3331 4.30108 3.67601 5.04304 4.02775 3.8173 3.79402 3.67864 3.6049 3.59276 3.36909 3.36268 3.22608 4.84891 4.58446 4.41351 3.1705 3.10849 3.83514 3.00403 3.64755 3.01429 3.00344
threshold=0.46745106577873236 6.9749999046325692 0.12082643061876298 0.30500000715255743 -0.92791789770126332 7.8500001430511483 0.56499999761581432 0.42831857502460485 2.5249999761581425 2.245000004768372 290.80857849121099 -0.90255093574523915 1.6349999904632571 -0.47714059054851526 8.4849996566772479 23.050000190734867 1020.9500122070314 306.49880981445318 0.83499997854232799 1015.1499938964845 -0.67012292146682728 -0.59456905722618092 -0.18222858756780622 0.7532351315021516 -0.5663846731185912 -0.93697953224182118 0.38266885280609136 10.405000209808351 7.4149999618530282 5.5499999523162851
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 -2 5 7 -7 -1 9 12 11 16 15 -13 -14 18 23 -9 -8 20 -20 22 -22 -11 25 -3 27 28 -15 -16
right_child=2 24 -4 -5 -6 6 8 17 -10 10 -12 13 14 26 29 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012560369703372265 0.0015224360982184538 0.0017137500496262619 0.0017172815584917409 5.4304271022070462e-05 1.5094738394401554e-05 -0.00536482833691437 -0.0015537113216306702 -0.0010204963775168202 -0.0026466282351285254 -0.0011223071267613433 0.0044827662253891761 0.0019559837970173012 -0.0014132104874454252 -0.0015200963538838394 0.0022240812283208862 0.01364887826918372 0.017509213679780564 0.0072425781686253719 0.010078248814328242 0.0017959499251983604 -0.0014492310501820289 -0.0066757997666931166 0.0025876876388478808 -0.0053746755675720282 -0.0011066594939877544 -0.00047921991928917594 0.004086738979731522 -0.0010438518869900798 0.0009715426324640019 0.018783461606424107
leaf_weight=121 5397 2384 4184 376192 858372 467 2748 330 2163 2347 638 2756 13632 1478 98 48 24 197 106 2839 2226 301 973 539 17684 12177 425 6694 6791 38
leaf_count=121 5397 2384 4184 376192 858372 467 2748 330 2163 2347 638 2756 13632 1478 98 48 24 197 106 2839 2226 301 973 539 17684 12177 425 6694 6791 38
internal_value=4.22032e-06 -3.22197e-05 9.28798e-05 7.50688e-05 -9.84301e-06 -0.000455994 -0.000517377 0.00402751 -0.000469072 -0.000363704 0.000103277 -2.94352e-05 -0.000803955 0.000247523 -0.00133158 -1.78596e-05 -0.00175628 0.00206836 -8.92186e-05 0.000535207 -0.000457374 -0.000776453 -0.000221372 -0.0019165 -0.000661189 -0.000120176 -5.84635e-05 -0.000176201 0.000526187 0.00685097
internal_weight=1.32437e+06 938596 385773 381589 906351 47979 47331 648 46864 44701 21692 21054 23009 18144 13768 9241 2910 527 9193 6445 3606 3500 3199 2886 32245 14561 15388 14963 8269 136
internal_count=1324369 938596 385773 381589 906351 47979 47331 648 46864 44701 21692 21054 23009 18144 13768 9241 2910 527 9193 6445 3606 3500 3199 2886 32245 14561 15388 14963 8269 136
is_linear=0
shrinkage=0.05


Tree=216
num_leaves=31
num_cat=1
split_feature=60 52 94 86 36 52 56 20 23 92 136 53 57 74 23 125 94 98 54 54 35 122 12 79 77 31 92 62 30 96
split_gain=1.54461 4.80242 4.18989 5.22179 5.57846 4.01576 4.01831 4.35282 5.47732 3.97857 4.78827 5.1111 4.15412 4.11823 4.09786 3.76713 3.62665 3.56874 3.51214 3.43658 3.28051 3.20918 3.11104 4.51016 3.00425 3.12235 3.08385 3.78238 2.99143 2.98947
threshold=0.46745106577873236 5.5750000476837167 -0.86094522476196278 0.82940638065338146 14.150000095367433 0.2650000005960465 179.89231109619143 6.0950000286102304 10.085000038146974 -0.91911646723747242 0 4.1150000095367441 238.23805999755862 0.35803624987602239 8.5150003433227557 0.99535831809043895 0.97080013155937206 -0.99277824163436879 2.1650000810623173 0.75499999523162853 6.6499998569488534 -0.0087262028828264497 2.7949999570846562 12.765000343322756 22.545000076293949 1015.9500122070314 -0.9956945776939391 0.43168951570987707 1013.4500122070314 -0.8516748547554015
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 9 3 4 -3 -2 7 -7 16 10 11 12 24 20 15 19 -9 -13 -15 -14 29 -17 23 -5 25 -1 27 -27 -10 -12
right_child=5 2 -4 22 -6 6 -8 8 28 -11 13 17 14 18 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0013932414773897173 0.0015138926968425916 -0.0030723672041390983 -0.00077240545835857634 0.0003907247151693858 0.00037361213581301437 -0.00073311857114334621 4.56506464506924e-05 0.0022845136694182745 -0.021051176252182238 2.0705373514769152e-05 0.022782542293562608 0.0071916351855885411 -0.0036297217061887761 -0.00081872153755255239 0.01570594714023173 0.0017240325032788165 -0.0051244760121164079 0.00023903913345380001 0.00025834807790270164 0.00022954512345378132 0.0012147870033932314 0.017493461161995166 -0.0028708403049490586 0.0033813523073593765 -0.0057466545243853445 0.0021491811089600402 -0.0047362711174862987 -0.0096759612584368798 -0.0038687828334941264 0.0013139659764183234
leaf_weight=5082 4877 1758 36932 2747 3538 2238 372534 5812 33 843150 34 201 778 16686 40 85 170 2258 13852 2231 3779 52 390 2330 598 365 1596 83 109 31
leaf_count=5082 4877 1758 36932 2747 3538 2238 372534 5812 33 843150 34 201 778 16686 40 85 170 2258 13852 2231 3779 52 390 2330 598 365 1596 83 109 31
internal_value=4.0093e-06 -3.06087e-05 -0.000519417 0.000348682 -0.000770276 8.82358e-05 6.99817e-05 0.00115395 0.00184357 -4.43999e-06 -0.000448437 -0.00125097 -0.00171605 -0.000135977 -0.000196914 -0.000399112 0.00207396 0.000807348 -0.000330164 -0.000768298 0.00140635 0.00770951 0.00143264 0.00176322 -0.00234266 -0.002057 -0.00370731 -4.16377e-05 -0.00786187 0.0125437
internal_weight=1.32437e+06 938596 47695 10763 5296 385773 380896 8362 6124 890901 47751 13369 10910 34382 3186 3146 5982 2459 30538 3009 3844 137 5467 5077 7724 7126 2044 448 142 65
internal_count=1324369 938596 47695 10763 5296 385773 380896 8362 6124 890901 47751 13369 10910 34382 3186 3146 5982 2459 30538 3009 3844 137 5467 5077 7724 7126 2044 448 142 65
cat_boundaries=0 1
cat_threshold=7440
is_linear=0
shrinkage=0.05


Tree=217
num_leaves=31
num_cat=3
split_feature=66 53 105 136 110 38 31 42 120 6 75 88 12 111 102 42 38 136 136 68 65 55 36 28 38 19 84 53 28 36
split_gain=1.41045 3.55481 3.06244 3.29432 3.0101 2.7095 3.59001 3.04499 2.96264 2.77944 2.6572 3.7266 3.67081 3.43852 2.84271 4.12194 4.12693 3.87448 3.4132 2.75293 2.5535 2.55302 4.7454 3.29469 2.50741 2.46041 2.93087 2.45453 2.44157 2.9807
threshold=29.195000648498539 14.944999694824221 -0.71102365851402272 0 0.91015931963920604 11.250000000000002 1013.8500061035157 10.84999990463257 -0.67556449770927418 2.1499999761581425 0.84309181571006786 0.93781355023384105 1.5549999475479128 0.075962934643030181 0.60306277871131908 13.150000095367433 15.050000190734865 1 2 333.28932189941412 0.76499998569488536 10.00500011444092 10.250000000000002 1025.549987792969 13.650000095367433 11.120000362396242 0.90138733386993419 2.6950000524520878 1017.2500000000001 9.5500001907348651
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 5 -3 6 9 8 25 -4 -1 12 13 -12 18 17 -17 20 21 28 -16 22 -14 24 -24 26 -8 -11 -19 -30
right_child=1 4 3 -5 -6 -7 7 -9 -10 27 11 -13 14 -15 15 16 -18 19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.117207326433034e-05 0.0010178946546616065 2.2903644173377238e-05 0.018119949670508503 -0.001050738369845776 -0.0025938645233631332 8.6810595223762006e-05 0.022251511257752755 0.022490015757185493 0.0028170443777922795 -0.0041673997771495925 8.0211561098075671e-05 -0.0078827653393091172 0.017472406145834337 -0.0012634448065742994 -0.011094732962312623 -0.00092362866271287212 0.026088158329648361 0.001005466964141097 -0.00037113065823323512 -0.0019429586569996834 -0.0014450438430112153 0.0005518193029723055 -5.5734636751289247e-05 0.019086362952366473 0.0096783781676631746 0.00072051622708769222 0.0011063071170254895 0.0015215874919132428 0.0077439311963952463 -0.00015763482821538701
leaf_weight=1127647 19223 64605 20 4594 1118 5563 57 22 995 316 7086 160 66 14514 71 26 31 14282 50079 1115 1992 925 326 30 83 38 23 474 121 8767
leaf_count=1127647 19223 64605 20 4594 1118 5563 57 22 995 316 7086 160 66 14514 71 26 31 14282 50079 1115 1992 925 326 30 83 38 23 474 121 8767
internal_value=3.80884e-06 0.000187306 0.000625633 2.55837e-06 -2.16096e-05 0.000647587 0.00225482 0.00406952 0.00370541 -0.000287984 -1.07009e-05 -0.000258157 -0.000245898 -0.000822651 -8.60057e-05 0.000335814 0.013767 0.000306758 -0.000302243 0.000483586 -0.00176857 0.00209815 0.00497209 0.00309277 0.00191965 0.0111963 0.0161723 -0.000754007 0.000600566 -5.0064e-05
internal_weight=1.32437e+06 97048 31325 12102 65723 7508 1945 1135 1113 810 1.22732e+06 99674 99514 21600 77914 26405 57 26348 51509 24285 2063 1430 505 439 409 118 80 790 23170 8888
internal_count=1324369 97048 31325 12102 65723 7508 1945 1135 1113 810 1227321 99674 99514 21600 77914 26405 57 26348 51509 24285 2063 1430 505 439 409 118 80 790 23170 8888
cat_boundaries=0 1 2 3
cat_threshold=788 6272 16
is_linear=0
shrinkage=0.05


Tree=218
num_leaves=31
num_cat=3
split_feature=60 52 88 94 87 52 32 13 92 54 57 136 114 136 8 14 93 65 23 40 113 68 16 55 52 64 136 114 85 111
split_gain=1.43258 4.5446 4.01418 3.95275 5.67369 3.84621 4.01134 3.73042 3.56938 4.53849 4.86217 4.40784 3.84616 3.47427 3.43787 3.4658 3.30157 3.27835 4.99082 3.78891 3.24324 3.19895 3.89235 3.11401 6.22382 6.23948 5.61371 5.14506 5.03809 5.98353
threshold=0.47198076546192175 5.5750000476837167 0.12082643061876298 -0.86094522476196278 0.86218515038490307 0.064999999478459372 16.849999427795414 3.2350000143051152 -0.91911646723747242 2.245000004768372 288.34465026855474 0 -0.095842104405164705 1 13.150000095367433 0.80500000715255748 0.027455233037471775 1.0049999952316286 5.7249999046325692 9.5500001907348651 -0.85260769724845875 192.338737487793 14.039999961853029 1.9950000047683718 1.0649999976158144 2.7849999666213994 2 -0.026175950653851029 0.86216604709625255 -0.092057317495346055
decision_type=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 1 2 2 2
left_child=1 8 5 4 -3 6 -2 20 9 13 11 12 -11 -1 15 -13 -14 18 -15 -19 -6 22 -7 24 25 28 -26 -25 29 -10
right_child=2 3 -4 -5 7 21 -8 -9 23 10 -12 14 16 17 -16 -17 -18 19 -20 -21 -22 -23 -24 27 26 -27 -28 -29 -30 -31
leaf_value=-0.002047388599376958 0.0037332064564404724 -0.00037854861337930859 0.001658728863926676 -0.00073715690932530731 -0.0021151881705540536 -0.002809107686899113 -0.0040966725440094711 -0.0096383303352702183 0.0016206243113435046 0.00012154821130198109 0.003969313768092916 -0.011860291359147856 0.0021426092574919104 0.0014234055225531487 -0.005482033117477754 -0.00067311820377706163 0.016301204593453026 -0.00061174098957229113 -0.0018600331590437889 -0.0027091118622988306 0.0029574305822706441 7.2910124150217279e-05 0.00067742236655679046 0.00021056493389249437 -0.0014276518568131864 0.00083134092587331299 -0.00022705330866467697 0.0020990715095114639 -0.0008307441008286124 3.6377067606977255e-06
leaf_weight=5003 1216 7959 4012 38296 356 2086 189 66 5772 12258 787 70 2093 3938 417 6304 42 13334 1639 2568 2743 371700 1299 97562 13536 23078 34665 3745 17969 649667
leaf_count=5003 1216 7959 4012 38296 356 2086 189 66 5772 12258 787 70 2093 3938 417 6304 42 13334 1639 2568 2743 371700 1299 97562 13536 23078 34665 3745 17969 649667
internal_value=3.61786e-06 -2.93999e-05 8.55212e-05 -0.000496154 0.000333534 6.87566e-05 0.00267993 0.0021242 -3.61081e-06 -0.000420973 0.000110298 -3.30672e-05 0.000462339 -0.000861745 -0.00108213 -0.000795977 0.00242114 -0.000584354 0.00045845 -0.000950444 0.00237471 5.89756e-05 -0.00147115 2.02929e-05 -1.50888e-05 2.29374e-05 -0.000564554 0.000280377 -4.76695e-06 1.78774e-05
internal_weight=1.32437e+06 943867 380502 49420 11124 376490 1405 3165 894447 48453 21971 21184 14393 26482 6791 6374 2135 21479 5577 15902 3099 375085 3385 845994 744687 696486 48201 101307 673408 655439
internal_count=1324369 943867 380502 49420 11124 376490 1405 3165 894447 48453 21971 21184 14393 26482 6791 6374 2135 21479 5577 15902 3099 375085 3385 845994 744687 696486 48201 101307 673408 655439
cat_boundaries=0 1 2 3
cat_threshold=4707 7424 6161
is_linear=0
shrinkage=0.05


Tree=219
num_leaves=31
num_cat=0
split_feature=82 8 39 74 13 76 68 86 91 120 37 84 27 15 71 6 72 71 67 12 24 90 69 5 96 26 126 72 7 66
split_gain=1.36662 6.30734 3.68884 2.92757 2.75518 2.61689 2.4621 2.85225 2.43043 2.39541 2.43295 2.42615 3.67309 2.41795 2.41372 2.65145 2.3736 2.32761 2.31225 2.33353 2.29484 2.27216 2.21365 3.56172 2.89656 2.4436 2.99223 2.39639 2.37343 2.29976
threshold=345.88992309570318 12.34999990463257 10.550000190734865 0.65266668796539318 2.3449999094009404 47.454999923706062 333.28932189941412 0.89128965139389049 -0.13898239284753797 -0.19936034083366391 14.250000000000002 0.86185091733932506 197.50000000000003 0.9650000035762788 329.02421569824224 4.9500000476837167 0.36674033105373388 297.87646484375006 7.9349999427795419 2.1950000524520878 357.50000000000006 -0.29403100907802576 343.92359924316412 5.4500000476837167 0.10883431136608125 340.50000000000006 0.13052122294902804 0.87266957759857189 12.949999809265138 5.2950000762939462
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=22 3 4 9 21 -6 20 -8 -5 -2 11 12 -11 -13 -14 -16 -15 -7 19 -10 -4 -3 -1 25 28 -24 -27 -28 29 -25
right_child=1 2 6 8 5 17 7 -9 18 10 -12 13 14 16 15 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=4.4780977709257432e-06 -0.0031172934573186458 0.015626397344465481 0.00062121235186287261 -0.0018515308624589067 -0.0054220530813882013 0.017818550753872842 0.010211909807214342 0.0014382469118165726 -0.0068541491382242449 0.018778532143773105 -0.0046879734056056955 0.011531622714811063 0.0016221261084215606 -0.01716790432826831 0.02211279311886756 0.0046592906185918877 -0.0012501510613404563 0.00018185061209369453 -0.0082886229420546433 0.0021266326628392564 0.017245520547625015 -0.0037444483270519416 -0.003889406281495865 0.0056403322299353161 -0.011360213124135043 0.014169409797784497 -0.0054568933028303372 0.011348472683337229 0.01123989616567269 0.00076246153311577709
leaf_weight=1317174 395 41 368 2285 279 22 263 143 138 41 138 33 431 26 32 68 236 125 325 152 22 24 354 473 32 47 79 29 100 494
leaf_count=1317174 395 41 368 2285 279 22 263 143 138 41 138 33 431 26 32 68 236 125 325 152 22 24 354 473 32 47 79 29 100 494
internal_value=3.43557e-06 -0.00077691 0.00229387 -0.001696 -0.00111446 -0.0025775 0.00439624 0.00712168 -0.00260247 0.000181692 0.00147831 0.00245979 0.00435926 -0.00122325 0.00324591 0.0102444 -0.00282978 0.00282136 -0.00539256 -0.00214698 0.00155899 0.00847409 6.74149e-06 0.00186077 0.00346223 -0.00159701 0.00363854 -0.000944341 0.00390677 0.00314843
internal_weight=1.32437e+06 5587 1287 4300 491 426 796 406 2900 1400 1005 867 572 295 531 100 262 147 615 290 390 65 1.31878e+06 1608 1099 509 155 108 1067 967
internal_count=1324369 5587 1287 4300 491 426 796 406 2900 1400 1005 867 572 295 531 100 262 147 615 290 390 65 1318782 1608 1099 509 155 108 1067 967
is_linear=0
shrinkage=0.05


Tree=220
num_leaves=31
num_cat=3
split_feature=112 81 64 31 40 87 104 114 134 20 11 16 94 24 90 56 16 92 8 4 136 34 136 29 136 104 34 15 55 106
split_gain=1.75916 4.39814 4.99049 5.9442 4.53874 6.0556 5.897 4.21303 4.19509 4.64601 4.0049 3.60599 8.6249 5.26046 6.2859 4.08199 3.57067 6.54532 4.77011 4.24192 3.57018 3.52478 4.31256 4.04066 3.81441 3.41143 3.39336 3.39262 3.35576 3.20593
threshold=-0.46173103153705591 277.08544921875006 0.75499999523162853 1019.4500122070314 10.449999809265138 0.83089876174926769 -0.74869236350059498 0.39873388409614569 1.0000000180025095e-35 4.8250000476837167 20.849999427795414 14.039999961853029 -0.033801466226577752 245.50000000000003 -0.80679905414581288 229.73365783691409 14.039999961853029 -0.84402653574943531 11.750000000000002 6.9500000476837167 0 12.34999990463257 1 1020.7500000000001 2 -0.81980022788047779 18.94999980926514 3.1149998903274541 9.5050001144409197 -0.22017610818147657
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 1 2 2 2 2 2
left_child=11 8 3 -3 25 6 -6 10 -2 -10 16 -1 13 -13 15 -15 17 19 29 -4 -16 22 -18 24 -23 -5 -9 -21 -11 -19
right_child=1 2 7 4 5 -7 -8 26 9 28 -12 12 -14 14 20 -17 21 18 -20 27 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.0342839884335273e-05 -1.0792075362653451e-05 0.0013363193656759508 -0.00061955348351844372 -0.0021655911658505413 0.024016694783377687 0.041497332435101272 -0.0086217032261192809 0.0029375756238724164 0.014904626735275792 -0.0076924129131410767 0.014601860821397966 -0.00028538694577333768 -6.1254993553853997e-05 -0.0041235158429008189 -0.0017516092829019708 -0.00066877491152910449 0.001088710856426877 0.00030528556408363828 0.0017857104347782243 -0.0035699890017150114 -0.0043384431046550095 -0.0030324708510479558 -0.0019123623480240084 -0.0033544479433580167 0.0013891554010837448 0.0068559858938565983 0.015240839744607607 0.014623636358345932 -0.00014739929582991603 -0.0020178315194518395
leaf_weight=960942 98678 3802 8086 133 31 20 25 850 31 401 49 17858 175738 917 3059 12652 2373 9779 5126 1769 2429 495 2397 490 15794 494 60 26 233 1751
leaf_count=960942 98678 3802 8086 133 31 20 25 850 31 401 49 17858 175738 917 3059 12652 2373 9779 5126 1769 2429 495 2397 490 15794 494 60 26 233 1751
internal_value=-1.03978e-07 0.000159424 0.000524682 0.0021173 0.00634105 0.0178805 0.00944598 0.000378393 -3.74651e-05 -0.00399543 0.000314675 -2.08869e-05 -0.000207197 -0.000901969 -0.00147976 -0.000902248 0.000300116 -8.81444e-05 0.000516674 -0.00110766 -0.00290764 0.000778248 -0.000421102 0.0011192 0.00125378 0.00494232 0.00374878 -0.00330646 -0.00491956 -4.75139e-05
internal_weight=1.32649e+06 152893 53550 4505 703 76 56 49045 99343 665 48135 1.1736e+06 212653 36915 19057 13569 48086 26537 16656 9881 5488 21549 4770 16779 16289 627 910 1795 634 11530
internal_count=1326488 152893 53550 4505 703 76 56 49045 99343 665 48135 1173595 212653 36915 19057 13569 48086 26537 16656 9881 5488 21549 4770 16779 16289 627 910 1795 634 11530
cat_boundaries=0 1 2 3
cat_threshold=5552 1238 148
is_linear=0
shrinkage=0.05


Tree=221
num_leaves=31
num_cat=2
split_feature=68 34 136 31 124 86 23 38 31 34 136 6 106 83 40 92 122 19 90 64 60 13 36 55 54 27 62 83 95 8
split_gain=1.68845 2.78254 3.79575 3.45768 3.01046 4.77356 3.57667 3.25597 2.95868 2.80809 2.7114 4.03995 3.35485 2.86465 3.54021 2.70414 5.05546 3.69931 3.94121 2.95271 2.7002 3.37021 2.55523 2.72747 2.51353 2.49844 2.62708 3.87265 4.03432 3.48448
threshold=319.24395751953131 11.949999809265138 0 1013.6499938964845 0.96359375119209301 0.83698859810829174 6.9649999141693124 10.949999809265138 1007.7500000000001 12.050000190734865 1 3.9500000476837163 -0.91480359435081471 308.51107788085943 13.34999990463257 -0.73554793000221241 -0.60873827338218678 8.0099999904632586 0.1423088684678078 15.894999980926515 0.30812790989875799 1.294999957084656 14.34999990463257 1.6250000000000002 3.0649999380111699 341.50000000000006 0.31948082149028784 312.03178405761724 -0.65440243482589711 11.34999990463257
decision_type=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 2 2 2 2 2
left_child=-1 3 8 -2 10 6 7 -6 -3 -8 11 22 -12 14 20 16 19 18 -18 -5 21 -14 -4 -24 -23 26 29 -28 -29 -9
right_child=1 2 4 15 5 -7 9 25 -10 -11 12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 24 23 -25 -26 -27 27 28 -30 -31
leaf_value=-1.0260554836603279e-05 -0.0014728643735179233 0.015625278302468359 0.0090071521522581081 0.0062417842472839071 -0.0048022510082113981 0.00096411776378168678 0.0168080419318044 0.0029813649579106521 -0.0020692758433308793 0.00079633252222902789 -0.0041039572774272384 0.00092788182408175637 -0.0040565540566675218 0.00017955496352335199 0.022818305053224325 -3.001007904954343e-05 0.0072940238897541412 -0.0018458476982025161 -0.0090296543744760888 0.020889362932648509 0.00088282438819257947 0.0078203063544851296 0.010398269869387151 -0.004055526504104838 0.00090863357008276317 0.00047060169382294757 0.0020186507763961955 0.033380393107091226 0.013631961495878224 0.017572252006413273
leaf_weight=1284822 4056 24 314 246 51 3048 29 192 1509 491 412 1154 102 15395 20 10246 264 549 43 40 2330 438 50 94 188 85 57 31 156 52
leaf_count=1284822 4056 24 314 246 51 3048 29 192 1509 491 412 1154 102 15395 20 10246 264 549 43 40 2330 438 50 94 188 85 57 31 156 52
internal_value=-1.02005e-07 0.000313149 0.000626728 -0.000219269 0.000776614 0.0019978 0.00475187 0.00730402 -0.00178064 0.00168929 0.00052724 0.00248934 0.000358249 0.000457963 0.00185045 0.000227217 0.00253505 0.000612122 0.00500765 0.0082904 0.00171332 0.00437136 0.00647803 0.000963153 0.0057446 0.00838154 0.00975947 0.013428 0.0169058 0.0060909
internal_weight=1.32649e+06 41666 26222 15444 24689 4192 1144 624 1533 520 20497 1612 18885 18473 3078 11388 1142 856 307 286 3058 728 458 144 626 573 488 244 187 244
internal_count=1326488 41666 26222 15444 24689 4192 1144 624 1533 520 20497 1612 18885 18473 3078 11388 1142 856 307 286 3058 728 458 144 626 573 488 244 187 244
cat_boundaries=0 1 2
cat_threshold=6150 544
is_linear=0
shrinkage=0.05


Tree=222
num_leaves=31
num_cat=2
split_feature=72 136 39 33 16 68 52 28 13 26 31 93 60 22 40 92 35 53 56 60 52 18 18 52 125 136 21 118 60 64
split_gain=1.658 3.11867 3.39343 3.19368 3.24601 3.1399 3.08919 3.35558 3.45906 3.07405 2.76392 2.71855 2.50425 3.08733 3.47188 3.79292 3.13521 2.48117 2.35817 7.18024 4.96082 5.09013 9.28432 8.44425 6.96194 5.43735 5.39761 5.29039 5.1386 4.94769
threshold=0.84564295411109935 0 11.050000190734865 11.449999809265138 11.120000362396242 268.08810424804693 12.184999942779543 1016.2500000000001 2.935000061988831 155.50000000000003 1016.1499938964845 -0.92889007925987233 0.38500818610191351 7.1050000190734872 9.9499998092651385 0.49352602660655981 10.250000000000002 0.034999999217689044 226.32544708251956 0.2259640917181969 0.30500000715255743 11.120000362396242 14.039999961853029 2.8549998998641972 0.58068084716796886 1 5.1349999904632577 -0.82409480214118946 0.45846575498580938 22.335000038146976
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 1 2 2 2 2
left_child=18 2 6 4 -4 11 7 9 -9 10 -2 -5 13 14 16 -16 -11 -3 29 -20 -21 23 25 24 -22 -23 -26 -24 -29 -1
right_child=1 17 3 5 -6 -7 -8 8 -10 12 -12 -13 -14 -15 15 -17 -18 -19 19 20 21 22 27 -25 26 -27 -28 28 -30 -31
leaf_value=-1.9002906106989159e-05 0.0009101303294301033 -0.0024697533008267115 -0.0017841909640775894 -0.0086790942006729679 -0.00022042538105746212 0.00025599634851783247 1.9395508680798126e-05 0.0021440043048318157 0.0067171196866842951 0.0051669517432590233 0.026881792509396166 -0.0011546452279427803 0.0014439863254126287 -0.0081098271558459351 0.0011675639505926017 0.027023940976790114 -0.0037442501436453315 -0.00033954042002831111 0.0016142770487330101 0.0010116407747678374 -0.00036571677312662422 0.00097781518469823429 0.0012924470776680312 -0.00063821038790249989 -0.00079183811686994255 0.0002554729981210799 0.00089649442589012608 -0.0013032612452815598 -0.00014140895525063886 -0.0022784582850694083
leaf_weight=829053 20 1392 4551 126 12254 45108 4384 1648 552 130 21 2538 1768 162 37 23 410 75937 7960 14136 31460 38961 5453 57748 5565 78663 31701 11275 61022 2430
leaf_count=829053 20 1392 4551 126 12254 45108 4384 1648 552 130 21 2538 1768 162 37 23 410 75937 7960 14136 31460 38961 5453 57748 5565 78663 31701 11275 61022 2430
internal_value=-9.69046e-08 -0.000156028 7.66441e-05 -5.10633e-05 -0.000643912 0.000157486 0.000977543 0.00185797 0.00329144 0.000631353 0.0142127 -0.00151053 0.00041126 -0.00198488 -0.000331147 0.0110792 -0.00159896 -0.000377838 1.99427e-05 0.000130057 9.48931e-05 5.46283e-05 0.000214612 -0.000192511 0.000181994 0.000494842 0.000644373 -0.000209333 -0.000322604 -2.56061e-05
internal_weight=1.32649e+06 151061 73732 64577 16805 47772 9155 4771 2200 2571 41 2664 2530 762 600 60 540 77329 1.17543e+06 343944 335984 321848 195374 126474 68726 117624 37266 77750 72297 831483
internal_count=1326488 151061 73732 64577 16805 47772 9155 4771 2200 2571 41 2664 2530 762 600 60 540 77329 1175427 343944 335984 321848 195374 126474 68726 117624 37266 77750 72297 831483
cat_boundaries=0 1 2
cat_threshold=788 2832
is_linear=0
shrinkage=0.05


Tree=223
num_leaves=31
num_cat=4
split_feature=72 17 79 41 12 136 52 39 136 55 12 58 87 33 110 89 83 136 92 101 53 136 67 100 76 86 52 126 28 35
split_gain=1.5195 3.6204 4.89216 4.13058 3.85409 4.22134 3.93927 4.07681 4.46336 6.43779 4.18772 3.78673 3.47288 3.39642 6.2801 3.62339 3.28659 3.20982 2.93335 4.32833 4.42993 3.75322 2.87085 2.94695 2.81372 3.28024 2.81235 4.95826 5.07009 2.72242
threshold=0.80311268568038952 10.405000209808351 16.595000267028812 9.8499999046325701 2.8750000000000004 0 6.7750000953674325 12.550000190734865 1 1.0850000381469729 2.4550000429153447 111.06040954589845 0.83781147003173839 13.050000190734865 0.6728264093399049 -0.96434092521667469 303.10736083984381 2 -0.10608715936541556 0.025609564967453483 7.3949999809265146 3 25.025000572204593 0.77791020274162304 31.564999580383304 0.89199483394622814 0.62500000000000011 -0.26722820103168482 1017.0499877929689 15.84999990463257
decision_type=2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2
left_child=-1 2 17 4 5 24 7 12 9 10 -9 -11 -7 -14 -15 -16 -13 26 19 21 29 -3 23 -6 25 -4 27 -2 -29 -21
right_child=1 18 3 -5 22 6 -8 8 -10 11 -12 16 13 14 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.4860558702997033e-05 0.023245985180671728 0.00038453339191065069 -0.00066641304973201335 0.003105659498266836 -0.0020873978797865023 -0.0029978585162459895 -0.0010762824021466025 0.028943164493793097 -0.00020335671598244122 0.021751572855788728 0.0077547537010355765 -0.012526112594982472 0.0019424793518954941 0.00068991625362582862 0.03259279010041307 0.011354079751659384 0.0024020841423755442 -0.00098984756267508217 -8.0599468273378602e-05 0.00057290596208080908 0.0019945996876081363 -0.0018334520332845873 -1.4869447270328323e-05 0.00040438702530674317 0.0024676963511087854 -0.0040446957266412923 0.00028594137925499016 -0.0049810782867811022 0.0088736469937385608 -0.0022807926068796332
leaf_weight=1089599 35 4995 2780 1032 5082 337 2587 39 6077 23 58 41 5870 169 24 123 366 30518 144828 10504 6336 3074 6297 1548 496 969 1499 111 163 908
leaf_count=1089599 35 4995 2780 1032 5082 337 2587 39 6077 23 58 41 5870 169 24 123 366 30518 144828 10504 6336 3074 6297 1548 496 969 1499 111 163 908
internal_value=-9.15951e-08 -0.000114862 -0.000428587 -9.11037e-06 -0.000106855 0.000328762 0.000706545 0.00105843 0.000182708 0.00455203 0.0162738 0.00201367 0.00194503 0.00221431 0.00726384 0.0148216 0.000898261 -0.000868723 6.92544e-06 0.000497922 0.000934451 -0.000462235 -0.000779438 -0.00150561 -0.00106885 -0.00153959 0.00117477 0.00552464 0.00326097 0.00034585
internal_weight=1.32649e+06 236889 66244 33918 32886 19959 15714 13127 6604 527 97 430 6523 6186 316 147 407 32326 170645 25817 17748 8069 12927 6630 4245 3749 1808 309 274 11412
internal_count=1326488 236889 66244 33918 32886 19959 15714 13127 6604 527 97 430 6523 6186 316 147 407 32326 170645 25817 17748 8069 12927 6630 4245 3749 1808 309 274 11412
cat_boundaries=0 1 2 3 4
cat_threshold=6320 2 48 2224
is_linear=0
shrinkage=0.05


Tree=224
num_leaves=31
num_cat=0
split_feature=112 16 78 35 124 109 122 39 93 36 79 83 4 56 8 3 52 31 55 70 54 11 10 96 94 27 103 64 70 30
split_gain=1.52809 4.12626 7.21214 6.51338 5.59258 4.8199 4.04095 5.61381 3.95779 4.86424 6.04247 5.60799 4.80371 3.63938 3.52271 4.02912 3.32423 3.97025 3.92929 3.45327 3.89515 3.39834 4.07728 4.00483 3.9601 3.33401 5.12663 3.70241 3.2493 3.24841
threshold=-0.46173103153705591 14.039999961853029 1.075000047683716 16.650000572204593 0.95878320932388317 0.96708381175994884 -0.49240480363368982 12.650000095367433 -0.76823407411575306 11.84999990463257 6.1449999809265146 178.03819274902347 4.2500000000000009 305.80429077148443 15.050000190734865 324.50000000000006 7.0850000381469735 1017.9500122070314 5.0450000762939462 344.07653808593756 1.3350000381469729 10.650000095367433 5.3500001430511483 -0.97429507970809925 -0.96503958106040943 333.50000000000006 0.59189018607139599 1.3149999976158144 252.154655456543 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 4 28 6 8 16 7 -4 9 10 -2 -12 -11 -14 -7 -16 17 18 -6 21 -21 22 23 -19 -24 26 -26 -28 -3 -8
right_child=1 2 3 -5 5 14 29 -9 -10 12 11 -13 13 -15 15 -17 -18 19 -20 20 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-1.9457902586723928e-05 0.0050304902363283001 2.7662192862431954e-05 -0.00077319859240690923 0.0024659406025874676 0.00099281989857204688 -0.00016800924417051833 0.00075138172006494969 0.001770778544684841 -4.4280627588064419e-05 -0.00048935277198705661 0.0097934013541980842 -0.0020797353464000463 -0.0024022394281516899 0.0058052160967802767 0.010932352736603611 0.0016250020173319117 -0.0012832848425459135 0.019339656222683306 0.0074047368611671206 0.028044921374230675 0.0018800195716321471 -0.001043492122885217 0.021890224065217706 -0.0012002813528343885 0.003846011953135383 0.0020451277336178465 0.029035520473042049 0.011701536531797067 -0.0041162187519076425 -0.00091215029873664092
leaf_weight=1173595 742 38144 2736 6089 2714 8177 6240 10456 50784 10238 111 956 6356 138 144 604 641 26 262 33 25 242 45 272 222 256 37 184 479 5540
leaf_count=1173595 742 38144 2736 6089 2714 8177 6240 10456 50784 10238 111 956 6356 138 144 604 641 26 262 33 25 242 45 272 222 256 37 184 479 5540
internal_value=-8.80109e-08 0.000148594 0.000432433 0.000999653 -8.91098e-05 0.000826855 0.000642123 0.00124316 -0.000272554 -0.000897796 0.00156521 -0.000844573 -0.00116409 -0.00222783 0.000132431 0.00341679 0.00207665 0.00257543 0.00155731 0.00483319 0.0167669 0.00429412 0.00553376 0.000591794 0.0075132 0.00658765 0.00921267 0.0146036 -2.373e-05 -3.09585e-05
internal_weight=1.32649e+06 152893 69684 31061 83209 13884 24972 13192 69325 18541 1809 1067 16732 6494 8925 748 4959 4318 2976 1342 58 1284 1042 298 744 699 443 221 38623 11780
internal_count=1326488 152893 69684 31061 83209 13884 24972 13192 69325 18541 1809 1067 16732 6494 8925 748 4959 4318 2976 1342 58 1284 1042 298 744 699 443 221 38623 11780
is_linear=0
shrinkage=0.05


Tree=225
num_leaves=31
num_cat=4
split_feature=92 52 23 4 111 35 132 136 28 83 83 122 136 80 6 14 92 88 91 101 68 136 31 71 29 57 72 79 136 26
split_gain=1.61268 7.99444 7.3117 6.75598 6.88264 7.18913 6.34249 6.63372 5.90427 5.12033 4.77776 4.57822 4.49058 5.2948 6.48342 4.46484 4.32618 5.8359 4.89408 4.25533 4.08963 3.91595 4.16841 3.91547 3.88871 3.86709 3.82146 4.79098 4.34212 3.71192
threshold=-0.75314617156982411 2.5249999761581425 9.9749999046325701 4.8500001430511483 0.032296966761350639 9.2500000000000018 1015.6499938964845 0 1017.5499877929689 266.51638793945318 280.35830688476568 -0.49240480363368982 1 241.79035949707034 3.1499999761581425 0.63499999046325695 -0.12676960974931714 1.0000000180025095e-35 0.62745609879493724 -0.18218798935413358 243.02312469482425 2 1019.5499877929689 318.56846618652349 1029.350036621094 22.811249732971195 0.56462520360946666 10.614999771118166 3 301.50000000000006
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2
left_child=1 12 3 6 -5 -6 7 -3 26 -10 -8 21 -1 14 19 -15 -2 -18 24 -14 -21 22 -11 -16 25 -19 -9 28 -28 -7
right_child=16 2 -4 4 5 29 10 8 9 11 -12 -13 13 15 23 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011437143500880969 0.00027336457258951167 -0.0023331747375599184 -0.004148416690758429 -0.0025099718884617332 0.004047708565046498 -0.00076002350780288684 -0.010822362339933448 0.0015632615329472224 -0.0035544024930413386 0.00068498583900512974 -0.001763342303726664 -0.0012322590831734702 0.0038545703788247288 -0.0027790533772146047 6.5551305972819207e-05 -0.0003119531421504795 -1.0236575860867599e-05 -0.0054314332694919438 -0.006868740975587111 0.027887640293273664 0.0086162371751971733 0.0028155836528540945 -0.0068850284567675921 0.016054143161268141 0.019385161657777171 -0.00085994413141985521 0.00080828289487330253 0.0016710983612580168 -0.00061485680703645849 0.00031788172891932231
leaf_weight=22205 143173 1832 979 3310 1004 16849 168 15799 1209 816 1089 3477 630 1916 2108 42790 1012192 501 395 36 117 1871 234 39 23 6036 13127 7763 9045 15185
leaf_count=22205 143173 1832 979 3310 1004 16849 168 15799 1209 816 1089 3477 630 1916 2108 42790 1012192 501 395 36 117 1871 234 39 23 6036 13127 7763 9045 15185
internal_value=-4.68693e-06 -0.000151667 0.00015 0.000195357 -0.000336269 -0.000118491 0.000537791 0.000617802 0.000719456 -0.000570248 -0.00297409 -6.34576e-06 -0.000556636 -0.000282677 0.00177636 -0.000417688 1.60007e-05 -2.01545e-05 -0.00146356 0.00567105 0.0131507 0.00145291 -0.000992593 0.000355982 -0.0011381 -0.00121031 0.000934132 0.000602092 0.000227805 -0.000249067
internal_weight=1.32592e+06 163598 93757 92778 36348 33038 56430 55173 53341 7607 1257 6398 69841 47636 2930 44706 1.16232e+06 1.01915e+06 6955 783 153 2921 1050 2147 6560 6537 45734 29935 22172 32034
internal_count=1325918 163598 93757 92778 36348 33038 56430 55173 53341 7607 1257 6398 69841 47636 2930 44706 1162320 1019147 6955 783 153 2921 1050 2147 6560 6537 45734 29935 22172 32034
cat_boundaries=0 1 2 3 4
cat_threshold=2192 5904 5377 4677
is_linear=0
shrinkage=0.05


Tree=226
num_leaves=31
num_cat=2
split_feature=16 52 111 136 75 12 31 31 118 55 66 32 136 4 86 78 0 18 121 33 81 88 56 15 30 19 106 4 27 54
split_gain=1.5032 6.25174 4.64623 6.08962 4.59625 4.9387 4.34812 4.16193 4.42621 4.12535 3.97355 4.58452 3.8082 3.78498 3.76165 4.60673 4.22156 5.99462 4.13249 3.66562 3.59004 3.47261 3.36998 3.36479 3.54951 3.99457 3.30754 3.29163 3.21206 3.20778
threshold=6.9049999713897714 0.2650000005960465 0.057708380743861205 0 0.40724393725395208 0.83499997854232799 1008.5499877929689 1017.3500061035157 -0.07845610752701758 0.81499999761581432 1.7150000333786013 18.150000572204593 1 8.6500000953674334 0.82294279336929332 3.1250000000000004 240.50000000000003 9.5450000762939471 0.82409480214118969 14.750000000000002 203.01275634765628 -0.53930935263633717 68.363044738769545 1.575000047683716 1010.5499877929689 6.9049999713897714 -0.97492679953575123 0.65000000596046459 184.50000000000003 0.79500001668930065
decision_type=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 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 23 20 12 21 -11 -5 16 26 17 18 19 -8 -3 -12 -22 24 25 -7 -16 -13 29 -14
right_child=-2 9 -4 13 5 7 14 -9 -10 10 11 27 28 -15 15 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.026792283567853948 1.2306815250533313e-05 -0.005626202453722192 -1.4352991007346442e-05 -0.0006014543211314042 -0.0018502857932632039 -0.0082799012537603037 0.033766697609627791 -0.0041312857429457311 0.0012060866205395599 -0.001310337217399355 -0.00023828206653685974 0.0080438834617528668 -0.0047494959435425699 -0.0088534753823544376 -0.00052338970916545279 0.0043657751449896701 0.0044251014903009013 0.041259341668337585 -0.0090569813549518582 0.010010551268257381 -0.007235824178825033 -0.0017558977774455007 -0.0011739437863245419 0.016570811193909438 0.0062090471861905253 0.0056807109906982919 -0.016572719915873474 -0.0056358443574310389 0.00039772358715752583 0.0042828450464409574
leaf_weight=22 1206364 510 70971 466 980 101 22 235 1659 3102 12095 47 110 198 112 690 198 20 20 62 235 5476 9408 63 767 104 45 683 10229 924
leaf_count=22 1206364 510 70971 466 980 101 22 235 1659 3102 12095 47 110 198 112 690 198 20 20 62 235 5476 9408 63 767 104 45 683 10229 924
internal_value=-4.45276e-06 -0.000173566 9.65249e-05 0.00146174 0.00204672 0.0012222 0.00477008 0.00225021 0.00280688 -0.00065759 -0.00038398 -0.00087255 0.000238458 -0.00301671 0.00435563 0.00260684 0.00895571 0.0161901 0.0113691 0.0162324 -0.00153789 -0.000711247 -0.00132167 0.00537278 0.00464698 -0.00119744 -0.00512352 -0.00475509 0.000665592 0.00332196
internal_weight=1.32592e+06 119554 76735 5764 5100 3909 1191 2929 2694 42819 32666 18301 14365 664 1169 847 322 124 104 84 10153 17571 9643 1035 972 205 157 730 11263 1034
internal_count=1325918 119554 76735 5764 5100 3909 1191 2929 2694 42819 32666 18301 14365 664 1169 847 322 124 104 84 10153 17571 9643 1035 972 205 157 730 11263 1034
cat_boundaries=0 1 2
cat_threshold=2048 7296
is_linear=0
shrinkage=0.05


Tree=227
num_leaves=31
num_cat=1
split_feature=92 132 20 19 23 53 25 108 93 16 67 35 92 88 91 99 108 35 133 12 31 136 53 31 39 57 104 7 29 16
split_gain=1.4154 7.04322 6.98881 6.28517 5.55619 6.42095 5.53867 5.28701 4.48574 4.33034 4.26286 3.95876 3.95377 4.8207 4.11421 3.89646 4.22805 5.68647 5.29749 4.27703 4.04657 3.97725 3.86101 3.76647 3.76384 3.71961 3.56829 3.59244 3.52804 3.43987
threshold=-0.75314617156982411 1017.0499877929689 6.4949998855590829 9.5450000762939471 9.9749999046325701 4.2349998950958261 188.50000000000003 -0.39059840142726893 -0.38102746009826655 15.405000209808351 4.2950000762939462 9.2500000000000018 -0.18975391983985898 1.0000000180025095e-35 0.62745609879493724 -0.84316265583038319 0.15258587151765826 7.3500001430511483 1014.2500000000001 3.054999947547913 1009.7500000000001 0 2.0149999856948857 1024.049987792969 13.84999990463257 22.811249732971195 -0.78766408562660206 6.3500001430511483 1029.350036621094 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 1 2 2 2 2 2 2 2 2
left_child=1 2 3 22 5 7 10 -4 15 -3 -5 26 -2 -14 25 16 17 -7 20 -18 -19 -22 -1 -17 -11 -15 27 -8 -27 -23
right_child=12 9 4 6 -6 8 11 -9 -10 24 -12 -13 13 14 -16 23 19 18 -20 -21 21 29 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00040517694371823565 0.00027798222301415404 -0.0046618799524338547 0.0022737026215504802 0.0008274955331078449 -0.0036963032928646524 -0.016244241194466928 -0.0047164982126560069 -0.00029839596160349867 -0.0015898557916589045 -0.0065559754206047987 -0.0023506400442937342 -0.0012618974357026754 -8.2011381622109623e-06 -0.0051067590979908609 -0.0062311323543521634 0.0014975408465375158 0.00078874030909330218 0.0058354996535697921 -0.012846774415052293 -0.010876798037958296 -0.0040052397521386498 0.0053401569482771838 0.0005133370562111025 -0.012385526153125935 0.004821328681032265 -0.00074905367254546763 0.005298641821100401 0.006126500382141041 0.020284814722836018 -0.00081339889305695337
leaf_weight=27592 127402 1333 2114 6542 884 63 250 36380 1902 102 1258 30970 1027763 514 401 16445 14535 221 92 79 834 274 19546 49 253 6220 443 110 20 1327
leaf_count=27592 127402 1333 2114 6542 884 63 250 36380 1902 102 1258 30970 1027763 514 401 16445 14535 221 92 79 834 274 19546 49 253 6220 443 110 20 1327
internal_value=-4.23062e-06 -0.000141928 -0.00010843 -0.000414347 0.000244319 0.000291194 -0.000878945 -0.000157142 0.000772985 -0.00335498 0.000314919 -0.00117203 1.51505e-05 -1.7205e-05 -0.00131055 0.000905481 0.000384093 -0.00139176 -0.00105126 0.000725679 -0.000642679 -0.00123064 -2.43107e-05 0.0014563 0.00155236 -0.0010184 0.00229401 -0.00140336 -0.000681637 0.000238251
internal_weight=1.32592e+06 163598 161910 86711 75199 74315 39573 38494 35821 1688 7800 31773 1.16232e+06 1.03492e+06 7155 33919 17425 2811 2748 14614 2656 2435 47138 16494 355 6754 803 360 6240 1601
internal_count=1325918 163598 161910 86711 75199 74315 39573 38494 35821 1688 7800 31773 1162320 1034918 7155 33919 17425 2811 2748 14614 2656 2435 47138 16494 355 6754 803 360 6240 1601
cat_boundaries=0 1
cat_threshold=1924
is_linear=0
shrinkage=0.05


Tree=228
num_leaves=31
num_cat=2
split_feature=78 25 69 37 59 27 21 72 60 16 52 111 136 110 116 96 113 122 55 121 23 8 127 52 31 72 81 88 136 114
split_gain=1.38448 2.09269 3.94956 2.50066 1.86168 2.54001 1.64336 1.90727 1.4488 1.39972 5.611 4.19796 5.48823 4.35422 4.28264 6.19458 4.00499 3.87702 3.76799 3.62471 4.06357 3.42278 3.32282 3.26714 3.48484 3.88094 3.22519 3.18299 4.54752 4.1884
threshold=52.93499946594239 353.50000000000006 330.63557434082037 9.7500000000000018 70.695003509521499 126.50000000000001 5.5450000762939462 0.60309168696403515 0.45846575498580938 6.9049999713897714 0.2650000005960465 0.057708380743861205 0 -0.39864183962345118 -0.30069434642791742 -0.92720553278923024 -0.99809679388999928 0.90992662310600292 0.81499999761581432 0.21643137186765674 4.2149999141693124 10.250000000000002 -0.63605400919914235 0.18500000238418582 1012.3500061035157 0.36674033105373388 218.44797515869143 -0.51401767134666432 1 0.52247866988182079
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 1 2
left_child=9 4 -3 -4 8 -6 7 -7 -2 10 11 12 13 14 15 -1 -16 19 26 -15 -21 -14 -18 24 -22 -26 -12 -20 29 -29
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 18 -13 21 17 16 -17 22 -19 27 20 23 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.039912801940480004 -0.0065549160653426948 -0.0086957773517655299 0.029929467067122462 0.0059906058285074931 0.016782452862354972 0.018136343300342563 -0.00071114089607698841 0.00025907511243949066 -0.00061132241074287198 1.5984827427377975e-05 -0.0051227217639987941 -1.316944326094023e-05 -0.00048024155660785156 0.0015383516573682168 0.023419254171577367 0.0091716869211379889 0.013752109345103451 -0.0081626864150166518 3.6078152535133881e-06 0.027619543888916572 -0.00071167476785679662 -0.0082200398185075484 -0.0044623854599500964 -0.00905928360185616 0.030312879982271362 0.0081470490976149022 -0.0012478040139792725 -0.0003413689047368431 -0.0022152666209182786 0.010458404569346765
leaf_weight=23 240 23 20 24 21 25 6540 37 179 1199385 569 70937 456 4560 22 57 34 99 21101 24 60 208 95 31 28 67 9547 6673 4742 91
leaf_count=23 240 23 20 24 21 25 6540 37 179 1199385 569 70937 456 4560 22 57 34 99 21101 24 60 208 95 31 28 67 9547 6673 4742 91
internal_value=-4.0206e-06 -0.000699913 0.00809494 0.0168719 -0.00078359 -0.000579108 -0.000634333 0.00746765 -0.00401577 -2.69408e-07 -0.000163512 9.22727e-05 0.00138994 0.00194528 0.00865649 0.0180098 0.00370112 0.00163087 -0.000622725 0.00183414 0.00825687 -0.00286166 0.000338334 0.00575847 0.00872202 0.0146801 -0.00146576 -0.000361182 -0.00103017 -0.000195784
internal_weight=1.32592e+06 7109 67 44 7042 6623 6602 62 419 1.31881e+06 119424 76701 5764 5100 231 80 151 4869 42723 4770 210 664 129 186 155 95 10116 32607 11506 6764
internal_count=1325918 7109 67 44 7042 6623 6602 62 419 1318809 119424 76701 5764 5100 231 80 151 4869 42723 4770 210 664 129 186 155 95 10116 32607 11506 6764
cat_boundaries=0 1 2
cat_threshold=2048 625
is_linear=0
shrinkage=0.05


Tree=229
num_leaves=31
num_cat=0
split_feature=13 105 42 4 30 101 65 53 110 85 18 31 55 76 56 36 27 23 123 2 70 97 53 11 120 83 105 2 127 72
split_gain=1.35626 5.90428 3.55496 4.70238 3.62758 3.61794 3.60234 4.66855 5.16266 3.8416 3.96461 3.93961 3.80354 3.71426 3.49921 4.88682 3.3789 3.26252 4.18551 3.11588 2.94926 3.22199 4.14826 3.7572 2.91168 2.89408 4.48462 2.8238 3.65343 3.05622
threshold=0.76499998569488536 -0.89036005735397328 10.050000190734865 4.3500001430511483 1009.6499938964845 0.3019071370363236 1.2450000047683718 1.3550000190734866 0.17293098568916324 0.75789859890937816 8.7100000381469744 1014.2500000000001 0.47499999403953558 0.80500000715255748 277.50453186035162 13.949999809265138 270.50000000000006 6.7049999237060556 0.62249094247818004 192.50000000000003 241.27760314941409 -0.4864418357610702 1.1950000524520876 3.6499999761581425 -0.92384436726570118 342.08094787597662 -0.37854379415512079 208.50000000000003 -0.99961927533149708 0.87782877683639537
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 -4 20 16 8 9 10 -8 17 13 -12 -14 -16 27 -11 24 -15 -6 -22 23 -23 -19 -3 -27 28 -1 -29
right_child=-2 25 3 -5 5 -7 7 -9 -10 11 12 -13 14 19 15 -17 -18 18 -20 -21 21 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.017892363213974496 7.0801540181509814e-06 8.1748566233165896e-05 0.0053602425376884644 -0.0045963547764365778 -0.002624517237570294 0.010478400688002548 0.028859086707234385 -0.0013364725201775009 -0.0021630544951961052 0.0034387678434413017 -0.011507535688579082 -0.0009174239431936921 0.0066212054716764824 0.016553795019066647 0.039001315291083999 0.010718361703038682 -0.0022235559327491512 0.020747503966255035 0.033478473533283586 -0.00070096993863227831 -0.00062146588000720369 0.02965109912057718 -0.0010069852300446981 0.0050212012312840677 -0.0030746208760758925 -0.0005552537521968285 0.02032547605689615 0.00034112088170081537 -0.0021648641729985277 0.01374348989704104
leaf_weight=23 1267044 40048 200 1325 2936 62 20 1354 459 291 50 534 338 38 21 56 3497 23 22 84 1478 30 67 32 29 60 45 3946 1763 43
leaf_count=23 1267044 40048 200 1325 2936 62 20 1354 459 291 50 534 338 38 21 56 3497 23 22 84 1478 30 67 32 29 60 45 3946 1763 43
internal_value=-3.8204e-06 -0.000238414 -0.000971722 -0.00195919 -0.00123198 -0.00151829 -0.000490968 0.000922596 0.00247923 0.00389411 0.00696737 0.00181906 0.00622148 -3.03142e-05 0.00881259 0.0184319 -0.000996966 0.00582257 0.0151967 0.00467347 -0.00168201 3.99607e-05 0.00761817 0.0169389 0.00746209 0.000103484 0.00839363 -0.000254216 -0.00190657 0.000485594
internal_weight=1.32592e+06 58874 18721 6130 4805 4605 12591 3319 1965 1506 607 899 587 172 415 77 9272 365 74 122 4543 1607 129 62 52 40153 105 5775 1786 3989
internal_count=1325918 58874 18721 6130 4805 4605 12591 3319 1965 1506 607 899 587 172 415 77 9272 365 74 122 4543 1607 129 62 52 40153 105 5775 1786 3989
is_linear=0
shrinkage=0.05


Tree=230
num_leaves=31
num_cat=3
split_feature=81 32 31 136 9 60 8 126 111 71 94 87 136 54 74 40 1 21 112 4 136 39 56 69 111 86 40 64 85 111
split_gain=1.88461 4.96787 4.38831 5.43321 5.01601 4.15281 3.80709 5.62695 3.6072 3.32256 3.82995 4.15572 6.15097 3.57879 3.64025 3.24111 3.19099 3.12346 3.22884 2.78286 2.77826 4.53127 3.21795 2.77805 2.86126 2.63894 2.63767 3.08473 4.45864 2.54094
threshold=316.24801635742193 11.650000095367433 1017.5499877929689 0 11.050000190734865 0.35291427373886114 11.84999990463257 0.98624804615974437 0.17280842363834384 314.14320373535162 -0.087153535336256013 0.84755179286003124 1 0.37500000000000006 0.69038900732994091 14.250000000000002 351.50000000000006 4.9549999237060556 -0.96811076998710621 16.150000572204593 2 18.849999427795414 211.28479766845706 317.20719909667974 0.71405786275863659 0.69984042644500744 8.7500000000000018 1.8450000286102297 0.86216604709625255 0.92332714796066295
decision_type=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 2 2
left_child=9 2 3 19 5 17 15 20 -6 -1 11 25 13 14 -13 -3 -9 -5 -19 -2 21 -8 -22 24 -15 -11 -4 28 -28 -29
right_child=1 6 26 4 8 -7 7 16 -10 10 -12 12 -14 23 -16 -17 -18 18 -20 -21 22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=3.3043888806086613e-06 -0.000743081704231669 -0.0001523062521309858 -0.00025388534658152219 0.007568741370258588 0.012597764892202309 -0.002348937652493225 0.00085486943927338326 0.0023860097966400219 -0.00086492403165417883 -0.0038728929893912301 4.1804998943200086e-05 0.031725232740459235 0.00091422445701857527 0.0045646063479682529 0.0041625054553151132 -0.0079083205035594458 0.0088358727719637948 0.011878019939952841 -0.0066360042206302988 0.004544209932663669 -0.0038701855079152692 -0.008941567092527393 -8.2798934934069158e-05 0.0064426032526032576 0.00073993062978098504 0.00041781547545553994 -0.010099971676910562 0.0058210150565415949 0.012413471179275678 -0.0013860766435283478
leaf_weight=1172920 12312 59927 17550 42 51 2368 14610 555 2040 379 20261 23 5773 979 25 135 293 24 1255 254 666 119 3552 643 977 6578 91 499 29 162
leaf_count=1172920 12312 59927 17550 42 51 2368 14610 555 2040 379 20261 23 5773 979 25 135 293 24 1255 254 666 119 3552 643 977 6578 91 499 29 162
internal_value=-7.60838e-07 -0.000192789 -0.000674502 -0.0012212 -0.00248868 -0.00360193 2.84536e-05 0.00062981 -0.000536566 1.77553e-05 0.000493365 0.00108835 0.00183551 0.00382687 0.0173696 -0.000169739 0.00461456 -0.00584801 -0.00628859 -0.000635702 0.000451467 0.000775195 -0.000679197 0.00359148 0.00265422 0.000184068 -0.000127361 0.00271579 -0.00465922 0.00405468
internal_weight=1.32509e+06 116534 36677 18346 5780 3689 79857 19795 2091 1.20856e+06 35638 15377 8420 2647 48 60062 848 1321 1279 12566 18947 14729 4218 2599 1956 6957 18331 781 120 661
internal_count=1325092 116534 36677 18346 5780 3689 79857 19795 2091 1208558 35638 15377 8420 2647 48 60062 848 1321 1279 12566 18947 14729 4218 2599 1956 6957 18331 781 120 661
cat_boundaries=0 1 2 3
cat_threshold=1414 2322 913
is_linear=0
shrinkage=0.05


Tree=231
num_leaves=31
num_cat=0
split_feature=24 83 15 67 38 76 98 30 52 124 34 98 32 121 0 30 97 123 28 100 101 60 95 68 99 36 122 34 31 22
split_gain=1.85428 3.47574 2.84259 3.25877 3.37036 3.18219 3.34276 3.0623 5.94557 2.99325 2.51083 2.68285 2.51417 3.46864 3.11366 2.74659 2.43492 2.26438 2.17009 2.2086 2.72187 3.14509 2.13386 2.0834 2.78217 1.9984 2.18671 1.98472 2.13738 1.96239
threshold=171.50000000000003 169.54322814941409 0.50499999523162853 1.3149999976158144 22.250000000000004 1.7250000238418581 -0.998976171016693 1011.1499938964845 0.54500001668930065 -0.58068084716796864 18.94999980926514 -0.86114633083343495 20.150000572204593 0.23343648016452792 294.50000000000006 1013.1499938964845 1.0000000180025095e-35 -0.41467745602130884 1010.7500000000001 0.93922036886215221 0.66483598947525036 0.27125401794910436 -0.73375335335731495 182.23811340332034 -0.988807052373886 20.650000572204593 -0.66259482502937306 18.349999427795414 1017.7500000000001 7.6250000000000009
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 16 -3 4 5 6 -4 8 -7 -10 -5 29 13 14 -13 -14 -1 -15 -9 20 -20 -22 -23 -11 -25 26 -16 -8 -29 -12
right_child=-2 2 3 10 -6 7 27 18 9 23 11 12 15 17 25 -17 -18 -19 19 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=1.7014324334869054e-05 -9.6510680896651635e-06 -0.007071022516242708 0.019471893347376451 0.0003535712672249556 -0.0061962375823203311 0.034743040855973961 -0.0014486256594752826 -0.0071656623024347367 0.01441020624492975 0.0144997391548446 -0.0064874904770476863 0.00044019881136742213 0.0055096181222958679 0.0096453555432769178 -0.0053265143527338908 -0.004876823380106577 -0.0045492987004328725 0.031599881164932057 0.0030717639141410926 -0.0065029116513739748 -0.0043115829497023866 0.0072327852041622542 0.022154718347708695 0.017489313579757106 -0.0015927272318894494 0.015984009986561611 0.015427162938497283 0.0025180348818520867 0.019886004887521267 0.010068550439212811
leaf_weight=17133 1295569 107 22 7976 109 20 702 51 85 34 96 139 155 24 30 108 297 23 1765 56 27 46 50 22 145 82 22 155 20 22
leaf_count=17133 1295569 107 22 7976 109 20 702 51 85 34 96 139 155 24 30 108 297 23 1765 56 27 46 50 22 145 82 22 155 20 22
internal_value=-7.22451e-07 0.000391095 0.00104242 0.00111485 0.00244989 0.0027444 0.000221871 0.00372995 0.00838738 0.00654433 0.000605722 0.0034747 0.00486631 0.00784301 0.00568307 0.00124446 -6.07938e-05 0.0203891 0.00301558 0.00328268 0.00357293 0.0107645 0.0150046 0.00321796 0.000921075 0.0111216 0.00345389 -0.000261026 0.00450295 -0.00340077
internal_weight=1.32509e+06 29523 12093 11986 3309 3200 899 2301 306 286 8677 701 583 320 273 263 17430 47 1995 1944 1888 123 96 201 167 134 52 877 175 118
internal_count=1325092 29523 12093 11986 3309 3200 899 2301 306 286 8677 701 583 320 273 263 17430 47 1995 1944 1888 123 96 201 167 134 52 877 175 118
is_linear=0
shrinkage=0.05


Tree=232
num_leaves=31
num_cat=2
split_feature=81 120 34 91 38 61 115 2 63 136 10 43 107 74 26 79 16 71 94 78 54 115 56 136 53 88 80 34 43 31
split_gain=1.7044 4.53441 3.80029 4.56459 4.26654 5.34598 4.32533 4.97988 3.52583 3.37585 4.83333 3.54723 3.27609 3.22717 3.13611 3.0618 3.32111 3.00373 3.45309 3.76978 3.17249 4.78012 2.95554 2.9107 4.61322 5.08141 5.09837 3.30532 4.78278 3.07592
threshold=316.24801635742193 0.41467745602130895 11.750000000000002 -0.61608824133872975 13.650000095367433 0.3216704279184342 -0.78257837891578663 351.50000000000006 0.24719630181789401 0 10.34999990463257 13.449999809265138 -0.46973770856857294 0.91287308931350719 281.50000000000006 5.0150001049041757 8.7100000381469744 314.14320373535162 -0.087153535336256013 17.875000000000004 1.575000047683716 -0.98624804615974415 334.85888671875006 1 0.82499998807907116 -0.46750125288963312 346.37513732910162 16.150000572204593 12.550000190734865 1013.7500000000001
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 1 2 2 2 2 2 2
left_child=17 2 3 -2 5 6 7 8 14 10 11 12 -6 -7 -4 -9 -17 -1 19 20 21 -19 -10 24 29 27 -27 28 -26 -12
right_child=1 -3 4 -5 9 13 -8 15 22 -11 23 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=3.182211478079697e-06 -0.0001843051613873043 -0.0014020328393661119 0.027267928279581521 -0.0014775109991609534 -0.00026406385529840663 -3.5194415827067382e-05 0.0010651837124988277 0.0029219374011613822 0.0014460049063848342 -0.0020687566849839139 -0.0099838770387706728 -0.0067771744287516162 -0.0020159146619900081 0.0032756234014597405 0.0069847850532506056 0.029180998480770479 0.0068069410199920345 0.015829497043575561 4.0368607212704994e-05 0.0025857857542080009 0.0010587386507736527 -0.001175291811270245 0.013656793513263649 0.00020188170899250566 0.001589149176817803 0.0047407677831922471 0.023648895573726781 -0.0040441875624880478 0.023176595168367314 -0.00053121707229804077
leaf_weight=1172920 24769 7163 21 9418 23974 20100 8740 38 1054 2330 113 224 3003 764 206 43 27 42 20261 3120 9635 2580 52 10876 1949 978 37 268 26 361
leaf_count=1172920 24769 7163 21 9418 23974 20100 8740 38 1054 2330 113 224 3003 764 206 43 27 42 20261 3120 9635 2580 52 10876 1949 978 37 268 26 361
internal_value=-6.86328e-07 -0.000183303 -0.000103485 -0.000540564 9.52596e-05 0.000544378 0.00148365 0.00402175 0.0031851 -0.000220626 -0.000117108 -0.000511104 -0.000459075 8.60414e-05 0.0088612 0.0143482 0.020551 1.69223e-05 0.000469137 0.00103409 0.000639107 -0.000902904 0.00202011 0.000616458 0.00181922 0.00249462 0.00543003 0.0011663 0.00187334 -0.0027847
internal_weight=1.32509e+06 116534 109371 34187 75184 31045 10181 1441 1333 44139 41809 27201 26977 20864 227 108 70 1.20856e+06 35638 15377 12257 2622 1106 14608 3732 3258 1015 2243 1975 474
internal_count=1325092 116534 109371 34187 75184 31045 10181 1441 1333 44139 41809 27201 26977 20864 227 108 70 1208558 35638 15377 12257 2622 1106 14608 3732 3258 1015 2243 1975 474
cat_boundaries=0 1 2
cat_threshold=1937 529
is_linear=0
shrinkage=0.05


Tree=233
num_leaves=31
num_cat=1
split_feature=24 79 67 30 39 70 92 104 38 34 101 124 25 6 118 127 35 3 115 15 125 30 54 18 20 26 20 55 136 61
split_gain=1.67426 3.19765 4.09759 4.23832 3.96851 3.2413 3.66452 2.92353 2.68864 2.61099 3.71676 3.50446 3.2911 3.53511 2.72133 3.58288 2.87045 2.86581 2.61154 2.58451 2.51685 2.47253 2.32556 2.22908 2.19572 2.79233 2.77139 2.04894 4.66054 2.62949
threshold=171.50000000000003 1.544999957084656 2.0149999856948857 1022.3500061035157 21.050000190734867 297.16384887695318 0.77939698100090038 -0.99806812405586232 22.250000000000004 12.050000190734865 0.16097679734230044 0.7933231294155122 123.50000000000001 4.6499998569488534 -0.99353402853012074 0.64942333102226268 17.849999427795414 307.50000000000006 0.55191597342491161 1.8750000000000002 0.90992662310600292 1014.8500061035157 2.0049999952316289 8.0099999904632586 5.6749999523162851 183.50000000000003 6.3750000000000009 3.5449999570846562 0 0.58190596103668224
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 7 3 5 27 8 19 -1 9 12 14 18 -3 -14 15 -11 -16 -18 22 24 23 -6 -12 -13 25 -7 -26 28 -4 -30
right_child=-2 2 4 -5 21 6 -8 -9 -10 10 11 20 13 -15 16 -17 17 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0059371143305235402 -9.136880315585905e-06 -0.013864619315278773 -0.0032550099169351109 -0.0075639768281554878 0.0083015539436817245 0.019320689233938686 -0.0049626966369234853 2.5142943700488086e-05 -0.0053169968530225259 0.0080327367039334449 -0.0059847047149490283 0.027790927678745775 -0.0059357871110656095 0.0050340899610047223 0.00057907550293556469 -0.0021759726559388891 0.0064709133004946275 -0.0020687153081997253 0.019722122791142244 -0.0069308871231876998 0.0035669699809117682 -0.0020114659972779165 0.005108128292950387 0.012336791179675078 0.02352955953242129 0.0038645316118444818 0.0069940689718350768 0.00067800298626763801 0.00060779538409358425 0.012103839410254016
leaf_weight=208 1295569 49 1249 108 237 37 54 17828 120 359 65 35 133 164 2027 113 446 126 23 23 47 77 173 70 58 139 45 4313 1145 52
leaf_count=208 1295569 49 1249 108 237 37 54 17828 120 359 65 35 133 164 2027 113 446 126 23 23 47 77 173 70 58 139 45 4313 1145 52
internal_value=-6.52717e-07 0.000371661 0.0010237 0.00221911 0.000277687 0.00246448 0.00703395 -4.36167e-05 0.00205265 0.00228355 0.00269496 0.00714822 -0.00185906 0.000121653 0.00209607 0.0055887 0.00146178 0.00458981 0.00363337 0.00917905 0.0131836 0.00577256 0.00207857 0.0174882 0.0105071 0.00711384 0.0163053 2.24138e-05 -0.00113358 0.00109803
internal_weight=1.32509e+06 29523 11487 4414 7073 4306 356 18036 3950 3830 3484 413 346 297 3071 472 2599 572 261 302 152 314 238 105 279 176 103 6759 2446 1197
internal_count=1325092 29523 11487 4414 7073 4306 356 18036 3950 3830 3484 413 346 297 3071 472 2599 572 261 302 152 314 238 105 279 176 103 6759 2446 1197
cat_boundaries=0 1
cat_threshold=1795
is_linear=0
shrinkage=0.05


Tree=234
num_leaves=31
num_cat=2
split_feature=81 122 33 91 35 37 136 10 106 90 19 36 70 65 61 69 23 58 19 136 95 119 42 97 112 71 40 2 117 121
split_gain=1.54414 4.18533 3.34024 3.92533 3.67657 3.59321 4.1618 3.62963 3.69158 3.68862 3.43496 2.99046 2.88873 2.80509 3.13962 3.71877 3.37926 3.06047 2.73538 3.23367 3.06971 3.10449 2.72227 2.87313 3.18559 2.70771 3.25814 3.14254 2.67909 2.62924
threshold=316.24801635742193 0.18222858756780627 11.550000190734865 -0.60086292028427113 4.3500001430511483 13.449999809265138 0 10.34999990463257 -0.50379756093025196 -0.99985608458518971 14.039999961853029 17.44999980926514 321.48103332519537 0.46500000357627874 0.25000262260437017 280.46528625488287 5.1150000095367441 284.47808837890631 6.4600000381469735 1 -0.91174259781837452 0.9980967938899995 13.150000095367433 -0.67956799268722523 0.061046212911605842 314.14320373535162 13.250000000000002 329.50000000000006 0.44618082046508795 -0.43049471080303187
decision_type=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 2
left_child=25 2 3 -2 12 10 -7 8 -8 -10 -4 -3 -5 14 15 -6 -17 -15 19 -9 29 -22 23 24 -11 -1 27 -27 -29 -20
right_child=1 11 5 4 13 6 7 18 9 22 -12 -13 -14 17 -16 16 -18 -19 20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=3.0935631912781138e-06 -0.00019499326624068051 -0.0012609589478112214 0.0007043739215218457 0.0017313661673294218 0.030117835812270646 -0.0022614697103115798 -0.00017587215544832073 0.0042058859071056809 0.017386344261467457 -0.00079289320340461425 -0.00092076632437367153 0.0073878891245083948 0.016183178337584987 -0.0029633892178366804 -0.00011373329191253736 0.022003237511962655 -0.0031683886609971527 -0.00086769973159119159 0.0039698711046006361 -0.0018314642450943785 0.00046182574490246753 0.015819111568006604 -0.0087077232282476644 -0.0030888454835919757 0.0096861181060473138 0.00062309018187095468 0.0074552831136282874 0.0022468691675454808 -0.0010338627177825545 -0.00040154109674040231
leaf_weight=1172920 22160 9568 27034 384 20 2291 23962 242 25 2198 3696 101 38 3679 221 20 40 3309 1247 1890 11804 33 141 1881 75 29573 165 707 5193 475
leaf_count=1172920 22160 9568 27034 384 20 2291 23962 242 25 2198 3696 101 38 3679 221 20 40 3309 1247 1890 11804 33 141 1881 75 29573 165 707 5193 475
internal_value=-6.21308e-07 -0.00017444 -8.43079e-05 -0.0005331 -0.00150476 8.98077e-05 -0.000188575 -8.00445e-05 -0.000418422 -0.00176379 0.000508913 -0.00117062 0.00303271 -0.00176745 0.00295864 0.0114461 0.00522215 -0.00197103 0.000529808 -0.00113504 0.000791586 0.00050464 -0.00187526 -0.00164334 -0.000447127 1.6139e-05 0.000445492 0.000412887 -0.000640731 0.00276405
internal_weight=1.32509e+06 116534 106865 29871 7711 76994 46264 43973 28282 4320 30730 9669 422 7289 301 80 60 6988 15691 2132 13559 11837 4295 4154 2273 1.20856e+06 35638 35473 5900 1722
internal_count=1325092 116534 106865 29871 7711 76994 46264 43973 28282 4320 30730 9669 422 7289 301 80 60 6988 15691 2132 13559 11837 4295 4154 2273 1208558 35638 35473 5900 1722
cat_boundaries=0 1 2
cat_threshold=4134 512
is_linear=0
shrinkage=0.05


Tree=235
num_leaves=31
num_cat=2
split_feature=72 103 107 121 66 90 64 36 136 38 8 67 12 96 65 136 35 67 39 8 13 92 63 37 107 127 107 93 86 59
split_gain=1.73831 2.96224 3.54473 2.81948 2.306 2.63808 4.13655 3.74534 2.76184 2.56265 2.8436 2.34186 4.69014 3.75596 2.70659 4.36137 4.56682 3.53552 3.48073 3.52494 3.21974 3.42873 3.37633 6.51772 4.72297 5.73739 4.23609 3.64775 3.63543 3.76669
threshold=0.88917323946952831 0.77709701657295238 -0.75111630558967579 -0.66259482502937306 27.414999961853031 -0.3695604801177978 8.3350000381469744 11.050000190734865 0 9.0500001907348651 15.750000000000002 17.914999961853031 1.5649999976158144 1.0000000180025095e-35 5.7750000953674325 1 11.750000000000002 7.1449999809265146 8.8499999046325701 11.750000000000002 2.7549999952316289 -0.77093198895454396 0.36101782321929937 12.250000000000002 -0.52244654297828663 0.99901017546653759 -0.85778436064720143 -0.052271984517574303 0.84865134954452526 347.08828735351568
decision_type=2 2 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
left_child=4 2 -2 -3 11 8 7 -7 -6 10 -10 14 13 -13 17 18 -17 -1 19 -16 22 -22 23 24 25 26 -18 28 29 -25
right_child=1 3 -4 -5 5 6 -8 -9 9 -11 -12 12 -14 -15 15 16 20 -19 -20 -21 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-4.0940715269924538e-06 -0.00013417451291914044 0.0030839370567125094 -0.0010373931154249799 0.00027829659442668131 0.00064556746020833422 -0.006150785712120326 -0.0018304011282462306 0.018388408245906856 0.0077316825887157482 -4.3248957466301124e-06 -0.0020342163318424048 -0.00190106986589175 -0.00017349971745967498 0.019291985722347388 0.014008334101942769 -0.00011754852420456727 0.0005180994943572492 -0.000584583898849446 -0.00019541980540800118 -0.0040254667657427488 -0.0037713038624931517 -6.1658173057573275e-05 0.00046610439849501797 0.00044733571630782603 0.00045526389308381103 0.028535937704145909 0.0057786280272331299 -6.3594036256881261e-05 0.0024917660088724885 0.019526935082215532
leaf_weight=904235 42855 1124 14551 4404 35768 23 2116 48 219 37835 113 4677 68834 21 84 36521 514 27014 55931 40 670 8858 60428 5091 946 25 1498 6693 4507 26
leaf_count=904235 42855 1124 14551 4404 35768 23 2116 48 219 37835 113 4677 68834 21 84 36521 514 27014 55931 40 670 8858 60428 5091 946 25 1498 6693 4507 26
internal_value=-2.02923e-07 -0.000256669 -0.000363118 0.000848763 1.25792e-05 0.000279353 -0.00143208 0.0104391 0.000329977 3.40451e-05 0.00440775 -4.53452e-06 -0.000277823 -0.00180634 1.35194e-05 0.000189967 0.000353426 -2.09331e-05 -0.000176837 0.00819098 0.000546175 -0.000322517 0.00064999 0.00122573 0.00337471 0.00473053 0.00443474 0.000832864 0.0014563 0.000544281
internal_weight=1.32567e+06 62934 57406 5528 1.26274e+06 76122 2187 71 73935 38167 332 1.18661e+06 73532 4698 1.11308e+06 181832 125777 931249 56055 124 89256 9528 79728 19300 2983 2037 2012 16317 9624 5117
internal_count=1325669 62934 57406 5528 1262735 76122 2187 71 73935 38167 332 1186613 73532 4698 1113081 181832 125777 931249 56055 124 89256 9528 79728 19300 2983 2037 2012 16317 9624 5117
cat_boundaries=0 1 2
cat_threshold=2433 4161
is_linear=0
shrinkage=0.05


Tree=236
num_leaves=31
num_cat=0
split_feature=68 106 76 55 38 64 15 0 8 95 55 27 29 60 125 77 123 88 123 99 95 85 10 35 66 72 89 77 56 36
split_gain=1.6559 4.47316 4.97448 3.99029 5.0382 3.27798 4.99073 3.0132 3.64399 2.9685 2.74075 4.28384 2.65599 2.95803 2.5602 2.54368 2.93262 2.55559 2.53912 2.53731 2.53424 2.52647 2.47613 3.79305 3.49996 3.40307 3.2532 3.19357 3.15672 2.95445
threshold=325.72602844238287 -0.50379756093025196 27.585000038146976 0.67500001192092907 9.8499999046325701 25.505000114440922 2.6750000715255742 355.50000000000006 8.2500000000000018 0.74155443906784069 5.2850000858306894 316.50000000000006 1008.1499938964845 0.47198076546192175 0.97233289480209362 22.804999351501468 -0.66259482502937306 -0.26464137434959406 -0.43049471080303187 0.27761048078536993 -0.75281834602355946 0.87485530972480785 9.5500001907348651 12.550000190734865 3.2749999761581425 0.65248388051986705 -0.88604527711868275 28.945000648498539 289.11352539062506 11.449999809265138
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 20 19 4 9 15 10 12 -9 -4 11 -7 -8 21 -13 17 -17 -5 -6 -3 -2 -14 23 26 29 -26 -20 -28 -29 -24
right_child=1 2 3 5 18 6 7 8 -10 -11 -12 14 13 -15 -16 16 -18 -19 22 -21 -22 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=-6.8938830803979435e-06 0.0027454634731225586 -0.0013205596289606433 0.0027605918830280038 0.011535229065605525 -0.0031330027016034968 0.034905442632734776 0.010166726280646078 0.024296046605333688 0.0037781944483958234 -0.0093768178079356081 0.0028761772466152236 -0.00023025302216410639 -0.0068154891668851915 0.0014242047798329431 0.016155583714529621 0.0039346249753247891 -0.0024672789963026062 -0.0060799731005882398 0.026578495875000954 -0.015906573403626681 0.00079171008612671659 0.00010304745086937 0.019102520720722774 -0.0043812477262690662 -0.010142084234394133 0.0068125031909167886 -0.0091024989945193129 0.019616331047832204 -0.0028755652252584699 0.0029222735693343938
leaf_weight=1306875 2170 4845 96 71 84 20 58 25 161 106 111 40 282 668 59 201 1626 29 20 30 7059 248 102 123 32 394 30 39 26 39
leaf_count=1306875 2170 4845 96 71 84 20 58 25 161 106 111 40 282 668 59 201 1626 29 20 30 7059 248 102 123 32 394 30 39 26 39
internal_value=-1.92534e-07 0.000465798 -0.000291911 0.000870614 0.00351951 6.76291e-05 0.00168759 0.000596614 0.00653597 -0.00360854 0.00852754 0.013799 -0.00028294 -0.000788851 0.00953504 -0.00133796 -0.00176296 0.00642682 0.00513915 -0.00141032 0.00125109 -0.00357814 0.00600233 0.00172216 0.00779895 0.00553892 0.00825015 0.00439155 0.0106196 0.0146271
internal_weight=1.32567e+06 18794 9565 4690 1091 3599 1672 1442 186 202 230 119 1256 1198 99 1927 1827 100 889 4875 9229 530 805 238 567 426 115 95 65 141
internal_count=1325669 18794 9565 4690 1091 3599 1672 1442 186 202 230 119 1256 1198 99 1927 1827 100 889 4875 9229 530 805 238 567 426 115 95 65 141
is_linear=0
shrinkage=0.05


Tree=237
num_leaves=31
num_cat=2
split_feature=72 103 107 121 91 66 57 54 136 86 20 81 122 13 74 4 136 86 43 27 86 76 121 69 28 37 60 31 65 75
split_gain=1.58982 2.60878 3.22688 2.54793 2.26074 2.07828 2.44002 3.21934 2.54835 2.61559 3.24608 2.48646 2.45186 2.2281 2.78468 2.35174 2.15768 2.23557 3.06756 2.25207 2.12035 2.11735 2.10078 2.09045 2.08923 2.07616 2.0509 2.31738 2.61226 2.53099
threshold=0.88917323946952831 0.77709701657295238 -0.72873726487159718 -0.66259482502937306 -0.87375974655151356 27.414999961853031 227.07836914062503 0.37500000000000006 0 0.81265300512313854 6.6150000095367441 306.28417968750006 -0.63605400919914235 2.7549999952316289 0.91521838307380687 0.35000000894069677 1 0.83768418431282055 8.9499998092651385 322.50000000000006 0.82068875432014476 21.384999275207523 0.82409480214118969 292.42323303222662 1013.0499877929689 13.750000000000002 0.40297524631023413 1007.0499877929689 1.2849999666213991 0.88197219371795665
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=5 2 26 -3 -5 -1 7 23 -8 -10 -11 -12 -13 15 -15 -9 17 22 19 21 -14 -19 -17 -7 -16 -21 27 -2 29 -29
right_child=1 3 -4 4 -6 6 8 13 9 10 11 12 20 14 24 16 -18 18 -20 25 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.2056467245913168e-06 0.0034994734635648249 0.0029167472476395646 -0.0010674802868306712 0.0033764588254600277 -0.00016079340112966142 0.020764141019295763 0.00064645174993795736 -0.0060980445968366612 -0.00036354814976974413 0.0024565885336572499 0.0008399548492010405 0.0010866285459718117 0.0032143710160399078 -0.0024147197829498769 -0.0027464500178807773 0.00036343466180237759 -0.0023457629330890586 0.0029225964404631846 0.016935722094892369 0.016308470520932504 -0.0011364010392624711 -0.0060694441361119969 -0.010959291500462728 0.0027582153747789562 0.0094226660939360357 -0.00088889356702566153 -7.6993350121490922e-05 0.013127078849584887 -0.0026005835387636982 -0.0074975743180229551
leaf_weight=1186613 195 1124 12186 511 3893 27 34396 135 18885 1857 8593 2074 295 2381 58 594 421 515 41 54 5521 75 44 40 90 26 43150 51 1803 21
leaf_count=1186613 195 1124 12186 511 3893 27 34396 135 18885 1857 8593 2074 295 2381 58 594 421 515 41 54 5521 75 44 40 90 26 43150 51 1803 21
internal_value=-1.82907e-07 -0.00024545 -0.000345347 0.000791937 0.000249637 1.20411e-05 0.0002653 -0.000863917 0.000336265 4.94655e-05 0.000474779 0.000251506 -0.000389374 -0.00102829 -0.00200107 0.000263124 0.000748298 0.00171855 0.00365941 0.00284698 -0.000915721 0.00177954 -0.000417443 0.0100143 0.00465369 0.0107193 -0.000150745 -0.00168813 -0.00222764 0.00711156
internal_weight=1.32567e+06 62934 57406 5528 4404 1.26274e+06 76122 4501 71621 37225 18340 16483 7890 4434 2529 1905 1770 1349 711 670 5816 590 638 67 148 80 45220 2070 1875 72
internal_count=1325669 62934 57406 5528 4404 1262735 76122 4501 71621 37225 18340 16483 7890 4434 2529 1905 1770 1349 711 670 5816 590 638 67 148 80 45220 2070 1875 72
cat_boundaries=0 1 2
cat_threshold=2433 899
is_linear=0
shrinkage=0.05


Tree=238
num_leaves=31
num_cat=0
split_feature=132 38 69 55 84 32 36 12 67 106 55 92 36 76 22 100 55 21 132 5 57 23 90 61 113 56 76 59 20 109
split_gain=1.50419 3.16013 3.2255 4.7922 3.98362 3.27909 2.68895 2.19378 3.60944 3.64677 2.97354 3.66953 3.00472 4.99969 3.91082 3.8333 4.23732 4.15782 3.40845 4.15358 3.38597 4.70071 3.17881 2.9226 2.90297 2.8776 2.83073 2.67178 2.66064 2.53781
threshold=1011.3500061035157 16.750000000000004 223.96829223632815 3.745000004768372 0.88464248180389415 13.550000190734865 15.150000095367433 1.1150000095367434 1.9249999523162844 -0.59935656189918507 4.3750000000000009 0.98363164067268383 14.84999990463257 2.3349999189376835 4.5750000476837167 -0.31372626125812525 1.2549999952316286 6.4049999713897714 1021.1499938964845 8.0500001907348651 210.23349761962893 9.9749999046325701 0.17373816668987277 0.41700656712055212 -0.73724925518035878 160.31931304931643 0.80500000715255748 270.97714233398443 4.8650000095367441 0.084630217403173461
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 -2 23 9 -9 12 26 14 -14 -10 24 17 -17 22 -20 21 -16 28 -4 -15 -11 -12 -25 -18 -29
right_child=1 -3 7 4 -6 -7 -8 8 10 25 11 -13 13 15 20 16 18 -19 19 -21 -22 -23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=8.5096138278458226e-06 -0.0035184525428440527 0.002718970731721556 -0.0076776318247630555 -0.01219910928838536 -0.018105856624995947 -0.001648201715996174 0.0046929904502427218 0.0026331282104878791 0.01846158514575412 0.011122772067265455 0.017461069646979806 0.019099189452826976 0.022568043302744631 0.013506154296790356 -0.0042549713240400003 -0.00054289181623034621 -0.014964011558266875 0.0086214490387740619 0.0011789468992944984 0.028863507678033785 -0.0011594834498870139 0.015738307187954586 -0.015931917127603903 -0.0020452695709490105 -0.0016182975848300423 -0.0021934517709296998 -9.055826861831609e-05 0.018062932053280453 -0.0012352766721603207 0.0015437696409481829
leaf_weight=1291339 211 831 209 109 71 227 189 1974 24 43 23 25 25 90 1468 264 36 233 42 20 5249 30 39 1169 49 718 19046 31 1792 93
leaf_count=1291339 211 831 209 109 71 227 189 1974 24 43 23 25 25 90 1468 264 36 233 42 20 5249 30 39 1169 49 718 19046 31 1792 93
internal_value=-1.74402e-07 -0.000326828 -0.000402384 -0.00352513 -0.00734487 -0.00507097 0.000361454 -0.000325299 -0.000235417 0.00149952 -0.000402173 -4.42908e-05 -0.00113216 0.000316237 -0.00168619 9.93577e-05 -0.000363316 0.00375347 -0.00142399 0.0101095 -0.00175786 -0.00385457 -0.001807 -0.00219176 0.00817451 -0.00144102 -6.93884e-05 -0.00130503 -0.00150565 0.00567356
internal_weight=1.32567e+06 34330 33499 807 407 336 400 32692 31190 2735 28455 19094 9361 2590 6771 2565 2426 497 1929 62 6747 1498 1867 1502 139 761 19069 1293 1828 124
internal_count=1325669 34330 33499 807 407 336 400 32692 31190 2735 28455 19094 9361 2590 6771 2565 2426 497 1929 62 6747 1498 1867 1502 139 761 19069 1293 1828 124
is_linear=0
shrinkage=0.05


Tree=239
num_leaves=31
num_cat=1
split_feature=68 106 76 55 39 95 136 60 111 79 39 95 86 62 62 66 16 53 29 60 1 95 15 24 6 29 122 63 20 113
split_gain=1.47844 4.0378 4.47535 3.59134 3.94006 3.15127 3.12082 3.00914 2.76411 3.83054 2.63964 2.63228 2.73698 2.98935 4.64624 2.98587 2.91672 2.76509 3.36811 2.4952 2.894 2.9442 2.50001 2.48975 3.63845 2.41198 2.38698 2.36616 2.36183 3.6349
threshold=325.72602844238287 -0.50379756093025196 27.585000038146976 0.67500001192092907 10.250000000000002 0.74155443906784069 0 0.48158860206604009 0.7431820034980775 22.585000038146976 11.84999990463257 -0.75281834602355946 0.69657981395721447 0.23139847815036776 0.27647173404693609 3.0249999761581425 6.9049999713897714 2.7350000143051152 1017.8500061035157 0.38080540299415594 324.50000000000006 -0.88136649131774891 2.054999947547913 194.50000000000003 6.2500000000000009 1019.3500061035157 -0.13052122294902799 0.35896688699722296 6.5150001049041757 -0.26722820103168482
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 6 -3 4 5 -4 -2 8 9 -5 -9 12 -8 -14 16 -16 -15 18 19 20 21 -17 -23 24 -13 -19 -12 -18 29 -6
right_child=1 2 3 7 28 -7 11 10 -10 -11 26 23 13 14 15 17 27 25 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.4977725697326367e-06 -0.0020929661277531678 -0.0013405614553526858 0.0042174437042961982 0.0014757947183634138 0.0023708465914115736 -0.0075164762814176472 0.016346002235628761 -0.00031368143685862144 -0.0012669872806187676 0.027294189027743415 0.0017502130929871835 0.00098455049097537998 -0.0042938793062036722 0.023234749004683076 -0.0010957737955355007 0.0049797258081121579 0.010384027450319471 0.0013900985090100541 -0.004408450607421263 0.0020679588445504621 0.02383457161486149 0.027339420686749851 0.0065109570957720287 0.00086972333387408136 0.024739493767696401 0.019008380621671678 0.008026320572931709 -0.0018212327653040683 0.0013693853403960706 0.01051868435224845
leaf_weight=1306875 666 4875 101 51 249 132 38 588 2316 20 365 40 138 34 454 126 168 677 53 88 42 34 25 6547 27 20 259 52 305 304
leaf_count=1306875 666 4875 101 51 249 132 38 588 2316 20 365 40 138 34 454 126 168 677 53 88 42 34 25 6547 27 20 259 52 305 304
internal_value=-1.65683e-07 0.000440148 -0.000279745 0.000822916 0.0033359 -0.0024301 0.00118625 6.113e-05 -0.00096908 0.00874858 0.0020901 0.00144206 0.00305865 0.00279444 0.00334615 0.00229949 0.00960549 0.00374686 0.00725311 0.00921521 0.011986 0.009296 0.0185138 0.00096786 0.0105574 0.00189564 0.0043552 0.00749915 0.00490173 0.00684995
internal_weight=1.32567e+06 18794 9565 4690 1091 233 9229 3599 2387 71 1212 8563 1949 1911 1773 1519 254 1065 368 315 227 185 59 6614 67 697 624 220 858 553
internal_count=1325669 18794 9565 4690 1091 233 9229 3599 2387 71 1212 8563 1949 1911 1773 1519 254 1065 368 315 227 185 59 6614 67 697 624 220 858 553
cat_boundaries=0 1
cat_threshold=4097
is_linear=0
shrinkage=0.05


Tree=240
num_leaves=31
num_cat=1
split_feature=36 98 9 28 36 98 89 136 88 113 2 121 6 6 67 84 30 93 93 97 84 110 79 120 82 115 83 67 54 24
split_gain=1.73021 3.69621 2.85387 2.69212 1.90137 1.74108 1.70604 2.83612 3.56664 3.06371 3.93736 3.20373 2.86302 2.80357 2.76795 2.75461 2.56181 2.50653 3.29588 3.80015 2.82689 2.60288 2.9259 2.65198 3.55579 2.78168 2.59419 2.46842 4.10788 3.0406
threshold=6.9500000476837167 -0.98071449995040882 17.750000000000004 1022.4500122070314 7.1499998569488534 -0.80726253986358631 0.5242438316345216 0 -0.22800695896148679 -0.99961927533149708 246.50000000000003 -0.77159520983695973 14.250000000000002 1.1500000357627871 43.635000228881843 0.90525010228157055 1015.9500122070314 -0.35482648015022272 0.78827333450317394 -0.82746499776840199 0.89632135629653942 0.67761006951332103 9.7950000762939471 -0.58068084716796864 320.88371276855474 -0.3172925859689712 313.24143981933599 0.79500001668930065 0.69499999284744274 343.50000000000006
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 -1 3 -3 -2 -4 -6 27 14 10 -10 13 15 -11 -9 17 -15 20 -19 -20 21 22 -13 24 26 -25 -23 28 29 -8
right_child=4 2 5 -5 6 -7 7 8 9 11 -12 12 -14 16 -16 -17 -18 18 19 -21 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.023985441774129868 -0.004912329491211319 -0.0022569316543703077 0.02183271526144101 0.013789801727980375 5.1697818097719041e-06 0.0042878564146737906 0.015485319255718165 0.0006620887011053885 0.025906951612104542 0.0051318758719805947 -0.0010422501353208314 0.00039529849980325091 0.01499974035125758 -0.0086756076353401608 0.014778578528203072 -0.010191031459980878 -0.00070282536664488895 -0.003972584216228741 -0.0071028174821376093 0.020629444895312193 0.013419555806155718 0.0067704056575894362 -0.0065462965445476588 -0.0014443681732545424 -0.0013443246318881089 0.014137035460832219 0.024667874518952266 -0.0023389721492134358 -0.0020756503326099431 -0.0048972843719335898
leaf_weight=21 197 203 26 30 1315362 31 77 4423 23 59 33 577 28 353 35 80 141 674 21 30 42 40 206 217 48 33 41 2845 171 24
leaf_count=21 197 203 26 30 1315362 31 77 4423 23 59 33 577 28 353 35 80 141 674 21 30 42 40 206 217 48 33 41 2845 171 24
internal_value=3.14391e-07 0.00372928 0.00226245 -0.000190829 -5.60345e-07 0.0122908 1.69612e-07 -0.000643313 -9.00792e-05 -0.0015444 0.0100262 -0.00179458 -0.000878326 -0.00516963 0.000772918 -0.00109962 -0.00639998 -0.000722582 -0.00304524 0.00921028 0.000676028 0.000215418 -0.00143097 0.0036168 0.00943931 0.000612377 0.0158296 -0.00189782 0.00264669 0.0106419
internal_weight=1.32609e+06 311 290 233 1.32578e+06 57 1.32558e+06 10221 7104 2646 56 2590 2037 553 4458 2009 494 1929 725 51 1204 1162 783 379 129 250 81 3117 272 101
internal_count=1326091 311 290 233 1325780 57 1325583 10221 7104 2646 56 2590 2037 553 4458 2009 494 1929 725 51 1204 1162 783 379 129 250 81 3117 272 101
cat_boundaries=0 1
cat_threshold=5141
is_linear=0
shrinkage=0.05


Tree=241
num_leaves=31
num_cat=1
split_feature=36 98 9 28 36 98 89 136 93 81 32 52 42 61 60 60 68 123 85 32 84 1 16 29 33 120 6 125 52 127
split_gain=1.56151 3.33583 2.57561 2.42964 1.71599 1.57133 1.5397 2.62348 3.11273 2.90662 2.96462 2.89669 3.40758 3.69005 2.87631 4.12481 4.40801 4.76342 2.73528 5.30904 3.51824 3.45648 3.55087 4.58793 4.3497 3.55824 3.24055 2.90944 2.9075 3.80074
threshold=6.9500000476837167 -0.98071449995040882 17.750000000000004 1022.4500122070314 7.1499998569488534 -0.80726253986358631 0.5242438316345216 0 -0.052271984517574303 301.37367248535162 9.5500001907348651 0.58499997854232799 11.34999990463257 0.28587456047534948 0.34471324086189276 0.44250981509685522 276.14237976074224 -0.28400452435016627 0.79837623238563549 14.449999809265138 0.8341740369796754 328.50000000000006 11.775000095367433 1010.1499938964845 15.750000000000002 0.9238443672657014 2.5499999523162846 -0.94260558485984791 0.89499998092651378 -0.97233289480209339
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 -1 3 -3 -2 -4 -6 8 11 10 -9 12 13 -8 -10 16 -16 -18 19 28 -20 22 23 -21 25 -25 -23 -24 -12 -30
right_child=4 2 5 -5 6 -7 7 9 14 -11 18 -13 -14 -15 15 -17 17 -19 20 21 -22 26 27 24 -26 -27 -28 -29 29 -31
leaf_value=0.022786169942645804 -0.0046667130760905248 -0.0021440850367213217 0.020741079611560475 0.01310031161333124 4.9112926928127189e-06 0.0040734635204106818 -0.0072218476193735281 -0.0097657462130441818 -0.0018103750489355454 0.00066031057336297797 0.0012237701842603835 -0.0050020563517115674 0.018361659745614118 0.0067469564784957137 -0.0069358628595600257 -0.0062679817001480842 0.00024288389921331636 0.019102827826158165 -0.0049710200425055152 0.02610778457671404 -0.0006326759926932712 0.030514113374409225 0.012234790557114459 0.0078102142648803887 0.0002287734637760327 0.030376575011759999 0.0060401628970315584 -0.002466784004167083 0.0089662093297440803 -0.0064659475467481135
leaf_weight=21 197 203 26 30 1315362 31 105 99 565 4410 307 985 26 86 37 64 52 94 746 25 1251 21 37 138 271 20 38 372 44 428
leaf_count=21 197 203 26 30 1315362 31 105 99 565 4410 307 985 26 86 37 64 52 94 746 25 1251 21 37 138 271 20 38 372 44 428
internal_value=2.98671e-07 0.00354281 0.00214933 -0.000181287 -5.32328e-07 0.0116762 1.61131e-07 -0.000611147 -0.00222333 -0.000212549 -0.00122689 -0.00384998 0.00137948 -0.000932229 0.000157212 0.00465797 0.00847906 0.0123856 -0.000998289 0.000475123 -0.00225331 0.00304273 0.00224227 0.00528642 0.00407305 0.0106667 0.0147512 -0.00113681 -0.00256382 -0.00502736
internal_weight=1.32609e+06 311 290 233 1.32578e+06 57 1.32558e+06 10221 2014 8207 3797 1202 217 191 812 247 183 146 3698 1701 1997 922 863 454 429 158 59 409 779 472
internal_count=1326091 311 290 233 1325780 57 1325583 10221 2014 8207 3797 1202 217 191 812 247 183 146 3698 1701 1997 922 863 454 429 158 59 409 779 472
cat_boundaries=0 1
cat_threshold=5140
is_linear=0
shrinkage=0.05


Tree=242
num_leaves=31
num_cat=1
split_feature=135 52 58 36 98 9 28 37 88 27 114 98 18 72 106 25 59 0 35 76 136 63 2 89 84 88 104 33 37 102
split_gain=1.42236 2.46408 1.74888 1.40673 3.01058 2.32449 2.19275 1.58907 1.43097 2.31936 1.79385 1.41812 1.40207 4.47874 4.11096 3.59551 3.3706 3.20727 3.63352 3.37696 3.91115 2.80369 3.33719 4.43286 2.79501 3.34516 2.78364 2.78056 2.74435 3.32387
threshold=1021.8500061035157 9.9749999046325701 187.46040344238284 6.9500000476837167 -0.98071449995040882 17.750000000000004 1022.4500122070314 7.1499998569488534 -0.41967460513114924 335.50000000000006 -0.53727915883064259 -0.80726253986358631 6.0650000572204599 0.35229548811912542 0.079420104622840895 356.50000000000006 173.89931488037112 268.50000000000006 16.150000572204593 26.394999504089359 0 0.49000641703605657 341.50000000000006 -0.94665405154228199 0.90138733386993419 -0.6102258265018462 -0.99959072470664967 7.4500000476837167 17.44999980926514 -0.10071521997451781
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=3 2 -2 4 -1 6 8 -5 9 -6 -10 -7 13 14 15 -9 27 21 19 20 -19 22 24 -24 26 -26 -18 -15 -22 -30
right_child=1 -3 -4 7 5 11 -8 12 10 -11 -12 -13 -14 16 -16 -17 17 18 -20 -21 28 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.021646861430434955 -0.015767065003514293 -0.00011951272115718441 -0.0024192951738067872 -0.0043259930056420964 -0.0019399480133090816 0.019704026041122584 0.01244529585664471 0.0001152202242246925 -0.017642544276480165 0.015817741770297291 -0.0012246754940416096 0.0038697902790098002 1.4463128809314139e-05 0.015060119784396628 -0.0070070272262249449 0.019890222303397227 0.0054041562323534145 0.0012193746295232526 -0.0030638056871807287 -0.0035648931701398401 -0.0013784460893853932 -0.0014168990857654276 0.022522881571479192 0.0035368740312055171 0.00081510825940781764 0.0077487947854069893 -0.00015584216269623336 -0.0023845686045143428 0.00033863153375153032 0.014323578456218247
leaf_weight=21 25 3162 1335 212 112 26 30 38371 28 22 41 31 1260931 23 203 23 237 2667 1932 900 4890 1901 38 161 462 279 4489 3338 140 61
leaf_count=21 25 3162 1335 212 112 26 30 38371 28 22 41 31 1260931 23 203 23 237 2667 1932 900 4890 1901 38 161 462 279 4489 3338 140 61
internal_value=2.83738e-07 -0.00088497 -0.00266466 3.3128e-06 0.00336567 0.00204186 -0.000172223 2.52136e-06 -0.00203688 0.000975494 -0.007887 0.0110924 3.216e-06 -0.000232696 8.95449e-05 0.000127066 -0.000810702 -0.000541465 -0.0011032 -0.000665696 -0.000329362 0.000244679 0.000802155 0.00716234 0.000570643 0.00342577 0.000122981 -0.00226519 -0.00114085 0.00458282
internal_weight=1.32609e+06 4522 1360 1.32157e+06 311 290 233 1.32126e+06 203 134 69 57 1.32105e+06 60115 38597 38394 21518 18157 10590 8658 7758 7567 5666 199 5467 741 4726 3361 5091 201
internal_count=1326091 4522 1360 1321569 311 290 233 1321258 203 134 69 57 1321046 60115 38597 38394 21518 18157 10590 8658 7758 7567 5666 199 5467 741 4726 3361 5091 201
cat_boundaries=0 1
cat_threshold=1812
is_linear=0
shrinkage=0.05


Tree=243
num_leaves=31
num_cat=1
split_feature=89 136 88 113 2 121 6 6 97 105 84 13 84 120 126 26 61 52 42 85 21 71 65 25 114 34 16 114 71 85
split_gain=1.37379 2.37901 3.33152 2.76327 3.52358 2.80839 2.59076 2.53473 2.52729 2.5057 2.47497 2.4615 2.42479 2.81847 2.92051 2.59833 2.34113 3.2655 3.22324 4.2082 3.06049 3.679 2.92093 2.55997 3.55028 2.683 2.31222 2.563 2.68393 3.35427
threshold=0.5242438316345216 0 -0.22800695896148679 -0.99961927533149708 256.50000000000006 -0.77159520983695973 14.250000000000002 1.1500000357627871 -0.86963903903961171 -0.21984672546386716 0.90525010228157055 0.91500002145767223 0.84011852741241466 -0.81408452987670887 -0.84335932135581959 307.50000000000006 0.25000262260437017 0.22500000149011615 11.949999809265138 0.82144322991371166 6.2049999237060556 288.73211669921881 8.3550000190734881 294.50000000000006 -0.07845610752701758 14.449999809265138 11.775000095367433 -0.86159634590148915 266.89241027832037 0.74859687685966503
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 16 8 4 -4 7 10 -5 11 -10 -7 26 -13 15 -15 -14 18 20 -2 -20 21 -18 -22 -19 -25 -26 27 28 29 -3
right_child=1 2 3 5 -6 6 -8 -9 9 -11 -12 12 13 14 -16 -17 17 23 19 -21 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=4.7592145248602507e-06 -0.0045816082994068639 0.021183168103523328 0.022986505617602515 0.0049223429562871238 -0.0021618069619095573 -0.00071011296065478765 0.014248157134404341 -0.0060426709334071927 0.00225904453261408 -0.0041376608754678558 -0.0096844565082574267 -0.0035397432523686838 -0.0082854802551230906 0.015602819461098597 0.0011126958368285471 0.0084510398429951498 0.013670964823223842 -0.0046679626480909068 -0.0056041088647758351 0.017623310335553612 0.03093400415033102 -0.0053507615200543701 0.0067183498589491299 -0.00078897165116604087 0.0019049396315081555 0.027208304768428206 -0.0027898423614905036 0.013314045526900551 -0.0030119557426167795 0.0029689963622432617
leaf_weight=1315852 909 33 26 59 30 1936 28 494 2302 164 80 757 135 37 578 28 39 452 39 39 20 73 33 1471 22 20 139 71 117 108
leaf_count=1315852 909 33 26 59 30 1936 28 494 2302 164 80 757 135 37 578 28 39 452 39 39 20 73 33 1471 22 20 139 71 117 108
internal_value=2.70011e-07 -0.000576654 -7.10819e-05 -0.00147473 0.0095142 -0.00171169 -0.000856451 -0.00487281 0.000762027 0.00183364 -0.00106624 -0.000557288 -0.00152512 0.000435131 0.00198446 -0.0054105 -0.00172607 -0.000798814 -0.00374461 0.0060096 0.00595726 0.00127288 0.0158563 -0.00136612 -0.000379711 0.0139542 0.00261711 0.0049015 0.00258642 0.00723189
internal_weight=1.32609e+06 10239 7122 2653 56 2597 2044 553 4469 2466 2016 2003 1535 778 615 163 3117 2130 987 78 165 112 53 1965 1513 42 468 329 258 141
internal_count=1326091 10239 7122 2653 56 2597 2044 553 4469 2466 2016 2003 1535 778 615 163 3117 2130 987 78 165 112 53 1965 1513 42 468 329 258 141
cat_boundaries=0 1
cat_threshold=5141
is_linear=0
shrinkage=0.05


Tree=244
num_leaves=31
num_cat=2
split_feature=31 93 136 38 92 60 36 13 27 27 120 117 39 136 31 120 38 38 32 30 41 4 12 34 16 84 60 84 63 32
split_gain=1.32106 3.11969 3.4149 2.15478 2.10081 2.30841 2.03031 3.06069 2.12215 2.02615 2.00387 3.07415 2.2858 1.97705 1.95485 1.97915 2.96984 2.28158 2.10319 1.93816 2.66955 2.7845 1.84798 1.79575 1.64711 1.56962 2.19159 2.12725 1.93134 1.72508
threshold=1023.6499938964845 -0.40683771669864649 0 7.2500000000000009 0.42688395082950598 0.28300134837627416 10.650000095367433 1.544999957084656 310.50000000000006 221.50000000000003 -0.74892720580101002 -0.0087262028828264185 14.949999809265138 1 1024.6499633789065 -0.47714059054851526 10.150000095367433 9.1500000953674334 9.6500000953674334 1025.9500122070315 4.5499999523162851 0.55000001192092907 0.70499998331069957 12.34999990463257 10.405000209808351 0.77693524956703197 0.55534633994102489 0.8394543230533601 0.41981828212738043 10.150000095367433
decision_type=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 2 2 2
left_child=-1 2 10 -3 5 -5 7 9 -8 -4 11 12 -2 19 15 16 17 -9 -17 -7 21 -21 -13 -12 -15 -23 27 28 -27 -29
right_child=1 3 6 4 -6 13 8 14 -10 -11 23 22 -14 24 -16 18 -18 -19 -20 20 -22 25 -24 -25 -26 26 -28 29 -30 -31
leaf_value=1.3303889339058218e-05 -0.0019310288168489934 0.013268208280205727 0.012407995162066074 -0.0033923481751436516 2.964761065536942e-05 -0.00034869019895836944 -0.0023059304623112768 0.014721935354650785 -0.0064716095129279984 -0.0039691535973025811 0.012885621505910936 0.029911090126261114 0.013543605080672672 -0.0017616530420186969 0.00034732412853229205 0.0096780603157420615 0.028739095513116233 -0.0051338771256901651 -0.010331720036144059 0.019586871486778061 -0.00083501817179943956 0.00050905757395412364 0.008674430137588866 -0.001955911731568566 -0.00044690295694281259 0.0044344840743751439 0.0029911108427749687 0.013927953556665909 0.02071478254095252 -0.0034214041627197538
leaf_weight=1241248 75 30 20 683 57483 1842 1910 39 364 339 23 20 35 2761 190 29 22 23 24 27 487 320 21 179 17363 27 390 23 56 38
leaf_count=1241248 75 30 20 683 57483 1842 1910 39 364 339 23 20 35 2761 190 29 22 23 24 27 487 320 21 179 17363 27 390 23 56 38
internal_value=2.5651e-07 -0.000190626 -0.00169469 -0.000129508 -0.000134439 -0.00052717 -0.00224591 0.000130681 -0.00297273 -0.00305678 0.00290866 0.00734824 0.00299272 -0.000443305 0.00363006 0.00818277 0.0129564 0.00735607 0.000617028 0.000707896 0.00213575 0.00377794 0.0190338 -0.000266034 -0.000626974 0.00327813 0.00493749 0.0102089 0.0154188 0.00312016
internal_weight=1.32609e+06 84843 3313 81530 81500 24017 2960 686 2274 359 353 151 110 23334 327 137 84 62 53 3210 1368 881 41 202 20124 854 534 144 83 61
internal_count=1326091 84843 3313 81530 81500 24017 2960 686 2274 359 353 151 110 23334 327 137 84 62 53 3210 1368 881 41 202 20124 854 534 144 83 61
cat_boundaries=0 1 2
cat_threshold=32 52
is_linear=0
shrinkage=0.05


Tree=245
num_leaves=31
num_cat=1
split_feature=91 52 56 77 7 14 125 54 122 90 30 136 54 84 93 30 120 31 70 20 78 62 29 7 108 117 104 26 20 122
split_gain=1.68583 3.38094 4.33263 3.29587 4.27277 4.77819 5.20169 4.40368 4.19214 4.13662 4.03516 3.54452 4.03875 3.33177 3.15952 3.08029 3.28572 3.00221 2.99202 2.96458 3.06334 3.46052 4.26739 3.23225 2.94354 2.89787 2.77185 3.13276 4.00891 3.9394
threshold=0.51753437519073497 0.034999999217689044 111.71417617797853 7.555000066757203 4.6499998569488534 2.0949999094009404 0.93663650751113903 0.82499998807907116 -0.99535831809043873 -0.81915065646171559 1016.4500122070314 0 0.17500000447034839 0.84266763925552379 -0.97469592094421376 1020.5499877929689 -0.98897820711135853 1013.9500122070314 302.76518249511724 6.7149999141693124 8.2650003433227557 0.19054993242025378 1012.5499877929689 9.5500001907348651 0.097509816288948073 -0.73724925518035878 -0.70793566107749928 276.50000000000006 5.8150000572204599 -0.62249094247817982
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 15 14 25 5 6 8 10 -5 -9 -8 19 18 -7 -3 16 -2 -18 -13 20 -6 22 -22 -24 -19 -4 27 -10 29 -29
right_child=1 2 3 4 11 13 7 9 26 -11 -12 12 -14 -15 -16 -17 17 24 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=1.080676296891889e-05 -0.0068000045325607066 0.0070606339790780723 0.00080976418834986612 0.021225823598603408 -0.0053150676556959243 -0.0098522547441756442 0.036895284159430143 -0.0083754370192764323 -0.0038948928325541546 0.01395064814616058 0.010284379056455302 0.00045858364399165323 -0.0028483703561522225 0.00056666743309330761 -0.0063773832656065302 -0.015401777687172095 0.00087764256407788952 0.018547111505176874 0.016850342009953844 -0.0031412873253695087 -0.0036737818403967792 0.0017295980308681587 0.031782143479534265 0.007503861177247018 0.0060533917939560962 -0.0024600559448098424 -0.0015317781121065876 0.025294603697127768 0.0030896489586728412 0.0072092182217882231
leaf_weight=1314935 60 48 880 30 145 105 29 32 98 59 28 73 1744 285 493 21 184 64 45 398 28 1510 29 26 179 2946 318 45 353 91
leaf_count=1314935 60 48 880 30 145 105 29 32 98 59 28 73 1744 285 493 21 184 64 45 398 28 1510 29 26 179 2946 318 45 353 91
internal_value=5.80461e-06 -0.000629949 -0.000835339 -0.000582223 0.000205045 0.00250708 0.00421599 0.0129257 0.00283734 0.00609972 0.0238233 -0.000643102 -0.00223067 -0.00223843 -0.0051851 0.00334768 0.00415618 0.00569569 0.00670968 0.00074776 0.00164265 0.00227596 0.0122159 0.0203051 0.00934392 -0.00170798 0.00222778 0.00426447 0.00589968 0.0131934
internal_weight=1.32528e+06 10346 9838 9297 5471 1473 1083 148 935 91 57 3998 1862 390 541 508 487 427 118 2136 1738 1593 83 55 243 3826 905 587 489 136
internal_count=1325281 10346 9838 9297 5471 1473 1083 148 935 91 57 3998 1862 390 541 508 487 427 118 2136 1738 1593 83 55 243 3826 905 587 489 136
cat_boundaries=0 1
cat_threshold=1442
is_linear=0
shrinkage=0.05


Tree=246
num_leaves=31
num_cat=0
split_feature=91 52 104 12 56 99 70 26 2 60 88 82 81 89 83 122 95 13 33 76 92 36 103 79 61 13 12 32 14 56
split_gain=1.52146 3.13792 4.58245 3.62669 3.34145 2.94461 2.80628 2.62562 2.42997 3.15801 2.46862 2.41429 3.39395 3.50003 2.3842 2.77929 2.37529 2.31749 2.31715 2.51732 3.35634 3.21305 2.90612 2.40858 2.20764 2.9073 2.98192 2.49198 2.40939 2.55417
threshold=0.51753437519073497 0.2650000005960465 0.32838273048400884 0.87500000000000011 111.71417617797853 -0.9913213551044463 217.94675445556643 312.50000000000006 26.500000000000004 0.24176140129566195 -0.50458741188049305 261.54119873046881 265.97557067871099 -0.79083403944969166 292.94549560546881 -0.71322327852249134 0.61841997504234325 1.1150000095367434 10.150000095367433 10.244999885559084 -0.92791789770126332 11.250000000000002 0.65524694323539745 37.48500061035157 0.30589903891086584 2.5149999856948857 1.0149999856948855 12.34999990463257 2.6950000524520878 320.67280578613287
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 -3 11 -2 8 9 10 -6 -5 -13 -14 15 17 -10 -7 -16 21 -21 -20 -23 -22 25 26 -9 -27 29 -28
right_child=1 4 -4 5 7 14 -8 24 16 -11 -12 12 13 -15 18 -17 -18 -19 19 20 23 22 -24 -25 -26 27 28 -29 -30 -31
leaf_value=1.0266425007881654e-05 0.012813906096077214 -0.0051885816841375602 0.020724798524151405 -0.00059192670294298583 0.0025908283565355388 0.0079355571515751198 -0.0050245123250389351 -0.0058395204323303876 -0.0014390741525846117 0.00053990074396717601 0.025756690128827878 0.032466884180903433 0.022021869216114282 -0.00057062278501689438 -0.0037904711115266105 -0.0099254388362169273 -0.0053774990967083332 -0.0038127451074146425 0.026701317455930015 0.019609077645931394 -0.0014459348557207849 0.0013544999404499929 0.015706835056912026 0.012466548804918098 -0.00080199582657128343 0.0025008251765874898 0.0039279077732735064 -0.0068288242836587881 0.020665936246514322 -0.0040148991124754375
leaf_weight=1314935 24 437 31 39 23 74 271 93 4223 554 23 20 30 40 91 82 421 97 24 25 229 90 58 36 1837 127 1051 164 20 112
leaf_count=1314935 24 437 31 39 23 74 271 93 4223 554 23 20 30 40 91 82 421 97 24 25 229 90 58 36 1837 127 1051 164 20 112
internal_value=5.51438e-06 -0.000598451 0.00173882 0.00126031 -0.000922865 0.00278534 -0.00357325 -0.000707311 -0.00140924 0.00158516 0.0141738 0.0097991 0.0143019 0.00911187 0.00166279 -0.00235767 -0.00179611 0.00127132 0.00350218 0.00493861 0.00209622 0.00973101 0.00697906 0.000444063 0.000374036 0.0017527 0.0027812 -0.00275712 0.0034589 0.00316299
internal_weight=1.32528e+06 10346 1261 1230 9085 935 295 8648 5244 600 46 129 90 70 806 253 4644 171 553 462 290 172 148 265 3404 1567 1276 291 1183 1163
internal_count=1325281 10346 1261 1230 9085 935 295 8648 5244 600 46 129 90 70 806 253 4644 171 553 462 290 172 148 265 3404 1567 1276 291 1183 1163
is_linear=0
shrinkage=0.05


Tree=247
num_leaves=31
num_cat=0
split_feature=7 76 52 39 105 98 39 63 14 86 8 90 108 16 37 13 104 21 1 87 111 67 62 124 37 94 31 23 64 62
split_gain=1.58804 2.08902 7.80395 5.30701 5.34595 7.78377 5.3326 3.90701 4.05237 4.20539 3.7827 3.70299 3.5125 3.49335 3.93237 3.75933 4.01152 6.13428 6.05118 5.61142 4.08692 3.75511 3.46446 4.31297 3.42583 3.40241 3.37344 3.3345 3.94838 3.20904
threshold=4.6499998569488534 6.0250000953674325 0.38499999046325689 14.050000190734865 -0.80081307888030995 -0.85413244366645802 21.550000190734867 0.28002101182937628 2.2749999761581425 0.85924175381660473 7.8500001430511483 -0.2702909111976623 -0.66639938950538624 13.344999790191652 21.650000572204593 1.2050000429153445 1.0000000180025095e-35 4.8350000381469735 103.50000000000001 0.73265409469604503 -1.0000000180025095e-35 3.1650000810623173 0.30062980949878698 -0.41467745602130884 10.150000095367433 -0.18998797237873075 1011.4500122070314 7.805000066757203 4.8650000095367441 0.3674819022417069
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 7 -4 5 26 27 8 9 -3 -7 24 13 15 -15 16 18 25 19 20 21 -1 -19 -24 -11 -18 -5 28 -6 -23
right_child=-2 2 3 4 6 10 -8 -9 -10 11 -12 -13 -14 14 -16 -17 17 22 -20 -21 -22 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.004974094786060354 -4.8145683364950097e-05 0.0056849578110783373 -9.2357052774661211e-05 0.0017964614341619324 0.00050028093613074831 0.0025458481764819175 0.010693250510581571 0.0010648732532784213 0.011625488486052269 -0.011027476983144879 -0.00040651998586630118 -0.0026394784351878586 -7.5871861627238813e-07 -0.00036507097306179211 0.010699517592641873 0.00055993557166470181 -0.0058765375202121609 0.033700539171695708 0.0010735067700805038 0.0018367304608730946 0.0030228240033372128 0.044275439388695215 0.019503465403321679 0.001768403695049611 0.0040151209008771815 0.014206727812221896 0.00012065777410146413 0.00091115253420743787 -0.0011147223743134974 0.021180014393099078
leaf_weight=24 679165 859 87337 3674 6236 8303 115 4922 147 40 1248 426 494953 2470 83 1214 71 23 873 118 39 21 91 55 704 30 16445 5915 9627 53
leaf_count=24 679165 859 87337 3674 6236 8303 115 4922 147 40 1248 426 494953 2470 83 1214 71 23 873 118 39 21 91 55 704 30 16445 5915 9627 53
internal_value=5.23866e-06 6.13536e-05 0.000227752 0.000145116 0.000547345 0.000984673 -4.53336e-05 0.00184485 0.00360912 0.00302834 0.00216007 0.00107789 1.27774e-05 0.00130992 -5.35266e-06 0.00259549 0.00436313 0.00983762 0.00305275 0.00982874 0.0167124 0.0221602 0.0156638 0.0128224 0.00320638 8.87888e-05 0.000426682 -0.000102039 -0.000479839 0.0277341
internal_weight=1.32528e+06 646116 145998 138900 51563 29670 21893 7098 2176 2029 9551 1170 500118 5165 2553 2612 1398 270 1128 255 137 98 169 146 744 101 20119 21778 15863 74
internal_count=1325281 646116 145998 138900 51563 29670 21893 7098 2176 2029 9551 1170 500118 5165 2553 2612 1398 270 1128 255 137 98 169 146 744 101 20119 21778 15863 74
is_linear=0
shrinkage=0.05


Tree=248
num_leaves=31
num_cat=1
split_feature=7 52 17 92 79 136 33 36 74 36 22 56 89 40 29 68 125 103 119 73 8 53 26 89 64 97 12 71 36 34
split_gain=1.4332 1.9876 4.04271 5.35778 3.9734 6.58913 6.62509 5.81314 5.42458 4.92831 5.99551 4.89633 4.85079 3.96319 6.02337 3.84699 3.71599 3.86928 4.59614 4.14321 3.69104 3.43719 3.40954 3.92445 3.39134 3.24595 3.16317 3.21268 3.59067 5.76709
threshold=4.6499998569488534 5.4949998855590829 11.120000362396242 -0.86820372939109791 17.304999351501468 0 6.1499998569488534 11.84999990463257 0.59291994571685802 12.750000000000002 5.0150001049041757 301.80715942382818 -0.48937049508094782 10.34999990463257 1017.5499877929689 272.40499877929693 0.68832838535308849 -0.51509359478950489 -0.93038213253021229 0.36613027751445776 5.4500000476837167 0.14500000327825549 312.50000000000006 -0.70814034342765797 1.3949999809265139 -0.97101750969886769 3.6250000000000004 293.28337097167974 10.949999809265138 11.84999990463257
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 4 3 -3 8 6 7 -6 -2 10 -8 20 -10 26 -15 -4 21 18 -18 -20 -9 -7 -22 -24 -5 -23 27 -12 -29 -30
right_child=1 2 15 24 5 16 9 11 12 -11 13 -13 -14 14 -16 -17 17 -19 19 -21 22 25 23 -25 -26 -27 -28 28 29 -31
leaf_value=5.8285949539411565e-05 2.4356418461057521e-05 0.00093512209034019424 -0.00063342333745831187 0.0035252085644443877 -0.0072211361719074392 -0.003553618153568144 -0.0029514159745339958 -0.011529126794387896 -0.00020253836586667554 -2.2118536799923645e-05 0.00066480139390588438 0.023901942921265101 -0.0011582667234495009 0.016117103862697664 -0.00094568835078500844 6.1465287994590044e-05 0.028009293219518096 0.00023841458662000119 -0.0065283633886526029 0.0066374391420715856 0.0041557411645550893 0.0010414606587362792 0.0023243563813402468 0.021961185400821755 -0.00091277808637303757 -0.00088362297333007683 -0.0015752884753595855 0.0033411835725475052 -0.00043244744967453196 0.0027876927510708813
leaf_weight=646116 370353 4750 24225 436 59 977 757 24 48115 9698 5146 52 18336 115 94 112008 21 25687 75 294 158 2770 38 77 33920 10452 788 4075 2450 3215
leaf_count=646116 370353 4750 24225 436 59 977 757 24 48115 9698 5146 52 18336 115 94 112008 21 25687 75 294 158 2770 38 77 33920 10452 788 4075 2450 3215
internal_value=4.97673e-06 -4.57384e-05 -0.000190732 -0.000638843 4.72141e-06 0.000363185 0.000971369 0.00729436 -5.02803e-05 0.000873789 0.00139593 0.00974827 -0.000466255 0.00160313 0.00844293 -6.21001e-05 -4.09208e-05 0.000313461 0.00525635 0.00396146 0.00727018 -0.000691786 0.00892287 0.0154725 -0.000856457 -0.000480319 0.00151193 0.00167535 0.00220927 0.00139505
internal_weight=1.32528e+06 679165 175339 39106 503826 67022 26746 408 436804 26338 16640 349 66451 15883 209 136233 40276 26077 390 369 297 14199 273 115 34356 13222 15674 14886 9740 5665
internal_count=1325281 679165 175339 39106 503826 67022 26746 408 436804 26338 16640 349 66451 15883 209 136233 40276 26077 390 369 297 14199 273 115 34356 13222 15674 14886 9740 5665
cat_boundaries=0 1
cat_threshold=326
is_linear=0
shrinkage=0.05


Tree=249
num_leaves=31
num_cat=0
split_feature=107 42 120 31 40 66 28 4 52 34 94 15 39 14 125 11 31 55 72 55 55 61 83 38 37 56 36 106 33 107
split_gain=1.43097 4.25929 9.93238 6.67768 5.42355 5.10952 4.85175 4.74522 4.35264 4.2924 5.50066 4.31375 4.20191 4.14914 4.11453 3.98402 4.89679 3.84564 4.80596 3.71288 3.65321 4.90214 3.57869 3.49922 3.32569 4.611 3.29066 3.99018 4.23842 3.6796
threshold=-0.7933237850666045 1.1500000357627871 -0.8338540494441985 1010.3500061035157 10.150000095367433 0.79500001668930065 1007.5499877929689 9.2500000000000018 4.6250000000000009 14.650000095367433 0.3812707662582398 0.72500002384185802 14.449999809265138 0.94499999284744274 0.49240480363368994 5.3500001430511483 1017.5499877929689 3.495000004768372 0.36674033105373388 0.034999999217689044 0.7150000035762788 0.28587456047534948 307.38275146484381 19.849999427795414 16.94999980926514 181.28501129150393 18.349999427795414 -0.93134483695030201 16.550000190734867 -0.89160406589508046
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 7 6 12 9 -4 13 -8 10 -5 -11 -1 -3 23 16 -14 18 26 -15 21 -12 -16 -7 25 -13 27 28 29 -17
right_child=-2 2 3 5 -6 14 8 -9 -10 11 20 24 15 19 22 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.6284355742883243e-05 -2.9452715846914472e-05 -0.0020434686497267434 -0.0022465954183503371 -0.0030492399904477737 0.015051323050999496 -0.0012860314496517223 0.004535119370755028 -0.0048497022548863568 -0.00040182204157413951 -1.8265094234153791e-05 -0.00016114576905965807 0.018643779491624199 0.00085338108617611242 0.018873441867530347 0.00028174491191856595 0.002537327680777406 -0.00010539487059963061 0.00044389420584793046 -0.0006781404926217981 -0.00042702094382305331 0.0020865914812940442 0.030051633689937921 0.014256317815844619 0.0010299804379599478 0.0029628304773440693 0.0050356666542179171 -0.0032127829687222127 0.00038451380042094991 0.011667874749945378 0.022870672947686653
leaf_weight=231531 924952 7092 464 918 61 11479 1835 933 590 1109 25 83 54119 25 11261 682 17664 26450 20635 7610 348 29 46 1901 1686 249 286 1008 187 23
leaf_count=231531 924952 7092 464 918 61 11479 1835 933 590 1109 25 83 54119 25 11261 682 17664 26450 20635 7610 348 29 46 1901 1686 249 286 1008 187 23
internal_value=4.72789e-06 8.37015e-05 -0.000359823 0.000144815 0.000143673 -8.25513e-05 0.00243768 -0.00139175 0.00333397 0.00147758 -0.000913333 0.00248685 0.000141093 -0.00117268 -0.000363586 0.000379807 0.00061745 3.35833e-05 -0.000441975 -0.000363824 0.00396419 0.0160642 0.000338597 -0.000956978 0.00386355 0.00843769 0.00178733 0.00253998 0.00497576 0.00320069
internal_weight=1.32528e+06 400329 47683 32023 352646 29134 2889 15660 2425 4447 1320 3127 352585 14727 24687 121054 71783 49271 22821 7635 402 54 11307 13380 2018 332 2186 1900 892 705
internal_count=1325281 400329 47683 32023 352646 29134 2889 15660 2425 4447 1320 3127 352585 14727 24687 121054 71783 49271 22821 7635 402 54 11307 13380 2018 332 2186 1900 892 705
is_linear=0
shrinkage=0.05


Tree=250
num_leaves=31
num_cat=1
split_feature=123 95 30 103 136 43 30 14 41 78 78 4 33 66 23 72 31 58 52 60 87 31 126 8 18 107 68 120 61 2
split_gain=1.32726 3.60201 3.15329 3.06933 3.40556 5.39405 4.28916 4.2805 4.50388 3.85242 3.67567 3.52146 3.45728 3.49271 3.92472 3.44376 3.49368 4.79474 3.2294 3.08188 4.67422 3.22962 3.42998 2.99493 3.12652 2.9369 2.90862 2.90849 2.89553 2.89146
threshold=-0.66259482502937306 -0.18938297778367993 1.0000000180025095e-35 0.73583871126174938 0 10.050000190734865 1017.7500000000001 0.76499998569488536 9.3499999046325701 5.8350000381469735 2.2250000238418584 8.0500001907348651 14.84999990463257 0.83499997854232799 4.8750000000000009 0.82903978228569042 1006.3500061035157 280.90586853027349 0.42499999701976782 0.44028778374195104 0.85869845747947704 1012.4500122070314 -0.043617725372314446 4.0499999523162851 7.4149999618530282 -0.96241724491119374 330.42692565917974 -0.36648726463317866 0.43968895077705389 247.50000000000003
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 -1 4 5 6 9 8 29 19 18 26 -9 -14 -15 16 17 -16 -10 21 -21 22 -4 24 -20 -7 -11 -25 -23 -6
right_child=-2 -3 3 -5 7 25 -8 12 10 11 -12 -13 13 14 15 -17 -18 -19 23 20 -22 28 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.016025349660776556 -3.3233114134821194e-05 -3.7076843854753499e-06 0.0057133097421274565 0.0016415686861893687 -0.0014050699727551884 -0.0074874908239289653 0.00097722136814061295 0.00033782263698490985 -0.0094216205180031719 0.00039780707916829499 0.0037252510455731726 -0.001076713738413381 0.002492941381510429 -0.0022836448142142976 0.0042630623713193925 -0.0020668158167155156 0.0011445565421216281 0.027778271555767526 0.014277661591425867 0.00023340265363269838 -0.0031871013334012067 -0.0031325104166031481 -0.0010990435340350205 -0.0054147115775024087 -0.0010885022368270021 0.0050751602508902751 0.0096216495668645513 0.0016508388577227151 -0.0004456468499110053 0.0014561841582978871
leaf_weight=32 869356 353991 258 4259 1384 50 6738 32250 171 13815 237 5141 4005 944 96 845 14540 28 34 5744 1209 3689 651 894 1255 669 86 174 1377 2439
leaf_count=32 869356 353991 258 4259 1384 50 6738 32250 171 13815 237 5141 4005 944 96 845 14540 28 34 5744 1209 3689 651 894 1255 669 86 174 1377 2439
internal_value=3.03119e-06 7.20164e-05 0.00033223 0.000327354 0.000270657 -8.95165e-05 -0.000169246 0.000510072 -0.000691459 -0.000410875 -0.0022287 4.13707e-05 0.000660349 0.00116878 0.000846452 0.00103697 0.00121583 0.00957295 -0.00278688 -0.001077 -0.000361361 -0.00190978 0.000834496 -0.00230553 -0.000683188 0.00420154 0.000454871 -0.00426358 -0.00240219 0.000420355
internal_weight=1.32636e+06 457005 103014 102982 98723 39427 38708 59296 6588 31970 2765 19042 52708 20458 16453 15509 14664 124 2528 12928 6953 5975 909 2357 1289 719 13901 1068 5066 3823
internal_count=1326361 457005 103014 102982 98723 39427 38708 59296 6588 31970 2765 19042 52708 20458 16453 15509 14664 124 2528 12928 6953 5975 909 2357 1289 719 13901 1068 5066 3823
cat_boundaries=0 1
cat_threshold=1346
is_linear=0
shrinkage=0.05


Tree=251
num_leaves=31
num_cat=2
split_feature=28 92 55 136 37 20 7 72 41 73 136 52 87 122 28 114 94 73 60 78 38 34 52 91 4 69 105 91 96 97
split_gain=1.30576 3.10317 2.50038 3.06255 2.74687 3.16687 3.01067 2.22784 2.13094 2.28493 2.12007 2.74679 3.18341 2.97116 2.37728 2.08916 2.21357 2.24783 2.71139 3.56704 2.07899 2.05931 1.98595 3.10504 3.28138 2.44849 3.67797 2.45053 3.56097 2.48211
threshold=1023.0499877929689 0.31788545846939092 1.7050000429153445 0 9.4499998092651385 5.6349999904632577 7.3500001430511483 0.35229548811912542 9.3499999046325701 0.69255420565605175 1 4.0050001144409189 0.88428652286529552 1.0000000180025095e-35 1023.5499877929689 -0.94260558485984791 0.33059316873550421 0.8288303315639497 0.34087434411048895 4.1349999904632577 7.1499998569488534 14.84999990463257 1.3650000095367434 -0.9902210235595702 6.9500000476837167 258.14669799804693 -0.84025266766548146 -0.80080324411392201 -0.97736993432044972 -0.99591696262359608
decision_type=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 2 2 2
left_child=-1 2 3 7 5 -5 -7 -2 9 22 11 12 14 -14 -4 -16 17 18 19 -17 -3 -20 23 24 -9 -25 27 -27 29 -29
right_child=1 20 10 4 -6 6 -8 8 -10 -11 -12 -13 13 -15 15 16 -18 -19 21 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=1.7332600221623203e-05 -0.0061241949386792926 0.016113918971968816 -0.0027385608651688148 -0.0078666379622050701 -0.0043495707543229492 0.0008257517032325269 0.022411323107468586 0.0066547133262849769 -0.0064360150939758989 -0.0015163187237489161 -0.00062600615824007211 -0.00014169146730513453 0.0028563995535175008 0.029149784884330905 0.00043197291104129338 0.028262340395511794 0.0004480863549537206 0.017734706423317009 -0.00015450857749921412 0.0059724828189937403 -8.7967265496974516e-06 0.013644822605419904 -0.0011344499538752772 -0.0031349801728290253 0.028952205651217984 0.0030982470150741044 -0.00062804213793025217 0.011012911271642556 0.0055136746045900513 0.033455613288762315
leaf_weight=1222595 183 20 181 35 1263 35 30 77 139 1288 19559 2541 21 22 294 28 129 52 132 50 76583 34 430 176 21 107 226 22 60 28
leaf_count=1222595 183 20 181 35 1263 35 30 77 139 1288 19559 2541 21 22 294 28 129 52 132 50 76583 34 430 176 21 107 226 22 60 28
internal_value=2.87963e-06 -0.000167409 -0.000626585 -0.00176109 -0.0036909 0.00425909 0.0107883 -0.000790776 -0.000414665 -7.09415e-05 -0.00042374 0.000711525 0.00301814 0.0163088 0.00238314 0.00367247 0.00591413 0.00829629 0.00628483 0.013974 -4.58731e-06 0.00267186 0.00155211 0.0031633 0.0114327 0.00185409 0.0038362 0.0084856 0.013726 0.0235808
internal_weight=1.32636e+06 103766 27163 4120 1363 100 65 2757 2574 2435 23043 3484 943 43 900 719 425 296 244 78 76603 166 1147 717 98 619 443 217 110 50
internal_count=1326361 103766 27163 4120 1363 100 65 2757 2574 2435 23043 3484 943 43 900 719 425 296 244 78 76603 166 1147 717 98 619 443 217 110 50
cat_boundaries=0 1 2
cat_threshold=2736 52
is_linear=0
shrinkage=0.05


Tree=252
num_leaves=31
num_cat=0
split_feature=72 66 52 104 21 34 64 58 19 25 77 56 120 61 56 67 64 65 67 93 28 31 33 89 55 79 101 79 53 41
split_gain=1.27594 1.68506 2.24963 3.52495 2.5923 3.02055 2.70719 2.67599 2.52344 2.55248 2.87157 2.32683 2.93179 2.3107 2.17877 2.16852 5.32806 3.0284 4.34791 4.06801 5.22079 7.44276 4.45957 4.59321 5.4729 4.33089 4.17246 4.26854 4.52565 5.67888
threshold=0.90178996324539196 29.195000648498539 13.135000228881838 -0.79127034544944752 6.7650001049041757 6.0499999523162851 19.365000724792484 294.70129394531256 10.405000209808351 353.50000000000006 36.514999389648445 328.12422180175787 -0.67556449770927418 0.57880356907844555 68.363044738769545 12.484999656677248 9.4749999046325701 4.7750000953674325 6.1649999618530282 0.032807121053338058 1010.7500000000001 1012.5499877929689 16.44999980926514 -0.46075509488582606 21.445000648498539 11.925000190734865 0.12100807577371599 2.8950001001358037 4.3550000190734872 9.2500000000000018
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 15 3 14 5 6 -5 -7 9 -6 -11 -9 -13 -4 -3 17 -17 18 -1 20 22 -22 23 -19 25 -25 -23 -28 29 -29
right_child=-2 2 13 4 8 7 -8 11 -10 10 -12 12 -14 -15 -16 16 -18 19 -20 -21 21 26 -24 24 -26 -27 27 28 -30 -31
leaf_value=2.7379999181720085e-06 -0.00026824787935051433 -0.010807515197509044 -0.00098697999392741544 -0.0015793164452428327 -0.0014600421658482042 -0.00029064080801377725 0.015879439180571355 0.0016736203829294484 0.0003397183462725281 -0.00056966911070048813 0.02463069625198841 0.019224471157337199 0.0043781832617076528 0.00015987322828972568 0.0013463598409779137 -0.00079870095625903513 -3.3308522852654652e-05 -6.5416112239048566e-05 -0.00070923797602370168 -4.2752942897095281e-05 0.0017956542091704991 -0.00024817393610618023 0.0022420649282098924 -0.0033282845913345073 -0.016786250954730405 3.3143620892720007e-05 0.0019335807442548017 -0.00013551681263641578 0.0011075916206554762 0.003779648681396356
leaf_weight=876472 42062 37 4832 34 3913 2091 64 1639 5396 26 20 41 176 48239 10844 28418 113747 7427 21981 78888 11280 17773 1345 2307 63 1639 5710 22477 16454 966
leaf_count=876472 42062 37 4832 34 3913 2091 64 1639 5396 26 20 41 176 48239 10844 28418 113747 7427 21981 78888 11280 17773 1345 2307 63 1639 5710 22477 16454 966
internal_value=2.73541e-06 1.16104e-05 0.000237842 0.000636486 9.36166e-05 0.00115122 0.00982232 0.000935925 -0.00036368 -0.00132239 0.010387 0.00231779 0.00718324 5.54547e-05 0.00130503 -2.88858e-06 -0.000186306 2.16005e-05 -1.46808e-05 0.00021758 0.000452448 0.000612301 -0.000481326 -0.000801627 -0.00216552 -0.00193209 0.000401694 0.000654947 0.000471951 2.58128e-05
internal_weight=1.32636e+06 1.2843e+06 77352 24281 13400 4045 98 3947 9355 3959 46 1856 217 53071 10881 1.20695e+06 142165 1.06478e+06 898453 166329 87441 74660 12781 11436 4009 3946 63380 45607 39897 23443
internal_count=1326361 1284299 77352 24281 13400 4045 98 3947 9355 3959 46 1856 217 53071 10881 1206947 142165 1064782 898453 166329 87441 74660 12781 11436 4009 3946 63380 45607 39897 23443
is_linear=0
shrinkage=0.05


Tree=253
num_leaves=31
num_cat=1
split_feature=132 52 123 95 31 136 53 36 112 118 22 19 26 52 5 81 60 76 26 104 68 33 79 63 24 35 58 41 3 22
split_gain=1.2648 1.50179 1.27587 4.66586 3.95853 4.06516 5.23514 3.90789 3.42066 3.3483 2.64583 3.08027 3.81061 2.99775 2.8821 2.65991 5.12766 5.13158 2.53536 2.8339 2.51459 2.48535 2.40608 3.74373 2.97482 3.08232 2.40306 2.47877 2.40082 2.36397
threshold=1022.6499938964845 10.515000343322756 0.28400452435016638 -0.73375335335731495 1016.0499877929689 0 7.7850000858306894 17.849999427795414 -0.16504132002592084 0.68832838535308849 6.6050000190734872 17.029999732971195 189.50000000000003 3.2649999856948857 0.45000000298023229 294.52925109863287 0.25807847082614904 3.4050000905990605 191.50000000000003 -0.99743056297302235 274.72715759277349 17.750000000000004 3.554999947547913 0.21268164366483691 286.50000000000006 15.949999809265138 195.21534729003909 12.34999990463257 33.500000000000007 6.2650001049041757
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=2 -2 -1 4 8 9 7 -7 22 10 11 12 -6 -13 -14 26 17 -17 -10 -20 -8 -9 23 -4 25 -25 27 -12 -16 -24
right_child=1 -3 3 -5 5 6 20 21 18 -11 15 13 14 -15 28 16 -18 -19 19 -21 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=2.7609852589006779e-05 -0.0025178943162526331 -0.00027653268154265788 0.011746286777779461 -3.1271107866497173e-05 -0.007819677848913114 -0.0048888588687471396 -0.003618374973507239 0.016418603873428177 0.0028824705636575449 -0.0043441942756556823 0.0051502170916590782 0.025717249236768117 0.011529924570773306 -0.0016586022979026894 0.0050949189223047147 0.037599169818515132 0.0025787363742848773 0.0030443264082783746 -0.0079778373223433115 0.00047246270128360149 0.0030292819952508574 -0.00071906785955694178 -0.0014700062860697565 0.00017647003708677278 -0.0054430326963701425 -0.0032550967511679194 -0.0011152918766266452 -0.0049666784514949937 -0.0020657557335219952 0.00041188732736905276
leaf_weight=1093918 1056 2557 50 208266 243 2060 217 34 1310 588 333 20 44 20 128 22 412 21 110 1012 413 56 2474 1466 535 1182 1244 74 1369 5127
leaf_count=1093918 1056 2557 50 208266 243 2060 217 34 1310 588 333 20 44 20 128 22 412 21 110 1012 413 56 2474 1466 535 1182 1244 74 1369 5127
internal_value=2.59864e-06 -0.000931633 5.15043e-06 -0.000102216 -0.000820729 -0.00175603 -0.00325705 -0.0044433 -0.000306194 -0.000823395 -0.000298714 -0.00169274 -0.00200041 0.0120293 -0.00108277 0.00090865 0.00429352 0.0207235 0.00138841 -0.000355998 0.000739533 0.00575516 -0.000686596 -0.00182911 -0.00204236 -0.00135529 -2.41884e-05 0.00331078 -0.00145349 -0.000200638
internal_weight=1.32636e+06 3613 1.32275e+06 228830 20564 7298 2780 2150 13266 4518 3930 1824 1784 40 1541 2106 455 43 2432 1122 630 90 10834 3233 3183 2648 1651 407 1497 7601
internal_count=1326361 3613 1322748 228830 20564 7298 2780 2150 13266 4518 3930 1824 1784 40 1541 2106 455 43 2432 1122 630 90 10834 3233 3183 2648 1651 407 1497 7601
cat_boundaries=0 1
cat_threshold=246
is_linear=0
shrinkage=0.05


Tree=254
num_leaves=31
num_cat=2
split_feature=72 19 64 67 136 39 8 19 35 72 38 34 33 67 61 108 7 80 13 17 18 35 104 61 136 57 75 34 79 104
split_gain=1.20584 3.85266 3.08009 4.6717 3.64098 4.49466 3.10062 5.3423 5.17025 5.14966 3.26007 4.50534 3.06015 3.02112 4.42426 3.90627 3.03758 3.33197 2.99141 4.19119 2.97 3.68635 6.51818 2.99781 2.94312 2.93868 3.48035 3.42349 2.92614 2.89939
threshold=0.80311268568038952 8.0099999904632586 6.8250000476837167 9.1549997329711932 0 8.9499998092651385 4.0499999523162851 8.7100000381469744 18.349999427795414 0.68188512325286876 14.650000095367433 11.250000000000002 16.750000000000004 7.0350000858306894 0.40070120990276342 0.30677190423011785 12.650000095367433 318.66894531250006 1.3550000190734866 8.0099999904632586 10.405000209808351 6.0499999523162851 -0.83941957354545582 0.38094906508922582 1 321.91975402832037 0.68576303124427807 13.050000190734865 2.8950001001358037 -0.99743056297302235
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 1 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 8 10 -10 11 -4 -9 -7 15 -15 -17 -18 24 -20 21 22 -21 29 -5 26 -13 -28 -26 -22
right_child=1 -3 4 18 5 13 -8 12 9 -11 -12 25 -14 14 -16 16 17 -19 19 20 23 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=1.1055122724720179e-05 -0.00091538533109161095 -4.992192690901181e-05 0.00079528177977048723 0.0021443330224620266 0.0073731691814083169 0.00058353101059552856 0.00036039418712744764 0.001280325741626509 0.031464736777193407 0.0041428633812548863 -0.00076485336966848443 0.010798928814890264 -0.0010377477893769218 -0.0021422091653200328 0.0001496846872363069 -0.00052364449283617332 0.0051243737321653117 -0.0014295553182888353 -0.0019141513764761671 -0.011593330932737445 0.014901329153993479 0.0004680492922567146 0.013872522001879085 -0.0002263636543208067 0.00091287223375859745 0.022353492835254382 -0.0031187910061802656 0.0086076534289546789 -0.0025816289527222842 -0.0025803375984435996
leaf_weight=917839 13645 223198 374 446 210 20876 34453 9212 34 35 325 280 1684 3819 54099 17783 502 316 3769 32 24 8247 117 7886 700 33 126 123 4154 2020
leaf_count=917839 13645 223198 374 446 210 20876 34453 9212 34 35 325 280 1684 3819 54099 17783 502 316 3769 32 24 8247 117 7886 700 33 126 123 4154 2020
internal_value=2.46871e-06 -9.9783e-05 2.46965e-05 -8.1488e-06 0.000239873 6.61331e-05 0.000603017 0.00128722 0.0042788 0.0176058 0.00354956 0.00504762 0.000922063 5.03847e-05 -9.50689e-05 -0.000685654 -0.000386607 0.00259254 -0.000651555 -0.000395659 -8.33599e-05 0.000608873 0.00840335 -0.000668656 -0.00171835 0.00787747 0.00697443 0.00267379 -0.00207341 -0.00237507
internal_weight=1.32636e+06 236843 1.08952e+06 945234 144284 97605 46679 12226 1330 69 1261 936 10896 97395 76519 22420 18601 818 27395 22095 18326 8396 149 9930 5300 562 529 249 4854 2044
internal_count=1326361 236843 1089518 945234 144284 97605 46679 12226 1330 69 1261 936 10896 97395 76519 22420 18601 818 27395 22095 18326 8396 149 9930 5300 562 529 249 4854 2044
cat_boundaries=0 1 2
cat_threshold=3712 2080
is_linear=0
shrinkage=0.05


Tree=255
num_leaves=31
num_cat=1
split_feature=101 78 86 32 86 25 17 60 52 112 121 113 26 62 80 1 136 111 67 28 24 73 79 39 17 52 91 114 93 60
split_gain=1.55611 4.13774 5.46672 6.01348 5.45848 3.31338 6.14523 3.81512 3.80338 3.68266 3.51762 3.85861 3.16701 3.10294 4.76544 3.32055 2.97564 4.68191 3.67171 4.55089 4.33691 3.45195 3.13662 3.52843 2.9525 2.94944 2.93357 3.45736 2.91681 2.87403
threshold=-0.35104317963123316 5.3650000095367441 0.65655076503753673 15.84999990463257 0.84677353501319896 193.50000000000003 14.039999961853029 0.81806889176368724 5.0350000858306894 0.41467745602130895 0.1650413200259209 0.88697704672813427 314.50000000000006 0.48120005428791052 228.63166809082034 329.50000000000006 0 0.7812597155570985 0.39499999582767492 1012.0499877929689 314.50000000000006 0.25681081414222723 7.6150000095367441 16.849999427795414 6.9049999713897714 1.3650000095367434 -0.83801656961441029 -0.52247866988182057 -0.96397355198860157 0.35506081581115728
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 3 -3 5 6 8 -7 9 -1 28 -12 -6 14 15 25 18 24 19 29 -20 26 23 -21 -18 -4 -19 -28 -11 -16
right_child=-2 2 13 -5 12 7 -8 -9 -10 10 11 -13 -14 -15 16 -17 17 21 20 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00042278756247308459 1.1060937821549028e-05 0.00070830965016678506 -0.0036312679038821884 0.010101956906416406 -0.001667374953870425 -0.00069550118089645987 0.0015490087899060435 0.0024294758252854784 -0.0030739403275775335 0.0064146850851323949 0.014524600092667126 -0.003334787739440799 -0.0080454932601047476 -0.00052981172718568551 0.016991757414396014 0.011054876724486812 -0.00077497347817455072 -0.0053532373545498689 0.00066769464382701376 0.00025736910970351084 0.0040160024741118126 -0.0038295628333604066 -0.002171391839880099 0.01043140995618258 0.0014757801668180447 -0.00040950869017980984 0.030004142224788668 0.0029538720966903152 -0.0046191228169947867 0.0035523082407551906
leaf_weight=5453 1245829 411 902 291 6139 28776 5967 1011 1297 115 124 40 201 10975 111 57 2143 29 4915 158 1204 896 197 185 4552 3344 21 27 125 62
leaf_count=5453 1245829 411 902 291 6139 28776 5967 1011 1297 115 124 40 201 10975 111 57 2143 29 4915 158 1204 896 197 185 4552 3344 21 27 125 62
internal_value=-2.64371e-06 -0.000216792 0.000241068 0.00460226 -0.000500166 -0.000297823 0.00036419 -0.000589436 -0.000624043 -8.15269e-05 0.00452465 0.0101687 -0.00186958 0.000138255 0.000528195 -0.000932994 0.000961815 0.000283966 0.00171968 0.00511787 0.00132652 -0.00295652 0.00285687 0.00574483 0.000755337 -0.00109392 0.00720257 0.0147884 0.00066791 0.0121753
internal_weight=1.32556e+06 79728 30480 702 49248 42908 13121 29787 7154 5857 404 164 6340 29778 18803 4303 14500 7668 6832 713 6119 973 540 343 6695 4246 77 48 240 173
internal_count=1325557 79728 30480 702 49248 42908 13121 29787 7154 5857 404 164 6340 29778 18803 4303 14500 7668 6832 713 6119 973 540 343 6695 4246 77 48 240 173
cat_boundaries=0 1
cat_threshold=2852
is_linear=0
shrinkage=0.05


Tree=256
num_leaves=31
num_cat=1
split_feature=67 52 107 63 75 14 94 12 52 23 136 4 20 3 56 34 65 122 86 39 35 31 20 35 100 36 35 106 40 28
split_gain=1.50293 4.15982 2.98706 3.1788 2.78571 3.46964 2.99733 2.93253 2.96918 3.70135 2.42871 2.44855 2.37987 3.94991 2.29731 5.22863 2.23688 2.49048 2.22826 2.21123 2.20552 2.12798 2.85416 2.68869 4.85275 3.33888 3.27282 3.03355 2.99904 3.54466
threshold=38.795000076293952 28.355000495910648 -0.64459180831909169 0.79073545336723339 0.84309181571006786 1.8949999809265139 -0.84805816411972035 3.3549998998641972 4.4949998855590829 7.4849998950958261 0 5.4500000476837167 4.4149999618530282 144.50000000000003 215.62029266357425 8.8499999046325701 27.015000343322757 -0.76037701964378346 0.87177309393882763 9.3499999046325701 4.1499998569488534 1014.4500122070314 6.7550001144409189 12.449999809265138 0.4228691458702088 12.34999990463257 5.7500000000000009 -0.79187697172164906 4.1499998569488534 1012.7500000000001
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=4 2 3 16 -1 12 7 8 9 -7 11 18 13 -6 15 -3 -2 -18 -10 -4 -14 23 -23 26 -25 -26 27 -19 -28 -30
right_child=1 14 19 -5 5 6 -8 -9 10 -11 -12 -13 20 -15 -16 -17 17 21 -20 -21 -22 22 -24 24 25 -27 28 -29 29 -31
leaf_value=9.2511944801238421e-06 0.00045420516015509563 -0.029829302758333232 0.0046261795512112106 0.00010985943738043697 -0.0051853175680377488 0.00095615787666899436 -0.00013900793895083824 -0.0091780725620029605 -0.017070531109120789 -0.0042301859827833807 0.0031604072855111348 0.0054165799831389456 -0.0041114452464037473 0.0078283175265378493 -0.0001567847442371156 -0.0021219791906575362 -0.00023562887756573074 0.021926918357463653 -0.0017865570221226989 -0.00040080034458495604 -0.00063516638038929921 0.0044151150566621757 0.00090737470416365042 -0.0014208359741850905 0.013252650427288001 0.0049307295815156794 0.0011378477944822838 -0.0017524706864995615 -0.0024075763262099707 0.014719746086418376
leaf_weight=1154180 4687 21 226 7669 83 2385 70493 68 41 402 1948 50 462 196 28530 90 1346 38 57 6825 36782 670 4313 285 134 1199 2222 21 46 88
leaf_count=1154180 4687 21 226 7669 83 2385 70493 68 41 402 1948 50 462 196 28530 90 1346 38 57 6825 36782 670 4313 285 134 1199 2222 21 46 88
internal_value=-2.51152e-06 0.000245465 0.000659346 0.000938376 -1.39422e-05 -0.000250908 -5.54864e-05 0.00113371 0.00127731 0.000208074 0.00269904 -0.0033601 -0.000643824 0.00395688 -0.000184716 -0.00736391 0.00136059 0.00177057 -0.00818087 -0.000239675 -0.000678289 0.00207008 0.00137902 0.00292392 0.00450115 0.00576729 0.00186721 0.0134987 0.00157593 0.00884022
internal_weight=1.32556e+06 58410 29769 22718 1.26715e+06 112967 75444 4951 4883 2787 2096 148 37523 279 28641 111 15049 10362 98 7051 37244 9016 4983 4033 1618 1333 2415 59 2356 134
internal_count=1325557 58410 29769 22718 1267147 112967 75444 4951 4883 2787 2096 148 37523 279 28641 111 15049 10362 98 7051 37244 9016 4983 4033 1618 1333 2415 59 2356 134
cat_boundaries=0 1
cat_threshold=1024
is_linear=0
shrinkage=0.05


Tree=257
num_leaves=31
num_cat=1
split_feature=89 87 39 94 74 24 87 23 20 64 71 3 91 12 3 16 69 114 85 88 60 75 75 32 1 60 136 0 62 38
split_gain=1.45228 2.42307 2.22164 2.38881 3.26936 2.22658 3.04854 2.80641 2.24583 2.54148 2.75162 3.05845 2.94594 2.50544 2.53392 2.68162 3.44328 2.34876 2.68859 2.75953 2.46418 3.92497 4.27466 3.11649 3.06062 3.46795 3.17116 3.01588 2.40419 2.36054
threshold=0.78353676199913036 0.66309595108032238 9.5500001907348651 -0.16858211904764173 0.6023298203945161 343.50000000000006 0.88488689064979564 6.1250000000000009 6.8550000190734872 0.7150000035762788 188.02558898925784 210.50000000000003 -0.10871135443449019 0.99500000476837169 301.50000000000006 11.775000095367433 273.32191467285162 -0.70088258385658253 0.888139307498932 0.79232388734817516 0.24176140129566195 0.49625933170318609 0.55889201164245617 11.949999809265138 343.50000000000006 0.33674767613410955 0 347.50000000000006 0.25352181494235998 15.050000190734865
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 1 2 2 2
left_child=-1 -2 3 -3 -5 8 -7 -8 9 10 12 -12 -4 14 15 16 -10 29 19 20 21 -19 -23 28 26 27 -25 -26 -22 -11
right_child=1 2 5 4 -6 6 7 -9 13 17 11 -13 -14 -15 -16 -17 -18 18 -20 -21 23 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=8.9230991320639681e-07 -0.0057987626678523349 -0.0021247930262926155 0.022702843562832902 0.023457399042203064 0.0039096758417461229 -0.0091957003797354369 -0.0072115454505282369 0.017767554540035275 0.0018133601018538077 0.00058379175563342037 -0.009126875430773845 -0.0014884680692961261 -0.0026999153085052966 -0.0045500018939517604 -0.010547634169459343 -0.001989035496897087 0.02832757939398289 -0.001602860241167484 -0.0021668865581944822 -0.0070586346750133094 -0.0097626245586661178 0.034850136905442926 0.0097887099197689897 -0.0037576878281672384 -0.0054665865635615783 0.026012162060942503 0.0047992164287716157 0.01756754236433793 0.0011564382913280024 -0.003294031733925039
leaf_weight=1320380 235 69 21 31 69 158 22 23 24 1117 187 438 25 575 25 41 25 63 315 64 77 20 114 134 30 32 465 27 146 605
leaf_count=1320380 235 69 21 31 69 158 22 23 24 1117 187 438 25 575 25 41 25 63 315 64 77 20 114 134 30 32 465 27 146 605
internal_value=-2.38475e-06 -0.000838191 -0.000602308 0.00503158 0.00996947 -0.00080179 -0.00592572 0.00555555 -0.000574184 -0.000106763 -0.00290524 -0.00377388 0.008897 -0.00320258 0.00353451 0.00744622 0.015341 0.000478396 0.00193407 0.00303629 0.00361939 0.00869003 0.0135292 0.00252289 0.00418784 0.0128395 0.00290237 0.00544432 -0.00261382 -0.000778626
internal_weight=1.32556e+06 5177 4942 169 100 4773 203 45 4570 3880 671 625 46 690 115 90 49 3209 1487 1172 1108 197 134 911 688 89 599 57 223 1722
internal_count=1325557 5177 4942 169 100 4773 203 45 4570 3880 671 625 46 690 115 90 49 3209 1487 1172 1108 197 134 911 688 89 599 57 223 1722
cat_boundaries=0 1
cat_threshold=4177
is_linear=0
shrinkage=0.05


Tree=258
num_leaves=31
num_cat=4
split_feature=66 52 79 60 136 11 27 72 74 117 16 56 136 79 52 40 32 12 136 107 60 71 89 101 19 64 136 87 87 26
split_gain=1.39754 3.62262 3.00988 2.79023 3.01552 2.7667 2.80537 2.74165 2.6805 3.28394 2.65406 3.9191 3.2689 3.06748 5.47492 3.61629 3.61516 4.05553 3.12553 3.37794 3.1347 3.0337 2.95715 2.87524 2.7058 3.37853 3.27988 4.20347 2.83891 2.60952
threshold=34.094999313354499 10.515000343322756 24.045000076293949 0.36909365653991705 0 11.250000000000002 339.50000000000006 0.80311268568038952 0.91521838307380687 0.99353402853012096 11.120000362396242 257.86041259765631 1 17.304999351501468 3.8249999284744267 13.550000190734865 8.0500001907348651 2.8149999380111699 2 -0.90590065717697132 0.25807847082614904 324.81192016601568 0.044905282557010658 -0.6806221306324004 8.7100000381469744 34.120000839233406 3 0.84755179286003124 0.91612985730171215 107.50000000000001
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2
left_child=7 3 -3 5 -5 6 -2 -1 9 -7 12 23 -9 18 15 16 17 -15 -14 20 -20 -21 24 -12 25 -18 27 -26 29 -28
right_child=1 2 -4 4 -6 8 -8 10 -10 -11 11 -13 13 14 -16 -17 22 -19 19 21 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=1.5032501558337813e-05 -0.00104315108547272 0.00031595599499262966 -0.00042074852114523952 0.0022846405066724363 0.00067067523594760848 0.00016214252415779846 -0.0088652531804963332 -0.00082067506304595245 0.0059542764453566167 0.019175999000182617 -0.0027626414246375683 -0.00013831252483947581 0.0013992888450014564 0.015176265334995496 -0.00085293713745396022 0.022314467690885069 0.00066117665430807514 -0.0067015468409018855 -0.0041893427110695786 -0.0013357853690151482 0.00012992538356591848 0.003253445640094001 -0.0017406078929421754 0.0010682308047599671 -0.0058641804809061197 -0.0048314794119094749 0.011145625610037575 0.004643485268813914 -0.0032370040017968994 0.0013869069198913968
leaf_weight=1075538 2176 33941 23439 4294 8928 1794 121 30710 247 23 515 91014 2045 87 5680 20 4006 28 436 12266 11493 371 939 10010 102 301 70 1423 335 3205
leaf_count=1075538 2176 33941 23439 4294 8928 1794 121 30710 247 23 515 91014 2045 87 5680 20 4006 28 436 12266 11493 371 939 10010 102 301 70 1423 335 3205
internal_value=-2.26512e-06 0.00020743 1.50216e-05 0.000835331 0.00119706 -0.000261397 -0.0014552 -1.48346e-05 0.00106717 0.000402824 -0.000198337 -3.26785e-05 -0.000427139 -0.000144589 0.000397915 0.00107354 0.00103306 0.00984949 -0.000474822 -0.000631146 -2.79421e-05 -0.00120105 0.000935395 0.000880782 0.00120152 0.000277316 0.0019767 0.00391501 0.00114388 0.00159549
internal_weight=1.32556e+06 74963 57380 17583 13222 4361 2297 1.25059e+06 2064 1817 175056 101539 73517 42807 16196 10516 10496 115 26611 24566 11929 12637 10381 10525 9442 4307 5135 1525 3610 3275
internal_count=1325557 74963 57380 17583 13222 4361 2297 1250594 2064 1817 175056 101539 73517 42807 16196 10516 10496 115 26611 24566 11929 12637 10381 10525 9442 4307 5135 1525 3610 3275
cat_boundaries=0 1 2 3 4
cat_threshold=274 5760 16 66
is_linear=0
shrinkage=0.05


Tree=259
num_leaves=31
num_cat=3
split_feature=101 77 24 136 83 85 39 102 62 2 136 17 7 86 36 95 4 109 127 37 136 39 89 121 57 83 75 115 92 59
split_gain=1.38936 3.81768 5.14373 5.65884 5.51289 3.6196 4.19401 4.99194 3.69144 4.38275 6.31763 3.31616 4.03948 3.28252 3.25251 3.18278 3.21285 3.14357 3.14105 2.89204 2.87194 3.95144 3.84406 4.55966 3.62328 3.15895 3.1174 2.96548 2.84857 2.767
threshold=-0.35104317963123316 4.1250000000000009 210.50000000000003 0 265.99653625488287 0.66765490174293529 17.650000572204593 -0.85494005680084217 0.50093171000480663 226.50000000000003 1 6.9049999713897714 12.750000000000002 0.72397568821907055 23.150000572204593 -0.95181837677955616 0.35000000894069677 -0.39838527143001551 0.68832838535308849 19.349999427795414 2 12.34999990463257 -0.66200897097587574 0.58068084716796886 202.07044982910159 277.49208068847662 0.82096701860427868 -0.66259482502937306 0.30661062896251684 285.59249877929693
decision_type=2 2 2 1 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 3 4 13 6 -3 -8 9 20 14 12 18 -1 -11 16 -10 -4 28 -13 21 22 -7 -24 -22 -23 -27 -25 29 -12
right_child=-2 5 17 -5 -6 8 7 -9 15 10 11 19 -14 -15 -16 -17 -18 -19 -20 -21 24 25 23 27 -26 26 -28 -29 -30 -31
leaf_value=-0.010367123787869081 1.0798988335027948e-05 0.00041640269083165936 0.00043186220681326398 0.00047120352006940769 -0.0010131440597705851 0.00020718717266226324 0.0025739423907019526 0.012744614350943165 0.0035720079160195643 0.0020355016638300173 -0.001330833714588699 0.00095853177354825409 0.019644080872901464 -0.00070979057292219338 -0.010887722501873363 -0.0001977111552986504 -0.0025705127650797344 -0.0013286553056847004 -0.0034731338759010685 -0.0037510618170792306 -0.0037219873886677442 -0.0011945166090463061 0.0040165593064947257 0.0037645318690920251 -0.00050080206505719363 0.0011780255078491463 0.021019436274655162 0.022266695637137755 0.0081449850826316225 0.011274699053889059
leaf_weight=268 1245829 785 2946 15694 3734 437 340 187 231 7634 812 4571 22 131 49 9104 2714 18202 1314 351 1166 3027 322 32 3474 1945 20 67 103 46
leaf_count=268 1245829 785 2946 15694 3734 437 340 187 231 7634 812 4571 22 131 49 9104 2714 18202 1314 351 1166 3027 322 32 3474 1945 20 67 103 46
internal_value=-2.15053e-06 -0.0002045 -0.000540978 3.75916e-05 -0.00160619 0.000151272 0.00273267 0.00618289 6.08152e-05 0.000402811 0.000953949 -0.00010925 -0.0016781 -0.00719642 0.00195054 -0.000659905 -0.00208871 -0.00108341 -0.00188429 0.000622679 -0.000380131 0.000357006 0.00349208 0.00690182 -0.00130745 -0.00018112 0.00137997 0.0162862 0.000288171 -0.000655013
internal_weight=1.32556e+06 79728 40975 19827 4133 38753 1312 527 37441 25392 14902 7219 2297 399 7683 12049 2945 21148 2275 4922 10490 5850 858 421 4640 4992 1965 99 961 858
internal_count=1325557 79728 40975 19827 4133 38753 1312 527 37441 25392 14902 7219 2297 399 7683 12049 2945 21148 2275 4922 10490 5850 858 421 4640 4992 1965 99 961 858
cat_boundaries=0 1 2 3
cat_threshold=1425 2980 1635
is_linear=0
shrinkage=0.05


Tree=260
num_leaves=31
num_cat=0
split_feature=89 17 123 113 60 61 60 113 53 52 64 86 23 107 59 77 82 5 61 85 121 97 63 7 97 107 4 4 33 30
split_gain=1.47055 2.2439 2.94724 2.21345 2.19282 2.01517 2.8187 2.52252 1.8922 3.59338 2.78495 2.63571 2.9918 2.4852 3.33066 2.4061 3.1422 3.60139 3.44217 2.83962 2.25419 2.02577 5.57606 3.50316 2.13504 3.02496 2.41614 2.29339 1.97869 1.9731
threshold=0.78353676199913036 11.775000095367433 -0.98897820711135853 -0.85260769724845875 0.2189312353730202 0.46423399448394781 0.29604664444923406 0.8140845298767091 2.4550000429153447 1.0249999761581423 4.9449999332427987 0.71175187826156627 7.1849999427795419 -0.35952396690845484 295.94036865234381 10.295000076293947 307.13462829589849 9.7500000000000018 0.29364170134067541 0.87366944551467907 -0.82409480214118946 -0.38103245198726649 0.26594142615795141 7.2500000000000009 -0.57518506050109852 -0.74217784404754628 2.6499999761581425 9.8499999046325701 16.44999980926514 1018.7500000000001
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 5 -3 -4 -5 7 -7 8 9 11 13 12 -2 14 15 -10 19 18 -18 -17 -11 24 23 -23 29 -26 -27 -28 -12 -13
right_child=1 2 3 4 -6 6 -8 -9 10 20 28 21 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=1.9131473718800943e-06 0.0037952278497094222 0.0082523333452021088 -0.0095997155360866022 0.010082479949802117 -0.0037406727698761607 0.023792749354615811 0.0017053891394215707 -0.011042332619820771 -0.0018582153247755973 0.0029179430754494766 -0.0016550425666481687 -0.00081739119886409793 0.023655998374780884 -0.010510966035982838 0.025745981160019128 0.0088640767227237422 0.0030964028708135283 -0.0070009865484240916 0.022545319729085481 0.033721263455227017 -0.003447109849893742 0.026206508201236531 -0.00087233324760943728 0.0027772848813415129 -0.017577449490116644 0.013846613299101591 -0.010047173064604805 0.0054864343575068888 0.010879081586266265 0.0040704033061875243
leaf_weight=1320400 108 48 162 31 385 20 52 57 86 155 426 1285 23 23 21 27 65 46 35 20 1356 39 147 27 42 20 74 35 34 246
leaf_count=1320400 108 48 162 31 385 20 52 57 86 155 426 1285 23 23 21 27 65 46 35 20 1356 39 147 27 42 20 74 35 34 246
internal_value=-1.35831e-06 -0.000849175 -0.00365279 -0.00464145 -0.00271058 -0.000456456 0.00784077 -0.000592321 -0.000455075 -0.000944907 0.00177013 0.000420804 0.00728223 0.0053287 0.00654307 0.00509769 0.00819721 0.00457745 0.00990352 0.0194416 -0.00279418 -4.85677e-05 0.00454839 0.0166218 -0.000623863 -0.00592273 -0.00212817 -0.00505932 -0.000728607 -3.20238e-05
internal_weight=1.3255e+06 5095 626 578 416 4469 72 4397 4340 3557 783 2046 131 323 300 279 193 146 100 47 1511 1915 213 66 1702 171 129 109 460 1531
internal_count=1325495 5095 626 578 416 4469 72 4397 4340 3557 783 2046 131 323 300 279 193 146 100 47 1511 1915 213 66 1702 171 129 109 460 1531
is_linear=0
shrinkage=0.05


Tree=261
num_leaves=31
num_cat=1
split_feature=31 87 136 52 66 12 80 126 19 107 12 36 65 19 6 33 5 5 94 79 73 65 52 121 35 6 94 122 22 12
split_gain=1.40938 4.4368 6.93224 5.45509 7.01079 5.16202 4.28798 4.23144 4.21815 5.22324 3.98542 4.43215 3.91434 3.68686 3.64716 4.521 7.05438 3.55534 4.03986 3.38163 4.56326 3.61907 4.58501 3.61823 3.60611 3.55072 3.22854 3.68851 3.21053 6.42253
threshold=1014.2500000000001 0.85869845747947704 0 14.414999961853029 14.885000228881838 2.8549998998641972 342.37731933593756 -0.16504132002592084 6.9049999713897714 -0.84236171841621388 2.2649999856948857 11.050000190734865 0.15500000119209292 10.405000209808351 5.8500001430511483 20.44999980926514 1.8499999642372134 0.15000000223517421 -0.26075929403305048 7.0050001144409189 0.76976022124290477 1.1250000000000002 1.2649999856948855 0.9536806344985963 12.84999990463257 1.2500000000000002 -0.98813247680664051 0.26722820103168493 4.4249999523162851 0.50499999523162853
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 6 7 10 -6 12 14 17 -12 -4 -7 15 19 -17 18 -3 24 21 -21 23 25 -10 -23 27 -2 -14 -30
right_child=26 2 8 -5 5 13 -8 -9 9 -11 11 -13 28 -15 -16 16 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.1260605605311867e-05 -0.00044473753098216493 0.0067760533201302918 0.0019605262365668787 -0.0006910368136477308 0.0056890035348394858 -0.00039041893646458379 0.014288177982528219 0.0022968560311311735 0.0035686168931480331 -0.00026657957425792363 0.002274379791785389 -0.0012199699109977733 -0.0047316471747243282 0.0028912458492806755 -0.00035048864603423607 0.039319100226275626 0.0027951184719896471 0.00072519262513718371 -0.0013570397433994169 -0.0002404284456151709 0.0010852473796448448 0.016762592928969991 0.0031738293916468993 0.026594358282508675 -0.00018567417098133213 0.005959466021264806 -2.6043673209663425e-05 -0.0026925272672364189 0.027178534031845631 -0.0011955592989074326
leaf_weight=388249 16375 499 957 5698 1069 2907 57 6567 749 26961 1107 5034 672 1213 4262 20 39 27114 220 402 3746 92 1099 27 4380 439 816402 2054 20 7065
leaf_count=388249 16375 499 957 5698 1069 2907 57 6567 749 26961 1107 5034 672 1213 4262 20 39 27114 220 402 3746 92 1099 27 4380 439 816402 2054 20 7065
internal_value=-1.29039e-06 6.59611e-05 0.000358704 0.000767764 0.000949473 0.00200214 0.000585831 0.00277174 -5.49542e-05 0.00015177 0.000562842 -0.000590065 -0.00105652 0.000575761 0.000891143 0.00137253 0.0151761 0.000817216 0.00428749 0.00129804 0.00212457 0.00401544 0.00504795 0.00873909 0.000362574 0.00783119 -4.08168e-05 -0.000695264 -0.00142874 -0.00111546
internal_weight=1.3255e+06 490664 102415 51485 45787 11756 34031 7636 50930 42216 33974 6141 8714 4120 15255 10993 59 27833 719 10934 5805 2059 1657 558 5129 531 834831 18429 7757 7085
internal_count=1325495 490664 102415 51485 45787 11756 34031 7636 50930 42216 33974 6141 8714 4120 15255 10993 59 27833 719 10934 5805 2059 1657 558 5129 531 834831 18429 7757 7085
cat_boundaries=0 1
cat_threshold=870
is_linear=0
shrinkage=0.05


Tree=262
num_leaves=31
num_cat=1
split_feature=17 66 89 55 136 78 117 91 77 117 3 31 123 86 52 115 70 71 74 18 114 89 56 130 71 76 116 28 65 96
split_gain=1.36529 4.26504 3.20163 2.65842 3.38874 2.762 2.42452 2.39978 2.82313 2.68606 4.25726 3.17253 2.41105 2.32844 2.89727 2.82261 3.88328 3.85741 2.48755 2.42415 2.54595 2.82552 2.26981 2.74334 2.58781 3.11709 2.6301 2.40296 2.33777 2.54814
threshold=6.9049999713897714 1.7150000333786013 -0.62949535250663746 1.4550000429153445 0 2.5249999761581425 0.99353402853012096 -0.092504311352968202 6.6749999523162851 0.061046212911605842 274.50000000000006 1014.3500061035157 -0.60873827338218678 0.87693032622337352 0.42499999701976782 -0.35019405186176294 311.95243835449224 318.10951232910162 0.44795793294906622 4.8800001144409189 -0.99687939882278431 -0.90075016021728505 244.6022872924805 338.50000000000006 218.85723876953128 20.404999732971195 0.70088258385658275 1014.7500000000001 2.435000061988831 -0.6851208209991454
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 -1 13 7 6 -6 -5 8 9 10 -4 -12 -11 14 19 -15 18 -18 -17 -3 21 -21 27 24 25 26 -24 -7 -29 -30
right_child=-2 2 3 4 5 22 -8 -9 -10 12 11 -13 -14 15 -16 16 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-1.5239670896004788e-05 1.4725150385641987e-05 0.014055291519157196 0.0010499583444360532 0.00070656625962895174 0.013678473605099937 -0.0039798423521386949 0.014386442786251959 -0.0048471762094467003 -0.002573137485590145 -0.0058088441555294449 0.029755262728652049 0.0054499729275703434 0.0038254922968224583 0.00029272947299295685 -0.0011029655749440804 -0.0053189825492374826 0.032078640222549436 0.0052779473456682578 0.0069387113529693779 0.0031982653122395277 0.0003644363538326304 0.020944457460427657 0.00274240953980812 0.018459651640878292 -0.00090414847095563605 -0.0055781881967559462 0.026150483345346795 0.0016564798824911559 -0.0045445458636703909 0.0024007730770707978
leaf_weight=95895 1206303 38 99 1750 29 1441 33 890 2076 134 29 25 126 4889 8171 66 25 29 111 75 937 32 21 20 992 25 28 501 529 176
leaf_count=95895 1206303 38 99 1750 29 1441 33 890 2076 134 29 25 126 4889 8171 66 25 29 111 75 937 32 21 20 992 25 28 501 529 176
internal_value=-1.22587e-06 -0.000162661 -0.000769475 -0.00151335 -0.000839682 -0.00168804 0.000954402 -0.00261885 -0.00182206 0.00195333 0.00720979 0.0185028 -0.0011399 -0.000307614 -0.000781007 0.000547915 0.00594879 0.0176857 0.00236805 0.00165034 0.00119882 0.00850554 -0.00181194 0.000112916 -0.0002313 0.00878851 0.0161185 -0.00260166 -0.000954919 -0.00281068
internal_weight=1.3255e+06 119192 23297 8924 5545 3762 1783 3379 2489 413 153 54 260 14373 9253 5120 231 54 177 1082 1044 107 3733 1086 1066 74 49 2647 1206 705
internal_count=1325495 119192 23297 8924 5545 3762 1783 3379 2489 413 153 54 260 14373 9253 5120 231 54 177 1082 1044 107 3733 1086 1066 74 49 2647 1206 705
cat_boundaries=0 1
cat_threshold=177
is_linear=0
shrinkage=0.05


Tree=263
num_leaves=31
num_cat=0
split_feature=89 17 123 71 105 31 61 60 113 69 107 92 97 58 103 105 10 90 73 72 98 74 52 94 82 29 85 66 67 72
split_gain=1.30525 2.03238 2.65998 2.13172 2.15137 1.95897 1.81974 2.54172 2.26716 2.26355 2.45222 2.3911 1.91952 2.22282 2.84503 2.72748 2.56321 2.68385 2.455 4.19346 2.67481 2.23153 2.17153 2.11723 2.06329 2.41979 3.37691 2.56226 2.86689 2.01734
threshold=0.78353676199913036 11.775000095367433 -0.98897820711135853 182.94132995605472 -0.99939548969268788 1015.3500061035157 0.46423399448394781 0.29604664444923406 0.8140845298767091 200.24772644042972 -0.30057173967361445 -0.95116284489631642 -0.95579567551612843 297.27902221679693 0.89031895995140087 -0.99145606160163868 10.150000095367433 -0.63702851533889759 0.52209323644638073 0.49462243914604193 -0.998976171016693 0.38494317233562475 0.064999999478459372 0.89428928494453441 341.99523925781256 1016.6499938964845 0.87024709582328807 3.7549999952316289 6.3550000190734872 0.51072674989700328
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 6 -3 -4 -5 -6 8 -8 9 10 11 -2 13 14 18 -15 17 -17 19 20 -11 -21 -20 -22 -14 27 -27 -26 -29 -24
right_child=1 2 3 4 5 -7 7 -9 -10 12 -12 -13 24 15 -16 16 -18 -19 22 21 23 -23 29 -25 25 26 -28 28 -30 -31
leaf_value=1.9175289214539661e-06 -0.0019447850671653847 0.0078419696529939149 0.0054600546685978774 -0.018580972274829601 -0.0010586953507349152 -0.0073655890737218026 0.022606437958893368 0.0016323393130173479 -0.010462236170464996 0.017342170212595237 -0.0056586826022754872 0.011162834152006933 -0.0015905362575729675 -0.0070779282222723679 -0.017242496636357497 0.032172539036559027 -0.0011477039733325087 0.0087250291584775996 -0.011240582166345053 0.024651898614441357 -0.0024882122476387832 0.0078772881351668687 -0.0085709166037099029 0.01443622387945652 -0.01107373676286676 0.024213984081971236 0.0020302300984483389 0.019445795193314554 -0.0015763710153723052 0.0013656407283972308
leaf_weight=1320400 49 48 50 29 221 278 20 52 57 21 46 120 2997 21 22 23 21 26 53 24 243 114 62 20 39 29 42 23 55 290
leaf_count=1320400 49 48 50 29 221 278 20 52 57 21 46 120 2997 21 22 23 21 26 53 24 243 114 62 20 39 29 42 23 55 290
internal_value=-1.16458e-06 -0.000799911 -0.00346811 -0.00440735 -0.00534177 -0.00457236 -0.00042616 0.00745848 -0.00055527 -0.000425155 0.00457649 0.0073624 -0.000685847 0.00129954 0.000503515 0.00872616 0.0134674 0.019731 0.000975597 0.00364439 0.000169981 0.0107946 -0.00180521 -0.00120118 -0.0012718 0.00380932 0.0110912 -0.000609597 0.00462247 -0.000384548
internal_weight=1.3255e+06 5095 626 578 528 499 4469 72 4397 4340 215 169 4125 940 849 91 70 49 827 422 284 138 405 263 3185 188 71 117 78 352
internal_count=1325495 5095 626 578 528 499 4469 72 4397 4340 215 169 4125 940 849 91 70 49 827 422 284 138 405 263 3185 188 71 117 78 352
is_linear=0
shrinkage=0.05


Tree=264
num_leaves=31
num_cat=0
split_feature=31 87 95 21 71 18 56 107 82 79 126 104 112 72 38 94 66 126 66 14 76 108 121 129 78 36 86 18 30 127
split_gain=1.27647 4.03755 4.78935 4.50661 4.34179 4.17799 3.74567 5.14267 3.41465 3.40594 3.16933 3.9052 3.0618 2.9929 2.91556 2.89537 3.17348 2.80802 3.23398 3.29845 2.80283 6.13139 4.44207 3.67206 3.46139 4.50348 6.71014 5.04243 4.94823 6.09702
threshold=1014.2500000000001 0.85869845747947704 0.37467420101165777 5.0750000476837167 241.65911865234378 8.0099999904632586 181.28501129150393 -0.44095939397811884 247.06036376953128 5.4549999237060556 -0.96359375119209278 -0.75079485774040211 0.19936034083366397 0.7553890347480775 19.750000000000004 -0.98813247680664051 1.1150000095367434 -0.16504132002592084 29.664999961853031 0.6850000023841859 11.184999942779543 -0.66639938950538624 -0.87878364324569691 52.500000000000007 5.055000066757203 16.550000190734867 0.65000608563423168 9.5450000762939471 1013.1499938964845 -0.94260558485984791
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 20 5 4 8 13 7 9 -4 -7 11 -8 17 -3 -15 16 -2 18 19 -5 21 -1 -22 24 -23 -26 27 -27 29 -28
right_child=15 2 3 12 -6 6 10 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 22 23 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.0018256314890859804 0.00080139115292493306 0.00024126064768522019 0.022425341947625081 0.018902420759201052 -0.0035158588517378176 -0.0012592137919052188 0.0040329309602949188 -0.0059451454808586279 0.0020339344342855713 0.0026265390076541687 0.00053276065560019085 -0.00013158741922358145 0.012402775507344276 -0.0013437850958431512 0.011740490633907707 -2.4732736579489496e-05 -0.00095337191495492514 -0.0002836146436582471 0.0067128778963324032 0.00060503579579668405 -0.0016810183719797402 -5.2887774743137261e-06 -0.00019018276650418768 -0.00080691502103534454 0.00017932747552489736 0.019574939568397093 0.0088759221583137662 0.0039687843716148139 -0.00039654426240194097 0.0017184713322726545
leaf_weight=4763 3097 18550 24 25 1590 632 1443 200 142 5236 46921 923 49 4316 43 816402 15332 20379 276 1666 5541 280017 50846 12936 24950 86 314 130 2991 5675
leaf_count=4763 3097 18550 24 25 1590 632 1443 200 142 5236 46921 923 49 4316 43 816402 15332 20379 276 1666 5541 280017 50846 12936 24950 86 314 130 2991 5675
internal_value=-1.10635e-06 6.28956e-05 0.000342156 -0.000273361 -0.00271252 0.000532095 0.000767111 0.00193931 0.00498209 0.00220803 0.000622796 0.00240831 -8.2105e-05 -3.57742e-05 -0.00121471 -3.87229e-05 -0.000658483 -0.000109482 0.00169461 0.000875547 -1.07698e-05 4.46065e-05 -0.000336683 1.86724e-05 5.26668e-05 0.000527936 0.00147376 0.0101823 0.00126429 0.00209373
internal_weight=1.3255e+06 490664 102415 24151 1756 78264 55355 6068 166 5868 49287 2366 22395 22909 4359 834831 18429 22346 1967 1691 388249 331862 56387 327099 314163 34146 9196 216 8980 5989
internal_count=1325495 490664 102415 24151 1756 78264 55355 6068 166 5868 49287 2366 22395 22909 4359 834831 18429 22346 1967 1691 388249 331862 56387 327099 314163 34146 9196 216 8980 5989
is_linear=0
shrinkage=0.05


Tree=265
num_leaves=31
num_cat=2
split_feature=75 13 33 57 36 63 56 52 18 18 52 52 136 67 55 3 23 127 10 87 31 64 96 35 136 52 43 6 79 86
split_gain=1.38099 3.13582 2.3044 2.20424 2.7976 2.16341 2.12743 5.70687 5.78655 11.4241 6.62904 6.13926 7.8294 5.68198 5.24394 5.00672 4.66324 4.41461 6.62727 4.87785 5.10506 6.79872 4.82984 4.79961 4.14653 5.17842 6.40311 4.28128 4.12224 4.72182
threshold=0.84309181571006786 1.9049999713897707 10.34999990463257 340.52664184570318 12.84999990463257 0.36311630904674536 226.32544708251956 0.38499999046325689 11.120000362396242 13.344999790191652 3.4150000810623173 7.4049999713897714 0 6.5350000858306894 2.1950000524520878 357.50000000000006 9.1449999809265154 -0.41467745602130884 7.7500000000000009 0.86161610484123241 1014.5499877929689 25.904999732971195 -0.8156999647617339 11.949999809265138 1 0.9650000035762788 13.750000000000002 6.6499998569488534 28.994999885559086 0.85805568099021923
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 1 2 2 2 2 2
left_child=6 2 -2 5 -5 -4 13 15 10 11 14 12 -10 -1 16 -8 24 18 23 22 21 -21 -19 -15 25 26 27 -9 -29 -30
right_child=1 -3 3 4 -6 -7 7 8 9 -11 -12 -13 -14 17 -16 -17 -18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=6.2959424738230462e-06 -0.0015894985191181156 -6.3333125635488883e-06 -0.0017552818162595682 0.020716151259174306 0.00040761891557553482 -0.00029260171627200278 0.00090151016047324462 0.0039515726697148422 0.00024158932346201087 -7.4234674460457218e-05 -0.00061295919840057597 0.00028351774930005408 0.0017083314779296806 -0.0010388209443976174 0.00072432420569802972 0.010359224426751653 0.021871207411944246 -0.0019084256625927231 -0.0019752341042602261 0.0010407693089595543 -0.0012324366491277986 -0.0057474059480223183 -0.00045470581793203603 0.0019176275866900098 -0.00041382832513619909 -0.00014556961798737017 -0.0030278166302429911 -0.00098451003121002596 0.017223073612937394 0.0024901460305769541
leaf_weight=776768 4451 114906 2732 28 43 33858 18494 2485 14628 115336 53338 42222 24118 1855 24054 141 24 12705 2227 7869 5607 387 10383 5281 41389 7879 560 1104 66 309
leaf_count=776768 4451 114906 2732 28 43 33858 18494 2485 14628 115336 53338 42222 24118 1855 24054 141 24 12705 2227 7869 5607 387 10383 5281 41389 7879 560 1104 66 309
internal_value=-6.89027e-07 -0.000140416 -0.000515169 -0.000384735 0.00841662 -0.000401813 1.79556e-05 0.000121957 7.35298e-05 0.000245353 -0.00018354 0.000700594 0.00115509 -2.57822e-05 0.000110596 0.000973071 -0.00016372 -0.000563789 0.000405974 -0.000809517 -6.81458e-05 0.000722574 -0.00125467 0.0011491 -0.000173551 0.000628085 0.00197687 0.00268389 0.000553941 0.00508314
internal_weight=1.32525e+06 156018 41112 36661 71 36590 1.16923e+06 346147 327512 196304 131208 80968 38746 823082 77870 18635 53816 46314 9363 36951 13863 8256 23088 7136 53792 12403 4524 3964 1479 375
internal_count=1325247 156018 41112 36661 71 36590 1169229 346147 327512 196304 131208 80968 38746 823082 77870 18635 53816 46314 9363 36951 13863 8256 23088 7136 53792 12403 4524 3964 1479 375
cat_boundaries=0 1 2
cat_threshold=5220 54
is_linear=0
shrinkage=0.05


Tree=266
num_leaves=31
num_cat=2
split_feature=84 2 55 99 35 99 81 31 12 1 71 66 61 87 136 20 101 136 85 55 62 127 58 71 36 85 127 19 126 70
split_gain=1.30102 1.75083 2.30003 2.02133 1.88396 1.81944 1.85445 1.56452 2.1424 4.24606 2.50264 2.61308 1.74079 1.88963 2.76923 3.23081 2.25234 1.88412 2.88993 1.86479 2.26305 1.56956 1.92214 1.5389 2.00727 3.31636 2.52545 2.20828 2.51156 2.6424
threshold=0.92270979285240184 4.5000000000000009 1.6649999618530276 -0.61217126250267018 16.44999980926514 -0.9913213551044463 320.19213867187506 1009.5499877929689 1.1050000190734866 232.50000000000003 298.76371765136724 6.8650000095367441 0.4811216145753861 0.90061122179031383 0 5.5350000858306894 -0.94299885630607594 1 0.89197024703025829 0.15500000119209292 0.31252223253250128 -0.72534674406051625 257.13439941406256 273.32164001464849 15.650000095367433 0.88995155692100536 -0.36648726463317866 6.9049999713897714 -0.36648726463317866 282.09169006347662
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=-1 2 4 5 -2 -4 -7 8 9 -3 21 -12 13 17 15 -15 -16 18 -9 20 -19 -10 -23 24 -18 -26 -27 -28 -29 -30
right_child=1 7 3 -5 -6 6 -8 12 10 -11 11 -13 -14 14 16 -17 23 19 -20 -21 -22 22 -24 -25 25 26 27 28 29 -31
leaf_value=3.2674931733954803e-06 0.0056213099874646653 0.021505177699911754 -0.014485575176076966 -0.012427181609507119 -0.0083595982681100196 -0.00060580019098358537 0.0094337015615945513 0.01465733395452844 0.0073624102893518287 0.00014482175000011922 0.020640365434465586 0.0021760170792483472 -0.00026504098497401172 0.020379678441095169 0.014085392848305081 0.0020497315940408668 -0.0021894440747300416 -0.0071631749711778703 -0.0015545737068765821 -0.0058427525865850476 0.0022342991572529445 -0.0071721157371685221 0.00078191502349606403 -0.0026126623961083783 0.022335364580863999 -0.0037157458643759453 -0.002261892964177933 0.025120022981649354 0.0011814899859018625 0.019214760729976531
leaf_weight=1316995 329 38 20 35 26 281 55 32 42 60 27 66 3478 30 23 121 391 98 195 687 185 143 162 1399 21 124 61 21 74 28
leaf_count=1316995 329 38 20 35 26 281 55 32 42 60 27 66 3478 30 23 121 391 98 195 687 185 143 162 1399 21 124 61 21 74 28
internal_value=-6.53996e-07 -0.000626512 0.00168368 -0.000961737 0.00459736 0.000165484 0.00103757 -0.000856115 0.00174177 0.00842741 0.000252695 0.00753663 -0.0010567 -0.00184563 -0.00100503 0.00533794 -0.00147023 -0.00345591 0.00069997 -0.00439043 -0.00101995 -0.00169948 -0.00294735 -0.00164602 0.000232231 0.00311027 0.00179947 0.00551624 0.00937369 0.0061318
internal_weight=1.32525e+06 8252 746 391 355 356 336 7506 538 98 440 93 6968 3490 2293 151 2142 1197 227 970 283 347 305 2119 720 329 308 184 123 102
internal_count=1325247 8252 746 391 355 356 336 7506 538 98 440 93 6968 3490 2293 151 2142 1197 227 970 283 347 305 2119 720 329 308 184 123 102
cat_boundaries=0 1 2
cat_threshold=33 1424
is_linear=0
shrinkage=0.05


Tree=267
num_leaves=31
num_cat=3
split_feature=73 65 67 15 136 13 136 136 39 90 34 107 104 36 7 75 102 9 28 33 121 21 53 34 99 120 60 79 127 67
split_gain=1.28008 2.34161 5.70519 3.17566 5.23564 3.71691 3.73981 3.31643 5.54687 4.66488 3.44483 4.57919 5.11072 3.98172 3.45496 3.36601 3.32047 3.753 4.16308 3.1854 4.46793 3.20313 3.12904 3.71324 4.74246 3.66355 3.60607 3.40644 3.35975 3.30567
threshold=0.86175689101219188 5.7750000953674325 7.1449999809265146 1.3650000095367434 0 1.325000047683716 1 2 8.8499999046325701 -0.60696274042129505 18.94999980926514 -0.90415653586387623 -0.82156917452812184 18.849999427795414 0.94999998807907116 0.7240232825279237 0.56903520226478588 2.1499999761581425 1011.9500122070314 5.3500001430511483 -0.39873388409614557 5.805000066757203 0.58499997854232799 13.449999809265138 -0.99658638238906849 -0.5663846731185912 0.40924187004566198 24.045000076293949 0.62249094247818004 7.8150000572204599
decision_type=2 2 2 2 1 2 1 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 -1 4 -3 6 -6 9 -9 -5 14 12 15 -13 -11 -12 22 18 -18 20 -19 -21 23 24 -10 -26 27 29 -29 -24
right_child=-2 3 -4 7 5 -7 -8 8 16 10 11 13 -14 -15 -16 -17 17 19 -20 21 -22 -23 26 -25 25 -27 -28 28 -30 -31
leaf_value=-9.8279679458929059e-08 -0.00015841719937572418 -0.00036351761900054228 -0.00068697388439301706 0.00044371731371967301 0.0052127553995994867 0.00078097726502362888 0.0017173794662179581 0.0060110332864525932 0.025540461686129376 -0.0020010228116110348 0.023586854375088992 0.016785042134061869 -0.0052427082771828283 -0.00071418587809928989 -0.00019036329526181715 0.0021728954873979091 -0.0020250301509017322 0.004650445314920695 0.0024668470837286792 -0.0018611824259448313 -0.0020066456896281142 0.00017931592280589478 -6.4884890808975017e-05 -0.004175305366007194 0.0060042965413695248 -0.0002357845801086412 -0.00012260436123176746 -0.0017338834127486676 0.0016863727512166763 -0.0016932654875102861
leaf_weight=901558 117162 6292 31280 96844 1061 7417 2821 374 24 3029 69 36 32 335 20232 25 610 846 3341 2055 359 30005 4404 183 494 449 79989 1068 2191 10662
leaf_count=901558 117162 6292 31280 96844 1061 7417 2821 374 24 3029 69 36 32 335 20232 25 610 846 3341 2055 359 30005 4404 183 494 449 79989 1068 2191 10662
internal_value=-6.21297e-07 1.4682e-05 -2.31306e-05 0.000142833 0.000792814 0.00143578 0.00269056 9.84564e-05 -6.98215e-05 0.000289672 -0.000338137 0.0037808 0.0120163 0.000983852 -0.000426144 0.0178917 -8.64658e-05 0.000316423 0.00177334 0.00014338 0.00266713 4.85229e-05 -0.000237213 0.00235578 0.00359175 0.00303314 -0.000267544 -0.000900207 0.000565528 -0.00121727
internal_weight=1.32525e+06 1.20808e+06 932838 275247 17591 11299 3882 257656 137054 120602 23758 497 126 371 23261 94 136680 37216 3951 33265 1205 32060 99464 1150 967 943 98314 18325 3259 15066
internal_count=1325247 1208085 932838 275247 17591 11299 3882 257656 137054 120602 23758 497 126 371 23261 94 136680 37216 3951 33265 1205 32060 99464 1150 967 943 98314 18325 3259 15066
cat_boundaries=0 1 2 3
cat_threshold=5153 2560 3472
is_linear=0
shrinkage=0.05


Tree=268
num_leaves=31
num_cat=1
split_feature=18 72 76 136 79 83 57 10 112 60 71 86 112 3 66 55 85 68 57 36 64 24 87 75 65 10 77 67 106 54
split_gain=1.29068 4.42618 3.00171 4.50387 3.46901 3.57263 2.40582 2.44 3.55588 3.28871 3.31169 2.83685 2.75892 3.70469 2.29777 2.22445 3.87019 2.82436 4.32148 4.45777 2.61124 2.20284 1.98904 1.94572 1.92937 1.88576 1.85449 2.71711 3.71905 3.47195
threshold=6.9049999713897714 0.65759074687957775 23.605000495910648 0 47.375000000000007 333.48237609863287 256.16117858886724 16.150000572204593 -0.60873827338218678 0.25033603608608251 294.20205688476568 0.85174596309661876 1.0000000180025095e-35 164.50000000000003 0.39499999582767492 1.9249999523162844 0.88082098960876476 317.41395568847662 212.4480895996094 13.250000000000002 5.6749999523162851 357.50000000000006 0.89589449763298046 0.4178778231143952 1.4049999713897707 12.750000000000002 13.335000038146974 1.075000047683716 0.70086973905563366 0.2950000017881394
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 26 14 6 -6 7 12 11 10 -10 -9 15 24 -4 -5 -17 20 19 -19 25 22 -8 -11 -14 -18 27 28 -1 -29
right_child=-2 -3 3 4 5 -7 21 8 9 23 -12 -13 13 -15 -16 16 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=4.7711067520743477e-05 1.4945581137678053e-05 -0.0010886521819989383 -0.010338380097755758 -0.0049058234559025285 0.0010274013048847733 0.022587052123113113 1.2744288432654011e-05 0.025102618608910304 0.024032060306519273 -0.0095098756677047779 -0.00080056323445048833 0.0046695080364826235 0.012813417773038425 0.023549855158974731 -0.0029798818284191074 -0.0040900407057590229 -0.0067400749598698134 0.03448747951164842 -0.0026462607267426284 0.0064966336033786794 0.012796625225039732 0.016405970501628789 0.0053390524686082541 0.00014409773960065696 -0.0022024019754116504 0.001964211322122318 0.00061295310944739273 0.0014965015257396973 -0.010875579482174148 -0.0010954360015912178
leaf_weight=78880 1205758 11527 115 803 46 33 1909 26 25 77 29 49 27 21 1369 527 109 25 41 33 35 22 193 162 103 145 11191 1475 78 10414
leaf_count=78880 1205758 11527 115 803 46 33 1909 26 25 77 29 49 27 21 1369 527 109 25 41 33 35 22 193 162 103 145 11191 1475 78 10414
internal_value=-5.87754e-07 -0.000157334 -5.7898e-05 -0.00115209 -0.000349795 0.0100333 -0.000538689 -0.00168302 0.00203843 -0.00044823 0.010696 0.011753 -0.00241576 0.00406399 -0.00352635 -0.00298529 -0.00129983 0.00248996 0.00977858 0.0185617 -6.83615e-06 0.000666524 0.000501792 -0.00296618 0.000916268 -0.00177109 5.62713e-06 -6.91864e-05 3.69203e-05 -0.000773869
internal_weight=1.32525e+06 119489 107962 5924 4440 79 4361 2237 368 293 54 75 1869 151 1484 1718 915 388 99 58 289 2124 2102 239 130 254 102038 90847 78958 11889
internal_count=1325247 119489 107962 5924 4440 79 4361 2237 368 293 54 75 1869 151 1484 1718 915 388 99 58 289 2124 2102 239 130 254 102038 90847 78958 11889
cat_boundaries=0 1
cat_threshold=1140
is_linear=0
shrinkage=0.05


Tree=269
num_leaves=31
num_cat=3
split_feature=75 13 38 136 116 92 52 99 20 79 70 85 14 36 79 37 60 57 124 58 82 8 117 31 55 136 136 72 107 65
split_gain=1.19654 2.65002 2.45962 2.16887 2.0692 2.61235 4.73821 3.21367 2.82049 2.71556 3.02375 2.46391 2.42899 2.50068 2.56688 2.37525 2.64573 2.32447 2.31858 4.29966 2.25072 2.60969 3.74766 2.91255 2.49981 2.20981 2.20768 2.19045 2.24093 2.16679
threshold=0.85084035992622387 1.8849999904632571 14.34999990463257 0 0.26722820103168493 -0.068461142480373369 4.0050001144409189 -0.72010934352874745 7.3550000190734872 15.765000343322756 327.34066772460943 0.66765490174293529 2.4550000429153447 13.550000190734865 31.625000000000004 11.250000000000002 0.31751126050949102 239.0810470581055 0.87032255530357372 240.03842926025393 302.30082702636724 10.750000000000002 0.99140709638595592 1016.4500122070314 0.39499999582767492 1 2 0.87389075756073009 -0.75744834542274464 31.295000076293949
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 1 2 2 2
left_child=-1 -2 3 -3 -5 6 9 8 -8 -6 12 -10 -11 14 15 16 -14 -12 25 -20 -7 22 24 -23 -22 -17 -9 28 -21 -19
right_child=1 2 -4 4 5 20 7 26 11 10 17 -13 13 -15 -16 18 -18 29 19 27 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.5756419311208903e-05 -0.000516910843722171 -0.0011987256925620065 0.00046600907241186804 -0.00057729886529131545 -0.0018773428428844807 0.00024791616530716503 -0.00045794482349986905 -0.00026227141007333137 0.015977756821495645 0.0023864057566645785 -0.0072535480591756768 0.0023612427232819443 -0.0099942822978831836 -0.0050138986833981741 0.0025967633559146734 0.0013023502199206304 -0.0015295335359129529 0.0030457737773691342 -0.0031543122811449904 0.010121221638983116 0.0046969645483019747 -0.00059140525606250641 -0.007253538365515521 0.0011648392496600528 -0.00075348018960026903 -0.0045572994974881946 0.005131537274981177 0.0063926529443751158 0.03379045963287354 -0.008440250333567911
leaf_weight=1185456 34818 4528 21311 16269 1591 25621 1394 239 34 1698 209 1453 125 232 851 493 353 162 72 20 213 4855 220 4595 17036 227 1045 52 20 55
leaf_count=1185456 34818 4528 21311 16269 1591 25621 1394 239 34 1698 209 1453 125 232 851 493 353 162 72 20 213 4855 220 4595 17036 227 1045 52 20 55
internal_value=-5.58367e-07 -0.000138911 -1.35341e-05 -0.000135687 -7.46995e-05 5.53577e-05 0.000782436 0.00208505 0.00115785 -9.83071e-05 0.000521182 0.00267258 0.00093364 -7.52745e-05 0.000442466 -0.000903574 -0.00374312 -0.00349012 0.000631836 0.0059972 -8.75255e-05 -0.000406793 -0.000768883 0.000262557 -0.000686175 -0.000590275 0.00416547 0.0131593 0.0219558 0.00013457
internal_weight=1.32525e+06 139791 104973 83662 79134 62865 10325 4165 2881 6160 4569 1487 4143 2445 2213 1362 478 426 884 164 52540 26919 17469 9450 17249 720 1284 92 40 217
internal_count=1325247 139791 104973 83662 79134 62865 10325 4165 2881 6160 4569 1487 4143 2445 2213 1362 478 426 884 164 52540 26919 17469 9450 17249 720 1284 92 40 217
cat_boundaries=0 1 2 3
cat_threshold=7200 896 21
is_linear=0
shrinkage=0.05


Tree=270
num_leaves=31
num_cat=0
split_feature=107 43 120 41 19 114 35 53 38 4 13 65 95 57 38 40 97 126 25 13 127 84 88 98 18 55 35 72 111 118
split_gain=1.76615 4.42503 8.55004 7.05627 4.38312 5.86575 4.51015 4.01545 4.01149 3.84819 4.10873 4.07 3.66719 3.61399 3.4638 4.49479 6.06406 3.35419 3.08985 3.06278 6.32377 3.08368 2.97982 2.96832 2.93733 5.26672 5.99547 5.83155 5.77053 5.02704
threshold=-0.77390247583389271 3.9500000476837163 -0.85260769724845875 11.650000095367433 10.405000209808351 -0.84335932135581959 10.650000095367433 4.4149999618530282 18.750000000000004 9.3499999046325701 0.83499997854232799 1.6449999809265139 0.99567097425460827 233.17728424072268 14.150000095367433 -1.0000000180025095e-35 -0.98052021861076344 0.99353402853012096 201.50000000000003 1.5149999856948855 0.99140709638595592 0.79246580600738536 -0.42944434285163874 -0.99955901503562916 5.7200000286102304 0.15500000119209292 17.050000190734867 0.60886755585670482 0.066709131002426161 -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 3 9 14 6 -6 -4 8 13 10 22 -11 18 -7 15 16 -1 -8 -12 20 -19 -22 -3 -24 -16 26 27 28 29 -26
right_child=-2 2 4 -5 5 7 17 -9 -10 11 12 -13 -14 -15 24 -17 -18 19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.028654979041311892 -4.1998407160614835e-05 -0.0013863196294853965 -0.0040508839519837773 0.015372581677557288 -0.00098861494609439864 -0.0022651901426842592 0.0010172901489914328 0.0018412026376238011 0.0013145894954154774 -0.0099961813924834136 0.0012793883649261308 -0.0023953782164920657 0.018178730137431279 0.0010103741493145046 -0.00082660754478491242 1.1761347226541707e-05 -0.0021266534895403311 0.005358329417191476 -0.0010555622184741423 -0.0013763638023577573 0.039249941198663284 0.012122866660356522 0.013839216862865928 -0.0042409836533830771 0.012659533927334127 0.00030023238603740711 -0.0016552841521975032 0.00093803192097086899 -0.0018389822221374444 0.0043310851842998889
leaf_weight=32 898233 2810 424 76 13190 2602 8597 4001 2680 250 1737 596 26 1245 5330 231863 32 249 7687 111 22 20 23 1746 199 134764 1104 3188 349 2024
leaf_count=32 898233 2810 424 76 13190 2602 8597 4001 2680 250 1737 596 26 1245 5330 231863 32 249 7687 111 22 20 23 1746 199 134764 1104 3188 349 2024
internal_value=-2.20148e-06 8.15195e-05 -0.00037068 0.000138815 7.63189e-05 -0.00028612 0.000988589 0.000594001 -0.000170524 -0.00136658 -0.00116909 -0.00464148 -0.000573456 -0.00120512 0.000135759 1.54183e-05 0.0132642 0.00122603 -0.000625192 0.00569006 0.0083855 0.0263323 -0.00239834 -0.00400591 0.00032568 0.000369045 0.00172007 0.00236701 0.00413824 0.00507664
internal_weight=1.32521e+06 426977 48016 378961 33141 23718 9423 10528 6527 14875 14029 846 9450 3847 378885 231927 64 8999 9424 402 291 42 4579 1769 146958 141628 6864 5760 2572 2223
internal_count=1325210 426977 48016 378961 33141 23718 9423 10528 6527 14875 14029 846 9450 3847 378885 231927 64 8999 9424 402 291 42 4579 1769 146958 141628 6864 5760 2572 2223
is_linear=0
shrinkage=0.05


Tree=271
num_leaves=31
num_cat=0
split_feature=83 37 6 34 16 35 35 121 24 98 41 39 60 30 29 31 39 56 60 116 57 32 37 99 34 101 108 79 9 73
split_gain=1.67351 3.2101 5.46233 3.47215 3.23485 3.68644 4.43359 5.80668 5.49015 3.91839 4.10452 3.26524 3.52289 3.25296 3.19569 3.11762 3.07725 3.07529 3.0717 3.95327 3.4913 3.35113 3.06349 4.96613 4.42027 3.7426 3.54374 3.50078 3.69782 4.36497
threshold=310.44909667968756 20.44999980926514 0.55000001192092907 20.349999427795414 6.4600000381469735 12.250000000000002 14.34999990463257 -0.50751903653144825 179.50000000000003 -0.6465637981891631 9.3499999046325701 12.449999809265138 0.42726741731166845 1017.6499938964845 1029.049987792969 1024.4500122070315 16.150000572204593 220.4720153808594 0.34087434411048895 -0.81408452987670887 183.79229736328128 9.1500000953674334 12.250000000000002 -0.34047420322895044 10.949999809265138 0.65508487820625316 0.64765056967735302 40.914999008178718 4.4500000476837167 0.79713958501815807
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 17 4 14 13 8 -8 -7 10 11 12 -10 -6 15 16 -2 -3 19 20 -15 -22 24 -24 -21 26 -26 28 -27 -30
right_child=1 2 -4 -5 5 6 7 -9 9 -11 -12 -13 -14 18 -16 -17 -18 -19 -20 22 21 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=2.080730726563708e-05 -0.00054057291245385045 0.0010424840243950743 -0.0039814193513729749 0.011611848246465098 -0.00068656662571520187 0.0037397695972026957 0.00028158345658379564 -0.00086117709432233973 0.0019316002742865599 0.0010612552215141528 0.0023078001103119267 -0.00019255835376303634 -0.00019353664804247665 0.025370340102485251 0.012841885124466249 -0.0071175932166799728 -0.0028847067158516973 0.019063610756420532 -0.0002150186176995691 0.00018348157522416017 0.020836890678709516 -3.0252612132981823e-05 -0.001661003350470931 0.018586395063527651 0.007031011012514507 -0.0011993418294043265 -0.00063608763994989995 -0.0072760663931555258 0.0058980406477143164 0.015365586556677073
leaf_weight=1136458 10036 58 982 63 36107 1195 23012 21504 4141 13719 2017 37275 3686 28 42 203 1627 40 27563 2369 26 74 1312 31 198 122 631 47 481 163
leaf_count=1136458 10036 58 982 63 36107 1195 23012 21504 4141 13719 2017 37275 3686 28 42 203 1627 40 27563 2369 26 74 1312 31 198 122 631 47 481 163
internal_value=-2.09141e-06 -0.000139962 -0.0028581 -0.00012432 -0.000128261 -7.42105e-05 0.000110297 -0.000270441 0.000383521 0.000317597 0.000101076 2.38943e-06 0.000930801 -0.000358499 -0.000925774 -0.000974505 -0.000867582 0.00839805 -3.13589e-08 0.00108091 0.00976477 0.0053952 0.000873297 -0.00119364 0.00156537 0.00355909 0.00119514 0.00596956 0.00678228 0.00829433
internal_weight=1.32521e+06 188752 1080 187672 187609 175701 106549 44516 62033 60838 47119 45102 7827 69152 11908 11866 11663 98 33045 5482 128 100 5354 1343 4011 1642 829 813 766 644
internal_count=1325210 188752 1080 187672 187609 175701 106549 44516 62033 60838 47119 45102 7827 69152 11908 11866 11663 98 33045 5482 128 100 5354 1343 4011 1642 829 813 766 644
is_linear=0
shrinkage=0.05


Tree=272
num_leaves=31
num_cat=2
split_feature=107 43 136 40 120 31 86 28 111 39 79 65 99 65 54 22 8 4 65 14 89 33 89 7 60 72 16 116 89 136
split_gain=1.54839 3.99359 15.8941 9.36921 7.71641 4.98752 4.59771 4.45275 4.02131 5.6583 5.01437 4.17086 3.92796 3.7284 4.23981 3.64823 4.14429 3.47299 3.67318 3.53211 3.40777 4.82594 5.75619 3.34111 3.29166 3.88379 5.85922 4.86994 5.28407 4.6427
threshold=-0.77390247583389271 3.9500000476837163 0 7.6499998569488534 -0.85260769724845875 1010.3500061035157 0.76503926515579235 1007.3500061035157 0.45096190273761755 17.150000572204593 11.565000057220461 2.2250000238418584 -0.84507900476455677 2.1750000715255742 0.37500000000000006 5.7850000858306894 4.1499998569488534 9.3499999046325701 1.6449999809265139 0.94499999284744274 -0.3799570351839065 11.250000000000002 -0.95781576633453358 6.1499998569488534 0.42104685306549078 0.73391631245613109 12.50999975204468 -0.43049471080303187 -0.65608158707618702 1
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 1
left_child=1 2 6 12 17 7 -1 -6 9 -7 11 23 24 20 -15 16 -12 19 -19 -3 21 22 -8 -11 25 26 -4 29 -29 -28
right_child=-2 4 3 -5 5 8 13 -9 -10 10 15 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00039297387515180559 -3.9249669305193858e-05 -0.0019210960899026062 0.00015756968750908911 0.01933578934764401 -0.0026758747126544667 -0.00095967858018877836 0.036940503138161843 0.0028269493307044231 0.0012068565662721885 0.00071562262737576675 0.0031278307368726626 -0.001547926278626212 0.00034345438010316182 0.012552045832983692 0.0027382945007162962 0.00086116843418234832 0.020606631680857392 -0.0094974126943154265 -0.0022766496526446952 -0.00033404580452748347 -2.2264750429245026e-05 0.001970661266135263 0.0062446793290811395 0.0056360605047738634 6.6198711822903225e-05 -0.00095575910496014044 -0.00270890297658413 -0.0012520973628576508 -0.0046660842078947978 0.00071959769914177593
leaf_weight=6146 898233 6874 44005 63 430 15664 21 2534 4797 6959 60 2144 87535 112 6343 112 78 250 596 7155 3019 3741 56 363 196442 18322 1236 5761 1411 4748
leaf_count=6146 898233 6874 44005 63 430 15664 21 2534 4797 6959 60 2144 87535 112 6343 112 78 250 596 7155 3019 3741 56 363 196442 18322 1236 5761 1411 4748
internal_value=-1.98684e-06 7.64031e-05 0.000130834 5.55177e-05 -0.000353187 7.14626e-05 0.00152306 0.00202863 -0.000120772 -0.000371703 0.000576224 0.000391628 5.21401e-05 0.00204674 0.00290857 0.00756575 0.0130072 -0.00129929 -0.00441044 -0.00111168 0.00123307 0.00222569 0.0146163 0.000959561 -4.16364e-05 -0.000322274 -0.000119221 -0.00104505 -0.00192376 8.11376e-06
internal_weight=1.32521e+06 426977 378961 359523 48016 33141 19438 2964 30177 25380 9716 9466 359460 13292 6455 250 138 14875 846 14029 6837 3818 77 7322 271925 75483 57161 13156 7172 5984
internal_count=1325210 426977 378961 359523 48016 33141 19438 2964 30177 25380 9716 9466 359460 13292 6455 250 138 14875 846 14029 6837 3818 77 7322 271925 75483 57161 13156 7172 5984
cat_boundaries=0 1 2
cat_threshold=48 2432
is_linear=0
shrinkage=0.05


Tree=273
num_leaves=31
num_cat=0
split_feature=83 67 59 76 102 31 54 12 43 34 79 3 0 36 32 37 59 72 101 114 20 118 30 19 6 74 52 115 10 39
split_gain=1.46766 3.03143 3.33695 3.35396 5.02538 3.76263 3.38169 4.28578 4.04988 5.06342 3.32633 3.54469 3.47604 3.88474 3.30896 3.90192 3.24486 3.21411 4.23533 3.16912 3.0021 3.26658 2.97965 3.07744 2.93364 2.86209 2.81326 3.46201 3.7487 3.27068
threshold=310.44909667968756 1.075000047683716 24.033950805664066 14.534999847412111 -0.082111865282058702 1013.4500122070314 1.2050000429153445 0.92500001192092907 10.84999990463257 14.550000190734865 5.5250000953674325 17.500000000000004 212.50000000000003 15.250000000000002 17.050000190734867 12.750000000000002 221.30820465087893 0.45676031708717352 0.055501734837889678 -0.66259482502937306 4.6250000000000009 0.93038213253021251 1012.5499877929689 18.219999313354496 15.050000190734865 0.79414507746696483 2.3649998903274541 -0.35019405186176294 4.7500000000000009 12.650000095367433
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=-1 22 -3 6 5 -5 7 -4 -8 26 11 20 17 -14 15 -7 -13 25 -19 -11 -9 -22 23 -2 -24 -12 27 -10 -29 -28
right_child=1 2 3 4 -6 14 8 10 9 19 12 16 13 -15 -16 -17 -18 18 -20 -21 21 -23 24 -25 -26 -27 29 28 -30 -31
leaf_value=1.9555962837411835e-05 -0.00080542336030272666 -0.0020353971124178901 -0.0045734976699425131 -0.00062358189412402645 -1.6832115673461831e-07 -0.00088169000093755621 -0.00030814021194727433 0.023325102659873666 0.005037535389024502 0.00031729165488189327 -0.0072183920901275934 -0.0031112058338660159 0.00016490165993302136 -0.0029148389484243884 -0.0033491325693466934 0.005367776086179569 0.0021194528414474555 0.0048627660881775149 -0.0023764795313554383 -0.0089371024591887328 0.0029382343846890663 0.022343495717116944 0.00084367376333261031 -0.012679110257886352 0.01202135203856091 0.0095398341409034196 -0.0024753736641980636 0.0081936631242142018 0.035062102982330888 0.0036763150693090462
leaf_weight=1136458 2138 2409 850 794 79234 308 76715 24 383 262 452 475 4741 1306 160 1321 789 217 2931 143 225 24 11576 56 59 27 299 34 21 779
leaf_count=1136458 2138 2409 850 794 79234 308 76715 24 383 262 452 475 4741 1306 160 1321 789 217 2931 143 225 24 11576 56 59 27 299 34 21 779
internal_value=-1.88825e-06 -0.000131002 -0.000187342 -0.000161536 7.05837e-05 0.00224092 -0.000370929 -0.00115051 -0.000251359 0.00201619 -0.000890981 0.00126973 -0.00123427 -0.000500245 0.00351225 0.00418617 0.000153818 -0.00245806 -0.00187746 -0.00295031 0.00643644 0.00480862 0.000581647 -0.00110849 0.000900355 -0.00627377 0.00334299 0.00672207 0.0184525 0.00197005
internal_weight=1.32521e+06 188752 174923 172514 81817 2583 90697 12061 78636 1921 11211 1537 9674 6047 1789 1629 1264 3627 3148 405 273 249 13829 2194 11635 479 1516 438 55 1078
internal_count=1325210 188752 174923 172514 81817 2583 90697 12061 78636 1921 11211 1537 9674 6047 1789 1629 1264 3627 3148 405 273 249 13829 2194 11635 479 1516 438 55 1078
is_linear=0
shrinkage=0.05


Tree=274
num_leaves=31
num_cat=0
split_feature=19 76 24 86 12 95 82 8 32 27 123 66 38 30 5 54 2 55 33 83 79 60 61 81 28 20 70 6 65 53
split_gain=1.47849 4.97311 2.99769 2.93904 3.74611 2.70899 2.37873 3.43959 3.89275 2.37632 3.38782 4.76916 3.71853 2.56648 3.40666 2.527 2.78573 3.14764 2.50359 2.64777 2.49631 2.45861 2.53077 2.76143 2.44227 2.76006 2.28846 2.43734 2.50472 2.28176
threshold=6.0650000572204599 19.704999923706058 357.50000000000006 0.84677353501319896 0.80500000715255748 -0.48842075467109675 265.91297912597662 3.6499999761581425 15.550000190734865 271.50000000000006 -0.50751903653144825 4.1649999618530282 16.250000000000004 1014.7500000000001 1.3499999642372134 0.17500000447034839 263.50000000000006 0.034999999217689044 19.150000572204593 264.89010620117193 6.7750000953674325 0.27760526537895208 0.46659608185291296 321.21295166015631 1010.1499938964845 5.0650000572204599 267.15374755859381 5.0499999523162851 0.80500000715255748 1.294999957084656
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 -1 5 6 7 8 -5 10 11 12 24 18 -15 16 -12 -18 -14 -20 -17 22 -11 -24 -6 -26 27 28 -16 -13
right_child=-2 2 -4 4 9 -7 -8 -9 -10 21 15 29 13 14 26 20 17 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=8.7138220912321644e-05 9.7382334454121581e-06 -0.0019054412090749367 0.015119609354923553 0.0011699882609879269 -0.0090706389949678692 -0.004026073849203303 -0.0030847143844137184 -0.00037752070588000593 0.024606197337443764 -0.0031485271871806867 -0.00081716847121054254 0.024698151490001971 0.0013331644442697063 0.027644943362101916 0.014536460823026197 -0.0070883867150263943 -0.00096515467762947084 0.023057069405913354 0.019368151688902845 -0.00017914481461048129 -7.6835411334090302e-05 -0.00041301922385631595 0.00078930383922694173 0.019675222483717586 0.002748030768840096 -0.0033877031579135014 0.014164527745119164 -0.0037304761441978255 -0.0038993940550695969 0.0041828464919134332
leaf_weight=42780 1264899 4645 26 34 86 1330 208 126 37 1594 169 33 845 20 58 288 25 30 41 30 227 6574 161 22 386 349 63 74 27 23
leaf_count=42780 1264899 4645 26 34 86 1330 208 126 37 1594 169 33 845 20 58 288 25 30 41 30 227 6574 161 22 386 349 63 74 27 23
internal_value=-1.79383e-06 -0.000243655 -0.00181068 -0.000112103 -0.000774899 -0.00293583 0.000644496 0.00458194 0.0133832 -0.000437891 0.000830018 0.00188299 0.00147582 0.00330076 0.00788033 -0.00206957 0.00236376 0.0121379 0.00209088 0.0111087 -0.00399786 -0.00085906 -0.00250918 0.00305974 -0.00109823 -0.000165399 0.00609973 0.00290425 0.00868037 0.0162722
internal_weight=1.32521e+06 60311 4671 55640 12860 1735 405 197 71 11125 2774 2035 1979 1158 242 739 224 55 916 71 515 8351 1777 183 821 735 222 159 85 56
internal_count=1325210 60311 4671 55640 12860 1735 405 197 71 11125 2774 2035 1979 1158 242 739 224 55 916 71 515 8351 1777 183 821 735 222 159 85 56
is_linear=0
shrinkage=0.05


Tree=275
num_leaves=31
num_cat=0
split_feature=19 72 60 99 54 2 41 79 53 63 77 77 67 14 78 76 83 60 72 21 31 25 69 75 76 98 2 91 92 98
split_gain=1.4548 3.50885 2.7785 2.45109 3.33762 3.10473 2.26518 2.36772 3.12877 2.69899 2.35459 3.22742 2.35324 2.25501 4.38725 2.23936 2.55848 3.23766 3.50918 3.29375 2.78088 2.54859 2.16458 7.65521 4.30375 2.29655 2.49633 2.84798 2.55514 2.59749
threshold=6.9049999713897714 0.6650184988975526 0.488856852054596 0.27761048078536993 9.1250000000000018 23.500000000000004 16.349999427795414 7.2249999046325692 1.2649999856948855 0.30575460195541387 16.144999504089359 13.085000038146974 12.305000305175783 0.66500002145767223 1.075000047683716 23.605000495910648 300.24330139160162 0.24176140129566195 0.2835067510604859 6.0450000762939462 1008.5499877929689 299.50000000000006 330.63557434082037 0.67171326279640209 22.724999427795414 -0.30130703747272486 336.50000000000006 -0.69845497608184803 -0.95754495263099659 -0.99741980433464039
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 15 -3 -2 5 -5 7 12 9 -9 11 -10 13 14 -7 22 20 18 -18 21 -17 -20 -1 24 25 26 28 -28 -24 -30
right_child=3 2 -4 4 -6 6 -8 8 10 -11 -12 -13 -14 -15 -16 16 17 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-3.288006738855897e-05 1.0765366613212603e-05 -0.0014538704737506627 -3.7183874987049286e-05 0.0089431578487314273 -0.0030994277762951931 -0.001333872263231093 0.0070790790288230866 -0.018582927046910579 0.0072757740564485824 0.0051503183022141462 0.00069746409123107582 0.025252042688867628 0.013484284600467775 -0.0022306689165980569 0.021897612369308872 0.0033443131045540414 0.019143348081683321 -0.001090913441598148 0.01784358834847808 0.018679122041378702 -0.0040255966607033551 0.00050747141624395706 0.01472492189674925 0.025379429470437271 0.022706682518448519 -0.0078151862103758123 0.00067044195918350533 0.016485972467132591 0.015780612602829935 -0.0028776159602476262
leaf_weight=98954 1205325 8823 5695 189 269 63 185 23 94 25 71 34 29 576 30 146 31 3490 22 28 1038 583 26 36 23 70 59 55 20 277
leaf_count=98954 1205325 8823 5695 189 269 63 185 23 94 25 71 34 29 576 30 146 31 3490 22 28 1038 583 26 36 23 70 59 55 20 277
internal_value=-3.11753e-06 -0.000169624 -0.000898144 1.33517e-05 0.00197643 0.00301162 0.00201953 0.00102903 0.00523629 -0.00622186 0.00800006 0.0120507 -0.00045978 -0.00106423 0.00616016 -6.87581e-05 -0.00106645 -0.000482045 0.00271818 0.00191379 -0.00311681 0.00113788 -1.52444e-05 0.00306801 0.00155252 0.000592864 0.00193969 0.00830074 -0.000305385 -0.00162117
internal_weight=1.32629e+06 119376 14518 1.20691e+06 1588 1319 1130 945 247 48 199 128 698 669 93 104858 5338 4154 664 633 1184 605 99520 566 530 507 437 114 323 297
internal_count=1326289 119376 14518 1206913 1588 1319 1130 945 247 48 199 128 698 669 93 104858 5338 4154 664 633 1184 605 99520 566 530 507 437 114 323 297
is_linear=0
shrinkage=0.05


Tree=276
num_leaves=31
num_cat=1
split_feature=25 81 16 17 37 77 136 73 66 33 61 40 34 86 119 66 116 29 94 28 92 92 88 19 12 16 60 127 79 29
split_gain=1.37989 4.11095 3.52029 3.99685 3.61219 3.46358 2.85313 2.77914 4.95599 3.55463 2.65997 2.65317 2.62893 2.61975 3.37872 2.64824 2.59615 2.49495 3.4026 2.70315 2.40971 6.17504 5.60837 5.22953 4.94391 5.2274 4.50041 3.85422 3.60606 3.57461
threshold=181.50000000000003 268.57131958007818 11.120000362396242 13.344999790191652 13.449999809265138 1.3049999475479128 0 0.4865290522575379 11.765000343322756 18.349999427795414 0.79625120759010326 17.849999427795414 18.349999427795414 0.73026686906814586 -0.96811076998710621 0.83499997854232799 0.87032255530357372 1019.3500061035157 -0.38705195486545557 1014.0499877929689 -0.61181876063346852 -0.18975391983985898 1.0000000180025095e-35 10.405000209808351 3.2949999570846562 6.9049999713897714 0.73126241564750682 0.90255093574523937 16.945000648498539 1029.2500000000002
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 10 7 11 6 12 17 8 9 -3 -1 13 -6 14 -4 -16 -7 19 -19 -5 23 -22 -23 24 25 -2 -25 28 -27 -24
right_child=20 2 3 4 5 16 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 21 22 29 26 -26 27 -28 -29 -30 -31
leaf_value=8.3637333088465995e-06 -0.00083617624009573127 0.0047747658626657134 -0.0045607944573497492 0.0066013410593159811 -0.0040309673862974323 0.0020043208801692226 -0.0023284963634944977 0.0013739701255228219 0.024863984705559141 -0.0055974057254691923 -0.0080378961042406102 0.015057880021429257 0.0053371075472978691 -0.003293567706068431 -0.0062756035650192304 0.0073722171347315726 -0.0097946427452893173 0.012316447564304989 -0.0028076058443586688 -0.0018826889325664568 0.00041583246078716107 -1.0483458831653206e-05 -0.0015270515399871233 -0.00061310262198131229 -0.0041623655911231672 0.00013642293827500029 0.0006254036727256848 -0.00072218508021419962 0.0009057741253104811 0.019134188771602653
leaf_weight=36946 13502 1005 147 121 423 5781 1244 2069 29 90 103 23 91 1114 43 205 47 107 57 419 88355 997704 6676 71378 691 59559 8175 9700 20464 21
leaf_count=36946 13502 1005 147 121 423 5781 1244 2069 29 90 103 23 91 1114 43 205 47 107 57 419 88355 997704 6676 71378 691 59559 8175 9700 20464 21
internal_value=-2.96166e-06 0.000254536 0.00101898 0.000550125 0.000983717 0.00156216 -0.000899483 0.00246122 0.00446257 0.00392226 -1.40057e-05 -0.00179614 -0.00237242 -0.00205303 0.00144561 0.00500586 0.00190917 0.00163549 0.00705992 1.83622e-05 -1.30628e-05 1.50891e-05 -2.01634e-05 -0.000180738 5.28266e-05 8.10436e-05 -0.000485832 0.000219072 0.000333166 -0.00146226
internal_weight=1.32629e+06 50064 13015 9822 8290 6342 1948 3193 1124 1095 37049 1532 514 1509 395 248 5828 704 164 540 1.27622e+06 1.09276e+06 1.0044e+06 183469 103916 103225 79553 89723 80023 6697
internal_count=1326289 50064 13015 9822 8290 6342 1948 3193 1124 1095 37049 1532 514 1509 395 248 5828 704 164 540 1276225 1092756 1004401 183469 103916 103225 79553 89723 80023 6697
cat_boundaries=0 1
cat_threshold=114
is_linear=0
shrinkage=0.05


Tree=277
num_leaves=31
num_cat=2
split_feature=72 17 65 53 136 65 1 67 107 66 115 35 71 31 87 32 136 94 68 38 0 108 6 15 24 68 53 22 92 101
split_gain=1.32893 4.98734 3.80362 5.14662 5.22851 5.1913 4.72996 4.51407 3.54347 7.04667 3.36922 3.52188 3.24655 4.65058 5.52502 3.07735 3.96795 5.98007 3.28256 3.50539 5.80735 3.32066 4.56799 3.272 3.17565 2.98331 3.47161 3.28777 2.98271 4.15948
threshold=0.76840001344680797 11.120000362396242 5.0050001144409189 0.72500002384185802 0 19.845000267028812 220.50000000000003 6.1649999618530282 -0.77803561091423024 23.204999923706058 -0.44618082046508784 15.34999990463257 272.55487060546881 1013.8500061035157 0.86848491430282604 10.84999990463257 1 0.97080013155937206 196.21759796142581 18.44999980926514 218.50000000000003 0.92247089743614208 3.3500000238418584 1.544999957084656 338.50000000000006 320.89799499511724 0.064999999478459372 5.4649999141693124 -0.1681781858205795 0.15588425844907763
decision_type=2 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
left_child=2 -2 7 4 6 10 12 -1 9 -7 11 -6 13 14 -4 -5 17 18 -17 21 -21 -20 24 -24 -23 27 -27 -12 29 -3
right_child=1 28 3 15 5 8 -8 -9 -10 -11 25 -13 -14 -15 -16 16 -18 -19 19 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=4.0395623305989376e-06 -0.00034975120028737114 -0.00014208846980602637 0.0009224465197453706 -0.00031527627572451187 0.00052356442876823003 0.0020326200223556071 0.0033357741036155195 -0.00069160237628818739 0.0043168689188314603 0.034707947882513211 0.026401191435592331 -0.0068800790110496272 0.004611277443540911 0.030728649188365254 0.030353235720616319 -0.0024002531292583434 0.00021358735836692132 -0.0055393455061057244 0.0012865732696619476 0.033122009775884774 0.0039465155041508498 0.0061808069935068493 0.021220862729331623 0.0030820302123155557 0.033422960332878261 0.01770172382418353 -0.0017034827503020157 0.0065743635552327918 -5.3036680452374011e-06 0.0012608965385445025
leaf_weight=859302 117251 9669 52 23790 3661 33 713 23971 140 33 23 168 86 42 23 538 104691 319 9540 23 66 20 26 568 23 26 203 230 159413 11646
leaf_count=859302 117251 9669 52 23790 3661 33 713 23971 140 33 23 168 86 42 23 538 104691 319 9540 23 66 20 26 568 23 26 203 230 159413 11646
internal_value=-2.81445e-06 -9.57907e-05 2.41278e-05 0.000261437 0.00177124 0.00106284 0.00519619 -1.48393e-05 0.00881942 0.0183703 0.000694661 0.000198724 0.0119865 0.0174076 0.00994789 0.000202679 0.000309076 0.00120655 0.00140684 0.00160636 0.0114862 0.00151996 0.0050152 0.00387599 0.0207522 0.00463438 0.000499728 0.0083768 6.89715e-05 0.000624469
internal_weight=1.32629e+06 297979 1.02831e+06 145037 5433 4517 916 883273 206 66 4311 3829 203 117 75 139604 115814 11123 10804 10266 89 10177 637 594 43 482 229 253 180728 21315
internal_count=1326289 297979 1028310 145037 5433 4517 916 883273 206 66 4311 3829 203 117 75 139604 115814 11123 10804 10266 89 10177 637 594 43 482 229 253 180728 21315
cat_boundaries=0 1 2
cat_threshold=6692 2176
is_linear=0
shrinkage=0.05


Tree=278
num_leaves=31
num_cat=0
split_feature=19 66 35 115 79 39 110 33 29 83 9 75 88 116 105 121 87 32 7 6 33 86 38 38 114 99 54 2 96 67
split_gain=1.30823 3.42719 4.28302 3.49091 3.20581 3.75314 4.4727 3.45415 3.1563 2.51707 5.01004 4.52107 4.09895 3.00285 2.48435 3.51406 4.24807 2.73025 2.36459 3.15036 3.66294 2.24938 2.21766 2.66107 2.20994 2.20671 3.00521 2.79354 2.20622 3.21748
threshold=6.9049999713897714 1.6749999523162844 18.750000000000004 -0.98624804615974415 7.4549999237060556 18.150000572204593 0.067909147590398802 17.750000000000004 1009.1499938964845 342.08094787597662 2.1499999761581425 0.70770519971847545 -0.75248208642005909 -0.72534674406051625 -0.99902126193046559 -0.061046212911605828 0.87358209490776073 16.44999980926514 6.3500001430511483 3.9500000476837163 12.050000190734865 0.80919238924980175 19.750000000000004 18.349999427795414 -0.043617725372314446 0.27761048078536993 9.1250000000000018 23.500000000000004 -0.99402374029159535 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 9 3 4 21 14 8 -8 -7 -1 12 13 -11 -12 15 17 -17 -6 24 20 -20 -3 23 -10 -15 -2 27 -27 29 -16
right_child=25 2 -4 -5 5 6 7 -9 22 10 11 -13 -14 18 28 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.5322340021265102e-05 1.0489926670173796e-05 -0.0088420972090802706 -0.0054424472836407042 -0.0007986208714440996 0.00013432683240325173 0.021982420554268176 0.026707261889439789 0.0018979867361485958 0.011158210629597307 0.0050526873125428598 0.019696477400138974 0.021001621759657203 0.033212089189328255 -0.0089181788207497448 0.013062602778066052 0.027161977787476938 0.002862490572234882 0.019289100853105388 0.029694064121161191 0.00028379329371538834 0.0010999975531982879 -0.00053702775354917242 0.014122254145331681 -0.0078103619490743573 0.0068448294752410481 0.0084843102208136661 -0.0029408752243770251 0.0019168168937878074 -0.00085278999433766587 0.001503977696548271
leaf_weight=94438 1205325 95 465 21498 163 20 47 20 25 28 20 29 24 108 74 37 35 21 21 309 24 575 24 71 28 189 269 1130 854 323
leaf_count=94438 1205325 95 465 21498 163 20 47 20 25 28 20 29 24 108 74 37 35 21 21 309 24 575 24 71 28 189 269 1130 854 323
internal_value=-2.67365e-06 -0.00016057 -0.000689851 -0.000597314 0.00121799 0.00236434 0.00867731 0.0193015 0.00359287 -2.49655e-05 0.00322792 0.00179803 0.0180493 0.000706057 0.0014972 0.00598495 0.0153497 0.00232047 -6.90626e-05 0.00208381 0.0144439 -0.00171461 0.000527947 -0.00287063 -0.00567285 1.29439e-05 0.00187559 0.00285788 0.000578845 0.00365848
internal_weight=1.32629e+06 119376 24347 23882 2384 1714 207 67 140 95029 591 539 52 510 1507 256 72 184 490 354 45 670 120 96 136 1.20691e+06 1588 1319 1251 397
internal_count=1326289 119376 24347 23882 2384 1714 207 67 140 95029 591 539 52 510 1507 256 72 184 490 354 45 670 120 96 136 1206913 1588 1319 1251 397
is_linear=0
shrinkage=0.05


Tree=279
num_leaves=31
num_cat=3
split_feature=60 73 23 114 31 123 56 99 73 86 136 38 13 31 136 55 136 8 124 27 74 29 27 61 43 41 31 39 58 35
split_gain=1.29347 4.64208 4.35076 3.99064 3.83502 3.53831 3.20484 4.17788 3.14425 3.10283 4.97602 4.78533 4.76404 5.31484 4.36407 5.2509 4.0473 4.19656 3.87059 5.27148 6.20357 4.97 3.88392 3.85468 3.77809 5.96531 4.55257 3.75204 3.5584 3.50768
threshold=0.43144261837005621 0.60784497857093822 5.6849999427795419 -0.38266885280609125 1025.049987792969 0.77159520983695995 181.28501129150393 -0.20948752015829084 0.72211009263992321 0.84423232078552257 0 12.650000095367433 2.9150000810623173 1016.2500000000001 1 6.7750000953674325 2 1.9499999880790713 0.96359375119209301 218.50000000000003 0.74427631497383129 1019.9500122070314 344.50000000000006 0.37509480118751531 15.650000095367433 11.949999809265138 1010.7500000000001 6.5499999523162851 148.0319519042969 11.449999809265138
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 -5 7 -2 -9 10 -4 14 13 16 27 -16 24 -18 23 20 -20 -21 -23 29 25 -13 -27 -11 -28 -12
right_child=6 2 4 5 -6 -7 -8 8 -10 11 18 12 -14 -15 15 -17 17 -19 19 21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=1.1318892558699152e-05 0.0011861014352360878 -0.0011040972739969656 0.00044030004196414805 0.00095242990620927794 -0.0020472268244449364 0.011283981500574473 4.5014951663441512e-05 -0.00035139121063394306 -0.005731206362621046 0.019242668587714437 -0.0030888289067011994 0.00060039166374845554 -0.0021770881387026316 -0.0012233510431382104 0.0016738134736171554 -0.0011051835375171565 0.0034397535126108737 -0.00090672602806045062 0.0057620483640057505 -0.00080356053154845741 0.034561189944329468 0.0030005738020371041 0.019763445075174482 -0.00039007171139315773 -0.007619582260483199 0.012442194949593007 0.023265658771353111 -0.00015065203297411089 0.0022908719052740058 -0.0011000521538121646
leaf_weight=761427 11163 21627 12606 1422 2678 88 416508 1156 355 25 2689 15350 2956 7750 11389 1998 597 7958 100 2007 23 861 36 19565 134 168 21 10453 545 12634
leaf_count=761427 11163 21627 12606 1422 2678 88 416508 1156 355 25 2689 15350 2956 7750 11389 1998 597 7958 100 2007 23 861 36 19565 134 168 21 10453 545 12634
internal_value=-2.53997e-06 -3.66929e-05 -0.000306132 -0.000930586 -0.000177755 0.00155453 6.8849e-05 0.000852112 -0.00161535 -0.000132185 -0.000420172 0.000112984 -0.000255257 -8.05824e-05 0.000660432 0.00125811 0.000276922 -0.000602708 -0.000706192 0.0010087 0.0111473 0.000579281 0.00367333 -0.000855184 0.000740842 0.000810955 0.00521443 -0.000104281 0.00306909 -0.00144906
internal_weight=1.32629e+06 897107 135680 23137 112543 1510 429182 12674 1511 109865 50521 59344 35479 32523 23865 13387 24773 8555 37915 3027 123 2904 897 34888 16218 16084 734 10478 566 15323
internal_count=1326289 897107 135680 23137 112543 1510 429182 12674 1511 109865 50521 59344 35479 32523 23865 13387 24773 8555 37915 3027 123 2904 897 34888 16218 16084 734 10478 566 15323
cat_boundaries=0 1 2 3
cat_threshold=2688 5265 1443
is_linear=0
shrinkage=0.05


Tree=280
num_leaves=31
num_cat=0
split_feature=91 127 114 3 126 96 98 90 54 89 88 88 12 67 60 69 97 7 88 3 53 9 121 57 127 96 127 88 99 11
split_gain=1.64297 2.58764 3.11673 3.4496 2.68615 3.1669 2.63841 2.58836 3.33601 2.56792 2.52219 2.5439 2.49022 2.44215 2.36492 3.04003 2.35119 2.46007 2.33654 2.2997 3.2706 2.29788 4.43848 2.39359 2.30829 2.43523 2.22097 2.47808 2.4037 2.18985
threshold=0.51753437519073497 0.86159634590148937 -0.73724925518035878 73.500000000000014 0.98624804615974437 -0.74081692099571217 -0.079968255013227449 0.1423088684678078 3.6049998998641972 0.93990889191627514 0.12082643061876298 0.53405728936195385 2.2150000333786015 0.50499999523162853 0.36497056484222418 325.97186279296881 -0.56244599819183339 8.2500000000000018 -0.7097024917602538 353.50000000000006 1.9750000238418581 13.650000095367433 -0.76037701964378346 208.00156402587893 0.53727915883064281 -0.99553376436233509 0.9996192753314973 -0.20107986032962796 -0.99715328216552723 8.1500000953674334
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 10 9 -6 7 18 13 21 12 -12 -2 -9 -15 -16 29 -18 19 -3 -21 24 -23 -24 -4 -26 27 -20 -29 -8
right_child=1 6 4 -5 5 -7 16 8 -10 -11 11 -13 -14 14 15 -17 17 -19 26 20 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=7.047271441889717e-06 0.0027259897006024166 -0.00068410960114505953 9.0937572196122285e-05 -0.0017269673175580467 -8.7621257666291468e-05 0.020884914245430587 0.024173591844737531 0.0064203735408854892 0.0080585191516499774 -0.0087027949475062382 0.018430774751038333 -0.00068439545242914143 -0.008155105407082584 -0.010932374497151407 -0.007772614936088669 0.013807267585070804 -0.0073687476627528675 0.010742292537664374 -0.005953278379969739 0.013785997831591353 -0.0042321886634454136 0.019480842582526664 -0.010190499194720514 -0.0013939159318130008 -0.0070461294338962088 0.0031583617763752988 0.0078316240507940015 0.015864189779385925 -0.0018177722681325089 0.0037557364794714703
leaf_weight=1315721 381 761 1888 3470 36 36 24 29 38 72 46 28 61 263 51 24 50 30 553 68 40 21 113 245 61 1407 44 20 493 29
leaf_count=1315721 381 761 1888 3470 36 36 24 29 38 72 46 28 61 263 51 24 50 30 553 68 40 21 113 245 61 1407 44 20 493 29
internal_value=2.10353e-06 -0.000624421 -0.000177868 -0.00115975 0.000831105 0.0103986 -0.00201979 -0.00240215 -0.00604402 0.000650158 0.00265464 0.011198 0.0012243 -0.00750423 -0.00869895 -0.000867053 0.00483394 -0.000577108 -0.00165685 0.000284871 0.0071126 0.000830456 -0.00286 -0.00417049 0.00124723 0.00273433 -0.00317698 -0.00363137 -0.00112842 0.0130016
internal_weight=1.3261e+06 10382 7865 3986 3879 72 2517 2384 405 3807 516 74 442 367 338 75 133 80 1979 869 108 3735 379 358 3356 1468 1110 1066 513 53
internal_count=1326103 10382 7865 3986 3879 72 2517 2384 405 3807 516 74 442 367 338 75 133 80 1979 869 108 3735 379 358 3356 1468 1110 1066 513 53
is_linear=0
shrinkage=0.05


Tree=281
num_leaves=31
num_cat=0
split_feature=91 127 114 4 126 96 98 97 39 78 90 54 13 90 92 92 89 81 86 90 11 88 127 60 31 70 21 2 0 19
split_gain=1.48278 2.3527 2.62437 2.9683 2.61297 3.12142 2.58532 2.56042 2.44978 2.40652 2.29715 3.4737 2.78864 2.23217 2.16634 2.95982 2.15941 2.08266 3.809 2.05357 2.01456 1.99283 2.14402 2.35659 3.09236 2.27912 2.06772 1.95369 2.2062 2.15399
threshold=0.51753437519073497 0.85260769724845897 -0.73724925518035878 0.75000000000000011 0.98624804615974437 -0.74081692099571217 -0.079968255013227449 -0.56244599819183339 17.650000572204593 23.625000000000004 0.1423088684678078 3.0149999856948857 2.0249999761581425 0.64205551147460949 -0.9956945776939391 -0.97426545619964589 0.93990889191627514 247.24794006347659 0.85520800948143016 0.21087016165256503 8.1500000953674334 -0.7097024917602538 0.9996192753314973 0.17275185883045199 1015.9500122070314 309.93843078613287 5.805000066757203 268.50000000000006 345.50000000000006 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 3 8 16 -6 10 20 14 -9 17 13 -13 -12 -2 -16 -4 18 -3 -17 -8 -19 23 24 26 -24 -23 -5 29 -29
right_child=1 6 4 27 5 -7 7 9 -10 -11 11 12 -14 -15 15 19 -18 21 -20 -21 -22 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=6.6949076313752088e-06 -0.011449909540741439 0.01860430820179837 0.00077292944474083585 -0.00021565874674831553 -6.4181941835319303e-05 0.021522562356778619 0.023559854507446291 -0.0073384243292066295 0.014961518221534791 0.0098611962847468086 -0.010895542263717611 0.013970288775257161 -0.0092030090792104609 -0.0029788323011266989 0.021672714911401273 0.00016155938254827163 -0.0080307838336472794 -0.00010405080520409175 -0.0044051708817179945 0.014049862797061602 0.0044831343716190712 -0.01595094731077552 -0.003301534987986088 -0.0043610754306661198 0.015985371816136382 0.020019730273634198 0.0060312474460300549 -0.0021905559404949335 0.0070444982940459566 -0.0071395190492250377
leaf_weight=1315721 28 35 3673 1632 34 33 25 53 40 33 204 37 20 158 20 236 71 886 37 30 31 20 22 999 34 20 23 1636 58 254
leaf_count=1315721 28 35 3673 1632 34 33 25 53 40 33 204 37 20 158 20 236 71 886 37 30 31 20 22 999 34 20 23 1636 58 254
internal_value=1.99836e-06 -0.0005932 -0.000154006 -0.00105989 0.00078112 0.0105681 -0.00188314 0.00467927 0.00330774 -0.00073857 -0.00225663 -0.00563366 0.00583931 -0.00744018 0.00182319 0.00312265 0.000605979 -0.00157504 0.00677999 0.00172791 0.0129995 -0.00187522 -0.00327885 -0.00371144 0.00471691 0.00780383 -0.00419303 -0.00149178 -0.00256089 -0.00285565
internal_weight=1.3261e+06 10382 7745 3934 3811 67 2637 142 354 86 2495 419 57 362 314 286 3744 2076 72 266 56 2004 1118 1076 77 42 43 3580 1948 1890
internal_count=1326103 10382 7745 3934 3811 67 2637 142 354 86 2495 419 57 362 314 286 3744 2076 72 266 56 2004 1118 1076 77 42 43 3580 1948 1890
is_linear=0
shrinkage=0.05


Tree=282
num_leaves=31
num_cat=0
split_feature=122 95 19 19 32 55 72 116 30 77 42 42 84 86 126 68 63 36 3 85 57 27 76 18 53 79 21 98 83 33
split_gain=1.45506 3.07724 3.66194 4.03072 3.70976 4.23335 3.08392 3.24589 3.00086 2.92946 3.24701 6.01509 4.56641 3.05977 5.67409 3.14751 3.25745 3.09324 2.97917 2.92059 3.10858 2.88865 2.8803 2.85814 3.43255 3.42875 3.29008 3.20809 3.07374 3.08072
threshold=-0.63605400919914235 -0.16788989305496213 10.405000209808351 14.039999961853029 17.250000000000004 6.1949999332427987 0.77943953871727001 0.86159634590148937 1.0000000180025095e-35 6.6749999523162851 12.550000190734865 15.449999809265138 0.80810594558715831 0.82940638065338146 -0.62249094247817982 337.21759033203131 0.28584660589694982 17.050000190734867 256.50000000000006 0.76223492622375499 208.73262023925784 218.50000000000003 45.524999618530281 7.4149999618530282 3.995000004768372 30.445000648498539 6.5650000572204599 -0.7890648841857909 333.48237609863287 9.2500000000000018
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 -4 7 8 -1 -10 13 12 -12 -11 17 23 -17 18 -15 -6 -21 -5 -9 27 25 -25 -27 28 29 -16
right_child=-2 -3 3 21 19 -7 -8 22 9 10 11 -13 -14 14 15 16 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.015473835404430118 -3.830414966492997e-05 1.0943790435539243e-06 -0.00050379231356810267 0.00086387049414984776 -3.9144043119832584e-05 0.0010092613960442009 -0.00011444957762163434 -0.0015463876413451148 0.00036418229220508939 -0.00014219557582988398 0.024113061264069986 -0.0037856296993639517 0.0063271585719678544 0.00076459424549352325 0.010971013574550549 0.028008620830422101 0.0037133067789663736 0.019892871469021481 0.011474040313485256 -0.0046018407099699546 -0.0013248781889214469 -0.00028301798064702684 0.017080180736125581 0.001949028052955008 0.00039844918456952567 0.0051287602403978227 0.021926055100536156 -0.001434710062607845 0.014319477854079979 0.00077189206417972072
leaf_weight=35 834445 376868 19422 16299 1767 6067 12997 1775 19417 4170 40 145 369 134 75 22 37 47 126 1181 1869 8279 21 8595 3798 489 31 1755 43 5785
leaf_count=35 834445 376868 19422 16299 1767 6067 12997 1775 19417 4170 40 145 369 134 75 22 37 47 126 1181 1869 8279 21 8595 3798 489 31 1755 43 5785
internal_value=1.89844e-06 7.01305e-05 0.000296784 1.74031e-06 -0.000384135 -0.000143649 0.000567093 0.000755927 0.000838914 0.000827551 0.00117817 0.00496449 0.00806661 0.00109462 0.00134096 0.00124055 0.0127726 0.00808844 0.00595456 -0.00165666 -0.00259376 0.000477546 -0.00132859 0.00120747 0.00166134 0.00218756 0.00613014 0.000442158 0.00100016 0.000902427
internal_weight=1.3261e+06 491658 114790 54884 30306 25489 59906 46909 45113 45078 25661 554 409 25107 20937 20630 59 307 260 4817 3050 24578 1796 20571 12913 9115 520 7658 5903 5860
internal_count=1326103 491658 114790 54884 30306 25489 59906 46909 45113 45078 25661 554 409 25107 20937 20630 59 307 260 4817 3050 24578 1796 20571 12913 9115 520 7658 5903 5860
is_linear=0
shrinkage=0.05


Tree=283
num_leaves=31
num_cat=0
split_feature=60 72 88 122 12 14 23 124 34 59 30 80 52 76 5 36 122 64 99 86 38 31 33 32 74 15 35 101 12 130
split_gain=1.45445 4.90671 4.54979 4.05016 3.44599 4.68743 5.23994 4.4129 4.25736 3.82609 4.22299 3.3966 3.38669 3.29096 4.23001 5.7049 4.1295 4.21972 4.06409 3.81208 3.67038 3.49768 4.593 3.40036 3.39481 4.23769 3.50455 3.50317 3.38226 3.35818
threshold=0.48400303721427923 0.60602110624313366 0.066388599574565901 0.93663650751113903 2.8750000000000004 2.304999947547913 5.4049999713897714 0.59480014443397533 13.449999809265138 303.33474731445318 1009.0499877929689 346.37513732910162 0.034999999217689044 4.1749999523162851 5.5499999523162851 10.449999809265138 -0.59480014443397511 0.59499999880790722 1.0000000180025095e-35 0.88038340210914623 20.349999427795414 1025.6499633789065 9.3499999046325701 12.150000095367433 0.39744356274604803 0.66500002145767223 17.650000572204593 0.49673853814601904 1.4450000524520876 71.500000000000014
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 13 12 4 5 -3 11 -8 -6 10 -9 -7 -2 29 15 21 17 24 20 -16 -18 -15 -23 -21 25 -17 -26 -27 -22 -1
right_child=2 3 -4 -5 8 6 7 9 -10 -11 -12 -13 -14 14 19 16 18 -19 -20 23 28 22 -24 -25 26 27 -28 -29 -30 -31
leaf_value=-1.3691854855628203e-05 0.0035203533716679607 -0.00030382187902726327 0.0015735947556921488 -0.0017265865981077747 -0.00051725155441816485 -0.0028076153077977082 -0.00030817255258029988 0.0057029964602811059 -0.0025453548661795479 -0.00034896873311015457 0.0011988466164006397 0.015778410069644453 5.8837964831706119e-05 -0.0016013702134415515 -0.0002038132450324656 -0.008023758343559631 0.00019616717283785353 0.0012338522684038295 0.0045463274927448633 -0.00067872901149704289 0.0020118750541293054 -0.0055919111063606891 -0.032167542787889643 0.0011463067221501222 0.0030658311691205693 0.0086839409359361162 -0.0065055943521406135 -0.0033567764970070836 0.010737364849616848 -0.0067511126860296602
leaf_weight=699180 708 116757 5072 4679 12487 1469 10051 540 3264 4185 14335 25 361271 1506 42288 47 19379 11250 584 3298 445 72 21 11287 780 614 109 67 148 185
leaf_count=699180 708 116757 5072 4679 12487 1469 10051 540 3264 4185 14335 25 361271 1506 42288 47 19379 11250 584 3298 445 72 21 11287 780 614 109 67 148 185
internal_value=1.80352e-06 -3.05911e-05 8.64461e-05 -0.000276185 -0.00023458 -0.000159444 0.00039135 0.000539563 -0.000937525 0.000986603 0.00136236 -0.0024966 6.56084e-05 2.14888e-05 0.000302794 0.000735086 0.000874667 0.00157713 0.000434958 3.65914e-05 0.000314738 -0.00218249 -0.0115929 0.000733625 0.00396547 0.00649714 0.00189228 0.00749932 0.00418957 -1.54741e-05
internal_weight=1.3261e+06 959052 367051 167792 163113 147362 30605 29111 15751 19060 14875 1494 361979 791260 91895 35022 33423 12867 20556 56873 19972 1599 93 14585 1617 728 889 681 593 699365
internal_count=1326103 959052 367051 167792 163113 147362 30605 29111 15751 19060 14875 1494 361979 791260 91895 35022 33423 12867 20556 56873 19972 1599 93 14585 1617 728 889 681 593 699365
is_linear=0
shrinkage=0.05


Tree=284
num_leaves=31
num_cat=0
split_feature=91 127 76 114 4 29 126 23 113 79 85 106 62 73 34 124 107 33 56 21 55 32 39 102 121 39 32 10 34 80
split_gain=1.37747 2.11138 2.35832 2.80313 3.12438 2.84712 2.31113 2.53419 2.39899 2.96912 2.72157 3.16124 5.46387 5.59134 3.69948 2.82054 2.7757 3.55979 3.29307 2.65658 2.60583 2.60306 3.37432 2.56714 2.91254 2.50263 2.55697 2.70272 2.44792 3.36503
threshold=0.51753437519073497 0.84335932135581981 33.405000686645515 -0.74892720580101002 0.75000000000000011 1010.7500000000001 0.98624804615974437 6.5050001144409189 -0.86159634590148915 1.4049999713897707 0.82514941692352306 -0.42240567505359644 0.19054993242025378 0.63121524453163158 14.650000095367433 -0.96359375119209278 -0.78954407572746266 13.949999809265138 135.45115661621097 5.3650000095367441 2.5149999856948857 15.84999990463257 17.750000000000004 -0.74216195940971363 -0.9366365075111388 13.250000000000002 14.949999809265138 9.4499998092651385 13.949999809265138 177.15098571777347
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 -2 8 -8 23 21 28 12 13 19 15 -14 18 -18 -17 -12 -13 -10 -23 24 -5 -19 27 -27 -11 -30
right_child=1 -3 -4 6 -6 -7 7 -9 9 10 11 20 14 -15 -16 16 17 25 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=6.2400278034561702e-06 0.018443499157826108 -0.0017589372319128833 -0.0037539803745617393 0.020658286817541179 -0.0013697022065474512 0.0022760006845770875 0.01979440962895751 -0.00072350254523809317 0.00080447600716177154 -0.0036133622783389198 0.017897733855061233 -0.007034191115848157 0.019146831359328896 0.030937212511130116 -0.0012831992972993191 -0.0097641064192761085 0.00060639400565583681 0.024439744899670282 0.010675341909056502 -0.0063409255101130567 0.0064367770154197569 0.032975391168147329 0.0082061934665861452 -0.0049878194125805063 -0.00098320457662613887 0.0028615918629703689 -0.010655587140936404 0.016062221567159269 0.015036388232213697 0.00014418127651039797
leaf_weight=1315721 30 2753 427 22 3301 295 34 27 51 487 20 152 29 34 529 22 744 21 189 26 47 20 44 297 53 94 20 66 41 507
leaf_count=1315721 30 2753 427 22 3301 295 34 27 51 487 20 152 29 34 529 22 744 21 189 26 47 20 44 297 53 94 20 66 41 507
internal_value=1.71334e-06 -0.000571958 -0.000143625 7.04298e-05 -0.000909173 0.00376839 0.00106373 0.0107127 0.000896279 0.00134567 0.00104618 0.00212641 0.00278964 0.0155619 0.0021935 0.00374554 0.00335917 0.00220146 0.00854421 0.00419762 -0.00385261 0.00923138 0.0159466 -0.00290056 0.00536497 0.00810557 0.00619991 0.00830685 -0.00103393 0.00125838
internal_weight=1.3261e+06 10382 7629 7202 3626 325 3576 61 3515 3143 3028 1993 1794 80 1714 1185 1156 945 211 46 199 115 64 372 75 201 180 160 1035 548
internal_count=1326103 10382 7629 7202 3626 325 3576 61 3515 3143 3028 1993 1794 80 1714 1185 1156 945 211 46 199 115 64 372 75 201 180 160 1035 548
is_linear=0
shrinkage=0.05


Tree=285
num_leaves=31
num_cat=2
split_feature=39 71 22 71 38 78 109 52 12 36 67 89 30 56 14 84 31 32 124 136 93 12 23 67 136 52 125 79 23 74
split_gain=1.12701 2.59811 2.39997 4.40822 3.40365 2.59589 1.8358 1.91647 2.25507 1.8605 1.54967 2.41732 2.27349 1.49813 1.24399 1.14869 1.09469 1.08812 1.10962 1.08099 2.16861 4.1752 3.28039 3.24109 2.76858 4.29102 3.2874 2.73767 2.83585 3.51304
threshold=22.94999980926514 261.47248840332037 5.1349999904632577 188.02558898925784 23.050000190734867 4.6749999523162851 -0.19661244750022885 3.4150000810623173 1.4450000524520876 22.94999980926514 1.075000047683716 -0.11119280755519866 1009.1499938964845 215.62029266357425 1.0549999475479128 0.81241038441658031 1009.8500061035157 21.050000190734867 -0.41467745602130884 0 -0.95789673924446095 1.3149999976158144 5.2750000953674325 12.484999656677248 1 5.4149999618530282 -0.76037701964378346 7.7650001049041757 5.9849998950958261 0.60529991984367382
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 1 2 2 2 2 2
left_child=19 2 3 15 5 -5 17 10 9 16 -8 12 -12 14 -11 -2 -9 18 -4 20 21 24 -23 -24 -1 27 -27 -26 -29 -30
right_child=1 -3 6 4 -6 -7 7 8 -10 13 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 25 26 -28 28 29 -31
leaf_value=0.00027325950272041091 0.0022302706135197544 0.017924360847488666 0.020544612183002756 0.011618266682225195 0.0027899660286493603 0.035396233612361057 -0.00041957672398331011 0.0089123936183750623 0.0058243874670006338 -0.006989301486021799 0.026053423881530764 -0.0074213069287084408 0.005406872213352472 -0.0038644743415016608 -0.021517543651436162 -0.011790281197144873 -0.0050541335064174728 0.002684468899055251 0.0038891529291868211 1.6053384573453859e-05 -8.8332585129126975e-05 -0.004569469876702043 0.00082032825448068907 -0.0030719077302093192 -0.0073234549243635485 -0.018536826287922654 0.00090879217219388693 -0.0065301244188209666 0.025023079426451163 -0.0026382941054180265
leaf_weight=454 48 24 20 22 32 24 391 20 40 23 20 21 40 39 41 21 47 119 20 1181259 136546 396 3363 636 771 23 395 51 22 24
leaf_count=454 48 24 20 22 32 24 391 20 40 23 20 21 40 39 41 21 47 119 20 1181259 136546 396 3363 636 771 23 395 51 22 24
internal_value=1.62587e-06 0.00166956 0.0012747 0.00716903 0.0153127 0.0240242 0.000244423 -0.00088353 -0.00485718 -0.00737049 0.00088441 0.00717896 0.0122891 -0.0115892 -0.0162965 -0.00203685 -0.000885021 0.00508256 0.0122169 3.50931e-07 -0.000129642 -0.00104927 -0.000228551 0.000201308 -0.00312231 -0.00428982 -0.000161182 -0.00632746 0.0015892 0.0105911
internal_weight=1.32495e+06 1012 988 147 78 46 841 682 210 170 472 81 60 103 64 69 67 159 40 1.32394e+06 142681 6135 4395 3999 1740 1286 418 868 97 46
internal_count=1324952 1012 988 147 78 46 841 682 210 170 472 81 60 103 64 69 67 159 40 1323940 142681 6135 4395 3999 1740 1286 418 868 97 46
cat_boundaries=0 1 2
cat_threshold=5120 4096
is_linear=0
shrinkage=0.05


Tree=286
num_leaves=31
num_cat=0
split_feature=16 100 61 64 112 77 88 93 39 39 89 0 22 52 98 121 78 72 30 66 89 8 72 34 74 12 119 40 33 65
split_gain=1.09313 2.6825 3.16369 2.89759 1.76303 2.10971 1.69655 1.514 1.42275 1.40712 2.95504 3.67162 2.46279 1.90076 3.31654 2.25153 1.91303 1.55979 1.5008 1.48469 1.44804 1.42862 1.39452 1.33004 1.30969 1.23956 1.26328 1.21829 1.93913 2.91526
threshold=18.219999313354496 0.17070483416318896 0.36725382506847387 0.63499999046325695 -0.44618082046508784 1.3049999475479128 -0.81452435255050648 -0.96397355198860157 17.849999427795414 22.94999980926514 -0.70292478799819935 295.50000000000006 5.5650000572204599 6.6649999618530282 -0.7890648841857909 -0.96359375119209278 2.8249999284744267 0.59397736191749584 1009.4500122070314 2.7949999570846562 0.43079625070095068 3.7500000000000004 0.56779533624649059 16.750000000000004 0.35803624987602239 1.6749999523162844 -0.93038213253021229 15.949999809265138 16.94999980926514 1.9049999713897707
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 4 24 6 23 -2 8 -7 -1 11 17 -13 14 15 -12 -17 18 -11 20 -16 -20 -15 -6 -4 26 -9 28 -5 -30
right_child=1 -3 3 27 5 7 -8 25 -10 10 13 12 -14 22 19 16 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=6.1111854305067196e-06 -0.0029934026080311225 -6.3133924583036197e-05 0.016647220299077722 -0.00077833184770615142 -0.0027750429719509114 0.0028559762319283828 -0.0076162272976859381 0.0068156326112026981 0.019058768358081582 0.010963078981022473 -0.0042149350279942158 0.033138383859768514 0.010165792349393347 -0.0017376808083749244 -0.00018345647918753365 0.0079605280468240374 0.025185401558324147 0.015272152479294511 0.0024583952320325706 0.0067225936944228853 -0.012474827178753914 -0.012922650978613932 -0.019024255722761157 -0.016697226374827581 0.0041359649000637161 0.0091167031729128215 -0.0038955117745538164 0.006729518819381209 -0.012890910218647196 0.00013152160873604852
leaf_weight=1301381 471 17878 26 3196 42 42 343 33 20 23 20 20 28 28 577 40 27 21 36 76 25 26 20 29 107 28 166 51 84 88
leaf_count=1301381 471 17878 26 3196 42 42 343 33 20 23 20 20 28 28 577 40 27 21 36 76 25 26 20 29 107 28 166 51 84 88
internal_value=1.54469e-06 -0.000343183 -0.00140258 -0.000658848 -0.00365279 -0.000739212 -0.00494135 0.00115798 0.00808268 7.5279e-06 0.00191414 0.00826486 0.0197377 0.000711169 0.00131676 0.0105072 0.0149019 0.00306962 5.4872e-05 0.000137451 -0.000693895 -0.00399172 -0.00894042 -0.00846157 0.00658177 -0.000733354 -0.00211929 -0.000940511 -0.00105665 -0.00622827
internal_weight=1.32495e+06 22604 4726 3552 1174 360 814 289 62 1.30235e+06 967 154 48 813 765 87 67 106 85 678 602 62 48 71 133 227 199 3419 3368 172
internal_count=1324952 22604 4726 3552 1174 360 814 289 62 1302348 967 154 48 813 765 87 67 106 85 678 602 62 48 71 133 227 199 3419 3368 172
is_linear=0
shrinkage=0.05


Tree=287
num_leaves=31
num_cat=0
split_feature=73 65 67 67 58 12 97 99 16 62 58 116 89 64 101 30 22 28 34 122 39 12 109 78 30 31 13 93 124 31
split_gain=1.09024 2.47253 3.49474 2.9785 3.73837 3.48168 3.82 3.35961 3.34624 3.17257 2.78333 2.723 2.71506 2.95842 2.77477 2.64538 3.44286 3.76463 4.74924 6.92624 3.58821 3.41793 4.08805 4.81703 3.29101 2.99431 3.54549 3.13507 3.78066 5.1383
threshold=0.8363405466079713 5.7750000953674325 6.1649999618530282 10.404999732971193 235.46360778808597 2.554999947547913 1.0000000180025095e-35 -0.87304136157035817 14.039999961853029 0.25352181494235998 210.00547027587893 -0.43049471080303187 -0.83395591378211964 4.7850000858306894 0.97420278191566478 1014.6499938964845 9.3450002670288104 1011.3500061035157 16.849999427795414 0.11319890245795251 12.750000000000002 1.2050000429153445 -0.82667255401611317 1.4550000429153445 1011.0499877929689 1012.6499938964845 1.2549999952316286 -0.58536955714225758 -0.026175950653851029 1009.1499938964845
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 2 -1 5 7 6 8 -5 15 -6 -8 -10 14 -14 -4 16 17 18 20 -20 -3 22 23 -17 -21 27 -27 28 29 -19
right_child=-2 3 12 4 9 -7 10 -9 11 -11 -12 -13 13 -15 -16 21 -18 25 19 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=3.7653023533588545e-06 -0.00011666637452482594 0.001547877358500642 3.2486416854789701e-05 -0.0013121881170283913 0.0021165167663454759 -0.00028123742002060325 -0.005458534058308929 -9.6404585166835703e-05 0.00098904984918319803 0.00010774124054257322 0.0042246779251015843 -0.00066619265847261261 -0.001281115555751439 -0.0002115094095612895 0.018219750707170794 0.031690427735447883 0.0046415852854994159 0.028301742404269487 0.002217064211006562 0.024402941971285536 -0.00094534221433683729 0.00029523595654706809 0.0017843630309293498 0.0035748312715440989 0.0031510530634679731 -0.0026890990573488049 0.0011908617163118901 0.0013227718058911552 0.0023368662425574819 0.0057236316408525098
leaf_weight=887279 170214 1988 15514 8911 2001 15710 423 15682 3493 111001 90 8607 13762 12192 21 25 675 26 703 56 5265 32315 2951 39 27 627 9662 3146 1729 818
leaf_count=887279 170214 1988 15514 8911 2001 15710 423 15682 3493 111001 90 8607 13762 12192 21 25 675 26 703 56 5265 32315 2951 39 27 627 9662 3146 1729 818
internal_value=1.46745e-06 1.8881e-05 -1.72077e-05 0.00016721 2.17291e-05 0.000393717 0.00053964 -0.00053693 0.000570208 0.000143312 -0.00375972 -0.000188361 -0.000465734 -0.000778664 5.70717e-05 0.000723054 0.00111977 0.00102091 0.000138101 0.00382982 -0.000261967 0.000445454 0.0020555 0.0145575 0.0174897 0.00146425 0.000954421 0.00238148 0.00367595 0.00641917
internal_weight=1.32495e+06 1.15474e+06 928768 225970 137595 88375 72665 24593 72152 113002 513 12100 41489 25954 15535 60052 24722 24047 8039 786 7253 35330 3015 64 83 16008 10289 5719 2573 844
internal_count=1324952 1154738 928768 225970 137595 88375 72665 24593 72152 113002 513 12100 41489 25954 15535 60052 24722 24047 8039 786 7253 35330 3015 64 83 16008 10289 5719 2573 844
is_linear=0
shrinkage=0.05


Tree=288
num_leaves=31
num_cat=0
split_feature=113 103 72 30 26 38 21 102 106 15 89 61 37 80 30 68 61 37 64 124 84 123 83 34 78 107 79 14 32 31
split_gain=1.05039 3.12415 2.85811 3.45322 3.10765 3.33483 2.4971 2.31305 2.4993 2.41994 2.34259 2.51409 2.6665 2.35342 2.60206 2.14821 2.09256 2.09175 2.19167 2.16404 2.80555 2.73967 2.26923 2.19229 2.0875 2.68558 2.0771 2.07666 2.06146 1.97798
threshold=0.095842104405164733 -0.25420244038105005 0.57779052853584301 1021.3500061035157 203.50000000000003 11.449999809265138 7.1649999618530282 -0.25706417858600611 -0.74216222763061512 0.6850000023841859 -0.91902580857276905 0.28014895319938665 18.250000000000004 243.83065032958987 1011.3500061035157 301.72726440429693 0.37132018804550176 14.650000095367433 0.54500001668930065 0.18222858756780627 0.77806890010833751 0.35019405186176306 261.70916748046881 17.250000000000004 4.0150001049041757 -0.85778436064720143 28.045000076293949 0.83499997854232799 14.449999809265138 1013.9500122070314
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=-1 2 3 4 5 -2 7 8 10 -9 11 -7 -13 14 -12 -3 26 -6 19 21 22 23 -21 -19 -18 -26 -4 -15 -10 -30
right_child=1 15 16 -5 17 6 -8 9 28 -11 13 12 -14 27 -16 -17 24 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-5.8376589523399238e-06 0.016275413491277268 -8.0710195035358162e-05 0.0045239407787491907 -0.006670430380099711 0.0033657353684789122 -0.00019133308031145605 0.0052389655680589739 -0.0065397729604121518 0.0017966545767571383 0.0076115848009657792 0.020275017850552548 0.03026926895684522 0.0061928517630566726 -0.0012086561913877258 0.0043472835598715948 0.0021091662281057105 -0.0028537312488396433 0.0086948248455442044 -0.0010801617213407643 0.016695897838508247 0.019032152399251406 -0.012465390458922178 -0.0035457096041904557 -0.010201668823137881 0.0050640898860590767 -0.0012308872472680281 -0.0041026060177748814 0.0026981892129635449 -3.213038893233313e-05 -0.0086713135576453708
leaf_weight=1290889 46 25190 337 119 484 31 754 34 222 271 33 23 23 533 115 1172 891 66 1454 20 44 34 45 20 242 565 88 940 122 145
leaf_count=1290889 46 25190 337 119 484 31 754 34 222 271 33 23 23 533 115 1172 891 66 1454 20 44 34 45 20 242 565 88 940 122 145
internal_value=1.39408e-06 0.000275456 0.00116141 0.00175566 0.00193934 0.00290724 0.00271779 0.00195497 0.0013861 0.00603406 0.00229317 0.0108143 0.0182311 0.0018884 0.00789874 1.66472e-05 -0.000399942 0.000468961 -0.000364098 0.00418243 0.00928235 -0.000449985 0.00268248 0.00430029 -0.00118529 0.000656826 0.00273774 0.00128451 -0.00176361 -0.00472382
internal_weight=1.32495e+06 34063 7701 5578 5459 3292 3246 2492 2187 305 1698 77 46 1621 148 26362 2123 2167 1683 229 109 120 65 86 1698 807 425 1473 489 267
internal_count=1324952 34063 7701 5578 5459 3292 3246 2492 2187 305 1698 77 46 1621 148 26362 2123 2167 1683 229 109 120 65 86 1698 807 425 1473 489 267
is_linear=0
shrinkage=0.05


Tree=289
num_leaves=31
num_cat=1
split_feature=18 26 79 32 18 56 103 63 52 31 26 72 94 136 12 109 16 57 132 52 132 52 26 76 7 38 28 32 84 103
split_gain=1.05508 3.09878 5.2826 3.89856 2.89332 7.5205 7.45611 7.11462 5.76858 6.07574 6.24777 4.12283 5.21893 3.99672 5.47489 4.62813 4.59464 4.92352 3.94599 3.92831 3.77989 3.75022 4.58003 4.71258 3.89923 6.19923 4.46676 3.932 4.3413 5.63573
threshold=13.344999790191652 181.50000000000003 1.6150000095367434 11.949999809265138 11.775000095367433 211.96803283691409 -0.18106228113174436 0.77509519457817089 13.135000228881838 1020.6499938964845 240.50000000000003 0.68873608112335216 -0.10583221167325972 0 1.6150000095367434 -0.75083780288696278 13.344999790191652 265.41741943359381 1018.6499938964845 3.4150000810623173 1012.7500000000001 0.064999999478459372 245.50000000000003 7.3949999809265146 1.0000000180025095e-35 20.050000190734867 1012.9500122070314 17.750000000000004 0.89632135629653942 0.006870012730360032
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=4 2 -2 -4 11 6 -6 8 9 10 -7 12 21 15 16 -12 17 -15 20 -14 -8 22 -1 -24 25 26 -23 -27 29 -29
right_child=1 -3 3 -5 5 7 18 -9 -10 -11 13 -13 19 14 -16 -17 -18 -19 -20 -21 -22 24 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0040368063127668823 -8.132670114344273e-05 -0.00010512141504872778 -0.0014397079544837333 0.0015402347030299168 -0.0019817068418033846 -0.00042823970785254981 6.6318301925963002e-06 -0.00013677812367375285 0.00017134247246006426 6.5866444596207746e-05 0.0074165940289830871 -0.00020473086096429251 6.7958305036015031e-06 0.0046042340570417199 0.0012956033880431384 0.00052068449817510739 0.00033249420444371583 0.0022478992507256571 0.015900858836726119 -0.00089670657870883741 -0.0068226718164870305 -0.0013343527413012478 0.0012432736800284411 0.0049573786288126913 0.00022403109582406783 -0.0033610306796617809 0.0019984384843673448 0.0052739591975252895 -0.0072762511035596783 0.025108047812217732
leaf_weight=337 20737 380452 1222 10778 4971 3968 106209 29929 24791 10490 251 207194 378998 3972 12032 7943 1539 5017 39 12425 203 1303 4362 1062 90115 44 4401 63 22 83
leaf_count=337 20737 380452 1222 10778 4971 3968 106209 29929 24791 10490 251 207194 378998 3972 12032 7943 1539 5017 39 12425 203 1303 4362 1062 90115 44 4401 63 22 83
internal_value=1.32438e-06 -6.49553e-05 0.000401834 0.00123678 3.13607e-05 0.000193503 -8.89553e-05 0.000508439 0.000784294 0.00112039 0.00143898 -1.75672e-05 6.10582e-05 0.0016799 0.00202331 0.000731029 0.0028569 0.0032891 -5.6842e-07 -2.18842e-05 -6.39629e-06 0.000379998 0.00161908 0.00197048 0.000305665 0.00154914 0.00123711 0.00994464 0.0134295 0.0165495
internal_weight=1.32495e+06 413189 32737 12000 911763 211354 111422 99932 70003 45212 34722 700409 493215 30754 22560 8194 10528 8989 106451 391423 106412 101792 5761 5424 96031 5916 5704 212 168 146
internal_count=1324952 413189 32737 12000 911763 211354 111422 99932 70003 45212 34722 700409 493215 30754 22560 8194 10528 8989 106451 391423 106412 101792 5761 5424 96031 5916 5704 212 168 146
cat_boundaries=0 1
cat_threshold=5156
is_linear=0
shrinkage=0.05


Tree=290
num_leaves=31
num_cat=0
split_feature=84 58 81 52 60 98 6 37 114 67 89 72 32 54 59 117 120 28 68 124 57 57 15 65 25 28 111 113 125 98
split_gain=1.44211 1.78303 2.07947 1.91513 1.84715 2.10949 2.81019 2.66447 1.9528 1.66562 1.78494 1.59856 1.58265 1.34575 3.05897 2.98307 2.76468 3.5525 2.04478 3.07098 2.04585 1.89458 1.6216 1.3387 2.20495 2.14672 2.57142 2.22601 2.02093 2.41919
threshold=0.92270979285240184 299.71630859375006 275.94314575195318 0.14500000327825549 0.33429126441478735 -0.70454671978950489 11.949999809265138 12.250000000000002 -0.99992385506629933 1.8849999904632571 -0.88604527711868275 0.82371157407760631 14.449999809265138 0.13499999791383746 273.22195434570318 -0.095842104405164705 -0.96811076998710621 1014.8500061035157 277.89253234863287 -0.14780378341674802 285.99430847167974 260.70123291015631 1.575000047683716 1.1250000000000002 280.50000000000006 1010.5499877929689 0.12952943891286853 -0.99687939882278431 0.11319890245795251 -0.98888096213340748
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 8 7 -7 -2 -9 -11 -5 -12 14 18 -16 17 -17 20 21 22 -20 -6 24 25 -10 27 -27 29 -26
right_child=1 2 -4 11 13 6 -8 9 23 10 12 -13 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-1.8056689631824446e-06 0.011689789415824981 0.019350032874479377 0.00068454730931080123 0.010163837556090009 -0.004476216727232982 -0.0053679358699714377 0.018323995863623998 -0.0046570183645034662 -0.011173388492190154 -0.0023737192882791812 0.0063449891955436521 -0.0063190153838756195 0.023199204556070843 -0.00080417348529731507 0.02183720006474427 0.0012749518231777032 0.00081329203025368906 0.030719465399160983 0.024353185491170735 0.00030824527531972553 0.01233223443004218 0.003981583168552745 0.006294762581968919 -0.0049487262181177397 -0.0020556334228742693 0.0088713744508793525 -0.013878851056550491 -0.0032104712668712242 -0.0014039956186323952 0.019528616981252151
leaf_weight=1317416 21 29 664 38 336 114 23 29 74 23 30 24 26 5383 28 21 135 20 25 152 22 21 39 743 21 62 33 99 73 34
leaf_count=1317416 21 29 664 38 336 114 23 29 74 23 30 24 26 5383 28 21 135 20 25 152 22 21 39 743 21 62 33 99 73 34
internal_value=-5.95531e-06 -0.000661289 0.00165597 0.00874418 -0.000891886 -0.00252837 0.00168729 -3.63278e-05 -0.00341875 0.00559148 0.00935359 0.00378338 0.0141702 -0.000519957 0.00139486 0.00667843 0.00426681 0.0156381 -0.000416652 0.00373382 -0.00248666 0.0150531 -0.00335603 -0.00369731 -0.00134932 -0.00392778 -0.00116399 0.00144216 0.00404932 0.0112874
internal_weight=1.32576e+06 8342 755 91 7587 1405 245 222 1160 108 79 62 56 6182 799 204 176 41 595 198 397 46 375 1139 396 268 194 161 128 55
internal_count=1325758 8342 755 91 7587 1405 245 222 1160 108 79 62 56 6182 799 204 176 41 595 198 397 46 375 1139 396 268 194 161 128 55
is_linear=0
shrinkage=0.05


Tree=291
num_leaves=31
num_cat=2
split_feature=92 136 13 77 127 57 55 20 19 60 17 9 52 73 92 86 52 115 34 108 136 68 98 82 89 37 66 13 4 28
split_gain=1.32398 6.07385 4.56536 4.66801 4.5645 4.26933 4.0352 4.13637 5.8329 4.74143 4.46579 4.25369 3.83662 4.65505 3.80224 3.76731 4.3419 3.82132 4.62606 3.71939 6.28921 4.01439 3.65816 3.5494 5.02665 3.48748 3.73763 3.42695 3.3273 3.29344
threshold=-0.71703550219535817 0 1.5149999856948855 26.005000114440922 0.87032255530357372 174.03913116455081 17.664999961853031 7.3949999809265146 9.5450000762939471 0.35291427373886114 17.029999732971195 1.7500000000000002 0.22500000149011615 0.76813873648643505 -0.18975391983985898 0.84805449843406688 1.3049999475479128 -0.9099266231060027 10.650000095367433 0.10640595853328706 1 290.98535156250006 -0.73711556196212757 301.89602661132818 -0.40197010338306421 15.750000000000002 14.675000190734865 0.80500000715255748 8.7500000000000018 1015.3500061035157
decision_type=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 2 2 2
left_child=1 2 12 15 6 -5 7 8 11 29 -10 -3 -1 23 -2 22 -17 -18 -19 20 21 -11 -4 24 -14 -20 28 -26 -27 -9
right_child=14 4 3 5 -6 -7 -8 9 10 19 -12 -13 13 -15 -16 16 17 18 25 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0010458164339322083 0.00028425244189349811 0.0018734245113680818 -0.0015075493108096195 -0.0066839554029204983 -0.00071465411991213546 -0.0012182244834415313 -0.0025192759792941888 -0.0026313596172687082 -0.00047342965598526652 -0.0049700836933344993 0.001730477905915815 0.00027732812190964625 -0.0006629983795254699 -0.0041457881814219956 -1.6761083036359534e-05 -0.0022966525503363756 -0.0037196082824744528 -0.0088382689502958037 0.0022968105486963182 0.001496896073941688 0.00080053910390361224 0.006444572741713595 0.00062259599461152117 -0.00061928257939343348 -0.0084610010165641538 0.0014819670017607416 -0.0043487764336384077 -0.0029039737378030754 -0.0033730311667476837 0.00073511302710373388
leaf_weight=1791 116735 4664 4956 427 17618 2188 1398 1561 43748 821 2426 39760 3288 1404 1035439 1024 388 110 5212 14156 3466 85 3397 11404 304 2655 392 3175 407 1359
leaf_count=1791 116735 4664 4956 427 17618 2188 1398 1561 43748 821 2426 39760 3288 1404 1035439 1024 388 110 5212 14156 3466 85 3397 11404 304 2655 392 3175 407 1359
internal_value=-5.65754e-06 -0.000134388 -0.000653561 -0.000133065 3.41002e-05 -0.00211072 0.000150386 0.000183695 3.58811e-05 0.000808073 -0.000357635 0.0004449 -0.00116925 -0.00137191 1.37368e-05 0.000145861 0.000791212 0.00113625 0.00135094 0.0011032 -0.000171541 -0.0038566 -0.000641261 -0.00115759 -0.00206476 0.00148027 0.000248141 -0.00338955 0.000836642 -0.00106457
internal_weight=1.32576e+06 173584 42522 21156 131062 2615 113444 112046 90598 21448 46174 44424 21366 19575 1.15217e+06 18541 10188 9164 8776 18528 4372 906 8353 18171 6767 8666 3454 3479 3062 2920
internal_count=1325758 173584 42522 21156 131062 2615 113444 112046 90598 21448 46174 44424 21366 19575 1152174 18541 10188 9164 8776 18528 4372 906 8353 18171 6767 8666 3454 3479 3062 2920
cat_boundaries=0 1 2
cat_threshold=3344 642
is_linear=0
shrinkage=0.05


Tree=292
num_leaves=31
num_cat=0
split_feature=84 103 1 3 59 54 58 30 35 39 52 3 98 75 59 2 124 57 99 67 59 73 5 113 108 74 27 73 124 101
split_gain=1.30621 1.74926 1.8594 1.74877 1.71676 2.62115 2.89404 2.7557 2.82937 4.31487 2.30129 2.49632 2.23574 2.3417 2.10446 1.96501 2.8087 1.77195 1.54006 4.32336 1.91033 1.47442 1.74925 1.46344 1.40354 1.34516 2.99819 1.88649 1.38658 1.57929
threshold=0.92270979285240184 -0.20316822081804273 10.500000000000002 79.500000000000014 196.88883972167972 0.13499999791383746 256.40974426269537 1015.5499877929689 14.449999809265138 15.650000095367433 2.2849999666213994 82.500000000000014 -0.99965664744377125 0.91355261206626903 270.51969909667974 257.50000000000006 -0.07845610752701758 287.31959533691412 -0.97389906644821156 1.5149999856948855 246.16251373291018 0.68589580059051525 6.6499998569488534 -0.64942333102226246 0.21846109628677371 0.58375072479248058 272.50000000000006 0.74970275163650524 -0.50751903653144825 -0.15996270626783368
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 18 23 10 6 12 8 -8 -10 11 -4 -6 25 -9 -11 -17 -13 21 20 -20 -3 -23 -2 -16 26 -14 -27 -29 -30
right_child=1 2 4 -5 5 -7 7 14 9 15 -12 17 13 -15 24 16 -18 -19 19 -21 -22 22 -24 -25 -26 27 -28 28 29 -31
leaf_value=-1.4250858670235062e-06 -0.0054460022166105257 -0.0097128598217634463 0.0080386600994433351 -0.0017935032251166381 0.012279671862382782 -0.0007321439831955111 -0.001746252196784498 0.0044425358545155296 0.027292896032333376 -0.0021866173418075368 0.0013649558376000854 -0.006026021532854654 0.016511204228575889 0.015041786228262244 0.030358148264614023 0.022156560174854741 -0.00044523445561666178 0.00213384040337252 0.0088724073946415891 0.0018705451096963422 0.028137428635223345 -0.0020176163995832513 0.01423691223259084 -0.019221850500131647 0.012286597543529102 -0.0097343284094317285 -0.0027769537021330591 -0.0081659077244968913 0.014305346896871924 -0.000701860053395905
leaf_weight=1317416 98 47 39 941 33 4845 132 31 25 57 257 534 29 21 22 28 27 76 31 514 22 96 20 24 21 91 66 53 20 142
leaf_count=1317416 98 47 39 941 33 4845 132 31 25 57 257 534 29 21 22 28 27 76 31 514 22 96 20 24 21 91 66 53 20 142
internal_value=-5.37436e-06 -0.000629066 -0.000352377 -0.00252372 -0.000619182 -0.000294808 0.00236045 0.00582845 0.00347785 0.0085113 -0.00263954 -0.00422529 -0.000253893 -0.00123401 0.0143732 0.00431897 0.0110611 -0.00500938 0.00204119 0.00327254 0.0168692 -0.00224207 0.000784889 -0.00815601 0.0215325 -0.00208635 0.00311101 -0.00369992 -0.00114582 0.00115088
internal_weight=1.32576e+06 8342 7279 1063 6549 5643 798 343 269 137 906 649 455 422 74 112 55 610 730 567 53 163 116 122 43 401 95 306 215 162
internal_count=1325758 8342 7279 1063 6549 5643 798 343 269 137 906 649 455 422 74 112 55 610 730 567 53 163 116 122 43 401 95 306 215 162
is_linear=0
shrinkage=0.05


Tree=293
num_leaves=31
num_cat=1
split_feature=136 80 67 64 94 35 106 83 33 89 10 52 62 31 21 116 38 30 123 21 54 38 78 80 73 61 15 53 33 61
split_gain=1.28823 4.46097 2.86559 3.62018 3.2471 4.46424 6.88127 3.67253 3.44515 3.51576 3.39569 3.28987 4.98258 3.75066 3.51608 3.22047 3.15457 2.97476 4.17139 2.94071 3.43228 2.92452 3.86524 4.26038 3.10192 4.04015 2.79683 5.08293 3.75164 3.11391
threshold=0 316.27188110351568 4.2249999046325692 3.7250000238418584 -1.0000000180025095e-35 8.9499998092651385 -0.94948992133140553 277.49208068847662 12.650000095367433 -0.3799570351839065 11.650000095367433 4.6949999332427987 0.26063698530197149 1018.0499877929689 5.7049999237060556 -0.11319890245795249 9.0500001907348651 1017.1499938964845 -0.80382624268531788 6.3450000286102304 4.2850000858306894 12.650000095367433 19.48499965667725 285.26780700683599 0.70363983511924755 0.28587456047534948 1.2749999761581423 1.0649999976158144 12.449999809265138 0.22544081509113315
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 2 4 -4 5 6 -1 8 -7 -10 11 12 -8 -14 15 -15 -5 21 19 -19 -21 22 23 -9 -24 -26 27 -23 -29 -30
right_child=-2 -3 3 16 -6 7 10 17 9 -11 -12 -13 13 14 -16 -17 -18 18 -20 20 -22 26 24 -25 25 -27 -28 28 29 -31
leaf_value=-0.013371633685768602 8.3476784809786801e-06 -0.0014765073330471352 -0.0019091212436985854 0.017520774707198143 -6.5417976519771933e-05 0.0015332129656865331 -0.0036220822442111843 0.0063066023670024039 -0.0016431889150501551 -0.009261882932809511 0.0262581842530164 0.0017061703502441344 0.0071736608181227519 0.025561799769374456 0.029511986304625717 0.00054822757900241891 -0.00024563495751067215 0.0016995398387510637 0.0015576674098275957 0.016181114244020797 0.0044973187818444183 -0.0074025780982855298 0.00024783933368910637 -0.0047503441771025419 0.030887917361476204 0.0039638251057017206 0.0018729112861223488 -0.0088663019021762348 -0.0082751636822966084 0.001083768228335287
leaf_weight=47 1233839 6239 3499 25 28956 410 59 99 436 232 21 263 136 22 49 31 41878 146 1428 132 120 225 140 726 22 38 3724 105 92 2619
leaf_count=47 1233839 6239 3499 25 28956 410 59 99 436 232 21 263 136 22 49 31 41878 146 1428 132 120 225 140 726 22 38 3724 105 92 2619
internal_value=-5.10564e-06 -0.000185672 -9.16981e-05 -0.000364052 0.000215304 0.000933249 0.00503031 0.000692651 -0.00207474 -0.0042892 0.00651894 0.00577871 0.00938504 0.0126095 0.0198573 0.0109312 -0.000235035 0.00100289 0.00281931 0.00734603 0.0106174 0.000577114 -0.00191175 -0.00342351 0.00432429 0.013836 0.000954213 -0.000170821 0.000407 0.000766165
internal_weight=1.32576e+06 91919 85680 45402 40278 11322 628 10694 1078 668 581 560 297 238 102 53 41903 9616 1826 398 252 7790 1025 825 200 60 6765 3041 2816 2711
internal_count=1325758 91919 85680 45402 40278 11322 628 10694 1078 668 581 560 297 238 102 53 41903 9616 1826 398 252 7790 1025 825 200 60 6765 3041 2816 2711
cat_boundaries=0 1
cat_threshold=4098
is_linear=0
shrinkage=0.05


Tree=294
num_leaves=31
num_cat=2
split_feature=72 17 79 65 67 53 65 75 9 57 31 91 109 84 34 72 52 104 12 136 117 72 68 39 136 15 34 2 30 35
split_gain=1.25584 3.98726 3.53878 3.46954 5.46804 4.37884 3.28289 3.79018 4.59224 3.73279 3.437 3.55876 3.34227 5.83985 4.04183 3.47724 3.2829 3.25591 3.21246 5.51738 3.74015 3.15515 3.14566 3.79735 3.14365 3.38045 3.84537 6.74871 11.5264 4.77936
threshold=0.76840001344680797 10.405000209808351 17.304999351501468 4.7750000953674325 6.1649999618530282 0.62500000000000011 19.845000267028812 0.69254416227340709 2.8500000238418584 278.87001037597662 1017.7500000000001 0.29649065434932714 0.65716633200645458 0.85827708244323742 12.150000095367433 0.72270205616951 0.22500000149011615 -0.9994334578514098 2.7350000143051152 0 0.95878320932388317 0.74675861001014721 305.68112182617193 10.84999990463257 1 1.2649999856948855 17.750000000000004 270.50000000000006 1011.4500122070314 18.250000000000004
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 1 2 2 2 2 2
left_child=3 2 -2 4 -1 6 7 8 12 21 17 16 15 14 -14 -5 -12 -10 19 -4 -20 -8 23 -21 -7 -26 -27 28 29 -28
right_child=1 -3 18 5 -6 24 9 -9 10 -11 11 -13 13 -15 -16 -17 -18 -19 20 22 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=3.0217600431233666e-06 -0.00066819366276644901 2.4540627054419974e-05 -0.0010336375190156527 -0.00031405019831004462 -0.00080251584174993197 -0.00029507952430319283 0.010658979634680446 0.00035887500742674898 0.016483098008867467 0.0018398208110270526 0.013641151561141882 0.024910772288218141 0.015249053102273209 0.0032755645972792993 0.043703618428359431 0.017864974849932904 0.0021837295879463476 0.00054041615354818225 -0.00070791283321925823 0.001957183742772602 0.0022882228611772189 0.03345366071909666 0.001342250246733298 -0.00068217823400452114 0.0012966950883734974 0.00017509836995348139 0.0067413584120325082 0.00022071205184630413 0.0022922844719441143 0.019746650345751689
leaf_weight=855088 47783 208386 5448 91 21599 26798 63 2809 33 101 86 25 26 40 24 37 229 1084 17384 1823 1108 20 10411 5398 8002 107677 136 2687 1215 147
leaf_count=855088 47783 208386 5448 91 21599 26798 63 2809 33 101 86 25 26 40 24 37 229 1084 17384 1823 1108 20 10411 5398 8002 107677 136 2687 1215 147
internal_value=-4.85036e-06 -9.52749e-05 -0.000374698 2.1339e-05 -1.68243e-05 0.000242427 0.00175001 0.00148141 0.00336391 0.00829571 0.00235123 0.00675289 0.0101322 0.0175154 0.0289072 0.00494082 0.00531179 0.00101142 -3.73541e-05 0.000356071 -0.000528391 0.0161517 0.000785609 -1.58499e-05 0.000194444 0.000303886 0.000232893 0.0017199 0.00440902 0.0134968
internal_weight=1.32576e+06 297741 89355 1.02802e+06 876687 151330 4668 4484 1675 184 1457 340 218 90 50 128 315 1117 41572 23080 18492 83 17632 7221 146662 119864 111862 4185 1498 283
internal_count=1325758 297741 89355 1028017 876687 151330 4668 4484 1675 184 1457 340 218 90 50 128 315 1117 41572 23080 18492 83 17632 7221 146662 119864 111862 4185 1498 283
cat_boundaries=0 1 2
cat_threshold=6288 4196
is_linear=0
shrinkage=0.05


Tree=295
num_leaves=31
num_cat=0
split_feature=69 52 29 15 87 29 121 9 37 7 43 57 26 61 78 8 30 34 32 124 10 87 122 56 53 95 112 6 100 62
split_gain=1.38662 3.50327 3.96924 4.59044 4.59499 4.86874 3.77786 2.81668 2.79877 2.76478 2.60666 3.80049 4.04553 5.37313 4.99085 3.59037 3.1896 3.62369 6.32631 3.18723 3.0842 2.7502 4.09363 2.94012 3.79036 3.19758 3.64188 2.84083 2.76056 4.19947
threshold=330.63557434082037 2.1250000000000004 1019.5499877929689 2.435000061988831 0.81083571910858165 1024.2500000000002 -0.52247866988182057 13.050000190734865 12.050000190734865 3.1499999761581425 10.84999990463257 321.91975402832037 330.50000000000006 0.30589903891086584 21.884999275207523 9.1500000953674334 1014.3500061035157 12.84999990463257 12.150000095367433 0.97233289480209362 7.7500000000000009 0.82658711075782787 -0.94828754663467396 261.02403259277349 1.294999957084656 -0.85737338662147511 -0.62249094247817982 4.3500001430511483 0.86887332797050487 0.21170290559530261
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 5 6 -4 -5 -3 -8 21 12 -12 16 -15 -13 -14 18 20 -16 -18 27 -23 -24 -25 -26 -27 -2 -29 -30
right_child=1 8 3 7 -6 -7 9 -9 -10 -11 11 15 13 14 19 -17 17 -19 -20 -21 -22 22 23 24 25 26 -28 28 29 -31
leaf_value=-7.7659352574881027e-06 -0.0061432737143165966 -0.0015759563193343204 -0.00056428899565203622 -0.0046488487577740481 0.0040566868806624313 -0.0005676743698616823 0.038947397433221342 0.0082336465574866322 0.00072012714382564094 0.018474751923860552 -0.0018794963738490889 -0.015453062113374473 -0.0055970945567996415 0.038394387479871513 0.0003183290602699403 0.0053468839151830207 0.016977896820753815 -0.0028386917919283961 0.034461837441527414 0.021249823874942113 -0.0086445398790680854 0.019838558882474901 -0.00047070649989716423 0.00079892933388292032 -0.0058290802170613823 0.021983737500909813 0.0060172955579270463 0.0035544354348490191 0.010833999235183002 -0.0069826748444467446
leaf_weight=1315254 285 2463 22 166 392 45 20 57 2878 94 101 42 54 25 31 41 24 41 28 44 23 29 1693 1033 51 39 424 269 40 191
leaf_count=1315254 285 2463 22 166 392 45 20 57 2878 94 101 42 54 25 31 41 24 41 28 44 23 29 1693 1033 51 39 424 269 40 191
internal_value=-3.16589e-06 0.000565197 0.00147541 0.00473046 0.00709919 0.0136885 0.0184056 -0.00135601 -0.000338711 0.0220664 0.000900651 0.00449346 0.00665725 0.00985062 0.0190472 -0.00517839 0.00444087 0.00911371 0.0156477 0.0125981 0.00443926 0.000498298 0.00113647 0.000969075 0.00254474 0.00605334 0.0073622 -0.00215926 0.000111624 -0.00389754
internal_weight=1.3259e+06 10645 5304 796 573 181 136 223 5341 114 4508 454 371 270 100 83 170 116 75 75 47 4054 3269 3240 1547 514 463 785 500 231
internal_count=1325899 10645 5304 796 573 181 136 223 5341 114 4508 454 371 270 100 83 170 116 75 75 47 4054 3269 3240 1547 514 463 785 500 231
is_linear=0
shrinkage=0.05


Tree=296
num_leaves=31
num_cat=1
split_feature=15 55 96 79 125 121 106 30 80 88 30 66 111 80 86 10 8 82 35 40 79 93 114 79 136 122 30 34 67 101
split_gain=1.3774 4.13128 2.98406 2.416 4.59995 2.5329 2.30102 2.96928 3.33379 2.28784 2.81479 1.92428 1.62633 1.56783 1.51665 2.16155 1.50716 2.20121 1.455 2.17117 1.844 1.7584 1.39439 3.73623 3.36893 2.48369 2.77976 2.56352 2.33572 2.25611
threshold=0.50499999523162853 0.11499999836087228 -0.08493714407086371 1.0850000381469729 0.28400452435016638 -0.78257837891578663 -0.99163141846656788 1012.7500000000001 267.89891052246099 -0.55496394634246815 1012.5499877929689 0.39499999582767492 -0.16939563304185865 283.17623901367193 0.56578940153121959 4.4500000476837167 6.0499999523162851 264.80830383300787 16.150000572204593 12.949999809265138 0.81499999761581432 -0.95127645134925831 0.095842104405164733 1.6150000095367434 0 0.50751903653144848 1007.9500122070314 16.750000000000004 6.6250000000000009 0.69524213671684276
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 6 3 5 11 14 7 -1 12 10 -7 -5 -9 -8 15 -3 -12 -18 19 20 21 -11 -2 28 25 26 -25 -28 -24 -26
right_child=22 2 -4 4 -6 9 13 8 -10 18 16 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 24 29 -27 27 -29 -30 -31
leaf_value=-0.0076117917403785724 -8.1898623398701561e-06 -0.0035494180217892214 -0.010768672108783253 -0.0035038543288551625 0.021899284333423048 0.014002580288797618 8.1103745995439724e-05 0.031627519465982912 0.0020570196880726143 0.0047747163790399618 -0.0012148811252520302 0.011248329411526876 0.012498393788933755 -0.0083609993802383539 -0.0063718130194043007 0.014171585474501959 4.6105872856320018e-05 0.020839843940921129 -0.012749570543516657 0.012500142846256496 0.0053746527434080189 -0.010502717868243614 -6.6128881730313167e-05 -0.0045462285052049736 -8.0955480646087804e-05 -0.00033140078854854095 0.0016983856384893731 0.0041094987334583171 -0.0099455937238720551 0.0037249880336443909
leaf_weight=27 1287570 79 112 105 28 38 3070 20 48 23 404 28 25 56 533 22 35 20 49 20 34 104 20686 146 5879 1124 3535 1602 60 417
leaf_count=27 1287570 79 112 105 28 38 3070 20 48 23 404 28 25 56 533 22 35 20 49 20 34 104 20686 146 5879 1124 3535 1602 60 417
internal_value=-3.0076e-06 -0.00084148 -0.00289194 -0.00231231 0.00347968 -0.00299747 0.000190697 0.00698524 0.0112231 -0.000983157 0.000924943 -0.000398131 0.0210002 -7.01303e-05 -0.00530726 0.000310603 -0.000157737 0.00760747 -0.00510631 -0.00303714 -0.00496724 -0.00773594 8.98173e-08 0.000318804 0.000994123 0.00180006 0.00225695 0.0024503 -9.47015e-05 0.00017085
internal_weight=1.3259e+06 4880 1634 1522 161 1361 3246 120 93 727 497 133 45 3126 634 101 459 55 230 181 161 127 1.32102e+06 33449 12703 6407 5283 5137 20746 6296
internal_count=1325899 4880 1634 1522 161 1361 3246 120 93 727 497 133 45 3126 634 101 459 55 230 181 161 127 1321019 33449 12703 6407 5283 5137 20746 6296
cat_boundaries=0 1
cat_threshold=51
is_linear=0
shrinkage=0.05


Tree=297
num_leaves=31
num_cat=0
split_feature=85 61 103 68 16 31 56 104 95 69 52 29 15 87 29 121 74 7 25 65 84 43 12 4 94 20 63 4 122 53
split_gain=1.28805 1.4265 2.59614 2.67942 1.51265 1.49643 2.59222 1.66875 1.48733 1.41267 3.30797 3.46751 4.18636 4.0972 4.39225 3.40266 2.74757 2.48866 2.38034 2.35984 2.40079 2.87729 4.48733 3.20438 3.54395 3.54855 4.97463 3.58116 3.0975 3.01465
threshold=0.93194746971130382 0.38686342537403112 -0.42512883245944971 272.40499877929693 5.7200000286102304 1009.1499938964845 261.02403259277349 -0.91885176301002491 -0.99769523739814747 330.63557434082037 2.1250000000000004 1019.5499877929689 2.435000061988831 0.81083571910858165 1024.2500000000002 -0.52247866988182057 0.871899574995041 3.1499999761581425 356.50000000000006 0.25499999523162847 0.8265683948993684 10.84999990463257 1.7450000047683718 4.1499998569488534 0.97080013155937206 6.7750000953674325 0.23216176033020022 10.750000000000002 -0.13052122294902799 1.5249999761581423
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 -2 -4 6 7 -6 -3 -1 11 19 13 14 15 -13 -14 -17 -15 -11 -21 -22 -23 -24 25 26 -25 28 -28 -27
right_child=1 8 4 -5 5 -7 -8 -9 -10 10 -12 12 16 18 -16 17 -18 -19 -20 20 21 22 23 24 -26 29 27 -29 -30 -31
leaf_value=-5.2932900161622187e-06 0.021764356084167959 -0.011606917754297369 0.0069760597791173502 -0.0038072185544297103 -0.01293183658272028 -0.0049902489444180699 0.015641246217070148 0.0048155952983371985 -0.00019539162313911447 -0.0076967248334907567 -0.00030367314811544831 -0.00052120206792923539 -0.0042764696446005151 0.0029549691301859488 -0.0005388811385879914 0.036972184032201767 0.0090307963406667108 0.017548727168344914 0.020263605547093212 -0.0013474495440835678 0.0011645002952263041 0.02237322147356699 -0.0088912193175582667 0.020246370440643088 -0.010030188720913664 0.024007927562110128 0.0083924341360654894 -0.019181630139549575 -0.0091063428851258423 0.0010391774959862233
leaf_weight=1312688 21 29 32 20 26 603 25 27 1855 78 5321 22 173 367 45 20 50 94 21 828 3194 37 42 38 31 50 85 21 36 20
leaf_count=1312688 21 29 32 20 26 603 25 27 1855 78 5321 22 173 367 45 20 50 94 21 828 3194 37 42 38 31 50 85 21 36 20
internal_value=-2.85722e-06 -0.0011066 -0.0029445 0.00929042 -0.00364805 -0.00414728 0.00236954 -0.00389069 -0.000371047 -6.56844e-07 0.00057498 0.00146518 0.00451392 0.00678966 0.0130017 0.017482 -0.00129278 0.0209564 0.00389178 0.000923785 0.00107723 0.00164213 0.00587972 0.00399037 0.00591573 0.00789303 0.0041782 -0.00012173 0.00318619 0.0174454
internal_weight=1.3259e+06 2638 754 41 713 681 78 53 1884 1.32326e+06 10573 5252 792 569 181 136 223 114 388 4460 4382 3554 360 323 281 250 180 142 121 70
internal_count=1325899 2638 754 41 713 681 78 53 1884 1323261 10573 5252 792 569 181 136 223 114 388 4460 4382 3554 360 323 281 250 180 142 121 70
is_linear=0
shrinkage=0.05


Tree=298
num_leaves=31
num_cat=0
split_feature=15 54 36 110 88 42 83 79 0 121 37 115 3 101 28 84 96 101 8 117 90 76 26 79 38 54 62 66 102 72
split_gain=1.24641 3.30891 2.54221 2.17657 2.1086 2.00529 4.66094 1.78825 2.59846 1.66534 2.05141 2.80541 2.09018 1.76181 1.65474 1.60509 1.54647 2.91481 1.52986 2.33817 1.29659 1.32762 1.25219 3.25104 3.07034 2.66612 3.2491 2.77026 2.74245 2.48658
threshold=0.50499999523162853 0.10500000044703485 18.349999427795414 -0.45276921987533564 -0.36829456686973566 13.449999809265138 257.78749084472662 1.0850000381469729 295.50000000000006 -0.8338540494441985 16.94999980926514 -0.55191597342491139 226.50000000000003 -0.4283666312694549 1015.2500000000001 0.77209210395812999 -0.77939704060554493 -0.79805696010589589 6.0499999523162851 -0.07845610752701758 -0.99620711803436268 8.5749998092651385 174.50000000000003 1.6150000095367434 18.050000190734867 1.075000047683716 0.38297930359840399 12.425000190734865 0.26152946054935461 0.57779052853584301
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 5 -1 15 7 -7 9 -9 16 13 12 -12 -11 -15 -4 17 -3 -16 -20 -5 -22 23 29 -25 -26 27 -27 -28 -2
right_child=22 2 4 20 -6 6 -8 8 -10 10 11 -13 -14 14 18 -17 -18 -19 19 -21 21 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=0.015791711346669634 3.5747449994839362e-07 0.012624688040465116 -0.010096431501462298 0.01018794015530617 -0.019950799018676794 -0.0044781242639967992 0.026481521415844329 1.3740232586860659e-05 0.018648335777900437 -0.005489404673619005 0.01078353967703879 0.020767573954578004 -0.0086478917198556087 -0.0072645727781840436 -0.00016698549058409172 0.0044405497078384669 -0.010997846679467904 -0.0049868288803778483 -0.0018768565551727078 0.022300468357279897 1.019258806459251e-05 -0.010736667316663883 -7.6969354195320356e-06 0.0005234888169098706 -0.0025730702867351324 0.0047667220292253046 0.0010271842349845969 0.021021248476096877 0.010704550058611173 -0.003388838926828534
leaf_weight=22 20316 25 59 31 35 31 20 125 22 283 25 23 31 73 316 28 95 390 20 20 3177 29 1286878 10534 245 899 1487 27 77 556
leaf_count=22 20316 25 59 31 35 31 20 125 22 283 25 23 31 73 316 28 95 390 20 20 3177 29 1286878 10534 245 899 1487 27 77 556
internal_value=-2.71436e-06 -0.000800323 -0.00264641 0.000117908 -0.00958715 -0.00208152 0.00766291 -0.00242473 0.00280259 -0.00301537 -0.00157895 0.00606529 2.68544e-05 -0.00242712 -0.000407014 -0.00541786 -0.00524322 -0.00392589 0.000999171 0.0102118 1.13823e-05 -8.70186e-05 2.32101e-07 0.000299102 0.000911038 0.0024037 0.00289339 0.00524067 0.00150363 -8.99258e-05
internal_weight=1.3259e+06 4880 1621 3259 122 1499 51 1448 147 1301 791 79 56 712 429 87 510 415 356 40 3237 3206 1.32102e+06 34141 13269 2735 2490 926 1564 20872
internal_count=1325899 4880 1621 3259 122 1499 51 1448 147 1301 791 79 56 712 429 87 510 415 356 40 3237 3206 1321019 34141 13269 2735 2490 926 1564 20872
is_linear=0
shrinkage=0.05


Tree=299
num_leaves=31
num_cat=0
split_feature=56 23 52 67 29 116 121 8 80 35 71 79 83 13 55 71 56 9 107 98 123 126 104 26 112 56 89 64 126 96
split_gain=1.20588 2.74989 3.30718 3.29887 3.23424 3.15739 2.99975 2.94966 2.95764 2.89881 3.08676 3.21519 4.26779 3.47311 3.22218 2.89585 2.73826 3.6249 3.04056 2.63 2.61559 5.20684 2.49381 2.48203 2.47618 2.74425 2.48182 2.57262 3.04004 2.56811
threshold=307.31059265136724 4.9949998855590829 1.3350000381469729 2.7250000238418584 1019.4500122070314 -0.41467745602130884 -0.38266885280609125 13.750000000000002 78.402645111083999 12.34999990463257 315.19703674316412 32.835000991821296 342.08094787597662 1.7649999856948855 0.74500000476837169 311.70910644531256 313.65643310546881 1.2500000000000002 -0.38276757299900049 -0.67362737655639637 -0.41467745602130884 0.8140845298767091 -0.71596443653106678 346.50000000000006 -0.14780378341674802 331.00634765625006 -0.99681612849235524 8.5749998092651385 -0.9366365075111388 -0.73758220672607411
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 15 3 4 5 -3 -6 -4 -9 10 -7 13 -13 14 -12 -2 18 -18 22 -20 21 -8 -5 -17 26 -26 29 28 -28 -11
right_child=1 2 7 16 6 9 20 8 -10 24 11 12 -14 -15 -16 23 17 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-1.3655183776156672e-05 -0.0022987397567704486 -0.0069210381962397363 -2.5169314458135911e-05 0.0041152253108041143 0.0024520077482181584 -0.0015200971586108974 0.0050981194428775627 0.0087112079977391035 0.00089637841703172098 0.0060389936112029401 0.0014930905344726854 0.0039621334270175017 0.031010614641010761 -0.0052657079815980985 0.027076404020190237 0.001824499291499586 0.005694710115325464 -0.00039996842161318496 0.020723399301059545 0.0045212520543597085 0.0080334082464218245 0.038742153225061693 -0.00039163878598295985 0.019699909617858277 0.026723976464321217 0.002275938771146519 0.018073151396032806 -0.006143862417114801 0.0029274621457674697 0.02714110880735375
leaf_weight=1258016 1829 97 48983 595 177 701 23 123 7727 46 32 35 25 80 20 258 258 4486 40 67 129 23 634 21 24 22 34 76 1297 21
leaf_count=1258016 1829 97 48983 595 177 701 23 123 7727 46 32 35 25 80 20 258 258 4486 40 67 129 23 634 21 24 22 34 76 1297 21
internal_value=-2.57864e-06 0.000202693 0.000259664 0.00115349 0.00255324 0.0019238 0.00704159 0.000119032 0.00101883 0.00227935 1.83676e-05 0.00563537 0.0152323 0.00127311 0.0113328 -0.00157494 0.000494588 -6.85125e-05 0.0024941 0.0105781 0.0116836 0.0219201 0.00179028 0.00316996 0.00360768 0.0150314 0.00325117 0.00280346 0.00331435 0.0126531
internal_weight=1.3259e+06 67883 65775 8942 2862 2510 352 56833 7850 2413 893 192 60 132 52 2108 6080 4744 1336 107 175 46 1229 279 1520 46 1474 1407 1331 67
internal_count=1325899 67883 65775 8942 2862 2510 352 56833 7850 2413 893 192 60 132 52 2108 6080 4744 1336 107 175 46 1229 279 1520 46 1474 1407 1331 67
is_linear=0
shrinkage=0.05


Tree=300
num_leaves=31
num_cat=1
split_feature=96 43 1 8 28 30 60 55 20 114 64 75 36 58 6 62 56 80 80 34 14 28 122 127 122 72 136 31 35 24
split_gain=1.52043 3.72852 2.64643 2.64357 3.86739 3.02495 2.40027 2.6264 2.49683 2.69667 2.36803 2.26333 2.25027 2.34357 3.1549 3.48069 2.78003 3.20394 2.4011 2.16661 2.06137 2.94466 2.55541 1.99883 1.9935 1.9886 1.96551 2.03215 1.87652 1.86838
threshold=1.0000000180025095e-35 17.94999980926514 79.500000000000014 3.8500000238418584 1009.1499938964845 1025.6499633789065 0.17275185883045199 0.39499999582767492 6.6549999713897714 -0.3172925859689712 2.5649999380111699 0.39619061350822454 10.84999990463257 167.30195617675784 4.5499999523162851 0.29032795131206518 295.10978698730474 332.21159362792974 263.71112060546881 19.650000572204593 2.7350000143051152 1014.1499938964845 -0.90255093574523915 -0.47714059054851526 0.90992662310600292 0.64719125628471386 0 1012.6499938964845 18.050000190734867 316.50000000000006
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 1 2 2 2
left_child=-1 3 -3 4 -2 6 8 20 9 11 -11 -5 -6 26 16 -16 17 19 23 24 22 -22 -8 -17 25 -15 27 -14 -25 -9
right_child=1 2 -4 5 12 -7 7 29 -10 10 -12 -13 13 14 15 18 -18 -19 -20 -21 21 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=3.9351978409098462e-06 -0.0084332171577504288 -0.011498387773399768 0.0061696568482740854 0.022843091473491353 -0.01385745807335927 0.017186263886590801 0.0083787303862415934 -0.0021499386629522427 0.020742346812039614 -0.013496820161041492 0.0036246347868734083 0.0020099461835343391 -0.020170572841608968 0.0016410979896366474 0.024310268986004371 0.025279980823397635 -0.012799801245435245 0.01832752425775484 -0.00022006801591487602 0.0065410352714324396 -0.012770524237897585 0.0099048695776884146 -0.0093527129888919674 -0.001829812289938202 -0.0076719490741060624 -0.0032349573294613732 0.0001355576618788461 -0.0047599945032010677 0.017070956459307732 0.0010225677293930373
leaf_weight=1318852 120 23 270 22 26 21 22 3126 20 36 46 32 27 1205 27 20 36 27 96 158 22 41 266 29 73 253 236 103 24 545
leaf_count=1318852 120 23 270 22 26 21 22 3126 20 36 46 32 27 1205 27 20 36 27 96 158 22 41 266 29 73 253 236 103 24 545
internal_value=4.77006e-08 -0.000737443 0.00478275 -0.000980334 0.000321232 -0.00174286 -0.00183801 -0.00207403 0.00424719 0.00182143 -0.0038921 0.0104975 0.000770178 0.000934534 0.00162426 0.00764025 0.000951233 0.00123972 0.00497699 0.000966554 -0.0062061 0.00198648 -0.00799823 0.0118115 0.000391265 0.000794979 -0.00273644 -0.00739204 0.00672903 -0.00167895
internal_weight=1.3258e+06 6952 293 6659 2460 4199 4178 4022 156 136 82 54 2340 2314 1948 196 1752 1716 169 1689 351 63 288 73 1531 1458 366 130 53 3671
internal_count=1325804 6952 293 6659 2460 4199 4178 4022 156 136 82 54 2340 2314 1948 196 1752 1716 169 1689 351 63 288 73 1531 1458 366 130 53 3671
cat_boundaries=0 1
cat_threshold=3329
is_linear=0
shrinkage=0.05


Tree=301
num_leaves=31
num_cat=0
split_feature=96 43 112 1 30 54 3 123 67 3 37 53 12 104 31 39 60 32 127 75 14 5 112 102 6 4 94 109 70 11
split_gain=1.37215 3.36794 2.71511 2.44834 2.34951 2.39382 2.61417 2.55853 3.87558 2.54174 2.45378 2.96326 2.84375 2.79036 2.52591 2.42527 2.97159 4.13633 2.39012 2.30134 2.38395 2.44882 3.67709 2.42659 2.73509 2.37566 2.15598 2.43103 2.12823 2.3361
threshold=1.0000000180025095e-35 16.650000572204593 -0.68832838535308827 43.500000000000007 1025.4500122070315 5.8849999904632577 348.50000000000006 0.8038262426853181 0.50499999523162853 310.50000000000006 15.34999990463257 3.6049998998641972 2.8149999380111699 -0.42571468651294703 1015.4500122070314 19.44999980926514 0.36292175948619848 16.44999980926514 0.9996192753314973 0.87767970561981212 1.5249999761581423 7.4500000476837167 -0.5663846731185912 0.46706065535545355 10.050000190734865 4.1499998569488534 -0.95873832702636708 0.66845986247062694 223.39015960693362 7.4500000476837167
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 -3 5 7 -7 9 -9 18 12 13 19 -12 -14 16 -13 -18 -4 20 26 25 -23 -24 -25 -22 -11 -28 29 -5
right_child=1 3 4 28 -6 6 -8 8 -10 10 11 15 14 -15 -16 -17 17 -19 -20 -21 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=3.7384382521474091e-06 -0.0029390430451962353 -0.011407269990692536 0.0013271237950301337 0.0029070113777249522 0.015115659699464837 -0.0019892003612715552 -0.014818047928601141 -0.017707273484940857 -0.0017359784692425912 -0.00053260194160688074 -0.0025492373785217766 0.023285168244370394 -0.004068684971866173 0.014220919480754268 0.013950413697194764 -0.0046294613492985567 -0.0066576866244705511 0.019293379218184525 0.016879511654376983 -0.018767324271279254 0.0046561456250923654 0.015776294899647578 -0.011475188918411733 0.01270301727714335 -0.0054512261568258205 -0.013399998846996046 -0.017832359501078508 -0.0059445089060015258 0.012179457362508403 -0.013684607788243078
leaf_weight=1318852 1483 30 2086 595 24 1262 41 47 198 81 305 35 37 27 41 30 34 28 25 28 27 42 40 41 42 56 68 117 60 22
leaf_count=1318852 1483 30 2086 595 24 1262 41 47 198 81 305 35 37 27 41 30 34 28 25 28 27 42 40 41 42 56 68 117 60 22
internal_value=4.5367e-08 -0.000700561 -0.00107085 0.00257024 -0.00048905 -0.000568095 -0.00239287 0.000124098 -0.00479986 0.00050227 -0.00147185 0.00129934 -0.00352342 -0.0011854 0.00540289 0.00779488 0.0116375 0.00506215 0.00151131 -0.00480802 -0.00404759 -0.000521028 0.00300284 -0.00135882 0.00351653 -0.00752631 -0.00733552 -0.0103141 0.00318963 0.00231541
internal_weight=1.3258e+06 6952 6245 707 4762 4738 1303 3435 245 3190 1079 459 620 332 78 127 97 62 2111 542 514 248 165 123 83 83 266 185 677 617
internal_count=1325804 6952 6245 707 4762 4738 1303 3435 245 3190 1079 459 620 332 78 127 97 62 2111 542 514 248 165 123 83 83 266 185 677 617
is_linear=0
shrinkage=0.05


Tree=302
num_leaves=31
num_cat=1
split_feature=96 136 34 79 74 24 117 90 103 54 33 102 31 103 86 126 23 55 72 127 38 26 118 100 8 28 103 107 78 95
split_gain=1.23836 3.2564 2.67394 3.04059 2.76765 2.67013 3.31058 2.65285 2.47028 2.42284 2.64762 2.50265 2.50204 2.49774 2.43718 2.60327 5.07992 2.32862 2.87472 2.72514 2.54904 2.45326 2.32547 2.22226 2.21114 2.82096 2.19738 3.52329 2.18435 2.11961
threshold=1.0000000180025095e-35 0 14.34999990463257 15.125000000000002 0.37306477129459387 314.50000000000006 0.93663650751113903 0.020030682906508449 -0.90240320563316334 0.49500000476837164 16.94999980926514 0.59721514582633983 1014.7500000000001 0.10659679770469667 0.85174596309661876 0.95878320932388317 4.9949998855590829 2.0749999284744267 0.33466516435146337 0.64942333102226268 13.949999809265138 319.50000000000006 0.99901017546653759 -0.2838913351297378 11.250000000000002 1014.4500122070314 0.34523688256740576 -0.071035213768482194 16.625000000000004 -0.60968726873397816
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 7 9 -5 23 8 24 29 10 -4 13 -13 14 15 -11 -17 19 -19 21 -20 -10 -9 -3 -2 -26 -27 -28 -21 -7
right_child=1 5 3 4 -6 6 -8 22 17 11 -12 12 -14 -15 -16 16 -18 18 20 28 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=3.551517205814757e-06 -0.0022835921528914006 -0.0021437738028914264 0.00050945331394258481 -0.0011240388262727908 0.018599213793134804 0.00061437172508980759 -0.012366760238073767 -0.0085405103367371237 -0.00097405715819655196 0.0013263420877867383 -0.013845076607459964 0.025992205701768401 0.0018113281911886906 -0.0061210482843097082 -0.003473980614164401 0.029934226276110049 0.0040117484840283277 0.01960980049140441 0.020251341811603027 -0.0076671807829509766 0.00067803027690388267 0.017126379217743539 0.0093619240866973999 -0.007664795853274009 -0.0042796996075929591 0.020760489964427857 -0.0056538203885607733 0.011585757357378802 0.0097016291642237629 -0.013995632140294596
leaf_weight=1318852 565 2293 72 29 46 92 40 195 36 2210 58 20 23 121 249 23 106 48 21 85 80 39 20 198 76 26 49 75 23 34
leaf_count=1318852 565 2293 72 29 46 92 40 195 36 2210 58 20 23 121 249 23 106 48 21 85 80 39 20 198 76 26 49 75 23 34
internal_value=4.30995e-08 -0.000665533 0.000275721 0.00103396 0.0109729 -0.00190804 0.00142787 -0.00195028 0.00263265 0.000775313 -0.00589488 0.0010904 0.0130582 0.000900436 0.00122872 0.00172935 0.00863359 0.00489482 0.00953551 0.00111634 0.00474773 0.00843817 -0.00687517 -0.00258262 -0.000611655 0.00356819 0.00754445 0.00477334 -0.00396827 -0.00332801
internal_weight=1.3258e+06 6952 3963 2957 75 2989 498 1006 458 2882 130 2752 43 2709 2588 2339 129 332 149 183 101 75 215 2491 791 226 150 124 108 126
internal_count=1325804 6952 3963 2957 75 2989 498 1006 458 2882 130 2752 43 2709 2588 2339 129 332 149 183 101 75 215 2491 791 226 150 124 108 126
cat_boundaries=0 1
cat_threshold=304
is_linear=0
shrinkage=0.05


Tree=303
num_leaves=31
num_cat=1
split_feature=101 31 82 60 21 3 29 33 39 64 66 41 109 39 33 127 55 14 118 136 89 105 67 109 14 112 13 107 96 76
split_gain=1.14413 3.05139 3.39949 3.11907 3.30801 3.63913 3.30475 2.96389 2.91077 4.75695 3.05324 3.58888 3.18832 3.229 3.71264 2.90875 3.33813 4.36699 3.3836 3.32419 3.98864 3.98646 2.90625 3.67184 3.18972 3.48745 3.67098 3.0637 3.00964 2.91749
threshold=-0.31701733171939844 1015.7500000000001 293.31983947753912 0.41537745296955114 4.3350000381469735 20.500000000000004 1018.9500122070314 7.7500000000000009 16.250000000000004 0.99500000476837169 14.244999885559084 1.0000000180025095e-35 -0.93930774927139271 19.849999427795414 18.550000190734867 0.68832838535308849 1.2549999952316286 0.97500002384185802 -0.76037701964378346 0 -0.3799570351839065 -0.74402040243148793 0.79500001668930065 0.73504611849784862 0.94499999284744274 -0.52247866988182057 1.075000047683716 -0.9558863341808318 -0.99927791953086842 6.0250000953674325
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 22 8 4 5 6 -4 -6 9 -3 11 15 -13 -14 -15 19 -17 18 -18 20 21 -10 23 24 25 26 27 -1 -27 -24
right_child=-2 2 3 -5 7 -7 -8 -9 10 -11 -12 12 13 14 -16 16 17 -19 -20 -21 -22 -23 29 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0020618733312200107 1.2213355943402988e-05 -0.0031428116781415747 0.007652115786448122 -0.00077426385366629973 0.007586129761681837 0.0035719084556504396 0.034920570887625221 0.00048150312594111603 0.0050462920892709821 -0.00088098959629859686 -0.0080937996474012997 0.011316958633967891 -0.0019962190844810403 0.0085141147586201959 -0.00052601027165123085 -0.002477745112911281 0.0089598609773799721 0.00092808654383671563 0.024496581197223245 -0.0020459552895209557 -0.00031257029234696106 0.02785549620166421 -0.0004630873828231112 -0.0035144663823548439 0.0019864162702742331 0.021069507547654215 0.0077836098890596388 0.001356133657664534 0.0015829358498987663 0.00034472588356752778
leaf_weight=2379 1240602 3097 25 5382 151 151 20 5275 454 9321 114 52 2264 167 355 90 112 110 51 591 527 20 27602 474 4453 20 120 905 2137 18783
leaf_count=2379 1240602 3097 25 5382 151 151 20 5275 454 9321 114 52 2264 167 355 90 112 110 51 591 527 20 27602 474 4453 20 120 905 2137 18783
internal_value=4.09435e-08 -0.000177198 -0.000601165 8.60977e-05 0.000909731 0.00729119 0.0197714 0.000679218 -0.00103768 -0.00144508 -6.6889e-06 0.00018566 -0.000949906 -0.00117886 0.00236614 0.00183412 0.00587306 0.00862608 0.013821 0.00091318 0.00265421 0.00600871 3.39839e-05 0.000785652 0.000989192 0.00019066 -0.00080607 -0.00111994 0.00176362 -0.000135974
internal_weight=1.3258e+06 85202 28329 11004 5622 196 45 5426 17325 12418 4907 4793 2838 2786 522 1955 363 273 163 1592 1001 474 56873 10488 10014 5561 3404 3284 2157 46385
internal_count=1325804 85202 28329 11004 5622 196 45 5426 17325 12418 4907 4793 2838 2786 522 1955 363 273 163 1592 1001 474 56873 10488 10014 5561 3404 3284 2157 46385
cat_boundaries=0 1
cat_threshold=2592
is_linear=0
shrinkage=0.05


Tree=304
num_leaves=31
num_cat=0
split_feature=96 43 123 21 30 35 28 105 98 30 53 0 14 114 126 121 87 16 93 64 124 13 30 55 107 12 83 8 66 83
split_gain=1.10808 3.02616 2.41647 3.64642 2.914 2.78596 2.56877 2.60041 3.35598 2.6155 2.24426 2.65115 2.36458 2.14373 2.05487 2.05431 2.00207 1.97227 2.36955 2.33292 3.28782 2.70503 3.02561 2.54361 2.84257 2.47499 2.41224 2.39902 2.24753 2.19819
threshold=1.0000000180025095e-35 17.94999980926514 0.6755644977092744 6.0050001144409189 1009.8500061035157 12.750000000000002 1010.0499877929689 -0.59990689158439625 -0.97708913683891285 1009.4500122070314 5.9849998950958261 95.500000000000014 0.83499997854232799 0.56638467311859142 0.9238443672657014 0.66259482502937328 0.65691834688186657 14.039999961853029 -0.86840498447418202 2.4150000810623173 0.99353402853012096 1.5249999761581423 1014.5499877929689 2.0349999666213994 -0.99983343482017506 1.5950000286102297 254.43238830566409 6.0499999523162851 1.7549999952316286 308.88490295410162
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 -4 -2 15 9 -9 -8 11 -3 -13 -10 17 -7 -5 19 -19 20 21 23 -23 24 -11 -24 27 -21 -28 -25
right_child=1 10 3 16 -6 6 7 8 13 14 -12 12 -14 -15 -16 -17 -18 18 -20 26 -22 22 25 29 -26 -27 28 -29 -30 -31
leaf_value=3.3568682055510917e-06 -0.0029419544685244845 -0.010761469464826708 0.0087220130022615198 -0.0076434403118636352 -0.010367269893857271 -0.0052902094915331221 0.012957968839091828 -0.0099472626835662645 0.0031660664794077027 0.012285026357546615 -0.0057965110886194146 -0.0014290493706522406 0.010641876472135995 0.015096879024131342 0.0033861125576115955 0.0064234503367472263 0.0022451873349052841 0.0025016804543624999 -0.0023405293039751624 -0.0051347839102215539 0.017710385337471962 -0.0028747306659053537 0.021935388181478749 0.0027588611988359321 -0.0039602566216668253 0.0055772127680848924 -0.014454240704837598 -0.021018039488181886 -0.0020288849890172053 -0.0060134904210044204
leaf_weight=1318852 1032 21 22 68 219 344 37 47 641 28 46 53 173 40 329 42 207 792 371 70 25 78 31 421 703 91 38 36 861 86
leaf_count=1318852 1032 21 22 68 219 344 37 47 641 28 46 53 173 40 329 42 207 792 371 70 25 78 31 421 703 91 38 36 861 86
internal_value=3.81256e-08 -0.000629555 -0.000848377 -0.00413478 -0.00862468 -0.000572325 -9.38554e-05 0.00022653 0.002975 -0.000274068 0.0043436 0.00623204 0.00781108 0.00386685 -0.000397701 -0.00401567 -0.000200001 -0.000740547 0.000957003 -0.00154049 -0.000266374 -0.000578905 0.00481647 -0.00145053 -0.003338 0.0097338 -0.00339524 -0.0105291 -0.00255409 0.00127085
internal_weight=1.3258e+06 6952 6659 516 241 6143 5111 4725 728 3997 293 247 226 681 3960 386 275 3631 1163 2468 1463 1438 200 1238 731 122 1005 106 899 507
internal_count=1325804 6952 6659 516 241 6143 5111 4725 728 3997 293 247 226 681 3960 386 275 3631 1163 2468 1463 1438 200 1238 731 122 1005 106 899 507
is_linear=0
shrinkage=0.05


Tree=305
num_leaves=31
num_cat=0
split_feature=56 8 19 102 126 21 35 87 52 27 99 11 56 107 121 96 122 89 62 87 104 76 14 39 101 72 28 102 53 120
split_gain=1.37775 1.91649 2.49905 2.88281 3.62694 2.86576 3.69356 2.46628 2.55343 3.70929 3.46376 3.25696 3.93656 4.78825 3.3532 2.95587 3.19537 2.82769 2.72024 3.32104 3.24787 2.66061 2.44722 2.43623 2.40343 2.4002 2.67524 2.38261 2.51489 2.35455
threshold=308.38565063476568 10.150000095367433 5.4100000858306894 -0.20500077307224271 0.70088258385658275 5.7850000858306894 13.150000095367433 0.89656713604927074 1.3049999475479128 351.50000000000006 -0.20948752015829084 3.9500000476837163 312.05314636230474 -0.38276757299900049 -0.60873827338218678 -0.59359100461006153 -0.97625884413719166 0.29204832017421728 0.42103128135204321 0.87703782320022594 -0.75308835506439198 28.454999923706058 1.0249999761581423 11.949999809265138 -0.73970699310302723 0.50256356596946727 1013.6499938964845 -0.90518909692764271 1.4950000047683718 -0.74892720580101002
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 -4 6 -6 8 9 11 21 14 13 17 -2 16 -16 -13 19 20 -17 -11 -10 -15 -18 -22 -27 -8 -29 -14
right_child=1 2 3 -5 5 -7 27 -9 22 10 -12 12 29 23 15 18 24 -19 -20 -21 25 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-6.8365776120532034e-06 -0.00054629344011103236 -0.0037943057962419357 -3.2969629908737572e-05 0.00056431222390951568 0.0016218599371330918 -0.0037167276026483509 0.003418970006801512 -0.0013899827498572619 -0.0029119479132246016 0.010490239650715848 -0.0053220385907306565 0.001349068971018174 0.002267486326603689 0.027614539861679079 0.019447162573536236 0.026875617681071162 0.01878877626327069 0.018439732518835138 -0.0062862704601138828 0.029917975634336472 -0.0060755010539044942 0.033125338591635231 3.0222743993443716e-05 0.005858739406209101 0.002403628870587302 -0.00085814097523689284 0.020971341512631626 0.033842344914696051 0.015595595538616181 -0.0014472064833904053
leaf_weight=1262838 476 323 187 24099 53 33 23 2906 724 37 21 350 541 31 30 22 23 26 20 25 30 20 29697 22 831 25 32 28 58 2017
leaf_count=1262838 476 323 187 24099 53 33 23 2906 724 37 21 350 541 31 30 22 23 26 20 25 30 20 29697 22 831 25 32 28 58 2017
internal_value=4.52275e-06 0.000233274 0.000574976 0.000632624 0.00494217 0.0097132 0.0124489 9.67923e-06 0.000125891 0.00122667 0.012037 0.00103933 8.17693e-05 0.0045141 0.00292853 0.00452199 0.00340834 0.00253087 0.0109146 0.0134819 0.00971218 0.0184324 -3.9799e-05 0.0185838 0.00284492 0.005372 0.011397 0.0177135 0.0215364 -0.000661574
internal_weight=1.32555e+06 62710 24804 24481 382 195 162 37906 35000 4579 78 4501 2987 429 1514 1038 884 376 154 134 109 57 30421 53 854 87 57 109 86 2558
internal_count=1325548 62710 24804 24481 382 195 162 37906 35000 4579 78 4501 2987 429 1514 1038 884 376 154 134 109 57 30421 53 854 87 57 109 86 2558
is_linear=0
shrinkage=0.05


Tree=306
num_leaves=31
num_cat=2
split_feature=38 112 77 67 20 136 8 109 15 36 31 130 36 87 65 62 136 28 70 31 114 0 21 35 59 106 99 113 7 63
split_gain=1.3809 1.17397 3.1082 5.42698 4.24163 5.19049 5.04063 4.51681 4.24282 4.73913 4.88422 4.06244 5.88362 4.0516 3.42819 3.27136 3.05416 4.67205 4.3784 3.27814 3.09725 2.80432 2.84055 2.77488 3.26252 3.74572 5.08526 3.6491 3.33236 4.18708
threshold=24.150000572204593 -0.39873388409614557 2.0949999094009404 2.3149999380111699 6.9149999618530282 0 10.34999990463257 0.90083682537078869 1.325000047683716 13.250000000000002 1009.3500061035157 6.5000000000000009 15.949999809265138 0.62651544809341442 5.2650001049041757 0.49594484269618994 1 1007.5499877929689 324.90495300292974 1012.0499877929689 0.44618082046508795 69.500000000000014 5.3849999904632577 14.650000095367433 280.28019714355474 -0.46778336167335505 -0.50165089964866627 -0.46173103153705591 10.34999990463257 0.34480112791061407
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 -1 11 15 5 -5 -7 8 9 10 -8 14 -13 -12 -3 16 19 18 -18 21 -21 -4 -23 24 28 26 -26 -27 -19 -30
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 13 12 -14 -15 -16 -17 17 23 -20 20 -22 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=-1.1487470785379231e-05 0.012530989943744235 -6.1804807293623415e-06 0.00058477033041417603 0.0013262340281151278 0.00072743023241484599 -0.001421966468380933 0.026184115434686347 0.0025704432714175915 -0.0011575179205551096 -0.0015609947921901245 0.022000978261260601 -0.0091556319374591112 0.0081639529139063034 0.0031729828131463311 -0.0042405039489897562 7.7169828307393953e-05 -0.0067107729443647421 -0.00070594779319181763 0.0164486890245991 0.0019028449606101308 0.00987079980632833 0.016486195633924394 0.0061289033705643134 0.002059707015821944 0.0047876778547501333 -0.0095782500422698126 0.022249428436160089 0.0023551422715542419 0.0012773522182523674 0.01310636769240895
leaf_weight=1194625 22 76888 125 3523 13872 10737 33 1710 3369 231 33 250 61 213 481 5545 282 3556 22 3074 127 98 204 5191 251 74 50 477 327 97
leaf_count=1194625 22 76888 125 3523 13872 10737 33 1710 3369 231 33 250 61 213 481 5545 282 3556 22 3074 127 98 204 5191 251 74 50 477 327 97
internal_value=4.29661e-06 4.0887e-06 0.00014624 0.000440591 5.66409e-05 -0.000412158 -0.000787617 0.00042962 -0.000514131 0.00373601 0.0081217 -5.54299e-05 -0.00575854 0.00569869 -3.25051e-05 0.00110455 0.00151278 0.0010708 -0.00503476 0.0027603 0.00221897 0.006883 0.00948988 0.00125705 0.000394754 0.00320281 0.0076883 0.000752473 -0.000206366 0.00398352
internal_weight=1.32555e+06 1.32553e+06 130901 53221 33721 19849 16326 5589 3879 510 279 77680 311 246 77369 19500 13955 10327 304 3628 3201 427 302 10023 4832 852 301 551 3980 424
internal_count=1325548 1325526 130901 53221 33721 19849 16326 5589 3879 510 279 77680 311 246 77369 19500 13955 10327 304 3628 3201 427 302 10023 4832 852 301 551 3980 424
cat_boundaries=0 1 2
cat_threshold=4256 583
is_linear=0
shrinkage=0.05


Tree=307
num_leaves=31
num_cat=2
split_feature=38 17 25 93 77 136 109 113 65 31 134 136 132 36 83 89 35 28 101 65 21 63 116 107 117 72 6 87 34 62
split_gain=1.24626 1.11508 4.116 6.0895 5.55914 4.16082 4.55936 3.97685 3.59171 3.38194 3.22917 3.02666 3.01346 4.08475 2.9443 2.81833 2.69199 2.73474 3.02957 2.68388 2.52078 2.88371 2.4645 2.4277 4.74901 4.3592 5.06466 6.61887 5.37483 4.09648
threshold=24.150000572204593 13.344999790191652 196.50000000000003 -0.92025494575500477 1.9149999618530276 0 0.067860588431358351 -0.88697704672813404 5.3450000286102304 1014.0499877929689 1017.8500061035157 1 1015.3500061035157 16.050000190734867 301.71199035644537 1.0000000180025095e-35 11.84999990463257 1014.1499938964845 -0.081480994820594774 0.40500000119209295 7.2650001049041757 0.60616210103034984 0.87032255530357372 -0.7617298662662505 -0.87878364324569691 0.72853541374206554 1.0000000180025095e-35 0.48605555295944219 18.550000190734867 0.43604366481304174
decision_type=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 2 2 2
left_child=1 23 4 7 8 10 9 -4 12 -7 20 -9 -3 -14 19 -5 17 -16 -19 -8 21 22 -6 24 -1 26 27 -26 -29 -30
right_child=-2 2 3 15 5 6 14 11 -10 -11 -12 -13 13 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0010158107728539898 0.011904440242373809 5.4139810240808738e-06 -0.0039875323613125738 -8.4672029419626002e-05 0.0015674109257162187 0.00036403983526108976 0.019043070848353886 0.0012708582906291962 -0.0073416717296432973 -0.0061528779118575107 -0.016753539156828388 -0.0012399106722891758 -0.013746851110072048 0.010548197383997666 0.0024877951849052869 -0.0028380217161266693 0.0003122888000533038 -0.0097221992197891651 -0.0022287919528437938 0.0015278819277846402 0.0029100530045074488 -0.0016307912176887079 -0.0069901628830634499 -2.1523766592794767e-05 0.025339651017760242 1.4004841253316149e-05 0.0003409234157995644 0.0015528661041560707 0.021690746225116742 0.0024417019601409829
leaf_weight=8442 22 41126 1178 335073 8252 347 22 1362 168 467 24 9760 81 22 221 932 5670 170 653 3737 2828 818 85 618288 30 159737 120767 5155 59 52
leaf_count=8442 22 41126 1178 335073 8252 347 22 1362 168 467 24 9760 81 22 221 932 5670 170 653 3737 2828 818 85 618288 30 159737 120767 5155 59 52
internal_value=4.08228e-06 3.88477e-06 -6.4283e-05 -0.000132309 0.00030198 0.000919874 0.000229607 -0.00122501 -4.57081e-05 -0.00337478 0.00156725 -0.000932414 -1.59785e-05 -0.00855762 0.000509973 -9.23092e-05 -0.000117321 -0.00245055 -0.00377664 0.00163039 0.00160525 0.0012022 0.00148016 3.47364e-05 0.000152955 0.000187478 0.00040729 0.00192068 0.00178727 0.0126732
internal_weight=1.32555e+06 1.32553e+06 412996 348305 64691 23294 11287 12300 41397 814 12007 11122 41229 103 10473 336005 6714 1044 823 3759 11983 9155 8337 912530 294242 285800 126063 5296 5266 111
internal_count=1325548 1325526 412996 348305 64691 23294 11287 12300 41397 814 12007 11122 41229 103 10473 336005 6714 1044 823 3759 11983 9155 8337 912530 294242 285800 126063 5296 5266 111
cat_boundaries=0 1 2
cat_threshold=1121 4160
is_linear=0
shrinkage=0.05


Tree=308
num_leaves=31
num_cat=0
split_feature=56 8 19 102 126 61 30 34 87 52 27 88 78 72 11 59 87 88 107 38 4 89 121 120 80 106 29 22 61 126
split_gain=1.22441 1.69538 2.26182 2.59204 3.26174 2.6664 2.77739 2.58385 2.21998 2.2837 3.35079 5.43843 3.90479 5.16023 3.24811 3.18521 3.18382 3.12023 4.29635 3.92534 4.46197 2.93899 2.8579 2.82795 2.93216 2.89001 4.28888 3.91588 3.62254 2.88516
threshold=308.38565063476568 10.150000095367433 5.4100000858306894 -0.20500077307224271 0.70088258385658275 0.29077567160129553 1015.0499877929689 12.449999809265138 0.89656713604927074 1.3350000381469729 343.50000000000006 -0.51401767134666432 22.73499965667725 0.80877426266670238 3.9500000476837163 136.96754455566409 0.85869845747947704 -0.64525488018989552 -0.33163261413574213 12.250000000000002 3.8500000238418584 0.43079625070095068 -0.55191597342491139 -0.74892720580101002 267.37940979003912 -0.83736538887023915 1012.9500122070314 5.9849998950958261 0.4416909813880921 0.87878364324569713
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 4 -4 6 -6 -7 9 10 14 12 16 -14 22 -13 -12 18 21 20 -20 -16 -2 29 -25 26 27 -26 -28 -19
right_child=1 2 3 -5 5 7 -8 -9 -10 -11 11 15 13 -15 17 -17 -18 23 19 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=-6.830379383618258e-06 -0.00027411657818071227 -0.0036158140925344529 -3.5830176644585035e-05 0.00053097993468488385 0.028796693926366669 -0.0066563548096878963 0.0059764957715136317 0.0093297980695583489 -0.0013187128357473302 -3.8962549970886483e-05 0.017855398755135209 0.013439760559463297 0.040325693813739003 0.0077037879604507573 0.00036034017854788807 -0.0060025257766004904 -0.0060038950190775923 0.00091605926649752022 0.005242565330117941 0.0020750277027811693 0.036927638873457909 0.01158216327638647 0.0042861968093604978 -0.0087278451295005107 0.003397031452958331 -0.002928777135964687 -0.0027561234746674439 0.029342836420535326 0.017136993330831712 0.01525735266458912
leaf_weight=1262838 522 323 187 24099 30 33 24 108 2906 30332 29 29 27 22 990 77 27 348 20 46 25 62 1005 165 33 959 191 26 26 39
leaf_count=1262838 522 323 187 24099 30 33 24 108 2906 30332 29 29 27 22 990 77 27 348 20 46 25 62 1005 165 33 959 191 26 26 39
internal_value=3.87818e-06 0.000219524 0.000540912 0.000595755 0.00468219 0.00920664 0.0186544 0.00558836 9.22283e-06 0.000119479 0.00114901 0.00730586 0.0153712 0.0256791 0.00085754 -0.00068341 0.00635181 -0.000116889 0.00192329 0.0123461 0.0228454 0.0010217 0.00272727 -0.00142183 -0.0024676 -0.00163121 0.00287738 0.0148308 -0.000372616 0.00236131
internal_weight=1.32555e+06 62710 24804 24481 382 195 54 141 37906 35000 4668 211 105 49 4457 106 56 2930 1143 91 45 1052 1527 1787 1400 1235 276 59 217 387
internal_count=1325548 62710 24804 24481 382 195 54 141 37906 35000 4668 211 105 49 4457 106 56 2930 1143 91 45 1052 1527 1787 1400 1235 276 59 217 387
is_linear=0
shrinkage=0.05


Tree=309
num_leaves=31
num_cat=1
split_feature=38 56 86 96 27 8 99 31 23 88 86 97 87 52 79 70 23 120 90 30 86 136 67 61 20 13 10 62 79 26
split_gain=1.12444 1.10193 1.61278 3.86708 3.40104 4.43026 2.63887 2.72998 2.43535 2.36439 3.62294 2.74457 2.68149 4.78683 2.60387 2.32273 2.15999 2.13949 2.13186 2.08653 2.07943 2.08867 3.85444 3.53531 4.73868 3.24144 2.86084 5.78703 2.81148 3.47606
threshold=24.150000572204593 308.38565063476568 0.87003442645072948 -0.99857756495475758 343.50000000000006 1.5500000119209292 -0.99627655744552601 1013.8500061035157 5.1749999523162851 -0.48643346130847925 0.86436614394187938 -0.65816375613212574 0.86332264542579662 1.7749999761581423 33.545000076293952 281.23951721191412 5.7449998855590829 -0.63605400919914235 0.1423088684678078 1015.1499938964845 0.73622271418571483 0 2.1149998903274541 0.37132018804550176 7.8949999809265146 2.5349999666213994 5.4500000476837167 0.46247714757919317 5.8650000095367441 342.50000000000006
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 -1 4 6 20 -6 -4 16 -5 10 11 12 13 -7 -12 -9 -8 18 -10 -20 -3 22 25 -24 -25 26 -22 28 -28 -30
right_child=-2 2 3 8 5 9 7 15 17 -11 14 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-6.6622509684211801e-06 0.011307462385262956 -0.0005736985882256535 -0.0047901792271483334 -0.0024521161035213172 0.019884567655240881 0.028503514489691174 0.011589108905560959 0.013515446545898159 0.00062987383399751263 4.2864536497228108e-05 0.0081984543926002275 0.0002240373285262323 -0.00027684935808388721 0.0057460311502355206 0.031316772529057096 -0.0063976183324552117 0.032497004295388862 -0.00039053118516700776 0.010395083404701511 -0.0019411645302316175 0.002325223732779744 0.00031180094976486923 -0.0021076671809876443 0.0036257221372935121 -2.6076967863806786e-05 -0.0066577219070766032 0.01980097343635169 0.035989572030181688 -0.0019867845905190778 0.021098820619623773
leaf_weight=1262817 22 5652 31 1147 39 35 30 32 4742 435 29 237 54 68 21 27 21 14224 109 50 93 31167 720 1715 1843 37 42 24 63 22
leaf_count=1262817 22 5652 31 1147 39 35 30 32 4742 435 29 237 54 68 21 27 21 14224 109 50 93 31167 720 1715 1843 37 42 24 63 22
internal_value=3.68427e-06 3.49666e-06 0.000208074 -0.000156922 0.000384229 0.00339439 0.00809485 0.0117261 -0.000214317 0.00266275 0.00522952 0.00362056 0.00874779 0.0134792 0.0179081 0.00440269 0.0201982 -8.01071e-05 0.000820826 0.00651576 0.000317447 0.00045843 0.00145696 0.00108755 0.00173414 0.00713277 0.00922395 0.0134728 0.0092177 0.00398831
internal_weight=1.32555e+06 1.32553e+06 62709 20413 42296 918 141 110 20272 879 444 394 157 103 50 59 51 19125 4901 159 41378 35726 4559 4278 3558 281 244 151 127 85
internal_count=1325548 1325526 62709 20413 42296 918 141 110 20272 879 444 394 157 103 50 59 51 19125 4901 159 41378 35726 4559 4278 3558 281 244 151 127 85
cat_boundaries=0 1
cat_threshold=16
is_linear=0
shrinkage=0.05


Tree=310
num_leaves=31
num_cat=2
split_feature=92 19 19 20 98 16 92 76 23 29 23 30 124 30 91 72 64 53 79 27 72 79 33 25 136 77 85 136 17 4
split_gain=1.50077 4.77222 4.97951 5.39945 4.42349 4.10978 4.1047 3.86131 4.0069 3.76925 3.85148 4.12701 3.80304 3.90459 4.16516 3.71521 4.03573 3.50955 5.01193 3.55938 3.2902 3.24854 5.38306 3.21679 3.26998 3.95424 3.82438 3.42245 3.4042 3.15531
threshold=-0.67765301465988148 10.405000209808351 11.775000095367433 6.5350000858306894 0.09680477157235147 6.9049999713897714 -0.21159716695547101 0.69499999284744274 9.9749999046325701 1018.5499877929689 5.6250000000000009 1020.8500061035157 -0.43049471080303187 1011.1499938964845 0.022285831160843376 0.5908685326576234 8.1050000190734881 4.4749999046325692 2.2949999570846562 282.50000000000006 0.56108209490776073 5.6649999618530282 19.150000572204593 123.50000000000001 0 5.0650000572204599 0.86682078242301952 1 10.405000209808351 0.65000000596046459
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 1 2 2
left_child=1 5 4 9 17 -1 -2 -5 -9 12 11 -11 13 14 -4 16 23 18 -3 -19 -15 -18 -23 -7 -25 -26 28 -28 29 -27
right_child=6 2 3 7 -6 15 -8 8 -10 10 -12 -13 -14 20 -16 -17 21 19 -20 -21 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.00074655119492839323 0.00031608483173560867 0.0004382907794846392 0.0022959116919003069 -0.0026047849699745943 0.0052201455696125089 -0.0058905572477708423 -1.7831481769645518e-05 0.00042158586423175304 -0.003105880062668384 0.004824415490483719 -0.00043397137668905713 -0.0014907734275634681 -0.001105334655654047 0.00077116977369903533 0.01327222361970617 -5.0239407256101243e-06 -0.0013236104745019534 -0.002856389410348006 -0.0020960480035786466 0.00043051901982521854 -0.0026253535043027688 0.0058059125898227331 0.032368051330558957 9.033052692772713e-05 0.00020446580104250165 0.0096203490879378049 0.0024431877464267046 -0.00075705703214600038 0.000666378940851743 0.0033580333190566152
leaf_weight=12724 100966 2367 732 1159 271 189 1040276 31740 826 926 2042 359 24217 2419 98 59708 159 1004 11095 4585 1011 412 20 13004 5691 216 1501 1863 1209 2925
leaf_count=12724 100966 2367 732 1159 271 189 1040276 31740 826 926 2042 359 24217 2419 98 59708 159 1004 11095 4585 1011 412 20 13004 5691 216 1501 1863 1209 2925
internal_value=-9.67824e-06 -0.000141998 -0.000417556 -0.000209565 -0.00112294 9.27044e-05 1.17102e-05 0.000231186 0.000332116 -0.000676938 0.000915555 0.00306009 -0.00086299 0.000514674 0.00359191 0.000215593 0.000700077 -0.00121317 -0.00165044 -0.000159937 -0.000229963 0.00478671 0.00703564 0.000609273 0.00065579 0.00120337 0.00194187 0.000675888 0.0029209 0.00378868
internal_weight=1.32571e+06 184472 84851 65529 19322 99621 1.14124e+06 33725 32566 31804 3327 1285 28477 4260 830 86897 27189 19051 13462 5589 3430 591 432 26598 26409 13405 7714 3364 4350 3141
internal_count=1325714 184472 84851 65529 19322 99621 1141242 33725 32566 31804 3327 1285 28477 4260 830 86897 27189 19051 13462 5589 3430 591 432 26598 26409 13405 7714 3364 4350 3141
cat_boundaries=0 1 2
cat_threshold=1233 544
is_linear=0
shrinkage=0.05


Tree=311
num_leaves=31
num_cat=2
split_feature=92 136 4 34 30 105 4 67 108 52 89 2 11 136 13 32 73 35 74 36 119 43 92 125 34 7 31 87 74 19
split_gain=1.35436 4.71131 3.98817 6.78826 4.54513 4.5206 5.53526 4.41053 4.3773 4.36234 4.82163 4.44122 4.20852 4.00879 3.97471 5.08596 4.88627 4.12456 4.35685 3.80313 4.14428 3.72642 3.70449 3.68745 3.63587 3.55881 3.4943 3.46156 3.43524 3.36144
threshold=-0.67765301465988148 0 4.8500001430511483 9.4499998092651385 1022.4500122070314 -0.94761517643928517 7.9500000476837167 1.1150000095367434 -0.44900047779083246 2.8149999380111699 0.096310198307037367 162.50000000000003 3.9500000476837163 1 1.5149999856948855 12.34999990463257 0.72021886706352245 8.3499999046325701 0.67232361435890209 13.34999990463257 -0.9914070963859557 9.1500000953674334 -0.21159716695547101 0.89490029215812694 16.150000572204593 5.7500000000000009 1019.2500000000001 0.84048974514007579 0.8095749318599702 10.405000209808351
decision_type=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 2 2
left_child=1 14 4 19 8 6 12 -7 13 21 11 27 -5 24 16 17 -1 18 -16 -4 -21 25 -2 -9 -3 28 -22 -11 -10 -23
right_child=22 2 3 5 -6 7 -8 23 9 10 -12 -13 -14 -15 15 -17 -18 -19 -20 20 26 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00076014608829372277 0.00030028059041894387 0.00039060123009578463 0.0031896161249477745 -0.0024672919284916914 -0.0026700418361098517 0.00089811917206453467 -0.005162871900678578 -0.00030290723177062097 0.00057801331884803733 -0.0012122203957804494 0.0023644854677094089 0.00077901707248835864 9.0348204689953324e-05 0.0026639301293078653 -0.0053469287312549098 0.00016682466970289721 -0.0029224440184930345 -0.0020991321696150161 0.022829790328464966 -0.017891627340892179 -0.0021898524960593355 0.00024558764003913743 -1.6939907636039032e-05 -0.001945693971626384 -0.0096832323873415598 -0.0010410990691722024 0.011314906300130217 0.00058091858739631099 -0.00097988510088371479 -0.0018235076092514531
leaf_weight=19009 100966 316 1995 2938 1333 6980 945 33098 22157 6195 3438 24358 3554 3010 23 20849 3029 3490 34 37 371 3041 1040276 3809 125 5776 55 4759 4211 5537
leaf_count=19009 100966 316 1995 2938 1333 6980 945 33098 22157 6195 3438 24358 3554 3010 23 20849 3029 3490 34 37 371 3041 1040276 3809 125 5776 55 4759 4211 5537
internal_value=-9.19366e-06 -0.000134894 1.16785e-05 -0.000324708 0.000226401 -0.000447639 -0.00158756 -0.000254469 0.000272962 0.000197261 0.000577014 0.000402984 -0.00106713 0.00201625 -0.0005705 -0.000130948 -0.00105734 -0.00188123 0.0114602 0.00224214 -0.0018404 -0.000164102 1.11247e-05 -0.000472452 -0.00241014 8.29815e-05 -0.00044628 -0.000433185 0.000329215 -0.00108999
internal_weight=1.32571e+06 184472 138038 53782 84256 51324 7437 43887 82923 79472 38750 35312 6492 3451 46434 24396 22038 3547 57 2458 463 40722 1.14124e+06 36907 441 32144 426 10954 26368 8578
internal_count=1325714 184472 138038 53782 84256 51324 7437 43887 82923 79472 38750 35312 6492 3451 46434 24396 22038 3547 57 2458 463 40722 1141242 36907 441 32144 426 10954 26368 8578
cat_boundaries=0 1 2
cat_threshold=5392 513
is_linear=0
shrinkage=0.05


Tree=312
num_leaves=31
num_cat=3
split_feature=84 35 114 52 30 7 79 88 136 101 79 92 136 123 61 76 56 23 122 136 29 61 106 1 24 101 122 65 22 53
split_gain=1.27823 4.76465 4.54166 3.95335 5.0167 4.06721 3.74428 4.3216 3.62481 3.35199 3.31049 4.52573 3.90393 4.16927 3.85161 3.42276 4.39953 4.19368 4.0295 5.12152 4.35236 4.42866 3.80949 3.57267 3.39017 3.20347 3.1909 3.1166 3.733 3.09531
threshold=0.86003756523132335 16.650000572204593 -0.64942333102226246 0.10500000044703485 1010.2500000000001 5.7500000000000009 33.545000076293952 -0.79163849353790272 0 -0.47226877510547632 10.305000305175783 -0.087049528956413255 1 -0.44618082046508784 0.38686342537403112 24.564999580383304 166.81924438476565 5.4049999713897714 -0.50751903653144825 2 1016.2500000000001 0.31059078872203832 -0.78617134690284718 346.50000000000006 127.50000000000001 -0.4283666312694549 -0.73724925518035878 1.735000014305115 5.5450000762939462 0.76499998569488536
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 27 7 -7 -4 -9 12 15 13 24 -14 16 26 -17 19 20 -19 22 -22 -21 -5 -16 -12 28 -6 -28
right_child=1 2 8 10 5 6 -8 9 -10 -11 11 -13 14 -15 25 17 -18 18 -20 23 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=1.3314211715314383e-05 -0.0020375458954170473 -0.0013973385962268718 -0.0025914539824679543 0.018113820377870331 0.0026862221912025289 0.0019621992017866655 0.0035741474926124627 0.0075053122768366943 0.0011114082267204459 -0.0024385749222004464 -0.00094367367910796096 -0.00021232276555883698 -0.001424800163414475 -0.00051667168098166018 -0.0023496663128848841 -0.0023788007732746122 0.0004979534895078522 -0.00081948311643960283 -0.0009756279103819974 0.0026277795623745456 0.015521724821705066 0.00043544406826330245 0.0041386479736768272 0.023347585129418546 0.00069752011257056428 -0.00025336494990890935 -0.00046372284261068627 0.0051168803027696989 -0.0018533502445321739 0.0045635990178724281
leaf_weight=1103241 1180 12761 795 28 2315 1124 701 89 3692 1774 485 68965 11859 13254 1935 2016 38602 4015 5313 2237 98 756 294 21 13378 31329 380 938 563 1576
leaf_count=1103241 1180 12761 795 28 2315 1124 701 89 3692 1774 485 68965 11859 13254 1935 2016 38602 4015 5313 2237 98 756 294 21 13378 31329 380 938 563 1576
internal_value=-8.73297e-06 -0.000118065 -0.000916229 -5.09835e-05 0.000993025 0.00146958 0.000285502 -0.00048629 0.000452042 -0.00196353 -9.71121e-05 5.8544e-05 -0.00036764 0.000112135 -0.000650987 0.000393359 0.00062813 -0.00025991 7.55453e-05 0.000828124 -4.3135e-05 0.00267168 0.00698442 0.00280804 0.000733896 -0.000375309 0.00268674 0.00261394 0.00179818 0.00358692
internal_weight=1.32571e+06 222473 17248 205225 8684 7504 3688 2987 4487 1863 196541 124758 71783 26660 45123 55793 41043 14750 12734 7421 5163 1148 392 2258 13406 33264 2441 3816 2878 1956
internal_count=1325714 222473 17248 205225 8684 7504 3688 2987 4487 1863 196541 124758 71783 26660 45123 55793 41043 14750 12734 7421 5163 1148 392 2258 13406 33264 2441 3816 2878 1956
cat_boundaries=0 1 2 3
cat_threshold=4353 816 1890
is_linear=0
shrinkage=0.05


Tree=313
num_leaves=31
num_cat=2
split_feature=92 136 54 89 126 30 136 25 4 104 22 71 132 30 23 115 20 86 67 21 122 38 86 88 92 88 23 72 33 127
split_gain=1.25907 4.23395 4.01559 5.43414 3.77329 4.03987 4.62646 3.93916 6.56951 5.4803 4.09742 3.77764 3.60934 4.54636 4.74889 4.90994 3.82237 3.73891 3.48799 3.47283 3.42185 3.41628 3.40303 3.36137 3.33931 3.7802 3.27396 3.25474 3.06328 4.10591
threshold=-0.67765301465988148 0 3.554999947547913 -0.85777553915977467 0.83385404944419872 1020.7500000000001 1 301.50000000000006 7.0499999523162851 -0.83571118116378773 4.5050001144409189 268.73684692382818 1015.4500122070314 1014.9500122070314 9.3150000572204608 -0.66259482502937306 5.6549999713897714 0.6350938379764558 5.5250000953674325 4.5750000476837167 -0.62249094247817982 8.6500000953674334 0.53706160187721264 0.042868120595812804 -0.21159716695547101 1.0000000180025095e-35 7.5050001144409189 0.38592700660228735 14.050000190734865 0.53727915883064281
decision_type=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 2
left_child=1 2 3 -1 5 7 20 8 -3 -10 -9 -8 13 14 15 17 -17 -4 28 -15 21 -7 -21 -12 -2 -26 -6 -25 -11 -30
right_child=24 4 12 -5 26 6 11 10 9 18 23 -13 -14 19 -16 16 -18 -19 -20 22 -22 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=0.00049132466979286474 0.00028582770424681391 0.00016101386301409833 0.0082053197591218149 -0.0014470079127328352 -0.0007745929782248767 0.016628680180607213 -0.0093365286577762191 0.005032969944601234 -0.0025376564354448426 0.0020089024568336424 0.00033251802573269393 -0.0025644704781064942 -0.0033337322861926181 0.017439041523119578 -0.0040988343464918083 -0.0013988433579938968 0.0020338926017504158 -0.00050182362149799444 -0.0017630425448694207 -0.0091234518798083315 -0.0019416447419856879 0.0012037307091638846 -0.0007546522683287303 -0.0016630387724055639 -7.3686355739153134e-06 -0.0011533200809609508 0.00088866859915122636 0.0020370996322948086 -0.0044633168874142126 0.0014493835261195408
leaf_weight=4582 100966 61241 126 17149 21569 37 259 514 4421 2090 31609 1005 837 26 520 924 6628 5736 2076 123 1402 1203 9783 669 1033029 7247 3429 5324 527 663
leaf_count=4582 100966 61241 126 17149 21569 37 259 514 4421 2090 31609 1005 837 26 520 924 6628 5736 2076 123 1402 1203 9783 669 1033029 7247 3429 5324 527 663
internal_value=-8.29688e-06 -0.000129494 -0.000542443 -0.00103831 9.45458e-06 0.000132388 -0.00144759 0.000188937 -3.11333e-05 -0.0012347 0.000598973 -0.00392108 -0.000106454 6.72892e-06 0.000589359 0.000771099 0.00161389 -0.000314669 -0.000159204 -0.000810666 -0.00024843 0.00166399 -0.000858565 0.000538363 1.12936e-05 -1.53518e-05 -0.000546442 0.00162405 0.000855908 -0.0011691
internal_weight=1.32571e+06 184472 46434 21731 138038 113040 3906 109134 71018 9777 38116 1264 24703 23866 13934 13414 7552 5862 5356 9932 2642 1240 9906 37602 1.14124e+06 1.04028e+06 24998 5993 3280 1190
internal_count=1325714 184472 46434 21731 138038 113040 3906 109134 71018 9777 38116 1264 24703 23866 13934 13414 7552 5862 5356 9932 2642 1240 9906 37602 1141242 1040276 24998 5993 3280 1190
cat_boundaries=0 1 2
cat_threshold=5392 226
is_linear=0
shrinkage=0.05


Tree=314
num_leaves=31
num_cat=2
split_feature=23 52 56 16 56 65 79 68 23 107 72 136 16 16 38 93 136 31 83 28 19 39 64 43 7 90 121 42 84 29
split_gain=1.22556 3.65528 3.23125 4.38412 3.47446 3.43669 3.16927 4.55424 4.49737 4.03731 4.92533 5.20047 4.13731 3.89529 4.13332 3.66175 3.5666 6.1737 4.39615 4.36604 3.79699 3.59588 3.88366 3.71897 4.22801 3.97218 4.28515 3.59974 3.82473 3.87138
threshold=7.3450000286102304 4.9649999141693124 183.57373809814456 11.120000362396242 253.38579559326175 6.4049999713897714 12.534999847412111 281.06716918945318 5.1150000095367441 -0.69195878505706776 0.76051568984985363 0 6.9049999713897714 10.405000209808351 19.44999980926514 -0.83023664355278004 1 1018.8500061035157 279.78112792968756 1029.049987792969 11.775000095367433 15.150000095367433 5.4249999523162851 11.050000190734865 4.0499999523162851 -0.47864925861358637 -0.33379416167736048 7.3500001430511483 0.82730859518051159 1018.4500122070314
decision_type=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 2 2 2 2
left_child=1 6 -3 4 -4 -6 7 -1 -8 10 12 15 -10 -14 -15 -12 17 21 -19 -20 -18 22 -9 -24 25 26 -25 28 29 -23
right_child=-2 2 3 -5 5 -7 8 16 9 -11 11 -13 13 14 -16 -17 20 18 19 -21 -22 27 23 24 -26 -27 -28 -29 -30 -31
leaf_value=8.3014719093038236e-06 5.4448714694933292e-05 0.00077559429051069655 -0.00013401532340415976 -0.00014857211695697045 -0.0023592760840602761 -0.00085716317184189475 -0.00087785196579575611 -0.0023284382128917857 -0.00021171835487716006 -2.0434507402333411e-05 -0.00070762568164949816 -0.00037217641166011224 0.0016187617406008905 -0.00035461966348311049 0.011996249953770768 0.0017004959498398966 -0.00070946802305160619 -0.0010252449670137284 0.0035844245205114197 0.022815146011610828 0.00018839207389090255 0.014066503282275891 -0.00033387849727277126 0.0082963764094389405 0.0011687747957107942 0.0020444436535970974 0.035624231782276188 -0.00057120424738621065 0.001743582801703932 -0.0058378043596568549
leaf_weight=518533 494475 6776 13062 86136 4697 20114 8133 2364 5177 42581 2073 17393 20406 3709 69 6619 53996 601 1824 30 15059 155 608 26 121 35 32 586 295 29
leaf_count=518533 494475 6776 13062 86136 4697 20114 8133 2364 5177 42581 2073 17393 20406 3709 69 6619 53996 601 1824 30 15059 155 608 26 121 35 32 586 295 29
internal_value=-7.88204e-06 -4.49604e-05 -0.000287609 -0.000345704 -0.000794049 -0.00114153 3.45684e-07 -4.46054e-05 0.000251986 0.000345725 0.000626926 0.000126958 0.00107111 0.00134572 -0.000129048 0.00112488 -0.000406717 0.00069359 0.00269095 0.0038956 -0.000513595 -0.000458274 -0.00129905 0.00166139 0.00733018 0.0153466 0.0233738 0.00205694 0.00527217 0.0109294
internal_weight=1.32571e+06 831239 130785 124009 37873 24811 700454 594294 106160 98027 55446 26085 29361 24184 3778 8692 75761 6706 2455 1854 69055 4251 3186 822 214 93 58 1065 479 184
internal_count=1325714 831239 130785 124009 37873 24811 700454 594294 106160 98027 55446 26085 29361 24184 3778 8692 75761 6706 2455 1854 69055 4251 3186 822 214 93 58 1065 479 184
cat_boundaries=0 1 2
cat_threshold=370 48
is_linear=0
shrinkage=0.05


Tree=315
num_leaves=31
num_cat=0
split_feature=119 57 91 105 72 20 82 8 10 53 13 113 75 75 122 124 53 79 79 8 61 28 10 93 70 5 39 90 73 89
split_gain=1.57537 3.08194 1.94228 1.67731 1.50682 2.14721 1.38838 2.96998 2.25411 2.04416 2.95038 2.59412 2.54069 2.29727 1.82952 2.50683 1.96982 1.77853 2.02131 1.69997 1.92703 1.82081 1.69666 1.66906 1.64952 2.97436 3.70647 3.20742 3.01097 2.11397
threshold=0.99992385506629955 340.52664184570318 0.2014620900154114 1.0000000180025095e-35 0.70847752690315258 6.2750000953674325 351.62911987304693 18.150000572204593 19.250000000000004 0.10500000044703485 2.2749999761581425 -0.16504132002592084 0.85993531346321117 0.9157068431377412 -0.3172925859689712 0.99140709638595592 0.90500000119209301 5.4549999237060556 3.1950000524520878 14.750000000000002 0.49308978021144872 1009.3500061035157 7.1499998569488534 0.99583086371421825 344.07653808593756 8.3499999046325701 10.250000000000002 0.64205551147460949 0.5736539661884309 -0.86276009678840626
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 2 3 4 -2 -6 24 9 -9 10 -8 13 -12 14 15 -11 -16 18 -13 21 -21 -19 -15 -14 -1 -26 -27 29 -29 -28
right_child=1 -3 -4 -5 5 -7 7 8 -10 11 12 17 23 22 16 -17 -18 19 -20 20 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=3.1652580837011765e-06 -0.0019583042123269821 0.021817567267201163 0.016040759728006695 -0.012669719666952179 0.019745880214031786 0.0022458158906262654 -0.0038307909961512762 -0.00068538656520943802 0.019277702070652478 0.0012005226877094672 0.010323546094105041 -0.0079608170882515296 0.010030356575937375 -0.0026885713535276328 -0.0059602013887990624 0.017921534004724689 -0.00073567898119222266 0.0087126264581456787 0.010478923896083698 -0.0025005559829462854 0.013917550843810508 -0.0058938397446096826 0.014383216835639635 -0.0060987935243350154 -0.00013512766566942767 -0.0033349685561876717 0.011607090627614371 0.0056972191529348496 0.033133393544703724 0.0033263043388724331
leaf_weight=1321082 101 22 23 21 24 65 121 26 31 132 128 23 23 22 219 27 1024 22 42 70 24 707 43 53 1091 139 93 20 20 450
leaf_count=1321082 101 22 23 21 24 65 121 26 31 132 128 23 23 22 219 27 1024 22 42 70 24 707 43 53 1091 139 93 20 20 450
internal_value=3.66348e-06 0.00392559 0.00224344 0.000739461 0.00222153 0.00696493 2.9061e-06 -0.00112206 0.0101717 -0.00136226 0.00235492 -0.00187525 0.0060239 -0.000584144 -0.00101018 0.00403994 -0.00165617 -0.00400819 0.00395409 -0.00463704 0.0016913 -0.00545304 0.00860507 -0.0012176 5.23359e-06 0.00151237 0.00400187 0.00575113 0.0194153 0.00474456
internal_weight=1.32589e+06 256 234 211 190 89 1.32563e+06 2737 57 2680 325 2355 204 1467 1402 159 1243 888 65 823 94 729 65 76 1.3229e+06 1813 722 583 40 543
internal_count=1325888 256 234 211 190 89 1325632 2737 57 2680 325 2355 204 1467 1402 159 1243 888 65 823 94 729 65 76 1322895 1813 722 583 40 543
is_linear=0
shrinkage=0.05


Tree=316
num_leaves=31
num_cat=0
split_feature=119 57 94 92 86 72 53 13 82 8 10 23 54 58 104 76 53 76 75 59 79 93 65 80 52 4 117 99 121 127
split_gain=1.42177 2.78145 1.87832 1.48737 2.37389 1.94717 1.62751 1.41199 1.25301 2.68041 2.03434 1.86348 1.76823 2.4755 1.59197 2.89751 1.93494 2.38687 2.39444 2.06888 1.90852 1.86096 1.64455 1.58405 5.97164 4.91037 4.74667 3.87277 3.42624 3.30125
threshold=0.99992385506629955 340.52664184570318 -0.75626257061958302 0.48966500163078314 0.83084723353385936 0.70847752690315258 1.235000014305115 1.8450000286102297 351.62911987304693 18.150000572204593 19.250000000000004 4.6949999332427987 0.45499999821186071 291.86494445800787 -0.55601200461387623 23.605000495910648 0.10500000044703485 18.474999427795414 0.85993531346321117 228.12005615234378 39.604999542236335 0.99583086371421825 0.46500000357627874 334.80345153808599 1.7749999761581423 9.4499998092651385 -0.44618082046508784 -0.99993649125099171 -0.94828754663467396 0.9238443672657014
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 -2 5 7 -4 -7 -5 23 11 -11 12 -10 -14 15 -13 17 -16 20 -18 -19 -20 -21 -1 26 -26 29 -28 -29 -25
right_child=1 -3 3 4 -6 6 -8 -9 9 10 -12 14 13 -15 16 -17 19 18 21 22 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-7.4696976320305562e-07 0.014041623441052848 0.020726688849655065 -0.0017003609502518721 -0.0023746357440748919 -0.0081158077623695139 0.023627741015516221 0.0034565072506666187 0.016188570680096746 0.01948600895702839 -0.0006511175119577764 0.018313816958858121 0.00051692090551636071 -0.010230383701326158 0.013769828350771042 -0.0064819344565929735 0.018664496544748544 -0.0052189222690957292 0.005573590293896335 0.0092936342470347887 -0.013126767563323181 0.021189941382845461 -0.0067247041171261419 -0.0013085795998873889 0.00067290631122887137 -0.0011643610877146346 0.0013839065535618056 0.022540763816372916 -0.011509019704535604 0.0016374441695701531 0.02236051134656164
leaf_weight=1308598 29 22 44 21 80 20 20 20 20 26 31 183 22 21 68 25 499 131 25 30 23 66 1567 28 5670 2836 22 50 5644 47
leaf_count=1308598 29 22 44 21 80 20 20 20 20 26 31 183 22 21 68 25 499 131 25 30 23 66 1567 28 5670 2836 22 50 5644 47
internal_value=3.48031e-06 0.00372931 0.00213126 0.000446383 -0.00310215 0.00555797 0.0135421 0.00668059 2.7608e-06 -0.00106595 0.00966315 -0.00129415 0.00720346 0.00149065 -0.00149871 0.00269812 -0.00186108 0.0018059 0.0041062 -0.00240868 0.0079059 -0.00232406 -0.00153059 4.97191e-06 0.000528418 -0.000314739 0.00176687 0.0016029 0.001522 0.0142638
internal_weight=1.32589e+06 256 234 205 121 84 40 41 1.32563e+06 2737 57 2680 63 43 2617 208 2409 313 245 2096 154 91 1597 1.3229e+06 14297 8506 5791 5716 5694 75
internal_count=1325888 256 234 205 121 84 40 41 1325632 2737 57 2680 63 43 2617 208 2409 313 245 2096 154 91 1597 1322895 14297 8506 5791 5716 5694 75
is_linear=0
shrinkage=0.05


Tree=317
num_leaves=31
num_cat=0
split_feature=119 57 94 15 92 53 86 82 8 10 23 61 66 7 53 64 17 26 15 52 19 117 114 27 76 63 53 70 9 39
split_gain=1.28315 2.51026 1.69518 1.39255 1.58424 1.8078 1.15738 1.13084 2.4284 1.95277 1.67946 1.66533 1.59127 1.52329 1.55592 2.17296 2.0559 2.05757 3.44164 2.42445 1.66415 2.0968 1.67223 1.64652 2.09995 1.64198 1.62607 1.45102 2.66029 4.06335
threshold=0.99992385506629955 340.52664184570318 -0.75626257061958302 3.1350001096725468 0.48966500163078314 0.46500000357627874 0.8101198971271516 351.62911987304693 18.349999427795414 19.550000190734867 4.6949999332427987 0.25398530066013342 95.149997711181655 17.250000000000004 0.18500000238418582 0.87500000000000011 8.7100000381469744 208.50000000000003 2.9150000810623173 1.5649999976158144 8.0099999904632586 0.98624804615974437 -0.043617725372314446 348.50000000000006 27.585000038146976 0.29616649448871618 1.0000000180025095e-35 344.07653808593756 10.050000190734865 10.250000000000002
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=7 2 -2 4 5 -4 -6 27 10 -10 11 -9 13 14 15 -12 25 18 19 -18 21 -17 23 24 -22 -16 -25 -1 -29 -30
right_child=1 -3 3 -5 6 -7 -8 8 9 -11 12 -13 -14 -15 16 20 17 -19 -20 -21 22 -23 -24 26 -26 -27 -28 28 29 -31
leaf_value=2.7834211430058763e-06 0.013339542025892898 0.019690354253080758 0.015510196287346923 0.0089260525655192446 0.0025244756659958513 -0.001375226382458327 -0.0096635349269490693 0.018763075694441796 0.00065719821447193436 0.019725987449288371 -0.0073605811358579704 0.0012992025185159821 0.0100313966969649 0.011259773940495823 -0.0066544693035046456 -0.001705093535128981 0.025423235133290291 -0.0014592754845028269 -0.0054104675352573397 0.0051548137025545461 -0.0003169865048944186 0.012375207005952224 -0.0058716038665167884 -0.011370171221165822 0.015795402688949946 -0.0023311851759351392 0.0053736910577221169 -0.00017411398556719382 -0.0039158586108161662 0.0055168441345546555
leaf_weight=1321082 29 22 23 39 28 51 64 20 29 25 62 43 30 23 352 40 25 1137 40 36 39 78 74 29 42 584 29 1072 141 600
leaf_count=1321082 29 22 23 39 28 51 64 20 29 25 62 43 30 23 352 40 25 1137 40 36 39 78 74 29 42 584 29 1072 141 600
internal_value=3.30629e-06 0.00354284 0.0020247 0.000424064 -0.00157339 0.00387295 -0.00595414 2.62276e-06 -0.00101266 0.00948534 -0.00122395 0.00684329 -0.00141793 -0.00155055 -0.00166533 0.00122991 -0.00218871 -0.000851745 0.00598748 0.0134615 0.002839 0.00760222 0.000200225 0.00343271 0.00803759 -0.00395704 -0.00299824 4.72331e-06 0.00141827 0.00372196
internal_weight=1.32589e+06 256 234 205 166 74 92 1.32563e+06 2737 54 2683 63 2620 2590 2567 393 2174 1238 101 61 331 118 213 139 81 936 58 1.3229e+06 1813 741
internal_count=1325888 256 234 205 166 74 92 1325632 2737 54 2683 63 2620 2590 2567 393 2174 1238 101 61 331 118 213 139 81 936 58 1322895 1813 741
is_linear=0
shrinkage=0.05


Tree=318
num_leaves=31
num_cat=1
split_feature=119 57 91 106 110 53 63 113 80 21 74 30 136 113 119 78 106 100 76 115 34 36 85 84 124 60 113 15 62 74
split_gain=1.15804 2.26551 1.64195 1.4155 1.30951 1.40639 1.70161 1.0632 2.98099 3.47757 2.41235 2.24391 3.37978 2.19835 2.22765 3.05012 2.28241 2.2568 2.22543 2.10479 1.78238 2.01811 1.79182 1.85616 1.77543 1.75527 2.58956 2.29251 1.98865 1.9682
threshold=0.99992385506629955 340.52664184570318 0.2014620900154114 -0.6047258973121642 0.98357480764389049 1.8149999976158144 0.2773707658052445 0.14780378341674807 267.37940979003912 4.2149999141693124 0.45250827074050909 1021.6499938964845 0 0.43049471080303198 0.85260769724845897 6.4149999618530282 -0.71609166264533985 -0.99286219477653492 1.6649999618530276 0.19936034083366397 19.050000190734867 20.250000000000004 0.8083750605583192 0.75593706965446483 0.83385404944419872 0.33429126441478735 0.46173103153705602 1.235000014305115 0.31001119315624243 0.48612943291664129
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=7 2 3 -2 -5 6 -6 -1 -9 10 -10 12 -11 -14 16 -16 17 24 19 -19 25 -22 23 -23 -15 26 -20 -27 -28 -29
right_child=1 -3 -4 4 5 -7 -8 8 9 11 -12 -13 13 14 15 -17 -18 18 20 -21 21 22 -24 -25 -26 27 28 29 -30 -31
leaf_value=-4.1492001093488635e-06 0.0094215594282424132 0.018705836852843112 0.014609324429994045 -0.0071054238279069232 -0.00033001364053537451 -0.0062034638469210934 0.015043189122031134 1.8174656022179863e-05 0.028195301862433554 -0.0050914067341623331 0.0036374454945325855 -0.00397008610454847 0.00085577442405589089 -0.0081043846429591729 0.0024010594994049624 0.024404390269358242 -0.00061624543375242923 -0.0033751222458582781 0.016978018820130579 0.011983911055498399 0.022701162103287601 0.0088692835226538598 0.017089568451046946 -0.010548043064773083 0.0071966712828725578 0.0082669620219385249 -0.0058947336947312579 0.0081375353573638152 0.002615135730606755 0.00071883940308305454
leaf_weight=1297103 37 22 23 63 45 36 30 21717 20 192 20 209 4332 70 36 28 442 157 24 26 27 32 28 20 26 375 100 127 219 302
leaf_count=1297103 37 22 23 63 45 36 30 21717 20 192 20 209 4332 70 36 28 442 157 24 26 27 32 28 20 26 375 100 127 219 302
internal_value=3.14098e-06 0.0033657 0.00192347 0.000540646 -0.00134782 0.00192 0.00581927 2.49162e-06 0.000304424 0.001217 0.0159164 0.00113018 0.0012926 0.00149064 0.00284676 0.0120275 0.00254926 0.00346195 0.0039578 -0.00119296 0.00470947 0.0108813 0.00689205 0.00140108 -0.00396035 0.00413372 0.00113911 0.00541128 -5.25349e-05 0.00291505
internal_weight=1.32589e+06 256 234 211 174 111 75 1.32563e+06 28529 6812 40 6772 6563 6371 2039 64 1975 1533 1437 183 1254 107 80 52 96 1147 343 804 319 429
internal_count=1325888 256 234 211 174 111 75 1325632 28529 6812 40 6772 6563 6371 2039 64 1975 1533 1437 183 1254 107 80 52 96 1147 343 804 319 429
cat_boundaries=0 1
cat_threshold=2180
is_linear=0
shrinkage=0.05


Tree=319
num_leaves=31
num_cat=2
split_feature=17 35 100 15 92 10 24 33 118 90 30 75 32 113 89 52 16 92 61 64 88 72 136 30 136 15 16 2 36 108
split_gain=1.05526 2.85307 2.11946 3.16873 2.29687 2.79693 2.09861 1.81809 2.2877 1.74537 2.10389 1.54447 1.41411 1.41267 1.33807 6.05893 5.66116 5.98482 5.51225 5.04343 5.34438 4.245 6.24149 4.23758 3.90952 4.7161 5.78612 6.33001 4.01641 3.64143
threshold=18.219999313354496 22.349999427795414 0.061472181230783469 0.91500002145767223 -0.89024874567985524 4.2500000000000009 247.50000000000003 16.94999980926514 -0.89490029215812672 -0.61511406302452076 1013.7500000000001 0.92045772075653087 13.34999990463257 0.608738273382187 -0.73259875178337086 1.6649999618530276 11.120000362396242 -0.94407951831817616 0.31307955086231237 1.3550000190734866 -0.59458255767822255 0.67211860418319713 0 1012.4500122070314 1 1.4049999713897707 13.344999790191652 236.50000000000003 18.849999427795414 0.89123833179473888
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=14 2 3 7 5 6 12 8 9 -2 -11 -6 -5 -7 15 18 17 -17 -1 -20 21 22 -21 -19 25 26 27 28 -18 -24
right_child=1 -3 -4 4 11 13 -8 -9 -10 10 -12 -13 -14 -15 -16 16 24 23 19 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011650398490320566 -0.0050204229277248189 -0.016579758951923363 -0.00010677491656970805 -0.0090285805932113113 -0.0014500712298509723 0.0048606106082540162 -0.017120914782087007 -0.0085697634192631374 -0.0044081486500145706 0.021924004576761615 0.0018380876485025511 0.0092817753159632806 0.0024613828682177293 0.018691683067008854 -2.6324704318069752e-05 0.0013858321047199662 0.0040301315585131794 0.00014677285258625776 -0.0003874220183673112 0.0048829815015747763 -0.0006202117085093912 0.00051266298628139704 0.00093724162196017586 -0.00062273836045639635 -4.2884166234192757e-05 0.00023387877944930225 0.00037247753065037224 0.00068584826802487798 0.02040305358210677 0.0062639998481815581
leaf_weight=21141 30 27 18976 35 2400 240 21 195 410 22 32 34 114 20 879405 4818 2618 24221 21483 1393 7564 22605 6319 68454 148793 84764 7067 2311 38 338
leaf_count=21141 30 27 18976 35 2400 240 21 195 410 22 32 34 114 20 879405 4818 2618 24221 21483 1393 7564 22605 6319 68454 148793 84764 7067 2311 38 338
internal_value=2.98201e-06 -0.000336091 -0.000316624 -0.00143739 -0.000705011 0.00266381 -0.00232319 -0.00448173 -0.00286803 0.00464922 0.0100212 -0.00130016 -0.000237602 0.00592454 8.85015e-06 8.18178e-05 -9.94014e-06 -0.000332301 0.000471223 0.000225536 0.000570082 0.000863782 0.00184975 -0.000421623 0.000118028 0.000365342 0.00129163 0.0025994 0.00426438 0.00120589
internal_weight=1.32589e+06 22556 22529 3553 2864 430 170 689 494 84 54 2434 149 260 1.30333e+06 423927 343084 97493 80843 59702 38219 30655 8050 92675 245591 96798 12034 4967 2656 6657
internal_count=1325888 22556 22529 3553 2864 430 170 689 494 84 54 2434 149 260 1303332 423927 343084 97493 80843 59702 38219 30655 8050 92675 245591 96798 12034 4967 2656 6657
cat_boundaries=0 1 2
cat_threshold=2050 1808
is_linear=0
shrinkage=0.05


Tree=320
num_leaves=31
num_cat=0
split_feature=68 35 31 35 72 98 75 86 55 9 66 26 93 54 35 33 101 81 93 74 62 124 34 72 116 43 123 32 102 55
split_gain=1.59566 2.43459 2.53882 3.24966 2.79417 2.65508 2.62265 2.45075 3.5014 3.18966 3.06142 4.03313 3.73036 3.81437 3.34124 3.01527 2.89895 3.76905 2.79974 2.79358 2.75541 2.53215 3.57112 2.35256 2.29766 2.26142 4.71669 2.98201 2.25786 2.00254
threshold=319.24395751953131 12.550000190734865 1015.0499877929689 4.0499999523162851 0.39784607291221624 -0.99974840879440297 0.74784955382347118 0.81348258256912243 0.63499999046325695 18.750000000000004 1.1549999713897707 325.50000000000006 -0.67404952645301808 0.25499999523162847 11.750000000000002 10.750000000000002 0.65187636017799389 345.99299621582037 -0.88020655512809742 0.70577093958854686 0.30532447993755346 0.99687939882278453 11.050000190734865 0.44230574369430548 0.83385404944419872 11.050000190734865 -0.061046212911605828 12.250000000000002 0.76554322242736828 0.31499999761581426
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 -4 -5 -6 -7 9 10 11 -9 13 18 16 -15 -13 20 -12 -17 -18 28 -23 -16 -8 -10 27 -27 29 -14
right_child=1 -3 3 5 6 7 24 8 25 -11 12 14 21 15 23 19 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.4241938646677607e-06 -0.00079391340470704006 0.00067791411255158735 0.021616710036993027 0.017998794670261123 -0.0026618183938452327 0.0014011062836434679 0.005270118540841349 -0.001696366582775839 -0.00075889549170899675 0.015163564311547412 0.0070239502936601641 0.00078326767931381856 -0.0029276980028472349 -0.0089957272262027911 0.01046323647855648 0.021402672436778195 0.039233093495879862 0.0090723206564050883 0.032871982319788502 0.00078839155002718888 0.015876726417437845 -0.00095477290557358758 0.012485648068021748 -0.010423549235117837 0.021209726013519146 0.0034495574985875898 -0.01045772672213357 0.023391284002620426 -0.0041840324701960356 0.0060268381642098294
leaf_weight=1284108 7775 21627 25 21 92 3154 139 101 7330 45 20 27 121 36 28 27 28 47 22 42 23 132 79 26 27 38 29 37 472 129
leaf_count=1284108 7775 21627 25 21 92 3154 139 101 7330 45 20 27 121 36 28 27 28 47 22 42 23 132 79 26 27 38 29 37 472 129
internal_value=5.46047e-06 0.000309856 -8.67169e-05 0.000360421 0.00565632 0.000235671 0.00410977 0.000204568 -0.00022239 0.0020667 0.00163334 0.00629237 0.000425449 0.00782858 0.0108 0.00273465 0.0152899 0.0192866 0.0205634 0.00885485 0.0286998 -0.000740961 0.00407742 0.000406636 0.00786271 -0.00065502 0.00666622 0.0132875 -0.0021491 0.00169284
internal_weight=1.32581e+06 41699 20072 12297 283 12014 258 11993 8839 1405 1360 280 1080 147 179 105 125 98 42 69 51 933 211 54 166 7434 104 75 722 250
internal_count=1325807 41699 20072 12297 283 12014 258 11993 8839 1405 1360 280 1080 147 179 105 125 98 42 69 51 933 211 54 166 7434 104 75 722 250
is_linear=0
shrinkage=0.05


Tree=321
num_leaves=31
num_cat=1
split_feature=68 99 79 8 136 28 121 33 52 67 23 1 9 59 72 9 41 79 35 62 114 29 63 66 29 103 59 19 3 41
split_gain=1.44008 2.26105 2.30832 2.50122 5.19813 3.05033 3.20298 4.02276 3.0066 2.87644 3.77931 4.10197 3.46501 3.77875 3.86883 3.35501 3.30108 3.24724 2.86653 2.98692 2.83459 2.64851 3.39454 5.11028 4.90919 3.17247 3.42766 2.96404 2.76604 3.92095
threshold=319.24395751953131 0.27761048078536993 31.005000114440922 5.4500000476837167 0 1017.8500061035157 0.50751903653144848 14.650000095367433 2.4850000143051152 45.82500076293946 6.4649999141693124 303.50000000000006 5.8500001430511483 315.94171142578131 0.71066766977310192 5.1499998569488534 11.150000095367433 25.664999961853031 4.4500000476837167 0.28505241870880133 -0.30069434642791742 1020.0499877929689 0.47325737774372106 3.5749999284744267 1020.8500061035157 0.75974729657173168 114.65119934082033 8.7100000381469744 334.50000000000006 2.0499999523162846
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 6 -2 -8 9 10 21 -12 13 14 -13 -16 -14 -18 19 -10 -20 28 23 25 27 -23 -27 -25 29 -5
right_child=1 -3 -4 8 -6 -7 7 -9 18 -11 11 12 16 -15 15 -17 17 -19 20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-4.2029845111842598e-06 0.0016494597408235976 -0.0076221616496332002 -0.00038303530548760173 0.0010952016825875118 -0.00090697413688416249 -0.0013335329205933922 0.0039232169054973292 0.020178215264100942 0.023021058384329079 -0.0065424103150790976 0.00057664564194800092 0.024360016122039769 0.0036544742460408726 0.032622945941984657 -0.0047241133712232113 0.014841552481103021 0.025202960332131222 0.0020137822434592705 0.00049811591969438492 0.0040631690950367633 -0.0021516627221976697 -0.0037601847308458853 -0.0044376384800257672 0.035930532899995642 0.0065719631115865448 -0.0046142776487922334 0.010864214805716818 0.013368918393058954 -0.001108248969785085 0.010899739186501219
leaf_weight=1284108 2975 90 9292 3535 7114 840 142 52 25 108 809 31 1232 20 50 39 36 26 11541 123 1106 183 110 24 276 53 110 37 1615 105
leaf_count=1284108 2975 90 9292 3535 7114 840 142 52 25 108 809 31 1232 20 50 39 36 26 11541 123 1106 183 110 24 276 53 110 37 1615 105
internal_value=5.18744e-06 0.000294363 0.000311486 0.00051118 -9.60123e-05 0.00134196 0.00205538 0.00828023 0.000829845 0.00156488 0.00167049 0.00342341 0.00502944 0.0125017 0.00914813 0.00384961 0.004221 0.0154785 0.000347348 0.00726552 0.000266389 0.00102038 0.00371387 0.0050267 0.00940903 0.000758362 0.00583133 0.0222456 0.000613927 0.00137802
internal_weight=1.32581e+06 41699 41609 32317 11123 4009 3169 194 21194 8399 8291 2243 1434 140 120 89 1294 62 12795 148 12647 6048 793 683 337 346 163 61 5255 3640
internal_count=1325807 41699 41609 32317 11123 4009 3169 194 21194 8399 8291 2243 1434 140 120 89 1294 62 12795 148 12647 6048 793 683 337 346 163 61 5255 3640
cat_boundaries=0 1
cat_threshold=4960
is_linear=0
shrinkage=0.05


Tree=322
num_leaves=31
num_cat=1
split_feature=85 1 136 38 55 103 64 72 66 33 100 86 118 9 15 64 81 60 37 34 121 35 92 118 19 114 59 53 33 56
split_gain=1.46239 2.28488 2.28155 2.7596 3.29913 2.70812 2.81876 2.55379 2.40597 2.37039 3.03925 2.07465 1.90989 2.658 3.77352 2.34336 2.01841 2.17524 2.28409 3.35783 2.67458 2.67834 2.44433 2.41552 2.37841 2.3224 2.21445 2.16187 2.15973 2.07665
threshold=0.9053507149219514 4.5000000000000009 0 10.84999990463257 1.8450000286102297 -0.31413502991199488 6.2349998950958261 0.47439208626747137 18.224999427795414 14.650000095367433 0.52976906299591076 0.87059694528579723 0.98624804615974437 15.050000190734865 2.5749999284744267 0.75499999523162853 332.18496704101568 0.3569264560937882 15.250000000000002 13.449999809265138 -0.47714059054851526 13.550000190734865 -0.98308491706848133 -0.33379416167736048 4.8800001144409189 -0.99992385506629933 311.26330566406256 0.30500000715255743 16.150000572204593 190.58522796630862
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 8 7 -4 9 -5 -2 -7 -11 -9 16 15 -15 -14 17 18 19 22 21 29 -3 -22 -21 -23 -27 -28 -26 -20
right_child=1 12 5 4 -6 6 -8 11 -10 10 -12 -13 13 14 -16 -17 -18 -19 20 24 23 25 -24 -25 28 26 27 -29 -30 -31
leaf_value=1.3802090964204828e-05 -0.0072013846036415924 -0.0058705871885147767 -0.0052393350841125176 -0.0046145155284400309 0.0012358560552160052 0.0031744030626405535 -0.00096881200279070657 -0.0061340583410734936 0.011638345684623345 0.0013957735081883632 -0.0080705033982752892 0.0090473945506389184 0.0065674205124378205 -0.0074024447766335121 0.01993043597654573 -0.0053601092625212539 0.0018085368615582726 -0.00023005030446430864 0.018514822120113031 0.011178432168582312 0.01024404685281647 0.013628162300301484 -0.00066452795367931829 -0.0056807932080273175 -0.0043889396923276636 -0.00031985356673942816 0.020219106568644445 0.0032686648943231326 0.0078473628335003123 0.0031897118012420831
leaf_weight=1288994 111 241 226 44 705 1122 1727 24 20 308 117 361 45 23 28 485 997 22678 35 26 26 32 3498 283 1421 2022 24 87 37 60
leaf_count=1288994 111 241 226 44 705 1122 1727 24 20 308 117 361 45 23 28 485 997 22678 35 26 26 32 3498 283 1421 2022 24 87 37 60
internal_value=4.92773e-06 -0.000305805 0.000715771 0.00252592 0.00333962 5.416e-05 0.000419729 0.00679686 -0.00432509 0.00196983 -0.00121024 0.00810102 -0.000457696 -0.00329832 0.00760384 -0.00434739 -0.000405247 -0.000477684 -0.0011984 -0.00179878 2.22156e-05 0.000618757 -0.00100009 -0.00434084 -0.00381111 0.000258194 5.7613e-05 0.00693363 -0.00407842 0.00883581
internal_weight=1.32581e+06 36813 4765 1265 1134 3500 3274 429 131 1547 425 385 32048 581 51 530 31467 30470 7792 5223 2569 2260 3739 309 1484 2165 2133 111 1458 95
internal_count=1325807 36813 4765 1265 1134 3500 3274 429 131 1547 425 385 32048 581 51 530 31467 30470 7792 5223 2569 2260 3739 309 1484 2165 2133 111 1458 95
cat_boundaries=0 1
cat_threshold=1216
is_linear=0
shrinkage=0.05


Tree=323
num_leaves=31
num_cat=1
split_feature=85 26 67 26 32 28 2 52 31 23 67 7 92 59 74 73 119 124 122 83 7 12 136 91 120 92 0 55 38 109
split_gain=1.31981 2.3402 3.22328 2.65084 1.95219 1.95628 2.38072 2.79014 2.16944 2.23021 2.20528 2.17164 2.40127 2.16742 2.24292 3.28159 1.94738 3.23759 1.91357 1.79679 2.52118 1.76046 2.00317 1.99727 1.92905 2.1265 1.92469 2.75028 3.20919 2.76045
threshold=0.9053507149219514 350.50000000000006 0.32500000298023229 333.50000000000006 9.5500001907348651 1015.3500061035157 353.50000000000006 5.4149999618530282 1012.1499938964845 5.3849999904632577 6.8350000381469735 8.9499998092651385 -0.2853140383958816 316.89154052734381 0.76312083005905162 0.41984251141548162 0.88697704672813427 0.87032255530357372 -0.60873827338218678 328.01097106933599 6.4500000476837167 0.81499999761581432 0 0.93095615506172191 -0.73724925518035878 -0.95116284489631642 4.5000000000000009 1.7050000429153445 10.84999990463257 0.89119812846183788
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 3 -3 21 -5 8 7 13 16 -10 11 12 -11 14 15 -7 -6 -18 -12 -17 -21 -2 23 24 25 -23 27 28 -24 -29
right_child=1 2 -4 4 5 6 -8 -9 9 10 18 -13 -14 -15 -16 19 17 -19 -20 20 -22 22 26 -25 -26 -27 -28 29 -30 -31
leaf_value=1.3111986752178821e-05 -0.0022527074533724477 0.013106788451281879 -0.0050557096322939622 -0.0065295586038885984 -0.00020055071186475659 -0.0045059082300766655 -0.007630230891036577 -0.0004160107890706192 -0.0068512690022861193 0.017636141283627678 0.0036489600722085349 -0.001095900392004599 0.0028780217873789963 0.023415365223107595 0.00066573876337926901 0.0074909804921065061 0.018154537216920792 -7.3592414403156873e-05 -0.008435788135371965 0.0081689264625310898 0.029337575203046584 -0.0090815491255372763 -0.0057589569639775063 -0.012263680624444252 -0.00060679789378264269 -0.0020969608954294339 -0.00020231647952685685 -0.00025201358090465504 0.0039477460311965256 0.015565419316823995
leaf_weight=1288994 1139 26 404 59 74 23 29 82 109 49 55 90 63 28 61 35 58 42 81 22 39 125 93 39 6474 850 23773 1854 1009 28
leaf_count=1288994 1139 26 404 59 74 23 29 82 109 49 55 90 63 28 61 35 58 42 81 22 39 125 93 39 6474 850 23773 1854 1009 28
internal_value=4.68134e-06 -0.000290515 -0.00395751 -0.000247176 0.00229282 0.00284657 0.00602909 0.00739503 0.00121174 -0.000632079 0.00137352 0.0046874 0.0093347 0.0104744 0.00846134 0.0124574 0.00594846 0.0104987 -0.00354857 0.0165215 0.021703 -0.000318888 -0.000254568 -0.000976834 -0.000919052 -0.00299242 -5.20558e-05 0.00114487 0.00312858 -1.66851e-05
internal_weight=1.32581e+06 36813 430 36383 999 940 319 290 621 447 338 202 112 208 180 119 174 100 136 96 61 35384 34245 7488 7449 975 26757 2984 1102 1882
internal_count=1325807 36813 430 36383 999 940 319 290 621 447 338 202 112 208 180 119 174 100 136 96 61 35384 34245 7488 7449 975 26757 2984 1102 1882
cat_boundaries=0 1
cat_threshold=4483
is_linear=0
shrinkage=0.05


Tree=324
num_leaves=31
num_cat=0
split_feature=68 35 31 35 72 75 98 86 30 55 66 26 35 120 93 33 81 71 103 13 85 64 116 72 58 64 121 86 102 90
split_gain=1.32103 2.10482 2.26491 2.76634 2.42706 2.7307 2.36761 2.20031 3.17025 2.92343 2.8009 3.72861 3.38388 3.21471 3.08759 3.29199 2.41232 3.46286 2.13056 2.12791 2.12602 2.09438 2.07408 2.05805 2.39612 2.03026 2.46422 2.33828 2.24562 3.16058
threshold=319.24395751953131 12.550000190734865 1015.0499877929689 4.0499999523162851 0.42392945289611822 0.74784955382347118 -0.99974840879440297 0.81348258256912243 1013.1499938964845 0.63499999046325695 1.1950000524520876 325.50000000000006 11.750000000000002 -0.44618082046508784 -0.80102500319480885 10.750000000000002 345.99299621582037 301.29913330078131 0.73152577877044689 1.1449999809265139 0.86622530221939098 0.45499999821186071 0.83385404944419872 0.31409581005573278 148.0319519042969 3.8549998998641972 0.18222858756780627 0.83226120471954357 0.76554322242736828 -0.35842201113700861
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 -4 -6 -5 21 -9 10 11 -10 13 -13 15 -12 17 -15 -17 23 -14 -8 -7 24 -3 28 27 -27 29 -16
right_child=1 19 3 6 5 22 7 8 9 -11 14 12 20 16 25 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.5466438752034487e-06 -0.00075528324447426054 0.019141142753263316 0.018667961669464907 0.016993853245817481 -0.0035485551838399091 0.0049240976321618182 -0.0085312497222198632 0.0081446754393774811 -0.0015501940991766382 -0.00071876328697212345 -0.0044805583386572411 -0.0032425004101934887 0.0097601695821611916 0.01225003471019967 -0.0020288138863785816 0.0024761641648812938 0.009949200419709087 0.036104977200739088 0.020005936927806875 0.00070940595779004874 -0.010081878970204681 0.0014927297304251422 0.020068329827928985 -0.0035705668473840798 0.00038451134667007462 -0.0088896779083581859 -0.0098134486540220681 0.0032261009724937721 -0.0061107761400230861 0.017334902424503258
leaf_weight=1284108 7775 21 30 21 87 139 53 112 101 7342 34 21 27 29 96 26 50 32 52 20999 27 3101 27 517 90 43 45 539 236 27
leaf_count=1284108 7775 21 30 21 87 139 53 112 101 7342 34 21 27 29 96 26 50 32 52 20999 27 3101 27 517 90 43 45 539 236 27
internal_value=4.44727e-06 0.000281412 -8.73253e-05 0.000335003 0.00522123 0.00362676 0.000219904 0.000190532 -0.000214022 -0.000321296 0.00178571 0.0061837 0.0103833 0.0146968 0.000636148 0.00850313 0.0180907 0.0247641 0.0141627 0.000623637 -0.000160855 0.00132429 0.00738732 -0.00224429 0.00393306 -0.000257464 0.00145934 0.00233095 -0.0032559 0.00222176
internal_weight=1.32581e+06 41699 20072 12297 283 253 12014 11993 8839 8727 1385 287 186 132 1098 112 111 61 78 21627 54 3154 166 628 111 986 627 582 359 123
internal_count=1325807 41699 20072 12297 283 253 12014 11993 8839 8727 1385 287 186 132 1098 112 111 61 78 21627 54 3154 166 628 111 986 627 582 359 123
is_linear=0
shrinkage=0.05


Tree=325
num_leaves=31
num_cat=2
split_feature=132 127 136 120 93 99 39 82 23 29 39 136 101 39 39 90 2 112 54 101 113 31 31 79 89 113 38 86 15 22
split_gain=1.07474 1.10182 3.50196 5.0312 5.20647 4.78926 3.87115 3.75304 3.68692 3.34785 2.94745 2.70465 3.627 3.0777 3.00135 3.75519 3.09575 3.50185 2.68931 2.68105 2.61663 2.61382 3.44135 2.73489 2.54962 2.61698 2.58504 2.51858 2.84083 2.62603
threshold=1023.0499877929689 0.70088258385658275 0 -0.43049471080303187 -0.71302974224090565 -0.70541691780090321 8.7500000000000018 310.21368408203131 5.6250000000000009 1017.7500000000001 9.4499998092651385 1 0.27144856750965124 9.0500001907348651 16.44999980926514 0.1423088684678078 304.50000000000006 0.36648726463317877 12.315000057220461 -0.79805696010589589 0.26722820103168493 1012.0499877929689 1009.7500000000001 16.945000648498539 0.044905282557010658 -0.80382624268531788 12.150000095367433 0.91116797924041759 2.5749999284744267 5.6649999618530282
decision_type=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 2 2 2
left_child=1 -1 3 6 5 9 8 10 -3 24 -6 13 -13 -8 15 -15 -17 18 21 -16 -11 22 -18 -24 26 -26 -5 28 -21 -29
right_child=-2 2 -4 4 7 -7 11 -9 -10 20 -12 12 -14 14 19 16 17 -19 -20 27 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=3.5308678930051503e-05 -0.00093196151766751555 -0.0051440459742531502 3.5202336537297663e-05 0.00068811607457771771 0.0051960700431531448 0.00087913245780990253 0.01675307684345171 -0.0014002377307209281 0.0098986354668072225 -0.0055482760695160574 -0.00028712430426554845 -0.001027503801684936 -0.00011815503317100191 0.00018236318014953716 0.0039245180184345535 -0.0041616887154552031 -0.0051856590376701209 0.01787866107426966 -0.012370609539281978 -0.0025563549961441822 0.012696934724226595 0.0023703946072845959 0.02455342460700588 0.0080811029627235447 -0.005464213311775397 0.0045209957330935285 -0.0033100504332333872 0.018993818494318814 0.0021383379100372037 0.0015102426149990475
leaf_weight=815897 3105 53 335402 495 247 1030 28 9012 176 1126 31638 13542 57633 47802 230 162 32 39 29 2591 20 1522 37 79 88 258 2206 27 368 105
leaf_count=815897 3105 53 335402 495 247 1030 28 9012 176 1126 31638 13542 57633 47802 230 162 32 39 29 2591 20 1522 37 79 88 258 2206 27 368 105
internal_value=-2.82205e-06 -6.39562e-07 -5.86067e-05 -0.000243052 -0.000689143 -0.0021757 -7.77606e-05 -0.000499292 0.00641714 -0.00292612 -0.000244648 -8.97334e-05 -0.00029113 0.000180488 0.00017177 0.00026901 0.00244895 0.00306513 0.00272509 -0.00128352 -0.00522986 0.00298724 0.00933069 0.0133352 -0.00205966 0.0019814 -0.00257732 -0.00167104 -0.00197249 0.00508643
internal_weight=1.32498e+06 1.32187e+06 505977 170575 46120 5223 124455 40897 229 4193 31885 124226 71175 53051 53023 49702 1900 1738 1699 3321 1146 1670 148 116 3047 346 2701 3091 2959 132
internal_count=1324979 1321874 505977 170575 46120 5223 124455 40897 229 4193 31885 124226 71175 53051 53023 49702 1900 1738 1699 3321 1146 1670 148 116 3047 346 2701 3091 2959 132
cat_boundaries=0 1 2
cat_threshold=5698 514
is_linear=0
shrinkage=0.05


Tree=326
num_leaves=31
num_cat=0
split_feature=88 78 99 26 121 84 86 118 117 62 12 77 93 96 97 23 72 12 78 14 20 99 25 86 84 101 85 105 98 32
split_gain=1.04658 4.33484 4.03651 3.72186 3.1879 2.60241 3.15196 3.64215 3.10381 2.66113 2.99022 3.86359 3.04065 2.86988 2.66654 2.63346 3.38224 2.64177 2.54872 2.49107 2.93982 2.70375 2.36493 2.55803 2.38813 3.99943 2.64841 2.79293 2.75283 3.9049
threshold=0.53405728936195385 6.1349999904632577 -0.89098966121673573 312.50000000000006 0.86159634590148937 0.89267566800117504 0.82585209608078014 0.97988739609718334 0.93663650751113903 0.33001288771629339 2.7749999761581425 34.014999389648445 0.50163233280181896 0.27221909165382391 -0.99740225076675404 5.6449999809265146 0.39784607291221624 2.0349999666213994 6.3450000286102304 2.7350000143051152 6.6349999904632577 -0.87829604744911183 123.50000000000001 0.88333985209465038 0.7601914405822755 0.60415548086166393 0.79054024815559398 -0.97603106498718251 -0.8486269712448119 14.150000095367433
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 22 6 7 8 15 13 11 19 -13 14 -8 16 -3 -18 -16 21 -21 -11 -4 24 25 26 27 -24 -29 -30
right_child=1 5 4 -5 -6 -7 9 -9 -10 10 -12 12 -14 -15 18 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=1.1795858391334171e-06 -0.0028821205134110894 -0.0052892903236532087 0.011738946677550027 -0.010670795716783581 -0.0061740860056644781 -0.0019497492666250471 0.011714803260644968 0.018711656124585054 -0.013210129793406578 0.0024027864314703556 -0.0068185046073171848 0.0044856244581751529 0.0284259518164964 -0.010990915358221781 0.020139780621975661 -0.0026462011309965712 0.0089852604078270552 -0.0043991392295054622 0.0022113016479296706 0.023060326531529427 -0.0026585389627143742 -0.0020230652911651576 -0.00068183006621742002 0.013984300081872129 -0.001601448967288391 -0.011162329157021769 -0.0099249899071911646 0.014145540758077654 -0.0089712731280299132 0.0084966135777533053
leaf_weight=1315054 1569 93 46 170 198 1118 79 22 57 562 152 36 21 39 20 896 171 47 2243 25 20 894 135 33 921 47 31 112 43 125
leaf_count=1315054 1569 93 46 170 198 1118 79 22 57 562 152 36 21 39 20 896 171 47 2243 25 20 894 135 33 921 47 31 112 43 125
internal_value=-2.68094e-06 -0.000514197 -0.00195211 -0.00364352 -0.000212696 0.000245165 0.000701537 -0.00145762 -0.00180867 0.00138027 -0.000124504 0.000528569 0.0133057 0.00246097 0.00268498 -0.00127024 0.00269394 0.00609963 0.00236975 4.33598e-05 0.0116297 -0.000314735 0.000577897 0.000223088 -9.80716e-05 0.00271047 0.0041724 0.00522546 0.00807362 0.00402567
internal_weight=1.32498e+06 9925 3430 1739 1691 6495 5377 1286 1264 4091 1710 1558 57 2381 2342 1207 311 218 2263 1501 45 1456 1493 1447 1414 493 446 415 280 168
internal_count=1324979 9925 3430 1739 1691 6495 5377 1286 1264 4091 1710 1558 57 2381 2342 1207 311 218 2263 1501 45 1456 1493 1447 1414 493 446 415 280 168
is_linear=0
shrinkage=0.05


Tree=327
num_leaves=31
num_cat=1
split_feature=75 13 35 68 56 20 86 59 38 32 126 110 8 98 20 70 55 81 53 56 112 108 32 114 24 136 28 56 2 60
split_gain=1.01911 2.49614 2.40842 2.23996 2.44482 2.01965 3.49177 2.52888 2.04828 2.36003 2.21222 2.75387 2.07123 2.13138 1.89233 2.5513 2.11417 2.36336 3.023 7.18472 2.03441 2.09965 2.0325 1.89184 2.25025 1.78271 1.78173 2.36282 1.76273 1.75746
threshold=0.84309181571006786 2.0049999952316289 1.6500000357627871 312.74053955078131 232.28020477294925 5.5750000476837167 0.89409616589546215 301.96856689453131 14.34999990463257 14.250000000000002 -0.026175950653851029 0.65160423517227184 3.2500000000000004 -0.6465637981891631 5.8150000572204599 310.22390747070318 4.5650000572204599 307.76213073730474 1.6950000524520876 300.11845397949224 -0.80382624268531788 0.60901322960853588 14.34999990463257 -0.63605400919914235 287.50000000000006 0 1012.1499938964845 331.00634765625006 291.50000000000006 0.40924187004566198
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 2 3 4 28 6 -3 23 -7 10 11 25 -13 -14 15 -11 17 18 19 20 -16 -22 -20 24 -8 -10 27 -19 -2 -17
right_child=1 5 -4 -5 -6 8 7 -9 9 14 -12 12 13 -15 16 29 -18 26 22 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.3463452517145308e-05 -0.016295310030832438 -0.00017179965396997324 -0.00038247231590961544 0.0048243426957207038 -0.0026957915389628001 -0.00011892620274320259 -0.0043682203597078728 0.014920761682750548 -0.0015160955509572849 -0.00070461136560576653 0.00078912345096972248 0.02106256282011814 0.014691487511865692 -0.0025139034880946082 -0.0046865536547448395 0.020960530655990753 0.00020937748456478775 -0.0018123989577994853 0.013892573182376855 0.028936220596319645 0.017215123790646752 -0.0002181514291665875 -0.001966085651143337 -0.0065258402222146588 0.0079955673505123347 0.0035562866267796023 -0.0053873539951407668 0.015442803146184556 -0.0048656502526010512 0.0023805573023855686
leaf_weight=1169127 66 528 47313 71 410 85426 45 68 223 60 6608 34 36 36 67 35 12222 359 21 29 31 39 533 36 202 737 507 21 69 20
leaf_count=1169127 66 528 47313 71 410 85426 45 68 223 60 6608 34 36 36 67 35 12222 359 21 29 31 39 533 36 202 737 507 21 69 20
internal_value=-2.54689e-06 -0.000122649 -0.000422915 -0.00352917 -0.00461742 1.07004e-05 0.00239762 0.00626272 -8.89998e-06 0.000425881 0.00113009 0.00324373 0.0108917 0.00608879 3.83216e-05 0.00642568 -1.47948e-05 -0.00171973 0.000408518 0.00632718 0.00154133 0.0075023 -0.00136495 0.00418235 0.00574306 0.00239927 -0.00344728 -0.000858822 -0.0104535 0.0142042
internal_weight=1.32498e+06 155852 47929 616 545 107923 879 351 107044 21618 7674 1066 106 72 13944 115 13829 1607 720 166 137 70 554 283 247 960 887 380 135 55
internal_count=1324979 155852 47929 616 545 107923 879 351 107044 21618 7674 1066 106 72 13944 115 13829 1607 720 166 137 70 554 283 247 960 887 380 135 55
cat_boundaries=0 1
cat_threshold=4194
is_linear=0
shrinkage=0.05


Tree=328
num_leaves=31
num_cat=0
split_feature=82 4 61 61 52 99 57 88 42 54 118 12 125 55 22 117 4 92 71 72 85 85 90 105 73 30 0 90 94 28
split_gain=1.05251 2.41234 2.98663 2.38007 3.14266 2.97415 2.33342 2.02225 2.4558 2.5104 2.42724 1.99508 1.98166 2.41067 1.7915 1.78723 3.73673 2.30691 2.83767 2.6355 2.01165 1.92013 3.139 2.44467 2.22554 2.09043 1.93565 1.66755 1.64902 1.62779
threshold=345.88992309570318 10.550000190734865 0.21917565912008288 0.47387257218360906 13.135000228881838 -0.70541691780090321 311.96582031250006 0.15187502652406695 10.34999990463257 1.0000000180025095e-35 0.8140845298767091 4.0450000762939462 0.99901017546653759 1.3450000286102297 4.2149999141693124 0.99687939882278453 9.6500000953674334 -0.1681781858205795 298.53262329101568 0.6975630819797517 0.87784379720687877 0.86798429489135753 -0.60696274042129505 -0.17356511205434796 0.46997448801994329 1017.3500061035157 347.50000000000006 -0.8852112591266631 -0.36107067763805384 1010.1499938964845
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=15 7 6 29 5 -5 28 14 9 -9 -11 12 13 -7 -2 -1 21 -18 -19 20 -20 24 23 -23 -17 26 -24 -25 -3 -4
right_child=1 2 3 4 -6 11 -8 8 -10 10 -12 -13 -14 -15 -16 16 17 18 19 -21 -22 22 25 27 -26 -27 -28 -29 -30 -31
leaf_value=-1.1032908470563673e-06 0.014018516903743148 -0.0083153907256200907 -0.0082005895551992593 0.020754554283080831 -0.0018100064045268626 0.011274934523680714 0.023226656056940558 0.0091284398849193881 0.012219860663171858 0.008605924483550631 -0.0082623957810882137 0.019620282450050583 0.014376136647730037 -0.0049922304787920627 -0.00098324585023016448 0.0011328070768549556 0.020330665697311536 -0.0012835132232325609 0.028007553803867533 0.0053151459789263431 0.0072453653672710063 0.00076597798270759763 0.011244958460806533 0.0090356808155775074 -0.0057327703739813883 -0.0077544176129793587 -0.0055534739840637755 0.028405724912881854 0.006981089408037479 -0.00060477196033840888
leaf_weight=1318383 20 20 80 36 152 32 20 26 20 23 293 20 29 79 4017 309 29 97 28 110 20 27 47 20 191 55 27 25 148 596
leaf_count=1318383 20 20 80 36 152 32 20 26 20 23 293 20 29 79 4017 309 29 97 28 110 20 27 47 20 191 55 27 25 148 596
internal_value=-2.41878e-06 -0.000685766 0.00128936 0.000225856 0.00358554 0.00776984 0.00708206 -0.00122995 -0.00480997 -0.00580587 -0.00703464 0.00484828 0.002738 -0.000302597 -0.000908925 4.87359e-07 0.00212951 0.00696786 0.00544817 0.00958092 0.0193566 0.000169319 0.00429659 0.0126603 -0.00148984 -0.000371502 0.0051158 0.0197968 0.00516008 -0.00150369
internal_weight=1.32498e+06 5611 1212 1024 348 196 188 4399 362 342 316 160 140 111 4037 1.31937e+06 985 284 255 158 48 701 201 72 500 129 74 45 168 676
internal_count=1324979 5611 1212 1024 348 196 188 4399 362 342 316 160 140 111 4037 1319368 985 284 255 158 48 701 201 72 500 129 74 45 168 676
is_linear=0
shrinkage=0.05


Tree=329
num_leaves=31
num_cat=2
split_feature=132 69 31 87 136 52 67 76 111 136 11 66 18 110 95 79 32 36 30 4 84 81 65 2 21 67 65 101 52 36
split_gain=0.961899 1.05963 1.04824 3.55256 5.39516 4.6025 5.58484 4.38806 4.92017 4.18906 4.19942 3.56959 3.54427 3.30152 3.65442 5.09342 3.42483 3.33199 3.2342 3.21132 3.47009 3.75698 3.20886 3.99263 3.55076 3.12328 5.00237 5.25294 4.00735 3.73169
threshold=1023.0499877929689 305.88224792480474 1014.2500000000001 0.85869845747947704 0 16.994999885559086 38.795000076293952 22.195000648498539 0.9370127022266389 1 7.1499998569488534 22.554999351501468 5.7200000286102304 0.10211826115846635 -0.48842075467109675 7.0750000476837167 20.250000000000004 11.250000000000002 1014.2500000000001 9.4499998092651385 0.89132192730903637 319.22286987304693 17.695000648498539 347.50000000000006 6.0050001144409189 0.99500000476837169 0.15500000119209292 -0.6234147548675536 1.4750000238418581 18.650000572204593
decision_type=2 2 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
left_child=2 -2 3 -1 5 6 7 11 9 -9 -11 -5 -6 16 15 -15 25 -17 -10 20 -8 -22 24 -24 -19 26 27 -14 -27 -29
right_child=1 -3 -4 4 12 -7 19 8 18 10 -12 -13 13 14 -16 17 -18 22 -20 -21 21 -23 23 -25 -26 28 -28 29 -30 -31
leaf_value=-1.1252851945433959e-05 -0.00034631013762023081 -0.002476017112923075 -3.4260690360356732e-05 0.0008402698806716099 -0.001852667127689279 -0.00081682965497855721 0.0033297861522882479 -0.0018802713454442403 0.015790531392160214 -0.002909262322074418 0.00076032554342090849 0.0028992375617945244 0.021929738742227742 -0.0018131283184953486 -0.00054139855850229813 -0.0017831666759036847 0.020107796245619008 0.00032529523112124684 -0.0068073152005672464 0.00081736451511460473 0.0075414020195197278 0.027482650166628167 -0.0021361618891548319 0.016697291474275549 0.0022580392505064575 0.0023414632350404209 -0.0012783295386246645 0.0046345318511607173 -5.0903746447872206e-05 -0.0091450327202645051
leaf_weight=385772 2325 780 834489 30516 2571 4637 1470 2960 76 882 6718 2261 39 2058 23827 1065 23 4175 20 1056 258 26 950 29 5516 4311 2809 356 2947 57
leaf_count=385772 2325 780 834489 30516 2571 4637 1470 2960 76 882 6718 2261 39 2058 23827 1065 23 4175 20 1056 258 26 950 29 5516 4311 2809 356 2947 57
internal_value=-2.29784e-06 -0.000881309 -2.33095e-07 5.80281e-05 0.000321052 0.000684787 0.000835509 0.000695745 -0.000185677 -0.000288116 0.000334021 0.0009823 -4.38624e-05 5.26867e-05 -0.000166456 0.000481246 0.000834716 0.000883617 0.0110826 0.00299578 0.00430731 0.00936701 0.0011498 -0.00157828 0.00142539 0.000792575 -0.000492776 0.00438913 0.00137008 0.00273275
internal_weight=1.32498e+06 3105 1.32187e+06 487385 101613 50880 46243 43433 10656 10560 7600 32777 50733 48162 37620 13793 10542 11735 96 2810 1754 284 10670 979 9691 10519 3261 452 7258 413
internal_count=1324979 3105 1321874 487385 101613 50880 46243 43433 10656 10560 7600 32777 50733 48162 37620 13793 10542 11735 96 2810 1754 284 10670 979 9691 10519 3261 452 7258 413
cat_boundaries=0 1 2
cat_threshold=870 544
is_linear=0
shrinkage=0.05


Tree=330
num_leaves=31
num_cat=0
split_feature=90 28 65 3 56 2 77 83 35 92 68 118 72 89 61 6 95 99 62 74 61 122 87 70 28 121 93 0 29 125
split_gain=1.9918 2.63282 3.19441 2.96586 2.91036 2.83843 2.51932 2.04303 2.58108 2.0271 2.33994 2.93542 2.11453 1.94746 1.94139 2.13171 1.9369 1.86954 1.8153 2.1306 1.76661 1.78865 1.76377 1.75888 1.74762 1.74476 1.62928 1.80299 2.67422 1.78682
threshold=0.93039727210998546 1016.8500061035157 3.1149998903274541 330.50000000000006 334.85888671875006 345.50000000000006 37.364999771118171 303.10736083984381 11.250000000000002 0.035715259611606605 285.54762268066412 0.078456107527017607 0.54744762182235729 0.5242438316345216 0.19005814194679263 11.050000190734865 -0.9836764633655547 -0.96118319034576405 0.31252223253250128 0.33173155784606939 0.28587456047534948 -0.8703225553035735 0.9023883342742921 333.80360412597662 1016.0499877929689 0.87032255530357372 -0.96957364678382862 351.50000000000006 1019.5499877929689 -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 4 5 7 6 13 8 -2 16 11 12 -11 14 -4 20 -10 -9 19 -18 -16 -22 -19 26 -5 -23 -3 29 -29 -28
right_child=1 23 3 24 -6 -7 -8 17 9 10 -12 -13 -14 -15 15 -17 18 22 -20 -21 21 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=2.1046428637729928e-06 0.014063675111226207 -0.011336404936564333 0.020259729623794558 -0.0056124949556401677 0.013327995662031503 0.020800253684106082 -0.0057458889777646273 -0.012494171029692025 -0.01232192346680106 0.013059533133690078 0.019894695449620487 -0.012478075624676422 -0.006548121956875548 -0.0056486795101552568 -0.0015042243860982352 0.01624332047466721 0.011687244728550707 -0.0049728334012338546 -0.0065978644401069701 -0.0013811498839406823 0.018271980501711371 0.0032891515514486807 0.0075566089351571377 0.0067357949299835856 0.0088744588817159346 0.018590523540042342 0.0057509324757293581 0.019781560190021991 -0.0043408509205888823 -0.0049157676330216053
leaf_weight=1323313 28 74 20 157 29 23 74 76 51 44 20 28 20 47 129 35 38 299 127 174 25 272 31 38 24 20 42 20 27 602
leaf_count=1323313 28 74 20 157 29 23 74 76 51 44 20 28 20 47 129 35 38 299 127 174 25 272 31 38 24 20 42 20 27 602
internal_value=-6.08607e-07 -0.00138476 -0.000318146 0.00196425 -0.00227178 0.00355139 0.00291357 -0.00275511 -0.000710573 -0.00153464 0.00439433 0.00102468 0.00693214 0.00408291 0.00499586 0.00436119 -0.00323731 -0.00542409 -0.0018706 0.000961298 0.00342873 0.00543615 -0.00379583 -0.00376371 -0.00369157 0.00433719 -0.00428525 -0.00353014 0.005924 -0.00422011
internal_weight=1.32591e+06 2594 1791 826 965 645 622 936 530 502 112 92 64 548 501 481 390 406 339 212 446 317 330 803 181 292 765 691 47 644
internal_count=1325907 2594 1791 826 965 645 622 936 530 502 112 92 64 548 501 481 390 406 339 212 446 317 330 803 181 292 765 691 47 644
is_linear=0
shrinkage=0.05


Tree=331
num_leaves=31
num_cat=1
split_feature=90 127 29 70 91 20 136 14 77 76 2 71 123 83 5 77 96 113 67 39 1 61 60 57 91 54 86 93 116 80
split_gain=1.7976 1.94533 1.96185 2.41618 2.2829 2.3943 3.02723 2.47978 3.02002 2.26635 2.85966 2.13326 1.85161 4.43982 3.17454 2.19439 2.18133 1.99359 2.65859 2.37013 2.867 1.95718 1.8154 1.73771 1.68245 1.64562 1.90627 2.2758 2.42356 2.56883
threshold=0.93039727210998546 -0.99809679388999928 1016.9500122070314 333.80360412597662 -0.51732236146926869 6.0350000858306894 0 1.4550000429153445 23.394999504089359 26.015000343322757 273.50000000000006 272.92124938964849 -0.62249094247817982 324.04615783691412 1.2500000000000002 19.515000343322757 -0.99857756495475758 -0.71322327852249134 4.2249999046325692 12.949999809265138 242.50000000000003 0.33043836057186132 0.19002065807580951 185.94447326660159 -0.15397407114505765 1.3650000095367434 0.89705970883369457 0.63958159089088451 0.50751903653144848 306.02693176269537
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 4 -4 12 22 9 -8 -9 10 -7 -12 13 14 -3 -15 -14 19 -19 21 -21 -16 -6 24 -24 -18 27 28 -27 -30
right_child=1 2 3 -5 5 6 7 8 -10 -11 11 -13 16 15 17 -17 25 18 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=1.9994107021381345e-06 -0.014666494354605675 0.020113619416952135 -0.0038650477446638765 0.0095763221516140876 0.0062456711195409305 -0.0057405216242141953 -0.006033673871738407 0.02028850193724948 0.0020612880354747179 -0.011083437136859808 0.019473838417426403 0.0020942650925319054 0.014097387529909612 0.0074361239676363766 0.025255404217612177 0.030319765299050644 -0.0032484627633237416 -0.010252838939292512 0.0053474259488707921 0.014691715717556016 -0.0022950400538742544 0.0036684567064401655 -0.0031223712446676061 -0.003591397076724442 -0.015468771432878803 -0.00069652676646565575 -0.010644359335016746 -0.010838044048675027 0.023247369359536418 0.0057873046488271327
leaf_weight=1323313 27 23 747 35 34 104 26 47 44 59 23 76 25 20 21 22 337 72 44 31 125 21 44 270 74 87 26 24 29 77
leaf_count=1323313 27 23 747 35 34 104 26 47 44 59 23 76 25 20 21 22 337 72 44 31 125 21 44 270 74 87 26 24 29 77
internal_value=-5.78177e-07 -0.00131552 -0.00117509 -0.00326345 -0.00026019 -0.00224206 0.000642496 0.00698725 0.0114753 -0.00236719 4.94984e-05 0.00613194 0.0013531 0.00409345 0.00218297 0.0194228 -0.000363579 0.000869575 -0.0043355 0.00391901 0.00108053 0.0144619 -0.0048327 -0.00580348 -0.010865 -0.000986897 0.00214951 0.00368242 0.00548807 0.0105641
internal_weight=1.32591e+06 2594 2567 782 1785 801 379 117 91 262 203 99 984 379 337 42 605 314 116 198 156 42 422 388 118 580 243 217 193 106
internal_count=1325907 2594 2567 782 1785 801 379 117 91 262 203 99 984 379 337 42 605 314 116 198 156 42 422 388 118 580 243 217 193 106
cat_boundaries=0 1
cat_threshold=2354
is_linear=0
shrinkage=0.05


Tree=332
num_leaves=31
num_cat=1
split_feature=90 65 92 72 136 66 30 77 13 98 85 74 5 96 32 91 126 62 107 65 99 113 63 88 54 94 62 116 31 0
split_gain=1.62233 1.94678 2.39953 2.26663 2.21089 2.1573 2.15435 1.91947 2.60282 2.03875 1.87319 1.84486 3.04168 2.3646 2.36028 2.28219 2.12688 2.06545 2.03821 1.82925 1.79678 1.97726 2.01429 2.04058 1.78071 1.76078 1.78102 1.72276 1.61398 1.58411
threshold=0.93039727210998546 3.1149998903274541 0.88805899024009716 0.37962806224823004 0 1.3550000190734866 1011.4500122070314 24.285000801086429 2.3149999380111699 -0.30130703747272486 0.84736880660057079 0.39744356274604803 1.8499999642372134 -0.97270250320434559 14.050000190734865 -0.51732236146926869 -0.44618082046508784 0.2362695708870888 -0.97508704662322987 15.614999771118166 -0.40713669359683985 -0.68832838535308827 0.30347988009452825 -0.35765029489994044 0.49500000476837164 0.10987387225031854 0.27010288834571844 0.28400452435016638 1020.8500061035157 337.50000000000006
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=-1 2 11 24 6 27 25 8 -8 -9 -10 12 13 -2 -15 -13 17 -17 -16 -12 21 28 23 -23 -4 26 -3 -5 -6 -14
right_child=1 4 3 5 20 -7 7 9 10 -11 19 15 29 14 18 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.8994403133321297e-06 0.022413653006688471 0.016572223344119268 -0.016339200213551522 0.0064579529897309841 0.0078731450426857922 0.0012665349593821993 -0.0018793716175892886 -0.0080530927859755429 -0.0018873580591753127 0.0066599564971747231 0.02625193034298718 -0.0021037333737863942 -0.0039516347442187516 -0.0089978849425242525 0.00017085026787674946 -0.011786809732161818 -0.0088907418268622702 0.0073435809568848549 0.021995608592405916 0.004867059579119086 0.016022510058246554 0.015406572923529894 -0.0085654095685506453 -0.0054347827200494385 0.0038617530823103156 -0.0034290633702443712 0.0025387070907387311 0.026962468356248881 -0.0066165796989067042 0.0054877045732260182
leaf_weight=1323313 21 40 20 20 152 47 434 184 25 27 20 463 306 25 23 21 331 43 20 20 28 24 61 23 24 45 52 21 22 52
leaf_count=1323313 21 40 20 20 152 47 434 184 25 27 20 463 306 25 23 21 331 43 20 20 28 24 61 23 24 45 52 21 22 52
internal_value=-5.49268e-07 -0.00124974 -0.00247883 0.00394543 0.000276788 0.00857839 -0.00105228 -0.0021724 -0.000481867 -0.00617038 0.00884917 -0.00312864 -0.000524068 0.0077481 0.00321904 -0.00448556 -0.00727743 0.00106642 0.0103219 0.0155595 0.00381891 0.00274263 -0.00257159 0.00520761 -0.0053205 0.00467587 0.00864024 0.0169603 0.00604111 -0.00258056
internal_weight=1.32591e+06 2594 1437 132 1157 88 847 710 499 211 65 1305 447 89 68 858 395 64 43 40 310 282 108 47 44 137 92 41 174 358
internal_count=1325907 2594 1437 132 1157 88 847 710 499 211 65 1305 447 89 68 858 395 64 43 40 310 282 108 47 44 137 92 41 174 358
cat_boundaries=0 1
cat_threshold=2835
is_linear=0
shrinkage=0.05


Tree=333
num_leaves=31
num_cat=0
split_feature=90 28 65 56 83 35 3 2 105 76 74 76 5 24 76 54 64 32 32 124 109 9 96 72 80 2 69 32 98 19
split_gain=1.46415 2.117 2.48161 2.4781 2.32453 2.55538 2.25239 2.59343 3.57501 2.16619 2.7722 2.46489 2.29908 2.27356 2.16597 1.94315 2.22063 3.06668 2.59273 1.90559 2.88478 2.2168 1.92843 2.96629 1.84907 2.27246 1.71467 1.78136 1.82955 2.57496
threshold=0.93039727210998546 1016.8500061035157 2.8950001001358037 334.85888671875006 303.10736083984381 11.250000000000002 330.50000000000006 327.50000000000006 -0.56292760372161854 22.195000648498539 0.81506434082984935 14.534999847412111 9.5500001907348651 329.50000000000006 34.864999771118171 0.41499999165534979 4.4149999618530282 15.34999990463257 16.94999980926514 0.78257837891578685 0.1289702504873276 3.0499999523162846 -0.96190938353538502 0.50654792785644542 293.03981018066412 308.50000000000006 261.94285583496099 16.44999980926514 -0.54707345366477955 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 2 3 4 5 -2 7 9 -9 10 13 -12 -11 15 -14 -4 17 24 -18 21 -21 22 23 -7 -17 -26 27 28 29 -23
right_child=1 -3 6 -5 -6 19 -8 8 -10 12 11 -13 14 -15 -16 16 18 -19 -20 20 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.8044683045258296e-06 0.014988276195855669 -0.0033204751219403274 -0.0098789214586409244 0.012367008613615201 -0.0054168825182090204 0.02597845898941159 -0.0032159892872708744 0.0056869887163241706 0.029478665869683032 -0.007910289156383702 0.0030224513307574295 0.022383380609431437 0.011503493278065609 -0.013476145978678356 -0.0035172265517758208 0.0041154521750286222 -0.0012642817588608812 -0.0017669856027864358 0.017478777756471008 -0.0070086920790625026 0.013747699824260905 0.01631619786597131 -0.0016384243385603086 -9.4025418244806744e-05 0.033376283928721578 0.010898748759857635 -0.0097567787689153002 -0.0076977169648095789 -0.0091895140828065838 -0.0010697914341570843
leaf_weight=1323313 26 803 26 29 386 20 183 75 20 98 31 35 42 22 56 20 152 34 21 26 47 34 69 24 23 22 106 79 28 57
leaf_count=1323313 26 803 26 29 386 20 183 75 20 98 31 35 42 22 56 20 152 34 21 26 47 34 69 24 23 22 106 79 28 57
internal_value=-5.21804e-07 -0.00118726 -0.00023082 -0.00201963 -0.00248217 -0.000286821 0.00170567 0.00303604 0.0106958 0.00178574 0.0039594 0.0132896 -0.00249503 0.00203505 0.00292022 0.00318017 0.00442846 0.0104006 0.00101089 -0.00109734 0.00635501 -0.00240194 0.00357753 0.0117571 0.0167652 0.0223873 -0.00462458 -0.00187704 0.00198711 0.00542607
internal_weight=1.32591e+06 2594 1791 931 902 516 860 677 95 582 386 66 196 320 98 298 272 99 173 490 73 417 113 44 65 45 304 198 119 91
internal_count=1325907 2594 1791 931 902 516 860 677 95 582 386 66 196 320 98 298 272 99 173 490 73 417 113 44 65 45 304 198 119 91
is_linear=0
shrinkage=0.05


Tree=334
num_leaves=31
num_cat=2
split_feature=136 99 56 40 57 32 17 72 64 113 126 53 17 86 38 80 63 114 43 66 4 52 121 121 53 74 31 4 136 40
split_gain=1.36936 3.00437 4.3185 4.25039 2.9424 5.04893 4.6726 4.73069 4.0066 3.89497 4.00586 3.99756 4.59248 3.66271 3.5702 5.17877 3.73199 3.58524 3.39751 5.55841 5.61118 4.90354 4.64984 4.6261 4.4233 4.28007 4.27627 3.93975 3.85352 3.83734
threshold=0 -0.87829604744911183 154.94572448730472 10.449999809265138 229.76102447509768 9.9499998092651385 14.039999961853029 0.79460042715072643 26.644999504089359 -0.79332312941551197 0.9536806344985963 1.4550000429153445 11.120000362396242 0.846083164215088 11.84999990463257 310.84558105468756 0.38924109935760504 -0.71322327852249134 7.3500001430511483 1.3949999809265139 5.3500001430511483 2.5649999380111699 -0.8338540494441985 0.70088258385658275 0.034999999217689044 0.52453795075416576 1007.5499877929689 9.4499998092651385 1 7.2500000000000009
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 1 2
left_child=1 2 3 -1 -2 8 7 9 -6 18 -11 13 -13 14 16 -16 -12 -18 19 20 24 23 27 29 -7 -24 -25 -20 -26 -21
right_child=4 -3 -4 -5 5 6 -8 -9 -10 10 11 12 -14 -15 15 -17 17 -19 22 21 -22 -23 25 26 28 -27 -28 -29 -30 -31
leaf_value=-0.0020881794682385477 -2.8060358508606644e-05 1.6277557361612569e-05 -0.00021373048335219608 0.020471424999691193 -0.0007103858708968451 0.0032078406878058938 -0.00017958382433042126 0.00010067255829590645 0.00033090514697232606 -2.9936279944051301e-05 -0.00046574757271520016 -0.00096010104086267109 0.0033171693878979755 0.0011413340836920233 -0.0010209573150274742 0.0087904467648782202 0.022802356604046916 0.0032382864279172094 -0.00065305100514030537 0.0015661220965237439 0.0013763367614332883 0.00084262223128540393 0.0024613874743571935 0.025797834466009036 -0.0020236827659255059 6.9997339093827332e-05 0.0040981524557080788 -0.0051368737420826047 0.00054461682394344217 0.0076735722245195289
leaf_weight=3618 574914 320689 142746 21 26474 628 49335 90230 14189 32220 454 2499 838 1857 171 630 36 67 3603 14003 4990 23270 2615 23 4446 6577 1763 567 2172 262
leaf_count=3618 574914 320689 142746 21 26474 628 49335 90230 14189 32220 454 2499 838 1857 171 630 36 67 3603 14003 4990 23270 2615 23 4446 6577 1763 567 2172 262
internal_value=-4.95714e-07 -6.93971e-05 -0.000257091 -0.00195799 3.69765e-05 0.000168672 0.000254879 0.00036541 -0.000347036 0.000595779 0.000199247 0.00132627 0.000114023 0.00258453 0.00455803 0.00669588 0.00148366 0.0100762 0.000832602 0.00101675 8.60794e-05 0.00130635 0.000122089 0.00197865 -0.000802464 0.000750316 0.0043776 -0.00126272 -0.00118301 0.0016783
internal_weight=1.32591e+06 467074 146385 3639 858833 283919 243256 193921 40663 103691 38772 6552 3337 3215 1358 801 557 103 64919 51557 12236 39321 13362 16051 7246 9192 1786 4170 6618 14265
internal_count=1325907 467074 146385 3639 858833 283919 243256 193921 40663 103691 38772 6552 3337 3215 1358 801 557 103 64919 51557 12236 39321 13362 16051 7246 9192 1786 4170 6618 14265
cat_boundaries=0 1 2
cat_threshold=5187 2048
is_linear=0
shrinkage=0.05


Tree=335
num_leaves=31
num_cat=3
split_feature=104 41 136 120 52 64 111 89 96 52 7 82 136 12 123 74 19 12 74 57 4 76 71 39 119 136 28 69 15 30
split_gain=1.23062 4.90689 5.5922 5.52796 3.95631 8.25352 5.15802 4.16009 4.45107 5.51199 4.7406 3.89798 3.71885 6.11904 3.61915 3.96673 3.6219 3.4795 4.2808 3.41526 3.37192 3.87774 3.30097 3.27598 3.2129 3.15733 3.13952 5.23959 2.94137 2.94029
threshold=-0.97500008344650257 9.2500000000000018 0 -0.41467745602130884 0.2650000005960465 1.1950000524520876 0.084272492676973357 -0.81361740827560414 -0.96565774083137501 1.2649999856948855 4.8500001430511483 291.24688720703131 1 1.5850000381469729 -0.99687939882278431 0.33173155784606939 13.344999790191652 0.70499998331069957 0.56415879726409923 287.69320678710943 9.0500001907348651 1.6649999618530276 249.47364044189456 19.849999427795414 0.87032255530357372 2 1015.5499877929689 266.36421203613287 1.0349999666213991 1009.2500000000001
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 1 2 2 2 2
left_child=1 2 20 -3 6 -6 17 -7 9 22 25 12 13 -11 26 16 -16 28 23 -20 21 24 -9 -19 -1 -10 27 -5 -4 -23
right_child=-2 3 4 14 5 7 -8 8 10 11 -12 -13 -14 -15 15 -17 -18 18 19 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00090339424602527488 1.8042293038811408e-05 -0.0013205648922267384 -0.00016136996924031666 0.0035326781676490171 -0.0021458237312130127 9.8438086975358293e-05 -0.0011229524967728323 0.0079125533802578332 -0.00062701096429696899 -0.0086658404393564949 -0.002094953489493684 0.0013132518892207509 -0.002281608542623193 -0.0011843844828818809 0.0067423284819810754 -0.00044758388838634245 0.00015683531654360277 0.0033358077923180511 0.00047534020436276308 0.0055360656063415236 -0.0023477983480408387 0.0072616637732369968 1.6375386621218752e-06 0.023653097442511355 0.016148283147984849 0.0017629623241509143 -0.0016605101495992709 0.018243387416142093 -0.008638910442082719 0.0015693079711831964
leaf_weight=2063 1205026 16319 1465 551 5381 51541 2769 146 2498 689 2097 536 3067 453 383 8390 459 2486 3963 364 688 233 1362 20 28 3076 233 68 110 8600
leaf_count=2063 1205026 16319 1465 551 5381 51541 2769 146 2498 689 2097 536 3067 453 383 8390 459 2486 3963 364 688 233 1362 20 28 3076 233 68 110 8600
internal_value=2.83421e-06 -0.000149835 1.99193e-05 -0.000751849 -0.000125511 -0.000263454 0.000748737 -0.00010873 -0.000875581 -0.00186573 -6.84603e-05 -0.00270261 -0.00321402 -0.00564869 0.000168507 -0.000119251 0.00315237 0.00136514 0.00185347 0.000901063 0.00104639 0.00126112 0.000767548 0.00349796 -0.00067506 0.000693929 0.00328657 0.00514872 -0.000753452 0.00171946
internal_weight=1.32506e+06 120038 93635 26403 82023 70846 11177 65465 13924 6253 7671 4745 4209 1142 10084 9232 842 8408 6833 4327 11612 10924 1508 2506 2091 5574 852 619 1575 8833
internal_count=1325064 120038 93635 26403 82023 70846 11177 65465 13924 6253 7671 4745 4209 1142 10084 9232 842 8408 6833 4327 11612 10924 1508 2506 2091 5574 852 619 1575 8833
cat_boundaries=0 1 2 3
cat_threshold=1056 770 898
is_linear=0
shrinkage=0.05


Tree=336
num_leaves=31
num_cat=3
split_feature=60 52 136 27 52 1 61 42 88 79 134 31 104 92 91 57 69 55 136 32 61 88 72 89 26 110 86 25 96 136
split_gain=1.11946 5.14145 4.87276 4.96371 3.84378 3.93478 3.46557 3.30445 3.18046 3.45361 3.28338 3.15778 2.95338 3.01683 3.39523 3.40235 2.92125 2.89182 4.94709 6.52146 4.66727 4.22039 4.07525 5.4712 5.03593 5.37375 4.21452 3.92758 3.29842 3.33757
threshold=0.44028778374195104 3.3149999380111699 0 196.50000000000003 0.38499999046325689 246.50000000000003 0.3731896579265595 7.0499999523162851 0.091408554464578642 1.6150000095367434 1013.4500122070314 1015.4500122070314 -0.88665586709976185 0.19573196023702624 0.12890820950269702 233.17728424072268 245.7658386230469 2.2350000143051152 1 12.84999990463257 0.34316430985927587 -0.42944434285163874 0.61727485060691845 -0.99999085068702687 281.50000000000006 0.8621424436569215 0.90988886356353771 24.500000000000004 -0.97585976123809803 2
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 1
left_child=1 17 3 -3 5 7 12 -2 -6 -10 11 -11 16 -14 15 -15 -4 20 19 27 -1 -22 24 -24 25 -21 -25 -19 -26 -30
right_child=4 2 6 -5 8 -7 -8 -9 9 10 -12 -13 13 14 -16 -17 -18 18 -20 22 21 -23 23 26 28 -27 -28 -29 29 -31
leaf_value=1.7935144359212457e-05 -3.5877157888108311e-05 0.0011927896640562896 -0.0076644954087578447 -0.00030058955336919132 3.1083142857780314e-05 0.001992484438579072 -0.0004381888491266691 -0.013830354645721278 -0.002548606092417873 0.0025623352553337934 -0.0065292631846293053 9.7055077856860741e-05 -0.00071172980511956859 0.0011566659822790893 -0.0093280291937347607 -0.0034755128904098683 -0.0024411288410147989 0.0176944604398863 -0.00018787623195327366 0.00097662454638391136 -0.00014002985848836263 -0.0010328656090551449 0.023839571736752989 0.00063559513466543058 0.0048646667350671132 -0.0057619588934389211 -0.0048401748769804631 -0.00012110723717908001 0.0040376344798068618 0.0014816647104948953
leaf_weight=703772 3259 6310 303 47080 403107 5136 15794 44 573 3692 124 2004 7993 545 183 1454 2296 31 26230 3777 38639 20132 25 8807 1342 321 366 15012 1732 4981
leaf_count=703772 3259 6310 303 47080 403107 5136 15794 44 573 3692 124 2004 7993 545 183 1454 2296 31 26230 3777 38639 20132 25 8807 1342 321 366 15012 1732 4981
internal_value=2.69207e-06 -2.85024e-05 -0.000406209 -0.000124068 7.03989e-05 0.00112667 -0.000933124 -0.000219636 4.86312e-05 0.00115512 0.00151976 0.00169499 -0.0015458 -0.00116156 -0.00280937 -0.00221261 -0.00305009 9.01249e-06 0.000335635 0.000712798 -1.78115e-05 -0.000445871 0.0012748 0.000480775 0.00187576 0.000448785 0.000417114 -8.43936e-05 0.00260173 0.00214934
internal_weight=1.32506e+06 907125 81958 53390 417939 8439 28568 3303 409500 6393 5820 5696 12774 10175 2182 1999 2599 825167 62624 36394 762543 58771 21351 9198 12153 4098 9173 15043 8055 6713
internal_count=1325064 907125 81958 53390 417939 8439 28568 3303 409500 6393 5820 5696 12774 10175 2182 1999 2599 825167 62624 36394 762543 58771 21351 9198 12153 4098 9173 15043 8055 6713
cat_boundaries=0 1 2 3
cat_threshold=1377 2835 514
is_linear=0
shrinkage=0.05


Tree=337
num_leaves=31
num_cat=2
split_feature=104 42 136 120 94 136 14 84 21 32 66 15 97 28 30 110 64 32 35 92 74 71 57 106 34 38 16 25 57 4
split_gain=1.10396 4.4333 6.31114 4.67906 4.33716 6.67904 4.89483 4.30438 4.11198 4.11171 4.96537 3.65881 3.52493 3.79072 3.38395 3.18467 3.4137 4.40647 2.99206 2.93658 2.91981 4.40926 3.73081 3.15129 2.88848 3.5261 2.86504 3.80645 2.98054 3.28171
threshold=-0.97500008344650257 7.5499999523162851 0 -0.41467745602130884 -0.56846028566360463 1 1.5249999761581423 0.73576602339744579 7.3650000095367441 18.94999980926514 12.265000343322756 0.56499999761581432 -0.94804352521896351 1019.7500000000001 1024.049987792969 0.016504334285855297 0.79500001668930065 15.949999809265138 8.5500001907348651 -0.71703550219535817 0.35009844601154333 248.29622650146487 244.5927429199219 -0.97964170575141896 12.84999990463257 14.449999809265138 15.405000209808351 226.50000000000003 205.78896331787112 6.5499999523162851
decision_type=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 2 2 2 2
left_child=1 2 7 26 5 6 12 -1 11 -8 -11 -5 18 24 -9 -13 17 -17 -4 -15 22 -22 -19 -23 -14 -26 28 -28 -3 -30
right_child=-2 3 4 8 -6 -7 9 14 -10 10 -12 15 13 19 -16 16 -18 20 -20 -21 21 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00090169497995446705 1.6963714058398151e-05 -0.0025637503697959522 -0.017012995815346554 -0.0061222422917732427 4.8984434516433783e-05 -0.00027445902640177162 -0.00076916910276175938 0.001455912370417891 -0.0015310135230875296 0.028019906101482257 -0.0012566530605545268 0.00017711521316648722 0.0040174181189199555 -0.014192207490837355 0.0061789838839222885 0.00067528997984481979 0.0013495887213652547 0.01117606895366827 -0.0054494826407625874 -0.00034359582005289655 -0.00048891601802193024 0.0086476758301544648 0.032351866987748792 0.031596713965492594 -0.007760809302990195 -0.00078096083492448472 0.001971211073473002 -0.0016680907615646062 -0.00064487783124056474 -0.0032124537194914444
leaf_weight=1999 1205026 4410 59 192 66649 10835 1144 8046 2782 28 30 5381 210 109 398 240 1956 104 1079 59 114 52 26 21 237 765 1517 1365 8781 1450
leaf_count=1999 1205026 4410 59 192 66649 10835 1144 8046 2782 28 30 5381 210 109 398 240 1956 104 1079 59 114 52 26 21 237 765 1517 1365 8781 1450
internal_value=2.55947e-06 -0.00014204 2.70836e-05 -0.000687978 -0.000121763 -0.00090372 -0.00272846 0.00118349 0.00012708 -0.000110709 0.0128769 0.000697549 -0.00398891 -0.00229008 0.00167853 0.000863422 0.00233299 0.00578636 -0.006049 -0.00932871 0.00965594 0.00565494 0.0154112 0.0152495 -0.00131443 -0.00243188 -0.00119349 0.000247531 -0.00147714 -0.00100877
internal_weight=1.32506e+06 120038 91647 28391 81204 14555 3720 10443 10868 1202 58 8086 2518 1380 8444 7894 2513 557 1138 168 317 187 130 73 1212 1002 17523 2882 14641 10231
internal_count=1325064 120038 91647 28391 81204 14555 3720 10443 10868 1202 58 8086 2518 1380 8444 7894 2513 557 1138 168 317 187 130 73 1212 1002 17523 2882 14641 10231
cat_boundaries=0 1 2
cat_threshold=48 1794
is_linear=0
shrinkage=0.05


Tree=338
num_leaves=31
num_cat=1
split_feature=112 69 81 128 77 54 57 54 18 122 65 28 94 55 87 37 108 100 136 55 23 118 26 66 107 67 127 14 125 106
split_gain=1.0545 2.62064 2.93089 2.26634 2.79464 2.67038 2.47132 2.44492 2.03002 2.44737 1.97101 3.1527 2.43248 2.34742 3.04433 2.82446 2.55013 3.07944 2.5572 2.34143 2.3271 2.25294 2.31954 2.1511 2.14591 2.1888 2.78164 2.65028 2.21834 4.35137
threshold=0.11319890245795251 196.7288513183594 303.58512878417974 117.50000000000001 1.9750000238418581 14.025000095367433 258.20147705078131 0.21499999612569812 11.120000362396242 -0.59480014443397511 0.72500002384185802 1017.0499877929689 0.69142916798591625 3.5449999570846562 0.65088096261024486 11.449999809265138 0.84015536308288585 -0.048579992726445191 0 7.1949999332427987 4.8750000000000009 -0.76037701964378346 271.50000000000006 10.375000000000002 0.17279224097728732 5.2750000953674325 -0.98897820711135853 0.9650000035762788 0.49240480363368994 -0.99888449907302845
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 -2 4 6 10 7 -3 9 -4 11 12 -6 15 19 -12 18 -18 -16 -15 -20 -13 -23 -19 25 26 27 -17 -28 -30
right_child=1 3 8 -5 5 -7 -8 -9 -10 -11 13 21 -14 14 16 24 17 23 20 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-4.5892258636162278e-06 6.3622261256306148e-05 0.012909989734180272 -0.0055083663763340427 -0.0029665283302731243 0.0051324193472548855 -0.0017321695556791021 -0.0054176693584450436 -0.00026491592572674836 -0.0057234024518199424 0.0064097170750914232 0.0060038986792390666 0.0075096678961482314 0.018747714515775445 0.012786158311680963 -0.0023850398448727601 -0.00063197424068399096 0.022742952329904906 0.0026135900596084148 0.014908491846706187 0.0014877526562971375 0.0019435660116996559 -0.011590129436295041 0.0028548208501269212 0.017679550947754512 -0.0046219622590781551 -0.0030601995321654341 -0.00075880440287767336 0.02176904280880286 0.016121041796762835 0.0016608331921055871
leaf_weight=1293030 20961 36 81 360 523 605 239 1612 373 92 211 45 35 118 350 23 28 154 35 75 3115 68 47 28 230 386 1156 31 55 962
leaf_count=1293030 20961 36 81 360 523 605 239 1612 373 92 211 45 35 118 350 23 28 154 35 75 3115 68 47 28 230 386 1156 31 55 962
internal_value=2.4314e-06 0.000285814 -3.0582e-05 0.000932221 0.00107027 0.00146601 -0.000666194 2.28854e-05 -0.00364709 0.000829574 0.00171811 0.00421227 0.00598643 0.0014607 0.00227314 0.00042241 0.00195464 0.0073063 0.00163354 0.00839559 0.00208101 -0.00197511 -0.00568654 0.00493143 8.16656e-06 0.000415717 0.00101819 0.0122279 0.000739623 0.00244285
internal_weight=1.32506e+06 32034 21507 10527 10167 8280 1887 1648 546 173 7675 718 558 6957 3903 3054 3710 210 3500 193 3150 160 115 182 2843 2613 2227 54 2173 1017
internal_count=1325064 32034 21507 10527 10167 8280 1887 1648 546 173 7675 718 558 6957 3903 3054 3710 210 3500 193 3150 160 115 182 2843 2613 2227 54 2173 1017
cat_boundaries=0 1
cat_threshold=2260
is_linear=0
shrinkage=0.05


Tree=339
num_leaves=31
num_cat=1
split_feature=60 52 25 136 70 52 1 114 40 88 19 55 28 37 12 30 34 98 20 20 67 102 122 16 95 52 16 75 20 13
split_gain=1.03112 4.66033 4.5251 3.51678 3.53766 3.46626 3.55467 3.16902 2.96958 2.84637 3.18964 3.07798 3.54789 2.81896 2.88029 2.79664 3.45168 3.5773 3.06519 2.96922 2.96434 2.88056 2.74508 2.7381 3.03588 4.20058 4.82883 4.39 4.06434 3.47195
threshold=0.44028778374195104 3.3149999380111699 185.50000000000003 0 330.94860839843756 0.38499999046325689 246.50000000000003 -0.93038213253021229 7.5499999523162851 0.091408554464578642 9.5450000762939471 4.8350000381469735 1011.3500061035157 14.150000095367433 0.85500001907348644 1016.3500061035157 5.2500000000000009 -0.79387363791465748 6.8750000000000009 6.3150000572204599 45.82500076293946 0.71536824107170116 0.36648726463317877 11.120000362396242 -0.95181837677955616 10.144999980926515 13.344999790191652 0.82383215427398693 6.8350000381469735 2.1650000810623173
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 -1 7 -4 15 6 8 -3 -2 23 -11 -12 -13 14 -9 20 17 19 -19 -17 -5 -22 -15 -7 28 26 27 -26 -25 -29
right_child=5 2 3 4 -6 9 -8 13 -10 10 11 12 -14 22 -16 16 -18 18 -20 -21 21 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=8.0869932468574185e-06 -4.32867892670634e-05 -0.0022859097850765034 -0.00023942372670546046 -0.0014531578294045284 -0.0046659097532429673 -0.00018013677113583456 0.001893282505519994 -0.016432875392234158 -0.013750003193563315 0.0024847640557426188 -0.0011998076684582501 -0.0044092546409470234 0.0023769189725937577 0.0026815600859323809 1.7519732776876212e-05 0.0059381030714961104 -0.00050327653706483475 0.012519301381984703 0.00046825289680826958 -0.0022938920690507218 0.00034051705964647789 0.0093681932136448279 -0.0018765043189145022 -0.0014509151407374433 0.0011342044870110855 1.7529616848990311e-05 -9.6995816420617355e-06 -0.00022534768558152263 0.00014142421337755482 0.0011888090302385503
leaf_weight=825167 3263 677 49060 14166 626 111949 5136 27 40 2505 1958 217 1713 3080 1836 170 10930 148 82 308 361 117 370 7100 30252 188225 35505 14721 9200 6155
leaf_count=825167 3263 677 49060 14166 626 111949 5136 27 40 2505 1958 217 1713 3080 1836 170 10930 148 82 308 361 117 370 7100 30252 188225 35505 14721 9200 6155
internal_value=2.30893e-06 -2.76296e-05 -0.00038723 -0.000491554 -0.000950809 6.72896e-05 0.00107035 0.000935862 -0.000209278 4.66186e-05 0.00109338 0.000196921 0.00161391 0.00134639 -0.000220892 -0.000862683 -0.000284121 0.00309917 0.00822284 0.000633805 -0.00132248 0.00255022 0.00219272 3.00177e-05 0.000110821 0.000150139 0.000438255 0.00074933 -0.000552171 0.000191597
internal_weight=1.32506e+06 907125 81958 75968 26908 417939 8439 5990 3303 409500 6393 3888 1930 5313 1863 26282 11638 708 230 478 14644 478 3450 403107 291158 274858 86633 51128 16300 20876
internal_count=1325064 907125 81958 75968 26908 417939 8439 5990 3303 409500 6393 3888 1930 5313 1863 26282 11638 708 230 478 14644 478 3450 403107 291158 274858 86633 51128 16300 20876
cat_boundaries=0 1
cat_threshold=1377
is_linear=0
shrinkage=0.05


Tree=340
num_leaves=31
num_cat=2
split_feature=22 52 136 35 107 34 35 56 30 100 66 95 35 131 107 83 93 136 22 28 25 6 79 97 107 100 72 66 40 71
split_gain=1.05497 3.49398 3.24474 4.15307 2.74041 2.86652 2.96813 2.6064 3.32417 2.4141 2.97583 4.69577 5.41308 3.66314 2.87466 2.79335 2.38214 3.37342 2.8152 2.69444 2.43122 2.57732 3.37238 3.32837 3.55643 2.43078 2.68829 2.37891 2.27482 2.26261
threshold=6.3450000286102304 4.9649999141693124 0 16.150000572204593 -0.53151896595954884 16.349999427795414 22.550000190734867 240.16697692871097 1018.6499938964845 -0.065203063189983354 1.1950000524520876 -0.85737338662147511 11.750000000000002 168.50000000000003 -0.9311680495738982 301.91346740722662 -0.99569058418273915 1 4.9849998950958261 1021.1499938964845 302.50000000000006 8.2500000000000018 14.525000095367433 -0.69276961684226979 -0.40384221076965326 0.39019939303398138 0.3736653625965119 10.09500026702881 12.150000095367433 296.27117919921881
decision_type=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 2
left_child=1 16 4 9 5 -3 -7 8 -5 10 15 12 -12 14 -14 -4 17 28 19 25 -20 22 27 24 -23 26 -19 -22 29 -1
right_child=-2 2 3 7 -6 6 -8 -9 -10 -11 11 -13 13 -15 -16 -17 -18 18 20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0050997492989705235 3.2857090131680962e-05 0.00011715088973115796 -0.0019366625240554336 -0.0056078681372802967 -0.001572765654044726 0.0024137366801338009 -0.012056887857357248 -0.0014017000676202727 0.0083417955144411988 -0.00034639182851936632 -0.012128068857712225 -0.00088945838257007369 -0.0082136432799664108 -0.0095965638220604898 -0.0013833861296644696 0.0023199275969712223 -1.2427905645609961e-06 0.0070179672787534716 -0.0016866524929308299 -0.013080556122586132 -0.00060591895731687106 -0.00095769026918934212 0.0042922319107457935 -0.0076561761485321516 0.017876828397409276 -0.0033363642669572251 0.0014105971029801936 0.016801778790540994 0.011980379287463924 -0.0005347264402182796
leaf_weight=807 822331 6137 673 838 1605 2263 36 1347 45 27021 186 3401 176 192 1235 902 448825 298 3710 30 1050 696 647 194 26 177 756 20 24 409
leaf_count=807 822331 6137 673 838 1605 2263 36 1347 45 27021 186 3401 176 192 1235 902 448825 298 3710 30 1050 696 647 194 26 177 756 20 24 409
internal_value=-2.0476e-06 -5.90294e-05 -0.000474137 -0.000695616 0.000320655 0.00068127 0.00218714 -0.0027857 -0.00489696 -0.000557868 -0.00140256 -0.00198025 -0.00405391 -0.00311705 -0.00223535 0.00050108 -1.72555e-05 -0.000829884 -0.00043247 0.00172467 -0.000861996 0.000299978 0.00144257 -0.00184176 -0.000279439 0.00208548 0.00299598 -0.000280541 -0.00323734 -0.00356431
internal_weight=1.32606e+06 503726 46057 36016 10041 8436 2299 2230 883 33786 6765 5190 1789 1603 1411 1575 457669 8844 7604 1261 6343 2633 1717 916 722 1231 1054 1070 1240 1216
internal_count=1326057 503726 46057 36016 10041 8436 2299 2230 883 33786 6765 5190 1789 1603 1411 1575 457669 8844 7604 1261 6343 2633 1717 916 722 1231 1054 1070 1240 1216
cat_boundaries=0 1 2
cat_threshold=1184 3216
is_linear=0
shrinkage=0.05


Tree=341
num_leaves=31
num_cat=0
split_feature=36 20 58 85 75 129 20 32 38 71 99 102 73 65 77 60 70 69 32 5 35 69 92 88 33 95 20 26 36 56
split_gain=1.02167 2.44952 2.59731 1.46932 1.21797 1.00767 2.51697 2.56375 1.89861 2.08537 1.7695 1.39039 1.37459 1.25073 1.43232 1.38262 2.49812 1.47385 3.10284 3.18836 2.14535 1.86637 1.95208 1.62032 1.53898 1.50939 1.47843 1.64682 1.47726 1.46482
threshold=6.6499998569488534 5.9149999618530282 249.50122070312503 0.87426239252090465 0.59696662425994884 331.50000000000006 5.4949998855590829 15.949999809265138 16.849999427795414 306.73564147949224 -0.79348096251487721 0.91565769910812389 0.70573496818542492 1.1649999618530276 27.595000267028812 0.60032328963279735 265.18836975097662 292.90403747558599 15.550000190734865 8.5500001907348651 14.949999809265138 322.98785400390631 -0.33370478451251978 -0.20107986032962796 12.449999809265138 -0.77050670981407154 5.9949998855590829 297.50000000000006 16.44999980926514 267.95095825195318
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 -3 -4 -2 7 10 11 12 -7 13 -10 14 -8 16 -15 18 -18 -20 21 28 24 26 -23 -26 27 -22 -19 -24
right_child=5 3 4 -5 -6 6 8 -9 9 -11 -12 -13 -14 15 -16 -17 17 20 19 -21 23 22 29 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0080429711141618444 1.4840786656888139e-06 0.024245111122727397 0.015570813403106655 0.0053087823342398872 0.00011409697402268648 -0.0013408014903620396 0.0022904314519109903 0.013402757037431002 0.0050263960430884068 0.013406900600895433 -0.005032262857162355 0.012557869661776794 -0.005600207538033526 -0.0079949852960517886 0.016678470829501749 0.00017082144426283977 6.7058622593824879e-06 -0.0014233290140267438 0.0045844408061939401 0.027685184564907109 0.013305474908217244 0.00034225156921292507 -0.011069347830489278 -0.01181704190376243 0.0060193419855620184 0.022436813890401808 -0.0052017611165015073 -0.001718332970631309 0.010798764219507576 0.0019673734357918598
leaf_weight=50 1315473 20 26 21 25 848 128 25 94 51 526 21 45 127 20 4770 738 2233 59 20 24 31 25 66 28 28 278 76 25 156
leaf_count=50 1315473 20 26 21 25 848 128 25 94 51 526 21 45 127 20 4770 738 2233 59 20 24 31 25 66 28 28 278 76 25 156
internal_value=-1.94522e-06 0.00423896 5.49012e-05 0.014546 0.00799399 -2.3994e-06 -0.000491637 -0.00246526 -0.000186306 0.00475907 -0.00275398 -0.000292442 0.00158613 -0.000322997 0.00423476 -0.000400674 -0.00109716 -0.000865832 0.00101485 0.0104327 -0.00138318 -0.000819781 0.00312522 -0.00458846 0.00928025 0.0142281 -0.00332633 0.00188738 -0.00128801 0.000166721
internal_weight=1.32606e+06 142 101 41 51 1.32592e+06 10442 1399 9043 190 1374 8853 139 8832 148 8684 3914 3787 817 79 2970 2526 268 444 87 56 378 100 2258 181
internal_count=1326057 142 101 41 51 1325915 10442 1399 9043 190 1374 8853 139 8832 148 8684 3914 3787 817 79 2970 2526 268 444 87 56 378 100 2258 181
is_linear=0
shrinkage=0.05


Tree=342
num_leaves=31
num_cat=2
split_feature=70 123 30 22 57 87 100 94 134 115 105 13 78 120 127 31 136 35 87 1 90 81 79 62 114 82 97 96 57 136
split_gain=0.994545 3.05093 3.03151 2.89699 3.29583 2.57414 2.45334 2.34869 2.3375 2.26287 2.2046 3.22978 2.81693 2.88983 3.50488 3.69582 3.75501 3.36534 4.27313 4.06213 3.84129 3.52367 3.36029 4.00203 4.6131 3.42613 3.28719 3.46781 3.24332 2.9565
threshold=311.63751220703131 -0.59480014443397511 1006.7500000000001 4.8750000000000009 285.65589904785162 0.70336332917213451 -0.51841533184051503 -0.99899199604988087 1018.6499938964845 0.078456107527017607 -0.76354485750198353 1.2250000238418581 5.1150000095367441 0.23343648016452792 -0.9914070963859557 1015.8500061035157 0 11.250000000000002 0.82053819298744213 1.0000000180025095e-35 -0.41131646931171412 312.68840026855474 10.614999771118166 0.34293632209301 -0.39873388409614557 325.00663757324224 -0.4864418357610702 -0.88265299797058094 273.71548461914068 1
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 1
left_child=-1 2 -2 5 9 -4 -6 -8 10 -5 11 -3 -12 14 22 29 17 19 20 -17 -19 -22 -14 24 25 -24 28 -28 -20 -16
right_child=1 8 3 4 6 -7 7 -9 -10 -11 12 -13 13 -15 15 16 -18 18 26 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.3970990133725767e-05 0.0063538484034454867 -0.002094861330767177 0.010241270048872514 0.0009883180077754196 0.015974171838024631 -0.0039633480091669678 0.013720901935331285 -5.7445468712886127e-05 -0.0023341699345126726 0.0067861329592928737 0.0015029729128340384 0.00072672123047289939 -0.0005871485179626333 -0.0014711333970994756 -0.00022802877687659454 0.02133040148764849 -0.00032320762010355433 0.002745446986803745 -0.002382894426865287 -0.00021610974711437907 -0.0091189494952559468 0.010397077868500436 0.016358985615750919 0.0031926212784834209 -0.00029184373023991402 0.041812660433351995 0.022414150536465255 0.0028220860103539071 0.0012190825974620187 -0.0014941119060953166
leaf_weight=1229672 224 1093 34 16776 24 515 31 13576 1094 170 2401 14069 169 4409 14632 22 10770 1003 891 3837 25 309 39 125 26 20 23 1254 2093 6731
leaf_count=1229672 224 1093 34 16776 24 515 31 13576 1094 170 2401 14069 169 4409 14632 22 10770 1003 891 3837 25 309 39 125 26 20 23 1254 2093 6731
internal_value=-1.84796e-06 0.000152817 0.000557986 0.000516276 0.000580911 -0.00308364 2.11638e-06 -2.60551e-05 -4.24943e-05 0.00104648 -3.28483e-06 0.000523319 -0.000166969 -0.000253423 -0.000125497 -0.000169116 0.000315276 0.00104165 0.00182587 -9.3274e-05 0.004292 0.0089363 0.00466099 0.00888449 0.0172549 0.0249873 0.00105205 0.00317496 0.000143559 -0.000627749
internal_weight=1.32606e+06 96385 31350 31126 30577 549 13631 13607 65035 16946 63941 15162 48779 46378 41969 41590 20227 9457 5598 3859 1337 334 379 210 85 59 4261 1277 2984 21363
internal_count=1326057 96385 31350 31126 30577 549 13631 13607 65035 16946 63941 15162 48779 46378 41969 41590 20227 9457 5598 3859 1337 334 379 210 85 59 4261 1277 2984 21363
cat_boundaries=0 1 2
cat_threshold=1168 902
is_linear=0
shrinkage=0.05


Tree=343
num_leaves=31
num_cat=0
split_feature=71 79 109 6 35 62 68 125 86 62 112 39 122 106 108 113 33 43 88 0 28 67 35 0 99 22 28 12 61 35
split_gain=0.956232 2.31265 3.01074 2.65828 2.96259 2.72165 2.70196 3.28598 3.5777 2.80981 2.51904 2.45973 3.19148 2.80945 2.44878 2.25791 2.11076 2.50037 2.18369 3.42535 3.75967 2.29659 2.29579 2.10576 3.46539 3.04856 4.29208 3.60278 3.45391 2.91195
threshold=321.49378967285162 24.695000648498539 0.96708381175994884 9.4499998092651385 15.250000000000002 0.40302513539791113 343.80905151367193 0.95878320932388317 0.86377447843551647 0.31718300282955175 0.21643137186765674 10.650000095367433 -0.23343648016452787 -0.072326768189668642 0.70197454094886791 -0.36648726463317866 14.34999990463257 11.750000000000002 0.091408554464578642 29.500000000000004 1014.1499938964845 0.91500002145767223 11.750000000000002 349.50000000000006 -0.20948752015829084 5.3250000476837167 1016.7500000000001 1.3849999904632571 0.29364170134067541 11.449999809265138
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 10 4 -3 -6 14 8 -8 -10 23 13 -13 -9 -5 -7 17 18 21 20 -20 22 -16 -2 25 26 -25 -27 -28 -26
right_child=1 3 -4 6 5 15 7 11 9 -11 -12 12 -14 -15 16 -17 -18 -19 19 -21 -22 -23 -24 24 29 27 28 -29 -30 -31
leaf_value=-8.4153726786753564e-06 0.00060865817355354825 -0.00065982577218927612 -0.0013333515927416667 0.0046815273730623488 -0.008459074866149283 -0.0028228102362881343 -0.0038851629085838793 -0.010349499642140639 0.027885175489872283 0.0078420016490032569 0.0074648541761628273 0.019860960778239515 0.0028779437261088193 0.0038706461048123482 0.0021659697805132185 0.01166027331905019 0.0023798528257115421 -0.017318503490903161 -0.0057853740285195056 -0.0065275655478936687 0.024505536304786801 7.8846951360565058e-05 -0.014102955608579673 -0.0037448105040109821 0.00046178247313946488 -0.0066466052833342604 0.028606664825763024 0.0024898081346109973 0.0063937025177957761 0.024782345152925701
leaf_weight=1294223 16331 6045 1809 285 243 204 25 71 36 34 141 31 257 68 35 31 743 22 21 268 20 3897 57 36 20 123 35 879 35 32
leaf_count=1294223 16331 6045 1809 285 243 204 25 71 36 34 141 31 257 68 35 31 743 22 21 268 20 3897 57 36 20 123 35 879 35 32
internal_value=-1.75633e-06 0.000268969 0.000609227 -0.000264796 -0.000959464 -0.00474883 0.00050715 0.00394076 0.0123512 0.0181499 0.000808531 0.00206958 0.00470598 -0.00339288 0.000172008 -0.000912276 -8.18367e-05 -0.000505224 -0.000419163 -0.00446851 0.00899068 -0.000105488 -0.00791369 0.000754873 0.00281334 0.00222131 0.0102849 0.00136827 0.0175002 0.0154283
internal_weight=1.32606e+06 31834 19441 12393 6523 478 5870 522 95 70 17632 427 288 139 5348 235 5063 4320 4298 309 41 3989 92 17491 1160 1108 106 1002 70 52
internal_count=1326057 31834 19441 12393 6523 478 5870 522 95 70 17632 427 288 139 5348 235 5063 4320 4298 309 41 3989 92 17491 1160 1108 106 1002 70 52
is_linear=0
shrinkage=0.05


Tree=344
num_leaves=31
num_cat=0
split_feature=22 72 54 76 33 36 83 30 53 64 78 57 35 12 101 72 77 83 25 43 1 13 83 31 110 66 35 52 0 43
split_gain=0.945359 3.33872 4.2608 4.77231 4.63496 9.93077 5.25391 5.57534 4.65101 5.32383 4.32255 4.24946 4.1296 3.86097 3.83529 4.28517 3.55149 3.44382 3.41192 3.40678 3.28873 3.13497 3.41077 3.12114 3.45045 3.21622 3.0294 3.18226 3.74615 4.12303
threshold=6.3450000286102304 0.49853193759918218 7.0450000762939462 3.2250000238418584 17.550000190734867 17.349999427795414 321.24728393554693 1014.4500122070314 1.0349999666213991 0.99500000476837169 19.48499965667725 199.13560485839847 1.0000000180025095e-35 0.86500000953674328 0.2136858329176903 0.40349958837032324 9.7849998474121112 271.16552734375006 180.50000000000003 17.550000190734867 20.500000000000004 0.88499999046325695 301.10508728027349 1010.4500122070314 0.10211826115846635 2.3249999284744267 14.449999809265138 0.2650000005960465 329.50000000000006 8.8499999046325701
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 5 12 7 10 16 20 14 13 -5 -3 15 -7 -6 -12 -11 -18 -10 -14 23 24 -23 -26 27 28 -13 -30
right_child=-2 11 -4 4 8 6 -8 -9 9 18 17 26 21 -15 -16 -17 19 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-2.3644563070303351e-05 3.1373095054726642e-05 -0.0025803769248182048 -0.0012819748081468977 0.0047406132913983302 -0.004379274758857331 0.0053187238378985518 -0.0028614012699108571 0.00041471168369868692 -0.0080824982513149745 0.004392651417846105 0.033561653960496186 0.00045730515070748802 0.0026676036337986179 -0.0005781187648169966 0.0084579908010950153 0.0014010528491718497 4.4034303735113807e-05 0.0098777858148588922 -0.0018355183812450938 0.020376787161115895 0.0035876838386129355 0.0046506678899843014 0.0006058529115468825 -0.00055119886849066624 -0.0049498478090590423 0.0053294588519884611 -0.00050713563622282738 -4.4923254485699715e-05 0.0029102601111481033 0.022993819186320673
leaf_weight=277949 822331 2599 6031 542 1266 1392 382 1261 64 244 20 5655 1408 32705 424 1400 324 66 2226 22 1064 614 26294 13356 233 113 34908 89645 1493 26
leaf_count=277949 822331 2599 6031 542 1266 1392 382 1261 64 244 20 5655 1408 32705 424 1400 324 66 2226 22 1064 614 26294 13356 233 113 34908 89645 1493 26
internal_value=-1.66852e-06 -5.56088e-05 3.50569e-05 5.90783e-05 0.000495249 0.000650515 0.00277136 0.00324292 -0.00092047 7.94771e-05 0.00432298 -0.000238369 0.000404096 -0.00072552 0.00402715 0.00335428 -0.00315236 0.0153857 -0.00122027 0.00133687 0.00292555 0.000348158 0.00026774 -0.000353268 0.00240044 -0.00159273 -0.000107809 3.61682e-05 0.00104947 0.00325402
internal_weight=1.32606e+06 503726 336695 330664 52715 47505 4945 4563 5210 3598 3302 167031 42560 35304 3216 2792 1612 86 2470 346 1128 42018 40610 14316 960 346 131727 96819 7174 1519
internal_count=1326057 503726 336695 330664 52715 47505 4945 4563 5210 3598 3302 167031 42560 35304 3216 2792 1612 86 2470 346 1128 42018 40610 14316 960 346 131727 96819 7174 1519
is_linear=0
shrinkage=0.05


Tree=345
num_leaves=31
num_cat=1
split_feature=71 136 31 25 5 61 115 86 90 2 95 2 32 121 83 68 35 80 86 36 74 88 38 39 9 31 85 7 14 20
split_gain=1.11216 3.88599 3.50865 3.15802 7.04056 5.77291 4.41949 2.83105 2.81593 3.68242 3.23352 2.6909 2.66881 3.04858 3.98806 3.52977 2.54635 2.50554 2.6214 2.37579 2.2997 3.57594 2.88925 2.66604 2.46861 2.25137 3.20067 3.69859 3.20997 2.24083
threshold=337.70332336425787 0 1015.7500000000001 341.50000000000006 7.4500000476837167 0.27728265523910528 -0.36648726463317866 0.88656905293464672 0.087298672646284117 264.50000000000006 -0.46180675923824305 347.50000000000006 11.150000095367433 0.23343648016452792 351.78756713867193 296.79618835449224 13.650000095367433 321.93188476562506 0.86318188905715953 9.1500000953674334 0.87886989116668712 0.15187502652406695 12.750000000000002 10.150000095367433 4.6499998569488534 1011.4500122070314 0.88624027371406566 4.4500000476837167 3.0949999094009404 6.7950000762939462
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 25 7 6 11 -5 8 12 10 -10 19 -3 14 -14 -15 20 -11 -19 -6 -4 22 23 24 -22 26 -2 -28 -29 -9
right_child=1 3 16 4 5 -7 -8 29 9 17 -12 -13 13 15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-2.8793538314637038e-06 -0.0018756596672201275 -0.0031348549126862337 -0.00019436899792055201 0.03935859864577651 0.0079989098105579613 -0.0040040977769226676 0.010893884766458846 -0.0045858279847728212 0.0094085862549642737 0.011808371081805 0.035568523371503472 0.00093105688877403742 0.0016203495073206819 0.0036620216242767671 0.022840562015366946 0.02719192386804415 0.0080462766911547912 -0.01289417226949046 0.010323881974909455 0.030562083735795959 0.012661507099189543 0.019277454053184817 -0.010901427620814906 0.006753422972378899 -0.0059633358118815292 -0.0028531365544790612 0.021672629362300917 -0.0021134009543159263 0.016230323211515719 0.0068846133107749313
leaf_weight=1320341 278 195 1392 25 20 107 30 235 27 52 21 25 593 37 23 28 130 31 20 28 22 35 36 258 93 1290 34 86 33 52
leaf_count=1320341 278 195 1392 25 20 107 30 235 27 52 21 25 593 37 23 28 130 31 20 28 22 35 36 258 93 1290 34 86 33 52
internal_value=4.73144e-09 0.000727273 -0.000158832 0.00281924 0.0081759 0.00339197 0.0238324 0.0018827 0.00310958 0.00941566 0.0208536 0.0142328 0.00202257 0.00349937 0.00241266 0.013798 0.00128386 0.00408537 -0.00378905 0.0211608 0.000805035 0.0039383 0.00262566 0.00393122 -0.00240032 -0.00180782 0.00132084 0.00712887 0.00297351 -0.00250756
internal_weight=1.32558e+06 5236 3687 1549 235 180 55 1314 1027 151 48 73 876 681 616 65 1966 103 51 48 1836 444 409 373 115 1721 431 153 119 287
internal_count=1325577 5236 3687 1549 235 180 55 1314 1027 151 48 73 876 681 616 65 1966 103 51 48 1836 444 409 373 115 1721 431 153 119 287
cat_boundaries=0 1
cat_threshold=4624
is_linear=0
shrinkage=0.05


Tree=346
num_leaves=31
num_cat=2
split_feature=73 136 40 123 88 20 83 115 61 58 112 73 84 17 35 100 89 2 74 93 57 87 84 68 58 91 109 136 14 99
split_gain=1.32926 2.482 2.5614 2.91052 5.58015 3.18229 2.98777 4.1642 2.5327 2.31946 2.74807 2.51047 2.74733 2.38838 2.63408 2.31913 2.21034 2.19744 2.11169 2.09874 2.71606 2.06898 2.06027 2.02818 2.49145 1.96395 4.25474 8.00086 6.60246 4.82618
threshold=0.85263261198997509 0 8.7500000000000018 -0.55191597342491139 0.65192922949790966 7.7750000953674325 304.82853698730474 -0.79332312941551197 0.43546389043331152 232.8984298706055 -0.72534674406051625 0.90506663918495189 0.86468186974525463 7.4149999618530282 13.550000190734865 -0.74485555291175831 -0.95061197876930226 298.50000000000006 0.82843667268753063 0.71271416544914257 290.10580444335943 0.90435627102851879 0.86066129803657543 206.43116760253909 232.11399078369143 -0.68195945024490345 0.13739181309938434 1 1.4750000238418581 -0.95607399940490712
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 1 2 2
left_child=25 2 15 5 -5 6 7 22 9 10 13 17 -13 14 -3 -2 -8 21 -18 20 -19 -12 -4 24 -10 -1 27 28 29 -27
right_child=1 8 3 4 -6 -7 16 -9 23 -11 11 12 -14 -15 -16 -17 18 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00011719462140117976 -0.0041216983201477408 0.02266632840037346 0.016270611683166649 0.00020615915181102521 0.021977730666597684 0.0014027362800909267 -0.0083040770639975867 0.028249785476854368 -0.009693398163852911 -0.0021459791781694793 -0.0037114344611585818 0.026316343052756222 0.0052574865149049941 -0.0020012796825362882 -0.0026879618875682355 -1.3927153561660733e-05 -0.0026405017343183448 0.0034771196861765928 0.012677223151845355 -0.0098763466284323767 0.018977330586001762 0.010453844160355372 0.00096561546644402876 -0.00026206957875927653 -0.0016221137473406003 -0.0063689505232004092 2.3954395959384457e-06 -0.00022902752644476544 -0.00055739502976246867 -0.0022785367376100224
leaf_weight=346355 345 21 43 1552 30 310 30 38 117 3752 232 21 59 1057 20 84654 35 320 63 26 31 29 45 43006 523 1152 798032 38583 3168 1928
leaf_count=346355 345 21 43 1552 30 310 30 38 117 3752 232 21 59 1057 20 84654 35 320 63 26 31 29 45 43006 523 1152 798032 38583 3168 1928
internal_value=4.49454e-09 -0.000147859 1.24705e-05 0.00171847 0.000619021 0.0048024 0.0089516 0.0144173 -0.000431675 -0.00143601 3.08454e-05 0.00243612 0.0107854 -0.001542 0.0102984 -3.06001e-05 0.00357129 0.00138918 0.00720661 0.00383074 0.00484608 -0.00213751 0.00844419 -0.000303649 -0.00309765 1.69589e-05 -2.42306e-05 -0.000498198 -0.00215658 -0.00380846
internal_weight=1.32558e+06 136359 87145 2146 1582 564 254 126 49214 5568 1816 718 80 1098 41 84999 128 638 98 377 351 261 88 43646 640 1.18922e+06 842863 44831 6248 3080
internal_count=1325577 136359 87145 2146 1582 564 254 126 49214 5568 1816 718 80 1098 41 84999 128 638 98 377 351 261 88 43646 640 1189218 842863 44831 6248 3080
cat_boundaries=0 1 2
cat_threshold=1876 1794
is_linear=0
shrinkage=0.05


Tree=347
num_leaves=31
num_cat=0
split_feature=109 77 31 36 20 35 135 15 79 67 122 79 29 55 15 23 32 32 57 69 3 28 36 67 61 122 78 35 56 31
split_gain=1.09069 5.62322 4.09898 3.72868 3.37285 3.16033 2.93796 2.84002 2.7512 2.58971 2.54769 2.40661 2.48257 2.29781 3.62004 2.61407 2.49954 2.46884 3.05036 2.94897 2.0166 1.9215 1.7758 2.31895 3.67269 1.77098 1.728 1.72255 1.69664 1.66428
threshold=-0.93930774927139271 8.0250000953674334 1014.1499938964845 12.250000000000002 4.9049999713897714 15.150000095367433 1017.2500000000001 1.4049999713897707 5.0150001049041757 9.6949996948242205 -0.97988739609718312 1.8750000000000002 1019.2500000000001 2.3149999380111699 0.99500000476837169 5.1449999809265146 12.949999809265138 13.34999990463257 214.05600738525393 223.96829223632815 82.500000000000014 1019.1499938964845 12.449999809265138 1.7150000333786013 0.3731896579265595 0.99535831809043895 1.3049999475479128 13.150000095367433 212.68951416015628 1015.9500122070314
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=1 2 3 7 -4 22 10 -1 11 21 -5 20 28 16 -15 17 -3 18 19 -16 26 -10 23 24 -6 -12 -7 -20 -13 -25
right_child=-2 13 4 6 5 8 -8 -9 9 -11 25 12 -14 14 15 -17 -18 -19 27 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.016897195406432731 -5.0069262995362821e-06 5.3738906999925218e-05 -0.0040479990742008747 0.01862884873338044 0.028678481724290623 0.026906761340796947 0.017254575324634949 0.0041682170850272553 0.0029019376323558394 0.02688850625790656 0.0021024844475762716 -0.010396983031219302 0.014855595023519444 0.010497624950675185 0.028760839647813036 -3.783037052186549e-06 -0.0034886572024978579 -0.0013679555348313317 0.0011168533405058149 0.0080037729395784976 0.0043739776389237059 0.021239406061067712 -0.00053094585977240584 0.0075292376194442262 0.0048375049745664001 0.016795505144234217 0.0066000123322010043 0.016326518351508473 0.00090228961388398295 -0.00022220638255674157
leaf_weight=100 1309590 1049 290 25 21 22 37 78 50 25 876 52 22 85 28 10233 948 116 121 44 111 20 1008 89 70 21 20 22 92 312
leaf_count=100 1309590 1049 290 25 21 22 37 78 50 25 876 52 22 85 28 10233 948 116 121 44 111 20 1008 89 70 21 20 22 92 312
internal_value=4.18378e-09 0.000410494 0.00223488 0.00467323 0.000976989 0.00173835 0.00343965 0.0113193 0.00560567 0.0130747 0.00288525 0.00338135 -0.000788008 -7.14992e-05 0.000220368 0.000137675 -0.00162788 0.0045109 0.00768275 0.016076 0.00790497 0.00814121 0.000670969 0.00313343 0.0103393 0.00244647 0.0172369 0.0034568 -0.003178 0.00149819
internal_weight=1.32558e+06 15987 3341 1137 2204 1914 959 178 414 95 922 319 166 12646 10649 10564 1997 331 215 72 153 70 1500 492 91 897 42 143 144 401
internal_count=1325577 15987 3341 1137 2204 1914 959 178 414 95 922 319 166 12646 10649 10564 1997 331 215 72 153 70 1500 492 91 897 42 143 144 401
is_linear=0
shrinkage=0.05


Tree=348
num_leaves=31
num_cat=2
split_feature=73 136 60 40 65 75 31 88 0 123 21 40 65 100 13 39 136 30 125 70 31 0 55 32 15 9 112 8 70 32
split_gain=1.19696 2.2441 2.32233 2.31198 3.31792 3.00636 2.40233 2.2502 6.47393 2.48304 2.67583 2.927 2.95655 2.0892 1.93805 1.91478 2.94795 3.68952 2.91425 2.52374 2.63844 2.36571 2.79175 2.27675 2.38435 2.38415 2.27673 2.64077 2.3402 2.18391
threshold=0.85263261198997509 0 0.48400303721427923 8.7500000000000018 10.295000076293947 0.91355261206626903 1015.4500122070314 0.30500340461730963 340.50000000000006 -0.55191597342491139 7.7049999237060556 12.34999990463257 39.954999923706062 -0.74485555291175831 2.6950000524520878 10.34999990463257 1 1027.6499633789065 0.86159634590148937 294.41506958007818 1001.8500061035157 313.50000000000006 0.88499999046325695 11.449999809265138 0.76499998569488536 4.2500000000000009 -0.30069434642791742 11.34999990463257 314.17585754394537 8.7500000000000018
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 3 -3 13 -5 7 -7 9 -9 10 11 12 14 -2 -6 16 19 -18 -19 21 -21 -15 -23 26 25 -25 28 -28 -17 -30
right_child=1 2 -4 4 5 6 -8 8 -10 -11 -12 -13 -14 15 -16 23 17 18 -20 20 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=1.6092553367970727e-05 -0.0039117767132120212 -0.0011669277428479113 -0.00025435389569693499 0.018732015469244547 0.0068761918796614438 0.013461203349817714 -0.0011925305853166231 -0.00640418857733226 0.023445759834244087 -0.00045621883277148007 0.00086636432344348456 0.0210654070056547 0.017429915693513043 0.0014875605549233876 -0.006850475919329458 -0.00034494543800509068 -0.000491814653787051 0.01183105112569457 0.001232047974675273 0.015882357197903818 0.0011385338549559346 0.0019016538285794333 0.012487671520673382 0.023913639420199962 8.5062796657149245e-05 -0.00020783234387636185 -0.00024234691206614299 0.0076300456728305398 0.001066637979291073 -0.0022883124670984201
leaf_weight=1189218 345 8408 40806 28 60 88 41 34 39 1426 311 37 37 196 45 18386 3041 111 156 31 1433 97 174 21 56982 20 253 184 579 2990
leaf_count=1189218 345 8408 40806 28 60 88 41 34 39 1426 311 37 37 196 45 18386 3041 111 156 31 1433 97 174 21 56982 20 253 184 579 2990
internal_value=3.97466e-09 -0.000140308 -0.00041018 1.2144e-05 0.00163296 0.00140691 0.00880382 0.00092717 0.00954304 0.000598903 0.00366952 0.00853982 0.00527611 -2.87759e-05 0.000993334 -1.2951e-05 0.000912882 2.96498e-06 0.00563838 0.00245891 0.00145073 0.00567211 0.00869858 -7.40281e-05 9.37355e-05 0.0121471 -0.000501251 0.00307234 -0.000572382 -0.00174404
internal_weight=1.32558e+06 136359 49214 87145 2146 2118 129 1989 73 1916 490 179 142 84999 105 84654 5239 3308 267 1931 1464 467 271 79415 57023 41 22392 437 21955 3569
internal_count=1325577 136359 49214 87145 2146 2118 129 1989 73 1916 490 179 142 84999 105 84654 5239 3308 267 1931 1464 467 271 79415 57023 41 22392 437 21955 3569
cat_boundaries=0 1 2
cat_threshold=1876 772
is_linear=0
shrinkage=0.05


Tree=349
num_leaves=31
num_cat=2
split_feature=73 136 85 105 41 26 58 85 107 13 75 65 94 78 60 14 52 86 39 136 71 17 121 74 30 75 60 8 77 92
split_gain=1.08025 2.0253 2.17336 3.22783 2.81239 3.04009 4.21691 5.02405 2.59215 2.75267 2.47712 2.23912 2.14685 2.28036 2.0959 1.99265 2.34708 1.93422 1.92424 3.60555 2.75954 2.18211 1.99592 1.93377 1.96168 1.9168 1.91083 1.9596 1.85235 1.78792
threshold=0.85263261198997509 0 0.80402347445487987 -0.85221672058105458 9.9499998092651385 340.50000000000006 281.64120483398443 0.87426239252090465 -0.82858645915985096 2.304999947547913 0.9157068431377412 36.085000991821296 -0.92225337028503407 1.235000014305115 0.48400303721427923 1.9450000524520876 0.22500000149011615 0.89199483394622814 10.34999990463257 1 303.48674011230474 8.7100000381469744 -0.44618082046508784 0.93363440036773693 1006.4500122070314 0.934055656194687 0.5301099717617036 10.84999990463257 2.3850001096725468 -0.96963894367218006
decision_type=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 2 2 2 2
left_child=-1 2 12 18 15 8 7 11 9 -6 -10 -7 13 -2 29 16 -5 -8 19 22 21 -21 -4 24 -23 26 27 -26 -20 -3
right_child=1 14 3 4 5 6 17 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 28 20 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.5287925801105742e-05 -0.018805235638641393 0.0021841278465277499 -0.0018947221863432062 0.0056295483740334343 0.025001932352315639 -0.0044420516661678759 0.0057008104487637976 0.031249044010681765 -0.00075352636729741982 0.0046648781687830291 0.012583248065532866 0.01791422583517574 -0.00032544403938509039 -0.0032721649897120746 -0.0002416362021192628 -2.6503118222197081e-05 -0.001380253670888021 -0.01139305967675603 0.0066208857046853344 -0.00030940583373656591 -0.00075782930650223311 0.021554218390956521 0.0029306576571446127 0.016332164103640062 0.003270505332603943 0.018866299744695426 0.0029930827126703873 0.014525299471676013 0.00048959711947180412 -0.001270032959605683
leaf_weight=1189218 26 393 563 123 20 24 59 35 590 99 37 21 25497 259 40806 35499 4096 23 124 122 204 20 346 51 69 26 369 88 18755 8015
leaf_count=1189218 26 393 563 123 20 24 59 35 590 99 37 21 25497 259 40806 35499 4096 23 124 122 204 20 346 51 69 26 369 88 18755 8015
internal_value=3.77608e-09 -0.000133293 1.15368e-05 0.000173391 -8.5695e-05 0.00266572 0.00887416 0.0170413 0.00131751 0.00808287 3.34922e-05 0.00599088 -0.000373682 -0.00468922 -0.000389671 -0.000148596 -0.00117589 0.000906188 0.000680967 0.00221627 0.00434885 0.00580556 -5.73678e-05 0.00700303 0.00617124 0.00561388 0.00495882 0.00957892 0.000529868 -0.00110858
internal_weight=1.32558e+06 136359 87145 61363 40626 908 162 80 746 119 627 45 25782 285 49214 39718 4219 82 20737 1858 949 745 909 623 572 552 526 157 18879 8408
internal_count=1325577 136359 87145 61363 40626 908 162 80 746 119 627 45 25782 285 49214 39718 4219 82 20737 1858 949 745 909 623 572 552 526 157 18879 8408
cat_boundaries=0 1 2
cat_threshold=1876 64
is_linear=0
shrinkage=0.05


Tree=350
num_leaves=31
num_cat=0
split_feature=36 21 119 63 16 12 67 59 33 106 52 31 134 41 60 123 28 121 13 4 100 75 56 54 59 68 107 64 29 123
split_gain=1.44093 2.04016 1.718 1.03652 1.9714 2.36095 1.96474 3.17672 3.22268 2.69191 2.70105 2.66867 3.6266 2.75926 4.09094 2.73153 2.53965 2.50104 2.29895 2.13424 2.13388 2.13234 2.30575 2.06114 2.00007 2.98925 2.19526 2.16567 2.52161 1.99488
threshold=6.6499998569488534 6.0250000953674325 0.90992662310600292 0.81238335371017467 13.344999790191652 0.89499998092651378 35.864999771118171 136.96754455566409 8.7500000000000018 -0.76180925965309132 23.425000190734867 1015.2500000000001 1015.8500061035157 10.550000190734865 0.44028778374195104 -0.50751903653144825 1015.9500122070314 -0.71322327852249134 2.2749999761581425 10.949999809265138 0.76709935069084179 0.83156076073646557 300.11845397949224 0.064999999478459372 315.94171142578131 285.82212829589849 -0.80863758921623219 34.120000839233406 1028.7500000000002 -0.98897820711135853
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 6 -5 -6 -2 8 -8 10 11 12 13 17 15 -15 18 -9 -13 20 -19 22 -10 -23 26 -26 27 28 29 -18
right_child=3 -3 -4 4 5 -7 7 9 21 -11 -12 16 -14 14 -16 -17 24 19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0010081331383295802 7.429856655914227e-06 0.016605442588527999 0.014529225230216981 -0.00044567445590536973 0.0029280351338106967 2.116099406598783e-05 -0.017855627797040585 0.00022068393414781631 -0.00031668818570793636 -3.8221066134841627e-05 0.000157357276535543 -0.0058328881377985612 -0.0026516389516840757 0.0077090625728790958 0.002039043543006604 0.030512827249436544 0.0096990301307629465 0.003369634482257155 -0.00026141271364696085 -0.00067478375928973014 -0.0013766432337908318 0.0078532613330969097 0.017337856725567865 -0.0066969419176773244 0.020778429904021324 0.0032198934881510891 -0.0011307458012822953 0.0028795002186036691 0.0090919681428160235 9.1195882563157508e-05
leaf_weight=93 1208261 30 22 34890 712 36876 37 1318 155 20066 10775 267 396 24 75 29 55 3701 604 422 253 27 21 247 26 358 1297 1351 83 3052
leaf_count=93 1208261 30 22 34890 712 36876 37 1318 155 20066 10775 267 396 24 75 29 55 3701 604 422 253 27 21 247 26 358 1297 1351 83 3052
internal_value=9.3751e-06 0.00499345 0.00196423 8.82983e-06 -0.000175012 7.62236e-05 1.94647e-05 0.000345217 -0.00367096 0.000389516 0.000745863 0.00122225 0.00197838 0.00229331 0.00955326 0.0201866 0.000559386 0.00213011 -0.00196932 0.0027052 0.00306594 -0.00250466 0.00178982 -0.00526316 0.000913372 0.00440875 0.00068346 0.00120163 0.000491038 0.000261273
internal_weight=1.32552e+06 145 115 1.32538e+06 72478 37588 1.2529e+06 44639 487 44152 24086 13311 6218 5822 128 53 7093 5694 871 4376 3954 450 176 274 6222 384 5838 4541 3190 3107
internal_count=1325523 145 115 1325378 72478 37588 1252900 44639 487 44152 24086 13311 6218 5822 128 53 7093 5694 871 4376 3954 450 176 274 6222 384 5838 4541 3190 3107
is_linear=0
shrinkage=0.05


Tree=351
num_leaves=31
num_cat=0
split_feature=86 60 94 92 52 68 64 30 72 111 123 3 29 108 22 82 95 11 7 29 79 57 17 126 23 124 29 63 31 89
split_gain=1.34659 3.3056 3.6832 3.09075 3.05935 2.76597 2.79742 2.75029 3.11148 2.64701 3.4934 2.20325 2.13175 2.10891 1.98632 2.61114 1.93217 1.90428 2.3835 2.76193 2.39455 2.73022 2.17994 2.76133 2.08739 2.9927 1.92671 1.86225 2.18455 2.03194
threshold=0.90861672163009655 0.31982228159904486 0.98597368597984325 -0.86820372939109791 0.10500000044703485 317.41395568847662 5.2550001144409189 1010.2500000000001 0.68873608112335216 0.40906287729740148 -0.99353402853012074 1.0000000180025095e-35 1010.5499877929689 -0.30558250844478602 6.3250000476837167 266.45928955078131 0.40406875312328344 15.650000095367433 10.650000095367433 1009.1499938964845 31.625000000000004 235.71794891357425 7.4149999618530282 0.87032255530357372 6.1849999427795419 0.68832838535308849 1013.4500122070314 0.30107243359088903 1016.2500000000001 -0.5070180594921111
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 9 5 7 -7 -5 12 10 -3 27 -9 -4 16 -16 -12 18 20 -20 -13 -22 26 -24 25 -23 -19 28 29 -2
right_child=1 3 13 4 -6 6 -8 8 -10 -11 14 17 -14 -15 15 -17 -18 22 19 -21 21 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.646863083251698e-05 0.0048380905762314798 0.017061206325888634 0.0058022364593542574 -0.0032192664312594753 -0.00050576452162120068 0.02739113167460476 0.0028552778620416159 0.012523722496849519 0.0044435070627010182 0.0016417953082436595 -0.0067538333732435219 -0.001463083353836639 -0.0020292117093324764 -0.0059497207803491988 0.013663750300731728 -0.0023360720748885301 0.0083216533216688305 0.023025695691087648 0.0095527366368156497 -0.0053280105318467084 -0.0033226238608241401 -0.0030378818605095153 -0.0024707945370022475 0.015977394999936223 0.0023137905542308128 0.0195479483762756 0.0034949044356056094 0.0039479279167240113 -0.016542690453807945 -0.00618290953325892
leaf_weight=1296333 93 22 41 254 18105 21 26 27 743 3606 280 3340 370 554 34 102 23 23 33 566 94 20 131 24 93 55 28 383 23 76
leaf_count=1296333 93 22 41 254 18105 21 26 27 743 3606 280 3340 370 554 34 102 23 23 33 566 94 20 131 24 93 55 28 383 23 76
internal_value=8.90635e-06 -0.000326936 -0.00142178 -6.83513e-05 -0.000329287 0.00188801 0.0138181 0.00148577 0.00253409 0.00118571 -0.00238187 -0.000977726 -0.00103947 -0.00513992 -0.00335623 0.00166388 -0.00560949 -0.00135753 -0.00158769 -0.0045082 -0.00110202 0.0035009 0.00333608 0.000385699 0.00731882 0.0135251 0.0123029 0.00193324 -0.00208563 -0.000118099
internal_weight=1.32552e+06 29190 5577 23613 19546 1441 47 1394 1140 4067 461 4982 397 595 439 136 303 4407 4201 599 3602 262 206 155 168 75 51 575 192 169
internal_count=1325523 29190 5577 23613 19546 1441 47 1394 1140 4067 461 4982 397 595 439 136 303 4407 4201 599 3602 262 206 155 168 75 51 575 192 169
is_linear=0
shrinkage=0.05


Tree=352
num_leaves=31
num_cat=0
split_feature=36 113 121 55 86 60 94 92 111 52 30 72 77 2 28 113 56 38 84 57 100 33 6 29 109 68 11 26 0 121
split_gain=1.2943 1.92383 2.97809 1.78985 1.19862 2.99361 2.99944 2.52719 2.74813 2.5356 2.8837 2.81264 2.15574 2.15541 2.30451 2.71939 2.21699 2.93605 2.51278 2.40112 3.4826 2.15632 2.35379 2.11859 1.97166 1.79653 2.01279 4.4392 1.78956 1.7511
threshold=6.6499998569488534 -0.53727915883064259 -0.41467745602130884 0.67500001192092907 0.90861672163009655 0.33885458111763006 0.98597368597984325 -0.86820372939109791 0.40906287729740148 0.10500000044703485 1010.2500000000001 0.69320684671401989 18.105000495910648 2.5000000000000004 1017.9500122070314 -0.30069434642791742 239.294548034668 13.84999990463257 0.91776296496391307 237.4224548339844 0.59105253219604503 19.550000190734867 1.9499999880790713 1010.5499877929689 0.050569456070661552 292.89057922363287 6.3500001430511483 323.50000000000006 273.50000000000006 -0.99353402853012074
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 -2 6 13 8 24 10 29 12 23 14 15 16 17 18 25 -19 -21 22 -15 -12 28 -6 27 -27 -7 -9
right_child=4 -3 3 -5 5 7 -8 9 -10 -11 11 -13 -14 21 -16 -17 -18 19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00097944354056380702 1.5079355282240543e-05 -0.0010670224156154263 0.030078668370842932 0.0091786863104928104 0.011953018127112754 -0.00060437110587372453 -0.0044811577638119507 0.0099540383757456483 0.0016126280294555375 -0.00043486050630460671 0.013758839365272297 0.0047009666398484216 0.013559200100600719 -0.0051774613911664113 -0.01302205108468815 0.019858536226231498 -0.0018391355215769973 -0.0047807641068473468 0.021020264569069108 0.016670336674433201 -0.0046128275463628151 0.01402780131801315 -0.0010260893882207682 -0.0026213941384937707 -0.0054190668538012694 0.017711542411485599 -0.0049787446295210562 -0.0092449780708799764 0.013887872338294983 -0.0045581699543011693
leaf_weight=32 1296191 72 20 21 72 144 644 23 3398 17325 21 731 25 367 26 21 282 125 31 40 37 23 4904 329 256 42 56 24 25 216
leaf_count=32 1296191 72 20 21 72 144 644 23 3398 17325 21 731 25 367 26 21 282 125 31 40 37 23 4904 329 256 42 56 24 25 216
internal_value=8.46103e-06 0.00473212 0.0104518 0.0193738 7.94425e-06 -0.000308925 -0.00123715 -3.26813e-05 0.00113853 -0.000272507 0.00181878 0.00289501 -0.000625395 -0.000891839 0.00160556 0.00212654 0.00160134 0.0038735 0.00780196 -0.000502261 0.00644336 -0.00124848 -0.00131513 -0.00163858 -0.00265203 0.00568976 0.00199341 0.00790917 0.00153945 -0.0031616
internal_weight=1.32552e+06 145 73 41 1.32538e+06 29187 6694 22493 3823 18670 1345 1106 375 6050 756 730 709 427 225 202 77 5294 5271 350 425 194 122 66 169 239
internal_count=1325523 145 73 41 1325378 29187 6694 22493 3823 18670 1345 1106 375 6050 756 730 709 427 225 202 77 5294 5271 350 425 194 122 66 169 239
is_linear=0
shrinkage=0.05


Tree=353
num_leaves=31
num_cat=0
split_feature=36 113 121 55 122 86 60 94 92 52 19 95 57 83 123 77 32 88 57 99 7 65 2 108 108 63 75 58 61 61
split_gain=1.1681 1.73625 2.68773 1.61534 1.12384 1.08175 2.7069 3.03385 2.52794 2.51471 2.46337 2.3296 3.46648 2.74371 2.5707 2.20296 2.51356 2.82432 2.03427 2.96678 2.10944 2.23854 2.00324 1.90329 1.78094 2.08642 1.80771 2.48352 2.78383 2.12968
threshold=6.6499998569488534 -0.53727915883064259 -0.41467745602130884 0.67500001192092907 -0.41467745602130884 0.90861672163009655 0.31982228159904486 0.98597368597984325 -0.86820372939109791 0.10500000044703485 7.4149999618530282 0.65992426872253429 267.50630187988287 294.18681335449224 -0.99353402853012074 18.304999351501468 17.150000572204593 -0.078849222511053071 154.05999755859378 -0.74274420738220204 9.4499998092651385 16.73499965667725 2.5000000000000004 -0.30558250844478602 0.95301708579063427 0.30107243359088903 0.73522675037384044 264.67887878417974 0.30843324959278112 0.41489976644515997
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 -3 -2 7 22 11 10 -10 13 -13 14 -8 -15 18 -18 19 -17 -20 -22 24 -9 25 -7 27 29 -29 -27
right_child=5 4 3 -5 -6 6 8 23 9 -11 -12 12 -14 15 -16 16 17 -19 20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0009304713807068766 1.4325387532125384e-05 0.0042658267298802026 0.028574734842404727 0.0087197517976164828 -0.008404968688069659 -0.0033162159855411434 0.014237807442744575 0.0057361824943388748 -0.00057217256956694962 -0.00045550931143454655 0.0035835174390449263 0.0030642455873970431 0.021236919540473645 0.0022703261484802307 -0.0036810874415641169 -0.020755266721049947 0.0019399392142967911 0.023178808747426324 -0.0020323834786630923 0.0037482051622299926 0.0038998532322725155 -0.0074142228951677687 -0.0012513710689254539 -0.0054281769239466421 0.011287512780045687 -0.00053404268759212135 -0.00080121552085492221 0.028635601383512434 0.005975349330004643 0.012890626231674106
leaf_weight=32 1296191 42 20 21 30 183 21 41 648 18104 793 115 34 2206 427 30 49 23 743 21 348 50 4383 554 46 113 159 23 33 40
leaf_count=32 1296191 42 20 21 30 183 21 41 648 18104 793 115 34 2206 427 30 49 23 743 21 348 50 4383 554 46 113 159 23 33 40
internal_value=8.03798e-06 0.00449552 0.00992924 0.0184051 -0.00101367 7.54704e-06 -0.000293479 -0.00128444 -5.95047e-05 -0.000295502 0.00171475 0.00107464 0.00721103 0.000841274 -0.00284114 0.0013167 -0.000347626 0.00872458 -0.000895611 -0.0106656 -0.000458916 0.00247849 -0.000881267 -0.00465887 0.00183593 0.00104687 0.00321655 0.00627313 0.0152822 0.00297567
internal_weight=1.32552e+06 145 73 41 72 1.32538e+06 29187 5575 23612 19545 1441 4067 149 3918 448 3470 1264 72 1192 51 1141 398 4980 595 597 551 368 209 56 153
internal_count=1325523 145 73 41 72 1325378 29187 5575 23612 19545 1441 4067 149 3918 448 3470 1264 72 1192 51 1141 398 4980 595 597 551 368 209 56 153
is_linear=0
shrinkage=0.05


Tree=354
num_leaves=31
num_cat=2
split_feature=36 21 27 68 52 21 11 25 112 90 91 92 91 53 85 28 85 114 0 64 112 94 111 68 79 8 136 4 136 18
split_gain=1.05421 1.74055 1.50602 1.03268 2.81581 2.53939 2.95764 2.29528 2.23517 2.16364 2.3842 2.71115 3.16912 3.07217 2.1332 3.43415 2.62748 4.19382 3.17905 2.07434 2.077 2.07172 2.11308 2.05064 2.0284 2.76162 4.26914 3.47849 3.23428 3.04159
threshold=6.6499998569488534 6.0250000953674325 335.50000000000006 319.24395751953131 0.22500000149011615 5.7049999237060556 1.1500000357627871 355.50000000000006 0.78257837891578685 0.64205551147460949 -0.90558323264121998 0.90787670016288768 -0.92656871676444996 0.50499999523162853 0.90336546301841747 1012.7500000000001 0.89339682459831249 -0.73724925518035878 319.50000000000006 0.33500000834465032 0.095842104405164733 0.6981416940689088 0.47913892567157751 322.96559143066412 35.795000076293952 5.6499998569488534 0 0.45000000298023229 1 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 1 2 1 2
left_child=1 2 -1 -2 5 7 23 -5 9 19 11 12 13 -11 15 -8 17 -17 -18 -6 24 22 -12 -7 25 26 27 -21 29 -27
right_child=3 -3 -4 4 8 6 14 -9 -10 10 21 -13 -14 -15 -16 16 18 -19 -20 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0013101679805584757 -7.7741466037461926e-07 0.014996236270914476 0.01323709557340904 -0.00058669257759650945 -0.0049643120294466068 0.027827132355776576 -0.00031978866063582246 0.012697226696592921 -0.012466236905061774 0.018352327376604079 0.01018966927775182 -0.012064062020388143 0.021757639663638143 -0.00051104846477502657 -0.0010098730669522184 0.022930457118538122 0.0050021151708828857 0.0038748708616866399 0.024119031096977946 0.009445915203189565 0.0043826326930345256 -0.012957740343969177 -0.0033771273889069671 0.0054563203919678928 -0.00064614510718338227 -0.0024656393375470246 -0.00053467554803962797 0.0015581628413776987 -0.00020545665185778191 0.0012760192264776775
leaf_weight=93 1283755 30 22 746 191 21 256 34 35 25 30 29 23 158 231 31 43 421 44 172 303 54 663 20 5671 565 10504 746 6568 14039
leaf_count=93 1283755 30 22 746 191 21 256 34 35 25 30 29 23 158 231 31 43 421 44 172 303 54 663 20 5671 565 10504 746 6568 14039
internal_value=7.63608e-06 0.00427074 0.00147279 7.16968e-06 0.000252278 0.00216073 0.00374587 -7.64994e-06 0.000163658 0.000174782 -0.00214301 0.00224949 0.00426451 0.00206592 0.00321964 0.00444859 0.00671335 0.00518178 0.0146704 0.000233505 0.000259246 -0.00352485 -0.00278982 0.0169145 0.000226595 0.000378443 -0.000248161 0.00300333 0.000716487 0.00113049
internal_weight=1.32552e+06 145 115 1.32538e+06 41623 1847 1067 780 39776 39741 982 235 206 183 1026 795 539 452 87 38759 38568 747 693 41 38265 32594 11422 918 21172 14604
internal_count=1325523 145 115 1325378 41623 1847 1067 780 39776 39741 982 235 206 183 1026 795 539 452 87 38759 38568 747 693 41 38265 32594 11422 918 21172 14604
cat_boundaries=0 1 2
cat_threshold=4672 470
is_linear=0
shrinkage=0.05


Tree=355
num_leaves=31
num_cat=2
split_feature=84 36 29 39 77 126 92 4 14 12 34 55 96 65 136 41 136 31 115 30 58 121 85 31 52 25 39 95 107 117
split_gain=1.34812 3.86092 2.89989 4.72834 3.05885 2.72082 2.33258 3.61874 3.29383 3.32733 3.54439 3.01949 2.88907 2.79703 3.74995 3.49521 2.89152 2.70167 2.81369 2.66392 2.60615 2.54111 2.93674 2.84417 2.50497 2.46762 3.21286 2.95139 2.4271 2.42563
threshold=0.87262627482414257 17.750000000000004 1014.4500122070314 21.650000572204593 3.1049998998641972 0.89490029215812694 -0.015703605487942692 13.150000095367433 1.5649999976158144 2.245000004768372 9.5500001907348651 8.055000305175783 -0.77939704060554493 1.8550000190734866 0 12.84999990463257 1 1019.7500000000001 -0.64942333102226246 1018.0499877929689 264.13055419921881 -0.60873827338218678 0.91134411096572887 1013.5499877929689 0.2650000005960465 168.50000000000003 12.449999809265138 -0.53826823830604542 -0.79144051671028126 0.93038213253021251
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=-1 5 4 -4 -3 6 7 8 12 11 -11 13 17 14 19 21 -15 18 -2 -10 28 23 -23 -16 -9 26 -26 -27 -21 -8
right_child=1 2 3 -5 -6 -7 29 24 9 10 -12 -13 -14 16 15 -17 -18 -19 -20 20 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=2.0805934797802274e-05 0.00050932419627839774 -0.003553912897489124 -0.0026257995504887239 0.020139273353244946 -0.00025206507136062817 -0.00055364785088675374 -0.00023403972655415721 0.0050408208112555659 0.0026846558550732351 0.0034883819727578418 -0.00022677591473171639 0.002262128809382842 -0.001517070160219661 -0.00096051270539592554 -0.0043859427303553781 0.013088671097324957 0.00066396086329888583 -0.0020480602678888296 -0.0011161835470035518 0.018269773047756066 0.022478585069378221 0.0008430460171142683 0.0074232622774374887 0.00031762126797955448 0.018376967863878237 -0.0055351324610706572 -0.0012412301823496819 -0.0012198775480151561 0.0028868653941089696 0.0029904339868625836
leaf_weight=1162344 14419 775 2750 23 7389 24211 59625 121 2231 672 14375 3376 3529 3276 478 54 16498 1433 3265 33 30 1257 196 981 32 631 60 1065 115 589
leaf_count=1162344 14419 775 2750 23 7389 24211 59625 121 2231 672 14375 3376 3529 3276 478 54 16498 1433 3265 33 30 1257 196 981 32 631 60 1065 115 589
internal_value=1.89701e-06 -0.000132538 -0.00104001 -0.00243698 -0.000565506 -6.74786e-05 2.42352e-05 0.000224634 0.000286507 0.000540736 -6.08567e-05 0.000858077 -0.000202641 0.000669597 0.00168098 0.000482716 0.000394681 4.00029e-05 0.000209206 0.00314126 0.00904073 0.000250609 0.00173067 -0.00122337 -0.00192159 -0.00239276 0.00558249 -0.00282538 0.00631684 -0.000202499
internal_weight=1.32583e+06 163489 10937 2773 8164 152552 128341 68127 66218 43572 15047 28525 22646 25149 5375 2966 19774 19117 17684 2409 178 2912 1453 1459 1909 1788 92 1696 148 60214
internal_count=1325833 163489 10937 2773 8164 152552 128341 68127 66218 43572 15047 28525 22646 25149 5375 2966 19774 19117 17684 2409 178 2912 1453 1459 1909 1788 92 1696 148 60214
cat_boundaries=0 1 2
cat_threshold=2726 4246
is_linear=0
shrinkage=0.05


Tree=356
num_leaves=31
num_cat=1
split_feature=84 35 114 2 78 21 89 33 99 77 6 136 108 30 14 94 34 59 90 90 42 122 29 57 3 110 60 85 102 112
split_gain=1.21669 3.7911 2.65646 2.52241 2.42777 2.52887 2.29313 2.14482 2.61118 2.52747 2.94206 2.43093 4.37368 3.83301 3.77552 3.52864 3.13833 3.1096 2.9515 2.90437 2.60917 2.54399 2.3875 5.388 2.61454 3.06139 3.15566 2.33283 2.54899 3.53789
threshold=0.87262627482414257 17.050000190734867 -0.58068084716796864 333.50000000000006 3.4250000715255742 5.6449999809265146 0.069476481527090087 6.4500000476837167 -0.67452380061149586 24.595000267028812 8.8499999046325701 0 0.93797463178634655 1014.7500000000001 1.4049999713897707 -0.93866586685180653 16.94999980926514 234.02646636962893 0.52621638774871837 0.30506828427314764 10.449999809265138 0.061046212911605842 1016.0499877929689 210.98939514160159 319.50000000000006 0.68251529335975658 0.39527456462383276 0.89411714673042308 0.84524318575859081 -0.30069434642791742
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 -3 7 -4 -6 -7 8 22 -10 -11 14 -13 19 15 -9 21 -18 20 27 -16 -17 -2 24 -24 26 -26 -14 29 -29
right_child=1 2 4 -5 5 6 -8 11 9 10 -12 12 13 -15 18 16 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=1.9765638121206332e-05 -0.00093870046876982623 -0.001521123992471198 -0.0045946368535561026 -0.00058430763244682717 -0.001722509309069897 0.0017869344501812664 0.0094371608794770311 -0.007380258785274223 0.0026026759575151978 0.029649064429104328 0.008235015602563912 7.4856723409224603e-05 0.0032736698461771348 0.00024659308308566159 -0.00015396322754840437 -0.0029172672390293899 0.018382530443762479 -0.0031514487872482278 -0.0039421707180153504 0.026697420895747517 -0.0073402085870423713 0.0031580117042059423 0.0031187695740064717 0.00027695257273182677 0.033362184360157698 0.0069297045848788763 0.0099108569431476876 0.036720054054802116 0.0046136094596503042 0.0076637526974082
leaf_weight=1162344 821 7517 202 20403 511 1053 108 321 181 20 81 105669 112 198 23253 1285 38 30 537 23 127 199 85 517 32 63 26 22 35 20
leaf_count=1162344 821 7517 202 20403 511 1053 108 321 181 20 81 105669 112 198 23253 1285 38 30 537 23 127 199 85 517 32 63 26 22 35 20
internal_value=1.80205e-06 -0.000125912 -0.00110124 -6.6474e-05 0.000582997 0.00120852 0.00249858 1.25519e-05 0.00171443 0.00613866 0.0124754 -1.10142e-05 9.48463e-05 0.00524905 -0.000446301 -0.00260828 -0.0016213 0.00888225 -0.000277178 0.00992115 -0.000192999 -0.00210259 0.00090638 0.00300155 0.00983951 0.0145607 0.0228495 0.0078796 0.0145791 0.0228837
internal_weight=1.32583e+06 163489 9391 154098 1874 1672 1161 133695 1826 282 101 131869 106079 410 25790 1873 1552 68 23917 212 23380 1484 1544 723 206 121 58 189 77 42
internal_count=1325833 163489 9391 154098 1874 1672 1161 133695 1826 282 101 131869 106079 410 25790 1873 1552 68 23917 212 23380 1484 1544 723 206 121 58 189 77 42
cat_boundaries=0 1
cat_threshold=5138
is_linear=0
shrinkage=0.05


Tree=357
num_leaves=31
num_cat=2
split_feature=59 28 136 136 124 1 7 8 98 126 57 63 90 6 31 62 13 52 65 53 58 101 4 35 80 101 84 68 4 73
split_gain=1.19325 2.78903 2.95028 2.79156 2.93176 2.44156 3.08748 3.08955 2.60564 2.6815 3.15179 2.73208 2.34385 2.33617 2.27449 2.81378 3.22006 2.66456 3.88444 2.885 2.53099 3.28415 2.92444 2.41639 3.96359 3.63082 3.07968 3.40184 4.03246 2.93451
threshold=295.94036865234381 1011.6499938964845 0 1 0.93663650751113903 259.50000000000006 11.650000095367433 5.4500000476837167 -0.90308779478073109 -0.095842104405164705 154.05999755859378 0.24719630181789401 -0.60696274042129505 1.9499999880790713 1015.0499877929689 0.37537813186645513 0.82499998807907116 9.1750001907348651 25.394999504089359 0.50499999523162853 272.97486877441412 0.79697960615158092 11.34999990463257 10.949999809265138 317.28361511230474 -0.15996270626783368 0.81155496835708629 312.10679626464849 6.6499998569488534 0.65971794724464428
decision_type=2 2 1 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 12 5 -5 -3 7 8 9 10 -7 -11 -2 -8 15 16 -9 18 23 -20 21 -17 -22 -16 -25 -26 27 -27 -29 -30
right_child=1 3 -4 4 -6 6 13 14 -10 11 -12 -13 -14 -15 17 20 -18 -19 19 -21 22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=-1.4445493736027779e-05 0.00057843455566149052 0.00021778591568287153 -0.0010113627055570976 0.00021185685743061499 -0.00065267633958946563 0.021498508412583633 0.010859199595464351 0.014472520690677421 -0.00076819661017121137 0.008291578793214965 0.0043283831600244554 -0.00014094415033484475 -0.0014307139281754646 -0.00093345548897229378 0.00098382025838456553 0.0047060307383577785 -0.0028804811182575277 0.0010987796021449934 0.024746351650295161 0.0069189296210797752 -2.8194204474043862e-05 0.024831323904128604 0.0093530005027181087 0.0011266014857407856 0.026936506563797591 0.0049670887150568893 0.0040874353569167266 0.031670805552240576 0.020230249805670036 0.00016365805374724527
leaf_weight=1187993 7947 12297 10008 82784 11124 29 43 28 2068 107 341 939 1776 1801 1087 92 591 1725 24 417 617 26 96 748 20 124 875 33 38 35
leaf_count=1187993 7947 12297 10008 82784 11124 29 43 28 2068 107 341 939 1776 1801 1087 92 591 1725 24 417 617 26 96 748 20 124 875 33 38 35
internal_value=1.71194e-06 0.000140967 -0.000409303 0.000232894 0.000109436 0.000711613 0.00122234 0.00156709 0.000363277 0.00201574 0.00567415 0.000721656 0.000211227 -0.000658464 0.00220488 0.000456502 -0.00209553 0.00269945 0.00351132 0.00788913 0.00235747 0.00914042 0.00123491 0.00285908 0.00394739 0.00582291 0.00544076 0.0105893 0.0171662 0.0106093
internal_weight=1.32583e+06 137840 19731 118109 93908 24201 11904 10060 3484 1416 370 1046 9723 1844 6576 1450 619 5126 3401 441 831 118 713 2960 1873 1125 1105 230 106 73
internal_count=1325833 137840 19731 118109 93908 24201 11904 10060 3484 1416 370 1046 9723 1844 6576 1450 619 5126 3401 441 831 118 713 2960 1873 1125 1105 230 106 73
cat_boundaries=0 1 2
cat_threshold=3346 2224
is_linear=0
shrinkage=0.05


Tree=358
num_leaves=31
num_cat=1
split_feature=107 43 136 40 120 31 17 15 99 66 40 113 68 30 90 4 15 60 52 52 39 55 86 12 100 35 88 120 19 64
split_gain=1.16952 4.91033 13.9605 7.28167 6.20342 4.84901 3.96755 3.89179 3.82901 3.71339 3.65098 4.19278 4.09712 3.40142 3.56557 3.36892 3.02577 3.01518 3.66347 3.43305 5.00213 5.03508 3.64865 3.47804 4.09211 3.47422 3.49923 3.2162 3.95977 3.17859
threshold=-0.82858645915985096 1.1500000357627871 0 2.7500000000000004 -0.8338540494441985 1010.3500061035157 14.039999961853029 0.56499999761581432 -0.87135440111160267 0.79500001668930065 5.6499998569488534 0.59480014443397533 238.17918395996097 1028.6499633789065 -0.87158787250518788 4.6499998569488534 1.0950000286102297 0.47926977276802069 3.4150000810623173 1.0249999761581423 11.449999809265138 2.2350000143051152 0.8711829185485841 0.94499999284744274 -0.51841533184051503 11.550000190734865 0.53405728936195385 -0.66259482502937306 11.775000095367433 1.3149999976158144
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 6 8 15 -6 13 -7 17 10 -9 -12 -13 -1 -15 -3 -17 19 -19 22 25 -22 29 -24 -25 -21 -27 -23 -29 -4
right_child=-2 4 3 -5 5 7 -8 9 -10 -11 11 12 -14 14 -16 16 -18 18 -20 20 21 27 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0019158416665269592 -2.6434858828782923e-05 -0.00067355844033154151 -4.617797254672754e-05 0.018960972919183621 0.0019952672196628237 -0.0039410915796075693 0.00033979947998136217 -0.0072812834214575663 0.0003806028569242378 -0.00033843195259196021 0.0013165723514344807 0.0046432019865635448 0.024994562936545766 0.015802673828035879 0.0020580943013370342 -0.0033938147570904925 -0.0010375670567170725 0.00060830698043219081 -3.1149634827133389e-05 0.0001306872232278794 -0.0016317898981107048 0.00029163740664444921 -0.0019439326897816658 0.0068365844001582535 -0.00017689439515372894 0.0025883456942173691 0.022258858524424874 -0.0015377574532417825 -6.4410084233890033e-05 0.0013535281636971814
leaf_weight=12054 976989 10017 8328 51 2803 674 4926 119 72399 22582 3622 79 36 91 98 2731 2719 28192 108984 6312 11940 10409 3137 213 8824 1330 23 9230 9014 7907
leaf_count=12054 976989 10017 8328 51 2803 674 4926 119 72399 22582 3622 79 36 91 98 2731 2719 28192 108984 6312 11940 10409 3137 213 8824 1330 23 9230 9014 7907
internal_value=1.62597e-06 8.02144e-05 0.000152758 6.96784e-05 -0.000404873 1.54684e-05 0.00153718 -0.000189215 6.63149e-05 -9.35661e-05 0.00134045 0.001615 0.0110141 0.0020202 0.00867585 -0.00121786 -0.00221828 -4.00908e-05 0.00010027 -0.00029123 -0.000547944 -0.000769148 0.000144846 -0.000509515 -1.15883e-05 0.000623529 0.00292273 -0.000409676 -0.000809806 0.000635527
internal_weight=1.32583e+06 348844 303462 286293 45382 29915 17169 27112 286242 26438 3856 3737 115 12243 189 15467 5450 213843 137176 76667 48258 40593 28409 12174 9037 7665 1353 28653 18244 16235
internal_count=1325833 348844 303462 286293 45382 29915 17169 27112 286242 26438 3856 3737 115 12243 189 15467 5450 213843 137176 76667 48258 40593 28409 12174 9037 7665 1353 28653 18244 16235
cat_boundaries=0 1
cat_threshold=48
is_linear=0
shrinkage=0.05


Tree=359
num_leaves=31
num_cat=0
split_feature=90 19 32 52 87 89 94 60 57 3 10 27 101 57 87 2 62 3 104 92 102 98 115 52 79 87 6 37 88 124
split_gain=1.09244 2.11898 2.1376 2.41118 3.2547 3.26649 3.52332 2.94827 4.57559 2.80783 2.60286 2.45023 3.01918 2.41455 2.08197 2.32192 3.6918 2.33549 2.26153 2.34133 2.20014 2.08164 2.88006 2.0674 2.12127 2.75831 2.44219 2.35245 2.04631 2.02036
threshold=0.52621638774871837 3.9249999523162846 10.949999809265138 1.0249999761581423 0.85531154274940502 -0.9493274688720702 0.071110911667346968 0.41717885434627539 185.94447326660159 353.50000000000006 15.84999990463257 346.50000000000006 0.72692516446113598 319.29005432128912 0.7241865098476411 316.50000000000006 0.38689397275447851 321.50000000000006 -0.98529252409934986 -0.81754806637763966 -0.51830387115478505 -0.45668251812458033 -0.35019405186176294 1.3049999475479128 3.3149999380111699 0.73462682962417614 3.8500000238418584 16.849999427795414 1.0000000180025095e-35 -0.13052122294902799
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 7 -6 10 8 23 14 -7 12 13 -8 18 29 -17 -18 -10 20 -20 -14 -23 -5 25 -25 -27 -26 -3 -16
right_child=1 2 3 4 5 6 11 -9 9 -11 -12 -13 21 -15 15 16 17 -19 19 -21 -22 22 -24 24 27 26 -28 -29 -30 -31
leaf_value=5.5164133768945969e-06 -0.011108894771004612 -0.0014858098171003306 0.00088748804804679698 -0.012600119668718004 -0.0039102005686400048 0.0023770523927216735 0.0011449566846628151 0.00086975426775535341 -0.0068381968538610734 -0.012014209118982157 0.017261487069772558 0.012932296057876486 -0.011448638910587762 -0.015309219496945539 -9.7963884930314814e-05 -0.00041219631808481232 0.0043387409371252244 0.026757510928880603 0.008182160517511269 0.0075163212113366368 -0.0088214152479150262 0.010793764264611849 -0.013519706119162343 -0.0068086592650443718 -0.0048786382732267488 -0.00079947306412375642 0.017269091040361673 -0.014041378231865638 -0.006882141481662849 -0.004860256213986394
leaf_weight=1315757 47 981 3236 106 341 1402 314 769 53 60 30 26 128 24 341 425 26 21 30 189 52 29 21 74 329 45 32 89 214 642
leaf_count=1315757 47 981 3236 106 341 1402 314 769 53 60 30 26 128 24 341 425 26 21 30 189 52 29 21 74 329 45 32 89 214 642
internal_value=1.54467e-06 -0.000517099 -0.000467461 -0.000198983 -0.000827032 0.000608686 0.0013893 -0.00183942 -0.00266813 -0.0013758 0.00268888 -0.00204425 -0.00279889 -2.33872e-05 -0.001017 -0.00182416 0.00105833 0.0143556 0.00260775 0.00445511 -0.00260059 -0.00806922 0.000582107 -0.006189 -0.00499466 8.47274e-05 0.00670954 -0.00682956 -0.00245218 -0.00320823
internal_weight=1.32583e+06 10076 10029 8834 5598 2315 1974 3283 2514 1839 1432 542 516 338 1779 1455 472 47 324 271 82 178 50 675 569 151 77 418 1195 983
internal_count=1325833 10076 10029 8834 5598 2315 1974 3283 2514 1839 1432 542 516 338 1779 1455 472 47 324 271 82 178 50 675 569 151 77 418 1195 983
is_linear=0
shrinkage=0.05


Tree=360
num_leaves=31
num_cat=2
split_feature=109 12 39 135 20 136 8 61 37 16 94 67 18 79 96 96 90 56 121 31 39 136 34 95 60 55 67 83 31 121
split_gain=1.19023 5.29811 5.48161 5.35785 4.66261 3.78563 2.71398 3.31437 3.02896 2.66283 3.5502 3.27047 3.1626 2.6617 2.22963 2.73537 2.21848 2.97014 2.40594 2.07406 2.04771 2.25349 5.86698 3.41027 2.77765 2.24628 3.19059 2.4256 2.31666 2.03347
threshold=-0.93930774927139271 1.5249999761581423 10.550000190734865 1016.6499938964845 4.8250000476837167 0 1.9499999880790713 0.39079409837722784 11.550000190734865 12.50999975204468 -0.92225337028503407 1.9249999523162844 12.50999975204468 3.3750000000000004 -0.9556802213191985 -0.89938625693321217 -0.92350447177886952 211.28479766845706 0.87032255530357372 1014.0499877929689 12.34999990463257 1 11.750000000000002 -0.73375335335731495 0.52756631374359142 1.5549999475479128 1.7150000333786013 288.09173583984381 1013.5499877929689 0.74892720580101024
decision_type=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 2 2
left_child=1 2 13 4 -4 9 7 -7 19 10 -6 -11 16 -1 -14 -16 -12 -18 -19 -8 21 22 -3 24 -24 -22 27 28 -27 -25
right_child=-2 20 3 -5 5 6 8 -9 -10 11 12 -13 14 -15 15 -17 17 18 -20 -21 25 -23 23 29 -26 26 -28 -29 -30 -31
leaf_value=0.023686476200301617 -5.8820266954591771e-06 -0.00080180875565598439 -0.0030236745953013296 0.025711313955252991 0.0014984073836532747 0.027376259595621379 0.014376105176499829 0.0010990196163766087 -0.0018517852264363012 0.0078979120236271627 0.00052328067518269219 -0.00053538101555005129 0.0093823958012099196 0.0035915822507097172 0.039868394751101738 0.015832384714278683 0.0039291752410316539 0.012440556813394218 0.031318097151372404 0.00097887525263314068 -0.0034246375742447164 0.00027002617352583973 0.017859181026524874 0.0029845801792505785 0.0037105471484311344 0.007820704372326558 -0.00043673271321684957 0.022481614639982581 -0.0045427992635975701 0.015924021890951375
leaf_weight=45 1309948 577 387 24 169 20 52 30 608 177 78 328 37 26 20 29 93 86 21 65 606 5147 97 380 54 127 6602 20 54 33
leaf_count=45 1309948 577 387 24 169 20 52 30 608 177 78 328 37 26 20 29 93 86 21 65 606 5147 97 380 54 127 6602 20 54 33
internal_value=-6.47863e-07 0.000428097 0.00265141 0.0022148 0.00195847 0.00302195 0.000338592 0.0116099 -0.00043407 0.00497425 0.00748721 0.00242045 0.0102677 0.0163278 0.0186472 0.025643 0.00767553 0.0104649 0.0161455 0.0069332 5.55695e-05 0.000719183 0.00271911 0.0063694 0.0127994 -0.000507638 -0.000247796 0.00595796 0.00413215 0.00401848
internal_weight=1.32594e+06 15992 2295 2224 2200 1813 775 50 725 1038 533 505 364 71 86 49 278 200 107 117 13697 6288 1141 564 151 7409 6803 201 181 413
internal_count=1325940 15992 2295 2224 2200 1813 775 50 725 1038 533 505 364 71 86 49 278 200 107 117 13697 6288 1141 564 151 7409 6803 201 181 413
cat_boundaries=0 1 2
cat_threshold=5411 514
is_linear=0
shrinkage=0.05


Tree=361
num_leaves=31
num_cat=0
split_feature=93 77 21 66 24 59 23 34 115 92 10 106 123 64 112 30 106 135 121 14 31 53 63 99 106 105 119 92 30 66
split_gain=1.08998 3.43767 3.10926 3.89969 2.96216 2.36938 2.22443 2.16041 3.98035 3.55364 3.30584 3.04638 3.00535 2.97104 2.76767 4.00317 2.93913 2.53029 2.42833 3.14334 2.6553 2.21634 2.94671 2.1696 2.09804 2.56166 2.49543 2.42178 2.08653 2.05389
threshold=-0.99055543541908253 0.98500001430511486 6.0850000381469735 3.2749999761581425 301.50000000000006 273.22195434570318 10.375000000000002 14.150000095367433 0.04361772537231446 -0.69758498668670643 1.3499999642372134 0.079420104622840895 -0.76037701964378346 1.0349999666213991 0.35019405186176306 1009.9500122070314 -0.97372823953628529 1014.3500061035157 -0.71322327852249134 1.044999957084656 1014.5499877929689 0.62500000000000011 0.428430125117302 -0.99658638238906849 -0.58858251571655262 -0.6734030246734618 -0.98897820711135853 0.84120160341262828 1014.5499877929689 11.59500026702881
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 7 5 -5 -4 8 9 11 13 12 21 -11 17 -16 -17 24 19 20 -12 22 -3 -21 25 -9 -27 -26 -6 -30
right_child=-2 2 6 4 28 -7 -8 14 -10 10 18 -13 -14 -15 15 16 -18 -19 -20 23 -22 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=-0.0037033062249152596 6.4790700389324811e-06 0.014369448570726926 0.00022644100424178972 -0.0047749500652317636 0.00075410771354537216 0.0019989137195403199 -0.0098437995311211474 -0.0016138875763963972 0.005524986214069859 0.00069490583555307248 0.01120879011712252 0.015479665083694272 -0.0019762969664717813 0.01953300613583997 0.025609192736446858 0.0085754812486013594 -0.0032089213605808174 0.0058477641116843511 0.00019603577190339122 0.023638482640186947 -0.0075034877440027367 0.00063851682220411024 -0.0046250503317549312 0.006797117426614473 -0.0059363133916299606 -0.0083895283972933183 0.0046565202540402124 0.011507355625785533 -0.0034400191173538605 0.0058764346160387511
leaf_weight=721 1294243 69 18583 1247 868 144 55 3470 356 36 26 28 2260 50 20 98 115 118 923 21 70 600 29 214 379 42 288 21 782 64
leaf_count=721 1294243 69 18583 1247 868 144 55 3470 356 36 26 28 2260 50 20 98 115 118 923 21 70 600 29 214 379 42 288 21 782 64
internal_value=-6.15368e-07 -0.000290293 -0.000210852 -0.000826543 -0.00235941 -0.0040737 0.000196724 -0.000311051 0.000443006 2.4794e-05 0.00216402 -0.000935206 -0.00109059 0.0116473 -0.00108681 0.00422127 0.00221301 -0.00137324 0.00151365 0.00518784 -0.00243558 0.00177719 0.00874863 0.00830209 -0.00157611 -0.00121355 0.00299611 -0.00502052 -0.000968167 -0.00273523
internal_weight=1.32594e+06 31697 30976 12338 3105 1391 18638 9233 4682 4326 1340 2986 2958 86 4551 233 213 4318 1254 331 96 698 98 235 4200 3800 330 400 1714 846
internal_count=1325940 31697 30976 12338 3105 1391 18638 9233 4682 4326 1340 2986 2958 86 4551 233 213 4318 1254 331 96 698 98 235 4200 3800 330 400 1714 846
is_linear=0
shrinkage=0.05


Tree=362
num_leaves=31
num_cat=2
split_feature=93 136 2 13 21 55 57 26 88 133 119 28 13 65 132 53 81 124 35 113 69 67 54 91 53 22 70 136 56 2
split_gain=1.02789 5.5507 4.54785 3.92954 4.31399 3.92402 3.70509 3.69499 3.73616 3.62447 3.38087 3.26048 3.22098 3.07661 3.42841 2.86665 2.79651 2.75863 2.73872 2.96298 2.90408 2.64264 2.69676 2.60978 2.60673 3.00189 3.07183 3.74062 2.82335 3.5095
threshold=-0.92025494575500477 0 329.50000000000006 1.5149999856948855 5.0750000476837167 22.914999961853031 174.03913116455081 302.50000000000006 -0.87600004673004139 1017.0499877929689 0.74892720580101024 1010.9500122070314 1.0349999666213991 10.574999809265138 1013.6499938964845 7.7850000858306894 334.99899291992193 0.50751903653144848 12.34999990463257 -0.78257837891578663 218.85337066650393 11.644999980926515 5.9749999046325692 0.12890820950269702 2.8750000000000004 7.4849998950958261 319.62812805175787 1 289.79606628417974 315.50000000000006
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 1 2 2
left_child=1 3 5 9 -5 6 10 -8 -9 -1 21 -7 -12 14 24 17 -16 -10 20 23 -4 22 -3 -20 25 26 27 -6 -26 -30
right_child=-2 2 18 4 13 11 7 8 15 -11 12 -13 -14 -15 16 -17 -18 -19 19 -21 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.0013032853026701925 1.1632075588204947e-05 0.0007509387152538423 -0.0098896842701347056 -0.0047911927026085413 0.00011711614737544673 -0.018018970529184396 -0.00022367235237426156 0.0029583409654083646 0.00091222820665727219 -0.0091723410608480944 0.015950503065768215 -0.0033151981494340455 0.0033471477209272766 -0.0011621596970682374 -0.0041016753369834845 0.002900685550655356 0.011598244355991483 -0.00043846856445210096 -0.0026366204233016863 0.00028655698297551418 -0.0021362389494132459 -0.0020387305106009004 0.0034516240405834796 0.0030270546682897893 0.0013081839083149071 0.011339523368170141 0.0027873980316542308 -0.004096764925415582 -0.00047215133497957145 0.01326519175902479
leaf_weight=12983 1231131 6449 129 482 1509 46 33794 1616 7807 148 54 209 828 3717 520 1101 30 7329 1885 4026 1893 717 1079 228 4631 54 553 801 80 111
leaf_count=12983 1231131 6449 129 482 1509 46 33794 1616 7807 148 54 209 828 3717 520 1101 30 7329 1885 4026 1893 717 1079 228 4631 54 553 801 80 111
internal_value=-5.846e-07 -0.000159223 7.36168e-05 -0.000787781 -0.000153105 0.000221864 0.000247834 8.37179e-05 0.000665578 -0.00139198 0.00117652 -0.00596764 0.00411878 3.30985e-05 0.000569083 0.000437389 -0.00324532 0.000258208 -0.0010349 -0.000509233 -0.00263089 0.000861775 0.00113803 -0.00202549 0.000840167 -0.000339668 -0.000559953 -0.00136129 0.00155389 0.00751133
internal_weight=1.32594e+06 94809 69190 25619 12488 61029 60774 51647 17853 13131 9127 255 882 12006 8289 16237 550 15136 8161 6139 2022 8245 7528 2113 7739 2917 2863 2310 4822 191
internal_count=1325940 94809 69190 25619 12488 61029 60774 51647 17853 13131 9127 255 882 12006 8289 16237 550 15136 8161 6139 2022 8245 7528 2113 7739 2917 2863 2310 4822 191
cat_boundaries=0 1 2
cat_threshold=3472 384
is_linear=0
shrinkage=0.05


Tree=363
num_leaves=31
num_cat=0
split_feature=109 12 39 135 22 29 31 107 79 20 16 61 3 79 83 4 66 60 32 23 20 54 35 103 98 72 56 71 67 111
split_gain=1.08978 4.80204 4.94044 4.83168 4.30956 2.83161 3.6856 3.26251 2.41437 2.27627 2.68768 3.27015 3.37808 2.53503 4.56851 2.98802 2.881 1.90209 1.9715 5.65765 3.47538 2.76808 2.48375 2.20705 2.87913 1.80069 1.79966 1.7545 1.66262 1.73599
threshold=-0.93930774927139271 1.5249999761581423 10.550000190734865 1016.6499938964845 4.8350000381469735 1008.5499877929689 1010.5499877929689 -0.75959551334381092 3.3750000000000004 4.9449999332427987 12.50999975204468 0.26462988555431372 136.50000000000003 1.685000002384186 229.00840759277347 0.45000000298023229 10.375000000000002 0.62507262825965892 13.150000095367433 5.1449999809265146 5.3150000572204599 2.3249999284744267 12.050000190734865 -0.25420244038105005 -0.40338765084743494 0.57107102870941173 211.28479766845706 270.49841308593756 1.6349999904632571 -0.99299645423889149
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 4 -4 -6 7 26 27 -8 11 12 -11 15 16 -13 -15 18 19 20 22 -20 -3 24 -22 -17 -7 -1 29 -12
right_child=-2 17 3 -5 5 6 9 -9 -10 10 28 13 -14 14 -16 25 -18 -19 21 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.01242388899924911 -5.5652927317171463e-06 0.0093383794732240823 -0.0029138631304113476 0.024424842962374294 -0.0078814189762697884 0.012446012015321426 -0.0019836886904221469 0.0059193492053438816 0.0033800613278379809 0.0040671866870036827 0.018965685562718482 0.027818394124153115 0.028258313616970555 0.0046721598663972174 -0.0039964034872411259 0.016787856546256485 0.020112874520504299 0.00075515406110082499 -0.0041766242239529355 -0.00030423271204582024 0.0053168997139437131 -0.0006132285247429487 0.030553120947495866 0.0011981088728752248 0.025313869436892372 0.0034689542903770625 0.033146033178837526 0.032174368121701741 -0.00011487846010163803 0.0036469058198910658
leaf_weight=22 1309948 37 388 24 59 21 232 90 26 27 21 21 31 271 162 36 34 5679 709 4583 72 2356 22 215 24 86 21 23 545 155
leaf_count=22 1309948 37 388 24 59 21 232 90 26 27 21 21 31 271 162 36 34 5679 709 4583 72 2356 22 215 24 86 21 23 545 155
internal_value=-5.5687e-07 0.000409697 0.00252636 0.00211187 0.00186845 0.00289248 0.00325509 0.0112892 0.0155101 0.00260086 0.00336661 0.00565161 0.0169969 0.00457288 0.00278924 0.0103978 0.00639342 5.50383e-05 -0.000440841 0.00017592 0.00612333 -0.00143752 0.017249 0.00401268 0.0103161 0.00739912 0.022796 0.0225186 0.00124957 0.00547471
internal_weight=1.32594e+06 15992 2295 2224 2200 1812 1753 132 71 1621 1389 668 58 610 467 143 305 13697 8018 4953 370 3065 59 311 96 122 42 45 721 176
internal_count=1325940 15992 2295 2224 2200 1812 1753 132 71 1621 1389 668 58 610 467 143 305 13697 8018 4953 370 3065 59 311 96 122 42 45 721 176
is_linear=0
shrinkage=0.05


Tree=364
num_leaves=31
num_cat=1
split_feature=109 12 39 135 22 29 31 107 79 20 16 61 63 87 108 121 68 32 112 76 64 96 39 136 35 67 121 20 65 0
split_gain=0.983522 4.33384 4.45875 4.36059 3.88937 2.55553 3.32625 2.94441 2.17897 2.07132 2.52485 2.89607 2.77527 2.62238 5.03364 2.78678 2.42197 2.31823 2.06709 2.56452 2.14913 2.05742 1.79501 1.96323 5.18636 3.28006 3.64806 2.81084 3.01917 2.27716
threshold=-0.93930774927139271 1.5249999761581423 10.550000190734865 1016.6499938964845 4.8350000381469735 1008.5499877929689 1010.5499877929689 -0.75959551334381092 3.3750000000000004 4.8250000476837167 12.50999975204468 0.26462988555431372 0.31732837855815893 0.65088096261024486 -0.81643056869506825 0.59480014443397533 244.45255279541018 12.84999990463257 -0.98624804615974415 5.1549999713897714 4.4149999618530282 -0.94700333476066578 12.449999809265138 0 11.650000095367433 5.8849999904632577 0.62249094247818004 6.5750000476837167 4.4649999141693124 135.50000000000003
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 1 2 2 2 2 2 2
left_child=1 2 8 4 -4 -6 7 -7 -1 -8 11 12 -11 14 16 -15 -13 -17 -19 20 -20 -18 23 24 -3 27 -27 28 -26 -30
right_child=-2 22 3 -5 5 6 9 -9 -10 10 -12 13 -14 15 -16 17 21 18 19 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.021392649629463755 -5.2870282535537057e-06 -0.00071442271802518438 -0.0027681699750640287 0.023203600853836784 -0.0074873480415050646 0.021656221311007227 -0.0027681072175050891 0.0056233817576948142 0.0032110582607296797 0.0035073078720381963 0.0010606333725925322 -0.0023953449446707967 0.024842804215316261 -0.0002669891602356793 0.033535474650561808 -0.0024038856724898023 0.0069070409036095376 -0.0017653925482321671 0.02056809647073006 0.027407125803606155 0.0038489379785779307 0.025828758841380479 -0.00049824557159572564 0.00022099939209967894 0.0080557432929998733 0.0013141632462095802 0.01512747565453703 0.0031637195121890583 0.035316229634918275 0.015643492365550054
leaf_weight=45 1309948 649 388 24 59 42 169 90 26 27 749 47 35 319 20 45 51 27 29 26 57 20 7115 5306 69 365 55 76 24 38
leaf_count=45 1309948 649 388 24 59 42 169 90 26 27 749 47 35 319 20 45 51 27 29 26 57 20 7115 5306 69 365 55 76 24 38
internal_value=-5.29027e-07 0.000389212 0.00240005 0.00200627 0.00177503 0.00274786 0.00309234 0.0107247 0.0147346 0.00247082 0.00308059 0.00523271 0.0155515 0.00423464 0.0103403 0.00255952 0.00640892 0.00745983 0.0106531 0.0136469 0.00948679 0.0122371 5.22864e-05 0.0006474 0.00239996 0.0056619 0.00312305 0.0108132 0.0152511 0.0232587
internal_weight=1.32594e+06 15992 2295 2224 2200 1812 1753 132 71 1621 1452 703 62 641 138 503 118 184 139 112 86 71 13697 6582 1276 627 420 207 131 62
internal_count=1325940 15992 2295 2224 2200 1812 1753 132 71 1621 1452 703 62 641 138 503 118 184 139 112 86 71 13697 6582 1276 627 420 207 131 62
cat_boundaries=0 1
cat_threshold=514
is_linear=0
shrinkage=0.05


Tree=365
num_leaves=31
num_cat=0
split_feature=78 56 52 63 17 31 134 16 74 42 19 119 127 0 72 77 67 133 22 31 62 0 54 20 0 96 120 56 90 19
split_gain=1.14728 3.68328 5.07203 3.95594 3.78152 3.56177 3.96681 3.55019 3.47882 3.56256 3.24863 3.38054 3.32247 3.91224 3.34064 3.30002 3.61327 3.1861 3.12657 3.0513 2.99956 3.96186 2.97386 3.16754 3.61526 2.92683 5.97219 2.72379 2.61885 4.24837
threshold=14.704999923706056 68.363044738769545 7.9049999713897714 0.25144599378108984 6.9049999713897714 1011.1499938964845 1018.7500000000001 11.775000095367433 0.92282035946846019 9.6500000953674334 6.9049999713897714 0.93038213253021251 0.9996192753314973 336.50000000000006 0.29899388551712042 30.835000038146976 12.654999732971193 1012.7500000000001 4.6849999427795419 1017.0499877929689 0.25352181494235998 351.50000000000006 0.25499999523162847 6.7149999141693124 349.50000000000006 -0.97951543331146229 -0.46173103153705591 282.67344665527349 -0.19565971195697782 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 4 3 10 -2 6 17 -4 -5 -10 18 12 14 -14 -12 -13 27 -6 19 -3 21 25 23 28 -25 26 -20 -17 -7 -30
right_child=1 2 7 8 5 22 -8 -9 9 -11 11 15 13 -15 -16 16 -18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-2.1031331345339149e-05 -0.0031282209031279259 0.017315845240026394 -0.00057878327249381216 0.00023056853104241567 -0.0027058612789612191 0.0047583748687797791 0.018005232174288146 9.5384093098493711e-05 0.0021603038882726934 0.022398658791048964 0.011589408756351505 -0.0035625217950116072 -0.00030098770900319021 0.027209583420439495 0.0017450170894345398 -0.00096209056891228368 -0.0045435397638859043 -0.013315373046421691 -0.00071490117590184571 -0.0060018815565854311 -0.0015003305326584055 0.019047618295778248 -0.00043089415306019448 0.024621304694676039 -0.001545631755156633 1.1374443113548353e-05 0.025576265792672831 0.010454141900582829 0.020607670797440022 -0.0013384251468477632
leaf_weight=1122740 1538 47 28855 90203 1027 430 22 60413 1873 22 87 580 24 28 9112 82 116 76 54 20 2062 34 5623 33 22 503 36 144 23 535
leaf_count=1122740 1538 47 28855 90203 1027 430 22 60413 1873 22 87 580 24 28 9112 82 116 76 54 20 2062 34 5623 33 22 503 36 144 23 535
internal_value=-1.22752e-06 0.000107967 0.000154564 0.000390084 -0.000862512 -0.000415245 -0.00301758 -0.000122534 0.000275109 0.00239526 0.00120909 0.00162162 0.00190936 0.0145124 0.00183812 -0.00126552 0.00262998 -0.00343689 -0.00031364 0.0103553 -0.000579472 0.00244893 2.39426e-05 0.00247605 0.0141545 0.00149724 0.00980157 0.00631197 0.00182593 -0.000433837
internal_weight=1.32636e+06 203624 194295 105027 9329 7791 1125 89268 92098 1895 12929 10173 9251 52 9199 922 342 1103 2756 67 2689 627 6666 1043 55 593 90 226 988 558
internal_count=1326364 203624 194295 105027 9329 7791 1125 89268 92098 1895 12929 10173 9251 52 9199 922 342 1103 2756 67 2689 627 6666 1043 55 593 90 226 988 558
is_linear=0
shrinkage=0.05


Tree=366
num_leaves=31
num_cat=1
split_feature=66 52 67 64 52 75 23 61 121 57 12 110 34 23 87 125 91 61 108 114 136 39 127 79 23 69 59 39 43 2
split_gain=1.09863 2.49149 2.48382 4.32321 3.19012 3.75204 2.78974 2.77934 2.76119 3.23217 3.00272 3.03655 2.66251 2.55903 3.91226 2.60344 2.72654 3.68671 2.55499 2.98368 2.67289 3.33658 2.86882 3.02086 2.60125 2.45568 2.55947 2.43051 3.42564 4.30378
threshold=29.195000648498539 13.135000228881838 12.654999732971193 10.315000057220461 5.3350000381469735 0.70344686508178722 8.2650003433227557 0.5629434883594514 -0.55191597342491139 241.8398132324219 1.435000002384186 -0.30858774483203882 19.44999980926514 9.1149997711181658 0.66309595108032238 0.93663650751113903 -0.91679409146308888 0.31959989666938787 -0.092521063983440385 0.13052122294902804 0 9.6500000953674334 -0.98624804615974415 9.0650000572204608 5.9249999523162851 324.76788330078131 330.89916992187506 11.050000190734865 8.8499999046325701 316.50000000000006
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=2 27 -1 8 5 13 7 -6 -4 10 11 -10 -12 15 -15 -5 17 -17 -7 20 24 -22 23 -23 -20 26 -18 28 -2 -30
right_child=1 -3 3 4 6 18 -8 -9 9 -11 12 -13 -14 14 -16 16 25 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.2760570216106886e-05 0.0011197241843567964 -7.6589148838279065e-06 -0.0001057123422507927 0.0012612897957585347 -0.0010648008079817133 -0.0011116530673296648 8.5837038426212839e-05 -0.00022635749387918234 0.0028718825966481949 -0.00057734303471400469 -0.0014059346115734878 -0.0043066933982772752 0.01204783144482487 -0.0021912236631448779 0.026824691291683567 0.024966408669747212 0.0030167532435782995 0.006415922603373099 -0.0029041186459584163 0.01255617669224739 0.0048330423933130411 -0.0015035305136986892 -0.00031349134390010083 0.0087984610102954993 0.00097458764800938732 -0.0067287826393213545 0.019016615593613225 0.00028413749436983197 -0.0035004586560299271 0.010603711778872569
leaf_weight=1076868 7026 67431 12217 1803 14499 3316 38276 31053 162 13416 6028 1625 37 21 26 37 181 97 447 50 334 119 15139 177 13112 54 29 22509 74 201
leaf_count=1076868 7026 67431 12217 1803 14499 3316 38276 31053 162 13416 6028 1625 37 21 26 37 181 97 447 50 334 119 15139 177 13112 54 29 22509 74 201
internal_value=-1.16614e-06 0.000160618 -1.39656e-05 -0.000202994 -6.15258e-05 0.000339841 -0.000228827 -0.00049323 -0.000704777 -0.0010489 -0.0018546 -0.00365592 -0.00132386 0.00231574 0.0138601 0.00206923 0.0057293 0.0115381 0.00020398 0.00035248 0.000331675 -0.000111116 -0.000218175 0.00465678 0.000846094 0.00278091 0.00522626 0.000541266 0.00133399 0.00680841
internal_weight=1.32636e+06 97241 1.22912e+06 152255 118770 34942 83828 45552 33485 21268 7852 1787 6065 2248 47 2201 398 134 32694 29378 29328 15769 15435 296 13559 264 210 29810 7301 275
internal_count=1326364 97241 1229123 152255 118770 34942 83828 45552 33485 21268 7852 1787 6065 2248 47 2201 398 134 32694 29378 29328 15769 15435 296 13559 264 210 29810 7301 275
cat_boundaries=0 1
cat_threshold=2289
is_linear=0
shrinkage=0.05


Tree=367
num_leaves=31
num_cat=3
split_feature=78 56 60 22 63 136 10 110 21 6 52 16 23 78 33 136 9 94 36 136 12 53 121 64 12 31 104 117 106 79
split_gain=1.01724 3.34076 4.83091 4.52703 3.85012 3.49012 3.47658 3.25677 3.07752 3.04866 2.98483 3.32685 3.06747 3.91615 4.3323 4.06334 7.21384 5.06924 3.72387 3.55847 5.57642 3.63169 3.61135 3.41294 3.04912 2.90128 3.45571 2.84658 2.97058 2.94469
threshold=14.704999923706056 68.363044738769545 0.24176140129566195 7.0850000381469735 0.40750388801097875 0 5.5499999523162851 0.47939679026603704 6.0050001144409189 5.2500000000000009 7.9049999713897714 11.775000095367433 6.5050001144409189 19.48499965667725 15.449999809265138 1 8.2500000000000018 -0.21220185607671735 12.449999809265138 2 2.6950000524520878 1.325000047683716 -0.25037047266960138 15.454999923706056 3.2549999952316289 1016.4500122070314 -0.89521360397338856 0.99687939882278453 -0.77643460035324086 22.035000801086429
decision_type=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 2
left_child=-1 7 3 4 5 6 -3 -2 9 -8 12 -12 24 -14 18 16 -16 -18 -15 20 21 22 23 -20 -4 26 -10 28 29 -11
right_child=1 2 10 -5 -6 -7 8 -9 25 27 11 -13 13 14 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.9755561122389896e-05 -0.0029551390763393037 0.0065752505352615585 0.00017721229225891211 -0.0042119003473530415 -0.00074087966691548991 0.0010465255744663835 -0.016244216066283675 -0.00041329739004259709 0.020729796733293268 0.001214699150116275 -0.00055848319173152836 9.5295795443115986e-05 1.5654415293391396e-06 0.0016034391882812139 -0.0038769580026316204 0.0029860427286583914 0.0031295184735898617 0.028904409516387838 0.012015756064560264 -0.00038546991277095966 -0.0021355691303784688 0.0042976811078812042 -0.0039727797894738614 0.033818838525829571 -0.0013715446197097435 0.0097858405954736691 0.0025495321159014366 0.018882270821962845 -0.00070511056371381359 0.012126167598995381
leaf_weight=1122740 1502 665 64369 353 1463 3578 26 7827 27 162 28712 60377 11625 10495 41 572 27 65 50 5562 313 422 20 28 3343 203 819 22 856 100
leaf_count=1122740 1502 665 64369 353 1463 3578 26 7827 27 162 28712 60377 11625 10495 41 572 27 65 50 5562 313 422 20 28 3343 203 819 22 856 100
internal_value=-1.10783e-06 0.000101712 0.00014609 0.00132825 0.00157515 0.00209982 0.00339298 -0.000822542 0.0024529 0.000685149 9.35083e-05 -0.000115407 0.00028552 0.000713693 0.00118419 0.0050244 0.0126177 0.02134 0.0010239 7.28084e-05 0.00310018 0.00631131 0.0149822 0.0198425 0.000100749 0.00441782 0.00312975 0.00107126 0.000720772 0.00537938
internal_weight=1.32636e+06 203624 194295 8274 7921 6458 2880 9329 2215 1166 186021 89089 96932 29220 17595 705 133 92 16890 6395 833 520 98 78 67712 1049 846 1140 1118 262
internal_count=1326364 203624 194295 8274 7921 6458 2880 9329 2215 1166 186021 89089 96932 29220 17595 705 133 92 16890 6395 833 520 98 78 67712 1049 846 1140 1118 262
cat_boundaries=0 1 2 3
cat_threshold=163 2 130
is_linear=0
shrinkage=0.05


Tree=368
num_leaves=31
num_cat=1
split_feature=94 23 54 132 82 29 65 31 126 52 123 28 23 126 136 1 36 99 19 93 30 99 35 56 52 30 53 92 89 117
split_gain=1.0253 5.00802 4.63841 4.11528 4.35556 3.25844 3.42581 2.82488 3.5648 3.71915 3.87579 3.50979 2.86173 2.8432 2.82065 7.36701 5.76213 3.81981 3.49734 3.27651 3.57624 3.33835 3.03741 2.95738 2.89284 4.47329 2.69343 3.77296 2.92456 2.67996
threshold=-0.95873832702636708 9.6549997329711932 5.9749999046325692 1017.8500061035157 323.98353576660162 1020.4500122070314 9.3450002670288104 1010.1499938964845 -0.59480014443397511 1.0649999976158144 0.97988739609718334 1010.6499938964845 5.4249999523162851 -0.88697704672813404 0 300.50000000000006 13.750000000000002 -0.40713669359683985 10.405000209808351 -0.97469592094421376 1018.5499877929689 -0.95043608546257008 14.34999990463257 178.52754211425784 3.0749999284744267 1018.0499877929689 4.6749999523162851 -0.69758498668670643 -0.47035846114158625 0.96811076998710643
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 7 -5 -4 -7 8 9 13 12 -9 -11 -1 15 22 17 26 29 20 24 23 -13 -22 -20 -26 27 28 -16 -18
right_child=-2 -3 5 4 -6 6 -8 11 -10 10 -12 14 -14 -15 16 -17 18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0097318237601422969 9.1163575978900359e-06 -0.0043475413756960393 0.00077371864758730459 -0.0087277427590826667 0.010891242558136583 -0.0063015190876469888 0.0073054655641317376 -0.0025803360833032505 0.00020286738076306628 0.01200821431893432 0.026460685137481916 0.0024877562354652292 0.0031777779426140234 0.0041909043538147835 -0.0012694955763972219 -0.0010026073954150776 0.00047566428838445953 0.0014952963608435249 -0.003741389640119587 -0.00013996047665681684 0.025371094234287739 -0.0006125672019173413 -0.0015116898857258853 0.005802180614943306 -0.00055691241426570335 -0.014652142657673565 0.00018046476910878883 -0.00078680098619203801 -0.003671633055066419 -0.013378648321834462
leaf_weight=81 1259016 717 13881 244 32 291 55 1869 4629 110 21 3593 553 67 1907 4259 12979 995 1814 7552 26 172 547 75 1908 58 1558 3544 3776 35
leaf_count=81 1259016 717 13881 244 32 291 55 1869 4629 110 21 3593 553 67 1907 4259 12979 995 1814 7552 26 172 547 75 1908 58 1558 3544 3776 35
internal_value=-1.05107e-06 -0.000191123 -0.000146397 -0.000363762 -0.00645308 0.000654252 -0.00413856 -0.000331521 0.000744456 0.00375769 0.0053127 -0.000457433 0.00464286 -0.00342897 -0.000368864 0.000456833 -0.000559364 -0.00146897 -0.000124352 -0.000755435 -0.00190226 0.00362436 0.00195933 0.0108397 -0.0023014 -0.000972743 -0.00174245 -0.00206713 -0.00286557 0.000438404
internal_weight=1.32636e+06 67348 66631 52404 276 14227 346 52128 5461 832 684 46667 663 148 44798 8399 36399 11780 24619 11605 4053 273 4140 101 3780 1966 10785 9227 5683 13014
internal_count=1326364 67348 66631 52404 276 14227 346 52128 5461 832 684 46667 663 148 44798 8399 36399 11780 24619 11605 4053 273 4140 101 3780 1966 10785 9227 5683 13014
cat_boundaries=0 1
cat_threshold=4164
is_linear=0
shrinkage=0.05


Tree=369
num_leaves=31
num_cat=0
split_feature=66 52 101 36 39 125 115 67 64 52 63 75 23 79 34 57 68 79 93 75 26 7 20 121 2 92 76 80 60 34
split_gain=0.993645 2.10589 2.15846 1.94362 3.00118 3.55912 1.93333 1.78727 4.1261 3.1492 2.99018 2.95246 3.73 3.62955 3.13707 2.81254 2.80877 2.69976 2.63546 3.24435 2.46148 4.18484 3.66933 2.43746 2.38206 2.37959 3.17997 3.42127 3.44008 2.99882
threshold=34.094999313354499 23.425000190734867 0.74071803689003002 12.250000000000002 12.750000000000002 0.99140709638595592 -0.19936034083366391 12.654999732971193 10.315000057220461 6.6649999618530282 0.53331264853477489 0.69028306007385265 9.1149997711181658 19.755000114440922 18.150000572204593 225.45100402832034 337.21759033203131 20.244999885559086 0.99583086371421825 0.78826493024826061 174.50000000000003 5.6499998569488534 7.3750000000000009 -0.55191597342491139 122.50000000000001 -0.46374891698360438 5.9549999237060556 231.82154083251956 0.31751126050949102 19.750000000000004
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=7 -2 -3 -4 5 -5 -6 -1 16 11 -11 12 13 -10 -14 20 23 -15 -17 -20 21 22 -13 -9 -21 26 27 -25 -29 -28
right_child=1 2 3 4 6 -7 -8 8 9 10 -12 15 14 17 -16 18 -18 -19 19 24 -22 -23 -24 25 -26 -27 29 28 -30 -31
leaf_value=1.2348396179886546e-05 0.00048526569732928982 6.2409820495246498e-05 -0.0023778596426322855 0.0023471398924638305 -0.00078383708398301706 0.018742815255992921 -0.015692398070611738 -5.1475449613365152e-05 8.6625042679931453e-05 -0.0008844385863313785 -8.9398970113514897e-05 0.033403200215914031 0.0049754772788697952 0.019737895597117368 0.02778103493154049 0.00039467277356440491 -0.0052182302902791444 0.003684286241943082 0.024923471812887687 -0.010850736977798599 -0.00061901875121588706 -0.00070588007907592364 0.0038120481692021715 0.0034492070254088306 0.0086737043268169424 -0.00056943642817454214 -0.0010523553156237748 -0.0090657301225876234 -0.0030373262530601461 0.017451431115411902
leaf_weight=1078471 31715 39113 1795 314 1882 37 22 12335 1385 13917 78737 22 38 27 25 34082 334 872 23 21 9853 69 20 174 61 14345 4643 274 1736 22
leaf_count=1078471 31715 39113 1795 314 1882 37 22 12335 1385 13917 78737 22 38 27 25 34082 334 872 23 21 9853 69 20 174 61 14345 4643 274 1736 22
internal_value=-9.98514e-07 0.000175927 -5.13669e-05 -0.00115017 -0.000172917 0.00407546 -0.0009561 -1.15842e-05 -0.000160765 -4.03129e-05 -0.000208817 0.000295456 0.00202352 0.00169247 0.0140253 0.000203595 -0.000655736 0.00416643 0.00041904 0.00832829 -0.000535607 0.00686852 0.0193122 -0.000610287 0.00367354 -0.000935518 -0.00170226 -0.00327685 -0.00385911 -0.000965092
internal_weight=1.32636e+06 74878 43163 4050 2255 351 1904 1.25149e+06 173015 139152 92654 46498 2347 2284 63 44151 33863 899 34187 105 9964 111 42 33529 82 21194 6849 2184 2010 4665
internal_count=1326364 74878 43163 4050 2255 351 1904 1251486 173015 139152 92654 46498 2347 2284 63 44151 33863 899 34187 105 9964 111 42 33529 82 21194 6849 2184 2010 4665
is_linear=0
shrinkage=0.05


Tree=370
num_leaves=31
num_cat=1
split_feature=89 59 71 35 24 8 107 19 63 118 124 79 72 72 69 19 60 85 136 62 34 124 31 15 11 65 20 26 29 29
split_gain=1.07196 2.52008 2.82637 2.36308 3.87693 2.5068 3.51624 2.84117 2.42941 2.22322 2.17019 2.13819 1.94564 3.14547 2.73031 3.14858 2.745 3.28389 2.59963 2.85539 3.83085 2.70068 3.0621 2.60679 2.43886 2.21171 2.28896 2.41042 2.32998 2.4097
threshold=0.78353676199913036 155.1026306152344 163.54356384277347 14.750000000000002 191.50000000000003 5.3500001430511483 -0.42419706284999842 11.120000362396242 0.19157389551401141 0.93663650751113903 0.98321744799613964 17.304999351501468 0.52586430311203014 0.76205366849899303 218.85337066650393 12.50999975204468 0.40297524631023413 0.77977076172828685 0 0.27925451099872595 9.8499999046325701 0.99353402853012096 1017.3500061035157 1.6749999523162844 5.4500000476837167 1.0850000381469729 6.5750000476837167 334.50000000000006 1010.9500122070314 1009.2500000000001
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 3 -3 5 -5 6 8 9 -2 -7 -11 -10 14 18 15 16 17 24 19 20 -14 25 -23 -24 -4 -20 27 28 29 -27
right_child=1 2 12 4 -6 7 -8 -9 11 10 -12 -13 13 -15 -16 -17 -18 -19 21 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=8.3993914046601497e-07 0.020579022577693385 0.01166369883457617 0.020640568985627633 0.0097261290997266783 -0.010144945155319071 -0.0068860986283910816 -0.0078764357081510961 0.013033660072023454 -0.0022109699528189189 0.015377485926728697 -0.0069235499063506727 0.015528426643532628 0.024077803048040271 -0.0021411936587830849 -0.0026294007077320818 -0.0048782111508771783 0.019877459661414229 -0.0010821328476248752 -0.01610724197148725 0.0013051788256388604 0.0051693172946928358 -0.0048276298333920784 0.0056406627347071964 0.028609418585186914 0.00063500253111124045 -0.0030268612934742124 -0.0071145140874345524 0.012963454203147973 -0.0022235587018324776 0.020257947310805324
leaf_weight=1320407 31 49 39 28 199 268 45 23 49 24 20 26 29 804 1435 100 30 126 27 761 351 31 30 21 25 20 134 35 328 25
leaf_count=1320407 31 49 39 28 199 268 45 23 49 24 20 26 29 804 1435 100 30 126 27 761 351 31 30 21 25 20 134 35 328 25
internal_value=-1.95808e-06 -0.000724533 -0.000277687 -0.00348207 -0.00769389 -0.00151481 0.00383385 -0.00392571 0.0088052 -0.00517592 0.00524065 0.00393869 -0.000412168 0.000457178 -0.00169811 0.00247816 0.00582197 0.00360268 0.00162297 0.00304598 0.00661233 -0.000904046 0.00756538 0.0150984 0.0128259 -0.00214048 -0.00144472 0.000417414 -0.000759828 0.00990914
internal_weight=1.32552e+06 5113 4400 713 227 486 151 335 106 312 44 75 4351 2596 1755 320 220 190 1792 1141 380 651 82 51 64 569 542 408 373 45
internal_count=1325520 5113 4400 713 227 486 151 335 106 312 44 75 4351 2596 1755 320 220 190 1792 1141 380 651 82 51 64 569 542 408 373 45
cat_boundaries=0 1
cat_threshold=2530
is_linear=0
shrinkage=0.05


Tree=371
num_leaves=31
num_cat=0
split_feature=89 59 71 123 106 85 72 72 67 113 98 52 80 86 66 38 122 58 23 105 8 4 65 35 24 4 107 19 67 118
split_gain=0.967447 2.27437 2.5508 2.14715 2.98186 3.0337 2.57906 2.79351 2.73666 2.60808 4.41996 3.22196 5.30046 3.54211 3.3532 2.84667 2.66173 2.53255 2.45736 3.27958 2.69057 2.56505 2.20735 2.13268 3.49893 2.56969 2.84269 2.25445 2.08974 2.07724
threshold=0.78353676199913036 155.1026306152344 163.54356384277347 -0.98624804615974415 -0.98888731002807606 0.76627644896507274 0.52586430311203014 0.76368954777717601 11.025000095367433 -0.78257837891578663 -0.99277824163436879 0.99500000476837169 311.64302062988287 0.86089900135993969 3.8149999380111699 13.150000095367433 -0.53727915883064259 292.55999755859381 5.6449999809265146 -0.96554952859878529 4.6499998569488534 3.1499999761581425 0.9650000035762788 14.750000000000002 191.50000000000003 4.5499999523162851 -0.42419706284999842 11.120000362396242 10.25500011444092 0.93663650751113903
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 -4 -6 18 8 9 10 -8 12 14 17 -12 -16 -15 -13 19 22 21 -21 -5 25 -25 26 -2 29 -11 -27
right_child=1 2 3 6 5 -7 7 -9 -10 28 11 13 -14 16 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=7.9794202759064127e-07 0.0082960162841802503 0.011080514088425102 0.014000980745380124 -0.0026226330667113518 0.012897771904622582 -0.0038375631500367486 -0.0049252193639094527 -0.0020989682661834512 -0.0025493111454537695 0.00014163766922828863 0.0047626218166745586 -0.0017914748665961355 0.033097330778837204 0.020718753357352907 0.030366916498834537 0.0063325124030763459 -0.001359912706539035 0.015152921780943872 -0.0042061562718262368 0.0042277410236126979 -0.00044862158663836637 0.021338353943652834 -0.014067188426470867 0.0092398226527231082 -0.0096376978456459237 -0.0067621632562443719 -0.0062034385601932905 0.011497287977148187 0.014293965323034813 0.0049786188396286563
leaf_weight=1320407 109 49 60 154 37 101 94 782 335 769 144 187 25 43 28 22 20 25 780 139 495 26 58 28 199 262 49 22 27 44
leaf_count=1320407 109 49 60 154 37 101 94 782 335 769 144 187 25 43 28 22 20 25 780 139 495 26 58 28 199 262 49 22 27 44
internal_value=-1.86018e-06 -0.000688306 -0.000263803 -0.00039156 0.00469537 0.000649447 -0.000634086 0.000378584 0.00150566 0.00248718 0.00501258 0.00690357 0.0114285 0.00330009 0.00863612 0.0197918 0.0137097 0.000206685 -0.00216719 -0.000343345 0.00139452 0.00692396 -0.00575369 -0.00330796 -0.00730919 -0.00143907 0.00379935 -0.00396246 0.000621679 -0.00507395
internal_weight=1.32552e+06 5113 4400 4351 198 138 4153 2501 1719 1384 588 494 219 275 194 50 63 212 1652 872 660 165 212 713 227 486 158 328 796 306
internal_count=1325520 5113 4400 4351 198 138 4153 2501 1719 1384 588 494 219 275 194 50 63 212 1652 872 660 165 212 713 227 486 158 328 796 306
is_linear=0
shrinkage=0.05


Tree=372
num_leaves=31
num_cat=2
split_feature=101 78 86 36 119 136 80 86 38 14 136 8 19 83 92 65 85 104 58 31 113 2 52 39 41 26 56 29 91 53
split_gain=1.02556 4.36955 4.1079 5.15782 4.72168 3.82504 3.88904 3.67574 3.253 3.23668 4.05073 3.67833 3.18521 3.0937 3.27669 3.08789 3.07541 2.78202 2.75395 2.73578 2.9263 2.71335 2.88582 2.70606 2.70392 3.3638 2.69949 2.69802 2.64067 2.63961
threshold=-0.35104317963123316 4.9849998950958261 0.65000608563423168 17.250000000000004 -0.85260769724845875 0 248.742546081543 0.86146843433380138 19.150000572204593 0.6850000023841859 1 9.2500000000000018 15.405000209808351 237.05650329589847 -0.69758498668670643 0.33500000834465032 0.77622294425964367 0.32838273048400884 204.20866394042972 1017.7500000000001 0.04361772537231446 92.500000000000014 0.66500002145767223 16.94999980926514 16.550000190734867 217.50000000000003 269.39038085937506 1011.2500000000001 -0.74758312106132496 4.7349998950958261
decision_type=2 2 2 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
left_child=1 5 3 -3 -5 7 8 12 -7 10 18 -11 13 14 -1 16 -4 -15 -8 -13 -21 -19 -23 -18 25 27 -25 -10 -9 -6
right_child=-2 2 15 4 29 6 9 28 24 11 -12 19 -14 17 -16 -17 23 21 -20 20 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0087929722494541028 9.3633961824599939e-06 0.00029078058566565657 0.020382175639271735 0.0041613349194587956 0.0058775277644697883 0.00034648631577221449 -0.0038826096072954036 -0.0011735884104314156 0.01777831840802703 -0.00015410454633828826 0.0052992168184573529 -0.0049615079098749727 0.00087505562195931599 -0.0012537616532062705 -0.0018628177834363023 0.00010213096741077044 0.00025986116957573552 -0.0050030089494201447 -0.0010805209149611474 -0.00058833356602478717 0.018109526999456727 0.027728280997623436 0.0056317174972759353 0.0042222798111100418 0.00092295291158680083 -0.0017966232283894595 0.016978669790842105 0.0061788218294028556 -0.0064181971985046247 0.022093418281143293
leaf_weight=281 1245731 409 25 200 37 4467 1443 413 57 26016 182 691 1810 7152 434 30933 509 31 2235 232 23 22 45 305 602 120 48 416 573 78
leaf_count=281 1245731 409 25 200 37 4467 1443 413 57 26016 182 691 1810 7152 434 30933 509 31 2235 232 23 22 45 305 602 120 48 416 573 78
internal_value=-1.76717e-06 -0.000175547 0.000270273 0.00399441 0.00880324 -0.000482643 -0.000238016 -0.00131058 0.00096636 -0.000459337 -0.0018135 -0.000265468 -0.00101831 -0.00144857 -0.00458642 0.000185538 0.00309424 -0.00113911 -0.00217396 -0.00332809 0.00109814 0.00722812 0.0128873 0.00259285 0.0032835 0.00567986 0.00595686 0.00757665 -0.00422142 0.0168761
internal_weight=1.32552e+06 79789 32544 724 315 47245 36484 10761 5662 30822 3860 26962 9775 7965 715 31820 887 7250 3678 946 255 98 67 862 1195 593 353 473 986 115
internal_count=1325520 79789 32544 724 315 47245 36484 10761 5662 30822 3860 26962 9775 7965 715 31820 887 7250 3678 946 255 98 67 862 1195 593 353 473 986 115
cat_boundaries=0 1 2
cat_threshold=3329 736
is_linear=0
shrinkage=0.05


Tree=373
num_leaves=31
num_cat=0
split_feature=19 77 59 127 101 86 62 13 106 89 89 115 0 87 99 93 98 122 61 32 85 89 56 72 22 56 58 121 107 64
split_gain=0.935061 2.9132 2.02574 2.02794 2.0736 1.93998 2.16988 1.82684 2.44038 2.20267 1.88044 1.9627 1.79424 2.24575 2.10936 1.76728 1.73872 1.72125 1.70651 1.69606 1.80739 2.00731 1.69305 1.6431 2.3552 1.63336 1.55095 2.13494 1.76602 2.14663
threshold=5.7200000286102304 18.105000495910648 251.71147155761722 0.99353402853012096 0.73584425449371349 0.88856253027915966 0.28208120167255407 1.0049999952316286 -0.9005632996559142 0.78353676199913036 -0.095800466835498796 -0.99809679388999928 10.500000000000002 0.80906382203102123 -0.40713669359683985 0.76868203282356273 -0.81357401609420765 -0.9914070963859557 0.65816122293472301 16.44999980926514 0.8772408962249757 -0.96224397420883168 290.88520812988287 0.76696404814720165 5.6449999809265146 183.57373809814456 274.25521850585943 -0.91702514886856068 -0.9558863341808318 0.75499999523162853
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 -3 -1 18 8 17 10 25 -12 13 -4 -14 16 22 19 -7 20 -8 -22 -15 -19 -25 -9 27 -13 -29 -30
right_child=-2 2 12 -5 -6 6 7 9 -10 -11 11 26 14 15 -16 -17 -18 23 -20 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-1.6073758296247195e-05 5.8304350249043958e-06 -0.0024273922859395589 0.019108163357966328 0.011859346051578937 -0.0077982151631490193 -0.0039961253729062299 -0.0037735955972623618 0.0047550873119402435 0.012232266442367325 -0.015961100864224139 0.01572909184864589 0.018962859392166138 -0.0014637511631180281 0.0099142034127676897 0.011988967366050929 0.01459302663989365 -0.0054812483793082525 -0.0055200703533321328 0.010452495550825483 -0.006418637417860933 0.0037335392418167282 0.023481544022533028 -0.0045175768900662661 -0.0020331665199760976 0.016581515287980436 -0.0008029159507075593 -0.0040036998978205804 -0.010268712752509774 0.020332321748137476 0.0020180737285772922
leaf_weight=35148 1284472 1457 22 23 205 761 28 152 27 20 35 25 1015 59 30 25 72 476 21 37 31 22 31 113 20 1014 58 21 20 80
leaf_count=35148 1284472 1457 22 23 205 761 28 152 27 20 35 25 1015 59 30 25 72 476 21 37 31 22 31 113 20 1014 58 21 20 80
internal_value=-1.67681e-06 -0.000236593 -0.00175338 -0.0028858 -0.00308986 -0.000119618 -0.00134872 -0.00053786 -0.00252814 0.000515241 0.00074978 0.00479006 -0.00023173 0.00399736 -0.00107755 0.00221962 0.000310143 -0.00307632 -0.00360812 0.00245071 0.00650214 0.0119308 0.00494326 -0.00414724 0.000766034 -7.83735e-05 0.00291327 0.0056611 0.0029128 0.00568092
internal_weight=1.32552e+06 41048 2939 1685 1662 38109 2961 2179 754 1425 1405 239 1254 209 1045 187 162 727 782 118 81 53 90 609 133 1166 204 146 121 100
internal_count=1325520 41048 2939 1685 1662 38109 2961 2179 754 1425 1405 239 1254 209 1045 187 162 727 782 118 81 53 90 609 133 1166 204 146 121 100
is_linear=0
shrinkage=0.05


Tree=374
num_leaves=31
num_cat=1
split_feature=101 78 86 66 36 119 59 73 30 136 112 86 53 97 19 93 83 92 72 17 85 82 64 61 98 56 18 88 53 56
split_gain=0.923706 3.94858 3.90157 4.17748 4.11526 4.23644 3.52337 3.97567 3.72159 3.49026 4.0669 3.78001 3.41351 3.09234 2.86036 2.81232 3.0906 4.33988 2.8007 4.15786 3.05956 2.84658 3.02358 3.34153 2.69168 2.58719 2.47096 3.94895 2.42447 2.396
threshold=-0.38726225495338434 4.9849998950958261 0.65000608563423168 0.50499999523162853 17.250000000000004 -0.85260769724845875 284.53955078125006 0.28144313395023351 1014.1499938964845 0 -0.43049471080303187 0.86318188905715953 0.064999999478459372 -0.81490609049797047 15.405000209808351 0.032807121053338058 250.09165954589847 -0.73554793000221241 0.31409581005573278 6.0650000572204599 0.82740500569343578 324.51025390625006 2.0149999856948857 0.3571262806653977 -0.99974840879440297 289.11352539062506 14.039999961853029 -0.96631479263305653 4.7349998950958261 200.15894317626956
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 9 4 6 -3 -6 8 -8 25 11 -11 14 -13 29 15 16 17 -1 19 20 -18 -20 -23 -24 -12 -4 27 -26 -7 -10
right_child=-2 2 3 -5 5 28 7 -9 13 10 24 12 -14 -15 -16 -17 18 -19 21 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0092719531884150851 8.5873407160579428e-06 0.00039649667414983918 0.003651087853142599 3.4599606872067361e-05 0.0038555360677389378 0.0055833598677496859 0.024090992656813279 0.0052280090749263763 0.0014860199360423778 -0.00071469065054391488 0.010159148405572135 0.0023247057196266693 -0.0061619333125123871 0.0014693631454404917 0.00084691146327942252 0.0012990838129601464 0.028179579883813862 -0.0015081804632306255 -0.0018612589825339144 0.00056657166239125901 0.0048346872383262969 -0.0051561139375230092 0.029927740574348716 0.0055262507781624164 0.0061454253657441185 0.018607147694565358 0.0010095784654749801 -0.00046023480389071199 0.021224048426995677 -0.0090407868896445805
leaf_weight=315 1251094 354 800 27473 195 37 37 114 83 19373 70 145 648 541 1688 836 25 420 5334 370 32 36 20 47 233 30 7130 7810 75 155
leaf_count=315 1251094 354 800 27473 195 37 37 114 83 19373 70 145 648 541 1688 836 25 420 5334 370 32 36 20 47 233 30 7130 7810 75 155
internal_value=-1.59297e-06 -0.000172723 0.000271778 0.000185884 0.00407046 0.0083069 0.00254738 0.00985006 0.00186204 -0.000471113 -0.000233894 -0.00129768 -0.00461015 -0.000620099 -0.00101117 -0.00143302 -0.00177914 -0.00483551 -0.00139605 0.00250312 0.0150737 -0.00170228 0.00653076 0.0128103 0.000377018 0.00419167 0.000331889 -0.000268874 0.016057 -0.00536967
internal_weight=1.32552e+06 74426 29894 29233 661 307 1760 151 1609 44532 34616 9916 793 779 9123 7435 6599 735 5864 427 57 5437 103 67 15243 830 15173 8043 112 238
internal_count=1325520 74426 29894 29233 661 307 1760 151 1609 44532 34616 9916 793 779 9123 7435 6599 735 5864 427 57 5437 103 67 15243 830 15173 8043 112 238
cat_boundaries=0 1
cat_threshold=3329
is_linear=0
shrinkage=0.05


Tree=375
num_leaves=31
num_cat=1
split_feature=107 43 136 40 41 30 125 89 39 64 14 16 18 1 37 32 54 99 23 68 52 119 85 34 100 60 105 61 64 79
split_gain=1.36593 3.67557 11.4319 5.56279 4.21805 3.95959 3.92973 4.15946 4.076 3.65479 4.76871 3.46893 3.74684 3.58752 6.43645 7.70178 4.3348 3.3506 5.24824 3.75289 3.32651 5.78791 4.47276 4.06037 3.96726 3.8605 5.65322 5.17796 4.9105 4.11999
threshold=-0.79144051671028126 8.0500001907348651 0 10.750000000000002 0.65000000596046459 1015.3500061035157 0.85260769724845897 0.93990889191627514 19.349999427795414 0.59499999880790722 0.70499998331069957 12.50999975204468 6.4600000381469735 128.50000000000003 13.050000190734865 11.050000190734865 1.5349999666213991 -0.92500168085098255 8.5150003433227557 299.87966918945318 0.54500001668930065 -0.07845610752701758 0.88022169470787059 16.050000190734867 0.11097339168190958 0.41332770884037023 -0.94037911295890797 0.43546389043331152 0.91500002145767223 22.314999580383304
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 4 20 11 9 8 -8 -7 -3 -11 12 -1 14 16 -16 -14 18 19 -17 21 22 24 -23 -4 26 27 -22 -28 -30
right_child=-2 5 3 -5 -6 6 7 -9 -10 10 -12 -13 13 -15 15 17 -18 -19 -20 -21 25 23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00037444007373355136 -3.2218331855203211e-05 0.001824770337561239 0.003403294502952325 0.013857365866855093 -9.1705962532242878e-05 -0.0015056471442008177 0.00035187165151557789 0.019040754104498778 0.0018130655523583346 -0.0026784443478559488 7.0198550140463344e-05 0.00088029712658286435 -0.0074838361969341355 0.0020494836765572897 0.037617282681167125 0.0063566407420265689 0.0026471008510548146 0.0034348870447746464 0.024903940393569621 0.021892404179310515 -0.0017854940319544509 0.00044485969924302685 0.00017659906623787033 -0.0011846982024709093 0.00050812242403102542 9.9705342227596788e-05 0.0018408788920844486 0.00025675430467325959 -0.00033858403751742196 0.0012434456701066201
leaf_weight=1168 922844 2627 3787 73 4905 13739 3920 30 992 1717 19491 9195 128 5833 20 522 603 536 47 42 10558 19999 3326 4726 1721 232994 3107 4396 48491 4497
leaf_count=1168 922844 2627 3787 73 4905 13739 3920 30 992 1717 19491 9195 128 5833 20 522 603 536 47 42 10558 19999 3326 4726 1721 232994 3107 4396 48491 4497
internal_value=1.32432e-06 7.80986e-05 0.00012993 5.64457e-05 0.00120829 -0.000361604 -0.000906641 0.000493813 -0.00128216 6.55768e-05 -0.000152332 0.00156137 0.0022651 0.00266388 0.00455208 0.00685654 0.000873147 0.00632017 0.00885128 0.00751356 5.34632e-05 0.000525879 0.00162442 0.000133382 0.00249868 1.31988e-06 -0.00032132 -0.00118514 -9.10401e-05 -0.00020432
internal_weight=1.32603e+06 403190 360674 337675 22999 42516 18681 3950 14731 23835 21208 18094 8899 7731 1898 1167 731 1147 611 564 337602 33559 8834 24725 5508 304043 71049 14954 56095 52988
internal_count=1326034 403190 360674 337675 22999 42516 18681 3950 14731 23835 21208 18094 8899 7731 1898 1167 731 1147 611 564 337602 33559 8834 24725 5508 304043 71049 14954 56095 52988
cat_boundaries=0 1
cat_threshold=48
is_linear=0
shrinkage=0.05


Tree=376
num_leaves=31
num_cat=1
split_feature=107 43 136 40 120 31 8 43 55 106 108 16 15 34 65 12 32 30 39 39 55 63 21 66 75 70 108 95 10 54
split_gain=1.23275 3.3172 10.3172 5.02042 4.81652 5.13447 4.88902 3.83126 3.41024 3.43745 3.40074 3.33583 3.33353 4.97443 3.27944 3.40354 6.68352 4.89318 4.43664 5.37506 5.14446 4.35912 3.86612 3.32214 4.20844 4.95608 4.00068 3.92537 3.92202 3.44503
threshold=-0.79144051671028126 8.0500001907348651 0 10.750000000000002 -0.81408452987670887 1015.2500000000001 9.5500001907348651 2.1499999761581425 0.034999999217689044 -0.80513879656791676 0.48934540152549749 12.50999975204468 1.4650000333786013 17.150000572204593 2.1750000715255742 0.87500000000000011 14.150000095367433 1017.4500122070314 18.44999980926514 16.150000572204593 0.47499999403953558 0.46355901658535009 6.1849999427795419 1.7150000333786013 0.66466191411018383 288.59814453125006 0.088537786155939116 -0.21164861321449277 5.0499999523162851 2.4050000905990605
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 7 -4 6 -6 8 11 -3 -10 -5 14 -8 -14 -1 16 17 -16 19 -17 22 -18 -21 -22 25 26 -25 28 -26 -28
right_child=-2 4 3 10 5 -7 12 -9 9 -11 -12 -13 13 -15 15 18 21 -19 -20 20 23 -23 -24 24 27 -27 29 -29 -30 -31
leaf_value=0.0010189170664433439 -3.0607414609302416e-05 0.018860154567201706 5.0790056077122085e-05 -0.0038174384622834626 0.00070241321316799187 -0.00066470061083796729 -0.0069994413396259683 -0.00012890977314664466 -0.0009955029642374864 0.0031752805192192357 0.020022587177272028 0.00080876664787540354 -0.0026490101811382023 0.018290224485099316 0.038982922357640101 0.0022982569205931233 0.0097793883152513042 0.0078580348428500726 -0.0056037147147342189 0.0060901348600568977 -0.010177663767770413 -0.008077305951621384 0.032965221878839657 0.014959699520664855 0.013433875316210712 0.033685997114314331 -0.0089664539950358307 -0.0028344114559541388 -0.001024589437519672 0.010162564795553828
leaf_weight=3718 922844 22 337602 21 14374 13152 555 4677 13350 513 52 9284 520 30 28 4266 108 23 156 23 31 50 32 132 120 23 43 156 77 52
leaf_count=3718 922844 22 337602 21 14374 13152 555 4677 13350 513 52 9284 520 30 28 4266 108 23 156 23 31 50 32 132 120 23 43 156 77 52
internal_value=1.25811e-06 7.41937e-05 0.000123434 5.36234e-05 -0.000343524 4.92024e-05 -0.00106468 0.00114788 -0.000809948 -0.000841163 0.0131645 0.00147443 -0.00426558 -0.00150687 0.00215821 0.00295443 0.00920845 0.0249462 0.00269869 0.00296008 0.00705778 0.00412854 0.0217265 0.00578525 0.0066059 0.0115694 0.00932853 0.00309066 0.0077826 0.00150417
internal_weight=1.32603e+06 403190 360674 337675 42516 27526 14990 22999 13885 13863 73 18322 1105 550 9038 5320 209 51 5111 4955 689 158 55 634 603 250 227 353 197 95
internal_count=1326034 403190 360674 337675 42516 27526 14990 22999 13885 13863 73 18322 1105 550 9038 5320 209 51 5111 4955 689 158 55 634 603 250 227 353 197 95
cat_boundaries=0 1
cat_threshold=48
is_linear=0
shrinkage=0.05


Tree=377
num_leaves=31
num_cat=1
split_feature=107 67 86 78 43 136 31 28 40 125 8 114 43 16 15 32 35 34 83 101 31 76 37 1 37 35 3 85 36 93
split_gain=1.11256 3.0059 5.64469 3.57707 3.28223 8.83585 4.91141 6.12413 4.54331 4.19593 4.1266 3.70958 3.60363 3.52722 3.44399 3.41576 3.16941 5.0127 3.74245 3.35732 3.1493 3.14379 3.10538 3.14233 4.58415 4.5232 4.22716 3.74768 4.37224 3.38148
threshold=-0.79144051671028126 0.39499999582767492 0.85339003801345836 0.79500001668930065 8.0500001907348651 0 1010.3500061035157 1008.5499877929689 10.750000000000002 0.68832838535308849 9.3499999046325701 0.62249094247818004 2.1499999761581425 12.50999975204468 1.4950000047683718 16.349999427795414 16.650000572204593 15.050000190734865 270.12756347656256 -0.94299885630607594 1013.1499938964845 12.855000019073488 19.150000572204593 128.50000000000003 13.150000095367433 13.250000000000002 138.50000000000003 0.82069271802902233 14.550000190734865 -0.088926088064908967
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 2 3 -1 5 12 7 15 -7 10 -8 -11 13 22 -12 21 17 -4 20 -18 -19 -6 23 24 -3 27 -27 28 -26 -28
right_child=-2 4 16 -5 6 8 9 -9 -10 11 14 -13 -14 -15 -16 -17 19 18 -20 -21 -22 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.0016073936850069773 -2.9077044112513724e-05 0.00090610202390744047 -0.00092912884469295511 0.0030657972738865344 0.0063347644719082587 3.1203662126640103e-05 -0.00071777463606999031 0.0026392550880684385 0.012506272592464196 0.00017664943707538432 -0.0058615592478275151 0.0085781621564655821 -0.00019543305918650673 0.00068353181811704701 -0.0013748774938427656 -0.0037050228878410998 0.014739232855262581 0.0011810793128350509 -0.00058212466315651814 -0.0031400814438180104 0.0066066667853068653 -0.0022794983194342074 -0.0022938093849813046 0.001736487620536537 0.023673336402318636 0.0094783915486418811 0.0042604099003503348 0.0051702303881065387 0.0016626538739850127 -0.0036637465720706906
leaf_weight=469 922844 766 2458 3227 206 330118 24906 2695 73 10828 726 133 4595 9156 1041 753 27 460 597 953 639 218 388 6455 91 301 607 101 30 173
leaf_count=469 922844 766 2458 3227 206 330118 24906 2695 73 10828 726 133 4595 9156 1041 753 27 460 597 953 639 218 388 6455 91 301 607 101 30 173
internal_value=1.1952e-06 7.0484e-05 0.000982848 0.0024728 5.00555e-05 9.95282e-05 -0.000370526 0.00132514 3.39607e-05 -0.000544985 -0.000883426 0.000278593 0.00105434 0.00137276 -0.0032183 -0.00168382 -8.97758e-05 0.000513633 0.00260462 -0.00264749 0.00433572 0.00190573 0.00208087 0.00228 0.00397567 0.00578019 0.00444518 0.0122808 0.0182161 0.00250287
internal_weight=1.32603e+06 403190 8830 3696 394360 352854 41506 3872 330191 37634 26673 10961 22663 18068 1767 1177 5134 4154 1696 980 1099 424 8912 8524 2069 1303 1081 222 121 780
internal_count=1326034 403190 8830 3696 394360 352854 41506 3872 330191 37634 26673 10961 22663 18068 1767 1177 5134 4154 1696 980 1099 424 8912 8524 2069 1303 1081 222 121 780
cat_boundaries=0 1
cat_threshold=48
is_linear=0
shrinkage=0.05


Tree=378
num_leaves=31
num_cat=0
split_feature=82 32 57 2 63 52 93 78 98 26 115 58 85 87 58 24 30 68 78 14 65 87 16 90 0 37 97 53 120 56
split_gain=1.08182 3.6391 3.94099 3.00935 4.6849 4.03638 4.63315 4.79737 4.97913 4.81698 4.33835 3.40622 3.31742 3.877 3.30024 3.86808 3.07937 4.1543 3.53063 3.34614 2.99564 2.95361 2.95278 2.81486 3.05594 3.75191 2.97509 4.87503 3.99726 2.72448
threshold=316.21452331542974 11.150000095367433 226.22800445556643 342.50000000000006 0.27468325197696691 3.0249999761581425 0.39009778201580053 22.175000190734867 -0.90602433681488026 336.50000000000006 -0.38266885280609125 111.06040954589845 0.87308397889137279 0.8887668550014497 310.06697082519537 335.50000000000006 1018.5499877929689 325.72602844238287 11.364999771118166 1.2549999952316286 30.214999198913578 0.80466520786285411 5.1300001144409189 0.11373248323798181 324.50000000000006 14.050000190734865 -0.9744470715522765 1.4550000429153445 -0.64942333102226246 314.45220947265631
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 11 5 6 7 8 9 -5 14 20 13 16 -9 -16 18 19 -10 -18 -3 -20 -13 -24 26 -26 27 28 -25 -6
right_child=1 3 -4 4 29 -7 -8 10 12 -11 -12 22 -14 -15 15 -17 17 -19 21 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=1.5193871894864291e-05 -0.0019014810847289795 -0.0014424300631418192 -0.00036203247878201494 0.0068241933914145736 -0.00024705873990329199 -0.0020724998051642371 0.0010454641923180435 0.012058182495897391 -0.0073479041989591518 0.028356282350917656 0.0045763220044462314 0.0027523011038998809 -0.0072976697713106956 0.021407177892548066 0.040059994934843135 0.010812075473368168 0.018354859184473753 0.027396504091270996 0.018032137034460903 -0.0011608087980165714 -0.0084490948996615196 0.00050617215004249302 -0.00013075006280207675 0.00035522846132516863 0.0010784785080997443 0.0074427200636127972 -0.00023989194024787825 0.0011386456188060099 0.025100871869561045 0.0020400612442473365
leaf_weight=1208890 5076 2379 22971 122 6093 356 879 152 126 33 162 941 94 27 26 20 30 23 30 82 163 121 72319 25 550 400 2059 182 47 1656
leaf_count=1208890 5076 2379 22971 122 6093 356 879 152 126 33 162 941 94 27 26 20 30 23 30 82 163 121 72319 25 550 400 2059 182 47 1656
internal_value=1.13544e-06 -0.000143943 -0.000640645 1.24143e-05 0.000828195 0.00281885 0.0037225 0.00596783 0.00352075 0.0114084 0.0106445 -9.10943e-05 0.00122695 0.00305227 0.0156093 0.0273435 0.0018494 0.00804133 -0.00116832 0.0040666 -0.00189172 0.00398815 -3.12799e-05 -6.59356e-05 0.00137057 0.00375816 0.000389934 0.00549549 0.0165086 0.00024171
internal_weight=1.32603e+06 117144 28047 89097 10032 2283 1927 1048 688 155 360 79065 533 439 198 46 412 135 277 112 2542 151 76523 75582 3263 950 2313 254 72 7749
internal_count=1326034 117144 28047 89097 10032 2283 1927 1048 688 155 360 79065 533 439 198 46 412 135 277 112 2542 151 76523 75582 3263 950 2313 254 72 7749
is_linear=0
shrinkage=0.05


Tree=379
num_leaves=31
num_cat=2
split_feature=29 93 118 27 38 90 37 71 136 38 110 85 91 100 6 127 9 22 124 19 95 28 36 20 61 107 43 136 120 31
split_gain=1.07617 2.7259 2.35742 2.07302 1.88855 3.12124 1.76354 3.24995 1.78363 1.89137 1.99132 2.20634 2.23348 2.57865 2.1331 2.03909 3.3443 2.53313 1.74213 2.14926 2.29253 1.73119 1.524 3.70212 1.84977 1.4292 2.72908 6.66826 4.62062 4.06749
threshold=1023.3500061035157 0.26258978247642523 0.64942333102226268 345.50000000000006 7.4500000476837167 -0.78357878327369679 18.050000190734867 273.71014404296881 0 12.650000095367433 0.10211826115846635 0.62693142890930187 0.022285831160843376 -0.62829348444938649 4.3500001430511483 -0.35019405186176294 3.2500000000000004 8.5850000381469744 0.53727915883064281 8.7100000381469744 0.60814392566680919 1025.9500122070315 9.0500001907348651 5.5150001049041757 0.34094557166099554 -0.7933237850666045 8.1500000953674334 1 -0.81408452987670887 1015.2500000000001
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 1 2 2
left_child=25 2 6 21 5 -3 8 -8 9 -2 -11 -12 13 -13 15 16 -15 -18 -17 -20 -21 -4 23 -10 -24 26 27 -1 -28 -30
right_child=1 4 3 -5 -6 -7 7 -9 22 10 11 12 -14 14 -16 18 17 -19 19 20 -22 -23 24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0010126230264772115 -0.00051994796122742002 0.019591990814754559 -0.0015519430618074564 0.010058318885664146 -2.2430473434892771e-05 -0.0053737749478646691 -0.0015049720142522585 0.019244237866951154 -0.0081908346619457006 -0.00022208233841029799 -0.0045389623342748358 0.018795338151260065 -0.0092510218757229888 0.0029911349000413842 0.00040266106323464767 0.00071939551531654633 0.026702786771286475 0.0062097223065793522 0.019796220424513407 0.0034778305283843488 0.021057411888614298 -0.0048849189961540302 -0.0035951305172614197 0.013944799720375873 -0.00091751734716564418 -2.1902741829956196e-05 -0.00099766692140555312 8.5141031749742799e-05 0.00067659567076487485 -0.00057271700461548403
leaf_weight=20660 8027 31 1255 33 72656 21 46 32 30 1722 109 26 37 76 513 311 38 25 26 255 20 565 705 51 7579 859660 14746 310505 14321 11953
leaf_count=20660 8027 31 1255 33 72656 21 46 32 30 1722 109 26 37 76 513 311 38 25 26 255 20 565 705 51 7579 859660 14746 310505 14321 11953
internal_value=1.07867e-06 -0.000161818 -0.000656686 -0.00236144 -1.56132e-05 0.00950966 -0.000495747 0.00700752 -0.000525683 -0.000112026 0.000924474 0.00229938 0.00286109 0.00320849 0.00288787 0.00458549 0.0100523 0.0185706 0.00334384 0.00605547 0.00475635 -0.00258663 -0.00107737 0.00574642 -0.00114539 1.3534e-05 9.53846e-05 0.000143036 -0.000289316 0.000108238
internal_weight=1.32603e+06 94189 21481 1853 72708 52 19628 78 19550 11185 3158 1436 1327 1290 1264 751 139 63 612 301 275 1820 8365 81 8284 1.23184e+06 372185 331165 41020 26274
internal_count=1326034 94189 21481 1853 72708 52 19628 78 19550 11185 3158 1436 1327 1290 1264 751 139 63 612 301 275 1820 8365 81 8284 1231845 372185 331165 41020 26274
cat_boundaries=0 1 2
cat_threshold=2740 48
is_linear=0
shrinkage=0.05


Tree=380
num_leaves=31
num_cat=0
split_feature=57 58 100 8 92 15 15 30 41 73 105 36 65 74 124 82 61 81 125 71 31 71 78 39 85 22 9 4 89 34
split_gain=1.34121 3.646 2.57046 2.23899 2.44928 2.06614 1.98569 1.83809 1.83479 1.8017 1.79382 2.18544 2.52341 2.09014 3.28476 2.714 2.4433 3.07383 2.61055 2.33094 3.53597 3.30951 2.88204 1.91893 2.3883 1.91339 1.99044 2.87246 2.07299 2.58139
threshold=321.91975402832037 186.53278350830081 0.44717310369014746 15.34999990463257 -0.69758498668670643 2.0749999284744267 0.88499999046325695 1015.3500061035157 15.650000095367433 0.89829814434051525 -0.17356511205434796 10.150000095367433 41.745000839233406 0.35803624987602239 0.98624804615974437 336.61231994628912 0.21917565912008288 268.57131958007818 0.72534674406051647 263.29957580566412 1014.1499938964845 235.06143951416018 19.064999580383304 11.050000190734865 0.88872504234313976 5.7650001049041757 14.84999990463257 7.8500001430511483 -0.3799570351839065 12.949999809265138
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 -2 8 5 -5 -4 -7 10 -8 13 -12 23 14 15 16 17 -3 -18 20 -20 -22 -21 24 -13 26 27 -15 -29 -30
right_child=1 3 6 4 -6 7 9 -9 -10 -11 11 12 -14 25 -16 -17 18 -19 19 22 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=3.4896128722247197e-06 -0.0049185190842522741 -0.003675028011202812 0.014045955258465949 0.00029333980887063913 0.0012372967431563972 0.0078547719019380485 -0.00098556917351589864 0.028798361271619801 -0.010191979742995365 -0.007386028505610185 -0.0055081620899135346 0.0081687393255552715 0.0043653207924968058 -0.0027634220076937833 0.017772193740321591 -0.011711032851599157 -0.0024946808456981452 0.020332119637168945 0.030653800245490859 -0.0035246631923041881 -0.0066986495772233387 0.01852918194893461 0.014557878887280823 -0.0034879609207514491 -0.0039874503829491299 6.8362086523039683e-06 -0.007049911057033266 -0.00091119516126733895 -0.0010821414801588012 0.0065873250738832214
leaf_weight=1304777 650 20 21 28 1444 22 1612 20 47 118 344 89 186 1323 35 34 199 40 20 83 26 26 30 582 74 12375 150 840 192 256
leaf_count=1304777 650 20 21 28 1444 22 1612 20 47 118 344 89 186 1323 35 34 199 40 20 83 26 26 30 582 74 12375 150 840 192 256
internal_value=-2.87339e-06 -0.000400379 -0.00223339 -0.000162291 0.00168008 0.0108141 -0.00123662 0.0178279 -0.000326651 -0.00142213 -0.000299254 -0.00210267 -0.000844358 -0.00015232 0.00298646 0.00190382 0.0029464 0.0123297 0.00148025 0.005756 0.0127871 0.00591527 0.00127601 -0.00214503 0.00264998 -0.000258702 -0.00144886 -0.00112709 0.000553711 0.00330041
internal_weight=1.32566e+06 20886 2401 18485 1514 70 1751 42 16971 1730 16924 1275 931 15649 513 478 444 60 384 185 72 52 113 745 163 15136 2761 2611 1288 448
internal_count=1325663 20886 2401 18485 1514 70 1751 42 16971 1730 16924 1275 931 15649 513 478 444 60 384 185 72 52 113 745 163 15136 2761 2611 1288 448
is_linear=0
shrinkage=0.05


Tree=381
num_leaves=31
num_cat=0
split_feature=57 94 104 62 29 87 53 21 95 62 103 14 66 66 127 123 20 89 5 98 37 35 115 66 62 63 53 85 94 42
split_gain=1.21045 3.42311 2.90932 2.20157 2.85298 2.2661 2.88262 2.08968 1.94556 1.99917 2.59015 2.57405 2.31792 3.42659 3.56756 2.26594 2.19795 2.04753 3.62122 2.00735 1.9485 1.94687 1.98794 1.87173 1.82558 1.90631 2.43208 2.30809 1.85307 1.81417
threshold=321.91975402832037 -0.99393731355667103 -0.97127419710159291 0.20285778492689135 1013.4500122070314 0.79851254820823681 0.46500000357627874 4.9849998950958261 0.03107340540736914 0.30788382887840277 0.77086856961250316 1.4950000047683718 8.1849999427795428 29.664999961853031 0.72534674406051647 -0.67556449770927418 6.3150000572204599 -0.41218191385269159 7.0499999523162851 -0.56048354506492604 13.050000190734865 7.5499999523162851 0.061046212911605842 2.5749999284744267 0.31001119315624243 0.35697256028652197 0.14500000327825549 0.83024910092353832 -0.97551944851875294 14.750000000000002
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 -2 29 4 -4 6 -6 -7 9 21 24 -12 15 14 20 -13 17 18 -17 -16 -14 -5 -23 -8 -11 27 -27 -26 -28 -3
right_child=1 2 3 8 5 7 23 -9 -10 10 11 12 13 -15 19 16 -18 -19 -20 -21 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=3.3151320618615155e-06 -0.0058129066764214246 -0.0023214329942058912 -0.0057830944100103962 0.011653368600127579 0.020036189856294257 -0.012528136415883554 -0.0010563061263621132 -0.001093274202985864 -0.00031216368208532774 0.013582062249971105 0.019939600242751428 0.015000654757022858 0.014418016509152948 -0.0015740802761650197 0.011346057043530372 0.02551900360733271 -0.01282457200910098 -0.0045758445178055102 -0.0016022265685023741 0.029196179590912332 -0.0067132432091360286 -0.0010538155681029764 0.013166710007935761 0.014139248713850975 -0.0038995582361124881 0.015204188157804312 0.013318734038621188 0.00097309412142129845 0.0016268627335340215 -0.011195814360665982
leaf_weight=1304777 286 1030 387 32 26 43 107 564 14147 29 29 23 20 54 28 20 35 63 32 36 24 1449 25 25 344 36 35 828 1068 61
leaf_count=1304777 286 1030 387 32 26 43 107 564 14147 29 29 23 20 54 28 20 35 63 32 36 24 1449 25 25 344 36 35 828 1068 61
internal_value=-2.72972e-06 -0.00038036 -0.000304937 -0.000164421 -0.0022847 -0.000514927 0.00481897 -0.00190332 -3.13616e-05 0.000912227 0.00172536 0.00564898 0.00441188 0.00870984 0.0138518 0.0003872 -0.00185353 0.00148548 0.00882902 0.0213868 0.00289187 -0.000547744 -0.000812626 0.00182164 0.00111502 0.000958576 0.00241527 -0.000457104 0.00199786 -0.00281762
internal_weight=1.32566e+06 20886 20600 19509 1152 765 158 607 18357 4210 2704 364 335 162 108 173 150 115 52 64 44 1506 1474 132 2340 2311 1139 1172 1103 1091
internal_count=1325663 20886 20600 19509 1152 765 158 607 18357 4210 2704 364 335 162 108 173 150 115 52 64 44 1506 1474 132 2340 2311 1139 1172 1103 1091
is_linear=0
shrinkage=0.05


Tree=382
num_leaves=31
num_cat=0
split_feature=57 94 104 62 31 4 56 92 16 75 92 90 75 18 106 89 86 85 31 23 20 56 110 25 38 107 89 73 118 124
split_gain=1.09243 3.08936 2.62566 1.98692 2.82988 1.98416 3.27113 1.88486 2.69894 2.3691 2.46076 2.26289 2.34565 2.25451 2.24175 2.76218 3.672 3.20328 2.8353 2.33471 2.6548 2.20823 2.07392 3.16576 2.05516 2.04307 2.03131 2.48163 2.93895 2.18066
threshold=321.91975402832037 -0.99393731355667103 -0.97127419710159291 0.20285778492689135 1013.3500061035157 0.65000000596046459 264.69424438476568 -0.51505056023597706 6.9049999713897714 0.35743416845798498 -0.71703550219535817 -0.40091605484485621 0.63139528036117565 7.4149999618530282 -0.84437227249145497 -0.58450794219970692 0.88273105025291454 0.86158999800682079 1012.3500061035157 5.7650001049041757 5.6549999713897714 169.29924774169925 0.60314482450485241 311.50000000000006 11.34999990463257 -0.42419706284999842 -0.12667442113161084 0.44413483142852789 -0.07845610752701758 0.99901017546653759
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 -4 6 -6 8 11 10 25 12 13 -5 15 -11 17 18 -17 20 21 -16 23 -21 -22 -10 -9 -28 -29 -30
right_child=1 2 3 7 5 -7 -8 26 9 14 -12 -13 -14 -15 19 16 -18 -19 -20 22 24 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=3.1493754369095551e-06 -0.0055222613119904505 -0.0026767366216714724 -0.0061235762299754878 -0.00040382786587412869 0.017860741287727754 -0.0013381966345696605 -0.0044944855726013581 -0.00033922332132347454 -0.00032533091898899176 -0.0071207739631919302 0.022134417097549888 -0.0079966731599439705 -0.007820931869235808 0.011391977176658418 0.01463059432072831 0.023773804736825138 0.028076741525105073 -0.010265574308757026 0.0058143313612188802 -0.0081907991222882025 0.002574790730362847 -0.00070682532635742232 0.0032543566518114554 0.0097611417866904637 -0.010171604243441835 0.015928582872810036 -0.0047561959819990753 0.021596923071358885 0.001825316181357505 0.011690321541773003
leaf_weight=1304777 286 1091 325 140 36 761 30 15488 58 34 28 121 67 57 28 26 21 26 142 96 42 145 766 33 128 29 114 21 686 61
leaf_count=1304777 286 1091 325 140 36 761 30 15488 58 34 28 121 67 57 28 26 21 26 142 96 42 145 766 33 128 29 114 21 686 61
internal_value=-2.59323e-06 -0.000361342 -0.00028969 -0.0001562 -0.00217047 -0.000616947 0.00769927 -2.97935e-05 0.00142444 0.00232781 0.00924194 -0.00233453 0.000260623 0.00300917 0.0017931 0.0061219 0.0082161 0.00606623 0.00859377 0.00092244 -0.00258501 0.00177553 0.00226663 -0.00359844 -0.00702249 0.00509264 -0.000206309 0.00212767 0.00314949 0.00263089
internal_weight=1.32566e+06 20886 20600 19509 1152 827 66 18357 1987 1602 115 385 264 197 1487 249 215 194 168 1238 343 173 895 129 170 87 16370 882 768 747
internal_count=1325663 20886 20600 19509 1152 827 66 18357 1987 1602 115 385 264 197 1487 249 215 194 168 1238 343 173 895 129 170 87 16370 882 768 747
is_linear=0
shrinkage=0.05


Tree=383
num_leaves=31
num_cat=0
split_feature=81 8 34 29 35 87 94 3 113 15 0 29 69 84 94 84 0 88 20 75 63 80 64 65 6 65 65 72 87 62
split_gain=1.06475 2.5087 2.58182 2.80461 3.3 2.97552 3.71861 3.11443 2.34478 2.16587 3.43538 2.0872 3.41156 3.03035 2.15213 2.77077 2.01712 1.96381 1.89663 1.85333 1.90888 2.51263 2.23373 2.94535 1.84934 1.79329 1.78852 2.29832 2.58843 1.71054
threshold=345.99299621582037 11.550000190734865 9.6500000953674334 1013.0499877929689 15.449999809265138 0.8758910894393922 0.80567839741706859 56.500000000000007 -0.16504132002592084 1.2549999952316286 340.50000000000006 1014.0499877929689 318.16641235351568 0.87201362848281871 0.97080013155937206 0.85425421595573436 354.50000000000006 -0.69922354817390431 4.3250000476837167 0.33255952596664434 0.31732837855815893 319.25721740722662 3.1750000715255742 1.2450000047683718 15.650000095367433 4.0450000762939462 7.1349999904632577 0.71690639853477489 0.83781147003173839 0.44925250113010412
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 18 25 4 5 7 8 -4 -7 10 -5 12 -11 -14 15 16 26 -15 -2 -17 -21 -22 23 -23 29 -3 -13 28 -28 -9
right_child=1 2 3 9 -6 6 -8 24 -10 11 -12 14 13 17 -16 19 -18 -19 -20 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.5030620176647243e-07 0.012574535080542168 -0.018999217264354232 0.0063566918880678712 -0.00020468475780001394 0.014128993462835408 0.00021837872291843478 -0.0053928122354784253 -0.012556644026039135 0.019923474018772445 0.026169101080052895 0.025017968008587896 -0.0037523330334329704 -0.0060523005361418905 0.023906869206222751 0.0058691864524205986 0.010305371088907124 0.019049489336169286 0.0050249885383527731 -0.0015265918820073126 -0.0062246370553860775 0.015576797615115844 -0.0072713614988606434 -0.0027040289978759115 0.016659933035003228 0.001882060622686849 -0.0031134677391921016 0.020590649030054919 0.00022225255489575905 0.0014545046351850032 0.0026101981067941302
leaf_weight=1320081 24 20 40 27 29 26 66 162 36 22 27 61 41 21 220 32 23 40 3714 187 24 20 323 36 34 159 43 74 30 21
leaf_count=1320081 24 20 40 27 29 26 66 162 36 22 27 61 41 21 220 32 23 40 3714 187 24 20 323 36 34 159 43 74 30 21
internal_value=-2.46357e-06 -0.000691563 0.000817608 0.00143105 -0.00213615 -0.00336132 0.00286717 -0.00646344 0.01166 0.00261156 0.0124066 0.00216968 0.00831145 0.0044598 0.00145991 0.000322699 0.00499881 0.0115253 -0.00143605 -0.00141393 -0.00204955 -0.000112228 -0.00110573 0.00811304 -0.0088266 -0.00488841 0.00344513 0.00643183 0.0127265 -0.0108162
internal_weight=1.32566e+06 5582 1844 1665 414 385 128 257 62 1251 54 1197 124 102 1073 853 231 61 3738 622 590 403 379 56 217 179 208 147 73 183
internal_count=1325663 5582 1844 1665 414 385 128 257 62 1251 54 1197 124 102 1073 853 231 61 3738 622 590 403 379 56 217 179 208 147 73 183
is_linear=0
shrinkage=0.05


Tree=384
num_leaves=31
num_cat=0
split_feature=57 94 104 116 62 31 4 55 32 39 112 67 79 79 52 10 8 6 97 56 7 26 99 67 105 90 106 38 64 115
split_gain=0.97006 2.79002 2.37577 1.85709 1.8978 2.65884 1.8139 3.03341 1.8129 2.67305 1.8241 1.75942 1.96833 2.63414 3.30224 2.37974 1.65183 2.03524 1.81602 3.08766 2.66354 2.13781 1.92806 1.78959 1.73494 1.7593 1.68562 2.97304 2.64841 2.2534
threshold=321.91975402832037 -0.99393731355667103 -0.97127419710159291 -0.99353402853012074 0.20285778492689135 1013.3500061035157 0.65000000596046459 0.51499998569488536 16.750000000000004 18.44999980926514 -0.97625884413719166 42.545000076293952 6.6349999904632577 5.7249999046325692 0.38499999046325689 11.250000000000002 15.34999990463257 12.449999809265138 -0.62768340110778797 279.40560913085943 12.84999990463257 335.50000000000006 -0.93538746237754811 4.5850000381469735 1.0000000180025095e-35 -0.99415293335914601 -0.17144007980823514 10.250000000000002 67.99499893188478 -0.07845610752701758
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 -4 5 -5 7 -7 9 -3 -11 12 13 14 15 -8 26 18 20 21 22 23 -18 -20 25 -19 29 -28 -29 -6
right_child=1 2 3 4 16 6 11 -9 -10 10 -12 -13 -14 -15 -16 -17 17 24 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=3.0710407996042358e-06 -0.0052449199924623213 -0.002180143916039174 0.010357187466607208 -0.0059862448180803664 -0.00011520429003189545 0.020199503293864569 0.00076528825582220005 -0.0016023297522527475 -0.0068983201235081355 0.00036676592077128589 0.021721512321382763 0.0087470602831894121 -0.0032526360915100874 0.020082113668322563 -0.0055065143637631729 0.023109090006486935 0.0072805505026028398 0.010325048346626196 0.033593653302107541 0.0036297178499850127 0.015974564472984138 0.0052802167453423693 -0.0020713408592719328 0.012695177034474909 0.0085418983731932688 -0.00079531559486917074 -0.0055991137865789428 -0.0010600760680820134 0.010069448311339345 0.0051621521760304261
leaf_weight=1304777 286 855 42 323 15224 27 26 39 196 20 20 41 566 20 82 22 72 37 21 173 29 27 235 20 58 918 386 859 57 205
leaf_count=1304777 286 855 42 323 15224 27 26 39 196 20 20 41 566 20 82 22 72 37 21 173 29 27 235 20 58 918 386 859 57 205
internal_value=-2.34039e-06 -0.0003404 -0.000272308 -0.000145329 -0.000167988 -0.0021419 -0.000633124 0.0073166 -0.00254292 -0.00158911 0.0110441 -0.00132623 -0.00190305 0.00318937 0.000590487 0.0110062 -4.45173e-05 0.00149555 0.00386581 0.00717791 0.00149017 0.0162049 0.000121937 0.0233993 0.000145466 -0.000364474 -0.000190875 -0.00191851 -0.000367518 -4.50858e-05
internal_weight=1.32566e+06 20886 20600 19509 19467 1146 823 66 1091 895 40 757 716 150 130 48 18321 1590 577 241 336 68 307 41 1013 955 16731 1302 916 15429
internal_count=1325663 20886 20600 19509 19467 1146 823 66 1091 895 40 757 716 150 130 48 18321 1590 577 241 336 68 307 41 1013 955 16731 1302 916 15429
is_linear=0
shrinkage=0.05


Tree=385
num_leaves=31
num_cat=1
split_feature=17 66 33 3 89 54 117 55 99 96 60 67 103 22 56 136 95 89 94 30 89 85 93 62 109 113 97 103 76 54
split_gain=1.25726 4.4026 3.67003 3.17188 2.62341 2.90365 3.28486 2.75769 3.01026 2.33186 2.78717 2.5372 2.24929 2.60637 2.20698 4.01606 3.61993 2.74436 3.99562 2.80291 2.36211 2.31627 2.15108 4.05329 5.67067 3.90672 3.643 3.68647 3.59066 3.30788
threshold=7.4149999618530282 1.7549999952316286 18.150000572204593 14.500000000000002 -0.63610726594924916 0.064999999478459372 -0.16504132002592084 1.4550000429153445 -0.50165089964866627 -0.9947950243949889 0.44250981509685522 2.8850001096725468 0.52665123343467724 5.4449999332427987 238.3847579956055 0 0.94641205668449413 0.096310198307037367 -0.61353254318237294 1022.2500000000001 -0.3266435414552688 0.9004926085472108 -0.069747749716043458 0.29302285611629492 0.38730521500110632 0.44618082046508795 -0.98813968896865834 0.16055428981781009 1.3149999976158144 0.10500000044703485
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 -1 4 -4 5 6 -3 -6 14 10 11 -8 -11 -14 15 16 -9 19 -19 21 -21 -17 23 24 26 29 27 -2 -27 -25
right_child=22 2 3 -5 7 -7 9 8 -10 12 -12 -13 13 -15 -16 17 -18 18 -20 20 -22 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=1.0612636918598642e-05 0.0023676899186070629 0.022819299386306245 0.0066168954149140305 -0.0040848661010940909 -0.0020127548597726436 -0.00025943497615222325 0.0062407435849308971 -0.0047497990053626676 0.0022869197850676733 -0.0014816423001078269 -0.003548406884074211 0.03084701816128059 0.01932188314967789 0.001652109812324246 0.00034387877546714204 -0.0020412713311511927 0.0157571366564794 0.0048655224824311347 -0.0034306482794894799 0.022805589471351018 -0.00063847801869823832 0.0017607597975606603 -1.5523567324924693e-05 0.0023459645874623265 0.0010801836872884668 -0.002793517191364862 -0.00076879193537150985 -0.001476759141286298 0.0029044174848701617 3.5236150498398716e-05
leaf_weight=129029 2134 22 74 1076 4929 20686 20 986 856 225 20 22 32 60 2582 2781 22 451 214 22 21 468 884893 1559 24082 321 8826 881 1994 236448
leaf_count=129029 2134 22 74 1076 4929 20686 20 986 856 225 20 22 32 60 2582 2781 22 451 214 22 21 468 884893 1559 24082 321 8826 881 1994 236448
internal_value=4.16783e-06 -0.000125158 -0.000617673 -0.00339623 -0.000524837 -0.000177745 0.00403632 -0.00107383 -0.000523073 0.00294601 0.0118142 0.0191297 0.00121154 0.00779812 -0.000841789 -0.00145838 -0.00425997 -0.000732098 0.00219578 -0.00132577 0.0113562 -0.00149361 2.25004e-05 0.000144302 0.000639681 7.02539e-05 -0.000256206 0.00124432 0.00211434 5.03719e-05
internal_weight=1.32574e+06 164598 35569 1150 34419 21087 401 13332 8403 379 62 42 317 92 7547 4965 1008 3957 665 3292 43 3249 1.16114e+06 276245 35923 240322 11841 3015 2315 238007
internal_count=1325736 164598 35569 1150 34419 21087 401 13332 8403 379 62 42 317 92 7547 4965 1008 3957 665 3292 43 3249 1161138 276245 35923 240322 11841 3015 2315 238007
cat_boundaries=0 1
cat_threshold=4352
is_linear=0
shrinkage=0.05


Tree=386
num_leaves=31
num_cat=0
split_feature=18 64 54 59 57 54 35 76 123 104 84 67 70 52 85 13 92 63 69 92 56 67 11 88 124 11 66 87 107 83
split_gain=1.18702 3.62622 3.64632 2.68439 3.71538 2.5134 3.10118 2.95306 3.60005 2.42685 2.25177 2.45771 2.10517 2.17372 2.0949 2.12795 2.4061 2.06255 2.98854 2.99828 2.14439 2.06219 1.96164 2.16894 1.95405 2.55483 1.93629 2.0847 1.92568 1.92239
threshold=6.9049999713897714 1.6449999809265139 5.805000066757203 223.03213500976565 218.10567474365237 1.3650000095367434 9.4499998092651385 32.125000000000007 0.59480014443397533 -0.7183556556701659 0.90230649709701549 1.4750000238418581 320.81379699707037 2.3649998903274541 0.84160473942756664 0.94499999284744274 -0.26110549271106714 0.52777206897735607 234.88715362548831 -0.49011281132698054 166.81924438476565 0.45499999821186071 2.8500000238418584 -0.99899747967720021 0.59480014443397533 17.44999980926514 9.305000305175783 0.68609148263931286 -0.99962347745895375 304.63339233398443
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 4 5 6 9 12 -9 -3 -8 -12 22 -14 15 16 -5 -1 -19 20 -20 -17 -7 -24 -23 26 27 -26 -29 -28
right_child=-2 3 -4 14 -6 7 10 8 -10 -11 11 -13 13 -15 -16 21 -18 18 19 -21 -22 24 23 -25 25 -27 29 28 -30 -31
leaf_value=9.1930078699868192e-06 1.8831197758388085e-05 -0.0051232798025012023 0.0040410682882997418 0.00081925395171384557 -0.00037783538601561501 -0.0053658872398293835 -0.0054057320263974232 -0.0098445507718689651 0.01078472985342766 0.013319259297780016 -0.0078717971677807249 0.0050345356580302385 0.020114575014237995 0.0019316458694923382 -0.00065157667214160329 0.012261557161203914 0.019703498692439508 -0.0051480454077680593 0.014568923509796151 -0.0019564765747449933 0.0013441442345948009 -0.0006375489759856554 0.015103754955565646 -0.0010416844783061748 0.013861923944205046 0.01513845947406748 -0.00030795792086080285 0.011694349441677333 0.00031053553452520765 0.010319778399734952
leaf_weight=91704 1206524 30 553 37 4374 275 1223 178 24 44 55 112 22 65 11451 37 31 443 32 1494 728 2141 21 2197 30 34 69 38 1659 111
leaf_count=91704 1206524 30 553 37 4374 275 1223 178 24 44 55 112 22 65 11451 37 31 443 32 1494 728 2141 21 2197 30 34 69 38 1659 111
internal_value=3.95943e-06 -0.000146555 -7.17264e-06 -0.000692145 -0.00140058 -0.00245416 -0.00413111 -0.00157169 -0.00739355 0.00584255 -0.00466208 0.000783947 -0.00111587 0.00652963 -0.000301639 0.000655405 0.00942825 -3.08872e-05 -0.0013937 -0.000655827 0.00190098 0.000510576 -0.00138268 -0.00088882 0.000404062 0.001553 0.00131079 0.000796422 0.000565447 0.00624581
internal_weight=1.32574e+06 119212 94954 24258 8620 4246 1464 2782 202 74 1390 167 2580 87 15638 4187 68 94401 2697 2254 760 4119 2493 2218 4082 1941 1907 1727 1697 180
internal_count=1325736 119212 94954 24258 8620 4246 1464 2782 202 74 1390 167 2580 87 15638 4187 68 94401 2697 2254 760 4119 2493 2218 4082 1941 1907 1727 1697 180
is_linear=0
shrinkage=0.05


Tree=387
num_leaves=31
num_cat=0
split_feature=69 107 77 38 36 5 9 43 3 121 23 38 84 85 24 96 86 122 62 40 83 84 53 91 121 32 32 58 76 95
split_gain=1.14811 2.32971 2.90715 2.83601 4.99426 4.58894 3.08339 2.89445 2.79397 3.61886 3.45903 2.78333 2.66045 2.77232 2.61777 2.59897 2.70804 2.55606 2.34111 3.38217 2.76664 3.11965 2.44652 3.08263 2.84956 2.7347 2.23449 2.55646 2.21637 3.05144
threshold=321.47706604003912 -0.54853582382202137 3.1650000810623173 10.250000000000002 11.050000190734865 0.65000000596046459 12.050000190734865 12.250000000000002 348.50000000000006 -0.87878364324569691 5.3450000286102304 10.650000095367433 0.84586480259895336 0.88022169470787059 338.50000000000006 -0.73758220672607411 0.89940014481544506 -0.095842104405164705 0.36535672843456274 11.84999990463257 331.24639892578131 0.84461030364036571 1.5249999761581423 -0.98503693938255299 -0.095842104405164705 15.550000190734865 8.1500000953674334 266.35647583007818 3.6450001001358037 -0.98739075660705555
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 8 5 -5 7 11 9 -3 -10 17 13 -7 -8 16 -14 -6 19 -13 -21 -22 23 24 -20 -25 -17 -28 29 -4
right_child=1 3 28 4 6 12 14 -9 10 -11 -12 18 15 -15 -16 26 -18 -19 22 20 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-3.5404543233175902e-06 -0.0035701507779387093 0.018965359206270915 -0.009575491114633114 0.02549384931723277 0.00093076033972022015 -0.0016067074663968315 0.0001575929477316621 -0.0083339172833634973 0.011850659887616834 -0.0010107327899015173 -0.0055623696952519265 -0.0020707733052402213 0.0065439932461407394 0.015409248039126397 0.0036498872646124666 0.013690993172878569 0.027702907379716635 0.020136557134489221 0.0012175267739664942 -0.0079573545726421089 0.023739547343575397 0.0033180763189577401 -0.00061920954554278501 0.0010351868224866888 0.02577524054105635 0.016066635187598877 0.0046366947074649644 0.00054000728700522613 0.00067109305842982076 0.0045116494507540187
leaf_weight=1293872 392 23 41 21 41 563 2267 130 30 1590 578 3380 62 25 703 44 20 30 21 23 32 45 2545 556 27 32 658 904 16465 616
leaf_count=1293872 392 23 41 21 41 563 2267 130 30 1590 578 3380 62 25 703 44 20 30 21 23 32 45 2545 556 27 32 658 904 16465 616
internal_value=3.76146e-06 0.000300264 0.000687258 -0.000172058 0.00012873 0.00222783 -0.000361672 -0.0009442 -0.00181467 -0.000725891 -0.00470317 -0.000801499 0.00201316 -0.00088324 0.00098422 0.0030221 0.0117047 0.00904589 -0.000906462 -0.00180266 0.0072596 0.0118049 7.39728e-05 0.00284779 0.0150312 0.00185322 0.00257878 0.00226576 0.000784729 0.00363254
internal_weight=1.32574e+06 31864 17514 14350 12129 2297 9832 6862 2221 1613 608 6732 2276 588 2970 1688 82 71 6661 3480 100 77 3181 636 48 588 1606 1562 17122 657
internal_count=1325736 31864 17514 14350 12129 2297 9832 6862 2221 1613 608 6732 2276 588 2970 1688 82 71 6661 3480 100 77 3181 636 48 588 1606 1562 17122 657
is_linear=0
shrinkage=0.05


Tree=388
num_leaves=31
num_cat=0
split_feature=122 84 64 95 52 127 3 21 24 15 67 118 22 75 38 82 105 80 19 5 78 6 68 28 80 60 63 127 93 4
split_gain=1.08408 2.38093 2.6775 1.78942 1.72837 2.04882 2.97379 3.56679 2.42552 1.81332 3.14985 1.74728 1.87353 1.66719 1.55602 2.9153 1.84162 1.71218 1.66896 2.29318 1.60784 1.54782 1.51963 1.50917 1.42902 1.44048 1.40984 1.39395 1.37719 4.24887
threshold=0.97233289480209362 0.80899766087532055 1.3550000190734866 -0.56253188848495472 0.42499999701976782 -0.39873388409614557 177.50000000000003 6.7049999237060556 266.50000000000006 1.044999957084656 1.9750000238418581 -0.96811076998710621 6.0250000953674325 0.27931985259056097 17.150000572204593 268.51844787597662 -0.99631014466285694 260.31654357910162 6.9049999713897714 3.2500000000000004 1.985000014305115 1.6500000357627871 187.61125946044925 1014.1499938964845 316.02783203125006 0.30329014360904699 0.53904587030410778 0.35019405186176306 -0.088926088064908967 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=28 3 22 13 5 6 23 8 -8 10 -7 12 -6 -2 16 -16 -15 -17 19 -18 -19 -13 -3 -4 -5 -26 -14 -22 29 -1
right_child=1 2 4 24 11 9 7 -9 -10 -11 -12 21 26 14 15 17 18 20 -20 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00013408364164184378 -0.011789874589213959 -0.011885308838576417 -0.010698257459570534 5.3897338508626399e-05 0.019108195481821896 0.022735582895222164 0.034737533466382461 -0.0017322064345617863 0.011753050144761801 -0.0030777055978903484 -0.0025125965685583655 0.00029694598233699881 -0.0038924284137623467 -0.0073503462648903646 -0.0016446280123916671 0.018177221471379543 0.014917466328479352 -0.0066178507786244156 -0.0018695010551606974 -0.0049096939004957679 0.003377852742560208 -0.0017174830533642248 -0.0032744714178692663 0.0076194167221811694 -0.01000962991724318 -0.0014956068439539207 0.0087780326760063584 0.017427578675918855 -1.7634311166871547e-05 -0.0010130618577508688
leaf_weight=301461 39 55 23 30918 20 21 22 22 24 145 30 1338 46 149 260 29 35 25 1326 25 55 3319 749 22 53 793 42 26 976370 8294
leaf_count=301461 39 55 23 30918 20 21 22 22 24 145 30 1338 46 149 260 29 35 25 1326 25 55 3319 749 22 53 793 42 26 976370 8294
internal_value=3.57339e-06 -0.000254063 -0.0011827 -9.22461e-05 -0.000757916 0.00286589 0.00822794 0.0148263 0.0227456 -0.0002255 0.00788371 -0.000992911 0.00529435 -0.0015549 -0.00134808 0.0014506 -0.00206827 0.00741179 -0.00150043 0.00665615 0.00446653 -0.00113872 -0.00386352 -0.00174295 -1.57816e-06 -0.00202899 0.00215484 0.00788764 1.15082e-05 0.000103368
internal_weight=1.32574e+06 39611 5878 33733 5074 309 113 68 46 196 51 4765 108 1969 1930 395 1535 135 1386 60 106 4657 804 45 31764 846 88 81 1.28612e+06 309755
internal_count=1325736 39611 5878 33733 5074 309 113 68 46 196 51 4765 108 1969 1930 395 1535 135 1386 60 106 4657 804 45 31764 846 88 81 1286125 309755
is_linear=0
shrinkage=0.05


Tree=389
num_leaves=31
num_cat=0
split_feature=112 69 66 117 29 104 116 135 27 41 43 40 95 13 8 116 41 12 29 60 37 112 74 86 105 65 107 109 73 38
split_gain=1.07257 3.18248 2.83404 3.49346 3.35589 3.87953 3.3189 2.77866 2.92291 2.76261 2.74494 3.75399 2.66087 4.377 3.86724 3.44605 3.49162 3.72954 3.29835 2.80767 2.88926 2.86854 3.40741 2.51676 2.49754 2.48102 2.99631 3.06085 3.02448 2.77784
threshold=-0.47714059054851526 294.05633544921881 1.6749999523162844 -0.9099266231060027 1016.5499877929689 -0.44280506670475001 -0.3172925859689712 1018.0499877929689 303.50000000000006 10.949999809265138 14.750000000000002 14.250000000000002 0.71749222278594982 1.0950000286102297 8.2500000000000018 0.90992662310600292 10.550000190734865 1.7150000333786013 1016.8500061035157 0.31268417835235601 12.449999809265138 -0.38266885280609125 0.57404181361198436 0.88656905293464672 -0.53262481093406666 4.3250000476837167 -0.81434237957000721 0.86141633987426769 0.66230976581573497 10.150000095367433
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 -3 6 -6 -5 10 24 23 11 25 14 -14 19 -16 17 -17 -15 20 -7 -21 -23 -8 -9 -4 27 -27 -29 -28
right_child=1 2 7 4 5 12 9 8 -10 -11 -12 -13 13 18 15 16 -18 -19 -20 21 -22 22 -24 -25 -26 26 29 28 -30 -31
leaf_value=-1.3211348022238326e-05 2.4310387868061958e-05 0.0060569970982878646 -0.00048305959173805231 0.0042679908180817674 0.0001893257097423249 -0.0085457274899817994 0.0007932599651269027 0.0078527534161694345 0.0012674961625137103 -0.0084498822701419094 0.018422758486121894 -0.015161872521424905 0.022509696080603384 0.015410363541117737 -4.4912959058438581e-05 0.01935349736647848 0.029733257133297494 0.0066269980546674826 -0.0028051987795024371 0.021356746902068457 0.0062621757404745697 -0.0028952316107118833 0.015643812801378467 -0.0037084329642163832 0.027475115680135789 0.0016873682997731938 -0.0016114962624141475 -0.0024007734336444868 0.012594681451981888 0.00062208426196057841
leaf_weight=1166671 132172 437 6248 380 657 80 1207 50 106 113 21 39 22 28 62 89 28 163 221 30 56 68 39 418 24 3067 1584 46 125 11485
leaf_count=1166671 132172 437 6248 380 657 80 1207 50 106 113 21 39 22 28 62 89 28 163 221 30 56 68 39 418 24 3067 1584 46 125 11485
internal_value=3.39472e-06 0.000125193 0.000621003 0.00183157 0.00132719 0.00310078 3.5099e-05 0.000403373 0.00659108 -0.000890389 0.000354123 0.000337329 0.00525973 0.00113194 0.00707865 0.0106211 0.0129828 0.0111217 -0.000756862 0.00264088 -0.00244836 0.00769296 0.00386199 -0.000364714 0.0142168 0.000364129 0.000688728 0.00205036 0.00856082 0.000351368
internal_weight=1.32574e+06 159065 26893 4098 3661 1543 2118 22795 180 1738 22615 22594 886 271 615 342 280 252 249 273 136 137 107 1625 74 22555 16307 3238 171 13069
internal_count=1325736 159065 26893 4098 3661 1543 2118 22795 180 1738 22615 22594 886 271 615 342 280 252 249 273 136 137 107 1625 74 22555 16307 3238 171 13069
is_linear=0
shrinkage=0.05


Tree=390
num_leaves=31
num_cat=0
split_feature=92 8 23 54 16 67 127 36 12 101 7 34 86 132 116 43 26 60 109 34 88 22 92 6 26 98 29 52 91 73
split_gain=1.10522 3.96874 3.72693 3.92146 5.5268 5.17926 4.63845 4.42224 4.30592 4.27607 4.70781 4.65945 4.12532 3.9465 3.73687 3.66118 3.53439 3.37701 3.36174 6.09911 3.33464 3.44695 4.02369 3.59084 4.1852 3.53763 3.43468 3.22093 3.17683 3.07928
threshold=-0.71703550219535817 13.250000000000002 9.4949998855590838 5.3150000572204599 9.5450000762939471 2.6250000000000004 0.90255093574523937 22.050000190734867 0.72500002384185802 0.36969628930091863 0.65000000596046459 11.550000190734865 0.65655076503753673 1017.6499938964845 -0.8703225553035735 16.250000000000004 330.50000000000006 0.30329014360904699 -0.93930774927139271 13.650000095367433 1.0000000180025095e-35 6.805000066757203 -0.33370478451251978 7.2500000000000009 328.50000000000006 -0.8411925435066222 1029.350036621094 1.935000002384186 0.097749587148427977 0.40911729633808142
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 7 13 -1 11 -11 -6 -5 15 -13 -7 -15 -16 19 -10 -2 22 23 -22 -25 -26 28 -4 29 -24
right_child=20 -3 27 4 9 6 -8 -9 18 10 -12 14 -14 16 17 -17 -18 -19 -20 -21 21 -23 26 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0010467587292442206 2.2104811270224102e-05 -0.0014166964557512118 0.014473451172997212 0.011486478873009149 -0.0030159595031208366 -0.00029524373916959461 -0.0017126370902247681 0.0064579560992722752 0.0090231946200679102 -0.0017911336065183825 0.0011765246299152033 0.00040665212803762387 0.001459420353427476 -0.0046407786827289367 -0.0059925685170515094 -0.0052187370949449315 0.016175364525545213 -0.0008310656490574499 0.0002719868554274312 -0.0022529931178974826 -0.00015057298360550506 -0.002779445728339729 -0.0030346048145554376 0.0022752852728513094 0.026794818552055705 0.0076604181010606551 0.017402427656576038 -0.0022967367746849344 -0.0039114975406170415 -0.00010087150439443436
leaf_weight=6574 1141689 5719 29 104 1531 59401 6896 238 293 1521 11010 11340 7497 704 334 380 21 6189 51398 203 1479 1930 1129 693 30 124 25 2254 904 4305
leaf_count=6574 1141689 5719 29 104 1531 59401 6896 238 293 1521 11010 11340 7497 704 334 380 21 6189 51398 203 1479 1930 1129 693 30 124 25 2254 904 4305
internal_value=-3.81848e-06 -0.000121416 -7.73004e-05 -4.96452e-05 0.000384914 -0.000185849 -0.000483762 -0.000344253 0.000158798 9.6421e-05 0.000816313 -0.000368721 0.00159661 -0.00037101 -0.000141832 -0.00032654 -0.00403783 -0.00109535 0.00031152 0.00440814 1.39017e-05 -0.000868045 -0.000443485 0.00133612 0.00393212 0.0113879 -0.00109402 -0.00208371 -0.00116698 -0.000710401
internal_weight=1.32594e+06 173636 167917 165634 39526 126108 67640 60744 58468 31925 12531 19394 7601 60506 17863 59781 725 6523 51894 496 1.15231e+06 10619 8689 2326 847 154 6363 2283 6338 5434
internal_count=1325944 173636 167917 165634 39526 126108 67640 60744 58468 31925 12531 19394 7601 60506 17863 59781 725 6523 51894 496 1152308 10619 8689 2326 847 154 6363 2283 6338 5434
is_linear=0
shrinkage=0.05


Tree=391
num_leaves=31
num_cat=1
split_feature=56 41 136 8 31 107 11 86 35 27 102 6 4 61 96 53 36 38 84 105 0 125 85 75 12 39 100 31 10 76
split_gain=1.00329 2.07509 1.92144 2.21969 3.40778 2.80611 2.15166 2.13772 2.17975 2.72625 6.36107 3.02456 2.32889 2.28941 2.61818 2.22267 3.52976 2.19753 2.11892 2.97271 2.10519 2.07977 1.91369 3.25197 2.82532 2.01575 2.31814 1.86977 1.86781 1.85678
threshold=305.36447143554693 -1.0000000180025095e-35 0 13.550000190734865 1012.8500061035157 -0.89704576134681691 21.050000190734867 0.86889252066612255 14.750000000000002 343.50000000000006 0.36141800880432134 5.6499998569488534 5.6499998569488534 0.23620056360960009 -0.43637572228908533 0.58499997854232799 10.449999809265138 20.44999980926514 0.8594794273376466 1.0000000180025095e-35 358.50000000000006 -0.07845610752701758 0.8708169460296632 0.57185250520706188 0.94499999284744274 18.150000572204593 -0.74485555291175831 1010.1499938964845 10.84999990463257 2.5749999284744267
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 28 21 18 8 9 -7 11 -11 -10 14 -12 16 -15 -14 -6 -20 -17 22 25 24 -24 26 -4 -27 -5 -23
right_child=1 2 3 4 6 7 -8 -9 12 10 13 -13 17 15 -16 20 -18 -19 19 -21 -22 29 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.4498992474639716e-05 -0.0080875353777389008 -0.00027560394583251612 0.013161491803945073 0.0036967939319517678 0.002692808468411946 -6.9254399499158823e-05 0.013633706481699405 -0.00050964213211014242 8.0247261791934437e-05 0.031743472442893245 0.01993991818279028 0.0064429110315229222 0.0024043978632780749 0.027070555873215198 -0.0012457113270647824 -0.00089798565072123906 0.0017373001287606629 -0.0032027663757225942 0.00063029076462859789 0.00927409526901137 0.014572982544727301 -0.0012094533236813732 0.025456973838691527 -0.0016145163570822339 0.0056214815651965816 0.0065186747265132995 -0.00062262762624389436 -0.0094490561960265049 -0.0011627102282122258 0.0016089358170775154
leaf_weight=1247972 76 17932 31 220 2492 21519 37 13409 2849 27 35 21 2886 20 25 500 44 186 4007 102 23 640 26 99 58 22 1897 110 1954 6725
leaf_count=1247972 76 17932 31 220 2492 21519 37 13409 2849 27 35 21 2886 20 25 500 44 186 4007 102 23 640 26 99 58 22 1897 110 1954 6725
internal_value=-3.62756e-06 0.000170374 0.000178431 0.000314202 0.00104719 0.000187991 0.00160989 9.89536e-06 0.000257504 3.02909e-05 0.00311247 0.0206745 0.00110995 0.00180957 0.0111126 0.000858668 0.00965394 0.0020649 0.0015425 0.000844861 -0.000217618 0.000958059 -0.00037495 0.00452508 0.011761 -0.000810245 -0.000400995 -0.00678777 -0.000670948 0.00136402
internal_weight=1.32594e+06 77972 77896 59964 8812 51152 6638 41544 28135 22214 695 48 5921 647 60 587 64 3072 6601 4109 523 9608 2243 183 84 2060 1928 132 2174 7365
internal_count=1325944 77972 77896 59964 8812 51152 6638 41544 28135 22214 695 48 5921 647 60 587 64 3072 6601 4109 523 9608 2243 183 84 2060 1928 132 2174 7365
cat_boundaries=0 1
cat_threshold=4674
is_linear=0
shrinkage=0.05


Tree=392
num_leaves=31
num_cat=0
split_feature=83 4 123 63 116 6 117 34 56 94 38 72 123 75 115 61 37 39 15 54 54 35 4 52 10 65 0 87 28 116
split_gain=0.989528 2.41267 2.41843 1.83101 2.68502 2.74408 2.48537 2.55409 2.30556 1.85442 1.76073 1.75173 2.26051 2.11224 1.88703 1.60679 2.21222 3.49168 1.93588 1.58287 3.43327 1.57779 2.23067 1.95575 1.54329 1.44696 1.8111 1.59445 1.44489 1.43298
threshold=351.78756713867193 8.3499999046325701 -0.21643137186765668 0.26594142615795141 0.82409480214118969 6.0499999523162851 0.88697704672813427 11.34999990463257 290.88520812988287 0.51414406299591076 15.150000095367433 0.89694276452064525 -0.3172925859689712 0.82236582040786754 -0.026175950653851029 0.30589903891086584 8.7500000000000018 10.550000190734865 2.7749999761581425 1.4950000047683718 5.4749999046325692 12.34999990463257 7.4500000476837167 0.034999999217689044 12.34999990463257 23.615000724792484 6.5000000000000009 0.89073261618614208 1016.6499938964845 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 3 9 -5 6 -6 -8 -7 -2 21 12 14 -13 -3 16 -14 -18 29 -12 -21 22 24 -23 -4 -17 -27 -28 -20 -19
right_child=1 11 10 4 5 8 7 -9 -10 -11 19 13 15 -15 -16 25 17 18 28 20 -22 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.5071485789545972e-06 -0.013765396695474491 -0.0084808526509260011 -0.0015107712430334126 -0.0017146310639314676 -8.2295746754177602e-05 -0.0099537930114130535 0.032648473494792482 0.011430755106581224 0.0089899074751883749 0.0034455896901159455 -0.004790438163715105 0.010580805773358971 0.022828286581207068 -0.0066873312095361475 0.0075763391951719928 -0.00039914195053613211 -0.0038815977376405945 -0.0039025528839340914 0.025208178688450877 0.025189247709654628 -0.0011703648367862721 0.0050035286031197765 -0.0081861672879313119 -0.0065429643967005171 0.010047720000147821 0.019503739303244012 0.0069271574027370665 -0.007879473247521673 0.0077390411170199513 0.010931896412654258
leaf_weight=1323277 34 77 773 127 22 29 23 37 36 29 30 21 20 113 24 279 66 27 29 21 30 40 128 441 30 21 75 24 20 41
leaf_count=1323277 34 77 773 127 22 29 23 37 36 29 30 21 20 113 24 279 66 27 29 21 30 40 128 441 30 21 75 24 20 41
internal_value=-3.44628e-06 -0.00096558 -0.00198263 0.0018432 0.00361044 0.00821101 0.0142932 0.0195642 0.000538103 -0.00584288 -0.0028462 0.00125809 0.00225674 -0.00398113 -0.00466528 0.00341808 0.00703959 0.00531405 0.0105013 0.00432284 0.00968359 -0.00325746 -0.00205609 -0.00558276 -0.00107895 0.00157556 0.00616673 0.00333767 0.0180779 0.00504175
internal_weight=1.32594e+06 2667 1830 337 274 147 82 60 65 63 1493 837 703 134 101 602 203 183 117 81 51 1412 931 481 803 399 120 99 49 68
internal_count=1325944 2667 1830 337 274 147 82 60 65 63 1493 837 703 134 101 602 203 183 117 81 51 1412 931 481 803 399 120 99 49 68
is_linear=0
shrinkage=0.05


Tree=393
num_leaves=31
num_cat=2
split_feature=92 136 30 136 20 2 119 124 63 83 89 39 12 133 42 106 101 17 3 116 127 23 35 67 53 39 132 34 104 18
split_gain=0.987592 3.73172 6.45549 4.45794 4.44069 4.2931 3.72363 3.8901 5.32031 3.70818 3.4526 4.12306 5.89872 5.30747 3.91199 4.52648 3.80886 3.93627 3.5254 3.48701 3.86036 3.37901 3.36718 3.32245 4.63703 3.0988 3.09466 3.06404 3.46346 3.06613
threshold=-0.71703550219535817 0 1020.3500061035157 1 7.3550000190734872 234.50000000000003 0.53727915883064281 0.64942333102226268 0.45686259865760809 307.57691955566412 -0.43143518269062037 16.550000190734867 1.294999957084656 1015.7500000000001 10.650000095367433 -0.87634095549583424 0.65807956457138073 7.4149999618530282 308.50000000000006 0.82409480214118969 0.99687939882278453 9.4949998855590838 9.6500000953674334 0.54500001668930065 0.79500001668930065 8.0500001907348651 1017.8500061035157 12.84999990463257 -0.67321348190307606 8.0099999904632586
decision_type=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 2 2 2 2
left_child=1 10 4 5 6 -4 23 8 9 -8 -1 13 18 14 16 -16 17 -12 -13 20 -17 -6 -9 24 -3 -19 -10 29 -29 -24
right_child=-2 2 3 -5 21 -7 7 22 26 -11 11 12 -14 -15 15 19 -18 25 -20 -21 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-9.7443201290150003e-05 1.3476686645360284e-05 -0.0011620810902222499 -0.0032658159772936501 -0.0045783920687898797 0.0008347734510101662 0.00026421362528764671 0.0023895317410574813 0.0027956189544760929 -9.684528697221304e-05 0.00055136961599283802 -0.0045235002346281673 -0.0010246119485386885 0.0011809604655295316 -0.0063677705570960273 -0.0056861352819396419 0.0021633713944239751 -0.00019612426903034609 0.014994279514732107 -0.0065107337255595312 -0.0037726963376693793 0.016154743863872306 -0.0019817942691458148 -0.0026216123233266959 -0.0003997603459411319 0.0022054167100279895 -0.0016663102919138272 -0.010241208454030322 -0.00015632713455363337 0.002467155177580671 -0.00038659307179988631
leaf_weight=26276 1152308 1580 1308 1075 23234 2522 6019 909 6970 5042 1341 1124 4201 509 232 1479 4119 28 396 247 51 1116 2328 55121 2896 8636 76 8832 1467 4502
leaf_count=26276 1152308 1580 1308 1075 23234 2522 6019 909 6970 5042 1341 1124 4201 509 232 1479 4119 28 396 247 51 1116 2328 55121 2896 8636 76 8832 1467 4502
internal_value=-3.27397e-06 -0.000114437 3.0172e-05 -0.00174779 0.000102793 -0.000938891 -5.05404e-05 0.000349856 0.000867579 0.00155163 -0.000485973 -0.000942704 0.000215225 -0.00134076 -0.00118216 0.000882269 -0.0014758 -0.00200264 -0.00245389 0.00173982 0.00262975 0.000705686 -0.000169847 -0.000293377 0.00101671 -0.00161247 -0.000206265 -0.000327218 0.000217364 -0.0011484
internal_weight=1.32594e+06 173636 124997 4905 120092 3830 95742 36145 18107 11061 48639 22363 5721 16642 16133 2009 14124 10005 1520 1777 1530 24350 18038 59597 4476 8664 7046 17129 10299 6830
internal_count=1325944 173636 124997 4905 120092 3830 95742 36145 18107 11061 48639 22363 5721 16642 16133 2009 14124 10005 1520 1777 1530 24350 18038 59597 4476 8664 7046 17129 10299 6830
cat_boundaries=0 1 2
cat_threshold=1424 610
is_linear=0
shrinkage=0.05


Tree=394
num_leaves=31
num_cat=0
split_feature=122 80 56 7 102 93 97 18 87 109 21 90 77 91 79 53 75 94 56 52 77 62 36 33 20 71 30 31 87 14
split_gain=0.949437 2.42777 3.11924 3.60216 2.00734 1.95373 2.42487 1.9534 1.96646 2.31511 1.98155 1.7946 1.5614 2.21637 1.99523 2.00715 1.83491 2.38169 1.87403 1.79162 1.72486 1.62637 2.45918 1.77242 1.57454 1.50966 1.47949 1.45551 1.51517 1.6545
threshold=0.96811076998710643 241.79035949707034 230.56867980957034 2.8500000238418584 0.81497293710708629 -0.71302974224090565 0.27462409436702734 12.50999975204468 0.77494001388549816 -0.93930774927139271 6.7449998855590829 0.80021443963050853 4.4249999523162851 -0.99549698829650868 9.7049999237060565 0.30500000715255743 0.49220463633537298 -0.84805816411972035 178.52754211425784 1.7050000429153445 2.3850001096725468 0.43168951570987707 18.650000572204593 17.349999427795414 5.6549999713897714 293.28337097167974 1011.5499877929689 1017.9500122070314 0.83017569780349743 1.2450000047683718
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 11 7 -7 27 9 -9 -11 12 13 20 15 -14 -17 18 -18 -16 -3 22 -15 -24 -25 26 -23 28 29 -2
right_child=1 2 -4 -5 -6 6 -8 8 -10 10 -12 -13 14 21 19 16 17 -19 -20 -21 -22 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=4.5915243883861157e-06 0.011442469633542576 0.019227566534564609 -0.00036028693275555316 -0.0039159580113381984 0.011600837932730264 7.1214984848363742e-06 -0.013162139164549964 0.017136235893345796 0.014982398747662573 -0.0045053775426555044 0.010278175404185758 0.011086211788220212 0.01733421415344558 -0.0063718544485481116 -0.0097644395575347091 -0.0049027956066732643 0.017188567138816179 -0.00072750140975809613 0.0047904158868318936 0.00033671235604940553 -0.0010376738739155589 -0.0073921907900869116 0.013445979126729072 -0.013990703423041852 0.0015845852777792335 -0.0061959318919107319 0.001667686991540364 -0.0050254287198185921 -0.0048857590825193463 0.00032579218624986415
leaf_weight=1283398 65 21 11707 1496 33 27001 35 26 57 68 34 31 22 422 71 82 38 183 154 115 21 51 25 20 86 100 387 81 45 69
leaf_count=1283398 65 21 11707 1496 33 27001 35 26 57 68 34 31 22 422 71 82 38 183 154 115 21 51 25 20 86 100 387 81 45 69
internal_value=-3.112e-06 -0.000235488 -0.000745612 -0.00208897 -0.000621105 4.41602e-05 -9.92703e-06 0.00333023 0.00725747 0.00381746 0.000422473 -0.000841621 -0.00104727 -0.0021761 0.00087598 0.00258263 0.00187249 0.00335402 0.00724422 -0.0035191 0.00909495 -0.00261 -0.00451413 0.0014703 -0.00135415 -0.000652788 0.00061277 0.000535851 0.00305241 0.00571821
internal_weight=1.32594e+06 42546 15065 3358 1862 27481 27036 445 185 128 102 1829 1798 1133 665 479 457 375 192 186 42 1091 553 131 106 538 438 260 179 134
internal_count=1325944 42546 15065 3358 1862 27481 27036 445 185 128 102 1829 1798 1133 665 479 457 375 192 186 42 1091 553 131 106 538 438 260 179 134
is_linear=0
shrinkage=0.05


Tree=395
num_leaves=31
num_cat=3
split_feature=94 112 124 4 78 107 136 75 111 36 136 38 91 108 76 79 1 72 4 136 115 75 65 90 40 39 3 79 113 74
split_gain=1.32369 4.57907 4.2947 3.27653 4.19138 3.2029 3.196 3.57161 3.47585 3.40542 3.08363 3.19518 3.06602 2.94933 2.8663 2.6634 2.63256 2.57322 2.55043 3.70729 3.44063 3.11021 4.01002 3.73888 2.63699 2.92069 2.54247 2.80625 2.66336 2.48706
threshold=-0.95873832702636708 0.41467745602130895 0.88697704672813427 12.650000095367433 9.3450002670288104 -0.83195078372955311 0 0.71384525299072277 0.008033553138375284 17.750000000000004 1 15.550000190734865 -0.95798546075820912 0.23419623076915744 13.244999885559084 13.824999809265138 88.500000000000014 0.55791008472442638 0.94999998807907116 2 -0.71322327852249134 0.2970180362462998 2.1250000000000004 -0.020197968930006024 13.84999990463257 19.94999980926514 328.50000000000006 36.614999771118171 -0.21643137186765668 0.47451974451541906
decision_type=2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 9 10 13 -8 12 16 -1 -13 17 -12 -7 19 21 -21 22 23 -6 25 -20 27 -4 -28 -3
right_child=-2 29 26 -5 18 15 8 -9 -10 -11 11 14 -14 -15 -16 -17 -18 -19 24 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.005207081693505128 4.6904160297089001e-06 0.0050386077570596455 -0.00094445389221291427 -0.0035713735424326336 0.027939964224351573 -0.0001177032556869243 0.0066943760077907326 -0.0041839172722642247 0.00057878487258969684 0.0031294466149466601 0.021215673256665471 -0.00029214598598112422 -0.0038038770608986501 -0.00026281559677420813 -0.014854400143410794 -0.0054054836847215147 0.0012570130633876514 -0.0015089128843070489 0.00030828573946295045 0.0010417490174991861 0.0068020998456903561 -0.00075286035109861085 -0.010789615381509066 0.0045893154603891166 0.0097836465562043118 -0.0086244595348430077 -0.003734122801334019 0.013907688093604521 0.0013662110912167954 0.00059116580186797019
leaf_weight=415 1258530 615 5206 687 30 5920 126 924 14961 504 20 5503 1248 1104 34 336 95 7579 17081 463 589 990 20 40 73 92 1679 32 302 643
leaf_count=415 1258530 615 5206 687 30 5920 126 924 14961 504 20 5503 1248 1104 34 336 95 7579 17081 463 589 990 20 40 73 92 1679 32 302 643
internal_value=-6.8635e-06 -0.00022289 -0.000279803 -0.000138577 -9.80186e-05 -0.00039814 -5.96129e-05 -0.0016029 0.000147902 -0.000431956 -0.0007694 -0.000914072 -0.00308401 -0.00161362 -0.000381566 -0.00100825 0.00472808 -0.000898797 0.000502425 0.00213387 0.00422671 5.56399e-05 0.00895532 0.0145967 0.000300741 0.000260431 -0.00143078 -0.000853719 -0.00295659 0.00276539
internal_weight=1.32584e+06 67311 66053 58834 58147 38769 24934 2947 21987 2023 7026 6900 1363 1519 5537 13835 115 13499 19378 2132 1052 1080 90 70 17246 17173 7219 5238 1981 1258
internal_count=1325841 67311 66053 58834 58147 38769 24934 2947 21987 2023 7026 6900 1363 1519 5537 13835 115 13499 19378 2132 1052 1080 90 70 17246 17173 7219 5238 1981 1258
cat_boundaries=0 1 2 3
cat_threshold=1296 4 257
is_linear=0
shrinkage=0.05


Tree=396
num_leaves=31
num_cat=2
split_feature=84 126 23 124 63 12 136 43 65 111 22 85 102 34 102 136 29 80 20 39 31 79 28 55 113 30 52 88 65 64
split_gain=1.21855 2.46598 2.67908 3.41986 3.189 3.50544 3.10073 3.01624 2.86788 3.45324 3.01544 3.69359 3.25358 2.88332 2.95988 2.86085 2.62864 3.18177 2.84929 2.67777 3.0093 2.61566 3.50244 3.69077 4.84275 3.27744 3.59082 2.99185 2.88759 3.07593
threshold=0.86003756523132335 0.87878364324569713 5.0850000381469735 0.095842104405164733 0.30816589295864111 3.2549999952316289 0 15.34999990463257 0.15500000119209292 0.015983700752258304 4.6849999427795419 0.91285794973373424 0.025353677570819858 14.949999809265138 0.52015721797943126 1 1009.6499938964845 306.61114501953131 4.9049999713897714 12.84999990463257 1016.4500122070314 11.925000190734865 1013.3500061035157 0.39499999582767492 -0.99535831809043873 1016.1499938964845 1.0000000180025095e-35 0.65192922949790966 33.514999389648445 6.6150000095367441
decision_type=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 2
left_child=-1 2 3 6 5 15 8 -6 9 10 13 12 -12 -2 -15 -4 -8 19 -19 20 -18 25 23 24 -23 -17 -27 -24 29 -25
right_child=1 -3 4 -5 7 -7 16 -9 -10 -11 11 -13 -14 14 -16 21 17 18 -20 -21 -22 22 27 28 -26 26 -28 -29 -30 -31
leaf_value=1.5004911784767816e-05 -0.0027188562752964631 -0.00046295609677614742 -0.0016986564891712263 -0.0012086425357064967 -4.9493265462892122e-05 -0.0019384707054119002 0.019345411904156208 -0.003314642788969706 -0.00054392579248891749 -0.0019053887291221134 0.0035547053151222989 0.028294394234114367 0.021274583367630842 0.0059429337673876544 -0.01065162710588554 0.0007100453280358169 0.0068269039655396192 0.016742366361073579 0.0038535414078819845 -0.0048128089467827052 -0.0037521650028036965 0.0086685883281204645 0.0016367227704104101 -0.00022347837639512681 -0.00387435273158252 -0.016478720491226669 -0.0011872682011864703 0.0062183469641573169 -0.0059405918202302876 0.0022365451650610481
leaf_weight=1103391 194 41102 1207 10335 135670 1360 25 711 6416 355 136 23 32 366 29 6379 201 65 126 154 101 85 8454 2582 813 39 2461 372 155 2502
leaf_count=1103391 194 41102 1207 10335 135670 1360 25 711 6416 355 136 23 32 366 29 6379 201 65 126 154 101 85 8454 2582 813 39 2461 372 155 2502
internal_value=-6.5178e-06 -0.000113274 -3.40198e-05 -0.000603206 3.08672e-05 0.00053377 0.00015773 -6.65156e-05 -0.000133909 0.00218268 0.00404328 0.00950261 0.00692992 0.00227293 0.0047246 0.000667997 0.00338637 0.00282205 0.00823979 0.000552777 0.00328887 0.000788191 0.00119195 0.000274565 -0.0026871 0.000108666 -0.00142581 0.00182983 0.000782215 0.000987178
internal_weight=1.32584e+06 222450 181348 18558 162790 26409 8223 136381 7551 1135 780 191 168 589 395 25049 672 647 191 456 302 23842 14963 6137 898 8879 2500 8826 5239 5084
internal_count=1325841 222450 181348 18558 162790 26409 8223 136381 7551 1135 780 191 168 589 395 25049 672 647 191 456 302 23842 14963 6137 898 8879 2500 8826 5239 5084
cat_boundaries=0 1 2
cat_threshold=2977 4112
is_linear=0
shrinkage=0.05


Tree=397
num_leaves=31
num_cat=2
split_feature=94 112 124 69 86 72 4 60 39 77 115 70 22 79 136 21 81 78 55 88 2 82 57 118 136 1 124 52 34 31
split_gain=1.19358 4.13258 3.84754 3.01086 3.07568 3.60848 3.76941 3.30552 3.21675 3.50912 3.09999 3.55449 3.16775 3.05261 3.035 3.45973 3.68494 3.00675 2.90269 2.53835 2.521 3.33307 3.47939 2.7592 2.51833 3.41193 3.29374 2.79119 2.47106 2.51188
threshold=-0.95873832702636708 0.41467745602130895 0.88697704672813427 325.97186279296881 0.87407970428466808 0.56108209490776073 1.6500000357627871 0.75513029098510753 17.150000572204593 0.6850000023841859 -0.3172925859689712 300.31263732910162 5.9449999332427987 12.045000076293947 0 6.9449999332427987 332.18496704101568 7.8350000381469735 0.74500000476837169 0.53405728936195385 327.50000000000006 318.92796325683599 298.05802917480474 0.89490029215812694 1 297.50000000000006 -0.97625884413719166 0.50499999523162853 11.550000190734865 1024.049987792969
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 1 2 2 2 2 2
left_child=1 2 3 4 5 6 8 24 9 -1 12 -12 -8 -10 15 16 -11 -14 -5 -19 21 -20 -23 -22 25 26 -7 -27 -4 -30
right_child=-2 -3 28 18 -6 7 10 -9 13 14 11 -13 17 -15 -16 -17 -18 19 20 -21 23 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0099956679826298054 4.7788534785526095e-06 0.0026275293340955364 -0.0034700830927326533 -0.0060444074006573787 0.00046009467383732825 -0.0038028105949392899 -0.0015153086110994481 0.00068972625864067777 0.0031395940818462007 -0.0035190560444915905 0.00050184140080106188 0.0075877841610380043 -0.00029985176010183484 0.020120666024309619 0.0027845836321549996 0.0025625919263755539 0.013063333327216762 0.0025782075976644395 0.0064789776878419114 0.017205457838492529 0.0060417451611046785 -0.0024623543041723643 0.01196499294601381 0.023957384955780259 -0.0013197338565603036 0.0052205027709407038 0.0018578123706039108 -0.0022068601648854865 -0.00084342917578892609 -0.0106513090152999
leaf_weight=78 1258530 1258 1159 84 14328 290 5751 3218 1337 783 5379 183 4086 27 1037 473 35 686 302 31 83 323 48 29 16200 137 2257 1649 5994 66
leaf_count=78 1258530 1258 1159 84 14328 290 5751 3218 1337 783 5379 183 4086 27 1037 473 35 686 302 31 83 323 48 29 16200 137 2257 1649 5994 66
internal_value=-6.19255e-06 -0.000211327 -0.000265394 -0.000131723 -0.000175518 -0.000384218 0.000112685 -0.00080026 0.00153597 0.000436284 -0.000220262 0.000734982 -0.00072368 0.00347573 0.000785808 -0.000834818 -0.00280954 0.000224198 0.00278956 0.00321063 0.00373485 0.00257895 -0.000595743 0.0106806 -0.00103378 3.83062e-05 0.0012133 -0.00163712 -0.0013548 -0.000950248
internal_weight=1.32584e+06 67311 66053 58834 57965 43637 19886 23751 3770 2406 16116 5562 10554 1364 2328 1291 818 4803 869 717 785 673 371 112 20533 4333 2547 1786 7219 6060
internal_count=1325841 67311 66053 58834 57965 43637 19886 23751 3770 2406 16116 5562 10554 1364 2328 1291 818 4803 869 717 785 673 371 112 20533 4333 2547 1786 7219 6060
cat_boundaries=0 1 2
cat_threshold=1968 4292
is_linear=0
shrinkage=0.05


Tree=398
num_leaves=31
num_cat=0
split_feature=84 29 38 34 121 117 91 85 62 6 19 14 58 97 117 84 54 123 12 1 74 70 23 43 53 14 88 126 53 116
split_gain=1.09846 2.28204 3.58945 3.46641 2.66637 2.06241 2.79308 2.18898 2.15535 2.64887 2.25318 2.81741 2.76056 2.40973 2.52713 3.21829 2.77415 2.32418 2.99067 2.30651 3.5179 2.28299 3.2822 3.10448 3.10249 3.11769 2.93309 3.1636 2.35645 4.18246
threshold=0.86003756523132335 1015.1499938964845 21.550000190734867 17.44999980926514 0.52247866988182079 0.9996192753314973 -0.82341840863227833 0.91134411096572887 0.55197355151176464 12.050000190734865 9.5450000762939471 1.3750000000000002 223.56830596923831 -0.99897602200508107 -0.3172925859689712 0.87722647190094005 0.57499998807907116 -0.96811076998710621 0.94499999284744274 148.50000000000003 0.47451974451541906 264.09732055664068 5.4049999713897714 12.050000190734865 0.2650000005960465 1.4650000333786013 -0.26464137434959406 0.608738273382187 0.58499997854232799 0.58068084716796886
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 8 -7 -8 9 10 11 12 19 17 15 -15 -17 18 -14 20 -3 22 24 -24 25 -13 27 -27 29 -26
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12 21 13 14 -16 16 -18 -19 -20 -21 -22 -23 23 -25 28 26 -28 -29 -30 -31
leaf_value=1.4552356688471899e-05 3.8445246111925899e-05 0.0075524334962552425 0.014507926500788549 -0.0025286324425020656 -0.001378108604991918 0.017097691910978603 0.0054102341511419842 -0.00811005967672827 7.5260552839998072e-05 -0.0016173211686469728 -0.00070082174151168009 0.019029747974127532 0.0033093738875218798 -0.0011025341157520931 -0.00089498957341508072 0.028618089755487054 0.007144560777353791 0.0019718887672179673 0.02545737132981972 -0.0029422497100840693 -0.00261024268777218 2.8346072803614431e-05 0.0033151421338010463 -0.010143070181154392 0.0071480342342207836 0.020635669717505092 -0.0077230361674952772 0.00030567060527391732 -0.00048150980217120319 -0.01270077045970034
leaf_weight=1103391 121718 141 41 1699 4982 38 119 40 40141 4183 20947 36 35 83 2352 21 53 216 27 2069 215 20372 1640 44 36 31 46 50 974 101
leaf_count=1103391 121718 141 41 1699 4982 38 119 40 40141 4183 20947 36 35 83 2352 21 53 216 27 2069 215 20372 1640 44 36 31 46 50 974 101
internal_value=-5.88237e-06 -0.000107242 -0.000283281 -0.000289304 -0.000250871 -0.000191133 0.00491943 0.0020089 -0.000201865 -0.000409126 -0.000307005 -1.79818e-05 -0.001069 4.38496e-06 -0.000485008 0.00565689 0.0132384 0.00442124 0.0129545 -0.00230261 0.00141486 0.000216818 0.00151484 0.0029635 -0.00040003 0.00604172 0.00236008 0.00808629 -0.00134513 -0.00748503
internal_weight=1.32584e+06 222450 100732 100691 98992 94010 197 159 93813 53672 49489 28542 5212 2787 2509 157 74 278 62 2425 356 23330 2958 1684 1274 163 127 81 1111 137
internal_count=1325841 222450 100732 100691 98992 94010 197 159 93813 53672 49489 28542 5212 2787 2509 157 74 278 62 2425 356 23330 2958 1684 1274 163 127 81 1111 137
is_linear=0
shrinkage=0.05


Tree=399
num_leaves=31
num_cat=2
split_feature=94 112 124 4 78 136 1 38 35 122 35 114 30 55 107 111 67 20 12 7 11 76 136 21 7 20 0 98 10 54
split_gain=1.06547 3.72588 3.47278 3.03876 3.67246 2.77513 5.34293 4.46313 4.52751 3.28577 3.24699 3.08204 3.15383 3.03653 2.86977 3.61443 3.67363 3.38015 3.34917 3.06377 3.02723 2.85594 3.31118 3.26556 2.99025 4.57366 2.62041 2.59359 2.55581 2.55547
threshold=-0.95873832702636708 0.41467745602130895 0.87032255530357372 12.650000095367433 9.3450002670288104 0 307.50000000000006 13.949999809265138 14.550000190734865 0.608738273382187 14.150000095367433 -0.9099266231060027 1010.6499938964845 1.2849999666213991 -0.81990975141525257 0.008033553138375284 0.32500000298023229 6.4149999618530282 1.2649999856948855 4.5499999523162851 6.0499999523162851 2.3349999189376835 1 5.3250000476837167 0.45000000298023229 6.0350000858306894 313.50000000000006 -0.92545491456985463 2.7500000000000004 3.6650000810623173
decision_type=2 2 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
left_child=1 2 3 4 5 6 10 8 29 -10 11 13 -13 -1 15 16 20 18 -18 -20 -9 23 24 -17 25 -23 28 -27 -14 -7
right_child=-2 -3 -4 -5 -6 7 -8 14 9 -11 -12 12 26 -15 -16 21 17 -19 19 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0039439133294371558 4.7776083412990351e-06 0.0024961488506295322 -0.0011922127569361132 -0.0034537090694963506 0.00050062481086936858 -0.0022563205701983543 -0.0017437244686949443 0.0024228216480820419 -0.0047664381922856332 -0.016956537456682592 -0.0011517968161787627 -0.006222509929449933 0.006780610530612451 -0.0028736456476152906 -0.00096607541022943619 -0.0072935552366360443 -0.0015608069446117101 0.0002882359209167861 -0.010180812144803727 0.0017288886825554074 0.016960435368431111 0.0074326625631119195 0.00020776227714510887 -0.00023577142401582743 0.0028549842730276284 -0.0098121214295632305 -0.0039707634061493958 -0.0010869672882322715 0.0028871835793869791 -0.00036452972329560369
leaf_weight=246 1258530 1258 8530 672 18777 3602 1680 141 316 67 861 88 542 486 8336 178 3027 2891 216 72 48 117 3899 2068 3247 124 115 272 1896 3539
leaf_count=246 1258530 1258 8530 672 18777 3602 1680 141 316 67 861 88 542 486 8336 178 3027 2891 216 72 48 117 3899 2068 3247 124 115 272 1896 3539
internal_value=-5.58825e-06 -0.000199401 -0.000250739 -0.000111129 -7.16185e-05 -0.000353832 0.000641024 -0.000536812 -0.00160282 -0.00689891 0.00158878 0.00228834 0.00308405 -0.000582499 -0.000211464 0.000174453 -0.00075217 -0.000961303 -0.00205102 -0.00720339 0.00611491 0.000772712 0.00123248 -0.000795115 0.00228843 -0.0012529 0.00340484 -0.00381909 0.00375274 -0.00131877
internal_weight=1.32584e+06 67311 66053 57523 56851 38074 5914 32160 7524 383 4234 3373 2641 732 24636 16300 6395 6206 3315 288 189 9905 7659 2246 3760 513 2553 396 2438 7141
internal_count=1325841 67311 66053 57523 56851 38074 5914 32160 7524 383 4234 3373 2641 732 24636 16300 6395 6206 3315 288 189 9905 7659 2246 3760 513 2553 396 2438 7141
cat_boundaries=0 1 2
cat_threshold=4164 35
is_linear=0
shrinkage=0.05


Tree=400
num_leaves=31
num_cat=2
split_feature=72 17 35 96 23 132 136 131 36 60 41 30 88 64 2 121 54 63 85 12 74 74 92 35 113 64 52 62 86 136
split_gain=1.01722 2.81097 3.39125 2.65164 2.75683 3.47718 3.03426 3.29964 2.88945 2.62886 2.57483 2.82819 2.56638 3.18799 2.53593 4.6961 4.08339 3.61559 3.92038 4.32829 3.67845 2.7185 2.51166 2.84148 2.50066 2.3983 3.92158 3.5591 2.92326 4.53443
threshold=0.76840001344680797 11.120000362396242 13.949999809265138 -0.50550180673599232 7.2249999046325692 1016.8500061035157 0 203.50000000000003 17.250000000000004 0.23688364028930667 11.949999809265138 1008.9500122070314 -0.82357087731361378 18.835000038146976 120.50000000000001 0.63605400919914257 0.45499999821186071 0.30816589295864111 0.89801049232482921 2.0449999570846562 0.82576400041580211 0.89812666177749645 -0.73554793000221241 14.750000000000002 -0.63605400919914235 6.8250000476837167 4.6250000000000009 0.47198045253753668 0.84228438138961803 1
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 1
left_child=25 2 10 4 6 -6 8 -8 9 -4 -2 -12 -11 14 -14 17 -17 18 19 22 24 -19 23 -16 -21 -1 28 -28 -27 -30
right_child=1 -3 3 -5 5 -7 7 -9 -10 12 11 -13 13 -15 15 16 -18 21 -20 20 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-3.8526914749511534e-06 -0.00014028479214802864 3.9764463853676722e-05 -0.0038158974361352758 0.0016343386082168319 -2.9784962786440967e-05 -0.0073516794049999475 -0.0021850622453275718 0.00040195962736743119 -0.0018430449700093895 -0.00043525647476204925 0.02003631304576993 0.0027163790800417685 -0.0013020705326225721 -0.0013129507028018638 0.0260310373142023 0.032192468914824232 0.0055955218661937027 0.00064434642286569956 0.0010769413700055324 0.0083544082235958838 0.039543328713625675 0.010198532185708006 -0.0046637735170263206 0.0032226858815799157 0.028923593148250472 0.00027959818203875456 -0.00053531873173021387 0.00027319174749644446 0.0028998690604980747 0.00076186409604279309
leaf_weight=929718 87968 180586 389 1124 9392 165 8350 1446 2701 3192 25 412 266 571 22 27 31 723 122 45 20 83 38 36 22 19258 19656 44264 3133 11891
leaf_count=929718 87968 180586 389 1124 9392 165 8350 1446 2701 3192 25 412 266 571 22 27 31 723 122 45 20 83 38 36 22 19258 19656 44264 3133 11891
internal_value=-2.60403e-06 -8.39824e-05 -0.000274705 -0.000746277 -0.000843082 -0.000156196 -0.00120609 -0.00180135 -0.000499739 0.000148779 -0.000121266 0.00370722 0.000445481 0.00184693 0.00310428 0.00410693 0.0179769 0.00338284 0.00801966 0.0126481 0.0207257 0.00162821 0.00532788 0.0118741 0.0151085 2.09687e-05 0.000255963 2.45672e-05 0.000687408 0.00121015
internal_weight=1.32568e+06 297756 117170 28765 27641 9557 18084 9796 8288 5587 88405 437 5198 2006 1435 1169 58 1111 305 183 87 806 96 58 67 1.02792e+06 98202 63920 34282 15024
internal_count=1325676 297756 117170 28765 27641 9557 18084 9796 8288 5587 88405 437 5198 2006 1435 1169 58 1111 305 183 87 806 96 58 67 1027920 98202 63920 34282 15024
cat_boundaries=0 1 2
cat_threshold=3122 3106
is_linear=0
shrinkage=0.05


Tree=401
num_leaves=31
num_cat=1
split_feature=72 60 23 64 79 20 33 36 38 136 75 88 14 52 91 26 126 33 107 36 121 38 59 30 31 59 23 54 65 60
split_gain=0.918077 2.54873 3.05842 2.63719 3.33443 3.88785 2.9772 3.01659 5.15178 3.58456 2.85678 3.27812 2.83669 3.11431 3.21006 3.40125 3.61253 2.8246 2.796 2.64256 4.37038 3.98706 2.6245 2.49916 2.49907 2.58202 3.43049 3.41711 4.02502 2.37389
threshold=0.76840001344680797 0.30068388581275945 8.4250001907348651 45.905000686645515 19.994999885559086 7.3750000000000009 7.8500001430511483 12.550000190734865 12.150000095367433 0 0.69254416227340709 -0.52301311492919911 3.1149998903274541 0.38499999046325689 -0.95071145892143238 307.50000000000006 0.82409480214118969 12.449999809265138 -0.58221378922462452 16.250000000000004 -0.60873827338218678 14.949999809265138 308.88056945800787 1012.2500000000001 1015.3500061035157 282.50328063964849 5.8650000095367441 1.6150000095367434 13.00500011444092 0.7610006332397462
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=29 2 3 4 -2 6 10 8 -8 18 -6 -12 13 -10 15 -15 -17 -16 19 21 -21 24 -19 -4 25 26 -9 28 -27 -1
right_child=1 -3 23 -5 5 -7 7 9 12 -11 11 -13 -14 14 17 16 -18 22 -20 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=1.0676775322944834e-05 -0.001464497698353817 -4.6968613497914581e-05 0.011751494572374475 -0.004679807646903943 0.023182957350154937 -0.0061952403063715196 0.00033571011828191684 0.015251813207470015 -0.0028180983678002154 -0.0024025675994187828 0.011183422841673342 -0.0034794604053281042 -0.0030068207565866608 0.0002790560480207205 0.0015079652931131986 0.033761228117588409 0.0085271997620230133 0.0083282593155110437 -0.007493807746701546 0.028204709090865577 0.0014554215294648768 -0.007616665066840749 0.025725292148827402 0.0013431495539080254 -0.0025500556880918642 0.038296474409954893 0.00043833313724588095 0.0038591065909220224 0.0095536037938316071 0.00064440611512610704
leaf_weight=1012924 7054 283491 83 432 23 236 3102 47 62 1756 81 72 76 20 132 37 23 110 74 26 37 96 27 189 129 21 232 59 29 14996
leaf_count=1012924 7054 283491 83 432 23 236 3102 47 62 1756 81 72 76 20 132 37 23 110 74 26 37 96 27 189 129 21 232 59 29 14996
internal_value=-2.47245e-06 -7.97833e-05 -0.000731915 -0.000833988 -0.000711475 0.000104849 0.000341943 0.000156814 0.0010863 -0.00117437 0.00675309 0.00428324 0.0058673 0.00750826 0.00934274 0.0181359 0.0240882 0.00672767 0.00171049 0.00274336 0.0124948 0.00174117 0.0117569 0.00451923 0.0034788 0.00548324 0.00293379 0.0120089 0.0216256 1.99221e-05
internal_weight=1.32568e+06 297756 14265 13993 13561 6507 6271 6095 3589 2506 176 153 487 411 349 80 60 269 750 676 63 613 137 272 517 388 279 109 50 1.02792e+06
internal_count=1325676 297756 14265 13993 13561 6507 6271 6095 3589 2506 176 153 487 411 349 80 60 269 750 676 63 613 137 272 517 388 279 109 50 1027920
cat_boundaries=0 1
cat_threshold=4227
is_linear=0
shrinkage=0.05


Tree=402
num_leaves=31
num_cat=1
split_feature=136 102 92 0 39 38 7 55 66 60 79 120 117 18 135 28 73 107 26 60 83 86 83 20 12 97 14 29 82 60
split_gain=0.907738 3.02086 4.79321 4.59813 10.4042 9.29792 4.77864 3.76568 4.17211 3.60051 3.43537 3.33741 2.91737 2.9166 2.91046 2.89081 2.76751 2.75087 2.71705 3.42282 3.18329 3.11342 3.08372 2.71598 3.15305 2.73736 2.66692 2.97529 2.61436 3.27598
threshold=0 0.38216583430767065 0.82755184173583995 1.0000000180025095e-35 13.250000000000002 18.250000000000004 12.750000000000002 1.6649999618530276 0.75499999523162853 0.25438477098941809 1.4750000238418581 -0.72534674406051625 -0.89490029215812672 11.120000362396242 1016.3500061035157 997.35000610351574 0.65714392066001903 -0.64064678549766529 181.50000000000003 0.4112014919519425 286.22270202636724 0.76632288098335277 319.86549377441412 5.1849999427795419 1.3350000381469729 -0.88875386118888844 0.85500001907348644 1013.4500122070314 300.04019165039068 0.37082877755165106
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 2 3 4 14 6 9 15 -9 12 -7 -4 -6 23 -1 -5 17 -12 19 20 21 -10 -22 24 25 -14 27 -11 -29 -30
right_child=-2 -3 11 7 5 10 -8 8 18 26 16 -13 13 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0036123599001381332 2.8185404624958822e-05 2.0463030549961822e-05 0.0005509556996996616 0.017962435428053144 0.018026450264048487 0.018270310094186032 0.023215558548413576 0.0023440432448306476 -0.0054379018941753607 -0.012183411971788098 0.0054356860004320887 -0.0035872190454976738 0.014027081448584795 -0.0055823402734836792 -0.0022093097298928679 -0.001058541948235307 -0.00061603106664514791 -0.0021185328269063535 -0.00031309329777760809 -0.00025268931825885016 0.0044081266444979698 0.0024044996439101128 -0.0055894075041046237 0.0012093061482643381 0.018164023507040727 -0.011531364325095307 -0.00066962220294105603 -0.0047023750792457185 0.021592341209306261 -0.0012086090138182046
leaf_weight=2877 858223 337494 671 20 34 39 21 1571 212 101 951 1779 20 82 232 16195 353 138 90463 2525 1299 314 82 170 66 22 9382 267 23 50
leaf_count=2877 858223 337494 671 20 34 39 21 1571 212 101 951 1779 20 82 232 16195 353 138 90463 2525 1299 314 82 170 66 22 9382 267 23 50
internal_value=-2.34973e-06 -5.84102e-05 -0.000263243 -0.000221152 0.000606551 -7.56263e-05 -0.000611284 -0.000330071 -0.000211566 -0.000660258 0.00362732 -0.00245387 0.00402641 0.00270419 0.00317793 -0.00103508 0.00323129 0.0044784 -0.000253874 0.000954865 0.00255375 -0.000756316 0.0038145 0.00514841 0.0113489 0.000639324 -0.00084824 -0.00464822 -0.00240983 0.00597525
internal_weight=1.32568e+06 467453 129959 127509 14828 11719 10238 112681 96466 10217 1481 2450 394 360 3109 16215 1442 1089 94895 4432 1907 526 1381 278 108 42 9823 441 340 73
internal_count=1325676 467453 129959 127509 14828 11719 10238 112681 96466 10217 1481 2450 394 360 3109 16215 1442 1089 94895 4432 1907 526 1381 278 108 42 9823 441 340 73
cat_boundaries=0 1
cat_threshold=5187
is_linear=0
shrinkage=0.05


Tree=403
num_leaves=31
num_cat=0
split_feature=82 8 58 34 61 66 115 41 127 89 52 30 24 0 9 95 62 63 53 32 99 7 126 54 74 12 13 120 123 107
split_gain=0.839418 3.0822 3.4642 3.02871 2.91432 4.35184 5.40559 4.2815 3.73502 3.65251 3.79952 3.2635 3.53375 6.89865 4.57557 3.18959 3.18386 4.66775 5.46764 2.90017 2.84043 3.49157 2.85819 2.82109 2.78989 2.7083 3.29949 3.42984 3.57422 2.95642
threshold=316.21452331542974 12.34999990463257 111.06040954589845 18.250000000000004 0.34715838730335241 1.5549999475479128 -0.52247866988182057 12.949999809265138 -1.0000000180025095e-35 -0.060040108859539025 0.064999999478459372 1017.5499877929689 337.50000000000006 352.50000000000006 7.0499999523162851 0.26446710526943212 0.24953284114599231 0.21268164366483691 0.62500000000000011 12.449999809265138 -0.082505092024803148 2.6499999761581425 0.58068084716796886 0.2950000017881394 0.38494317233562475 2.0049999952316289 2.6950000524520878 -0.72534674406051625 -0.86159634590148915 -0.38276757299900049
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 16 -8 11 19 -10 13 -13 -15 20 17 18 -4 -11 25 -22 -23 -19 -20 -7 27 -27 -29 -30
right_child=1 -3 4 -5 -6 15 8 -9 9 10 -12 12 -14 14 -16 -17 -18 23 24 -21 21 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=1.0147950864052971e-05 -0.0020442109478022298 0.00035221019929154485 0.00074816337482144053 0.012958984011236361 -0.00040005343887470295 -0.00027717015594989371 -0.0028932291245808602 0.015850634223153425 0.0036227822858597592 0.027906049291292829 -0.00058064090189608667 0.00863803315016997 0.0018848903500966888 0.045201740106162819 0.01250171961262822 -0.00090580036608983608 -0.00076435374588318167 0.010125538652164886 0.013565543861616226 0.0038406514051941136 0.017625813473481685 -0.0099135479631109382 0.0059934023384472269 1.5875266249343563e-05 0.039044201611117886 -0.0020529932721987235 -0.0012983702455375561 0.015199798048922309 0.0027026270087864308 -0.0024935213617568192
leaf_weight=1208652 3159 25817 39 34 60871 8402 221 43 1021 21 550 314 142 23 20 7868 2737 81 21 31 50 36 131 466 22 486 1040 54 3023 301
leaf_count=1208652 3159 25817 39 34 60871 8402 221 43 1021 21 550 314 142 23 20 7868 2737 81 21 31 50 36 131 466 22 486 1040 54 3023 301
internal_value=-2.23224e-06 -0.000130098 -0.00026662 -0.00188445 -0.000207927 0.000222935 0.00144385 0.000173111 0.00329273 0.00393698 0.000640755 0.00524246 0.00855646 0.0112101 0.0299924 -0.000105365 -2.71665e-05 0.00318059 0.0143052 0.0135594 0.000360347 0.00603474 0.00256436 0.00151292 0.0266011 0.000267807 0.00120151 0.00187436 0.0024394 0.0022321
internal_weight=1.32568e+06 117024 91207 3193 88014 27143 5752 3409 2343 2122 602 1520 499 357 43 21391 3366 629 82 52 13523 217 167 547 43 13306 4904 3864 3378 3324
internal_count=1325676 117024 91207 3193 88014 27143 5752 3409 2343 2122 602 1520 499 357 43 21391 3366 629 82 52 13523 217 167 547 43 13306 4904 3864 3378 3324
is_linear=0
shrinkage=0.05


Tree=404
num_leaves=31
num_cat=1
split_feature=136 13 101 73 88 4 13 66 7 57 123 65 64 34 88 55 97 31 99 20 75 12 17 10 19 66 36 77 13 120
split_gain=0.85456 3.82617 2.17184 1.77457 1.74669 2.48127 3.22524 3.52777 2.87964 2.68209 3.0172 2.25899 1.94734 2.10307 1.84045 2.83446 3.63208 3.00108 3.03265 2.88627 2.85528 3.17402 2.85703 2.45381 2.40082 2.11866 2.03964 2.20645 2.80991 2.12144
threshold=0 0.70499998331069957 0.48220054805278784 0.61082112789154064 0.44045776128768926 10.750000000000002 1.2649999856948855 1.1549999713897707 9.1500000953674334 294.36947631835943 -0.58068084716796864 1.485000014305115 5.4249999523162851 14.34999990463257 0.12082643061876298 0.88499999046325695 -0.93373858928680409 1015.8500061035157 -0.65952187776565541 6.5950000286102304 0.6121763586997987 1.1649999618530276 6.4600000381469735 4.4500000476837167 14.039999961853029 10.525000095367433 17.94999980926514 5.2650001049041757 1.185000002384186 -0.91702514886856068
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 2 3 -1 14 6 12 8 9 10 -8 -9 13 -6 -3 16 23 18 20 -18 25 -22 -23 -16 -20 26 27 -17 -29 -28
right_child=-2 4 -4 -5 5 -7 7 11 -10 -11 -12 -13 -14 -15 15 17 19 -19 24 -21 21 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0089041766445019845 1.8828849897366761e-05 -7.5424623239235666e-05 3.0346684568068143e-05 0.00048924078037666655 -0.0093058088014268472 -0.0068793484441685097 -0.011759937326132786 -0.0074336418392863786 0.023884021077790987 0.019680742854657381 0.0074247381470182493 -0.00011602550393977697 -0.015298881216923048 -0.0011465264437336921 0.017891693860292435 -0.00037511979169950216 -0.0083142319882495552 -0.00098644794846604713 -0.0024748210701585303 0.0079594685786193425 -0.0085250559208604193 0.020402635860123808 0.0017460769791990578 -1.1038462010522684e-06 0.0056305704518883051 -0.0067558736019741952 0.022324052855838092 0.021095461115754888 0.0051228793463221145 0.0079211496660550468
leaf_weight=249 1041928 277177 169 63 117 193 32 114 23 23 57 1409 41 243 27 183 225 924 460 31 75 21 899 66 114 36 30 29 545 173
leaf_count=249 1041928 277177 169 63 117 193 32 114 23 23 57 1409 41 243 27 183 225 924 460 31 75 21 899 66 114 36 30 29 545 173
internal_value=-2.12062e-06 -7.90454e-05 -0.0045347 -0.00700743 -7.14823e-05 -0.00145843 -0.000950303 2.2899e-05 0.00776949 0.00446026 0.000526877 -0.000663766 -0.00497416 -0.00379829 -6.03675e-05 0.00102704 -0.00326921 0.00145679 0.00233693 -0.00634359 0.00326005 0.00136563 0.00217193 0.00519358 -0.000865039 0.00515257 0.00559914 0.00440567 0.00592986 0.0100497
internal_weight=1.32568e+06 283748 481 312 283267 2252 2059 1658 135 112 89 1523 401 360 281015 3838 349 3489 2565 256 1991 995 920 93 574 996 960 757 574 203
internal_count=1325676 283748 481 312 283267 2252 2059 1658 135 112 89 1523 401 360 281015 3838 349 3489 2565 256 1991 995 920 93 574 996 960 757 574 203
cat_boundaries=0 1
cat_threshold=5121
is_linear=0
shrinkage=0.05


Tree=405
num_leaves=31
num_cat=2
split_feature=107 16 61 116 72 31 11 15 38 73 107 118 5 62 59 18 60 5 60 135 104 83 41 28 36 79 136 28 1 136
split_gain=1.15041 3.43813 4.69531 8.73597 4.57635 4.61185 5.62941 3.97758 5.52727 4.22471 4.89906 3.99872 4.32965 3.92843 4.1195 3.81409 3.79351 3.51967 3.49608 5.43447 3.39743 4.24102 3.23247 4.00347 3.57018 5.50645 5.19807 4.17925 5.16928 9.49044
threshold=-0.7933237850666045 12.50999975204468 0.42729569971561437 -0.64942333102226246 0.36674033105373388 1013.7500000000001 0.75000000000000011 0.70499998331069957 17.550000190734867 0.35109773278236395 -0.98386815190315235 -0.60873827338218678 3.2500000000000004 0.29566760361194616 216.4214782714844 5.7200000286102304 0.36706487834453588 5.9500000476837167 0.378860354423523 1017.0499877929689 -0.78940621018409718 294.47296142578131 16.550000190734867 1009.1499938964845 14.050000190734865 1.685000002384186 0 1011.7500000000001 1.0000000180025095e-35 1
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 1
left_child=1 4 3 -3 5 7 16 8 9 13 -11 12 -10 14 -1 -6 20 -13 19 -5 21 -7 24 -24 25 -17 -26 -27 29 -29
right_child=-2 2 -4 18 15 6 -8 -9 11 10 -12 17 -14 -15 -16 22 -18 -19 -20 -21 -22 -23 23 -25 26 27 -28 28 -30 -31
leaf_value=0.018927441613881515 -2.2328833264054907e-05 0.00020737591425725599 4.0510805744209096e-05 -0.0023122578241160405 -0.00094585298142090338 0.0017097332345491106 0.00020380082418456182 0.0020870434989123435 0.0014847850759646722 0.017119096060895234 -0.0065970678862772485 -0.0039531437887085812 0.030762604753608293 0.0077303291919330764 0.048222996223540537 0.0019877047465270887 -0.006019130234684175 0.017025022411152071 -0.00078080292515712412 0.014926373142668087 0.0049472330587934923 0.023503066488690133 -0.008348619648476753 -0.0010330468370135018 -0.00025111215610020904 -0.0007214302708264135 0.0006742789502030336 0.0034183408764703591 1.910490617883181e-05 -0.00075675968203680504
leaf_weight=28 925696 16651 139634 7470 7572 33 7218 3208 28 51 38 153 23 27 21 3516 48 23 10041 46 173 69 223 1159 19738 18001 65616 3101 93881 2419
leaf_count=28 925696 16651 139634 7470 7572 33 7218 3208 28 51 38 153 23 27 21 3516 48 23 10041 46 173 69 223 1159 19738 18001 65616 3101 93881 2419
internal_value=8.29424e-06 7.91264e-05 -8.81047e-05 -0.000613102 0.000207554 0.00119567 0.000492789 0.00266801 0.00742248 0.0143864 0.00699309 0.00236061 0.0146885 0.0230443 0.0314827 0.000156405 0.00695073 -0.00121168 -0.00139124 -0.00220675 0.00921456 0.0164523 0.000196598 -0.00221349 0.000212746 3.79776e-05 0.000460333 -2.04135e-05 0.000106537 0.00159353
internal_weight=1.3259e+06 400209 173842 34208 226367 11141 7541 3600 392 165 89 227 51 76 49 215226 323 176 17557 7516 275 102 207654 1382 206272 120918 85354 117402 99401 5520
internal_count=1325905 400209 173842 34208 226367 11141 7541 3600 392 165 89 227 51 76 49 215226 323 176 17557 7516 275 102 207654 1382 206272 120918 85354 117402 99401 5520
cat_boundaries=0 1 2
cat_threshold=5316 2113
is_linear=0
shrinkage=0.05


Tree=406
num_leaves=31
num_cat=2
split_feature=107 16 61 116 72 17 11 31 29 62 60 60 135 136 15 109 55 126 18 33 16 29 92 87 21 32 8 72 136 39
split_gain=1.03833 3.10306 4.23752 7.89286 4.1301 4.3328 3.83455 4.29602 3.88241 4.11329 4.51646 3.72615 5.07295 3.71076 3.64242 4.63218 4.77523 3.57172 3.44227 3.40253 3.17557 3.02083 3.01928 4.2041 3.58094 2.99483 3.34892 3.27304 4.88971 4.05904
threshold=-0.7933237850666045 12.50999975204468 0.42729569971561437 -0.53727915883064259 0.36674033105373388 4.8800001144409189 0.65000000596046459 1013.8500061035157 1013.8500061035157 0.44216558337211614 0.378860354423523 0.378860354423523 1015.7500000000001 0 0.70499998331069957 -0.24846623092889783 0.51499998569488536 -0.47714059054851526 5.7200000286102304 16.050000190734867 15.405000209808351 1005.8500061035157 -0.51505056023597706 0.80298754572868358 4.7449998855590829 9.4499998092651385 12.150000095367433 0.60602110624313366 1 13.650000095367433
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 1 2
left_child=1 4 3 13 5 -1 8 14 -7 10 -10 12 21 -3 15 16 19 -17 -6 -8 -15 -5 24 -24 -19 -20 27 28 29 -27
right_child=-2 2 -4 11 18 6 7 -9 9 -11 -12 -13 -14 20 -16 17 -18 22 25 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0028319584164134461 -2.1212391240453794e-05 -0.0020132834906283164 3.8485266669456985e-05 -0.013312847649175969 -0.00089856034090159955 -0.0012189416285856801 0.04393881849944592 0.00045556505990834728 0.015066633003442959 -0.0035246550629381094 -0.009350114382271256 -0.00074405007780254826 0.013114394777990385 -0.00015048026648690604 0.0020884688335750779 -0.0051582476475100589 -0.00079594369744881996 0.028372644980748499 -0.00058501292560610098 0.016269882023334504 0.001301470028388081 -0.0023119198676379671 -0.0056800325090686481 0.016177210144021296 0.008150524368946567 0.0013641950967609381 -0.00042727753935299802 0.00018584075514241805 0.0011868025422061208 -0.00042983228434829187
leaf_weight=648 925696 1815 139634 63 7572 118 20 6672 193 48 21 9216 53 10646 3097 69 20 30 11852 25 5827 6588 66 33 81 4288 17465 139854 22285 11910
leaf_count=648 925696 1815 139634 63 7572 118 20 6672 193 48 21 9216 53 10646 3097 69 20 30 11852 25 5827 6588 66 33 81 4288 17465 139854 22285 11910
internal_value=7.88069e-06 7.51739e-05 -8.36994e-05 -0.000582446 0.000197183 0.00113589 0.00138092 0.00119564 0.00631181 0.00970353 0.0126706 -0.00139647 -0.00229334 0.000126171 0.00263063 0.00751169 0.0195324 0.00471118 0.000148592 0.0285672 0.000362898 -0.00241612 0.00795399 0.00160572 0.013616 0.000186776 0.000233493 0.000298203 0.000706549 4.50621e-05
internal_weight=1.3259e+06 400209 173842 34208 226367 11141 10493 10113 380 262 214 15920 6704 18288 3441 344 65 279 215226 45 16473 6651 210 99 111 207654 195802 178337 38483 16198
internal_count=1325905 400209 173842 34208 226367 11141 10493 10113 380 262 214 15920 6704 18288 3441 344 65 279 215226 45 16473 6651 210 99 111 207654 195802 178337 38483 16198
cat_boundaries=0 1 2
cat_threshold=2436 608
is_linear=0
shrinkage=0.05


Tree=407
num_leaves=31
num_cat=0
split_feature=102 84 5 72 29 32 94 95 124 57 1 39 66 76 1 96 64 26 120 107 120 87 80 64 117 26 27 27 97 87
split_gain=0.958846 2.66144 3.07659 3.21608 2.64615 2.58104 2.553 2.15762 2.42532 2.2674 2.46501 2.07928 1.99835 2.01696 3.07871 2.05776 2.03801 2.00286 1.95156 1.86571 1.84555 2.06374 1.97163 1.80977 1.73954 1.73626 1.87239 1.70684 1.65916 2.01872
threshold=-0.97547411918640126 0.74471098184585582 3.5499999523162846 0.63675743341445934 1016.8500061035157 10.34999990463257 0.20463135093450549 -0.99769523739814747 0.99687939882278453 232.37802886962893 228.50000000000003 13.949999809265138 6.1949999332427987 1.6649999618530276 70.500000000000014 -0.58417165279388417 1.1549999713897707 181.50000000000003 -0.9914070963859557 -0.9541952610015868 0.55191597342491161 0.74211284518241893 262.10116577148443 1.9750000238418581 -0.95368063449859608 163.50000000000003 161.50000000000003 169.50000000000003 -1.0000000180025095e-35 0.56217110157012951
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 11 -4 20 9 28 25 -11 -1 13 14 19 -16 -15 -18 -6 -13 22 -22 -7 -17 -5 -3 -27 -19 -9 -30
right_child=-2 7 5 24 18 6 -8 8 -10 10 -12 12 -14 16 15 23 17 27 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0042878409305454361 1.1213431193666723e-05 -0.013605406760829143 0.014296082700960911 -0.0032171052294437067 0.012633724881079221 0.0010557772316506775 0.012085490315185974 -0.00042198694525837852 0.0097940871207457467 0.016133407663021768 -0.003019053486475189 0.024032150981602846 -0.0026985583592061724 0.014071223128587008 -0.0043475102950079536 0.0022829391547517057 0.010012748005796818 0.01146837763536053 -0.0025710198296337696 0.0057677745626404375 -0.0131430249408974 0.0013862291426473374 -0.003302803325876943 0.010606898571094439 0.0030537499077599346 -0.016817045963748736 -0.0032817980606072712 -0.00039705872503177755 -0.014101550810866887 -0.0020958222346939659
leaf_weight=70 1315795 52 26 386 23 465 33 4855 54 28 42 27 87 100 97 401 158 39 256 29 72 37 587 78 155 27 476 136 36 1278
leaf_count=70 1315795 52 26 386 23 465 33 4855 54 28 42 27 87 100 97 401 158 39 256 29 72 37 587 78 155 27 476 136 36 1278
internal_value=7.48634e-06 -0.000477586 0.000697832 0.00188473 0.00307601 -0.00128877 -0.00162814 -0.00103749 -0.000756224 -0.00383799 0.00464193 0.00407913 0.00458754 0.00518275 0.00338168 0.00229356 0.00781155 0.00593177 -0.00131758 0.0145738 -0.00201793 -0.00821108 -0.00137624 0.00363841 -0.00142046 -0.00490753 -0.00400834 0.00224724 -0.000848576 -0.00242475
internal_weight=1.3259e+06 10110 3262 2042 1501 1220 1194 6848 6223 625 70 1222 1152 1065 632 576 433 333 279 56 1161 109 1052 479 541 555 503 175 6169 1314
internal_count=1325905 10110 3262 2042 1501 1220 1194 6848 6223 625 70 1222 1152 1065 632 576 433 333 279 56 1161 109 1052 479 541 555 503 175 6169 1314
is_linear=0
shrinkage=0.05


Tree=408
num_leaves=31
num_cat=1
split_feature=24 94 136 105 55 80 114 73 69 109 38 7 106 101 1 74 112 59 1 34 72 125 53 92 55 115 6 113 20 85
split_gain=1.00703 2.45359 2.21119 2.51445 2.63574 3.19772 2.73717 2.64898 2.47384 2.93295 2.34913 2.12263 3.75015 2.50314 2.10781 2.36164 2.01245 2.20074 2.606 2.22278 1.98873 1.98839 1.97185 1.92557 1.86812 1.84896 2.41074 2.33304 2.42499 2.25665
threshold=171.50000000000003 -0.21220185607671735 0 -0.9879259169101714 1.0549999475479128 78.402645111083999 0.41467745602130895 0.44413483142852789 313.19059753417974 0.75191974639892589 22.349999427795414 2.0499999523162846 -0.9838433265686034 -0.79805696010589589 32.500000000000007 0.37306477129459387 0.68832838535308849 245.2812194824219 345.50000000000006 14.750000000000002 0.47439208626747137 -0.96359375119209278 2.495000004768372 0.14915194362401965 13.414999961853029 -0.19936034083366391 4.1499998569488534 0.72534674406051647 5.0950000286102304 0.81993827223777782
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 8 10 11 7 24 -6 21 -10 14 12 13 -5 15 -4 17 -13 19 -19 -8 -1 -22 -9 -7 26 -16 28 -27 -28
right_child=-2 -3 3 4 5 6 20 23 9 -11 -12 16 -14 -15 25 -17 -18 18 -20 -21 22 -23 -24 -25 -26 27 29 -29 -30 -31
leaf_value=0.0085024234685235952 5.2860378942096615e-07 -3.7345441233909858e-05 0.022927118521183731 0.0036743591632694009 0.00027156323537779733 0.0019678439916278648 0.010244686262116635 0.029644405730068685 -0.0023796834267808924 0.010884421552504296 -0.0093494280305542587 -0.0029345530265778678 -0.0019100944759945075 0.02786055286819844 -0.00043982457545160424 0.0029574985403502197 -0.0094332881125338969 -0.0058638955093920234 0.021406225256976628 0.01455108739901334 -0.0065143172149625828 -0.00085827491493350072 0.005630708342458276 0.011287531390087681 -0.0026156578170362355 -0.014972716812044382 0.0016774517019821592 0.013871366251260044 -0.0022154711714567278 0.011596677392048555
leaf_weight=58 1296315 19283 20 20 39 4448 168 20 70 103 69 336 75 23 719 57 89 40 21 20 44 2594 139 50 234 40 158 21 542 90
leaf_count=58 1296315 19283 20 20 39 4448 168 20 70 103 69 336 75 23 719 57 89 40 21 20 44 2594 139 50 234 40 158 21 542 90
internal_value=7.11203e-06 0.000295527 0.000918285 0.00136725 0.00186912 0.00224152 0.00205803 0.0107143 -0.000274676 0.00551744 -0.00031112 -0.0011996 0.00483918 0.0166112 6.75342e-05 0.00814441 -0.00260786 -0.00115111 0.00624687 0.000941099 0.00631665 -0.000653554 0.00271059 0.0165324 0.00173877 -0.000328593 0.00102637 -0.00250148 -0.00309226 0.00527717
internal_weight=1.3259e+06 29590 10307 7482 5766 5142 5033 109 2825 173 1716 624 118 43 1647 77 506 417 81 60 351 2652 183 70 4682 1570 967 603 582 248
internal_count=1325905 29590 10307 7482 5766 5142 5033 109 2825 173 1716 624 118 43 1647 77 506 417 81 60 351 2652 183 70 4682 1570 967 603 582 248
cat_boundaries=0 1
cat_threshold=3460
is_linear=0
shrinkage=0.05


Tree=409
num_leaves=31
num_cat=0
split_feature=75 25 87 31 52 101 38 123 106 25 60 104 95 134 97 30 81 52 88 12 68 72 122 70 92 105 52 85 35 107
split_gain=0.947437 2.20156 1.41053 1.78582 2.49329 2.54166 3.07154 2.83052 3.19667 1.96446 1.82081 1.7879 1.66174 1.71152 1.53989 2.21559 1.54648 1.49238 2.20398 1.58108 1.88777 1.52947 1.47495 2.51945 1.46341 1.4954 1.70713 1.88374 2.45392 1.86737
threshold=0.8999781906604768 352.50000000000006 0.86794504523277294 1012.0499877929689 21.925000190734867 0.56622081995010387 11.050000190734865 -0.66259482502937306 -0.74885633587837208 313.50000000000006 0.31024464964866644 -0.9314870536327361 0.35901103913784033 1018.7500000000001 -0.56244599819183339 1010.5499877929689 306.47065734863287 7.5250000953674325 0.020642740651965145 1.6649999618530276 316.15512084960943 0.87782877683639537 -0.26722820103168482 312.24609375000006 -0.46374891698360438 -0.98157066106796254 2.2849999666213994 0.83292987942695629 15.250000000000002 -0.93509021401405323
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 4 5 6 11 9 12 -7 -11 -4 13 -9 15 16 -12 18 24 -20 -21 -22 23 -14 25 -2 -27 -28 29 -29
right_child=1 -3 3 -5 -6 7 -8 8 -10 10 14 -13 22 -15 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=1.4652912452485945e-05 -0.0064509472469707011 -0.0052668906503145823 0.020155613390462741 -0.00014673211449708716 -0.0018761039619619346 0.0023957820040532317 -0.000862509044099321 0.0052742350237872885 -0.00067284529195223847 0.019286198585348972 0.023871814600156194 0.0044486962103595339 -0.0014456843890781916 -0.0069267611298710107 -0.0038776917535618977 0.0033454149699537086 0.010093958757599776 -0.00019695839539965291 0.015177821370983316 -0.0045887377980512144 0.0011544027552008629 0.017899638816714285 -0.0021355307416938397 0.016268642945557504 -0.00074253407289813684 -0.0041972429119733999 -0.0030541971669856838 0.0093591421110383981 -0.010891211785089512 0.00089628904354204441
leaf_weight=1281185 202 215 21 12820 646 252 1379 686 862 34 26 132 49 30 29 114 94 19875 31 51 30 25 197 34 5315 528 470 76 39 458
leaf_count=1281185 202 215 21 12820 646 252 1379 686 862 34 26 132 49 30 29 114 94 19875 31 51 30 25 197 34 5315 528 470 76 39 458
internal_value=6.75642e-06 -0.00021947 -0.000195087 0.000156153 0.00100304 0.00147523 -0.000116778 0.0024885 0.00155647 0.00564279 0.00839783 0.00660455 0.00348586 0.00476302 0.0069902 0.00833708 0.0130792 -0.000420671 -0.00103607 0.00524533 0.00234054 0.00876587 0.000219985 0.00581079 -0.00115748 -0.00240139 -0.0018807 -0.000707991 0.00121647 0.00210074
internal_weight=1.3259e+06 44720 44505 17405 4585 3939 1532 2407 1858 549 297 153 996 716 263 234 120 27100 7225 137 106 55 280 83 7088 1773 1571 1043 573 534
internal_count=1325905 44720 44505 17405 4585 3939 1532 2407 1858 549 297 153 996 716 263 234 120 27100 7225 137 106 55 280 83 7088 1773 1571 1043 573 534
is_linear=0
shrinkage=0.05


Tree=410
num_leaves=31
num_cat=0
split_feature=26 95 10 85 67 1 88 102 124 22 56 94 36 76 78 65 96 12 78 53 3 89 99 23 113 93 0 95 88 95
split_gain=1.25297 3.32218 2.24891 1.98523 2.2608 2.50342 2.44634 1.69081 2.02476 2.18787 1.66636 2.34031 1.56642 2.44934 2.11107 1.94447 2.23078 2.1779 1.79197 2.22418 3.11443 3.61629 2.21645 2.104 2.42092 1.75622 1.74968 2.14264 1.61256 1.47335
threshold=350.50000000000006 -0.58719485998153675 20.94999980926514 0.89641425013542186 9.2849998474121112 2.5000000000000004 1.0000000180025095e-35 0.82386687397956859 0.97625884413719188 6.5050001144409189 274.30781555175787 -0.77293854951858509 10.050000190734865 28.035000801086429 17.515000343322757 0.84499999880790722 -0.87938731908798207 3.4150000810623173 38.655000686645515 1.4149999618530276 331.50000000000006 -0.59260898828506459 -0.34047420322895044 5.9849998950958261 -0.33379416167736048 0.96820452809333812 55.500000000000007 -0.070226445794105516 -0.86929589509963978 0.78762888908386242
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 3 12 5 -5 7 -7 -9 -10 -2 -12 15 14 26 -3 -17 29 19 20 25 -22 -21 -20 -25 -15 27 -14 -29 -18
right_child=1 2 -4 4 -6 6 -8 8 9 -11 11 -13 13 18 -16 16 17 -19 23 22 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=4.6135109290876443e-06 -0.0063008327920037232 0.0080225109665358722 0.015655558700249952 0.014503160863899179 -0.0063056689113158582 -0.0095227693220866581 -0.012117920894072287 -0.0054695097504761717 0.002808008356911377 0.019380660393896201 0.015465560695156456 -0.0026621616355931529 0.015331385366707332 -0.0048288670846739334 -0.0033154837916039731 0.0093131709274732414 -0.012002189726169621 0.0051939443942453515 -0.0076594654880142929 -0.0043728889587024847 0.031995315449657266 0.010016901719147249 0.009015724359778687 0.019358681044763043 0.00066807853808212617 0.011604694016920082 -8.1279865050349216e-05 0.013444455668546393 0.00017892645063121956 -0.0036260666192087922
leaf_weight=1322712 388 36 22 27 271 35 45 58 117 24 21 117 42 37 378 27 105 38 58 69 27 61 56 21 99 29 637 28 126 105
leaf_count=1322712 388 36 22 27 271 35 45 58 117 24 21 117 42 37 378 27 105 38 58 69 27 61 56 21 99 29 637 28 126 105
internal_value=2.25886e-06 -0.00100113 -0.000262256 -0.000399264 -0.00297992 -3.45646e-05 -0.00144144 0.000611728 0.00239418 0.00562889 -0.00462247 9.64048e-05 0.000353156 0.000960567 -0.00021645 -0.0029046 -0.00433506 -0.00582096 0.00407953 0.00658037 0.0106024 0.0167603 0.00162521 0.00015968 0.00393893 0.00239194 0.00118983 0.00532096 0.00259084 -0.00781413
internal_weight=1.32582e+06 3104 2578 2556 577 306 279 234 199 141 526 138 1979 1668 1211 311 275 248 457 279 154 88 125 178 120 66 833 196 154 210
internal_count=1325816 3104 2578 2556 577 306 279 234 199 141 526 138 1979 1668 1211 311 275 248 457 279 154 88 125 178 120 66 833 196 154 210
is_linear=0
shrinkage=0.05


Tree=411
num_leaves=31
num_cat=0
split_feature=26 95 10 92 73 2 66 116 36 59 65 60 25 61 66 78 29 94 86 106 127 4 74 74 69 56 101 3 112 12
split_gain=1.1308 2.99826 2.02964 1.61802 1.62619 2.66615 1.44775 3.57728 2.17789 1.97898 1.93453 1.81581 1.88116 1.96087 1.85664 1.68638 1.63271 1.42553 2.39793 1.73252 3.53759 3.46454 1.40806 1.69356 1.49201 1.40137 1.3913 1.38465 1.35836 1.39786
threshold=350.50000000000006 -0.58719485998153675 20.94999980926514 -0.84402653574943531 0.49902085959911352 345.50000000000006 1.435000002384186 0.9980967938899995 10.050000190734865 320.40623474121099 0.40500000119209295 0.17275185883045199 355.50000000000006 0.54338759183883678 3.5749999284744267 40.854999542236335 1017.4500122070314 -0.84805816411972035 0.85398694872856151 -0.22017610818147657 0.96811076998710643 6.6499998569488534 0.69926825165748607 0.75638908147811901 322.17669677734381 293.32225036621099 0.14594128727912906 352.50000000000006 -0.50751903653144825 3.3349999189376835
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 6 -2 5 -5 7 17 9 28 -9 14 -13 16 -10 -11 -14 18 -3 20 -19 -22 24 -24 -6 -12 -21 -16 -8 -30
right_child=1 2 -4 4 22 -7 8 10 11 15 25 12 13 -15 27 -17 -18 19 -20 26 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=4.3828359183640936e-06 -0.0094921852159313858 0.0033369821665639229 0.014872780683535067 -0.0015083238128572702 -0.0042426446878484321 0.017367429531772029 0.00079294721205794337 -0.00034074825492834431 -0.0041027671952800059 -0.0045156520032989126 0.025074657460208982 -0.0001285259141639916 -0.011060441353803744 0.0041429070138567408 0.0040671915248116312 0.0078906100509144993 8.5317113679712247e-05 -0.00078473120954805533 -0.020007909258658238 -0.011776371978223324 0.005537832109257579 0.032784876450896262 0.0081268075881808094 -0.0049200166930850261 -0.015247397743990984 0.0077457020251313225 0.00031375878382992076 0.015917318643858799 -0.011641429456836591 0.0016393658624071141
leaf_weight=1322712 120 22 22 125 70 22 37 21 41 70 28 1138 115 43 67 45 46 69 22 25 28 20 33 101 55 20 494 39 143 23
leaf_count=1322712 120 22 22 125 70 22 37 21 41 70 28 1138 115 43 67 45 46 69 22 25 28 20 33 101 55 20 494 39 143 23
internal_value=2.14592e-06 -0.000951076 -0.000249143 -0.00439135 -0.00288371 0.00131662 -0.0003793 0.00146901 -0.00114542 -0.00490157 0.0123166 -0.000343237 -0.00092112 -0.00534255 0.00493241 0.000338972 -0.00787594 0.00036829 -0.00833546 0.000970437 0.00646676 0.0168908 -0.00526768 -0.00170699 -0.00908474 0.0178543 -0.000268617 0.00842714 -0.00787034 -0.00980132
internal_weight=1.32582e+06 3104 2578 526 406 147 2556 749 1807 318 69 1489 1342 204 147 115 161 680 44 636 117 48 259 134 125 48 519 106 203 166
internal_count=1325816 3104 2578 526 406 147 2556 749 1807 318 69 1489 1342 204 147 115 161 680 44 636 117 48 259 134 125 48 519 106 203 166
is_linear=0
shrinkage=0.05


Tree=412
num_leaves=31
num_cat=0
split_feature=26 95 10 85 60 1 35 119 30 95 116 33 98 56 94 93 82 59 28 9 76 38 89 55 42 86 121 70 88 76
split_gain=1.02055 2.70593 1.83175 1.73407 2.45832 2.19713 2.18304 2.92053 2.08541 1.47725 2.56411 1.88882 1.5214 1.47485 2.08092 1.45073 1.29527 1.49658 1.24724 1.18681 1.23015 2.19934 1.8909 1.92085 1.7842 1.85308 2.39375 1.7349 1.70898 1.64249
threshold=350.50000000000006 -0.58719485998153675 20.94999980926514 0.89641425013542186 0.2259640917181969 2.5000000000000004 11.449999809265138 0.97625884413719188 1016.4500122070314 -0.41024902462959284 0.9238443672657014 11.84999990463257 -0.80726253986358631 274.30781555175787 -0.77293854951858509 0.92863643169403087 345.88992309570318 207.95353698730472 1020.3500061035157 19.94999980926514 28.035000801086429 10.34999990463257 -0.20785529911518094 0.59499999880790722 2.2500000000000004 0.9021156132221223 -0.061046212911605828 298.96641540527349 -0.87600004673004139 16.804999351501468
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 13 3 9 6 -6 -5 -8 -9 10 12 -12 -3 18 -15 16 -16 -18 -2 20 29 22 28 -24 25 27 -27 -23 -22 -11
right_child=1 2 -4 4 5 -7 7 8 -10 19 11 -13 -14 14 15 -17 17 -19 -20 -21 21 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=4.1636937333541695e-06 -0.0064947076897732096 0.0087409751268015031 0.014129141783765096 -0.005673293098807335 0.0073022615888880364 -0.0055808869215784734 0.021179956756532194 0.009482215881785926 -0.0097679345868527893 0.00046248741254677797 0.0012517006912579141 0.020026226378222173 -0.0083758863675243711 0.014760102415900856 -0.0059124598569340178 -0.014237649175560191 0.015176380433790063 -0.002036830513472004 0.0050514673292636871 -0.011537774787707763 0.0068351596780121329 0.014003184245360135 -0.0084447748214006423 0.010311127345749113 -0.0034950894697640951 0.02536009490140714 0.0030091204599517842 0.0025423917284656673 -0.0092606013544161425 -0.0034537584399093888
leaf_weight=1322712 363 21 22 45 36 410 28 34 24 879 21 37 34 21 45 21 23 28 25 22 20 38 20 43 65 25 23 252 94 385
leaf_count=1322712 363 21 22 45 36 410 28 34 24 879 21 37 34 21 45 21 23 28 25 22 20 38 20 43 65 25 23 252 94 385
internal_value=2.03862e-06 -0.000903522 -0.000236686 -0.000360335 -0.00277223 -0.00454099 0.00324966 0.00791865 0.00151664 0.00034288 0.00589413 0.0132286 -0.00184036 -0.00417178 0.000267654 -0.00233355 0.000270467 0.00572599 -0.00575075 6.71119e-06 0.000144444 0.0020509 -0.00259497 0.00435687 0.0040914 0.00555034 0.0146503 0.00404415 -0.00643678 -0.000730356
internal_weight=1.32582e+06 3104 2578 2556 577 446 131 86 58 1979 113 58 55 526 138 117 96 51 388 1866 1844 580 177 63 403 338 48 290 114 1264
internal_count=1325816 3104 2578 2556 577 446 131 86 58 1979 113 58 55 526 138 117 96 51 388 1866 1844 580 177 63 403 338 48 290 114 1264
is_linear=0
shrinkage=0.05


Tree=413
num_leaves=31
num_cat=0
split_feature=16 70 56 111 58 11 61 62 61 0 93 59 3 31 98 2 65 101 62 3 31 86 26 76 29 70 85 29 37 127
split_gain=0.983155 4.37489 2.91478 2.14239 2.01221 2.64282 2.29157 2.21929 2.70434 2.01618 2.00583 2.3442 2.63488 2.37539 2.77434 2.62027 2.60354 3.40907 2.73713 2.13589 2.08233 2.02734 2.28045 2.01185 1.99964 2.26229 2.44411 1.93376 2.30455 2.91756
threshold=6.9049999713897714 299.62879943847662 204.6040954589844 -0.39714199304580683 181.21098327636722 16.349999427795414 0.3989671021699906 0.39479148387908941 0.34316430985927587 317.50000000000006 -0.94447341561317433 214.05415344238284 349.50000000000006 1015.3500061035157 -0.98992776870727528 48.500000000000007 0.25499999523162847 -0.38726225495338434 0.30532447993755346 344.50000000000006 1009.2500000000001 0.85459133982658397 305.50000000000006 4.1150000095367441 1016.0499877929689 267.64337158203131 0.8592931628227235 1013.4500122070314 12.550000190734865 0.7933231294155122
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 3 -3 6 -6 7 -5 -9 -7 11 13 19 16 24 21 17 -1 20 -13 -18 22 -16 -20 -15 26 -26 -8 -29 -30
right_child=-2 2 -4 4 5 9 27 8 -10 -11 -12 12 -14 14 15 -17 18 -19 23 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.02013069474384846 1.5484809071563922e-05 0.010091165065943429 -0.00058601047603586435 -0.0072664591862458706 -0.0021317547574785148 0.017130514444603073 -0.0072369221912231309 0.0093872993001360046 -0.010787142981560185 0.00070373748845242441 1.7911078378061293e-05 0.00033937895083212114 -0.011425707112759987 -0.0035953956236623509 0.0024599257198725504 -0.0047087436954786465 0.0080208423406337246 -0.0036668275355219121 -0.005458381329942176 0.012288063421453301 -0.0049771303845874935 -0.0029865408431158052 0.022561347617634706 0.00070174595785678774 0.0018228330226107078 0.0011220082974485943 0.024273829851989392 -0.0052334299828443263 0.023817664702181465 -0.0013783556874841453
leaf_weight=34 1206373 34 8579 518 2217 31 40 46 26 47 101577 2371 47 106 43 1257 33 27 146 38 465 77 21 1438 22 102 27 27 27 20
leaf_count=34 1206373 34 8579 518 2217 31 40 46 26 47 101577 2371 47 106 43 1257 33 27 146 38 465 77 21 1438 22 102 27 27 27 20
internal_value=1.93669e-06 -0.000134899 -0.00105703 -0.00238933 -0.00253082 -0.0018135 -0.00486924 -0.00612318 0.00210208 0.00723233 -3.55979e-05 -0.000904686 0.000299107 -0.00168313 -0.00310602 -0.00398375 -0.000584252 0.00959737 -0.00088256 0.00052786 -0.00411582 0.00247944 0.0090557 0.000133956 0.00166859 0.00536384 0.0141938 0.00162044 0.00640821 0.013096
internal_weight=1.32582e+06 119443 11612 3033 2999 2295 704 590 72 78 107831 6254 2456 3798 1655 1398 2143 61 2082 2409 498 141 64 1584 257 151 49 114 74 47
internal_count=1325816 119443 11612 3033 2999 2295 704 590 72 78 107831 6254 2456 3798 1655 1398 2143 61 2082 2409 498 141 64 1584 257 151 49 114 74 47
is_linear=0
shrinkage=0.05


Tree=414
num_leaves=31
num_cat=1
split_feature=75 61 57 98 52 136 11 74 35 67 36 69 52 83 18 18 31 67 89 125 33 23 53 27 123 67 101 95 36 25
split_gain=0.960205 1.8371 4.01958 3.68435 3.29514 2.90371 2.80904 3.51525 2.93751 4.69751 2.72003 2.59031 2.58232 2.54133 2.45418 3.49745 3.16803 3.02701 3.02422 3.46223 2.82434 3.63896 2.55643 5.16168 2.4168 2.38353 2.85755 2.64938 2.40091 2.31623
threshold=0.86120891571044933 0.46908465027809149 163.94155120849612 -0.37309581041336054 7.6449999809265146 0 8.4499998092651385 0.47851732373237615 17.050000190734867 2.4150000810623173 13.650000095367433 200.24772644042972 27.045000076293949 153.78969573974612 14.039999961853029 11.120000362396242 1023.3500061035157 84.545001983642592 -0.041213503107428544 -0.095842104405164705 20.849999427795414 6.9049999713897714 9.4749999046325701 208.50000000000003 -0.66259482502937306 9.0250000953674334 0.34876929223537451 -0.88136649131774891 16.650000572204593 318.50000000000006
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 4 11 14 -1 6 7 -5 -9 -10 -8 12 -3 -7 15 18 22 -18 20 -20 -4 -22 23 -17 -21 26 -6 -28 -27 -13
right_child=-2 2 3 5 25 13 10 8 9 -11 -12 29 -14 -15 -16 16 17 -19 19 24 21 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-9.1652281043807293e-07 -0.00013414593965125956 -0.002423712709007196 -8.8746500483206562e-05 0.0035984245503502769 -0.00074746317792037155 -0.0044943764758012868 -0.00012143778852210625 0.00033225681739803675 0.0019534912622306325 -0.022009666030032515 -0.0051237670957281697 0.0027313403990095629 0.0084971068932645725 -0.0010446747423643618 -7.5101480053209422e-05 -0.00079139580311047935 -0.00040040709583583133 0.0080071255403001695 0.0043781916644133846 0.0026160988385937234 0.02078042820700117 -0.0012486662715673448 0.00031477531796656502 0.0010315401007458839 -0.00047388764759981528 -0.00080163746704751439 0.0020550570641298944 2.8555446136009514e-05 -0.0030582193598031673 0.0082844704226664699
leaf_weight=887151 118236 351 73497 1056 10147 575 1138 1222 43 39 357 919 64 7464 84353 4361 12265 108 771 967 37 38 59865 35442 1831 12182 2036 7760 1305 236
leaf_count=887151 118236 351 73497 1056 10147 575 1138 1222 43 39 357 919 64 7464 84353 4361 12265 108 771 967 37 38 59865 35442 1831 12182 2036 7760 1305 236
internal_value=1.83986e-06 1.51544e-05 0.000125605 0.000111728 -1.92796e-05 -0.00074975 0.000378835 0.00145406 -0.000282484 -0.00944362 -0.00131597 0.00264862 -0.000739538 -0.00128981 0.000149187 0.000249193 0.000427579 -0.00032702 -9.89759e-06 0.00141151 -7.88503e-05 0.00961902 0.000521256 0.000831811 0.000594024 -0.000506591 -0.000159395 0.000449743 -0.00101998 0.00386601
internal_weight=1.32582e+06 1.20758e+06 286999 285429 920581 11894 3855 2360 1304 82 1495 1570 415 8039 273535 189182 112041 12373 77141 3569 73572 75 99668 39803 2798 33430 19943 9796 13487 1155
internal_count=1325816 1207580 286999 285429 920581 11894 3855 2360 1304 82 1495 1570 415 8039 273535 189182 112041 12373 77141 3569 73572 75 99668 39803 2798 33430 19943 9796 13487 1155
cat_boundaries=0 1
cat_threshold=534
is_linear=0
shrinkage=0.05


Tree=415
num_leaves=31
num_cat=0
split_feature=18 79 58 106 84 10 121 33 17 101 79 38 25 81 35 31 69 42 100 75 63 117 112 11 56 60 67 94 79 19
split_gain=0.925865 2.33131 1.73832 1.329 1.23735 1.05352 1.39489 1.32105 0.869041 2.11638 2.52398 2.94649 2.9356 1.68362 1.6656 1.88301 1.53999 1.51873 1.41827 1.40011 1.36287 1.20111 1.22491 1.14903 1.08079 4.40645 4.09344 3.94443 3.85731 3.7885
threshold=3.6349999904632573 1.1649999618530276 179.87569427490237 -0.99345615506172169 0.80193427205085765 7.6499998569488534 -0.9366365075111388 14.050000190734865 18.219999313354496 0.012895150575786831 1.4750000238418581 17.050000190734867 210.50000000000003 322.67251586914068 22.050000190734867 1018.6499938964845 193.01789855957034 10.050000190734865 0.27576853334903723 0.75490614771842968 0.31511652469635015 0.2503704726696015 -0.96811076998710621 6.1499998569488534 232.28020477294925 0.24176140129566195 2.8249999284744267 0.051924528554081924 19.314999580383304 10.405000209808351
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 -1 -5 -4 -7 -8 24 10 11 -10 13 14 15 16 23 -13 19 21 -14 22 -18 -12 26 27 -2 28 -26 -28
right_child=8 2 5 4 -6 6 7 -9 9 -11 12 17 20 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.010611525898868289 1.7043405619514941e-05 -0.013890166593522863 -0.01138355046743527 -3.7391087784376212e-05 -0.0086942205453912416 -0.0084222479442627556 -0.0015921977687288415 0.014693091353401543 -0.0024267723258437372 -0.00011357187007006141 0.0066841065849770204 -0.013732302683528583 -0.0052954173678286184 -0.011435737147588623 -0.011189494831931025 -0.0050217981745917656 -0.0050950770292224161 -0.0024975527166610674 0.013303224174606224 -0.010363683663308622 -0.0012836626744615186 -0.0070891362282314479 0.0046223209317953718 0.019992878344719828 0.0011359686495535568 4.0771074382367493e-05 -5.4698513818790857e-05 -0.00010295472963723868 0.0039274413446414224 -0.00060200256924338976
leaf_weight=27 721793 58 30 499 45 34 33 20 457 19398 55 106 242 22 21 63 36 42 31 21 1691 28 327 23 5498 439186 74006 4703 1597 55206
leaf_count=27 721793 58 30 499 45 34 33 20 457 19398 55 106 242 22 21 63 36 42 31 21 1691 28 327 23 5498 439186 74006 4703 1597 55206
internal_value=-2.51436e-06 -0.00176349 -0.00681242 -0.000216089 -0.000753489 -0.00330379 -0.000517668 0.00455319 -1.52256e-06 -0.000309175 -0.00150801 -0.00441249 -0.000821601 0.0021513 0.00264538 0.00314286 0.00413014 -0.0105441 0.00298949 0.00221345 -0.00178591 0.00288895 0.00365861 0.0106085 3.80895e-06 6.63872e-05 -2.9354e-05 0.00101996 0.0017643 -0.000288535
internal_weight=1.3253e+06 746 175 571 544 117 87 53 1.32455e+06 22563 3165 605 2560 627 605 584 521 148 443 412 1933 391 363 78 1.30199e+06 450984 851005 11798 7095 129212
internal_count=1325298 746 175 571 544 117 87 53 1324552 22563 3165 605 2560 627 605 584 521 148 443 412 1933 391 363 78 1301989 450984 851005 11798 7095 129212
is_linear=0
shrinkage=0.05


Tree=416
num_leaves=31
num_cat=3
split_feature=72 17 68 92 68 136 22 16 136 1 57 121 54 57 88 16 60 16 65 116 57 24 72 67 79 136 22 83 61 84
split_gain=0.840749 4.06849 2.81681 3.33167 4.689 4.14682 3.09203 3.4747 2.88487 4.20935 5.41309 2.8151 3.75428 2.8752 2.81138 4.44148 3.21287 3.91114 3.52324 3.19709 6.35705 4.29806 2.86264 2.81683 2.73442 4.97532 3.15938 3.00618 2.98126 2.6993
threshold=0.72085955739021312 11.120000362396242 192.338737487793 -0.049238203093409531 277.89253234863287 0 8.3249998092651385 14.039999961853029 1 1.0000000180025095e-35 320.47482299804693 -0.5663846731185912 14.864999771118166 260.70123291015631 -0.68273320794105519 14.039999961853029 0.24610844254493716 11.775000095367433 3.4150000810623173 -0.64942333102226246 234.00138092041018 260.50000000000006 0.42392945289611822 10.875000000000002 17.304999351501468 2 6.8250000476837167 215.11972808837893 0.5629434883594514 0.75290682911872875
decision_type=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 1 2 2 2 2
left_child=14 24 -3 4 -4 6 29 11 -5 10 -10 12 -8 -14 15 16 -1 22 -19 23 21 -21 -18 -17 25 26 27 -2 -27 -6
right_child=1 2 3 8 5 -7 7 -9 9 -11 -12 -13 13 -15 -16 19 17 18 -20 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0013073246635000879 -0.002400188237122858 -0.0027878725959326386 -5.1465573928713883e-05 0.00012045782247335981 -0.0011731905114728981 0.0002357518495122424 0.0041900894458778625 9.2757779208177277e-05 0.0021271308239199614 -0.00039307112763104635 0.023318396286377985 0.002830763634084734 0.018652260520260221 0.0073845206865318716 -1.706844331192906e-05 0.00091912671472346415 0.00084274947814077345 0.00012810647954152212 0.0010966756748152626 -0.00072378762851957616 -0.00018004401296900572 -0.003888845253054394 -3.7268644451602952e-05 -0.0037655396272991007 -1.0298261676018085e-05 -0.00076440508398565145 -0.0001112263516128533 0.002622565512842288 -0.00013567474715427998 0.0015385829485602661
leaf_weight=8348 335 857 20235 122970 1039 9338 447 659 1080 50245 31 1167 96 138 789734 7131 10738 15881 22968 2251 30892 2049 66290 336 62530 54404 3707 2690 28854 7858
leaf_count=8348 335 857 20235 122970 1039 9338 447 659 1080 50245 31 1167 96 138 789734 7131 10738 15881 22968 2251 30892 2049 66290 336 62530 54404 3707 2690 28854 7858
internal_value=-2.38864e-06 -6.65378e-05 7.29827e-05 8.43701e-05 0.000490053 0.00101834 0.00165748 0.00320992 -1.09897e-05 -0.000325696 0.00271843 0.00432151 0.00687614 0.0120072 2.23344e-05 0.000208798 0.000359955 0.000291704 0.000700736 -0.000231378 -0.000430763 -0.00223197 8.54093e-05 0.000708326 -0.000264274 -0.00044075 0.000865963 0.00206633 -0.000546446 0.0012219
internal_weight=1.3253e+06 368680 216160 215303 40977 20742 11404 2507 174326 51356 1111 1848 681 234 956618 166884 124225 115877 38849 42659 35192 4300 77028 7467 152520 89990 6732 3025 83258 8897
internal_count=1325298 368680 216160 215303 40977 20742 11404 2507 174326 51356 1111 1848 681 234 956618 166884 124225 115877 38849 42659 35192 4300 77028 7467 152520 89990 6732 3025 83258 8897
cat_boundaries=0 1 2 3
cat_threshold=630 1937 48
is_linear=0
shrinkage=0.05


Tree=417
num_leaves=31
num_cat=0
split_feature=18 79 62 11 90 78 106 92 93 56 19 67 20 53 3 77 25 31 106 31 93 111 2 31 28 79 68 104 35 28
split_gain=0.835308 2.10884 2.3171 1.25269 1.53478 1.23173 1.19907 1.14994 0.86064 3.53073 3.91382 3.95791 5.4191 4.93118 4.54725 4.27956 3.69866 3.51458 3.54115 3.44474 3.42247 3.59646 3.39406 3.29203 2.98674 3.63286 3.97514 2.98599 3.12961 3.05904
threshold=3.6349999904632573 1.1649999618530276 0.37537813186645513 7.0499999523162851 -0.96811270713806141 3.1250000000000004 -0.99345615506172169 0.40063324570655828 -0.088926088064908967 232.28020477294925 10.405000209808351 6.3550000190734872 6.5350000858306894 4.7349998950958261 242.50000000000003 1.235000014305115 175.50000000000003 1008.3500061035157 -0.98179361224174488 1016.7500000000001 -0.69440311193466175 0.8116702437400819 334.50000000000006 1021.4500122070314 1013.7500000000001 1.6150000095367434 283.35943603515631 -0.97838512063026417 7.3500001430511483 1021.1499938964845
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 6 5 4 -4 -3 -1 -8 9 10 22 12 16 14 24 -15 -12 18 -17 -18 -16 -22 -2 27 -13 26 -26 28 -14 -30
right_child=8 2 3 -5 -6 -7 7 -9 -10 -11 11 13 23 15 20 17 19 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.010081532632035239 0.00023551326908023758 -0.014687683360651136 -0.0038461016870483208 -0.0090220187145930077 0.013346559771336617 -0.0012330758385360242 -0.0070092689944437851 0.00012576956408225058 -2.389194031644146e-05 0.00027440568666977082 0.00090711840278956998 -0.0018760955517238772 -0.014581442242249465 -0.0080693720826140701 -0.0035879509975070365 -0.0085480799345532439 -0.001052366857187537 -0.00033548608792302256 0.0032041538823748758 0.00014723491135277931 -0.0014413434432323975 0.0091858831374535734 -0.00080110075227110339 -0.0031520144574077036 0.0021759706055520162 7.5104407006627475e-05 0.023064697039727536 0.00073379347599513399 -0.00022814652211803496 -0.0079434897920129238
leaf_weight=27 92080 75 27 26 25 22 64 480 1008449 127122 3921 2712 39 169 3492 68 21947 11053 1117 8228 1950 83 8637 645 62 3174 36 22775 6662 131
leaf_count=27 92080 75 27 26 25 22 64 480 1008449 127122 3921 2712 39 169 3492 68 21947 11053 1117 8228 1950 83 8637 645 62 3174 36 22775 6662 131
internal_value=-2.26907e-06 -0.00167491 -0.0064769 -6.09389e-05 0.0044196 -0.0116361 -0.000203192 -0.000713647 -1.32703e-06 7.06608e-05 -6.63925e-05 -0.000309457 -0.000105335 -0.000858661 -0.00160411 -0.00016717 -0.000537542 -5.80452e-05 0.00252976 -0.000725264 -0.00263843 -0.00100747 0.000146618 0.00038179 -0.000649123 0.000367855 0.00984938 0.000458775 -0.000458019 -0.000376934
internal_weight=1.3253e+06 746 175 78 52 97 571 544 1.32455e+06 316103 188981 88264 64348 23916 11509 12407 34096 12238 1185 30175 5525 2033 100717 30252 5984 3272 98 29607 6832 6793
internal_count=1325298 746 175 78 52 97 571 544 1324552 316103 188981 88264 64348 23916 11509 12407 34096 12238 1185 30175 5525 2033 100717 30252 5984 3272 98 29607 6832 6793
is_linear=0
shrinkage=0.05


Tree=418
num_leaves=31
num_cat=1
split_feature=3 136 26 2 92 39 39 53 12 88 113 33 116 99 18 60 99 76 60 112 13 18 85 90 122 90 54 7 88 106
split_gain=0.848014 2.71147 2.96544 2.96071 5.52539 7.18429 6.02661 4.52064 4.26103 3.04709 3.19303 3.01685 2.67105 3.03033 2.56383 2.52075 4.59108 4.07084 2.49794 2.51792 2.46079 2.84924 2.37911 3.29805 4.72472 3.25261 3.23043 3.06276 2.79629 2.35984
threshold=110.50000000000001 0 246.50000000000003 6.5000000000000009 0.14039815962314608 13.84999990463257 20.150000572204593 0.30500000715255743 3.5049999952316289 -0.17478485405445096 -0.86159634590148915 9.2500000000000018 0.608738273382187 -0.99794420599937428 8.7100000381469744 0.65565240383148204 -0.26063543558120722 0.99500000476837169 0.31268417835235601 -0.87878364324569691 1.575000047683716 10.405000209808351 0.88082098960876476 -0.65018481016159047 0.026175950653851036 -0.88078463077545155 0.9350000023841859 5.2500000000000009 -0.89157435297965992 -0.94039008021354664
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 15 4 5 7 -7 -1 11 10 -8 -9 14 -14 18 16 20 -17 -13 -20 21 -3 23 24 -15 -26 -24 28 -28 -18
right_child=-2 2 -4 -5 -6 6 9 8 -10 -11 -12 12 13 22 -16 17 29 -19 19 -21 -22 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0034441617862340291 1.7458655789566888e-05 0.0027442536115798296 -0.0001517849659605531 -6.2839337947072737e-05 5.134043735055778e-05 -1.5786711152412594e-05 0.022906953101423946 -0.0094967730974571587 0.020422836126306576 0.0012331598026691336 0.0071181789560918751 -0.004362557506040806 0.020672761152587451 0.00237264193239471 0.003901208973553151 -0.0076643055045189194 0.0080584434652200311 0.00058982392565526507 -0.0022897262886288302 0.0038193047948569406 -0.00072531737397948015 -0.0028843315104546451 0.014387195909638767 -0.0016371808681808018 0.009928650323402238 0.033872675231617431 -0.0020914053209708074 0.00097246779816801505 0.020161162339112103 -1.0639086354822115e-05
leaf_weight=247 1068358 236 126806 82614 22118 6009 37 45 37 209 238 192 34 142 1874 156 93 3518 241 562 2618 4754 138 207 37 23 20 162 48 3525
leaf_count=247 1068358 236 126806 82614 22118 6009 37 45 37 209 238 192 34 142 1874 156 93 3518 241 562 2618 4754 138 207 37 23 20 162 48 3525
internal_value=-2.15562e-06 -8.37119e-05 -0.000230174 9.64073e-05 0.000499748 0.00144413 0.000416533 0.00310842 0.00353864 0.00578391 0.00924249 0.00337093 0.00352828 0.0060619 0.00281209 -0.000897453 -0.0012695 0.000239349 0.000760818 0.00198583 -0.00196679 -0.00261813 0.00542256 0.00279817 0.0073433 0.0191072 0.00833935 0.00471064 0.0136163 0.000196775
internal_weight=1.3253e+06 256940 141706 115234 32620 10502 6493 4009 3762 484 275 3725 3680 811 2869 14900 11226 3674 995 803 7608 4990 777 409 202 60 368 230 68 3618
internal_count=1325298 256940 141706 115234 32620 10502 6493 4009 3762 484 275 3725 3680 811 2869 14900 11226 3674 995 803 7608 4990 777 409 202 60 368 230 68 3618
cat_boundaries=0 1
cat_threshold=3192
is_linear=0
shrinkage=0.05


Tree=419
num_leaves=31
num_cat=0
split_feature=90 85 84 116 31 60 104 24 37 94 72 60 57 39 59 105 5 61 94 94 31 19 74 113 60 37 63 3 55 124
split_gain=0.804728 2.36008 3.43553 3.49741 3.44293 3.13824 3.57002 2.44591 2.28288 2.13945 2.13897 2.13392 2.07773 2.05184 1.94196 1.94056 1.72615 1.69042 1.68546 2.26497 2.38343 1.61701 1.72203 2.10699 2.46932 2.2223 2.07295 1.95208 2.57533 1.86955
threshold=0.93039727210998546 0.84609135985374462 0.87605780363082897 0.9170251488685609 1014.6499938964845 0.25438477098941809 -0.83033823966979969 309.50000000000006 11.34999990463257 -0.12718462944030759 0.81170916557312023 0.29367391765117651 232.37802886962893 10.84999990463257 218.09943389892581 -0.67635366320610035 1.9499999880790713 0.46659608185291296 -0.033801466226577752 0.10005017742514612 1012.8500061035157 5.7200000286102304 0.34127472341060644 0.50751903653144848 0.28021506965160375 11.34999990463257 0.28002101182937628 343.50000000000006 2.1950000524520878 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 21 3 5 -5 6 -3 16 -6 12 13 -9 -8 -7 -12 -11 -4 -15 -18 -20 -21 -2 29 24 25 26 -24 -26 -29 -23
right_child=1 2 7 4 8 10 9 11 -10 15 14 -13 -14 17 -16 -17 18 -19 19 20 -22 22 23 -25 27 -27 -28 28 -30 -31
leaf_value=-3.1578108305924868e-07 -0.0084624495040625334 0.021512919516719291 0.014754733297741041 0.030886411950701759 0.017979126614296719 -0.014346523120485503 0.024311253540217875 -0.008877827331706379 -0.0050684244033287872 0.0059554486707048982 0.019534635815458994 -0.00135143916878559 0.0015202049235813319 -0.0014307538485333611 0.0017054579364845441 -0.01090175740687447 -0.0040912771824514497 0.012595797471864068 0.01495159498063495 0.01259573565912433 -0.0067022127783275213 0.00098015820374712341 -0.0074850646458799021 0.012427112006622812 -0.0019312690113834994 -0.0079902130868839249 0.0097871079673304377 0.015744845984767924 -0.0050287352334707977 0.017401078920811414
leaf_weight=1322684 100 38 24 21 21 29 20 159 22 38 24 231 20 325 42 31 100 23 37 24 48 130 32 23 628 304 38 37 25 20
leaf_count=1322684 100 38 24 21 21 29 20 159 22 38 24 231 20 325 42 31 100 23 37 24 48 130 32 23 628 304 38 37 25 20
internal_value=-2.04784e-06 -0.00087847 0.000658804 0.00319001 0.0142917 0.00198575 0.00831614 -0.00199835 0.00618736 0.00371543 -0.000114854 -0.00441989 0.0129157 -0.00156854 0.0081888 -0.00161808 0.00205488 -0.000503712 0.00059652 0.00489725 -0.000269563 -0.00234676 -0.00185236 -0.00254536 -0.00286902 -0.00614074 0.00189126 -0.00109565 0.0073684 0.00316961
internal_weight=1.3253e+06 2614 1277 654 64 590 147 623 43 109 443 390 40 377 66 69 233 348 209 109 72 1337 1237 1087 1064 374 70 690 62 150
internal_count=1325298 2614 1277 654 64 590 147 623 43 109 443 390 40 377 66 69 233 348 209 109 72 1337 1237 1087 1064 374 70 690 62 150
is_linear=0
shrinkage=0.05


Tree=420
num_leaves=31
num_cat=0
split_feature=71 111 8 110 119 75 123 21 6 55 78 68 15 13 29 60 56 83 31 63 88 123 63 15 61 55 52 118 75 84
split_gain=1.15287 2.21175 4.17346 2.68225 2.93732 6.96498 3.58501 3.35379 2.68651 2.63507 2.42589 2.37941 2.71667 4.15871 3.15095 2.91197 3.01286 3.58255 2.76921 2.73206 2.61224 2.80088 2.83962 2.37787 2.29083 2.28049 2.69888 2.30911 3.03831 4.17095
threshold=321.49378967285162 0.85128143429756176 16.150000572204593 0.68705722689628612 0.95878320932388317 0.47501380741596227 -0.35019405186176294 5.5650000572204599 0.75000000000000011 5.3550000190734872 8.3550000190734881 324.69395446777349 1.825000047683716 1.2450000047683718 1019.3500061035157 0.25033603608608251 297.03028869628912 318.60975646972662 1015.9500122070314 0.37925140559673315 -0.8352578580379485 -0.11319890245795249 0.33687680959701544 3.2749999761581425 0.27427051961421972 5.0450000762939462 12.414999961853029 0.78257837891578685 0.27931985259056097 0.88862803578376781
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 4 7 -6 -7 -3 10 23 -9 25 13 -13 15 24 18 -18 -17 -19 -16 -22 -23 -4 -15 27 -27 28 29 -2
right_child=1 2 9 -5 5 6 -8 8 -10 -11 -12 12 -14 14 20 16 17 19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.7274951979918356e-06 0.0040396006354554139 -0.011604284936481198 0.0033909972640831262 -0.00051748604266094558 0.035456865674562077 0.017527714239493494 -0.0037342076647010718 0.0010046519006469421 0.0012480085321685027 -0.00042376957962535016 0.023663313569570032 -0.0042166547205609575 0.0010804637631042044 0.0050138264594058839 0.022649643431595042 0.0059794863297151987 0.0031264215264944178 0.030702970814750055 -0.0039791578306941338 0.0085317298769950877 0.0029404735302058869 0.031755291847955613 0.0054303605016320948 0.010962229679405158 -0.012905516312457621 0.0021024119886964318 -0.00010615223350520029 -0.0012008654514917391 0.00032232636546367045 0.027888427894901147
leaf_weight=1294044 110 46 400 13086 22 31 55 21 410 311 27 120 2702 31 42 249 51 33 97 24 83 21 20 140 42 3220 2425 3194 4676 22
leaf_count=1294044 110 46 400 13086 22 31 55 21 410 311 27 120 2702 31 42 249 51 33 97 24 83 21 20 140 42 3220 2425 3194 4676 22
internal_value=5.71427e-07 0.000298422 -0.000155102 -0.000366178 0.00286915 0.0103521 0.00392997 0.00126566 0.00255828 0.00324244 0.0137501 0.000682894 0.00184294 0.00437704 0.00586512 0.0039729 0.00546326 0.0127538 0.00318761 0.0213677 0.0118724 0.008222 0.0189139 0.00535391 -0.00529593 0.000384105 0.00115365 -0.000158768 0.000533507 0.00801441
internal_weight=1.32576e+06 31711 14549 13698 612 108 86 504 458 851 48 17162 3515 813 693 527 454 108 346 57 166 124 41 540 73 13647 5645 8002 4808 132
internal_count=1325755 31711 14549 13698 612 108 86 504 458 851 48 17162 3515 813 693 527 454 108 346 57 166 124 41 540 73 13647 5645 8002 4808 132
is_linear=0
shrinkage=0.05


Tree=421
num_leaves=31
num_cat=1
split_feature=71 110 87 119 75 78 26 40 31 69 136 58 75 24 97 54 75 63 39 32 34 61 5 55 24 77 0 57 60 12
split_gain=1.04046 2.00981 2.64279 3.40757 5.01794 4.18813 2.42811 2.37732 2.34423 2.50746 1.96194 2.90796 2.46255 2.26713 2.65945 2.20351 3.6008 2.55424 2.21671 2.02954 1.95738 1.98139 1.92064 1.85916 3.27975 3.66731 2.78756 2.53649 1.84474 2.13078
threshold=321.49378967285162 0.75511658191680919 0.83089876174926769 0.95878320932388317 0.47501380741596227 2.5249999761581425 318.50000000000006 12.949999809265138 1018.8500061035157 325.97186279296881 0 204.20866394042972 0.2970180362462998 313.50000000000006 -0.88875386118888844 1.1649999618530276 0.7532351315021516 0.36311630904674536 11.050000190734865 18.050000190734867 15.84999990463257 0.40271677076816564 8.5500001907348651 1.485000014305115 327.50000000000006 6.7449998855590829 323.50000000000006 278.48559570312506 0.55840253829956066 1.3550000190734866
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 2 6 5 -5 -4 23 10 -8 -10 11 19 13 14 -12 16 17 22 -18 20 21 -7 -14 -2 -25 27 -27 -26 29 -11
right_child=1 -3 3 4 -6 7 8 -9 9 28 12 -13 15 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-6.3911199568685913e-06 -0.001770725321232674 -5.3627363118055796e-06 0.023083868792111224 0.029176439703083958 0.004519955794326961 -0.0080306497361996906 -0.0027650144372338985 0.01482521357247606 -0.00090839053388349755 0.0017465259879827499 0.0062268038357918467 0.00064711799706168702 -0.012606848956169031 -0.0032098019052119483 0.02855719393119216 0.0019964539875217944 -0.0095576578395492919 0.0034229191267216696 0.0036964213775525639 0.010213759723341181 -0.01644338250748421 0.0013521337939279253 0.00052384407188381171 0.00088646937127729577 0.025595717621632874 -0.0019607742882061115 0.016562031529395393 0.0043628716883672911 0.0014615013550386812 0.021028369776659499
leaf_weight=1294044 563 20772 22 26 100 138 1211 32 296 23 30 1672 123 21 24 3864 36 49 255 21 38 95 36 1995 39 82 27 22 61 38
leaf_count=1294044 563 20772 22 26 100 138 1211 32 296 23 30 1672 123 21 24 3864 36 49 255 21 38 95 36 1995 39 82 27 22 61 38
internal_value=5.42856e-07 0.0002835 0.000832021 0.00146433 0.0096078 0.00130539 -0.000123186 0.00123093 -0.00165065 0.00157779 0.00116297 -0.000156107 0.00174315 0.0107303 0.0161514 0.00159265 -0.00153417 -0.00655799 0.00205674 -0.00476074 -0.00592113 -0.00420505 -0.00963386 0.000788928 0.00145456 0.00812122 0.00262744 0.017938 0.00760983 0.0137582
internal_weight=1.32576e+06 31711 10939 6582 126 6456 4357 6434 1629 418 6402 1964 4438 75 54 4363 499 208 291 292 271 233 159 2728 2165 170 109 61 122 61
internal_count=1325755 31711 10939 6582 126 6456 4357 6434 1629 418 6402 1964 4438 75 54 4363 499 208 291 292 271 233 159 2728 2165 170 109 61 122 61
cat_boundaries=0 1
cat_threshold=5252
is_linear=0
shrinkage=0.05


Tree=422
num_leaves=31
num_cat=4
split_feature=93 12 15 14 12 136 108 59 79 64 12 77 95 67 32 95 53 36 86 62 136 136 32 31 100 136 39 113 85 31
split_gain=1.00293 3.01104 4.04789 3.97987 4.31914 3.93312 4.22765 7.25607 6.15792 4.3342 5.13504 4.29834 3.89867 3.83553 4.61685 4.96958 4.04135 4.78644 4.16444 3.95432 5.05748 3.94647 3.73643 4.50844 3.70051 3.6777 3.65066 4.64409 3.63192 3.62539
threshold=-0.10870728641748427 2.5249999761581425 2.0149999856948857 1.4950000047683718 1.9149999618530276 0 0.14352346956729892 228.12005615234378 2.1149998903274541 5.0150001049041757 1.185000002384186 0.79500001668930065 0.7107686996459962 17.914999961853031 12.449999809265138 -0.65440243482589711 1.6250000000000002 15.84999990463257 0.86889252066612255 0.29032795131206518 1 2 10.250000000000002 1022.7500000000001 -0.68797546625137318 3 17.349999427795414 -0.66259482502937306 0.83024910092353832 1015.4500122070314
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 1 2 2 2 2
left_child=1 3 24 4 5 6 7 -1 9 -9 -11 -8 -7 14 15 21 -16 18 -18 20 -17 -5 23 -23 -3 -20 -15 -28 -22 -30
right_child=-2 2 -4 13 -6 12 11 8 -10 10 -12 -13 -14 26 16 19 17 -19 25 -21 28 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0031015117356045234 -2.3561295306578239e-05 0.0027063826028504486 -0.00018908386977926393 0.00018035308766371324 -0.0026139163295765501 0.00023120144209608912 -0.0052490019275604578 0.0012398992926767186 -0.0014883228893490207 0.015925393243027976 0.0028471615068342382 -0.00016376660695064662 -0.001329894416538263 -0.00014040332725999776 -0.00011348697786403518 -0.00097994905884383663 0.00073547241520211806 0.00016668503252694985 -0.00015599716589274079 0.00018714230754517873 0.00022347254829969976 0.00026957357813847264 -0.0018845911491634261 0.012869152792962269 -0.0025719620279171678 0.0020562701522463625 -0.0054298228694716717 0.0022455811789250817 0.0020695323809080826 0.0064272021162492254
leaf_weight=3392 1014723 371 21047 7357 1611 100606 419 521 1339 137 166 50408 4165 19217 12409 1029 22320 16388 2159 16034 757 1331 6950 75 3163 14774 702 274 926 985
leaf_count=3392 1014723 371 21047 7357 1611 100606 419 521 1339 137 166 50408 4165 19217 12409 1029 22320 16388 2159 16034 757 1331 6950 75 3163 14774 702 274 926 985
internal_value=5.15712e-07 7.90655e-05 -0.000452003 0.000124638 -3.78281e-05 -1.20757e-05 -0.00034876 -0.00165847 0.000604499 0.00400533 0.00876042 -0.000205688 0.000169126 0.000338432 0.00046142 -1.31012e-06 0.000702434 0.0008844 0.00118404 0.00052703 0.00200113 -0.000664753 -0.00140735 0.000941671 -0.00201784 0.00177532 -0.000291912 -0.00327505 0.00314277 0.00431564
internal_weight=1.32576e+06 311032 24581 286451 162764 161153 56382 5555 2163 824 303 50827 104771 123687 103494 35444 68050 55641 39253 19731 3697 15713 8356 1406 3534 16933 20193 976 2668 1911
internal_count=1325755 311032 24581 286451 162764 161153 56382 5555 2163 824 303 50827 104771 123687 103494 35444 68050 55641 39253 19731 3697 15713 8356 1406 3534 16933 20193 976 2668 1911
cat_boundaries=0 1 2 3 4
cat_threshold=1793 5141 228 6290
is_linear=0
shrinkage=0.05


Tree=423
num_leaves=31
num_cat=3
split_feature=17 74 91 32 54 89 27 122 136 43 120 94 136 25 89 91 84 106 19 136 79 34 101 57 86 90 103 67 75 122
split_gain=0.923959 3.73717 3.02348 3.08849 2.90493 3.2212 2.5507 3.1967 2.2373 2.42425 2.93818 2.32213 2.2021 2.15773 2.12565 2.50197 2.11406 2.07963 1.97872 1.86914 2.69849 1.81498 2.34421 2.34286 1.78562 1.70355 2.10585 2.31525 2.48089 2.48012
threshold=6.9049999713897714 0.6023298203945161 -0.65017151832580555 15.050000190734865 2.0049999952316289 -0.6919041872024535 338.50000000000006 -0.28400452435016627 0 11.150000095367433 -0.94828754663467396 0.081485465168952956 1 359.50000000000006 0.29204832017421728 -0.31527483463287348 0.88933527469635021 -0.99995818734168995 13.344999790191652 2 1.8750000000000002 17.349999427795414 -0.099471282213926301 268.50909423828131 0.69984042644500744 -0.10738367959856986 0.81257694959640514 3.3950001001358037 0.67890098690986644 -0.96359375119209278
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 6 5 17 19 -8 9 10 -5 -12 14 -1 15 -6 -10 -4 25 24 -21 22 23 -19 -3 26 27 28 -7 -30
right_child=-2 2 4 8 12 18 7 -9 16 -11 11 -13 -14 -15 -16 -17 -18 21 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.7097747120817193e-05 1.3612989101227747e-05 0.014937173651362008 0.014961587488651278 0.023759826577522541 -0.0015034901083025983 -0.0042492780433253134 0.018631802785505608 0.001532641433111233 -0.0042873075926841446 -0.0023650164496612507 -0.00044247238376342204 0.015543974246529322 -0.0013655188873297856 0.012049515112429052 0.017117280870055162 0.0055695158493957331 -0.0011010597197262074 0.0014935108145911491 0.0057046590654645122 0.010881066572738393 -0.00092374376631341277 -0.0097950975546458111 -0.0017148515058992668 0.015130520178201169 0.00065426372858370604 -0.0067632479273456603 0.00280756038675111 -0.0069664548500304379 0.013788445394388156 -0.00030396055177386318
leaf_weight=103381 1206509 22 20 22 261 492 41 82 936 138 85 31 1112 37 24 240 1173 184 50 49 4026 60 1356 38 4095 528 124 426 38 175
leaf_count=103381 1206509 22 20 22 261 492 41 82 936 138 85 31 1112 37 24 240 1173 184 50 49 4026 60 1356 38 4095 528 124 426 38 175
internal_value=4.90342e-07 -0.000132282 -0.000847774 -0.000369372 -0.001846 -0.00266092 8.55789e-05 0.00723236 -0.0019555 0.00223985 0.00700702 0.00382977 -0.00010814 -2.27771e-05 0.00253287 0.00188478 -0.00250329 -0.00106396 -0.00410541 -2.17276e-05 -0.000779883 -0.00125963 -0.000935091 0.00382777 0.000728817 -0.00438051 -0.00337805 -0.00405622 -0.0022977 0.00221018
internal_weight=1.32576e+06 119246 15828 10700 5128 3491 8315 123 2385 276 138 116 1637 103418 525 501 2109 1658 1833 8192 4075 1638 1578 222 4117 1783 1255 1131 705 213
internal_count=1325755 119246 15828 10700 5128 3491 8315 123 2385 276 138 116 1637 103418 525 501 2109 1658 1833 8192 4075 1638 1578 222 4117 1783 1255 1131 705 213
cat_boundaries=0 1 2 3
cat_threshold=32 1138 3125
is_linear=0
shrinkage=0.05


Tree=424
num_leaves=31
num_cat=0
split_feature=71 111 5 55 102 61 60 53 28 79 29 95 36 113 62 119 30 31 123 63 20 26 76 62 56 109 114 77 85 69
split_gain=0.924137 1.91907 3.89944 3.37836 2.93859 2.99037 4.48221 4.57571 2.71679 3.93132 2.543 2.92594 2.48373 2.40127 2.30208 2.36205 2.84768 2.80306 2.67593 2.82394 2.63895 2.23853 2.23829 2.3356 2.25512 2.2037 2.32292 2.37967 2.16925 2.12673
threshold=321.49378967285162 0.89196193218231212 12.250000000000002 6.6649999618530282 0.55783864855766307 0.28587456047534948 0.24176140129566195 0.54500001668930065 1014.0499877929689 34.254999160766609 1015.5499877929689 0.79859700798988353 10.150000095367433 -0.43049471080303187 0.36535672843456274 0.83385404944419872 1016.6499938964845 1016.4500122070314 -0.36648726463317866 0.25541096925735479 5.8350000381469735 323.50000000000006 4.5350000858306894 0.29032795131206518 68.363044738769545 0.90083682537078869 -0.82409480214118946 13.335000038146974 0.79837623238563549 311.37965393066412
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 8 5 6 7 -3 -4 -10 11 -11 -8 14 15 -6 17 -17 19 -18 -21 -12 23 -15 -24 26 -14 -28 -25 -20
right_child=1 2 3 -5 13 -7 12 -9 9 10 21 -13 25 22 -16 16 18 -19 29 20 -22 -23 24 28 -26 -27 27 -29 -30 -31
leaf_value=-6.0695604242565103e-06 0.00053683942082331955 0.0021910490877926352 0.0015911541631568342 -0.0023114385986181952 -0.0079078547063092773 0.00020788640350790922 0.018990304456515748 0.030198316693838153 0.0019652156197654297 0.031222622474888342 0.021752187762070788 0.011445321581429906 -0.0064242414528346298 -0.0021564764742989365 -0.00077945582132757027 -0.0031648075561711772 -0.0041410734139693288 -0.013164415541350059 0.0053672170409997709 0.028954292684793471 0.0075246612523116319 0.0037429482972947885 -0.0030022415719893557 0.0037499575124632931 0.0001798898219124347 -0.0056676408762642606 0.00094573303927169292 0.017222447669569482 0.022308300223085099 -0.0038769021261897355
leaf_weight=1294044 21415 25 386 248 233 638 22 35 157 32 22 45 31 41 2254 900 33 76 86 20 51 80 653 31 3778 72 43 47 32 225
leaf_count=1294044 21415 25 386 248 233 638 22 35 157 32 22 45 31 41 2254 900 33 76 86 20 51 80 653 31 3778 72 43 47 32 225
internal_value=4.6531e-07 0.000267136 -0.000293828 0.00272334 -0.000607644 0.00208657 0.00644511 0.0185286 0.00445273 0.00774014 0.0128053 0.0196645 0.00307296 -0.000900026 -0.00181351 -0.0032487 -0.00246826 -0.00394347 0.00100112 0.00794412 0.0135612 0.00762729 -0.000118885 0.00713172 -0.000289063 0.00125855 0.00537992 0.0094458 0.0131764 -0.00132065
internal_weight=1.32576e+06 31711 10296 970 9326 913 275 60 722 336 179 77 215 8413 3878 1624 1391 976 415 104 71 102 4535 104 4431 193 121 90 63 311
internal_count=1325755 31711 10296 970 9326 913 275 60 722 336 179 77 215 8413 3878 1624 1391 976 415 104 71 102 4535 104 4431 193 121 90 63 311
is_linear=0
shrinkage=0.05


Tree=425
num_leaves=31
num_cat=0
split_feature=85 2 97 38 61 24 53 99 13 12 73 33 38 106 40 59 39 93 64 58 77 82 37 53 18 122 54 53 81 19
split_gain=1.20582 2.28531 3.83478 2.68651 2.76777 3.4436 2.69161 2.9028 2.65512 2.41246 2.67579 4.2498 2.35579 2.29871 2.26635 3.38816 2.67738 3.08278 2.10365 4.79302 4.08866 2.96139 2.74167 2.81826 2.73267 2.6954 3.05564 3.41778 5.66617 3.99298
threshold=0.87485530972480785 333.50000000000006 0.27462409436702734 11.550000190734865 0.38881947100162512 343.50000000000006 12.585000038146974 -0.59519872069358815 2.2150000333786015 0.95499998331069957 0.29848954081535345 16.150000572204593 13.250000000000002 -0.22017610818147657 10.449999809265138 308.31430053710943 11.34999990463257 0.37491893768310552 1.2749999761581423 65.506275177001967 9.9849996566772479 287.60340881347662 13.050000190734865 1.4149999618530276 8.0099999904632586 0.026175950653851036 0.2950000017881394 1.1050000190734866 267.48240661621099 6.9049999713897714
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 9 3 8 -5 -6 7 12 -3 10 11 -2 -7 -9 -10 16 17 -16 19 21 -21 -11 23 -23 -20 26 -22 28 29 -28
right_child=1 2 -4 4 5 6 -8 13 14 18 -12 -13 -14 -15 15 -17 -18 -19 24 20 25 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=8.5577614366538814e-06 -0.00088259009468667912 -0.0013546037842966045 0.01784350276991193 -0.0022851423182570431 -0.0007929618041025658 -0.0074617225676774984 -0.0072963506914675239 0.024315194298903789 0.00061303375628362646 -0.00094357248756021567 -0.0011254341037661524 0.022192885552067311 0.013387722987681629 0.0084821850050833415 0.03166167409374164 -0.0079517824861865781 0.00034297729384732143 0.0081389304623007783 -0.00051987757482215697 -0.00027736440221435128 0.0041367592838925504 -0.0045736318859306985 -0.011743916500938324 0.014477831514721567 4.9078950381911278e-05 -0.0023108115214822587 0.0012926575236229434 0.0020422099272372749 -0.00086105351455939864 0.024530261164335043
leaf_weight=1172621 53 2098 28 3569 8818 42 34 31 4613 1574 6392 32 20 88 26 26 29 30 28266 5070 1124 165 132 22 83294 438 36 4991 2022 38
leaf_count=1172621 53 2098 28 3569 8818 42 34 31 4613 1574 6392 32 20 88 26 26 29 30 28266 5070 1124 165 132 22 83294 438 36 4991 2022 38
internal_value=-8.67262e-06 -0.000140642 -0.000646996 -0.00067365 -0.00110629 -0.000640523 0.00561158 0.00803627 0.000125555 -6.69449e-05 -0.00100824 0.00780465 -0.000736095 0.0126068 0.000782916 0.00784299 0.0126743 0.0190602 -1.90037e-05 0.000524605 0.000850036 -0.00183387 -0.00622675 -0.00233228 -9.50778e-05 0.00151091 0.00171478 0.00133065 -0.000363724 0.0132255
internal_weight=1.32572e+06 153101 19452 19424 12602 9033 215 181 6822 133649 6477 85 62 119 4724 111 85 56 127172 15612 13719 1893 319 187 111560 8649 8211 7087 2096 74
internal_count=1325722 153101 19452 19424 12602 9033 215 181 6822 133649 6477 85 62 119 4724 111 85 56 127172 15612 13719 1893 319 187 111560 8649 8211 7087 2096 74
is_linear=0
shrinkage=0.05


Tree=426
num_leaves=31
num_cat=1
split_feature=136 36 102 55 85 0 30 114 110 35 112 110 39 76 123 33 79 57 126 79 30 53 108 73 122 31 74 120 55 69
split_gain=1.2135 2.77539 2.6548 4.34712 3.58076 3.24388 2.98028 3.17819 2.75052 2.70941 2.96232 2.68966 2.65753 3.02196 5.62515 2.91916 2.79766 2.44732 2.19061 3.44444 2.98636 5.9296 2.9059 3.12896 3.02032 2.79789 3.78901 2.73116 2.56749 2.54965
threshold=0 9.0500001907348651 0.56075146794319164 2.1550000905990605 0.60154744982719432 350.50000000000006 1013.9500122070314 0.36648726463317877 0.41753868758678442 16.44999980926514 0.55191597342491161 0.74058249592781078 17.349999427795414 18.664999961853031 -0.76037701964378346 16.849999427795414 2.6550000905990605 282.55886840820318 0.55191597342491161 6.1449999809265146 1014.8500061035157 0.22500000149011615 0.6545381247997285 0.64685708284378063 -0.9914070963859557 1016.9500122070314 0.45683357119560247 0.53727915883064281 1.0149999856948855 188.17913818359378
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 3 4 -3 18 9 17 -4 -5 12 -9 13 15 -15 -11 -14 -8 19 20 -6 -22 23 24 -21 -24 28 29 -27 -23
right_child=-2 2 8 6 5 -7 7 11 -10 10 -12 -13 16 14 -16 -17 -18 -19 -20 22 21 27 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.014868807693522602 1.9355932405405333e-05 -0.0051252675208608538 0.0012917791256512067 1.188055723719166e-05 -0.0029007906586093956 -0.0062434759181148065 -0.00056860838415217542 0.0036700129997627091 -7.4379783632804799e-07 0.00014479470195603939 -0.0087381925118710287 -0.0084343364053614898 -0.0026792742099401978 0.025297983480253961 0.0044289621532937569 0.0047148419867208457 0.001044290816984203 -2.6225250702561413e-05 -0.0011372996637717431 0.01479742773092137 0.018749790620513081 -0.012266408888390288 -0.0025302533102138703 5.1766156628568153e-05 0.0025708866946537821 0.025483876908266985 -0.0011843219746332011 -0.0048507140000011578 0.0057213517471349671 0.00048366110734066807
leaf_weight=31 994722 488 4208 23150 1590 270 45030 724 188331 780 76 49 554 41 152 633 5640 38648 13265 52 41 40 969 1993 1764 27 123 304 42 1985
leaf_count=31 994722 488 4208 23150 1590 270 45030 724 188331 780 76 49 554 41 152 633 5640 38648 13265 52 41 40 969 1993 1764 27 123 304 42 1985
internal_value=-8.23899e-06 -9.11651e-05 -9.25691e-05 -0.000259577 -0.000888046 -0.000796002 -0.000134658 -0.000288619 2.75047e-05 0.000284415 0.00108548 0.00290273 0.0011812 0.00299368 0.00886228 0.0021921 0.00071125 -0.0003181 -0.000729734 -0.000124319 -0.00122442 -9.97741e-05 0.000752224 0.00141971 0.00292099 -0.00143766 0.00407651 -0.000431604 0.0134545 0.000231808
internal_weight=1.32572e+06 331000 330969 138430 22953 22465 115477 84451 192539 31026 7876 773 7800 1606 193 1413 6194 83678 22195 8930 3960 2370 4970 3809 1816 1161 192 2329 69 2025
internal_count=1325722 331000 330969 138430 22953 22465 115477 84451 192539 31026 7876 773 7800 1606 193 1413 6194 83678 22195 8930 3960 2370 4970 3809 1816 1161 192 2329 69 2025
cat_boundaries=0 1
cat_threshold=5123
is_linear=0
shrinkage=0.05


Tree=427
num_leaves=31
num_cat=1
split_feature=136 36 14 98 54 82 15 30 32 114 6 85 94 56 66 5 72 97 126 88 9 67 81 64 132 9 86 66 16 63
split_gain=1.09518 2.50479 2.47179 2.27903 4.07031 2.7038 2.54096 2.92044 3.29993 2.73399 2.74008 2.93523 3.51717 2.72533 2.47074 2.45197 3.13617 2.84823 2.40143 3.2347 2.82255 2.35698 2.5994 2.8142 2.50465 2.34839 2.90995 2.31803 4.05536 2.23587
threshold=0 9.0500001907348651 0.70499998331069957 -0.81357401609420765 2.1650000810623173 320.53871154785162 1.0850000381469729 1012.9500122070314 17.750000000000004 -0.60873827338218678 8.6500000953674334 0.86622530221939098 -0.84805816411972035 281.97006225585943 1.1950000524520876 9.5500001907348651 0.58437010645866405 -0.688390552997589 0.77159520983695995 -0.14624496549367902 5.9500000476837167 3.1149998903274541 322.67251586914068 8.3350000381469744 1015.1499938964845 8.6500000953674334 0.84486311674118053 0.91500002145767223 7.4149999618530282 0.34874673187732702
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 -3 4 18 -5 9 8 21 -6 29 12 -12 14 -9 16 17 -10 -4 20 -20 24 -23 -24 25 -8 -27 28 -15 -11
right_child=-2 2 3 5 6 -7 7 13 15 10 11 -13 -14 27 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.014125367416248986 1.8388145385746828e-05 -0.0034933580231482578 -0.00054154864977662995 6.8188807192933308e-05 0.00015764245502313239 -0.00077924060538464817 0.0029965665236421795 0.0016142297563427643 0.0057862499812350535 0.0053108620515272134 0.0062386682391381608 -0.00023310824833584559 0.032782238939156133 0.019148948413541887 -0.00065211800628184422 -0.0029093861534622394 0.00090638907701067058 -0.0030639971510704619 -0.0029312519278937433 -0.0042615358391303228 -0.00037821380947910784 -0.0002000643450737848 0.010454750928121419 -0.0048558513385459513 -0.0040588427744853326 0.0045913991235626301 -0.001317125299185573 -4.5676139186159236e-05 -0.001430758943401829 0.0010914365265218774
leaf_weight=31 994722 532 14279 187153 4139 9911 1655 1238 836 406 26 33 24 43 42031 216 1122 102 1597 1045 3361 14296 112 41 196 272 891 43973 54 1385
leaf_count=31 994722 532 14279 187153 4139 9911 1655 1238 836 406 26 33 24 43 42031 216 1122 102 1597 1045 3361 14296 112 41 196 272 891 43973 54 1385
internal_value=-7.82703e-06 -8.66069e-05 -8.79406e-05 -8.2458e-05 -0.000242072 2.55688e-05 -0.000125097 -0.00018126 0.000368009 0.00087504 0.00245952 0.0113408 0.0189796 -0.000305398 -0.000587274 0.00215875 0.00269017 0.00482386 -0.000894313 -0.00173342 -0.00120056 0.000134617 -0.000130686 0.00635191 0.00140647 0.00178659 6.4748e-05 -2.86447e-05 0.0076922 0.00204793
internal_weight=1.32572e+06 331000 330969 330437 133373 197064 113091 107078 19739 6013 1874 83 50 87339 43269 2276 2060 938 20282 6003 4958 17463 14449 153 3014 2818 1163 44070 97 1791
internal_count=1325722 331000 330969 330437 133373 197064 113091 107078 19739 6013 1874 83 50 87339 43269 2276 2060 938 20282 6003 4958 17463 14449 153 3014 2818 1163 44070 97 1791
cat_boundaries=0 1
cat_threshold=5123
is_linear=0
shrinkage=0.05


Tree=428
num_leaves=31
num_cat=2
split_feature=84 32 80 12 16 15 13 113 136 62 126 25 121 20 136 39 57 35 55 74 94 75 31 7 36 87 98 56 58 79
split_gain=1.03857 3.17242 3.54937 2.89559 3.22908 3.50994 3.41806 2.66787 2.53333 3.09422 2.68115 2.46399 2.39501 2.5839 2.38325 3.39805 2.36771 2.23276 2.98363 2.80246 2.50271 2.47548 2.20237 2.66392 2.93394 3.3964 2.75666 3.56094 2.3004 2.17798
threshold=0.86003756523132335 15.34999990463257 267.37940979003912 1.3350000381469729 5.1300001144409189 1.5349999666213991 1.2549999952316286 -0.43049471080303187 0 0.60214468836784374 0.28400452435016638 331.50000000000006 0.49240480363368994 5.2449998855590829 1 19.150000572204593 174.03913116455081 16.050000190734867 0.034999999217689044 0.79566621780395519 -0.3356426060199737 0.62054085731506359 1016.5499877929689 6.8500001430511483 17.44999980926514 0.87828078866004955 -0.94029170274734486 248.64390563964847 268.81842041015631 13.295000076293947
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 -2 16 8 5 6 -5 14 -4 10 17 -12 13 -9 15 -6 22 18 19 20 21 -10 23 24 28 26 27 -26 -3 -18
right_child=1 2 3 4 7 -7 -8 12 9 -11 11 -13 -14 -15 -16 -17 29 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.2426011544825091e-05 -2.0054403273700249e-05 0.0063091344439240851 -0.00015606183576166125 0.01775442625456039 -0.0017124452283793308 0.020536343369852095 -0.0007358940195494382 -0.0034553219053902596 0.0086577347517013559 -1.8530681573972351e-05 -0.0050550336144258639 0.0087793349560039754 -0.012029811164194888 0.0022892769054482713 -0.00048807030733873363 -0.010572863428696858 -0.00011556871737118484 -0.0030762609659282379 -0.0012852846505701033 -0.0062860676752669476 0.0043739335847240461 0.032258237339556219 -0.0054595688684516913 -0.0022052531174836711 0.015773484243998406 -0.0045353592604610088 0.0012394709244892364 -0.003875627943254527 0.017717784960181095 0.0043657242395374529
leaf_weight=1103460 184112 294 2134 31 2552 34 129 224 25 1228 1304 33 33 1552 19586 113 5217 1657 807 35 79 20 77 179 90 141 207 31 52 286
leaf_count=1103460 184112 294 2134 31 2552 34 129 224 25 1228 1304 33 33 1552 19586 113 5217 1657 807 35 79 20 77 179 90 141 207 31 52 286
internal_value=-7.43567e-06 -0.000106043 -0.000521022 -0.000741079 -0.000478001 0.00594687 0.00284661 -0.000529806 -0.00161252 -0.00220705 -0.00289129 -0.00471357 0.00131674 0.00156473 -0.00067993 -0.00208033 0.000535947 -0.00196243 -5.18512e-05 0.00620841 0.00973507 0.0191468 0.00268687 0.00331793 0.004531 0.00195427 0.00474402 0.0107394 0.00802373 0.000117331
internal_weight=1.32572e+06 222262 38150 31576 24254 194 160 24060 7322 5188 3960 1337 1809 1776 22251 2665 6574 2623 966 159 124 45 1071 994 815 469 328 121 346 5503
internal_count=1325722 222262 38150 31576 24254 194 160 24060 7322 5188 3960 1337 1809 1776 22251 2665 6574 2623 966 159 124 45 1071 994 815 469 328 121 346 5503
cat_boundaries=0 1 2
cat_threshold=4129 320
is_linear=0
shrinkage=0.05


Tree=429
num_leaves=31
num_cat=0
split_feature=19 66 29 88 96 24 35 38 60 71 105 0 106 127 55 37 38 23 112 80 102 120 8 95 83 53 60 88 7 88
split_gain=1.04286 3.50821 3.15105 2.85054 4.10711 3.88795 2.10188 3.22094 2.27818 3.36834 2.03324 2.01632 4.58378 1.9961 3.89482 3.56125 3.28277 3.2667 2.65496 2.56256 2.17751 2.08336 2.30866 2.71231 2.11906 2.93525 2.03446 2.38835 2.32882 2.03233
threshold=6.9049999713897714 1.5549999475479128 1018.1499938964845 0.65192922949790966 -0.82208180427551258 294.50000000000006 18.250000000000004 20.349999427795414 0.28021506965160375 276.30554199218756 0.68581080436706554 8.5000000000000018 -0.85794278979301442 0.8140845298767091 3.1550000905990605 16.650000572204593 18.349999427795414 5.4849998950958261 -0.99961927533149708 257.67259216308599 -0.15981971472501752 0.96811076998710643 4.7500000000000009 -0.30900086462497706 336.79696655273443 4.2950000762939462 0.32806564867496496 -0.18806871026754376 7.0499999523162851 -0.33604811131954188
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 6 11 5 -5 7 13 -9 -10 -1 12 -4 21 18 29 17 -17 -15 20 -20 24 -23 -24 -3 -26 -21 -28 -29 -16
right_child=-2 2 3 4 -6 -7 -8 8 9 -11 -12 -13 -14 14 15 16 -18 -19 19 26 -22 22 23 -25 25 -27 27 28 -30 -31
leaf_value=2.5270281848158078e-06 6.8929343445454619e-06 -0.00072064623212230155 0.022165259340545165 0.0036065519993523291 -0.0039745079134317005 0.03103161263279617 -0.0033629883065033729 -0.0074961636355146775 0.0035312304347330198 0.02355068606488845 -0.0066790082712510704 6.3905343765695399e-05 0.0021783288547297225 0.011034698358788673 0.0011120428850122444 0.029441482927650215 -0.0069785518328780716 0.0076433987479487603 0.016783601310677253 -0.004283635101129054 0.0010094659509258751 -0.00032653053696356861 0.020241434402123559 0.002251768503761427 0.0079795458717126164 -0.0033480430325346713 -0.0013045483204860342 -0.013641041586509882 -0.0032976228992144269 -0.0040458957574175678
leaf_weight=93518 1206239 14733 32 24 34 28 846 20 55 34 114 4219 277 36 842 25 23 55 26 1519 138 104 40 44 160 89 1943 78 180 247
leaf_count=93518 1206239 14733 32 24 34 28 846 20 55 34 114 4219 277 36 842 25 23 55 26 1519 138 104 40 44 160 89 1943 78 180 247
internal_value=-7.06413e-06 -0.000147967 -0.000663592 0.000520722 0.00953848 0.0183739 -0.000920899 -0.000819579 0.00775246 0.0111791 -5.60796e-06 0.000349448 0.00424817 -0.000865647 -0.00172013 0.000782652 0.0096691 0.0144553 -0.00248118 -0.00260646 0.00351024 -0.000577703 0.00465306 0.0108183 -0.000643341 0.00393073 -0.00287612 -0.00190473 -0.0064247 -5.78477e-05
internal_weight=1.32572e+06 119483 25851 4614 86 52 21237 20391 109 89 93632 4528 309 20282 5112 1192 103 80 3920 3884 164 15170 188 84 14982 249 3720 2201 258 1089
internal_count=1325722 119483 25851 4614 86 52 21237 20391 109 89 93632 4528 309 20282 5112 1192 103 80 3920 3884 164 15170 188 84 14982 249 3720 2201 258 1089
is_linear=0
shrinkage=0.05


Tree=430
num_leaves=31
num_cat=0
split_feature=27 69 39 21 30 16 124 84 39 53 0 90 29 34 10 28 82 66 8 16 39 85 59 18 85 41 30 57 107 73
split_gain=1.06494 3.61065 2.74754 2.50567 1.76658 2.32965 1.91573 1.92591 1.92422 1.71674 2.19505 2.28828 2.74978 2.82204 2.65092 1.76687 2.72051 3.88182 1.59301 2.02788 3.85799 2.68175 2.79405 2.07121 1.99928 1.77743 1.67346 1.80966 1.65027 1.61688
threshold=172.50000000000003 260.78469848632818 14.050000190734865 8.5349998474121112 1019.1499938964845 4.8800001144409189 0.68832838535308849 0.56513077020645153 21.349999427795414 1.8949999809265139 356.50000000000006 0.041131025180220611 1015.6499938964845 10.84999990463257 13.050000190734865 1018.7500000000001 309.02410888671881 0.99500000476837169 13.949999809265138 12.50999975204468 15.84999990463257 0.88683104515075695 202.74103546142581 10.405000209808351 0.90336546301841747 10.550000190734865 1013.5499877929689 252.61900329589847 -0.98564612865447987 0.44413483142852789
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 9 4 5 -4 7 -7 -9 10 11 14 -13 -14 15 -3 -17 -18 19 20 21 22 29 -24 -23 -21 -22 -28 -27 -8
right_child=-2 2 3 -5 -6 6 18 8 -10 -11 -12 12 13 -15 -16 16 17 -19 -20 25 26 24 23 -25 -26 28 27 -29 -30 -31
leaf_value=4.537288405526149e-05 -1.2014772479307893e-05 -0.0015591641740864976 0.016454047496164484 -0.0024031529110983356 -0.0008791112445102943 0.017154204951865332 0.00092129492097430758 0.0015968809780101461 0.01687180277492319 -0.00039050098363062287 -0.0055828064257899927 9.2831907634873217e-05 0.004387643584050238 0.025647433761607958 0.010418215362401104 -0.00079388455607188051 0.030674826415876551 0.0037600200308637848 -0.0064158063697894773 0.001854901088256578 0.0088230924951885614 -0.0053354595415294175 0.017750444589182734 0.038261751970276238 0.014508878092535519 0.0029043887544310458 -0.0063242855902689576 0.007777623257466725 0.018717046932909976 0.015117555547457856
leaf_weight=26131 1294453 302 35 220 239 21 27 1132 21 1942 75 41 27 37 81 78 21 37 28 345 67 30 32 20 22 33 65 35 33 78
leaf_count=26131 1294453 302 35 220 239 21 27 1132 21 1942 75 41 27 37 81 78 21 37 28 345 67 30 32 20 22 33 65 35 33 78
internal_value=-5.05131e-06 0.000283347 0.00149695 0.00269103 0.00318626 0.00366632 0.00344129 0.00214839 0.00187509 0.000374306 0.00249913 0.00347052 0.0102022 0.0166785 0.00210863 0.000571921 0.00530418 0.013505 0.0053037 0.00572066 0.00837423 0.0129016 0.0161611 0.0256394 0.00306022 0.00329306 0.0027083 -0.00138862 0.0108107 0.0114671
internal_weight=1.32571e+06 31255 5124 2483 2263 2024 1989 1174 1153 2641 699 624 105 64 519 438 136 58 815 787 376 209 157 52 52 411 167 100 66 105
internal_count=1325708 31255 5124 2483 2263 2024 1989 1174 1153 2641 699 624 105 64 519 438 136 58 815 787 376 209 157 52 52 411 167 100 66 105
is_linear=0
shrinkage=0.05


Tree=431
num_leaves=31
num_cat=1
split_feature=27 69 39 21 136 53 74 8 30 30 16 31 36 68 33 39 57 83 76 105 22 124 82 103 94 52 55 61 63 54
split_gain=0.96111 3.25861 2.47965 2.26137 1.70002 2.37244 3.81159 2.50812 1.6475 1.59434 2.10251 1.75301 1.51526 1.74447 1.93986 1.48503 1.40997 1.90098 1.55299 2.39841 1.91852 1.76878 1.72533 1.70736 1.47659 1.76345 1.91572 1.6985 3.11617 1.49763
threshold=172.50000000000003 260.78469848632818 14.050000190734865 8.5349998474121112 0 0.90500000119209301 0.53923001885414135 7.9500000476837167 1025.2500000000002 1019.1499938964845 4.8800001144409189 1018.7500000000001 13.84999990463257 265.16963195800787 13.650000095367433 21.250000000000004 315.15657043457037 309.28294372558599 3.1149998903274541 -0.99902126193046559 8.6649999618530291 0.68832838535308849 303.08932495117193 -0.31413502991199488 -0.88343918323516835 5.8250000476837167 5.9349999427795419 0.32596212625503546 0.33901686966419226 3.6650000810623173
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 -1 4 9 5 6 7 -3 -6 10 -4 12 13 -12 -15 16 18 -18 19 -14 -21 -20 23 -23 25 29 -27 -26 -29 -24
right_child=-2 2 3 -5 8 -7 -8 -9 -10 -11 11 -13 15 14 -16 -17 17 -19 21 20 -22 22 24 -25 27 26 -28 28 -30 -31
leaf_value=4.310424329936053e-05 -1.1414033918441844e-05 0.028748441321982277 0.015631345360140717 -0.002282995276995776 -0.00129565456581456 0.0011307309611303131 -0.0056830181817834578 0.0053871823515510191 0.0070514725280865541 -0.00083515565213065392 -0.0031117024831473828 0.0094339078179039408 0.018562147626653314 0.0058211334445513784 0.022640640735626223 0.012368531321714584 -0.00037622663425281646 0.020305194966495039 -0.00018564684858840959 0.0027384467224871359 0.016869968838559894 0.0071847133156420148 0.0045843277512384309 -0.0032121910580359073 -0.0051212396337227389 -0.0097854135469311772 0.0073254510307231473 0.016516295909631728 -0.0010349768730741221 0.017313557446879499
leaf_weight=26131 1294453 27 35 220 1270 1238 24 20 62 239 22 109 30 40 30 38 20 25 779 315 26 55 35 140 55 21 74 41 66 68
leaf_count=26131 1294453 27 35 220 1270 1238 24 20 62 239 22 109 30 40 30 38 20 25 779 315 26 55 35 140 55 21 74 41 66 68
internal_value=-4.79874e-06 0.000269179 0.0014221 0.00255648 0.00035559 0.00162805 0.010529 0.0188075 -0.000900365 0.00302695 0.003483 0.00326923 0.00291181 0.00916964 0.0130295 0.00258982 0.00237748 0.0111135 0.00214691 0.00500834 0.00381592 0.00135112 0.00350812 -0.000279731 0.00555987 0.00845638 0.00354305 0.0020197 0.00569028 0.0129881
internal_weight=1.32571e+06 31255 5124 2483 2641 1309 71 47 1332 2263 2024 1989 1880 92 70 1788 1750 45 1705 371 341 1334 555 195 360 198 95 162 107 103
internal_count=1325708 31255 5124 2483 2641 1309 71 47 1332 2263 2024 1989 1880 92 70 1788 1750 45 1705 371 341 1334 555 195 360 198 95 162 107 103
cat_boundaries=0 1
cat_threshold=739
is_linear=0
shrinkage=0.05


Tree=432
num_leaves=31
num_cat=1
split_feature=27 69 39 21 136 60 92 30 117 78 12 11 23 30 16 31 88 121 126 90 39 55 15 92 67 15 11 53 62 17
split_gain=0.867401 2.94089 2.23789 2.04088 1.53427 2.23899 1.95549 1.48687 1.482 1.70655 1.75015 1.87547 1.80037 1.43889 1.89751 1.58209 1.91095 1.43744 1.41581 1.48347 1.41895 1.3698 2.25851 1.96263 1.93171 1.54885 2.23463 1.89227 2.07722 1.49321
threshold=172.50000000000003 260.78469848632818 14.050000190734865 8.5349998474121112 0 0.26826338469982153 -0.86820372939109791 1025.2500000000002 0.98897820711135875 10.635000228881838 2.7350000143051152 6.1499998569488534 6.4649999141693124 1019.1499938964845 4.8800001144409189 1018.7500000000001 0.65192922949790966 -0.5663846731185912 0.98624804615974437 -0.33742268383502955 21.250000000000004 5.5150001049041757 1.1250000000000002 0.63483113050460827 1.6349999904632571 0.87500000000000011 2.5499999523162846 1.8550000190734866 0.43604366481304174 6.9049999713897714
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 -1 4 13 5 6 -3 8 -6 -10 11 -11 -12 14 -4 16 18 -8 20 -20 21 25 -23 24 -24 26 -16 29 -29 -28
right_child=-2 2 3 -5 7 -7 17 -9 9 10 12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=4.094903069742006e-05 -1.0843332203176198e-05 0.018638455304608215 0.014849777884249177 -0.0021688455080782825 -0.0021558526006921776 0.00089851788933344211 0.014393509533256294 0.0066988989094933201 0.016012225733138621 0.011938181072473526 0.017013006857423872 -0.0044157914743548866 0.0020572538581924349 -0.00079339787570533642 -0.0045397256876722998 0.0089622124564970648 -0.0095450798695486394 0.0002550982420871151 0.01887653502635658 0.0010471706464886665 0.012437239908487411 0.013749758138223307 0.010510297549042431 0.014428248589760379 0.0017644222446394628 0.00042553728566273579 -0.0051957177114672964 0.021104515248606372 0.0024885634264058395 0.0084824174994005356
leaf_weight=26131 1294453 32 35 220 982 1188 25 62 20 20 27 142 79 239 44 109 31 64 28 20 37 57 71 38 570 833 32 43 23 53
leaf_count=26131 1294453 32 35 220 982 1188 25 62 20 20 27 142 79 239 44 109 31 64 28 20 37 57 71 38 570 833 32 43 23 53
internal_value=-4.5588e-06 0.00025572 0.001351 0.00242865 0.000337811 0.00154665 0.00803797 -0.000855347 -0.00123087 0.00192306 0.000871625 -0.00239678 0.00586674 0.0028756 0.00330885 0.00310577 0.00276622 0.00422656 0.00297263 0.0114476 0.00274675 0.00254349 0.00419017 0.00338767 0.00273315 0.00136455 0.00537584 0.00826514 0.0146171 0.003333
internal_weight=1.32571e+06 31255 5124 2483 2641 1309 121 1332 1270 288 268 162 106 2263 2024 1989 1880 89 1849 48 1801 1764 736 679 641 1028 195 151 66 85
internal_count=1325708 31255 5124 2483 2641 1309 121 1332 1270 288 268 162 106 2263 2024 1989 1880 89 1849 48 1801 1764 736 679 641 1028 195 151 66 85
cat_boundaries=0 1
cat_threshold=739
is_linear=0
shrinkage=0.05


Tree=433
num_leaves=31
num_cat=0
split_feature=89 90 88 70 118 87 83 78 32 52 107 95 82 43 73 114 125 123 87 55 105 24 4 122 75 96 52 56 78 86
split_gain=0.832296 2.87712 2.45558 2.38097 2.58393 2.31157 2.6589 2.81111 2.31085 2.19699 2.08968 1.84188 2.89079 2.87975 2.12834 3.19429 4.31181 3.46507 3.02468 2.52926 3.36134 2.51652 2.42307 2.82363 2.82034 2.50479 2.51356 3.51042 5.25274 6.58464
threshold=0.5242438316345216 -0.97863534092903126 -0.20107986032962796 320.18345642089849 -0.11319890245795249 0.89221522212028515 313.24143981933599 12.805000305175783 15.650000095367433 2.054999947547913 -0.99983343482017506 0.38608609139919287 338.98519897460943 8.8499999046325701 0.35109773278236395 0.13052122294902804 0.78257837891578685 -0.9914070963859557 0.88176506757736217 0.15500000119209292 -0.9772433042526244 192.50000000000003 5.6499998569488534 -0.84335932135581959 0.46137621998786932 -0.99996852874755848 0.66500002145767223 259.80432128906256 6.9149999618530282 0.84745666384696972
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 -6 7 -7 -4 -5 -3 14 -13 -14 15 16 17 -12 19 -19 -21 -18 25 24 -24 -16 27 -27 -29 -30
right_child=1 10 8 9 5 6 -8 -9 -10 -11 11 12 13 -15 22 -17 21 18 -20 20 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-8.3616712974237379e-07 0.0046986728194381364 -0.0063450632310748378 -0.0047941256760619588 0.014405704531710334 -0.0050211492662377948 -0.0026170363958226521 -0.006003486286652716 0.021926406059148057 -0.016569132618606094 -0.0035913078451163269 0.021890594477229047 -0.002260219245546171 0.0012761212145310961 0.016333279114317253 0.017663314405151391 -0.0056478567388488577 0.0117654049070552 0.021406078621469163 -0.0054722941235907504 -0.0018465951807180268 0.0082931045940827907 -0.0031264838846400385 0.0044631978940911764 -0.000695994483083459 -0.0099995590188206203 0.0013083394130696754 8.0426198301327987e-06 0.00016311770384411583 0.032663643029518429 0.0067245784594440862
leaf_weight=1315472 110 135 250 43 482 20 38 28 50 28 33 1617 224 37 22 106 32 27 59 111 310 250 43 2614 156 574 2646 88 40 63
leaf_count=1315472 110 135 250 43 482 20 38 28 50 28 33 1617 224 37 22 106 32 27 59 111 310 250 43 2614 156 574 2646 88 40 63
internal_value=-4.33086e-06 -0.000453449 -0.0029342 -0.00140318 -0.00231545 -0.00367382 0.00387751 0.0117 -0.00675663 0.00730829 -0.00017019 -7.80986e-05 -0.00147209 0.00341066 0.00028682 0.0025211 0.00357451 0.00619144 0.0051696 0.0065711 0.00561969 -0.00143662 -4.51384e-05 -0.00113308 -0.00687444 0.000846318 0.000737853 0.00326214 0.00913376 0.016798
internal_weight=1.32571e+06 10236 1049 749 678 568 86 48 300 71 9187 9052 1878 261 7174 928 822 540 507 448 421 282 6246 2813 199 3433 3411 765 191 103
internal_count=1325708 10236 1049 749 678 568 86 48 300 71 9187 9052 1878 261 7174 928 822 540 507 448 421 282 6246 2813 199 3433 3411 765 191 103
is_linear=0
shrinkage=0.05


Tree=434
num_leaves=31
num_cat=0
split_feature=77 60 36 122 66 59 89 21 12 63 63 109 67 55 31 22 12 70 79 28 91 122 114 36 87 7 115 65 22 90
split_gain=0.837053 1.50033 1.33712 1.22581 2.21179 1.20405 0.944413 0.907595 1.63045 1.67644 0.895303 0.857959 4.4625 4.68218 4.98894 2.68845 3.27105 2.73449 3.68817 2.51562 3.24002 2.50247 2.53023 3.91959 3.32509 2.39538 2.83601 3.1451 2.4842 2.48109
threshold=63.155000686645515 0.45410783588886267 9.2500000000000018 -0.49240480363368982 48.264999389648445 334.71096801757818 -0.11119280755519866 6.1649999618530282 3.2549999952316289 0.38315662741661077 0.44802251458168035 -0.93930774927139271 1.6749999523162844 0.7150000035762788 1010.5499877929689 5.7449998855590829 1.485000014305115 250.16259765625003 1.685000002384186 1004.9500122070314 -0.93309170007705677 0.59480014443397533 -0.46173103153705591 14.34999990463257 0.76995199918746959 6.0499999523162851 -0.86159634590148915 7.4549999237060556 6.1050000190734872 -0.8507399559020995
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 5 3 4 -3 7 -4 -2 9 -9 -10 12 13 -1 19 17 25 -14 -19 -15 -21 -16 -23 24 -24 -17 27 28 29 -27
right_child=1 2 6 -5 -6 -7 -8 8 10 -11 -12 -13 15 14 21 16 -18 18 -20 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0018607776674271393 -0.0065141433831788116 0.019209008423551437 -0.00033243881407467768 0.00085050626623663398 0.00032143736250638487 0.0071304249390959744 -0.0083175401901826266 0.013965682253862422 -0.0049059068025208907 -0.0027498042847340308 -0.00089390480993696087 -6.7417294063372135e-06 -0.0036508273330628917 -0.00069035073742270466 0.00085208677452916666 0.0020585332806337371 0.00021814751369052525 0.0069073549847146788 -0.00088536749202380643 0.030291721978797939 0.011261071603657911 0.0033737870894047098 0.039492225721478466 0.0028094516199780629 0.011887897450166445 0.0052215332298406539 0.0004014138131477761 0.027200645133852959 0.00011873217458328742 0.029828542736358946
leaf_weight=333 154 31 1449 102 31 30 38 30 303 30 257 1308062 837 35 464 687 10158 165 1903 26 160 156 20 40 24 21 68 30 44 20
leaf_count=333 154 31 1449 102 31 30 38 30 303 30 257 1308062 837 35 464 687 10158 165 1903 26 160 156 20 40 24 21 68 30 44 20
internal_value=-4.11432e-06 -0.000926512 -6.3946e-05 0.0042207 0.00976522 -0.00269778 -0.000536497 -0.00307871 -0.0022254 0.00560794 -0.00306468 -2.40302e-06 0.000371194 0.00322318 0.00505341 0.000113689 0.000470159 -0.00123955 -0.000263608 0.0116072 0.0139213 0.00299604 0.00714101 0.0141373 0.0244353 0.00341262 0.00849597 0.0132823 0.00836997 0.017225
internal_weight=1.32571e+06 2455 1651 164 62 804 1487 774 620 60 560 1.32325e+06 15191 1258 925 13933 11028 2905 2068 221 186 704 240 84 44 870 183 115 85 41
internal_count=1325708 2455 1651 164 62 804 1487 774 620 60 560 1323253 15191 1258 925 13933 11028 2905 2068 221 186 704 240 84 44 870 183 115 85 41
is_linear=0
shrinkage=0.05


Tree=435
num_leaves=31
num_cat=1
split_feature=96 54 52 113 30 136 27 93 115 73 43 62 93 126 60 94 0 28 75 87 123 105 107 56 118 87 86 81 38 60
split_gain=1.05656 3.50252 2.93852 3.28449 2.44434 2.83051 2.53435 2.53408 2.46669 3.48657 2.43151 2.73926 2.64289 2.33763 2.00321 3.21456 2.37187 2.59394 2.50442 2.7626 1.94337 2.46114 2.19983 2.09148 2.06222 1.99606 1.8078 1.62418 1.93777 1.87294
threshold=0.27221909165382391 0.86500000953674328 3.6149998903274541 0.58068084716796886 1011.6499938964845 0 329.50000000000006 0.44272771477699285 -0.97233289480209339 0.33447821438312536 8.8499999046325701 0.31493921577930456 -0.46001733839511866 0.737249255180359 0.17275185883045199 0.0054151436779648074 260.50000000000006 1013.8500061035157 0.27931985259056097 0.80298754572868358 -0.38266885280609125 -0.9772433042526244 -0.81244686245918263 169.29924774169925 -0.82409480214118946 0.86848491430282604 0.70618635416030895 320.86834716796881 13.650000095367433 0.57319226861000072
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 14 3 4 8 7 26 20 -3 -10 27 -12 -13 -5 15 -2 -16 -18 -19 -20 23 -22 24 25 -23 -6 -7 29 -29 -4
right_child=1 2 10 13 5 6 -8 -9 9 -11 11 12 -14 -15 16 -17 17 18 19 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=6.5878098798068207e-06 0.018572455786422574 0.022809028519051418 -0.0066459513173874806 0.0052324717598302029 -0.011543064720837201 0.006695513607701287 0.0082770770570884163 0.019352486907446294 0.019027571686573569 -0.00014208513969039119 -0.011504666795653682 0.0024739678215165892 0.021251679165098247 0.027613739166408781 -0.010054502459573926 -0.0067733316826794681 -0.011999074887717143 -0.010421763441991062 0.01893290033830064 0.00018976308893990901 -0.005447690979373164 0.0071558428301038788 0.0011543055427803968 0.0013354209233629292 0.023182359121753562 0.0063676870934432379 -0.0092773808496854002 -0.008536663993952736 0.0063248485283305253 -0.00032993628821910144
leaf_weight=1324142 22 21 395 28 70 20 30 20 31 101 31 174 21 20 204 29 48 32 28 66 41 49 60 248 34 20 155 31 75 167
leaf_count=1324142 22 21 395 28 70 20 30 20 31 101 31 174 21 20 204 29 48 32 28 66 41 49 60 248 34 20 155 31 75 167
internal_value=4.73973e-06 -0.00107281 -0.000125186 0.00181416 0.00113448 -4.47906e-05 -0.00491056 0.00185202 0.00689212 0.00435988 -0.00218167 0.00230138 0.00449618 0.014558 -0.00514163 0.00416015 -0.00639663 -0.00210808 0.00165991 0.00577283 0.00121698 0.00535185 0.00844822 -0.00103395 0.0137209 -0.0075629 -0.00745191 -0.00369839 0.00197856 -0.00476913
internal_weight=1.32641e+06 2271 1842 948 900 747 205 542 153 132 894 226 195 48 429 51 378 174 126 94 522 184 143 338 83 90 175 668 106 562
internal_count=1326413 2271 1842 948 900 747 205 542 153 132 894 226 195 48 429 51 378 174 126 94 522 184 143 338 83 90 175 668 106 562
cat_boundaries=0 1
cat_threshold=1571
is_linear=0
shrinkage=0.05


Tree=436
num_leaves=31
num_cat=2
split_feature=16 88 100 122 25 75 116 61 92 19 37 92 57 104 136 98 136 67 28 31 9 35 60 34 78 31 37 55 126 78
split_gain=0.993508 1.98661 1.33468 1.39971 0.920985 1.07872 0.901332 2.37772 1.71688 1.06358 0.905043 0.896402 4.86875 3.40658 6.64089 4.80952 4.53637 5.31101 4.75047 5.89086 6.65722 5.251 4.44502 4.0143 4.91474 3.98032 4.38234 3.85815 3.59376 3.51551
threshold=20.04999923706055 1.0000000180025095e-35 -0.74485555291175831 -0.8338540494441985 197.50000000000003 0.6121763586997987 -0.79332312941551197 0.66742864251136791 -0.26110549271106714 20.04999923706055 16.250000000000004 -0.10608715936541556 234.00138092041018 -0.9669755995273589 0 -0.92545491456985463 1 3.6250000000000004 1010.9500122070314 1012.4500122070314 1.0000000180025095e-35 11.449999809265138 0.72542288899421703 16.150000572204593 2.2849999666213994 1010.0499877929689 11.250000000000002 4.6349999904632577 0.89490029215812694 6.2049999237060556
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=11 2 3 -2 -3 -6 7 -4 9 10 -8 12 13 14 15 -1 17 -15 25 -20 21 -21 23 24 27 26 -19 -22 -26 -17
right_child=1 4 6 -5 5 -7 8 -9 -10 -11 -12 -13 -14 16 -16 29 -18 18 19 20 22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0039901348630181528 0.004924735130043701 0.00093520380379188625 -0.00013490628680236166 -0.0086188958785046021 -0.01624031732790172 -0.0031581355975224424 -0.0040374925917078244 0.0098970383796840918 -0.0003836607457232881 0.0062562194076322382 -0.011961683507119729 -1.5678276119703421e-05 0.00033280280305437619 0.00069954193113962637 -0.00025891403649439909 -0.0018805996297649671 -0.0002487480594271144 0.0051898980864026785 0.0015935621454723971 -0.019377212865012036 0.0054422369432059288 0.0060963166735535299 0.0014487851263267027 -0.0028472296537958327 -0.00028698533791851697 -0.0030857853218200643 -0.00090229700388838943 -0.00045574530896594627 -0.0024165793175772434 0.0026572053731496424
leaf_weight=2199 24 21 278 93 40 26 199 75 4243 21 44 1010111 118953 39774 31487 1616 76445 316 5718 21 637 552 3255 1721 18614 2160 4482 491 2217 580
leaf_count=2199 24 21 278 93 40 26 199 75 4243 21 44 1010111 118953 39774 31487 1616 76445 316 5718 21 637 552 3255 1721 18614 2160 4482 491 2217 580
internal_value=4.50275e-06 -0.000694499 -0.000563564 -0.00584072 -0.00818488 -0.0110867 -0.000436521 0.00199653 -0.000627084 -0.00453937 -0.00547233 7.18163e-06 8.13726e-05 -7.41693e-05 -0.00051355 -0.00233194 2.66334e-05 0.000289911 -0.000115469 0.000133311 -0.000170227 0.00516273 -0.000283678 -0.000521818 -0.000339568 -0.00130345 -0.00050106 0.00287494 -0.000513634 -0.00068209
internal_weight=1.32641e+06 5064 4977 117 87 66 4860 353 4507 264 243 1.32135e+06 311238 192285 35882 4395 156403 79958 40184 33226 27508 573 26935 23680 21959 6958 4798 1128 20831 2196
internal_count=1326413 5064 4977 117 87 66 4860 353 4507 264 243 1321349 311238 192285 35882 4395 156403 79958 40184 33226 27508 573 26935 23680 21959 6958 4798 1128 20831 2196
cat_boundaries=0 1 2
cat_threshold=1794 4710
is_linear=0
shrinkage=0.05


Tree=437
num_leaves=31
num_cat=1
split_feature=96 54 136 20 62 3 27 59 72 63 32 6 61 82 2 83 77 80 79 75 82 91 28 116 76 58 67 105 123 60
split_gain=0.954404 3.16518 2.25552 3.8561 3.42777 2.48347 2.46238 2.19225 2.18848 2.06508 2.20056 2.56301 3.87906 1.89965 3.36279 2.51895 2.35295 1.81907 1.85216 1.75616 1.68888 1.65658 1.61437 1.542 1.5087 1.47826 1.93068 2.02371 2.59735 1.82896
threshold=0.27221909165382391 0.86500000953674328 0 5.3350000381469735 0.24953284114599231 218.50000000000003 329.50000000000006 246.16251373291018 0.42873863875865942 0.27468325197696691 15.449999809265138 2.2500000000000004 0.2830908745527268 257.69358825683599 290.50000000000006 273.36695861816412 8.5349998474121112 241.79035949707034 5.2550001144409189 0.40724393725395208 266.45928955078131 0.24554392695426944 1013.2500000000001 -0.91702514886856068 5.1549999713897714 178.59273529052737 9.1549997329711932 -0.60528117418289173 -0.46173103153705591 0.75513029098510753
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 9 3 4 -3 17 25 13 21 10 11 -2 -13 -6 -15 -16 -17 -5 22 -8 -12 -7 -19 -24 -14 29 -27 28 -28 -4
right_child=1 2 6 5 7 8 19 -9 -10 -11 20 12 24 14 15 16 -18 18 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=6.0338781056516017e-06 -0.011593612757596104 0.02312829175899769 -0.0081404223323182159 0.0099048222886225171 0.011389836336352996 -0.0041254251114399417 -0.00064345093976174092 0.01814776554841686 0.00089304492636188549 -0.0077395239238740032 -0.014318648967891931 0.019497672960431756 0.0075394056089546375 -0.0098281419801491288 0.01808856685228389 -0.0089911495131673302 0.011481245741248132 0.0058447601711925342 0.013013303320368994 0.01706531965672704 0.002458736176292102 -0.016892974926479933 -0.00040910219104262069 -0.01663397820321498 -0.010040593376526467 -0.0025387957247241665 0.0020043408653388421 -0.0050867291989796348 0.022983040187507867 0.0043291464148621471
leaf_weight=1324142 22 29 184 86 49 205 28 27 271 256 40 38 23 54 29 32 25 34 23 28 24 29 32 27 26 523 36 31 25 35
leaf_count=1324142 22 29 184 86 49 205 28 27 271 256 40 38 23 54 29 32 25 34 23 28 24 29 32 27 26 523 36 31 25 35
internal_value=4.27742e-06 -0.00101985 -0.000119021 0.00156551 0.00698765 -0.000291315 -0.00191695 0.00482062 -0.00216553 -0.00488777 -0.000667823 0.00365324 0.00750876 0.00291675 -4.88348e-05 0.00609166 -1.20288e-05 0.00439423 0.000308786 0.00821093 -0.00802713 -0.00570773 -0.00283319 -0.00783405 -0.00178876 -0.00261998 -0.00136382 0.00531569 0.0106022 -0.00614757
internal_weight=1.32641e+06 2271 1842 952 245 707 890 216 505 429 173 109 87 189 140 86 57 202 116 56 64 234 93 59 49 834 615 92 61 219
internal_count=1326413 2271 1842 952 245 707 890 216 505 429 173 109 87 189 140 86 57 202 116 56 64 234 93 59 49 834 615 92 61 219
cat_boundaries=0 1
cat_threshold=562
is_linear=0
shrinkage=0.05


Tree=438
num_leaves=31
num_cat=1
split_feature=16 88 100 121 79 89 115 7 72 134 10 4 85 109 112 74 32 39 55 34 87 68 72 24 8 127 88 136 31 71
split_gain=0.897409 1.79366 1.20446 1.01179 0.891075 1.78735 1.96296 1.65168 1.45754 2.95708 2.39606 1.94709 1.92661 1.76333 1.7492 2.20682 1.54253 1.42258 2.23973 1.93403 1.80599 1.64565 2.12958 3.06676 1.92368 1.70342 1.52584 2.33367 1.6028 1.73458
threshold=20.04999923706055 1.0000000180025095e-35 -0.74485555291175831 -0.80382624268531788 45.514999389648445 0.069476481527090087 -0.78257837891578663 16.250000000000004 0.60309168696403515 1016.1499938964845 1.9499999880790713 5.7500000000000009 0.9053507149219514 -0.59052801132202137 -0.55191597342491139 0.71205708384513866 12.650000095367433 9.1500000953674334 4.3750000000000009 8.9499998092651385 0.8776526451110841 337.21759033203131 0.76051568984985363 350.50000000000006 16.750000000000004 0.98321744799613964 -0.41967460513114924 0 1018.7500000000001 315.19703674316412
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=4 2 3 -2 -1 8 -7 -8 9 10 16 13 14 -12 -13 -16 -6 18 20 -20 -10 26 23 -23 25 -24 -19 28 -28 -30
right_child=1 -3 -4 -5 5 6 7 -9 17 -11 11 12 -14 -15 15 -17 -18 21 19 -21 -22 22 24 -25 -26 -27 27 -29 29 -31
leaf_value=1.0909514136985668e-05 0.0018693116465301224 -0.0077776001787733771 -0.00041517235314233184 -0.0084633102657140375 0.022331397182175094 0.0096303645145291317 -0.0054487023759425468 0.0078491204082965851 -0.002921592908322767 0.018279764854993958 0.0042060107940674893 -0.00066185458321964274 0.012839210299878485 -0.0090839288737384026 0.0024556929235076234 0.016356206860925471 0.0035883598414290212 -0.00054056302962656149 0.00069983903767268469 0.0093076354057675479 0.0014969671033404951 0.024412331260884039 -0.0088425169205840898 -0.0016304355754982681 0.010428649658958117 0.002079340780521704 -0.001503267103693851 -0.0055880184881553279 0.017542432010173799 0.00067090120417280844
leaf_weight=1307015 33 87 4860 84 21 26 354 25 337 26 35 474 36 87 155 35 23 10721 123 139 737 26 51 20 45 119 282 373 25 39
leaf_count=1307015 33 87 4860 84 21 26 354 25 337 26 35 474 36 87 155 35 23 10721 123 139 737 26 51 20 45 119 282 373 25 39
internal_value=4.06355e-06 -0.000660272 -0.000535859 -0.00554898 6.60958e-06 -0.000385471 -0.00365981 -0.00457154 -0.000290266 0.0016651 0.00116627 0.000557787 0.0015737 -0.00527124 0.000962923 0.00501631 0.0125339 -0.000424053 0.00112165 0.00526657 0.00011051 -0.000600539 0.00332519 0.0130894 0.0012361 -0.00119722 -0.000690103 -0.0029199 0.00011462 0.00726134
internal_weight=1.32641e+06 5064 4977 117 1.32135e+06 14334 405 379 13929 892 866 822 700 122 664 190 44 13037 1336 262 1074 11701 261 46 215 170 11440 719 346 64
internal_count=1326413 5064 4977 117 1321349 14334 405 379 13929 892 866 822 700 122 664 190 44 13037 1336 262 1074 11701 261 46 215 170 11440 719 346 64
cat_boundaries=0 1
cat_threshold=87
is_linear=0
shrinkage=0.05


Tree=439
num_leaves=31
num_cat=0
split_feature=96 43 35 20 60 4 9 11 70 60 3 91 110 54 92 21 8 28 31 53 88 21 27 72 31 23 20 95 122 61
split_gain=0.864884 2.29585 2.28846 2.26466 2.71661 2.38733 2.19083 2.70525 1.63784 2.51441 4.50503 2.67706 2.6712 2.58244 2.27626 3.27519 2.35519 2.83141 2.00575 1.98855 1.80534 1.77387 2.9693 2.42312 2.3417 1.68984 1.61863 1.61122 3.46571 2.20695
threshold=1.0000000180025095e-35 16.650000572204593 22.050000190734867 5.4549999237060556 0.27125401794910436 4.8500001430511483 4.9500000476837167 4.8500001430511483 182.15534210205081 0.2189312353730202 117.50000000000001 -0.9902210235595702 0.76790300011634838 0.86500000953674328 -0.7874242067337035 4.6949999332427987 11.34999990463257 1015.2500000000001 1017.3500061035157 0.14500000327825549 -0.98755061626434315 7.4649999141693124 179.50000000000003 0.44230574369430548 1015.9500122070314 6.3250000476837167 4.3250000476837167 -0.99584829807281483 -0.64942333102226246 0.36515004932880407
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 4 -3 -5 7 -6 14 10 12 -12 -10 19 15 -2 20 -18 -19 -11 -16 22 24 -23 -17 -21 -13 28 29 -15
right_child=1 2 -4 5 6 -7 -8 -9 9 13 11 26 -14 27 16 21 17 18 -20 25 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.780654520853458e-06 0.014033862318481423 0.0222737401402716 -0.0052850561979640694 0.0023698270907909829 -0.013423916342883155 -0.013232445602233595 0.012554463727620284 0.0070064952683656714 0.029191723240849871 -0.010246673185853677 0.017363746735182675 0.012403868921101095 0.0079907720407041225 -0.010270495482535776 0.0026056578681575805 -0.0040723856729085591 -0.004507200096157335 0.01825362773301701 0.00095902872884548029 -0.0012986028675878443 -0.0071507237297676815 0.017197439151451641 -0.00017091001974306799 0.00051279124716817781 -0.014361683895249906 -0.010249680177463839 -0.0026291690684435618 -0.00047964604103061241 0.007144529168353066 0.0016245313839861704
leaf_weight=1319500 36 29 90 430 26 26 57 43 24 96 22 20 39 58 53 296 105 30 38 435 450 23 549 404 68 60 171 2898 218 119
leaf_count=1319500 36 29 90 430 26 26 57 43 24 96 22 20 39 58 53 296 105 30 38 435 450 23 549 404 68 60 171 2898 218 119
internal_value=3.85826e-06 -0.000553945 0.00215853 0.00325496 0.00847613 0.00148022 0.00530049 -0.000691921 -0.000860037 -0.000289831 0.0043215 0.00084738 0.0160673 -0.000617515 -0.00201601 -0.000848781 -0.00439191 0.000640439 0.008589 -0.00366084 -0.00612272 -0.00124861 -0.00249272 0.0014115 -0.00599456 -0.00238358 -0.00105503 -7.1326e-05 0.0029244 -0.00227327
internal_weight=1.32641e+06 6913 701 611 155 456 126 69 6212 4160 276 213 63 3884 2052 1376 676 173 68 591 503 1340 913 427 364 495 191 3293 395 177
internal_count=1326413 6913 701 611 155 456 126 69 6212 4160 276 213 63 3884 2052 1376 676 173 68 591 503 1340 913 427 364 495 191 3293 395 177
is_linear=0
shrinkage=0.05


Tree=440
num_leaves=31
num_cat=0
split_feature=103 109 31 14 67 127 8 79 106 14 4 7 23 52 90 5 64 59 56 27 57 63 84 55 29 31 61 83 56 114
split_gain=0.988145 2.31848 2.1975 2.43047 2.01734 2.00754 2.7404 2.21687 2.26134 1.97734 2.96504 2.57589 2.05282 1.97876 2.38012 1.9854 1.81428 1.73247 1.96673 1.63536 1.77627 2.34258 2.75906 1.88297 1.64148 1.62434 1.70983 1.56064 1.54388 2.4602
threshold=-0.99366939067840565 -0.45272509753704065 1016.6499938964845 0.66500002145767223 2.995000004768372 0.8038262426853181 12.050000190734865 1.8750000000000002 -0.72097045183181752 1.9750000238418581 9.4499998092651385 8.4499998092651385 10.085000038146974 0.62500000000000011 0.11373248323798181 2.6499999761581425 19.365000724792484 301.53961181640631 285.73458862304693 312.50000000000006 260.70123291015631 0.35081388056278234 0.81241038441658031 1.0149999856948855 1013.1499938964845 1014.8500061035157 0.44393381476402288 319.86549377441412 255.6319274902344 -0.72534674406051625
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 25 -4 7 -7 -9 12 11 -11 13 14 15 -5 17 18 19 20 23 24 -23 -15 -22 -1 -27 -10 -25 -30
right_child=-2 2 5 9 -6 6 -8 8 27 10 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 21 22 -24 28 -26 26 -28 -29 29 -31
leaf_value=0.0076250346215259715 4.3529490252955388e-06 -0.0078290664505318349 -0.00013437689303474735 0.0075200448700343259 -0.00041313941603097169 0.02074947481354078 -0.0089950767059165711 0.00035035752875778775 0.022802538461983206 0.0031406372975923019 -0.0052077740738641918 0.019019701799903161 -0.016506212174325532 -0.0062811780129917536 -0.017120703593714211 -0.0064967892625524357 -0.016223416253924369 0.013552825544029473 -0.0087563959130507324 -0.0055655422249717805 -0.012791063601062412 0.026522592971609402 0.0036632420156489718 -0.00084533273113070206 0.0054353836179264672 -0.0047456220561719461 0.0080499300456029332 0.004313219618052244 -0.0038196987339428495 0.013771054428576937
leaf_weight=202 1321963 151 515 32 397 30 26 77 25 74 59 39 23 156 41 120 20 20 84 184 21 22 33 2465 30 69 42 21 35 46
leaf_count=202 1321963 151 515 32 397 30 26 77 25 74 59 39 23 156 41 120 20 20 84 184 21 22 33 2465 30 69 42 21 35 46
internal_value=1.68385e-06 -0.000695775 -0.00112826 -0.00161801 0.00195337 0.00145105 0.00601246 0.00856276 0.0055904 -0.00135036 0.00387742 0.00862102 -0.00162022 -0.00151675 -0.00642965 -0.00354588 -0.00121245 -0.00111548 -0.00121086 -0.000999016 -0.000699785 0.00564937 0.012807 -0.000948864 -0.00206962 0.00495497 9.59382e-05 0.0143618 -0.000622139 0.00617011
internal_weight=1.32702e+06 5059 4349 3655 710 694 179 153 123 3504 172 113 3332 3309 193 152 3116 3096 3076 2992 2808 106 55 2702 51 313 111 46 2546 81
internal_count=1327022 5059 4349 3655 710 694 179 153 123 3504 172 113 3332 3309 193 152 3116 3096 3076 2992 2808 106 55 2702 51 313 111 46 2546 81
is_linear=0
shrinkage=0.05


Tree=441
num_leaves=31
num_cat=1
split_feature=63 58 54 72 19 106 56 12 54 65 115 36 18 18 52 93 68 67 126 65 29 136 103 32 52 34 12 118 60 34
split_gain=0.903363 1.45237 4.71537 4.0653 3.95998 3.89276 3.78989 3.82131 3.75516 3.97411 4.46106 3.55273 3.49611 5.84348 6.15718 4.83167 4.59297 5.26764 4.53465 4.39465 4.21931 4.40396 4.05388 3.3453 3.68068 3.42414 3.26744 3.16527 4.4856 4.08103
threshold=0.85093578696250927 226.0168380737305 0.10500000044703485 0.56108209490776073 10.405000209808351 -0.99995818734168995 22.361215591430668 3.2549999952316289 1.6150000095367434 0.72500002384185802 -0.9914070963859557 22.750000000000004 14.039999961853029 11.775000095367433 3.2150000333786015 -0.12887790054082868 272.40499877929693 19.505000114440922 0.63605400919914257 28.755000114440922 1019.7500000000001 0 -0.030587245710194107 12.250000000000002 2.245000004768372 12.250000000000002 1.3849999904632571 -0.86159634590148915 0.39115938544273382 14.84999990463257
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 3 5 8 6 -3 -5 -8 9 -1 11 -11 13 14 18 16 -15 20 22 -16 21 23 -4 -18 25 -25 -24 29 -29 -14
right_child=-2 2 12 4 -6 -7 7 -9 -10 10 -12 -13 27 15 19 -17 17 -19 -20 -21 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=5.4057557164159591e-06 -0.00022260056719165447 0.0089685380984111836 0.00063474400295725013 -0.0023166119946147565 -0.00065080864262175887 0.0011948592943133683 4.035999699791833e-05 -0.0023108768186323632 0.00041597666878650895 -0.0030444172010563541 -0.00044356905410047057 0.013735495187574998 -0.00020361753487225848 0.00037461688654251142 -0.00053384061748677932 0.00024882675777309764 0.0018242221651531257 -0.000744194638934206 0.00053199953556623189 0.00021105634614779613 0.00017033474983039687 0.0015323397639258123 -0.00086633130628194352 0.019530613285023719 0.0055604586424900983 -0.0019160538288041839 9.2405807157436413e-06 -0.0014321299473251483 -0.00016983692499761979 0.0029190235227812438
leaf_weight=643576 43458 165 14642 1833 47723 6717 72932 1770 54347 2216 18051 32 2497 13184 69410 105711 1314 1830 57889 27703 2097 4134 17149 20 2362 268 28139 7753 76299 1801
leaf_count=643576 43458 165 14642 1833 47723 6717 72932 1770 54347 2216 18051 32 2497 13184 69410 105711 1314 1830 57889 27703 2097 4134 17149 20 2362 268 28139 7753 76299 1801
internal_value=1.59966e-06 9.19047e-06 8.26959e-05 -2.92936e-05 -0.000293354 0.00138124 -7.04654e-05 -1.53505e-05 1.6391e-05 -1.63205e-05 -0.000705146 -0.00280556 6.21143e-05 0.000133823 -2.65797e-05 0.000397158 0.00101917 0.00172584 0.000216384 -0.000321347 0.00216922 0.00268683 -8.84828e-05 0.00387719 0.00490978 -0.000426702 -0.000322308 -0.000218596 -0.000286271 0.00110487
internal_weight=1.32702e+06 1.28356e+06 441084 842480 124258 6882 76535 74702 718222 663875 20299 2248 434202 345852 214932 130920 25209 12025 117819 97113 10195 8098 59930 3964 2650 288 45288 88350 84052 4298
internal_count=1327022 1283564 441084 842480 124258 6882 76535 74702 718222 663875 20299 2248 434202 345852 214932 130920 25209 12025 117819 97113 10195 8098 59930 3964 2650 288 45288 88350 84052 4298
cat_boundaries=0 1
cat_threshold=838
is_linear=0
shrinkage=0.05


Tree=442
num_leaves=31
num_cat=3
split_feature=63 16 68 52 62 136 6 123 55 89 136 27 92 69 107 58 54 72 19 106 136 86 94 0 66 54 65 82 37 53
split_gain=0.81529 1.53018 1.67721 2.36978 3.38624 1.47128 2.3998 2.2336 1.61389 1.52708 1.8424 3.10399 1.60178 1.59943 1.67106 1.31081 4.25561 3.672 3.60729 3.51322 3.42669 5.12975 4.16157 3.92381 3.75338 3.36335 3.50727 4.03641 3.36197 3.59305
threshold=0.85093578696250927 13.344999790191652 192.338737487793 0.38499999046325689 0.71522712707519542 0 5.7500000000000009 -0.95368063449859608 40.024999618530281 -0.041213503107428544 1 305.50000000000006 0.88805899024009716 188.17913818359378 -0.90590065717697132 226.0168380737305 0.10500000044703485 0.55791008472442638 10.405000209808351 -0.99995818734168995 2 0.87577366828918468 -0.30926595628261561 1.0000000180025095e-35 0.87500000000000011 1.6150000095367434 0.72500002384185802 298.54383850097662 8.7500000000000018 0.22500000149011615
decision_type=2 2 2 2 2 1 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=15 2 -2 4 -4 6 7 -5 -8 12 11 13 -7 14 -11 17 19 25 -19 -17 22 -22 -18 -24 -23 26 -1 -28 -25 -30
right_child=1 -3 3 5 -6 9 8 -9 -10 10 -12 -13 -14 -15 -16 16 20 18 -20 -21 21 24 23 28 -26 -27 27 -29 29 -31
leaf_value=5.3381980280969455e-06 -0.0036159907608477437 5.7545597748738784e-05 -0.0011278287552105373 0.017451305115788147 0.022589879358808199 -0.00068020377266594478 0.0048994583826323483 0.0031050321162434135 -0.003173942103975052 0.021609726865288049 -0.0011421309631907245 -0.0042345053213209199 0.010182647135875682 0.0045189650638190948 0.0061590792097073674 0.0085201112415189996 0.0003757357497352694 -6.5388381392845343e-05 -0.00061650383049246323 0.0011351163123210807 0.00025920263094777156 -0.0017334124289600243 0.0017016423801152977 0.0045022366006100961 -0.00014017465819751864 0.00039709971626129229 -0.0012439901393984159 0.00020765995776947919 -0.0028383335110102638 -0.00034139091380593626
leaf_weight=643522 433 23850 34 29 27 17890 79 421 286 42 181 53 34 69 30 165 28267 77181 48256 6717 238272 3920 2361 354 64860 53525 12049 7947 1463 94705
leaf_count=643522 433 23850 34 29 27 17890 79 421 286 42 181 53 34 69 30 165 28267 77181 48256 6717 238272 3920 2361 354 64860 53525 12049 7947 1463 94705
internal_value=1.52026e-06 -0.000211471 -0.000538686 -0.000469196 0.00937017 -0.000500597 0.00156681 0.00402957 -0.00142655 -0.000593207 0.0025643 0.00578314 -0.000659598 0.00995879 0.015172 8.73155e-06 7.85628e-05 -2.78289e-05 -0.000277404 0.00131218 5.90103e-05 0.000149397 -0.000159261 -0.000312213 -0.000230979 1.58309e-05 -1.49255e-05 -0.000667062 -0.000361473 -0.000379377
internal_weight=1.32702e+06 43458 19608 19175 61 19114 815 450 365 18299 375 194 17924 141 72 1.28356e+06 441084 842480 125437 6882 434202 307052 127150 98883 68780 717043 663518 19996 96522 96168
internal_count=1327022 43458 19608 19175 61 19114 815 450 365 18299 375 194 17924 141 72 1283564 441084 842480 125437 6882 434202 307052 127150 98883 68780 717043 663518 19996 96522 96168
cat_boundaries=0 1 2 3
cat_threshold=16 512 4198
is_linear=0
shrinkage=0.05


Tree=443
num_leaves=31
num_cat=1
split_feature=103 109 14 32 35 93 23 23 23 86 21 63 5 67 36 68 127 136 86 18 88 96 100 88 113 38 60 14 40 68
split_gain=0.889687 2.10244 2.06883 1.8886 2.4855 1.8889 3.0815 1.83159 1.84566 2.35581 3.36323 2.09792 2.25409 1.91756 2.20603 1.80905 1.78295 1.75066 1.81345 1.7501 1.72223 1.74984 1.68764 2.32655 1.67966 2.19203 1.95475 1.89114 2.2736 1.791
threshold=-0.99366939067840565 -0.39838527143001551 0.66500002145767223 21.050000190734867 19.849999427795414 -0.84428551793098439 6.0250000953674325 10.194999694824221 5.6250000000000009 0.89861848950386058 5.4049999713897714 0.32400143146514898 3.1499999761581425 0.39499999582767492 16.250000000000004 196.21759796142581 0.83385404944419872 0 0.80040082335472118 13.344999790191652 -0.98691526055335987 -0.95879122614860524 -0.94350138306617726 -0.61691376566886891 -0.98321744799613942 18.849999427795414 0.31506322324275976 0.9350000023841859 14.750000000000002 212.51271057128909
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 16 4 7 -6 15 8 9 13 -11 12 22 14 -4 -7 -3 24 -19 -5 -13 -22 -10 -24 25 -15 27 28 -26 -28
right_child=-2 2 3 19 5 6 -8 -9 11 10 -12 20 -14 17 -16 -17 -18 18 -20 -21 21 -23 23 -25 26 -27 29 -29 -30 -31
leaf_value=0.0017216214615756711 3.9764456161108191e-06 -0.0076114035288274654 0.01533609615173191 -0.013769236410845001 0.00031707198781237664 0.0076740827038884159 -0.00086212320479028153 -0.013895089608720608 0.01499898151087109 -0.0045015906353629278 0.012483345736719428 0.0087707636373428009 -0.00015880278531565435 0.0024185477593994661 -0.005001809251795445 0.027514331746432519 0.0068736907259638732 -0.010647775339235582 -0.003879261188483322 -0.0019635868121948481 -0.007586633985808406 -0.00048842696268294988 0.013995940390190012 -0.0016227381478529424 0.010999215020177266 -0.011279380829655565 0.0012021117437342626 0.015394457354134805 -0.0081604405917460095 -0.006496354525364241
leaf_weight=783 1321963 185 30 53 91 20 33 27 56 55 62 48 180 46 24 27 24 122 524 77 91 1892 38 64 30 80 210 37 32 118
leaf_count=783 1321963 185 30 53 91 20 33 27 56 55 62 48 180 46 24 27 24 122 524 77 91 1892 38 64 30 80 210 37 32 118
internal_value=1.44381e-06 -0.000660356 -0.00109653 -0.000847217 -0.000651426 0.00524428 0.010849 -0.000919128 -0.000825427 -0.00228623 0.00449897 1.93576e-05 0.00366671 -0.0029198 0.00629703 0.0190717 -0.00594804 -0.0033349 -0.0050789 -0.00677666 -0.000587637 -0.000814164 0.0080249 0.00419599 -0.00118435 -0.00627855 0.000291126 0.00644886 0.00111036 -0.00156746
internal_weight=1.32702e+06 5059 4276 4067 3937 171 80 3766 3739 1370 117 2369 338 1253 54 47 209 1199 646 130 2031 1983 158 102 553 126 427 99 62 328
internal_count=1327022 5059 4276 4067 3937 171 80 3766 3739 1370 117 2369 338 1253 54 47 209 1199 646 130 2031 1983 158 102 553 126 427 99 62 328
cat_boundaries=0 1
cat_threshold=4132
is_linear=0
shrinkage=0.05


Tree=444
num_leaves=31
num_cat=0
split_feature=103 52 124 109 67 86 69 54 23 77 104 102 17 24 6 105 80 52 119 59 120 11 1 127 25 60 67 86 114 67
split_gain=0.802943 1.96431 2.4944 1.80149 1.86807 1.74366 2.69545 2.30221 1.64507 2.51435 1.8975 1.72156 1.66887 1.62734 2.093 2.20771 2.31137 2.77611 1.65587 1.62367 1.82756 1.56236 1.71181 1.55106 2.09926 1.52901 1.49019 1.48059 1.47904 1.76343
threshold=-0.99366939067840565 0.62500000000000011 0.9170251488685609 -0.45272509753704065 2.995000004768372 0.89861848950386058 263.17047119140631 2.2050000429153447 5.6250000000000009 14.175000190734865 -0.95302787423133839 -0.57011178135871876 5.4100000858306894 281.50000000000006 4.0499999523162851 -0.99631014466285694 262.10116577148443 1.3049999475479128 -0.8338540494441985 182.53021240234378 -0.67556449770927418 6.8500001430511483 119.50000000000001 0.90255093574523937 266.50000000000006 0.36075975000858312 0.91500002145767223 0.82660377025604259 0.19936034083366397 0.87500000000000011
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 -3 8 19 -8 10 -10 13 -11 26 14 21 18 -17 -18 -16 -7 -21 22 -5 -1 -25 -20 -12 -14 -24 -30
right_child=-2 3 -4 5 -6 6 7 -9 9 11 12 -13 27 -15 15 16 17 -19 25 20 -22 -23 28 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0069194176272228056 3.7776237560310228e-06 0.0049406809755326332 0.012726239189505578 0.0053310002981951203 -0.00029753802730761566 -0.0093038660517777323 0.026775316610222772 0.0041062531507729243 -0.00059050934832643141 0.011389718025922776 -0.0045803978946059943 -0.0023145514864926085 -0.0083315817172482411 -0.012125272668033307 -0.010483814785256982 -0.00055233952189155395 0.031265203906223178 0.0082510236111518597 -0.0044485843105662969 -0.0038632140927282832 0.010350365159862047 0.0083599736667903414 -0.0056091846479370596 0.014083441397683187 -0.0082986685447394848 0.014868564940989018 0.012214619741592159 -0.0032299666851683452 -0.0057091521014544094 0.014310324955625798
leaf_weight=264 1321963 302 20 56 390 32 21 24 2489 75 25 33 214 28 30 32 20 38 21 42 49 35 261 22 20 20 28 424 22 22
leaf_count=264 1321963 302 20 56 390 32 21 24 2489 75 25 33 214 28 30 32 20 38 21 42 49 35 261 22 20 20 28 424 22 22
internal_value=1.37162e-06 -0.000627339 -0.00438141 -0.000368765 0.00198851 -0.000772436 0.00421441 0.0146851 -0.000988751 -0.000266434 -0.00245886 0.0072023 -0.00423294 -0.000363315 0.00022795 0.00503481 0.0102352 0.0161869 -0.00155723 0.000383652 0.00379025 -0.00172635 -0.00270425 -0.00549956 0.00342529 0.00497442 0.00429244 -0.00494117 -0.00417958 0.00430059
internal_weight=1.32702e+06 5059 326 4733 692 4041 168 45 3873 2597 1276 108 691 585 557 161 90 58 71 123 91 396 361 306 42 41 53 638 305 44
internal_count=1327022 5059 326 4733 692 4041 168 45 3873 2597 1276 108 691 585 557 161 90 58 71 123 91 396 361 306 42 41 53 638 305 44
is_linear=0
shrinkage=0.05


Tree=445
num_leaves=31
num_cat=0
split_feature=88 99 59 126 120 83 83 4 3 75 7 36 24 13 4 8 122 90 61 90 58 52 77 27 62 92 84 7 24 40
split_gain=0.981162 2.49071 1.84679 3.48917 2.86293 3.04404 3.72841 4.23768 3.11338 3.26366 2.62042 2.46509 2.37611 2.47617 2.30454 2.54255 3.22447 2.73307 2.26868 2.37519 1.9595 2.6572 1.94358 1.83628 2.44469 2.2996 2.53353 2.07917 1.8241 1.8177
threshold=0.93781355023384105 0.27761048078536993 218.09943389892581 0.93038213253021251 -0.67556449770927418 315.73626708984381 342.08094787597662 4.3500001430511483 351.50000000000006 0.69254416227340709 3.8500000238418584 11.84999990463257 309.50000000000006 1.5349999666213991 0.84999999403953563 3.8500000238418584 -0.90255093574523915 -0.89169293642044056 0.26462988555431372 -0.62932312488555897 200.47316741943362 0.50499999523162853 3.2250000238418584 307.50000000000006 0.24544539302587512 0.10456602275371553 0.87722647190094005 7.2500000000000009 315.50000000000006 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 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 14 -5 10 7 -7 9 -9 -6 12 13 -2 20 -16 17 -17 19 -13 -4 -22 -21 -20 -25 27 -27 -26 -23 -18
right_child=1 -3 3 4 5 6 -8 8 -10 -11 -12 18 -14 -15 15 16 29 -19 23 22 21 28 -24 24 25 26 -28 -29 -30 -31
leaf_value=-5.8629977040996513e-07 -0.011090573044242087 0.013312227117518586 -0.0049342359629060547 0.023237589048221707 0.0068774041211740536 -0.0031239179127356587 -0.004581999498360018 0.033426386442567617 0.00067944840439373543 0.011833858439432724 -0.011136430769245356 0.00019676780906840438 -0.012197435548151883 0.0060454825381273218 -0.0070967236058786512 -0.0025193779514386104 -0.001282620576095549 0.018518724951795056 -0.0021426099513135624 0.0002340764350568255 0.025085014449432494 0.010919290319150099 -0.013228702209002916 0.015097365876994071 -0.0080411957512195736 0.018317522344124669 -0.0029003441954652473 0.0050074770660051768 -0.005479456806954529 -0.015565276162131972
leaf_weight=1323888 37 30 35 20 33 34 47 35 21 35 52 103 121 49 200 26 708 38 332 36 20 43 105 39 72 34 24 53 28 23
leaf_count=1323888 37 30 35 20 33 34 47 35 21 35 52 103 121 49 200 26 708 38 332 36 20 43 105 39 72 34 24 53 28 23
internal_value=-2.42988e-06 -0.00100559 -0.00118434 -9.08832e-06 0.00501596 0.00359794 0.00742331 0.0119373 0.0175646 0.0226301 -0.00414282 -0.00281917 -0.00768122 -0.00132701 -0.00125078 -0.00205752 -0.000789797 0.009972 -0.00155796 -0.00557508 0.00511989 0.00898687 -0.0097914 0.000211315 0.0037316 0.00130939 0.00953772 -0.00250856 0.00445218 -0.00173201
internal_weight=1.32632e+06 2433 2403 1398 277 257 172 125 91 70 85 1005 207 86 1121 995 795 64 798 244 126 91 141 554 222 183 58 125 71 731
internal_count=1326321 2433 2403 1398 277 257 172 125 91 70 85 1005 207 86 1121 995 795 64 798 244 126 91 141 554 222 183 58 125 71 731
is_linear=0
shrinkage=0.05


Tree=446
num_leaves=31
num_cat=2
split_feature=94 23 54 126 4 72 122 27 28 78 136 103 60 20 99 57 83 87 117 110 74 98 25 30 72 30 23 18 118 136
split_gain=0.963282 3.02459 3.39492 2.99822 3.03634 3.63512 3.51197 3.12658 2.84239 3.14925 2.79225 3.83476 2.89423 2.85768 3.1534 2.78503 2.74313 2.55865 2.59781 2.50223 2.8262 2.47204 3.18642 2.43708 2.41708 2.37992 2.59814 2.62024 2.93038 2.77994
threshold=-0.96503958106040943 9.6549997329711932 5.9749999046325692 0.88697704672813427 1.4499999880790713 0.51853394508361828 -0.90255093574523915 214.50000000000003 1013.6499938964845 0.67500001192092907 0 0.76507315039634716 0.2858786433935166 6.8150000572204599 -0.99627655744552601 154.05999755859378 261.09974670410162 0.81083571910858165 0.95878320932388317 0.80279821157455455 0.38494317233562475 -0.83145645260810841 275.50000000000006 1020.2500000000001 0.62569233775138866 1013.1499938964845 4.3350000381469735 8.0099999904632586 0.43049471080303198 1
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 1
left_child=1 2 3 4 5 6 7 -1 -8 -10 13 12 -12 14 -7 -11 -9 18 -5 -17 -21 22 24 -3 -15 -6 -27 -28 -29 -30
right_child=-2 23 -4 17 25 10 8 16 9 15 11 -13 -14 21 -16 19 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0021813679025404404 7.1282125073633623e-06 -0.0029339266525040602 0.00055572305258633095 -0.00012619417742162385 0.00017138157248295635 0.0095315471574264985 -0.001464782004729724 -0.00050359079124111879 -0.012503630492949126 0.010829940048063657 -0.0060995331368092574 0.0093394954063225795 0.00099174614716738044 -0.0026677703239438855 -0.0045458024066776575 0.0017515482113848132 0.014577539469600234 -0.0021854960103523898 0.016103191982954741 -0.00048153713522922428 0.016061772426777979 0.0025749579184202232 -0.0041600620512095973 -0.017765779178268437 0.0089012072667963987 0.0037636463236620206 -0.001673123924369573 -0.00097517127345317855 -0.00098497089558633919 0.0010933763342244275
leaf_weight=179 1264314 616 13077 1798 12168 42 563 38 33 108 153 131 2416 83 753 1120 146 3767 25 42 67 539 473 29 99 323 5792 10453 2501 4473
leaf_count=179 1264314 616 13077 1798 12168 42 563 38 33 108 153 131 2416 83 753 1120 146 3767 25 42 67 539 473 29 99 323 5792 10453 2501 4473
internal_value=-2.30838e-06 -0.000194719 -0.000158917 -0.000352462 -0.000209897 0.000743488 0.00237354 0.00688609 0.00152612 0.00275523 -5.46753e-05 0.000991256 0.000569416 -0.00147207 -0.00380209 0.00313185 0.011463 -0.00144134 9.63701e-05 0.00245537 0.00968729 6.69912e-05 -0.00199682 -0.00360079 0.00362524 -0.000396383 -0.000689839 -0.000751792 -0.00044558 0.0003482
internal_weight=1.32632e+06 62007 61362 48285 42695 6985 2296 363 1933 1370 4689 2700 2569 1989 795 1337 184 5590 1823 1229 109 1194 655 645 182 35710 23542 23219 17427 6974
internal_count=1326321 62007 61362 48285 42695 6985 2296 363 1933 1370 4689 2700 2569 1989 795 1337 184 5590 1823 1229 109 1194 655 645 182 35710 23542 23219 17427 6974
cat_boundaries=0 1 2
cat_threshold=2323 1584
is_linear=0
shrinkage=0.05


Tree=447
num_leaves=31
num_cat=0
split_feature=88 77 65 107 82 21 26 2 87 61 76 82 3 77 87 92 62 96 40 43 104 61 93 8 124 115 55 121 86 94
split_gain=0.905469 2.29553 2.72594 2.18508 3.20935 2.20612 2.30133 2.69563 2.84383 2.63298 2.70894 2.7934 2.40846 2.36821 2.00352 1.81763 1.93597 1.82761 1.85804 2.35029 1.78043 2.79964 1.74671 2.1781 2.48766 3.29057 2.36757 2.00289 2.05434 1.74101
threshold=0.79232388734817516 9.1449999809265154 30.765000343322757 -0.68331152200698841 329.43247985839849 5.805000066757203 327.50000000000006 309.50000000000006 0.83232486248016369 0.33905710279941564 20.884999275207523 345.88992309570318 343.50000000000006 32.114999771118171 0.87473464012146007 0.55190384387969982 0.31493921577930456 0.10883431136608125 13.050000190734865 12.250000000000002 -0.70515418052673329 0.26098132133483892 0.17502608895301822 8.4499998092651385 -1.0000000180025095e-35 -0.99809679388999928 2.0749999284744267 -0.33379416167736048 0.82068875432014476 -0.59230479598045338
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 15 -5 20 -8 -9 10 -10 12 13 -12 -14 17 -17 18 19 -3 21 -7 -2 24 25 -24 27 28 -25 -23
right_child=1 2 -4 5 -6 6 7 8 9 -11 11 -13 14 -15 -16 16 -18 -19 -20 -21 -22 29 23 26 -26 -27 -28 -29 -30 -31
leaf_value=3.3614642645183163e-07 -0.0011031950132214931 0.00097648745004319309 -0.0080962689574657683 -0.0030939213642750553 0.018500372950501484 0.017981471617154226 -0.0045752131032632355 0.02016483097035876 -0.0075925647009474533 -0.0051713168343457475 -0.0062863619732005261 -0.0026908164843916895 0.02968477244139649 0.017459361000163928 0.010998663721749416 0.021695940512353962 0.0011809951787733514 0.014697168760001659 -0.012182611474725911 0.015388395618005047 -0.0035460436157717088 0.0084882449615618274 0.017743336427956818 0.024650760814547541 -0.0093542124085082123 -0.0040762788020294368 -0.0096148094080169416 -0.0038187854137504474 0.0042231402025208814 -0.0074402986693062959
leaf_weight=1321369 1765 1154 93 591 29 27 67 34 24 52 21 30 32 21 26 23 23 25 26 29 282 29 20 20 242 127 34 32 32 42
leaf_count=1321369 1765 1154 93 591 29 27 67 34 24 52 21 30 32 21 26 23 23 25 26 29 282 29 20 20 242 127 34 32 32 42
internal_value=-2.19292e-06 -0.000677038 0.000314155 0.000616501 0.00205232 -0.00085415 0.00107264 0.00429225 0.00676775 0.00455658 0.00784133 0.0106907 0.0147051 0.0055865 0.0213082 0.00167967 0.0114385 0.00131589 0.00103919 0.00132978 -0.00152847 0.00427721 -0.00184623 -0.00443292 -0.00623789 -0.00110762 0.00151738 0.00602327 0.0120799 -0.000934274
internal_weight=1.32632e+06 4952 2680 2587 1309 1278 687 307 240 206 154 130 100 42 58 1280 46 1234 1209 1183 380 98 2272 507 389 147 118 84 52 71
internal_count=1326321 4952 2680 2587 1309 1278 687 307 240 206 154 130 100 42 58 1280 46 1234 1209 1183 380 98 2272 507 389 147 118 84 52 71
is_linear=0
shrinkage=0.05


Tree=448
num_leaves=31
num_cat=1
split_feature=94 30 86 32 136 17 25 83 33 101 65 52 112 28 32 126 32 60 76 75 63 30 124 16 36 54 56 54 28 55
split_gain=0.869724 3.03876 3.34383 3.25588 3.53797 3.18541 3.95458 3.79936 3.17087 3.1289 3.09917 2.95318 2.89902 2.855 2.82589 3.44971 2.80035 2.9192 2.68452 2.65067 2.64433 3.4093 2.77761 3.46415 4.06956 2.82703 2.6153 2.78509 2.79733 4.21012
threshold=-0.95873832702636708 1015.0499877929689 0.87407970428466808 12.449999809265138 0 15.405000209808351 283.50000000000006 303.87573242187506 18.349999427795414 -0.73970699310302723 1.485000014305115 5.5750000476837167 -0.46173103153705591 1015.0499877929689 12.949999809265138 -1.0000000180025095e-35 13.150000095367433 0.27760526537895208 28.454999923706058 0.76172751188278209 0.70066902041435253 1019.6499938964845 -0.47714059054851526 14.039999961853029 11.150000095367433 2.6450001001358037 197.08123016357425 0.25499999523162847 1018.4500122070314 2.685000061988831
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 12 4 13 6 -5 19 -7 -4 26 16 -1 -3 15 -14 17 -12 -11 -8 22 -22 -6 25 -25 -24 -9 -28 -29 -30
right_child=-2 3 9 5 20 8 7 10 -10 18 11 -13 14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-0.00058622486792701128 7.294381941598984e-06 -0.0046075466307519573 -0.0021017176011375953 -0.0012912641214339687 -0.0069195670662689866 0.0008759644298396989 0.0021626659167648409 -0.0010097973519996141 0.0081980139776789713 0.0013260816273491195 0.0014985007631099401 0.0013286301172716363 0.0052401707203139818 0.00014164652870686905 8.8206688273516877e-05 0.00069606266941354489 -0.0012693172767131347 -0.006775853489350875 -0.001506318286131225 -0.00088294931981274395 0.0023217658068586055 -0.0093009077516473734 -0.0029795449408394421 0.0013985040549041449 -0.0084570593323339445 0.00057467727156211481 0.020911630178275315 0.0017925619692732654 0.018716567979039003 -0.0060619650874286892
leaf_weight=17385 1258795 351 838 8376 404 2834 2890 505 156 9430 136 844 628 3215 9195 1247 2603 493 918 949 465 73 1524 139 425 884 23 512 60 24
leaf_count=17385 1258795 351 838 8376 404 2834 2890 505 156 9430 136 844 628 3215 9195 1247 2603 493 918 949 465 73 1524 139 425 884 23 512 60 24
internal_value=-2.08328e-06 -0.000176898 0.000104419 -0.000576815 -0.00146917 -0.0002497 -0.000508555 0.000216742 0.00125798 0.000836842 -0.000664048 -0.00130505 -0.000183505 -0.000324904 0.00044895 0.00221804 -0.0019928 -0.0049868 0.00107481 0.00140979 -0.00250446 0.000744712 -0.00302967 -0.0025009 -0.00602812 -0.00167476 0.00166043 0.00383888 0.00318003 0.011637
internal_weight=1.32632e+06 67526 39641 27885 7480 20405 17415 9039 2990 11186 5200 4076 28455 3566 11070 1875 3232 629 10348 3839 3914 538 3376 2972 564 2408 1124 619 596 84
internal_count=1326321 67526 39641 27885 7480 20405 17415 9039 2990 11186 5200 4076 28455 3566 11070 1875 3232 629 10348 3839 3914 538 3376 2972 564 2408 1124 619 596 84
cat_boundaries=0 1
cat_threshold=1250
is_linear=0
shrinkage=0.05


Tree=449
num_leaves=31
num_cat=1
split_feature=39 29 106 99 98 58 95 93 52 84 78 21 97 12 30 4 8 100 38 79 7 68 9 89 53 43 136 38 92 20
split_gain=0.86321 1.55579 2.09445 1.66898 3.01957 1.57621 1.79189 1.52542 2.23318 1.51568 2.37828 1.22523 1.20379 1.16332 0.943276 0.900605 1.32305 0.869169 1.02648 1.01538 1.12898 0.862298 0.831613 0.830804 3.99469 3.39061 3.26968 6.5088 4.789 3.37636
threshold=7.4500000476837167 1020.1499938964845 -0.56284621357917775 -0.85710111260414112 -0.93444272875785817 262.33135986328131 0.65395000576972973 0.81162375211715709 1.0000000180025095e-35 0.88083913922309887 49.965000152587898 5.5250000953674325 -0.67446085810661305 1.6050000190734866 1013.5499877929689 10.250000000000002 14.84999990463257 0.54490220546722423 8.0500001907348651 22.314999580383304 6.4500000476837167 320.89799499511724 17.349999427795414 -0.6919041872024535 0.22500000149011615 13.250000000000002 0 18.650000572204593 0.77939698100090038 6.2149999141693124
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 11 4 13 12 9 15 -9 14 -11 -1 -4 -3 -7 -5 -17 18 19 20 -13 -8 -19 24 25 -2 27 29 -28 -26
right_child=23 3 5 7 -6 6 21 8 -10 10 -12 17 -14 -15 -16 16 -18 22 -20 -21 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.008136647905325289 0.0010214495011959951 -0.009559042663091705 -0.0072739131913027348 -0.0069059492215852855 0.017932026109729823 0.0087364658568825204 0.0018678028746668637 -0.00018950570813846664 0.016938313297354259 0.025255376650020478 0.0024309169744984025 -0.0033245790483696124 -0.00018656384913507762 0.0056825584071057457 -0.0043790391001563801 0.0085425173235125842 -0.0058636208407252151 -0.0064160459193662051 0.010243344497090828 -0.0055213084021002723 0.011293872393667699 -0.0086917477370849969 0.004409565245732665 -2.9306280869557396e-05 0.0010121997549897622 -0.0070347637823557092 6.9516030162541643e-07 -0.0053172827101547245 -0.0009914430737998504 0.00019289923961842326
leaf_weight=164 12349 21 85 88 39 29 58 71 26 25 21 28 203 31 26 30 34 157 21 73 25 29 20 870838 15820 132 351469 508 12599 61302
leaf_count=164 12349 21 85 88 39 29 58 71 26 25 21 28 203 31 26 30 34 157 21 73 25 29 20 870838 15820 132 351469 508 12599 61302
internal_value=-1.97911e-06 -0.00128779 -0.00231346 0.00162029 0.00741504 4.63298e-05 0.00360749 -0.000497469 0.00440146 0.00813798 0.0148355 -0.00461521 -0.00227832 -0.000472704 0.00253641 -0.00362376 0.000889256 -0.00283276 8.93413e-06 -0.0016968 0.00357092 -0.00165205 -0.00519281 -7.13701e-07 5.41094e-05 0.000936246 2.9183e-05 0.000323763 -3.3638e-05 0.000360962
internal_weight=1.32632e+06 1304 964 340 91 476 188 249 97 101 46 488 288 52 55 152 64 324 147 126 53 87 177 1.32502e+06 454179 12481 441698 77630 364068 77122
internal_count=1326321 1304 964 340 91 476 188 249 97 101 46 488 288 52 55 152 64 324 147 126 53 87 177 1325017 454179 12481 441698 77630 364068 77122
cat_boundaries=0 1
cat_threshold=272
is_linear=0
shrinkage=0.05


Tree=450
num_leaves=31
num_cat=1
split_feature=17 74 27 88 76 106 92 87 14 9 35 38 31 55 87 69 120 136 104 108 92 83 12 0 87 52 29 52 62 92
split_gain=1.13368 2.88555 3.32821 2.91981 2.77961 4.10543 2.21796 2.76752 2.30475 2.20905 2.102 2.26322 2.59581 2.06695 3.77503 3.06143 3.13859 2.57281 3.07427 2.76944 2.47778 2.53421 4.66744 3.05821 2.40856 2.71908 2.5187 2.38106 2.49365 2.31193
threshold=7.4149999618530282 0.62002024054527294 334.50000000000006 -0.59458255767822255 23.904999732971195 -0.77830651402473439 -0.89024874567985524 0.89513352513313305 2.5949999094009404 3.5499999523162846 15.84999990463257 20.44999980926514 1013.6499938964845 2.5149999856948857 0.9023883342742921 325.97186279296881 -0.60873827338218678 0 -0.69439342617988575 0.70708280801773082 0.32861077785491949 331.24639892578131 2.9750000238418584 350.50000000000006 0.85410475730896007 1.1950000524520876 1015.9500122070314 0.70499998331069957 0.37537813186645513 0.96664232015609752
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 3 10 -1 9 -4 -8 -9 -6 -3 -12 -13 17 -15 16 -16 18 19 27 -20 -22 23 24 25 26 -23 28 -7 -19
right_child=-2 2 6 -5 5 13 7 8 -10 -11 11 12 -14 14 15 -17 -18 29 20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.141099298778111e-05 1.2489209085363174e-05 -0.00013981902582669434 -0.006104717520065606 -0.0016149755505798472 0.012443475421539254 0.013835218027302558 0.0018953954575567688 0.0069435732271543845 0.024698970602317294 -0.0035170036568495594 -0.0021969104469595469 -0.00043887229403480891 0.020361017094304167 2.1072833531138186e-05 -0.0015661418990930544 0.019828987722980352 0.010198022688061678 -0.0019471049513621931 -0.0026195585734644232 0.017648339539002151 -0.00044208680634492145 0.026888163812944423 0.022737473578137511 0.019170399852097036 -0.0037458433221680461 -0.0056949621673835363 0.0026268693711608651 -0.0022315558979707751 -0.0043706043793533284 -0.0081679459634998331
leaf_weight=133805 1161214 12892 68 6939 22 68 595 108 22 1489 1919 40 24 2838 117 36 110 1784 810 39 639 23 34 25 118 23 20 102 26 163
leaf_count=133805 1161214 12892 68 6939 22 68 595 108 22 1489 1919 40 24 2838 117 36 110 1784 810 39 639 23 34 25 118 23 20 102 26 163
internal_value=-4.93193e-06 -0.000127612 -0.000652351 -0.000768022 -4.4242e-05 -0.000921763 0.00252954 0.00333937 0.00994833 -0.00328462 -0.000372928 -0.00188843 0.00736109 -0.000409896 0.000552142 0.00628284 0.00413455 -0.00117997 0.0001207 0.00548011 -0.000622949 0.00121067 0.00555681 0.00276187 0.000532454 0.00818153 0.0156038 0.00305888 0.00879957 -0.00245529
internal_weight=1.32611e+06 164898 22607 21814 142291 8486 793 725 130 1511 14875 1983 64 6975 3101 263 227 3874 1927 235 1692 882 243 209 184 66 43 196 94 1947
internal_count=1326112 164898 22607 21814 142291 8486 793 725 130 1511 14875 1983 64 6975 3101 263 227 3874 1927 235 1692 882 243 209 184 66 43 196 94 1947
cat_boundaries=0 1
cat_threshold=4229
is_linear=0
shrinkage=0.05


Tree=451
num_leaves=31
num_cat=0
split_feature=17 66 33 39 81 66 88 54 27 3 15 127 72 68 39 75 29 32 43 125 60 61 87 114 58 53 83 74 72 63
split_gain=1.02315 2.64263 4.27156 3.59281 2.64297 3.87291 2.71567 2.65766 2.95058 3.96487 2.87623 2.35414 2.33151 2.24978 3.39268 2.22296 2.13168 3.7426 2.51994 3.99256 2.71466 3.5334 2.68831 2.4616 2.40821 2.16288 2.13878 2.78921 2.24525 2.13255
threshold=7.4149999618530282 2.0249999761581425 18.250000000000004 21.44999980926514 332.18496704101568 3.1750000715255742 -0.59458255767822255 0.064999999478459372 275.50000000000006 272.50000000000006 1.3350000381469729 -0.60873827338218678 0.2835067510604859 277.19725036621099 17.150000572204593 0.92045772075653087 1010.6499938964845 15.150000095367433 9.3499999046325701 0.97625884413719188 0.32183206081390386 0.4416909813880921 0.91140371561050426 -0.50751903653144825 242.65260314941409 1.935000002384186 331.24639892578131 0.69264155626297008 0.52965870499610912 0.41981828212738043
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 15 3 4 6 12 7 8 9 10 -3 -7 -6 -8 -15 -1 17 26 20 24 21 23 -22 29 -20 -21 -13 28 -28 -18
right_child=-2 2 -4 -5 5 11 13 -9 -10 -11 -12 16 -14 14 -16 -17 18 -19 19 25 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.5913198501556681e-05 1.1864748417115217e-05 -0.0068130579916760338 -0.0039738470564206181 0.019765356250784613 0.0094887516771753628 0.017040495248511433 -0.00036854781712641497 -0.00031968490371386393 0.0014197357804198547 0.02534470090039951 0.016150146834552289 -0.0012984064440050922 -0.0021832473356902635 -0.0022000749996781673 0.0032986991167281553 0.016644782396033408 5.2200937130957201e-05 0.021715455631326354 -0.013565487634729256 0.026101062912493946 0.002392090405137352 0.013149940210561723 0.019055996780516581 -0.004430301918763248 0.0079241002419621516 0.0056922015279442786 0.00044005986950967631 -0.0074348182184621695 0.019094687120782008 0.014449655228564819
leaf_weight=133086 1161214 30 876 22 45 27 4049 18115 269 34 25 97 869 5361 296 20 151 35 22 34 759 39 25 431 32 21 23 20 54 31
leaf_count=133086 1161214 30 876 22 45 27 4049 18115 269 34 25 97 869 5361 296 20 151 35 22 34 759 39 25 431 32 21 23 20 54 31
internal_value=-4.68534e-06 -0.000121231 -0.000530794 -0.000433236 -0.000447619 0.00104228 -0.000591169 -0.000235376 0.0040307 0.0119223 0.00362476 0.00238758 -0.00160859 -0.00126833 -0.00191235 -2.34083e-05 0.00216457 0.00666652 0.00149729 0.00882663 0.000940951 -0.00144293 0.00292346 -0.00237135 -0.000830917 0.0183086 0.00395151 0.00920142 0.0135225 0.00250451
internal_weight=1.32611e+06 164898 31792 30916 30894 2715 28179 18473 358 89 55 1801 914 9706 5657 133106 1774 229 1545 109 1436 652 784 613 54 55 194 97 77 182
internal_count=1326112 164898 31792 30916 30894 2715 28179 18473 358 89 55 1801 914 9706 5657 133106 1774 229 1545 109 1436 652 784 613 54 55 194 97 77 182
is_linear=0
shrinkage=0.05


Tree=452
num_leaves=31
num_cat=0
split_feature=17 74 92 27 76 106 87 114 2 67 64 101 126 57 85 62 21 122 20 79 56 67 127 73 65 19 79 56 78 86
split_gain=0.923389 2.47624 3.02123 3.50367 2.48296 3.70209 2.30186 2.33517 2.07742 2.72988 2.05025 3.62246 2.78344 2.40033 3.12995 2.22257 2.33766 2.46006 2.423 2.79089 2.0495 2.31764 2.00787 2.39408 1.90641 1.90588 1.90258 3.7946 1.89708 2.20015
threshold=7.4149999618530282 0.62002024054527294 -0.95116284489631642 334.50000000000006 23.904999732971195 -0.77830651402473439 0.91140371561050426 -0.35019405186176294 224.50000000000003 1.435000002384186 7.5450000762939462 0.45267495512962347 0.9996192753314973 347.87677001953131 0.87196427583694469 0.3029571026563645 4.8750000000000009 -0.47714059054851526 6.0150001049041757 42.364999771118171 169.29924774169925 3.5649999380111699 0.7933231294155122 0.70998224616050731 1.0000000180025095e-35 5.4100000858306894 31.625000000000004 328.12422180175787 6.8450000286102304 0.85748571157455455
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 20 10 26 8 -5 -8 9 -6 11 -4 13 15 -15 16 -13 18 19 -18 21 -3 23 -20 -7 -26 -1 -28 -19 -30
right_child=-2 2 3 6 5 24 7 -9 -10 -11 -12 12 -14 14 -16 -17 17 28 22 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=2.972701058889745e-05 1.1271511221010553e-05 0.0088149319953716755 -0.00029178603825800873 0.0022192139023515796 0.015764625815791078 -0.004500541614758765 0.024560222801907609 0.0022651649768585746 -0.0036407106972243517 -0.0014545328438100294 0.00042743942055069312 -0.0080974262896115375 0.012336216694401469 0.022439813484316288 -0.00245339048893324 -0.0027828650369764222 0.00025114677283982707 0.012783218594267965 0.0073248411212262004 0.018393216705457731 -0.0029722807155278196 -0.003001890544380461 -0.0016242533099527163 0.026665867616732914 -0.0036121231323288541 -6.1572202611789804e-06 -0.0030063094841191306 0.014545447810087354 -0.0076802569562821723 -0.00074616986654370493
leaf_weight=132956 1161214 82 10660 700 32 270 24 23 1397 82 4229 92 34 23 28 3578 582 20 48 22 1790 84 30 24 389 6316 817 32 166 368
leaf_count=132956 1161214 82 10660 700 32 270 24 23 1397 82 4229 92 34 23 28 3578 582 20 48 22 1790 84 30 24 389 6316 817 32 166 368
internal_value=-4.45107e-06 -0.00011517 -0.00060127 -0.000423379 -3.79388e-05 -0.000867314 0.00293841 0.0136499 -0.0031111 0.00337892 -0.000549547 -0.000813131 -0.00192131 -0.00201863 0.00877296 -0.00213027 -0.000403216 0.000158583 0.00211567 0.000911951 -0.00247941 0.00283534 0.00924358 0.0137718 -0.00038124 -0.000215362 1.46608e-05 -0.00234476 -0.00233547 -0.00290171
internal_weight=1.32611e+06 164898 22607 20651 142291 8486 747 47 1511 114 19904 15675 5015 4981 51 4930 1352 1260 706 604 1956 166 102 72 6975 6705 133805 849 554 534
internal_count=1326112 164898 22607 20651 142291 8486 747 47 1511 114 19904 15675 5015 4981 51 4930 1352 1260 706 604 1956 166 102 72 6975 6705 133805 849 554 534
is_linear=0
shrinkage=0.05


Tree=453
num_leaves=31
num_cat=1
split_feature=110 77 55 134 39 136 120 24 0 64 36 54 109 30 38 121 117 97 32 35 100 85 38 27 33 52 27 112 35 12
split_gain=0.88905 1.60908 2.57304 1.93676 1.87738 2.28539 2.11694 3.59822 1.69404 3.04768 1.57663 1.57449 1.43113 1.43253 2.26333 2.315 2.08607 2.26249 1.56077 1.38167 1.3146 1.20474 1.53013 1.19806 2.24913 1.51753 1.28951 1.18679 1.53389 1.17026
threshold=-0.97263738512992848 9.055000305175783 0.51499998569488536 1015.3500061035157 12.449999809265138 0 0.74892720580101024 294.50000000000006 311.50000000000006 7.9849998950958261 12.750000000000002 3.2150000333786015 -0.82667255401611317 1015.0499877929689 11.949999809265138 0.55191597342491161 -0.80382624268531788 -0.85716587305068959 14.250000000000002 20.650000572204593 0.3065990954637528 0.80659702420234691 11.150000095367433 180.50000000000003 11.84999990463257 6.4649999141693124 176.50000000000003 -0.38266885280609125 17.550000190734867 2.554999947547913
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 2 20 12 5 6 10 29 11 -10 23 -6 13 14 21 19 17 -17 -18 -16 -1 22 -4 24 -3 26 -26 28 -15 -8
right_child=-2 4 3 -5 8 -7 7 -9 9 -11 -12 -13 -14 27 15 16 18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0076235881394573352 -7.9520576599031831e-06 -0.00056557487614629874 -0.0010123943832392494 0.013029783804757665 -0.0027516731617154189 -0.00021153074091696244 0.012501085503026844 0.025259229979621101 0.023032816448248922 0.0017203420713205839 0.013991482152890129 -0.00030058057594382415 -0.00045358190557713443 0.0015401837393891667 0.00016825984813335505 0.02310856722194601 -0.0018499095356920578 0.0036375763118267064 0.0094668845603120555 0.0090612678931151734 0.0063630174472928047 0.019343284108946403 0.01400748478869597 0.0010382000363086225 0.0089780884102462263 0.00054053259002764451 0.022656315103882836 -0.0030481823192400146 0.013453538160371994 -0.001069109819326649
leaf_weight=105 1315232 121 30 39 811 2227 24 26 20 104 26 3410 538 771 402 37 59 25 63 49 20 31 39 1528 96 44 21 139 28 47
leaf_count=105 1315232 121 30 39 811 2227 24 26 20 104 26 3410 538 771 402 37 59 25 63 49 20 31 39 1528 96 44 21 139 28 47
internal_value=-4.22851e-06 0.000445893 0.00159656 0.00198447 0.000124572 0.000883774 0.00213571 0.00934555 -0.000602305 0.00515784 0.00176644 -0.00077152 0.00178964 0.00251101 0.00416385 0.00306278 0.00778927 0.0152574 0.00399401 0.00113446 -0.00538573 0.0111556 0.0074771 0.00159083 0.00458521 0.00845629 0.0114332 0.00121587 0.00195767 0.003518
internal_weight=1.32611e+06 10880 2375 2250 8505 4160 1933 97 4345 124 1836 4221 2211 1673 735 635 184 62 122 451 125 100 69 1810 282 161 117 938 799 71
internal_count=1326112 10880 2375 2250 8505 4160 1933 97 4345 124 1836 4221 2211 1673 735 635 184 62 122 451 125 100 69 1810 282 161 117 938 799 71
cat_boundaries=0 1
cat_threshold=642
is_linear=0
shrinkage=0.05


Tree=454
num_leaves=31
num_cat=1
split_feature=93 22 77 18 123 97 42 66 114 33 3 104 136 76 24 30 61 94 62 22 77 97 22 92 35 96 87 72 57 102
split_gain=0.888365 2.74553 3.04528 3.02898 3.26904 3.22189 2.99533 2.73242 2.62968 2.58168 3.26616 2.90199 2.44574 2.84922 2.50274 2.94035 3.14602 2.28265 2.27853 2.20425 2.19859 2.18835 2.16693 2.08307 2.44924 2.96005 2.2 2.57436 2.67313 2.47262
threshold=-0.99055543541908253 5.9649999141693124 0.98500001430511486 5.1300001144409189 -0.98624804615974415 -0.98570761084556568 18.94999980926514 4.7349998950958261 -0.85260769724845875 13.750000000000002 327.50000000000006 -0.87472674250602711 0 20.404999732971195 340.50000000000006 1015.7500000000001 0.2830908745527268 -0.93866586685180653 0.24953284114599231 4.9849998950958261 24.595000267028812 -0.41160479187965388 5.1649999618530282 -0.91911646723747242 12.250000000000002 -0.53619053959846485 0.87828078866004955 0.63675743341445934 180.06648254394534 0.36854302883148199
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 3 7 9 5 22 12 -3 -4 10 11 -1 13 -6 15 18 -17 19 -15 -14 -18 -11 -5 -10 25 -25 27 28 -26 -28
right_child=-2 2 8 4 6 -7 -8 -9 23 21 -12 -13 17 14 -16 16 20 -19 -20 -21 -22 -23 -24 24 26 -27 29 -29 -30 -31
leaf_value=-0.0013424540661569489 2.3822259856977201e-06 -0.0026509490994514624 -0.0010069660850730181 0.024449187502838102 -0.0040454639750411451 0.0013396344491664956 0.014014360669534653 -0.018130060490220784 5.1731842758918664e-05 0.0027040921107658912 -0.010456717936765581 0.014648083100577684 0.0007321882414582471 0.014839059552177786 -0.015245401971042155 0.023078971369250214 -0.0058732466483167531 -0.00024024616731033543 -0.0032619369382570896 -0.0024337316386253728 0.015675689564086499 -0.0083918664399218763 0.0055061111032652359 -0.0016958536891645917 0.0045730757635674291 0.0058598726546561751 -0.00070120190199383578 -0.00047469504380277875 0.00092514954151001045 0.005567777462284533
leaf_weight=38 1294459 574 3759 26 1337 481 32 30 10613 180 21 112 666 20 20 32 29 4763 133 3151 20 59 36 1044 814 148 207 1342 1311 655
leaf_count=38 1294459 574 3759 26 1337 481 32 30 10613 180 21 112 666 20 20 32 29 4763 133 3151 20 59 36 1044 814 148 207 1342 1311 655
internal_value=-4.01717e-06 -0.000265722 7.78234e-05 -0.000896922 -0.00105785 0.0027224 -0.00125903 -0.00341978 0.000184019 0.00332097 0.00801158 0.0105971 -0.00130709 -0.00310371 0.00173131 0.00318231 0.0108854 -0.00096919 -0.000895794 -0.00188133 0.00292224 -3.50776e-05 0.01345 0.000461502 0.0012492 -0.000757727 0.00180182 0.00123978 0.00232252 0.00406235
internal_weight=1.32611e+06 31653 20497 11156 10746 543 10203 604 19893 410 171 150 10171 1591 254 234 81 8580 153 3817 49 239 62 16134 5521 1192 4329 3467 2125 862
internal_count=1326112 31653 20497 11156 10746 543 10203 604 19893 410 171 150 10171 1591 254 234 81 8580 153 3817 49 239 62 16134 5521 1192 4329 3467 2125 862
cat_boundaries=0 1
cat_threshold=3202
is_linear=0
shrinkage=0.05


Tree=455
num_leaves=31
num_cat=2
split_feature=107 68 28 32 136 8 39 117 100 2 87 31 34 26 42 66 94 16 43 136 41 39 33 78 31 104 79 64 16 53
split_gain=1.16992 2.42968 4.25275 3.31705 2.88238 4.5218 3.68819 4.43395 3.508 2.90556 2.83745 3.87016 3.55848 2.6943 2.86177 2.64968 2.82626 2.52677 2.46937 6.74214 6.05951 3.55778 4.58578 4.95425 4.57853 3.79469 3.54052 3.53421 4.27737 3.81713
threshold=-0.7933237850666045 307.60789489746099 1012.6499938964845 8.3499999046325701 0 5.6499998569488534 12.650000095367433 0.90255093574523937 0.7843814790248872 162.50000000000003 0.87646517157554638 1010.8500061035157 16.849999427795414 304.50000000000006 3.9500000476837163 1.7150000333786013 -0.18998797237873075 14.039999961853029 2.1499999761581425 1 2.4500000476837163 19.44999980926514 18.349999427795414 1.8550000190734866 1015.5499877929689 -0.87642562389373768 5.3849999904632577 0.91500002145767223 5.4100000858306894 0.69499999284744274
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 3 10 -1 5 -4 7 -6 13 -9 12 -12 -3 14 -7 16 -11 -15 19 -5 -21 26 23 24 -23 27 -20 29 -29 -24
right_child=-2 2 4 18 6 8 -8 9 -10 15 11 -13 -14 17 -16 -17 -18 -19 21 20 -22 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00081573128484639396 -3.0604718922917793e-05 -0.0012137084092057248 5.8341236127381756e-05 0.0010915761192715227 -0.00027890205776748961 0.0069011687123345447 0.0010723695002719986 0.020079281856305899 0.0012683185344740733 0.026496593366997941 0.0030835419724247752 -0.0010295360642215386 0.0034687600030281242 0.010654594898461522 -0.0037850923295649195 0.00061610475856215376 0.0010469336435198786 -0.00062131118846305629 -0.00089836061035795326 5.0389909596750657e-05 0.01680107320426032 -0.0028706797965713064 -0.0041060262282632968 0.0033770359843502476 0.0062170050105596819 0.0042990937520875029 0.00012393053222105804 -0.01203491215218002 -0.0010755536011125971 0.0022862960861370829
leaf_weight=11197 925583 6925 1021 16529 10136 165 16455 36 474 24 1172 1117 431 387 101 122 20 57 22432 288494 54 697 275 2259 173 439 13607 91 4117 1549
leaf_count=11197 925583 6925 1021 16529 10136 165 16455 36 474 24 1172 1117 431 387 101 122 20 57 22432 288494 54 697 275 2259 173 439 13607 91 4117 1549
internal_value=2.89568e-07 7.16784e-05 0.000448538 3.14395e-05 0.000751046 0.00248536 0.000607162 -0.000132722 0.00459924 0.00720236 -0.000460962 0.00107642 -0.000939355 0.00682297 0.0028436 0.00440977 0.0149286 0.00920701 5.84864e-05 0.000109802 5.35228e-05 -0.000284535 0.000570811 0.00214235 -0.00106359 -0.000189092 -0.000512381 -0.000515735 -0.00131255 0.00132254
internal_weight=1.32614e+06 400556 38643 361913 28998 2205 26793 10338 1184 202 9645 2289 7356 710 266 166 44 444 350716 305077 288548 45639 9600 3129 870 6471 36039 6032 4208 1824
internal_count=1326139 400556 38643 361913 28998 2205 26793 10338 1184 202 9645 2289 7356 710 266 166 44 444 350716 305077 288548 45639 9600 3129 870 6471 36039 6032 4208 1824
cat_boundaries=0 1 2
cat_threshold=16 48
is_linear=0
shrinkage=0.05


Tree=456
num_leaves=31
num_cat=2
split_feature=60 73 13 119 39 111 33 80 20 36 91 39 60 58 11 79 99 71 39 28 136 33 136 15 68 88 124 39 37 30
split_gain=0.810829 3.99099 3.40146 5.61371 3.82545 5.59425 4.31023 3.68879 5.17501 3.58863 3.68118 4.55021 4.15545 3.45249 3.33976 3.08213 4.67008 3.01396 3.08214 4.43723 3.2438 2.99058 2.97631 2.71123 2.95044 2.70887 3.02366 2.60342 4.59876 3.01038
threshold=0.43144261837005621 0.61648312211036693 1.3949999809265139 0.86159634590148937 12.550000190734865 0.67262187600135814 11.34999990463257 271.17379760742193 5.3350000381469735 12.550000190734865 -0.65017151832580555 13.250000000000002 0.2259640917181969 335.57281494140631 8.9499998092651385 4.6449999809265146 -0.74274420738220204 290.69009399414068 11.250000000000002 1019.1499938964845 0 5.6499998569488534 1 3.0949999094009404 319.24395751953131 -0.97328022122383107 0.9536806344985963 17.349999427795414 17.44999980926514 1013.0499877929689
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 -1 3 7 6 14 17 8 -3 10 11 -7 -13 -10 27 -9 -17 -4 19 20 -19 23 -16 24 -20 26 -5 28 -6 -29
right_child=-2 2 4 25 5 9 -8 15 13 -11 -12 12 -14 -15 22 16 -18 18 21 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=1.698621242592449e-05 5.6781011754346652e-05 -0.0022383472768324909 -0.0012265258696003236 0.0042943927329307536 0.00034596001194157899 0.0019875304464739814 0.0006985585960379634 -0.00063601148548901533 0.00046542812923274618 -0.0011916150774544988 -0.0015030195009178267 0.032616151414722919 0.0082121215942677437 0.016674459649419243 -0.0077491722631844165 -0.0024800265261032319 0.00049999774839610612 -0.0017001044289883457 0.00010718589618971403 0.0022006670260189876 0.00052873807066571379 -0.0013508771086762632 -0.00069354241019522621 0.015364639736002401 0.015720202129929983 0.0022450786981156007 0.021485471439252543 0.00062989141120112896 0.0065148059629720201 -0.0028823688779822934
leaf_weight=765102 429335 2175 6181 68 23800 732 22030 8559 7313 21336 650 21 103 33 142 7503 1594 2213 275 2921 6135 4392 9991 42 34 652 41 1120 306 1340
leaf_count=765102 429335 2175 6181 68 23800 732 22030 8559 7313 21336 650 21 103 33 142 7503 1594 2213 275 2921 6135 4392 9991 42 34 652 41 1120 306 1340
internal_value=2.75502e-07 -2.67759e-05 -0.000281005 -0.000770707 -0.000149155 -0.000410794 0.000203112 -0.000889309 -9.60479e-05 -0.00102511 0.0013338 0.00348792 0.0123451 0.000538243 -2.84343e-05 -0.00131707 -0.00195786 -0.000288695 7.33286e-05 0.000523375 -6.35166e-05 -0.000995947 -0.000800749 0.00344524 0.00182512 0.0034648 0.0107608 0.000266148 0.000424267 -0.00128329
internal_weight=1.32614e+06 896804 131702 27938 103764 59541 44223 27177 9521 22842 1506 856 124 7346 36699 17656 9097 22193 16012 11269 8348 4743 10133 351 309 761 109 26566 24106 2460
internal_count=1326139 896804 131702 27938 103764 59541 44223 27177 9521 22842 1506 856 124 7346 36699 17656 9097 22193 16012 11269 8348 4743 10133 351 309 761 109 26566 24106 2460
cat_boundaries=0 1 2
cat_threshold=19 4
is_linear=0
shrinkage=0.05


Tree=457
num_leaves=31
num_cat=2
split_feature=107 18 26 79 21 3 136 54 28 60 54 66 112 75 7 9 37 38 1 61 135 56 79 36 22 7 72 18 136 123
split_gain=1.05496 2.48264 6.20406 3.89803 3.14667 2.97759 2.62391 2.84725 3.71775 3.30406 2.59596 3.50452 2.54387 2.53215 2.69893 2.83097 2.47204 3.41264 2.39409 2.37341 3.19677 2.88044 2.29851 3.1999 3.4992 3.3635 3.27171 3.75444 2.84217 3.003
threshold=-0.7933237850666045 13.344999790191652 190.50000000000003 1.6150000095367434 6.6849999427795419 194.50000000000003 0 6.1449999809265146 1019.8500061035157 0.17275185883045199 0.79500001668930065 0.75499999523162853 -0.9914070963859557 0.2970180362462998 0.84999999403953563 3.6499999761581425 15.650000095367433 14.050000190734865 107.50000000000001 0.38094906508922582 1015.5499877929689 135.45115661621097 10.805000305175783 13.34999990463257 4.8350000381469735 4.2500000000000009 0.7019610106945039 6.9049999713897714 1 0.97233289480209362
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 1 2
left_child=1 22 3 5 10 -3 13 9 -9 -8 -4 -12 -11 14 -5 -16 17 18 -14 20 21 -6 -1 24 -24 26 27 -25 29 -27
right_child=-2 2 4 6 19 -7 7 8 -10 12 11 -13 16 -15 15 -17 -18 -19 -20 -21 -22 -23 23 25 -26 28 -28 -29 -30 -31
leaf_value=5.3848738616304055e-05 -2.9078965813450884e-05 -0.0033250518416119163 -0.0029832103078448655 0.020154139537724755 -0.0061404838350168859 0.00019091429701047167 0.0094668766778583328 0.0018427126459768376 -0.0059057889060080398 -0.010869779794787367 0.00076149728088543858 -0.0008282800150592926 -0.0068786875319366897 0.0015866400930735739 -0.0016326240837565616 0.0085529594205643478 -0.0039146474484622858 0.0028884027331622015 -0.00068744906937053365 -2.2976832253332864e-05 0.011118537545169019 -0.00094911912919337909 -0.003326758983582135 -0.0013274874908041367 0.0001863410381929266 0.00091795268827010983 0.0010102581211559642 0.0039569989093338198 -0.00021075900577183996 0.020309582315385342
leaf_weight=176973 925583 854 1182 31 282 2042 75 2761 164 66 4079 23087 183 7416 111 177 537 643 1064 86359 53 5091 718 401 55352 11361 7616 2077 9781 20
leaf_count=176973 925583 854 1182 31 282 2042 75 2761 164 66 4079 23087 183 7416 111 177 537 643 1064 86359 53 5091 718 401 55352 11361 7616 2077 9781 20
internal_value=2.58102e-07 6.80486e-05 -0.000105317 0.000815606 -0.000228922 -0.000845907 0.00117936 0.000341018 0.00140827 -0.00087327 -0.000689379 -0.000589573 -0.00118435 0.00177198 0.00613615 0.00462727 -0.000920959 -7.03718e-05 -0.00159603 -8.67087e-05 -0.00110105 -0.00122159 0.000157426 0.000367333 0.000141354 0.000772716 0.00152373 0.00310184 0.000414493 0.000951194
internal_weight=1.32614e+06 400556 136257 16124 120133 2896 13228 5493 2925 2568 28348 27166 2493 7735 319 288 2427 1890 1247 91785 5426 5373 264299 87326 56070 31256 10094 2478 21162 11381
internal_count=1326139 400556 136257 16124 120133 2896 13228 5493 2925 2568 28348 27166 2493 7735 319 288 2427 1890 1247 91785 5426 5373 264299 87326 56070 31256 10094 2478 21162 11381
cat_boundaries=0 1 2
cat_threshold=4209 2339
is_linear=0
shrinkage=0.05


Tree=458
num_leaves=31
num_cat=1
split_feature=94 90 132 36 16 89 126 119 136 109 93 64 14 8 37 99 55 67 11 60 28 56 103 30 112 65 89 102 71 3
split_gain=0.966358 3.60172 3.59927 4.06211 4.1091 3.51888 3.43958 3.47931 3.53651 4.25745 5.10089 3.62806 3.47041 3.50821 3.44584 3.74055 3.78907 3.24785 3.17198 3.18321 3.20324 3.30294 3.83989 3.3048 3.10505 4.01518 3.03903 2.94588 3.07773 3.58704
threshold=-0.16858211904764173 -0.72417777776718129 1016.3500061035157 14.050000190734865 15.405000209808351 1.0000000180025095e-35 0.90255093574523937 0.76037701964378368 0 0.058816546574234969 -0.90108487010002125 18.314999580383304 0.6850000023841859 12.34999990463257 13.250000000000002 -0.76277977228164662 19.265000343322757 2.3149999380111699 2.1499999761581425 0.23688364028930667 1012.9500122070314 160.31931304931643 -0.90240320563316334 1015.2500000000001 -0.96811076998710621 11.614999771118166 0.16314863413572314 0.84524318575859081 337.70332336425787 331.50000000000006
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 -1 6 -4 24 -2 7 8 11 10 -10 12 -3 18 15 16 -11 -8 19 20 -14 23 -23 -22 25 -5 -16 28 -9 -30
right_child=5 2 3 4 -6 -7 17 27 9 14 -12 -13 13 -15 26 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00030420997600430792 -1.3719893517610055e-05 -0.0013139818763492908 -0.0039416926521714515 0.00094809322635067963 0.0047950850874269218 -0.00098028622886877129 9.3278532919962619e-05 0.00078420575534749793 -0.0032045702447984778 -0.0014752469380871543 -0.00052883368373043028 -0.0016061469198129054 -0.0036146462783933834 -0.0013177485583773169 -7.4944558469654561e-05 0.00051470980845131546 -0.011325675272617979 -0.0012410335844995606 0.00050678736924720115 -0.00053258506795215521 0.008731597744944421 0.025943255717200894 0.0064906901211469192 -0.0068584417185243848 -0.0025010779754532581 0.020158566787893722 0.0016781694973308976 -0.0015884003719945511 0.0034243056568794132 0.018482737951170732
leaf_weight=111513 1020557 3500 1259 136 334 9504 7955 16902 2640 7030 5475 2790 130 3236 38008 2912 99 10688 63666 12080 55 28 270 89 1035 34 2644 1316 205 49
leaf_count=111513 1020557 3500 1259 136 334 9504 7955 16902 2640 7030 5475 2790 130 3236 38008 2912 99 10688 63666 12080 55 28 270 89 1035 34 2644 1316 205 49
internal_value=2.45117e-07 7.98561e-05 -5.56971e-05 -0.00183535 -0.000112232 -2.26381e-05 -2.83023e-05 4.52277e-05 -3.72911e-05 -0.000335956 -0.00139931 0.000167331 0.000226927 0.000294719 -0.000165798 -0.000995259 -0.00161204 -0.00067168 0.00036309 -0.000360006 0.00328467 0.00531388 0.00831845 -0.000903913 -0.00147243 0.00479019 3.90777e-05 0.000691422 0.000866302 0.00632928
internal_weight=1.32614e+06 296078 184565 2798 1539 1.03006e+06 181767 163124 144652 58808 8115 85844 83054 79554 50693 10041 7129 18643 76318 12652 572 442 298 144 1205 170 40652 18472 17156 254
internal_count=1326139 296078 184565 2798 1539 1030061 181767 163124 144652 58808 8115 85844 83054 79554 50693 10041 7129 18643 76318 12652 572 442 298 144 1205 170 40652 18472 17156 254
cat_boundaries=0 1
cat_threshold=231
is_linear=0
shrinkage=0.05


Tree=459
num_leaves=31
num_cat=1
split_feature=107 68 122 5 53 65 43 102 111 26 121 79 136 42 15 79 36 20 10 36 72 127 17 8 55 120 53 79 121 7
split_gain=0.923151 2.31002 3.52847 2.88852 3.09333 6.41215 5.79171 5.81696 4.92267 4.8155 4.05415 3.50904 3.40421 4.17377 3.39265 3.18852 4.16605 3.74038 4.10797 3.16278 3.23442 4.32805 3.96352 3.34253 5.97395 4.04593 6.03862 4.59183 3.63051 3.36875
threshold=-0.7933237850666045 287.46984863281256 0.30069434642791754 11.949999809265138 1.4550000429153445 1.735000014305115 15.250000000000002 0.11026649922132493 0.10180119425058366 245.50000000000003 0.78257837891578685 2.2350000143051152 0 11.550000190734865 3.1950000524520878 15.125000000000002 15.050000190734865 6.6749999523162851 9.2500000000000018 11.750000000000002 0.40895281732082372 0.86159634590148937 12.50999975204468 6.7500000000000009 0.11499999836087228 0.89490029215812694 0.2650000005960465 2.7749999761581425 -0.99687939882278431 4.8500001430511483
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 3 -3 4 5 12 7 8 10 -8 15 -10 13 -1 -9 -7 -17 18 -18 -14 21 22 -21 -22 28 -26 -27 -28 -25 -30
right_child=-2 2 -4 -5 -6 6 9 14 11 -11 -12 -13 19 -15 -16 16 17 -19 -20 20 23 -23 -24 24 25 26 27 -29 29 -31
leaf_value=0.0010847867620253856 -2.7210405881295199e-05 0.00028796545407417604 -0.00036228070118761067 -0.0013542929701296793 -0.00013113038532626037 0.0018094173609989668 0.00037040458184064312 0.0001166971174394712 0.0040511773213286993 -0.008297926831334252 0.0051649046598380224 -0.0001522042393932425 -0.0026672026023747842 0.012235700432752628 0.018939763536521548 0.0026601695053541977 0.0044334419689571053 0.033844581292942169 0.027061602242153 0.0017366919753816275 -0.00085466660152655406 -0.0026411486056545754 -0.00084982582582128008 0.0073414906927721417 -0.00081886457684429237 -0.0076477775757666684 0.0036122963692133241 0.03170833859423345 0.0040099965501299486 -0.00043929777874016009
leaf_weight=3464 925583 152347 24173 4122 161503 6432 340 9356 576 303 1247 3598 1328 86 24 227 78 20 27 5552 16636 889 2020 351 4064 32 26 33 840 862
leaf_count=3464 925583 152347 24173 4122 161503 6432 340 9356 576 303 1247 3598 1328 86 24 227 78 20 27 5552 16636 889 2020 351 4064 32 26 33 840 862
internal_value=2.32861e-07 6.36473e-05 0.000198919 -4.29349e-05 -1.83552e-05 0.000293461 0.000961846 0.00110115 0.00182072 -0.00371436 0.00254464 0.00042785 -0.000117142 0.00135112 0.000164858 0.002063 0.00669665 0.0140269 0.0102521 -0.000277196 -0.000175897 0.000659199 0.00104668 -0.000485202 0.000504879 -0.000585391 0.00984138 0.019327 0.00271144 0.00175659
internal_weight=1.32614e+06 400556 176520 224036 219914 58411 22228 21585 12205 643 8031 4174 36183 3550 9380 6784 352 125 105 32633 31305 8461 7572 22844 6208 4155 91 59 2053 1702
internal_count=1326139 400556 176520 224036 219914 58411 22228 21585 12205 643 8031 4174 36183 3550 9380 6784 352 125 105 32633 31305 8461 7572 22844 6208 4155 91 59 2053 1702
cat_boundaries=0 1
cat_threshold=150
is_linear=0
shrinkage=0.05


Tree=460
num_leaves=31
num_cat=2
split_feature=93 29 91 123 136 14 115 34 67 23 79 107 17 4 82 85 73 18 14 135 132 7 37 6 90 79 136 59 56 28
split_gain=0.938195 2.86476 3.39422 3.74931 3.61574 3.70826 3.3915 3.17156 2.98238 5.48693 3.08651 4.21747 3.39185 3.08739 3.5187 3.28809 3.65597 3.0177 2.89474 2.85597 2.79016 2.67501 2.87297 2.6427 2.5846 2.58207 2.57738 3.41851 2.59984 3.24519
threshold=-0.069747749716043458 1023.5499877929689 -0.61608824133872975 0.26722820103168493 0 1.1250000000000002 -0.8703225553035735 23.44999980926514 1.075000047683716 6.0250000953674325 11.805000305175783 -0.80493456125259388 5.4100000858306894 11.650000095367433 320.88371276855474 0.8422682285308839 0.5866777002811433 7.4149999618530282 0.6850000023841859 1014.0499877929689 1019.2500000000001 12.150000095367433 13.150000095367433 0.25000000745058065 0.30506828427314764 43.82500076293946 1 166.91548919677737 280.53771972656256 1013.1499938964845
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 1 2 2 2
left_child=1 2 7 6 -5 -6 -4 -1 18 10 11 -10 -13 15 -15 -12 17 19 -8 21 -11 -17 -23 -7 -2 -26 27 -20 -28 -30
right_child=24 -3 3 4 5 23 8 -9 9 20 13 12 -14 14 -16 16 -18 -19 26 -21 -22 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.00025297421522715548 -1.7404295830312783e-05 -0.00086038570567096781 -0.00048118820829540112 -0.00012898984606415028 -0.0032343544936472689 0.0071617158114250824 -0.0014884392595447744 0.01416110639096942 -0.00023905117594053357 0.00030814909320652742 -0.001713211959434801 0.0022570670317535436 -0.0022622969541256171 -0.00020275136449168009 -0.005701634754131539 -0.00024049340528040401 -0.00019864965678535775 0.0033608383579427437 0.0034157892857176516 0.0078710966406199401 -0.0060691089572406619 0.0010016314486866115 0.01787698012560086 -0.0010014192353444203 -0.001383421729326897 0.0043726006288510371 1.2567210919525962e-05 0.00099211344479337854 -0.0029750605221878935 0.0050522601622203199
leaf_weight=163476 999120 7983 26936 10237 2322 101 1349 41 7272 60740 1799 444 6393 727 485 2054 5701 1712 1883 127 172 61 43 5400 4843 203 7434 6399 164 542
leaf_count=163476 999120 7983 26936 10237 2322 101 1349 41 7272 60740 1799 444 6393 727 485 2054 5701 1712 1883 127 172 61 43 5400 4843 203 7434 6399 164 542
internal_value=7.0949e-07 7.49763e-05 9.87555e-05 -7.25942e-05 -0.000748409 -0.00155681 1.95644e-05 0.000256462 0.000147414 2.77663e-05 -0.000568169 -0.00107726 -0.00196881 -2.99334e-06 -0.00240321 0.000250035 0.000614221 0.00177364 0.000738079 0.000584449 0.000290141 0.000155624 0.00797894 -0.000851542 -2.3105e-05 -0.00115186 0.000920978 0.0015413 0.000287588 0.00318756
internal_weight=1.32616e+06 321997 314014 150497 18060 7823 132437 163517 105501 87730 26818 14109 6837 12709 1212 11497 9698 3997 17771 2285 60912 2158 104 5501 1.00417e+06 5046 16422 8282 8140 706
internal_count=1326163 321997 314014 150497 18060 7823 132437 163517 105501 87730 26818 14109 6837 12709 1212 11497 9698 3997 17771 2285 60912 2158 104 5501 1004166 5046 16422 8282 8140 706
cat_boundaries=0 1 2
cat_threshold=4326 550
is_linear=0
shrinkage=0.05


Tree=461
num_leaves=31
num_cat=1
split_feature=72 18 43 60 97 100 15 92 61 26 8 136 94 36 103 88 89 70 60 83 70 16 9 52 74 39 93 35 57 72
split_gain=1.03382 2.45725 2.33926 2.88802 3.05341 2.2693 2.20455 2.26103 2.36701 2.35499 2.96525 3.4776 2.62282 2.36288 2.30522 2.22477 2.20235 2.12201 2.10434 3.0747 3.05513 5.56871 3.30885 2.57898 2.66723 4.81119 2.52381 2.51032 2.42543 2.27212
threshold=0.76840001344680797 11.120000362396242 8.7500000000000018 0.19002065807580951 -0.46506670117378229 0.7843814790248872 3.0949999094009404 0.88805899024009716 0.24576461315155032 334.50000000000006 2.7500000000000004 0 -0.9036729335784911 12.750000000000002 0.341912791132927 0.066388599574565901 -0.99681612849235524 305.50169372558599 0.31268417835235601 346.32397460937506 313.45729064941412 9.5450000762939471 13.750000000000002 0.46500000357627874 0.91287308931350719 11.949999809265138 -0.96957364678382862 14.250000000000002 335.16798400878912 0.79599335789680492
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 5 4 -4 -2 7 9 -9 10 11 13 -12 -7 -10 -8 -16 -18 19 20 21 29 27 -20 26 -26 -25 28 -22 -5
right_child=1 -3 3 18 -6 6 15 8 14 -11 12 -13 -14 -15 16 -17 17 -19 23 -21 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=2.4437138950620565e-05 -0.00037832798077572769 3.3860070436378732e-05 0.0025673076747825332 0.014824941928790353 0.022270711804958411 0.019704850612144019 -0.00043559875517163826 -0.0011039427497205635 0.020614937413483858 -0.0014018356700332582 0.0042685143063555921 -0.0023544826899545598 0.00092380892838273161 0.0028342395469112551 -0.011182938803452998 -0.0058068770566445686 0.010636697510637127 0.0030547519085698856 0.013997167330235245 0.01593952915072441 -0.0052059213978118309 -0.0049016460791961956 0.011791592730830113 0.0062310131956432148 0.024524191487238139 0.00067993294131676006 0.0005209563713938092 -0.016568300015189583 0.0090853408939437948 0.0035194970965015029
leaf_weight=1028234 101088 181265 51 67 32 29 2807 322 20 1430 686 1010 4026 73 25 207 103 887 40 25 411 175 30 209 34 56 2612 45 32 132
leaf_count=1028234 101088 181265 51 67 32 29 2807 322 20 1430 686 1010 4026 73 25 207 103 887 40 25 411 175 30 209 34 56 2612 45 32 132
internal_value=6.73967e-07 -8.13392e-05 -0.000260328 0.000935514 0.0101638 -0.000302247 0.000359333 0.000766694 0.00263994 0.000416267 0.000862676 -0.00145974 0.00141075 0.00694947 0.00380471 -0.000804495 0.00347347 0.00384358 0.000737493 -0.00135462 -0.00183932 0.00160443 -0.00432573 0.0013876 0.00121433 0.00968776 0.000943999 -0.00531655 -0.0041736 0.00732585
internal_weight=1.32616e+06 297929 116664 3951 83 112713 11625 8611 1357 7254 5824 1112 4712 102 1035 3014 1015 990 3868 917 892 374 518 2951 2911 90 2821 488 443 199
internal_count=1326163 297929 116664 3951 83 112713 11625 8611 1357 7254 5824 1112 4712 102 1035 3014 1015 990 3868 917 892 374 518 2951 2911 90 2821 488 443 199
cat_boundaries=0 1
cat_threshold=512
is_linear=0
shrinkage=0.05


Tree=462
num_leaves=31
num_cat=0
split_feature=21 52 34 91 100 106 104 9 26 32 9 76 36 109 71 111 42 64 86 12 32 109 86 2 42 106 94 93 71 92
split_gain=0.916042 2.72396 5.21816 2.58833 2.87838 2.53026 2.39422 10.4698 5.65004 2.28702 3.64869 2.3369 3.10028 3.71411 3.65656 3.41675 3.31356 3.28687 2.84802 2.83192 2.82216 2.52132 2.46205 2.44435 2.58102 3.25672 2.51985 2.63736 3.05248 3.48106
threshold=5.0450000762939462 0.10500000044703485 7.2500000000000009 -0.99588972330093373 -0.46851761639118189 -0.64856502413749684 0.32838273048400884 8.6500000953674334 254.50000000000003 17.650000572204593 3.0499999523162846 3.2849999666213994 14.250000000000002 0.99502447247505199 240.26026153564456 -0.054518897086381905 15.250000000000002 0.95499998331069957 0.85339003801345836 1.8750000000000002 14.750000000000002 0.61970573663711559 0.62564614415168773 323.50000000000006 13.750000000000002 -0.94948992133140553 -0.87277585268020619 -0.21159733086824414 260.18452453613287 -0.4107599258422851
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 5 4 -1 -3 -5 8 -8 11 -11 12 14 16 21 -15 17 18 20 -13 22 -4 -14 26 25 -25 -22 28 -28 -30
right_child=-2 2 9 6 -6 -7 7 -9 -10 10 -12 19 13 15 -16 -17 -18 -19 -20 -21 23 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.014646911043673756 1.2420037330973788e-05 0.0088468259672994133 0.0054901053259653575 -9.0382560868183121e-07 0.0021897819023637658 -0.00046909086923157682 0.010847533892454773 -0.0046934449797845449 0.045392095670104028 0.0031410177608766875 -0.0026584745661811585 -6.2445731844009631e-05 0.0081480559892952442 0.024400857001543045 -0.0010877333409300529 -0.0020109922625124454 0.0068759750671427144 -0.0049489365907446105 -0.0041806859470629688 -0.0018278257513296148 -0.0039483624694661096 -0.0018384873319846748 -0.0046129080712023649 0.01737113751650143 -0.0094697500206530096 0.00039778822753578432 0.0011800417405827784 -0.0025570191422572535 0.017581079882228564 0.0020315788163203902
leaf_weight=50 1227511 220 433 63590 639 109 29 76 20 307 2326 22804 41 25 1606 24 94 1076 774 2523 298 161 484 65 20 50 390 274 71 73
leaf_count=50 1227511 220 433 63590 639 109 29 76 20 307 2326 22804 41 25 1606 24 94 1076 774 2523 298 161 484 65 20 50 390 274 71 73
internal_value=6.39381e-07 -0.000145945 -0.000506239 4.56472e-05 0.00309378 0.0057604 1.26853e-05 0.00692575 0.0249474 -0.000567023 -0.00198227 -0.000447917 -0.0013388 -0.00221129 0.000151963 0.0114644 -0.00239191 -0.00263283 -0.00165168 -0.000238308 -0.000543271 0.00350374 -0.00361634 0.000756778 0.00710828 0.00999142 -1.84964e-05 0.00143088 0.00347711 0.00969835
internal_weight=1.32616e+06 98652 34248 64404 689 329 63715 125 49 33919 2633 31286 5959 3759 2200 49 3710 3616 2540 25327 1766 594 525 1241 135 115 1106 808 534 144
internal_count=1326163 98652 34248 64404 689 329 63715 125 49 33919 2633 31286 5959 3759 2200 49 3710 3616 2540 25327 1766 594 525 1241 135 115 1106 808 534 144
is_linear=0
shrinkage=0.05


Tree=463
num_leaves=31
num_cat=2
split_feature=72 17 79 136 52 13 74 63 60 96 23 34 56 107 64 66 22 78 55 6 111 59 76 73 63 65 67 33 136 11
split_gain=0.944823 2.41863 2.35288 3.97945 3.21545 2.92659 3.28268 2.86588 2.80166 3.31995 3.37356 3.04162 2.95541 2.87048 2.61438 2.43823 2.39246 3.48336 2.78709 2.63575 2.36592 3.05037 2.83267 2.65838 2.35518 2.3381 3.08001 2.49415 3.71301 5.11071
threshold=0.76840001344680797 11.120000362396242 17.304999351501468 0 0.70499998331069957 1.6050000190734866 0.87886989116668712 0.28849658370018011 0.41332770884037023 -0.53619053959846485 8.3649997711181658 13.750000000000002 181.28501129150393 -0.8560083508491515 3.2350000143051152 13.305000305175783 5.8250000476837167 7.8350000381469735 0.27500000596046453 2.2500000000000004 0.7747057080268861 234.02646636962893 11.885000228881838 0.7885635793209077 0.36926217377185827 5.0050001144409189 6.1649999618530282 10.650000095367433 1 1.0000000180025095e-35
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 1 2
left_child=25 2 3 4 5 6 14 -6 9 10 -5 -12 -10 -14 -2 20 -16 18 -18 -20 21 22 24 -24 -11 26 -1 -27 29 -29
right_child=1 -3 -4 8 7 -7 -8 -9 12 15 11 -13 13 -15 16 -17 17 -19 19 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=8.3880245649239102e-06 0.0012545641836902452 3.6998733306903997e-05 2.7205948586324585e-07 -0.0013456537227259804 -0.0032854888759967353 0.0012920072049642582 -0.0097423579543828975 0.00096208914649396091 0.0019327071628016679 0.016450676003504278 -0.00086872138678465111 0.0059054120111789914 -5.0205647438540278e-05 -0.00087401571618775549 0.00045139067355663546 -0.0014565756198388282 0.025576701244738487 0.030633861000739761 -0.006675652218594526 0.012673676479607821 -0.001405355870956555 0.0031915968002163269 0.012725658024040363 0.036788136037913241 -0.0057002425371181402 -0.00027355286426473447 -0.00056505690777530922 0.0062763425253127315 0.0001407131009259182 0.00070245468446212362
leaf_weight=859007 63 180639 51102 16415 450 336 23 3379 1382 28 356 310 23781 19040 31 184 28 31 24 66 80 114 24 22 21 22584 24072 417 92335 29819
leaf_count=859007 63 180639 51102 16415 450 336 23 3379 1382 28 356 310 23781 19040 31 184 28 31 24 66 80 114 24 22 21 22584 24072 417 92335 29819
internal_value=6.07413e-07 -7.77962e-05 -0.000254593 -0.000451367 0.000994718 0.00439388 0.00831203 0.000462896 -0.000555193 -0.00108969 -0.00120412 0.0022844 -0.000343058 -0.000416506 0.0100209 0.00304244 0.0130891 0.0157184 0.0118 0.00751386 0.00590686 0.00870579 0.0153228 0.0242338 0.00695743 2.33247e-05 -7.24361e-06 0.000209293 0.000298259 0.000779069
internal_weight=1.32616e+06 297929 117290 66188 4431 602 266 3829 61757 17554 17081 666 44203 42821 243 473 180 149 118 90 289 209 95 46 49 1.02823e+06 883079 145155 122571 30236
internal_count=1326163 297929 117290 66188 4431 602 266 3829 61757 17554 17081 666 44203 42821 243 473 180 149 118 90 289 209 95 46 49 1028234 883079 145155 122571 30236
cat_boundaries=0 1 2
cat_threshold=48 2704
is_linear=0
shrinkage=0.05


Tree=464
num_leaves=31
num_cat=1
split_feature=93 102 136 28 35 76 38 30 13 68 99 124 6 93 31 59 30 35 43 99 52 31 117 30 8 32 35 10 56 32
split_gain=0.92984 2.67889 3.89974 3.7548 2.9068 2.99707 2.98536 3.59325 2.82739 3.04219 2.9018 2.66966 4.2113 3.26083 3.78757 2.8373 2.73724 3.40669 3.7847 3.81203 2.76946 2.63714 3.33058 2.6992 2.60853 6.07503 5.14767 4.04999 5.44018 3.41476
threshold=-0.069747749716043458 0.69587182998657238 0 1010.4500122070314 14.34999990463257 26.765000343322757 15.34999990463257 1016.9500122070314 2.0649999380111699 319.76826477050787 -0.58595919609069813 0.97988739609718334 14.050000190734865 -0.99761167168617237 1016.3500061035157 316.89154052734381 1018.7500000000001 13.750000000000002 10.949999809265138 -0.76013696193695057 2.5649999380111699 1023.3500061035157 0.64942333102226268 1021.5499877929689 8.2500000000000018 17.750000000000004 9.4499998092651385 8.9499998092651385 235.77545928955081 10.84999990463257
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 24 4 -4 5 -3 8 -8 9 -6 -10 -5 13 14 -13 16 -15 18 20 -20 21 22 -18 -24 -1 26 -26 28 -28 -29
right_child=-2 2 3 11 6 -7 7 -9 10 -11 -12 12 -14 15 -16 -17 17 -19 19 -21 -22 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=0.00011352919883124502 -2.3131117208179502e-05 0.0017354005132190924 -0.0030013862141764361 -0.00025631567940486436 -0.0010210429682373505 -0.00036435611802926901 0.0012940345355423135 -0.0028059071542460411 -0.0052028606771707051 0.0051051183800213049 0.00088251556246204 0.026432684366591276 0.022633706002185741 0.00067317418648832697 0.0017604982879545008 -0.004333547465312922 0.028005605123259805 -0.0075377385364845395 0.031719223393833845 0.0053532505587029922 -0.0052646826570034375 -0.0047167973298775524 0.0041226663961316705 0.019704239191487435 0.0016909489126068229 -0.0028175547439483455 -0.001381836677312153 -0.0011791363248186246 0.00010097627705695742 0.00021478738005829557
leaf_weight=216134 1004166 10597 1084 9589 1070 2024 4580 605 675 250 276 28 24 1154 35 208 22 44 29 26 54 38 135 35 3599 2203 14517 4982 10778 37202
leaf_count=216134 1004166 10597 1084 9589 1070 2024 4580 605 675 250 276 28 24 1154 35 208 22 44 29 26 54 38 135 35 3599 2203 14517 4982 10778 37202
internal_value=5.77095e-07 7.45125e-05 0.000504339 -0.000188951 0.000935784 0.00139867 0.000153502 0.000815642 -0.00135825 0.000139215 -0.00343676 7.78196e-05 0.00182674 0.00155054 0.0127259 0.00114708 0.00188876 0.00555139 0.00725027 0.0192553 0.00492535 0.0073178 0.00969964 0.00733064 2.61232e-05 -0.000231671 -0.000151524 -0.000249792 -0.000750022 5.01627e-05
internal_weight=1.32616e+06 321997 32582 12505 20077 12621 7456 5185 2271 1320 951 11421 1832 1808 63 1745 1537 383 339 55 284 230 192 170 289415 73281 71078 67479 25295 42184
internal_count=1326163 321997 32582 12505 20077 12621 7456 5185 2271 1320 951 11421 1832 1808 63 1745 1537 383 339 55 284 230 192 170 289415 73281 71078 67479 25295 42184
cat_boundaries=0 1
cat_threshold=7938
is_linear=0
shrinkage=0.05


Tree=465
num_leaves=31
num_cat=1
split_feature=83 136 39 124 9 28 40 14 32 117 9 38 100 113 120 32 64 75 67 92 94 67 54 42 89 20 65 83 91 113
split_gain=0.835482 3.00063 3.3019 3.1086 2.76359 2.80162 2.78505 3.15523 2.55825 2.87565 2.53632 2.46125 4.08008 2.17284 3.11327 2.36211 2.14509 2.97854 2.80491 2.6864 3.25253 3.1368 2.35344 2.08661 2.27006 2.34075 2.81119 2.19774 4.22846 3.16024
threshold=314.10433959960943 0 9.1500000953674334 0.87032255530357372 11.650000095367433 1034.1499633789065 13.650000095367433 1.0950000286102297 11.150000095367433 0.52247866988182079 3.4500000476837163 20.44999980926514 0.23163618147373202 -0.74892720580101002 -0.66259482502937306 19.550000190734867 2.2649999856948857 0.81546926498413097 1.6349999904632571 0.52263772487640392 -0.95873832702636708 1.5549999475479128 3.4050000905990605 10.650000095367433 -0.98272174596786488 5.3350000381469735 32.995000839233406 327.32160949707037 -0.35980828106403345 -0.70088258385658253
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 -2 16 5 6 8 10 9 -3 -8 -10 -13 14 -14 -16 17 -4 19 20 -18 22 -22 -6 -25 -26 27 29 -29 -27
right_child=1 4 3 -5 23 -7 7 -9 11 -11 -12 12 13 -15 15 -17 18 -19 -20 -21 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=1.1958039258076392e-05 0.017575054025898377 0.00019505462925325224 -0.002513410127024278 -0.002952264645435704 0.00031054102061076278 0.011312737828065677 -0.0040672627069350134 -0.0077170572164369389 -1.2316405930451174e-05 -0.0010374687966878255 0.015380693428839246 -0.0085679171590267549 -0.0019278033571317793 -0.0021678350896177155 0.028987782108597461 0.0054927962953629705 -0.013417786538600922 0.0074076190646118895 -0.00036298807231739384 0.020827913690358402 0.0094270017208557023 0.022647673130753297 -0.0033583272163244626 -0.0083696380981968504 0.011068204950317052 -0.0015197223862633109 0.015134630718817696 -0.010603889365156646 0.012279798462986947 0.012110065034515151
leaf_weight=1184897 24 6912 1786 1685 30347 53 38 235 77447 15008 30 224 50 307 20 23 25 79 6284 25 73 24 71 36 108 100 39 80 27 74
leaf_count=1184897 24 6912 1786 1685 30347 53 38 235 77447 15008 30 224 50 307 20 23 25 79 6284 25 73 24 71 36 108 100 39 80 27 74
internal_value=-1.74367e-06 -0.000116696 -0.00094775 -0.000992917 -5.27749e-05 -0.000179956 -0.00018603 -0.00497242 -0.000171526 -0.000648819 0.00451272 -3.75159e-05 -0.00316513 -0.000139564 0.00655591 0.0164207 -0.000598331 -0.00209316 -0.000169562 0.00540609 0.00340844 0.00591235 0.00312312 0.00036142 0.00368906 0.00470335 0.00255521 0.00080931 -0.0048295 0.00427685
internal_weight=1.32613e+06 141234 10076 10052 131158 100347 100294 303 99991 21920 68 78071 624 400 93 43 8367 1865 6502 218 193 168 144 30811 464 428 320 281 107 174
internal_count=1326131 141234 10076 10052 131158 100347 100294 303 99991 21920 68 78071 624 400 93 43 8367 1865 6502 218 193 168 144 30811 464 428 320 281 107 174
cat_boundaries=0 1
cat_threshold=4162
is_linear=0
shrinkage=0.05


Tree=466
num_leaves=31
num_cat=0
split_feature=87 94 35 121 29 62 53 75 37 28 72 83 88 60 86 32 30 63 73 61 19 31 92 60 126 11 126 74 20 15
split_gain=0.839068 2.11786 2.11147 1.44754 1.24716 1.37237 1.15103 1.94038 2.68791 2.79084 1.64345 1.38507 1.28942 1.1546 1.10495 1.08306 1.80313 1.74102 1.08016 1.01776 1.47514 1.00949 1.62035 0.967082 1.25903 1.10297 0.941197 0.892392 1.39946 0.985727
threshold=0.93179228901863109 0.79268532991409313 12.050000190734865 -0.53727915883064259 1010.7500000000001 0.29032795131206518 0.064999999478459372 0.85740572214126598 14.34999990463257 1011.6499938964845 0.6116064488887788 268.05729675292974 0.25886057317256933 0.60653409361839306 0.91434475779533397 11.050000190734865 1012.5499877929689 0.31732837855815893 0.42958897352218633 0.32831872999668127 8.7100000381469744 1008.1499938964845 0.16605356335639956 0.6191680133342744 0.52247866988182079 10.449999809265138 0.93038213253021251 0.70577093958854686 5.7550001144409189 1.4049999713897707
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 27 -2 -6 7 10 -9 -10 -4 -12 13 18 -13 16 -7 -17 -8 -19 23 22 -15 24 -21 -26 -20 -3 29 -29
right_child=1 3 6 -5 5 15 12 8 9 -11 11 14 -14 21 -16 17 -18 19 26 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=1.1509095936319681e-07 -0.0039612319292231966 -0.0073670061770826582 0.008140306411577123 -0.010241220368845191 0.013111138467416718 0.0095630571658590017 0.0059177414431948877 -0.0052846843717046657 0.0040227043617051097 0.025850341724300827 -0.011334205442649681 -0.0055332545592682442 0.0096066463887691505 -0.00041959276568377392 0.0069320390874054285 0.018234974112023006 -0.0032544958869024643 -0.0072817543614655733 -0.0034428727466104102 -0.00095332214938631901 -0.00039845649673846242 -0.00072695965059439737 0.017722442182712256 0.01738564954333318 0.020287485281005505 0.0040637402784671978 0.0046827137168194794 4.6507730370476135e-05 -0.0051578845927077871 0.015556647061021068
leaf_weight=1323505 65 52 35 94 34 35 34 26 32 27 43 40 25 32 32 22 127 20 968 36 82 556 20 24 20 22 37 21 45 20
leaf_count=1323505 65 52 35 94 34 35 34 26 32 27 43 40 25 32 32 22 127 20 968 36 82 556 20 24 20 22 37 21 45 20
internal_value=-1.65649e-06 -0.000894532 -0.000452501 -0.00545584 0.0024859 0.00347894 -0.00120289 0.0020737 0.00810922 0.0140116 -0.00134643 -0.0042337 -0.00166342 -0.00183449 6.87595e-06 0.00263488 -0.000485271 0.00487146 -0.0028472 0.00343029 0.00459464 -0.000103894 0.00655811 0.00860871 0.00590811 0.0117893 -0.00314372 -0.00219623 0.000930288 0.00761243
internal_weight=1.32613e+06 2626 2394 232 487 422 1907 235 85 59 150 115 1672 1647 72 388 162 226 1039 204 184 608 52 102 78 42 1005 138 86 41
internal_count=1326131 2626 2394 232 487 422 1907 235 85 59 150 115 1672 1647 72 388 162 226 1039 204 184 608 52 102 78 42 1005 138 86 41
is_linear=0
shrinkage=0.05


Tree=467
num_leaves=31
num_cat=1
split_feature=17 66 83 78 85 110 20 55 35 54 9 67 23 123 96 127 64 101 136 77 75 62 21 0 54 23 61 65 76 22
split_gain=0.88176 3.18796 3.69448 6.54114 3.27954 5.32236 3.4848 3.16911 3.16538 2.88924 3.01942 2.83738 4.04149 3.09741 2.96337 2.52084 3.05522 3.39031 3.35046 3.3291 2.87021 2.94259 2.81097 2.6171 2.61951 3.78484 2.81964 2.43181 2.38844 2.7327
threshold=7.4149999618530282 1.7150000333786013 336.79696655273443 34.305000305175788 0.80128464102745067 0.55744230747222911 4.8250000476837167 0.35500000417232519 19.349999427795414 5.4749999046325692 14.949999809265138 14.965000152587892 5.6449999809265146 -0.35019405186176294 -0.73418867588043202 0.77159520983695995 4.9449999332427987 -0.22931718826293943 0 12.835000038146974 0.45218071341514593 0.17077676951885226 5.5850000381469735 334.50000000000006 1.7250000238418581 5.5850000381469735 0.25000262260437017 0.92500001192092907 32.125000000000007 5.5650000572204599
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 9 8 4 -4 -6 -7 -5 15 -1 27 12 13 -9 -14 -3 17 19 20 -17 -18 -22 -19 24 25 -21 -26 -11 -8 -30
right_child=-2 2 3 7 5 6 28 11 -10 10 -12 -13 14 -15 -16 16 18 22 -20 23 21 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-1.4203760438826494e-05 1.3786196077648279e-05 -0.00026616184539346801 -0.0088373238187179799 -0.0044132784057996774 0.022617138546359328 0.014436176267647467 -0.0011729206298858315 0.013800831097178163 -0.0051632669615547036 0.0075970472627440505 -0.0048136216666580757 -0.0029255852493787968 0.030312035951970351 -0.0089199921709951016 0.013708406916099057 -0.0013807758350492397 -0.0071833355182137062 -0.0013077487988132144 -0.0010579024641117736 0.005828177316968019 -0.0096823604504132407 0.0032152455402153094 -0.0033508786042481566 -0.0080391669326594899 -0.013553070768036628 0.02670874879969394 0.0052786181927251732 0.0019335711555792051 -0.0052895709476433704 0.010088449653435069
leaf_weight=127591 1161308 22659 90 38 28 43 808 30 380 273 119 31 36 30 106 498 78 4516 2473 60 46 1145 2684 35 22 34 206 620 40 104
leaf_count=127591 1161308 22659 90 38 28 43 808 30 380 273 119 31 36 30 106 498 78 4516 2473 60 46 1145 2684 35 22 34 206 620 40 104
internal_value=-1.57366e-06 -0.000109796 -0.000524147 0.00200934 0.000313183 0.00111821 0.000513218 0.00897547 -0.0006248 6.90276e-06 0.00266797 0.011159 0.0133205 0.00244042 0.0179178 -0.000574747 -0.00116746 -0.00171589 1.30934e-05 0.00126084 0.00209208 0.0027171 -0.00206938 0.00494578 0.00635719 0.0133807 0.00346153 0.00366496 -0.000115655 0.00581678
internal_weight=1.32613e+06 164823 36220 1384 1113 1023 995 271 34836 128603 1012 233 202 60 142 34456 11797 8055 3742 855 1269 1191 7200 357 322 94 228 893 952 144
internal_count=1326131 164823 36220 1384 1113 1023 995 271 34836 128603 1012 233 202 60 142 34456 11797 8055 3742 855 1269 1191 7200 357 322 94 228 893 952 144
cat_boundaries=0 1
cat_threshold=2196
is_linear=0
shrinkage=0.05


Tree=468
num_leaves=31
num_cat=1
split_feature=96 54 24 75 113 73 2 94 66 42 92 25 62 67 87 81 85 136 86 78 30 107 23 34 69 124 62 119 111 118
split_gain=0.825241 3.28998 3.08242 2.22054 1.98355 2.30697 2.54493 1.9291 1.89893 1.83749 2.73308 3.08694 3.90734 2.49052 1.96484 1.93811 2.74679 2.08957 1.74483 1.87713 1.73004 1.67199 1.63341 1.59738 2.0014 1.57704 1.87052 1.55195 2.12256 2.14769
threshold=0.27221909165382391 0.86500000953674328 127.50000000000001 0.52410879731178295 0.41467745602130895 0.43970192968845373 324.50000000000006 -0.98010826110839833 1.1150000095367434 2.4500000476837163 -0.97918298840522755 262.50000000000006 0.35734276473522192 0.83499997854232799 0.83305349946022045 315.51786804199224 0.90238997340202343 0 0.80299073457717907 3.245000004768372 1022.1499938964845 -0.53151896595954884 5.1150000095367441 13.84999990463257 257.43167114257818 0.737249255180359 0.41293585300445562 0.98897820711135875 0.56242957711219799 0.6755644977092744
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 8 3 -3 9 -6 7 -7 20 15 14 22 13 -13 -11 17 21 18 -4 -20 27 23 -12 -17 -25 -24 -27 28 -2 -30
right_child=1 2 4 -5 5 6 -8 -9 -10 10 11 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 25 24 -26 26 -28 -29 29 -31
leaf_value=1.3645406520827024e-07 -0.0048052422894429561 0.0032481801247707118 -0.0040793456231847736 0.025229390673339371 0.010426635724656722 0.006852945289574564 0.013132499204948545 -0.006085054386628666 -0.011803842178994307 -0.0019420375555960672 0.012259094391403528 0.016614775473008988 0.025886434328276666 -0.0048184798981034845 -0.018657054574716659 -0.0044050431439693338 0.017540045765539011 -0.0049526121574819774 0.013274076441302896 -9.947994079154272e-05 -0.016544913824485696 -0.0076991777769044832 0.0020230921051548035 0.0012078784356646718 0.014680960058019714 -0.015239138212619406 0.0035828124774111947 -0.015492320167166847 0.013582526647338743 -0.00085390248161274949
leaf_weight=1323865 183 27 91 20 85 40 32 103 81 108 29 23 32 33 21 65 24 582 44 65 23 57 171 94 39 33 22 21 38 80
leaf_count=1323865 183 27 91 20 85 40 32 103 81 108 29 23 32 33 21 65 24 582 44 65 23 57 171 94 39 33 22 21 38 80
internal_value=-1.49538e-06 -0.00095486 -3.81495e-05 0.0126019 -0.000369483 0.0036687 0.00038627 -0.00246603 -0.00491436 -0.00105437 0.001541 0.00387431 0.0119488 0.00398446 -0.00466309 -0.00220895 0.00136874 -0.00348539 0.000982727 0.00529902 -0.00329683 -0.000153266 0.00108781 0.00201904 0.00515863 -0.000345668 -0.00771036 -0.00235054 -0.00143367 0.00379512
internal_weight=1.32613e+06 2266 1840 47 1793 260 175 143 426 1533 472 343 88 56 129 1061 279 782 200 109 345 255 255 198 133 226 55 322 301 118
internal_count=1326131 2266 1840 47 1793 260 175 143 426 1533 472 343 88 56 129 1061 279 782 200 109 345 255 255 198 133 226 55 322 301 118
cat_boundaries=0 1
cat_threshold=544
is_linear=0
shrinkage=0.05


Tree=469
num_leaves=31
num_cat=1
split_feature=17 66 83 78 88 12 90 28 97 89 35 55 109 1 61 90 53 136 52 27 54 9 67 66 35 54 100 127 67 13
split_gain=0.791383 2.88008 3.33283 5.90655 3.46355 4.00371 3.28587 4.37318 3.15657 2.96172 3.3783 2.86076 2.78958 3.35396 2.69223 2.65069 2.68148 4.50545 3.81904 2.62842 2.60696 2.72609 2.56136 2.73654 2.50377 2.45008 2.95972 5.57667 4.23186 2.3985
threshold=7.4149999618530282 1.7150000333786013 336.79696655273443 34.305000305175788 -0.93441855907440174 2.6550000905990605 -0.82513073086738575 1019.3500061035157 -0.93988499045371998 -0.53363481163978566 18.750000000000004 0.35500000417232519 0.93705546855926525 312.50000000000006 0.4416909813880921 -0.99996083974838246 2.6149998903274541 0 4.2449998855590829 337.50000000000006 5.4749999046325692 14.949999809265138 14.965000152587892 4.305000066757203 12.449999809265138 0.064999999478459372 0.078653648495674147 0.061046212911605842 2.5749999284744267 2.2150000333786015
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 20 9 4 5 6 -4 8 -8 25 15 -5 13 -6 -12 -11 -17 19 -19 -18 -1 -22 23 -13 -20 26 27 -3 -29 -14
right_child=-2 2 3 11 12 -7 7 -9 -10 10 14 22 29 -15 -16 16 17 18 24 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.3076990236748072e-05 1.3128940578319495e-05 0.00024962488825975069 -0.0038600452760014165 -0.0041926214030306589 -0.0028170589444146445 0.024443214428611099 0.019771114069968464 0.027710238952810568 -0.00044020221787778775 0.013031071915545249 -0.0087243250524472009 0.0059655153345123963 -0.0069499573941532253 0.0058257873585033752 0.0077042497129046501 -0.0017063432809552006 -0.002860186755935528 0.002865305751543029 -0.0058942597562206857 0.010661499010952744 0.0034820258965616402 -0.0045741868093844597 -0.0027793128065945159 0.017718224899802845 0.00014014996374016089 -0.00034133877044427159 0.00092131637400555085 0.0057569453492760658 0.033531622646842153 0.0010772124170229367
leaf_weight=127591 1161308 67 93 38 224 25 25 24 85 33 228 87 270 225 28 7508 1254 1427 217 37 893 119 31 115 827 22817 337 24 32 142
leaf_count=127591 1161308 67 93 38 224 25 25 24 85 33 228 87 270 225 28 7508 1254 1427 217 37 893 119 31 115 827 22817 337 24 32 142
internal_value=-1.42248e-06 -0.000103949 -0.000497784 0.00190851 0.000296729 0.00545239 0.00336089 0.00837244 0.00415328 -0.000593384 -0.00124762 0.00852811 -0.00121225 0.00151399 -0.00692745 -0.00111897 -0.00116041 -7.08553e-05 0.00117922 -0.00245365 6.97196e-06 0.0025347 0.0106027 0.0126564 -0.00111413 -0.000268503 0.00334432 0.00998296 0.0216282 -0.00418331
internal_weight=1.32613e+06 164823 36220 1384 1113 252 227 134 110 34836 11559 271 861 449 256 11303 11270 3762 2471 1291 128603 1012 233 202 1044 23277 460 123 56 412
internal_count=1326131 164823 36220 1384 1113 252 227 134 110 34836 11559 271 861 449 256 11303 11270 3762 2471 1291 128603 1012 233 202 1044 23277 460 123 56 412
cat_boundaries=0 1
cat_threshold=452
is_linear=0
shrinkage=0.05


Tree=470
num_leaves=31
num_cat=2
split_feature=75 22 14 91 63 136 19 19 41 52 31 22 14 136 82 107 31 79 84 0 82 88 72 32 58 126 2 106 105 8
split_gain=0.915387 2.69541 2.39442 2.16306 4.00267 3.13799 3.50645 3.2663 4.0098 5.04014 3.56348 3.53702 4.64303 3.3862 3.63118 3.56029 3.26615 4.26717 3.92573 3.58189 3.20999 3.19539 4.65274 3.18961 2.83525 2.7348 2.69314 3.69404 4.42162 3.90688
threshold=0.83662873506546032 4.3350000381469735 2.0249999761581425 -0.68195945024490345 0.26594142615795141 0 14.039999961853029 11.775000095367433 5.4500000476837167 4.6250000000000009 1019.6499938964845 5.5450000762939462 1.544999957084656 1 276.83224487304693 -0.98820653557777394 1013.0499877929689 6.2850000858306894 0.86640670895576488 178.50000000000003 338.98519897460943 0.12082643061876298 0.51853394508361828 18.94999980926514 163.99393463134768 0.82409480214118969 349.50000000000006 -0.59935656189918507 -0.54085668921470631 8.4499998092651385
decision_type=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 2 2
left_child=3 -2 -3 4 26 6 7 -6 9 10 11 -9 13 15 16 -13 17 -15 19 -19 -14 -18 -23 24 -7 -10 -1 -28 29 -29
right_child=1 2 -4 -5 5 23 -8 8 25 -11 -12 12 20 14 -16 -17 21 18 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00072075983374022894 0.0063674863038771876 -0.00038993025106847279 1.8946673574783479e-05 -1.6506733620602381e-05 0.00017174700657174888 -0.001466153544653701 -0.00018495165640029668 0.00052329692863483019 -0.00066601673233273738 0.00052973865855665688 0.00043568962243612484 -0.0032207533048386593 0.00090183469455144306 0.00501031620633816 0.0002643417303319372 0.0068950139402507819 0.0026355799406811839 0.038020450742139174 0.0050872814405630252 0.014567003403676721 0.016158723895038876 0.03329827565522421 0.00039511088239537048 -0.0019846788989351968 -1.7762693109091256e-05 0.0013649180879300735 -5.2440201815886376e-05 0.0098921789966810222 0.0039683672568696753 0.031959551676279972
leaf_weight=17290 161 51394 118053 839457 80786 3471 37702 2050 7449 25009 3503 94 2301 329 876 1165 1466 27 47 41 35 21 22 2180 127163 2132 390 78 378 27
leaf_count=17290 161 51394 118053 839457 80786 3471 37702 2050 7449 25009 3503 94 2301 329 876 1165 1466 27 47 41 35 21 22 2180 127163 2132 390 78 378 27
internal_value=9.54626e-06 -9.89234e-05 -0.000105067 2.54679e-05 0.000136963 9.30227e-05 0.000238591 0.000363996 0.000697517 0.000933662 0.00177709 0.0023316 0.00290865 0.00392478 0.0029287 0.00609136 0.00413877 0.00790832 0.0161991 0.0238794 0.00113043 0.00302963 0.0164641 -8.78936e-05 -5.6247e-05 -0.000214086 0.000857569 0.00356711 0.00648973 0.0155666
internal_weight=1.3251e+06 169608 169447 1.15549e+06 316032 297869 165055 127353 46567 36986 11977 8474 6424 4088 2829 1259 1953 444 115 68 2336 1509 43 132814 130634 9581 18163 873 483 105
internal_count=1325097 169608 169447 1155489 316032 297869 165055 127353 46567 36986 11977 8474 6424 4088 2829 1259 1953 444 115 68 2336 1509 43 132814 130634 9581 18163 873 483 105
cat_boundaries=0 1 2
cat_threshold=2992 768
is_linear=0
shrinkage=0.05


Tree=471
num_leaves=31
num_cat=0
split_feature=73 17 76 52 121 6 22 74 17 55 116 66 30 88 65 58 12 107 57 4 19 93 72 84 19 86 85 63 60 4
split_gain=1.03759 2.95019 2.5968 3.68032 4.06931 4.00698 4.58794 3.87414 3.55771 3.61563 4.55726 3.69031 4.57264 3.52394 3.46933 3.3075 3.22511 4.00515 4.43513 3.53976 3.16228 4.24997 4.1158 4.69099 3.83953 3.13056 3.22394 3.28944 3.56912 3.52504
threshold=0.75674214959144603 11.120000362396242 6.0250000953674325 0.42499999701976782 -0.99809679388999928 3.4500000476837163 5.1649999618530282 0.39128746092319494 7.4149999618530282 0.81499999761581432 0.9996192753314973 1.7150000333786013 1011.4500122070314 -0.93141490221023548 0.15500000119209292 135.27883911132815 1.3350000381469729 -0.98286950588226307 146.26792907714847 3.3500000238418584 10.405000209808351 -0.034843217581510537 0.49462243914604193 0.62683767080307018 7.4149999618530282 0.85976487398147594 0.86385357379913341 0.25144599378108984 0.2259640917181969 5.7500000000000009
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=2 -2 -1 4 -4 6 -6 13 9 10 15 12 16 -8 -15 -5 17 18 -11 -20 21 22 24 -24 -10 -25 27 -27 29 -29
right_child=1 -3 3 8 5 -7 7 -9 20 11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-6.1378794076030177e-06 -0.00025643882050276577 5.5078334637052298e-05 0.0052539665174360078 -0.004232375292182791 -0.0016730908163653285 0.00040857883768737546 0.021004862078608803 0.0027958206268237583 0.00044013827823305386 -0.0094613642969097085 0.02100147917542769 -0.00043829640985485981 0.00018710344936651691 0.023035277964340319 0.0037491242322330066 -0.0009286995686532129 0.001545835104078048 0.0017379112665824776 0.0068067271794836201 0.018780961231353272 1.9183736389028286e-05 -1.8179667910819093e-05 0.0090248193824663762 8.220822546154258e-05 0.0028614576735462925 0.0060661725682120493 0.00063796323325813022 0.0009934796406397303 0.0013899801954167677 0.015655438017016382
leaf_weight=808045 126951 189378 525 850 518 12704 52 1879 2682 26 23 23857 13240 27 171 6970 1825 286 136 113 68249 25263 164 18185 4203 485 14334 76 3791 89
leaf_count=808045 126951 189378 525 850 518 12704 52 1879 2682 26 23 23857 13240 27 171 6970 1825 286 136 113 68249 25263 164 18185 4203 485 14334 76 3791 89
internal_value=9.06895e-06 -6.99415e-05 3.3845e-05 0.000194803 0.000925353 0.000777316 0.00254703 0.00357382 0.000132058 -0.000241866 -0.00122243 -4.70843e-05 0.000550199 0.00942122 0.00637905 -0.00128779 0.00256503 0.00588059 0.010189 0.0122408 0.000260739 0.000498727 0.000795453 0.00058722 0.00191825 0.00054978 0.00100266 0.00217977 0.0017033 0.00890205
internal_weight=1.3251e+06 316329 1.00877e+06 200723 15876 15351 2647 2129 184847 47326 7843 39483 15626 250 198 7820 2386 561 275 249 137521 69272 44009 37124 6885 36960 18775 4441 3956 165
internal_count=1325097 316329 1008768 200723 15876 15351 2647 2129 184847 47326 7843 39483 15626 250 198 7820 2386 561 275 249 137521 69272 44009 37124 6885 36960 18775 4441 3956 165
is_linear=0
shrinkage=0.05


Tree=472
num_leaves=31
num_cat=2
split_feature=73 18 96 79 23 67 136 6 34 42 9 43 17 87 41 85 136 111 71 96 57 67 78 62 124 113 116 113 95 71
split_gain=0.936423 2.73247 2.73695 2.41734 3.61982 4.59949 4.13924 3.99909 4.41578 3.40608 3.11411 2.95829 2.90156 3.01275 5.14155 4.16165 4.06467 3.78149 3.19063 3.16646 3.10681 3.26913 3.48556 2.92102 3.38936 2.86602 2.80888 2.77497 3.32106 2.7834
threshold=0.75674214959144603 11.120000362396242 -0.61823898553848255 11.454999923706056 5.055000066757203 2.7250000238418584 0 2.4500000476837163 19.94999980926514 13.150000095367433 9.1500000953674334 11.449999809265138 8.0099999904632586 0.8806251883506776 12.150000095367433 0.83224317431449901 1 0.45741985738277441 163.54356384277347 -0.48654085397720331 69.105731964111342 1.4750000238418581 20.154999732971195 0.36535672843456274 -0.98897820711135853 -0.62249094247817982 0.38266885280609136 -0.8703225553035735 -0.99769523739814747 330.93954467773443
decision_type=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 2 2 2 2
left_child=3 2 -2 -1 -5 9 7 8 -7 12 11 -8 13 14 15 17 20 -6 -18 -19 21 -17 -23 24 -14 -11 -16 -26 -29 -30
right_child=1 -3 -4 4 5 6 10 -9 -10 25 -12 -13 23 -15 26 16 18 19 -20 -21 -22 22 -24 -25 27 -27 -28 28 29 -31
leaf_value=5.4628197153405649e-06 -0.000335831508100962 5.3198870859348353e-05 0.00036350125821008029 -0.00078108987602139377 0.0045612469542720023 0.0016246168242434586 -0.00088837020379706015 0.00028835786475921822 0.022276665019587832 0.0081389656467806739 0.0001784291823842802 0.0023996565689976324 0.016982957400891573 -0.00014627735599229193 0.0028373817295028734 0.0039755912739541628 0.012071571188789676 -0.00056459798392962388 0.00082504006679633721 -0.0061213050201125579 0.0031071566451605264 0.0035580724139105189 0.028448209130706698 0.00083274975219326745 -0.00026071383443103418 -0.003692198740614076 -0.010072725244447009 0.012941362267213591 0.002678902391232859 0.010411891002753158
leaf_weight=901565 110069 190232 16028 7793 289 5772 15822 31506 26 273 20265 715 42 8807 58 77 64 1323 4311 318 2364 22 39 4098 633 63 154 89 2157 123
leaf_count=901565 110069 190232 16028 7793 289 5772 15822 31506 26 273 20265 715 42 8807 58 77 64 1323 4311 318 2364 22 39 4098 633 63 154 89 2157 123
internal_value=8.6155e-06 -6.64445e-05 -0.00024694 3.21528e-05 0.000256612 0.00033796 0.000139224 0.000510304 0.00171723 0.000919986 -0.000236993 -0.000746208 0.000852691 0.000511516 0.00115385 0.00133907 0.00191486 -0.00071261 0.000987304 -0.0016414 0.00351879 0.0108252 0.0194714 0.00170424 0.00287749 0.00592062 -0.00654071 0.00268015 0.00346595 0.00309608
internal_weight=1.3251e+06 316329 126097 1.00877e+06 107203 99410 74106 37304 5798 25304 36802 16537 24968 17826 9019 8807 6877 1930 4375 1641 2502 138 61 7142 3044 336 212 3002 2369 2280
internal_count=1325097 316329 126097 1008768 107203 99410 74106 37304 5798 25304 36802 16537 24968 17826 9019 8807 6877 1930 4375 1641 2502 138 61 7142 3044 336 212 3002 2369 2280
cat_boundaries=0 1 2
cat_threshold=3745 2838
is_linear=0
shrinkage=0.05


Tree=473
num_leaves=31
num_cat=3
split_feature=73 17 15 116 52 36 124 12 134 30 124 71 21 67 88 73 64 14 126 136 136 126 124 82 32 94 79 64 52 136
split_gain=0.845122 2.48408 2.48819 2.92663 2.83992 4.27207 3.93199 3.39624 2.79898 3.55247 4.1575 3.29373 3.42058 2.96841 2.72719 3.20202 3.06631 2.6407 2.97488 2.57476 2.4473 3.24837 2.80959 2.94728 2.66231 2.36538 2.30132 2.2717 4.26466 4.29877
threshold=0.75674214959144603 11.120000362396242 2.2749999761581425 -0.85260769724845875 5.3350000381469735 12.650000095367433 0.55191597342491161 2.7350000143051152 1014.1499938964845 1010.3500061035157 0.87032255530357372 316.37182617187506 6.5650000572204599 35.254999160766609 -0.47751533985137934 0.83396604657173168 23.345000267028812 3.2949999570846562 0.96811076998710643 0 1 -0.94828754663467396 -0.82409480214118946 269.59590148925787 18.150000572204593 -0.65802294015884388 35.795000076293952 3.9250000715255742 1.2649999856948855 2
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1
left_child=27 2 3 -2 5 6 -4 8 9 10 13 -12 -13 19 16 -16 -6 18 -8 -7 21 22 23 -11 26 -15 -23 -1 29 -29
right_child=1 -3 4 -5 14 7 17 -9 -10 20 11 12 -14 25 15 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.319061011878726e-06 0.0016950449328691193 5.1597148985306867e-05 -0.00027612423181068386 -0.000484404952656788 -0.0015218125848191668 -0.0063084681550863875 0.001955500080340072 -0.0017193903471687947 -0.0035951309601905419 -0.00018692885248644932 0.0040430327987289669 0.028225943024613356 0.0067183069516128556 -0.0020197881336295694 -0.0012143192453170617 0.002549043453457371 -0.00020628536162257266 -0.00017853873400051331 -0.00017038425746515506 0.001248405886555153 -0.0020568529554954263 0.00046673362163590702 -0.00018751850699657923 0.016845558463871754 -0.010779178485972808 0.008869902624856504 -0.0032034353505000115 0.0016634430962597143 0.00011820985708893134 -2.8985830015379203e-05
leaf_weight=846393 1576 189378 6214 68059 6167 119 9181 3529 486 37 107 38 36 66 887 1558 15722 2659 2005 885 1351 5373 91 81 56 204 464 9375 146740 6260
leaf_count=846393 1576 189378 6214 68059 6167 119 9181 3529 486 37 107 38 36 66 887 1558 15722 2659 2005 885 1351 5373 91 81 56 204 464 9375 146740 6260
internal_value=8.18472e-06 -6.31222e-05 -0.000234254 -0.000435079 9.73487e-06 0.000312046 0.000768795 -0.000396917 9.98899e-05 0.000301482 0.00256133 0.00965221 0.0177628 0.00155391 -0.000400013 0.00118377 -0.000576922 0.00123778 0.00157445 0.000302322 -0.000139693 0.00028767 0.00641392 0.0115049 7.08861e-05 0.00620798 0.000174981 3.05451e-05 0.000201852 0.000986867
internal_weight=1.3251e+06 316329 126951 69635 57316 32982 20059 12923 9394 8908 1455 181 74 1274 24334 2445 21889 13845 11186 1004 7453 6102 209 118 5893 270 5837 1.00877e+06 162375 15635
internal_count=1325097 316329 126951 69635 57316 32982 20059 12923 9394 8908 1455 181 74 1274 24334 2445 21889 13845 11186 1004 7453 6102 209 118 5893 270 5837 1008768 162375 15635
cat_boundaries=0 1 2 3
cat_threshold=5 1923 2710
is_linear=0
shrinkage=0.05


Tree=474
num_leaves=31
num_cat=2
split_feature=75 22 61 90 79 40 112 73 1 53 31 136 15 11 100 34 38 104 39 98 73 52 89 123 81 33 0 123 136 59
split_gain=0.803698 2.35657 2.81217 1.85479 1.79313 2.22727 2.71373 3.06644 2 2.69771 2.93847 4.2638 2.74029 3.27858 3.00258 2.17496 3.42773 2.09591 2.05368 1.96065 1.9082 1.88602 1.94783 2.25914 1.86033 1.8208 1.83705 2.3237 2.20114 2.0628
threshold=0.89506492018699657 4.5750000476837167 0.42301453649997717 0.80021443963050853 12.295000076293947 12.150000095367433 -0.79332312941551197 0.88464134931564342 32.500000000000007 14.074999809265138 1015.7500000000001 0 3.4250000715255742 13.84999990463257 0.66973939538002025 11.34999990463257 12.250000000000002 -0.85636189579963673 10.84999990463257 -0.60213133692741383 0.69721710681915294 6.8750000000000009 -0.80087691545486439 0.84335932135581981 274.75233459472662 16.050000190734867 310.50000000000006 0.66259482502937328 1 237.57013702392581
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 1 2
left_child=-1 2 -2 4 21 8 -7 -8 -6 10 11 12 13 20 -14 19 -17 24 -12 -16 -10 22 -3 25 -13 26 28 -28 -24 -30
right_child=1 3 -4 -5 5 6 7 -9 9 -11 18 17 14 -15 15 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=1.5701711953091859e-05 -0.0018510869493888729 -0.00059770285901488177 0.018693440372428288 -0.0076639376524611407 -0.0007118106501525362 -0.0031552025827514974 0.0036934779653244698 0.029804179902103819 0.0096855019240386104 -0.00026358137863353998 0.0019491999901154714 -0.0032552344076349307 0.0020894901597230935 -0.0064423761528343204 -0.0012078174706548453 0.019321101588800297 0.0070217551439130171 -0.00090748984750265945 -0.00077487978929950642 0.016411389615386723 0.0021947912193015411 -0.00014916360897964821 0.002646411019933946 -0.0067911777291292984 0.0027304210462355738 -0.0063510252543701202 -0.0042351911730495176 0.011634017406807591 0.00091629827766824936 -0.003367134978776427
leaf_weight=1272352 31 7202 36 83 6043 29 23 22 88 9855 892 151 302 108 75 88 159 1771 3084 20 2510 16620 423 242 925 195 594 24 489 661
leaf_count=1272352 31 7202 36 83 6043 29 23 22 88 9855 892 151 302 108 75 88 159 1771 3084 20 2510 16620 423 242 925 195 594 24 489 661
internal_value=7.77342e-06 -0.000183478 0.00918776 -0.000195398 -0.000183611 0.000110033 0.00877218 0.0164587 8.54468e-05 0.000326001 0.000897154 0.00157783 0.00278299 0.00209367 0.00572265 0.00893087 0.0114037 0.000149435 -0.000163743 0.00250149 0.00244852 -0.00047387 -0.00102287 -0.00218802 0.00189043 -0.00172114 -0.00130908 -0.00361891 -0.000401596 -0.00153242
internal_weight=1.3251e+06 52745 67 52678 52595 26145 74 45 26071 20028 10173 6197 3350 2706 644 342 247 2847 3976 95 2598 26450 9830 2628 1076 2386 2191 618 1573 1150
internal_count=1325097 52745 67 52678 52595 26145 74 45 26071 20028 10173 6197 3350 2706 644 342 247 2847 3976 95 2598 26450 9830 2628 1076 2386 2191 618 1573 1150
cat_boundaries=0 1 2
cat_threshold=5634 1041
is_linear=0
shrinkage=0.05


Tree=475
num_leaves=31
num_cat=0
split_feature=70 8 42 120 14 91 58 87 52 100 31 19 38 79 90 36 93 124 109 39 29 30 97 55 37 33 64 99 26 65
split_gain=1.3814 2.62125 2.36731 2.35676 3.11635 1.94639 2.04107 1.85092 2.9197 4.60661 1.77166 1.61458 1.53508 2.53381 4.37707 2.40643 2.7392 2.13282 2.53091 3.8191 2.04659 2.2575 2.15245 2.04331 3.04532 2.51147 2.0316 2.00698 1.77662 1.71149
threshold=344.07653808593756 16.050000190734867 13.050000190734865 -0.91702514886856068 2.5949999094009404 -0.20790960639715192 294.70129394531256 0.78188690543174755 0.62500000000000011 0.88810783624649059 1017.6499938964845 11.775000095367433 9.7500000000000018 39.604999542236335 0.17373816668987277 11.550000190734865 -0.99341270327568043 0.99687939882278453 0.98309552669525158 10.949999809265138 1014.9500122070314 1015.5499877929689 -0.54960772395133961 1.2549999952316286 10.84999990463257 10.650000095367433 0.67500001192092907 -0.20948752015829084 336.50000000000006 12.824999809265138
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 6 -3 8 9 -5 -10 -12 26 15 -15 17 -17 20 19 -19 22 -22 -14 24 25 -23 -9 -24 -26 -25
right_child=1 5 -4 7 -6 -7 -8 12 10 -11 11 -13 13 14 -16 16 -18 18 -20 -21 21 23 27 29 28 -27 -28 -29 -30 -31
leaf_value=7.2057425820218077e-07 0.0030153673272579912 0.022596184609574268 0.016752368361567675 0.03410318966954947 0.026368352221325043 -2.6526515609881979e-05 0.0064248619182035328 0.0076832032700379698 -0.0041700176182868226 0.002911070451654237 0.015130673041284987 1.3177638481322088e-05 0.011318674980484503 0.002312181209361999 0.020726831659282508 0.012159279779777588 -0.0022645619884985022 0.0025330150636899123 0.0026909389254190803 0.026798383498023593 0.014542954338385778 0.0068847097229917309 -0.010359399520240509 -0.0096572099122823329 0.025741296801716093 -0.012582761997667453 -0.0064751823461311727 0.0009149414471721685 0.0078909884591627389 0.00082380145265743506
leaf_weight=1323199 50 32 23 20 20 47 50 30 70 29 33 38 20 214 38 34 1032 34 192 31 34 37 103 57 20 30 163 64 46 123
leaf_count=1323199 50 32 23 20 20 47 50 30 70 29 33 38 20 214 38 34 1032 34 192 31 34 37 103 57 20 30 163 64 46 123
internal_value=3.03192e-06 0.00112992 0.000782795 0.000639431 0.00968765 0.00808585 0.0127356 0.000385267 0.0051284 0.0156425 0.00147455 0.00703962 -6.21658e-06 0.000384376 0.00508899 -0.000254054 -0.00180451 0.00183544 0.00557795 0.0141057 3.42724e-05 0.0023066 -0.00418229 0.00097741 0.00567716 -0.00183207 -0.0042744 -0.00603869 0.0133002 -0.00249519
internal_weight=1.32591e+06 2714 2585 2562 70 129 82 2492 190 49 141 71 2302 2109 252 1857 1066 791 257 65 534 347 187 313 133 67 193 167 66 180
internal_count=1325913 2714 2585 2562 70 129 82 2492 190 49 141 71 2302 2109 252 1857 1066 791 257 65 534 347 187 313 133 67 193 167 66 180
is_linear=0
shrinkage=0.05


Tree=476
num_leaves=31
num_cat=0
split_feature=70 4 91 34 86 52 41 37 120 113 124 85 85 109 91 90 72 88 90 9 58 2 108 109 81 55 0 2 53 112
split_gain=1.24672 2.37213 2.4035 2.28073 2.22347 6.40139 1.88762 2.08955 3.28747 1.92786 2.23624 3.40911 2.1338 2.92436 3.39755 2.41447 2.80269 2.59015 2.83044 2.07391 3.65452 2.65751 1.98657 1.88452 1.8504 1.8198 1.7823 1.74701 2.08149 1.71676
threshold=344.07653808593756 12.750000000000002 -0.20790960639715192 12.750000000000002 0.79843896627426159 0.54500001668930065 12.750000000000002 12.750000000000002 -0.91702514886856068 0.19936034083366397 0.99687939882278453 0.88995155692100536 0.84414669871330272 0.96708381175994884 0.42278912663459783 -0.8507399559020995 0.90694496035575878 -0.71486514806747425 -0.091546434909105287 9.7500000000000018 319.28320312500006 10.500000000000002 0.98328498005867015 0.98309552669525158 339.23129272460943 1.185000002384186 14.500000000000002 167.50000000000003 1.3550000190734866 0.095842104405164733
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 -2 7 8 -6 10 12 19 27 14 15 25 17 -17 -19 -12 22 -22 -21 -13 -20 -14 29 28 -10 -15
right_child=1 2 -4 -5 6 -7 -8 -9 9 -11 11 23 13 26 -16 16 -18 18 24 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.8454553558276584e-07 0.025098392064017913 0.0072552895123088688 -0.00086216163787166365 0.024470182724046306 0.016842661958071405 0.0018288631001211657 0.014820024862208151 -0.0025283829751137554 0.010548982019399238 0.015722986550203391 0.0018363021845656516 0.010994778921206793 0.023797005202089036 0.00047553883214883781 0.018207029707562657 -0.0082435953513985243 0.017222394307397984 -0.0028530029227424947 0.024061914577725389 0.03106295529007912 0.016729211673295399 -0.0021936241943727843 0.013180284426979175 -0.0023427665305840429 0.003312036007727412 0.002722890442237258 -0.0033600407938025332 -0.0077927362337482696 -0.0062778987712226817 0.013784404807457969
leaf_weight=1323199 35 74 61 26 32 190 22 568 34 21 99 30 21 180 39 84 22 70 21 25 28 55 41 226 22 20 435 165 40 28
leaf_count=1323199 35 74 61 26 32 190 22 568 34 21 99 30 21 180 39 84 22 70 21 25 28 55 41 226 22 20 435 165 40 28
internal_value=2.88032e-06 0.00107342 0.00695978 0.0117312 0.000702211 0.00544857 0.000243479 0.000104414 0.000964844 0.000667019 0.000479378 0.00326767 -0.000710546 0.000359976 0.00444533 0.00238108 0.000296281 -0.00159395 0.00334916 0.00744568 0.0111727 0.00418998 0.019954 -0.000779773 0.0134457 0.0135169 -0.00153975 -0.00492992 0.00145337 0.00226712
internal_weight=1.32591e+06 2714 161 100 2553 225 2328 2306 1738 1706 1685 504 1181 942 299 260 219 197 113 248 149 83 66 256 43 41 643 239 74 208
internal_count=1325913 2714 161 100 2553 225 2328 2306 1738 1706 1685 504 1181 942 299 260 219 197 113 248 149 83 66 256 43 41 643 239 74 208
is_linear=0
shrinkage=0.05


Tree=477
num_leaves=31
num_cat=0
split_feature=91 98 113 70 113 56 67 65 60 20 15 75 92 83 27 70 85 77 122 68 97 53 98 73 61 96 62 20 106 103
split_gain=1.25506 2.13514 2.32357 2.47508 2.21785 2.12758 2.26121 2.82626 2.58594 4.7422 7.18946 2.78264 2.66067 2.51714 2.36154 2.75815 3.20814 5.00499 2.97441 3.13971 2.23816 2.11581 2.09031 2.73501 2.08158 2.28432 2.61848 2.59941 2.50712 3.2248
threshold=0.51753437519073497 -0.79136124253272999 0.39873388409614569 281.80862426757818 0.88697704672813427 68.363044738769545 11.815000057220461 3.1149998903274541 0.24610844254493716 6.0750000476837167 1.7250000238418581 0.57185250520706188 0.091446910053491606 321.59445190429693 283.50000000000006 293.00703430175787 0.8696364462375642 20.435000419616703 -0.026175950653851029 285.54762268066412 -0.99481680989265431 0.94499999284744274 -0.78675648570060719 0.7330574393272401 0.28829938173294073 -0.74650251865386952 0.47198045253753668 4.9449999332427987 -0.65625509619712818 0.81257694959640514
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 -4 20 7 13 9 10 11 -9 -11 -7 -15 18 -17 -18 19 -16 -2 -21 23 -3 25 -24 27 -27 29 -29
right_child=1 22 3 -5 -6 6 -8 8 -10 12 -12 -13 -14 14 15 16 17 -19 -20 21 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=7.0435250364246491e-06 0.0038104033983144604 0.0018216382230220492 0.0073106452470731945 0.01817008538261777 -0.012843180866912008 -0.0022271178035467862 -0.0044885779659766941 0.015144867033121132 0.0001922833657222056 -0.0052573317120550205 -0.00061946154022828135 0.039833528157323606 0.012650944019800851 -0.0080480589109631073 0.0034000436705884651 -0.0065746095613248724 0.024810311183333399 -0.0048488197961088393 -0.00092720312711138005 0.028298146508994607 -0.0066533926385085266 0.011162144695083764 -0.0008472453601995856 0.023496698384935205 -0.00068018523619518812 -0.006211352356794206 0.019678343526776072 0.0052707498383169106 0.0014773998091840634 0.02201664595049806
leaf_weight=1315599 61 43 43 31 20 2658 441 21 1510 80 39 25 28 53 67 111 25 33 78 31 315 43 620 22 2892 77 23 283 609 32
leaf_count=1315599 61 43 43 31 20 2658 441 21 1510 80 39 25 28 53 67 111 25 33 78 31 315 43 620 22 2892 77 23 283 609 32
internal_value=2.73631e-06 -0.000546669 -0.00119227 0.0066039 0.000912605 -0.00132269 -0.00106214 -0.000747471 0.000888849 0.00633866 0.0151732 0.0285626 -0.000614445 -0.00164668 0.00185173 0.00320402 -0.00159488 0.00793529 0.00690729 0.0112413 -0.00495581 0.0183407 0.000254964 0.00915781 0.000127388 0.00154801 0.00299826 0.002615 0.00335053 0.00697192
internal_weight=1.32591e+06 10314 5713 94 63 5619 5243 4802 1703 193 85 46 108 3099 441 388 169 58 219 141 376 74 4601 65 4536 1644 1024 1001 924 315
internal_count=1325913 10314 5713 94 63 5619 5243 4802 1703 193 85 46 108 3099 441 388 169 58 219 141 376 74 4601 65 4536 1644 1024 1001 924 315
is_linear=0
shrinkage=0.05


Tree=478
num_leaves=31
num_cat=0
split_feature=91 98 112 113 70 56 113 19 23 56 87 34 119 68 29 69 76 101 98 74 22 61 96 20 62 20 104 98 97 34
split_gain=1.13269 1.92696 2.47328 2.14237 2.23376 2.01961 2.00161 1.99062 2.14079 2.68154 1.9708 1.93993 2.52672 2.86809 2.50174 2.42748 2.43234 1.94933 1.92389 3.49584 4.29139 2.13998 2.10043 2.39386 2.35019 2.36118 2.64894 3.2219 2.24707 2.56936
threshold=0.51753437519073497 -0.79136124253272999 -0.99992385506629933 0.39873388409614569 281.80862426757818 111.71417617797853 0.88697704672813427 10.405000209808351 5.5850000381469735 154.94572448730472 0.74731236696243297 11.949999809265138 -0.14780378341674802 279.17945861816412 1011.3500061035157 263.75085449218756 3.1650000810623173 -0.014491885434836147 -0.78172427415847767 0.75638908147811901 6.4249999523162851 0.28829938173294073 -0.74650251865386952 4.4949998855590829 0.47198045253753668 4.9449999332427987 -0.71074360609054554 -1.0000000180025095e-35 -0.95025077462196339 14.250000000000002
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 11 -5 -7 10 -10 -9 -4 17 15 -15 16 -14 -13 19 -3 -21 22 23 -20 25 -24 27 -27 29 -25
right_child=1 18 3 4 -6 7 -8 8 9 -11 -12 12 13 14 -16 -17 -18 -19 21 20 -22 -23 24 28 -26 26 -28 -29 -30 -31
leaf_value=6.6913486213783297e-06 0.012516055126307588 0.0007307447742194433 -0.010538163452829659 0.006945112945381986 0.017261581009088627 -0.00052343144116317585 -0.012201021816581489 0.00046310777076097689 0.016637641489505767 -0.001909972282664967 -0.0082360413380935023 -0.016064891079440712 -0.011171886322494502 0.009224257497893025 -0.0098276765260379775 0.010216999146490335 0.0058882782980799672 -0.00078156632097328412 0.012476522475299135 0.031264796771109105 0.0013383211041598218 -0.00077936845864009304 -0.0059410069346133819 0.013914162382159546 0.01869442637037972 0.010127939939066168 0.0016959188326568777 -0.0085931463256621581 -0.0028583422127043639 -0.0039202763589047318
leaf_weight=1315599 33 109 103 43 31 3982 20 86 20 760 268 54 39 21 96 78 45 34 32 25 23 2828 76 46 23 198 689 26 490 36
leaf_count=1315599 33 109 103 43 31 3982 20 86 20 760 268 54 39 21 96 78 45 34 32 25 23 2828 76 46 23 198 689 26 490 36
internal_value=2.59949e-06 -0.000519336 -0.00113266 -0.00121195 0.00627371 -0.00133792 0.000866975 -0.00104976 -0.00289793 -0.00143439 -0.00612269 -0.0044746 -0.00277283 -0.000442841 -0.0064081 0.0038654 -0.00203251 -0.01016 0.000242216 0.00568186 0.016925 5.0041e-05 0.00150151 -0.000831817 0.00289412 0.00252668 0.00323154 0.00795496 -0.00157634 0.00608441
internal_weight=1.32591e+06 10314 5713 5680 94 5586 63 5116 1134 780 354 470 367 279 117 162 84 88 4601 157 48 4444 1616 604 1012 989 913 224 572 82
internal_count=1325913 10314 5713 5680 94 5586 63 5116 1134 780 354 470 367 279 117 162 84 88 4601 157 48 4444 1616 604 1012 989 913 224 572 82
is_linear=0
shrinkage=0.05


Tree=479
num_leaves=31
num_cat=0
split_feature=70 7 42 120 87 120 87 110 94 127 3 79 14 69 33 107 101 73 87 93 16 10 92 94 104 36 35 54 25 72
split_gain=1.11556 2.21987 1.94037 1.89434 1.43206 2.22815 2.444 1.84292 1.67263 1.39171 2.50897 2.33445 2.46293 2.0212 1.94059 1.82014 1.80235 2.72748 1.74252 1.79023 1.71916 1.57785 2.3445 2.15134 2.1079 2.03478 2.34389 2.0883 2.01769 1.88084
threshold=344.07653808593756 16.349999427795414 13.050000190734865 -0.98321744799613942 0.78188690543174755 -0.18222858756780622 0.77123770117759716 0.76152247190475475 0.93357688188552868 0.96359375119209301 340.50000000000006 18.265000343322757 1.6950000524520876 254.16490173339847 14.150000095367433 -0.56988027691841114 0.97420278191566478 0.87627899646759044 0.83506256341934215 0.04383493401110173 9.5450000762939471 12.750000000000002 0.11867057532072069 0.061793852597475059 -0.55601200461387623 12.750000000000002 11.150000095367433 3.0649999380111699 340.50000000000006 0.65508949756622326
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 -5 7 -7 -9 10 11 13 -13 -6 -15 -11 17 -14 -16 -20 -12 24 -23 -24 -17 26 -26 -28 -25 -30
right_child=1 -3 -4 4 9 6 -8 8 -10 15 20 12 16 14 18 21 -18 -19 19 -21 -22 22 23 28 25 -27 27 -29 29 -31
leaf_value=3.924479485933395e-07 0.013920859599279035 0.015020757953503303 0.015329571295043696 -0.0012119100216755666 -0.012193066818656883 0.017956944178465918 0.024250794252888723 -0.005417207716719101 0.010233042293017912 0.012804197057178527 -0.012033465421991423 0.019295274182222783 0.001972741797156354 -0.0038573420761773983 0.016463963481752823 0.012708773274789566 -0.0039482980298183477 0.019566921160245936 -0.007917123029393883 0.01152791370637715 0.004356142980977893 -0.008130250609893766 0.020066314571253633 -0.0019086123921189702 -0.0026302003577639531 -0.0054713475569820019 0.0040108419716266578 -0.0031427523638838184 0.020865510353310544 0.0053073074335529729
leaf_weight=1323199 27 28 23 91 54 23 22 38 31 33 80 20 268 246 24 32 116 24 29 20 20 36 23 92 359 163 474 130 22 166
leaf_count=1323199 27 28 23 91 54 23 22 38 31 33 80 20 268 246 24 32 116 24 29 20 20 36 23 92 359 163 474 130 22 166
internal_value=2.46952e-06 0.00101514 0.000869136 0.000744243 0.000609277 0.00462251 0.0092798 0.00569978 0.00161406 0.000270852 -0.00128811 -0.000355844 0.00216403 -0.00324728 -0.00173294 0.00118891 0.00132426 0.00341884 0.00542598 1.96267e-05 -0.00875554 0.000932858 0.00393303 0.00536629 5.45686e-05 -0.000305054 0.000569407 0.00247116 0.00415879 0.00712795
internal_weight=1.32591e+06 2714 2686 2663 2636 205 114 92 69 2431 901 801 428 373 319 1530 408 292 73 49 100 1497 339 303 1158 1126 963 604 280 188
internal_count=1325913 2714 2686 2663 2636 205 114 92 69 2431 901 801 428 373 319 1530 408 292 73 49 100 1497 339 303 1158 1126 963 604 280 188
is_linear=0
shrinkage=0.05


Tree=480
num_leaves=31
num_cat=2
split_feature=89 7 52 53 136 120 106 23 20 8 87 83 18 121 67 112 97 86 136 27 87 62 60 65 112 113 60 95 113 13
split_gain=1.08073 4.66005 1.87644 2.99716 2.31044 2.54258 2.11665 2.25237 2.13457 2.32982 2.74864 2.66959 2.94765 2.79852 2.82431 2.72718 2.54242 3.89465 5.19714 3.55249 3.49733 3.11162 2.72858 2.51826 2.48857 3.81424 2.4202 2.7099 2.4037 3.01146
threshold=0.5242438316345216 15.550000190734865 1.0249999761581423 1.325000047683716 0 -0.66259482502937306 -0.99712306261062611 8.4049997329711932 7.4349999427795419 6.5499999523162851 0.63583195209503185 254.43238830566409 4.6550002098083505 -0.81408452987670887 1.8450000286102297 -0.97988739609718312 -0.91265350580215443 0.80570629239082348 1 220.50000000000003 0.81976890563964855 0.3216704279184342 0.30068388581275945 31.295000076293949 -0.94828754663467396 -0.84335932135581959 0.26167748868465429 0.13039129227399829 -0.98897820711135853 0.72500002384185802
decision_type=2 2 2 2 1 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 6 4 5 -4 -2 8 9 10 -8 13 -13 15 -15 -12 19 18 20 -11 21 22 -18 -19 28 26 27 -26 29 -14
right_child=1 -3 3 -5 -6 -7 7 -9 -10 16 11 12 24 14 -16 -17 17 23 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.8451913177014906e-07 -0.003698824709910193 0.018531919264933094 -0.0060106409530930327 -0.00051057471349908931 -0.0044938810752306888 0.0020306957875587178 -0.0080057552223330112 0.016194287946690682 -0.0097618296017171827 0.015637158419533236 0.031183142725124281 0.020230341631741752 -0.0097376467993583633 -0.00078411873445198273 0.014738496735172217 0.0080061806086450821 0.014517487078795539 -0.0010546927196589321 -0.0023442010712725198 -0.0044637397399421913 0.00098117768862529802 0.0027857049622318966 0.034700203283379479 0.014694601884828165 0.0098982275547459739 0.00094192773619309776 0.0043261106087990392 0.030612169727683072 -0.004620379731958362 0.0063634377373037515
leaf_weight=1315703 311 32 137 4657 972 348 67 23 50 23 22 21 37 92 43 30 34 1067 100 496 38 22 33 26 75 788 173 20 278 135
leaf_count=1315703 311 32 137 4657 972 348 67 23 50 23 22 21 37 92 43 30 34 1067 100 496 38 22 33 26 75 788 173 20 278 135
internal_value=-4.54945e-06 -0.000518507 -0.000578757 -0.00112979 -0.00310897 -0.00023591 0.00026265 0.000596259 0.000498505 0.000640223 0.00192917 0.00231753 0.00162699 0.00795632 0.00416012 0.0178118 -0.000608074 0.000557661 0.00651722 -0.00357295 0.0126808 0.019101 0.0244582 -0.000680053 0.00136758 0.00269438 0.00784712 0.0142591 -0.00174599 0.00289983
internal_weight=1.32585e+06 10150 10118 6114 1457 485 4004 3693 3670 3620 1781 1714 1527 187 135 52 1839 1320 227 519 127 89 67 1093 1506 1056 268 95 450 172
internal_count=1325853 10150 10118 6114 1457 485 4004 3693 3670 3620 1781 1714 1527 187 135 52 1839 1320 227 519 127 89 67 1093 1506 1056 268 95 450 172
cat_boundaries=0 1 2
cat_threshold=545 2192
is_linear=0
shrinkage=0.05


Tree=481
num_leaves=31
num_cat=0
split_feature=89 11 65 3 69 22 107 58 11 106 88 25 122 95 52 53 116 5 54 54 115 12 20 92 94 92 41 63 96 86
split_gain=0.976695 3.39041 1.7834 3.84025 3.16274 2.81714 2.27651 2.19658 2.00848 1.9419 2.51201 3.1791 3.0515 3.40529 2.07195 2.74938 2.35527 4.37695 4.41469 3.00536 2.5656 2.56956 2.53283 2.30618 3.21087 2.84146 2.63628 2.62087 2.54593 2.53605
threshold=0.5242438316345216 19.050000190734867 0.25499999523162847 152.50000000000003 218.85337066650393 5.1949999332427987 -0.98189631104469288 179.87569427490237 4.3500001430511483 -0.98071670532226551 0.53405728936195385 286.50000000000006 0.86159634590148937 0.17721436917781833 0.9650000035762788 1.2649999856948855 -0.30069434642791742 5.5499999523162851 0.064999999478459372 0.9350000023841859 -0.95368063449859608 0.66500002145767223 5.3750000000000009 -0.1681781858205795 -0.18998797237873075 0.84120160341262828 12.250000000000002 0.4659703671932221 1.0000000180025095e-35 0.73443034291267406
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 8 -5 6 -6 -8 -2 10 11 12 -4 -14 16 -16 17 18 -11 -19 22 -22 -20 24 -18 29 27 -26 -27 -25
right_child=1 -3 9 4 5 -7 7 -9 -10 14 -12 -13 13 -15 15 -17 23 19 20 -21 21 -23 -24 25 26 28 -28 -29 -30 -31
leaf_value=-5.5529307129454963e-07 0.0040860902906085057 0.01657873246304948 -0.0019600129744399152 0.020523454705756661 -0.0011808758490674553 -0.009490903429687024 0.024303529727538783 0.0056309757598986231 -0.014587268613589308 0.03232115450359526 -0.0098787000167738798 -0.0089672466430704319 0.0022081155933847186 0.021748187289469773 -0.0029513389301967902 -0.00032414795953651611 0.00092343536385616645 -0.0085407171263154041 0.0056537490561604509 0.0093253533200671271 -0.010670502097518356 0.0088404094508021235 0.02891540338115936 -0.0063890070235356686 -0.0056805396230068623 -0.00190748512621126 0.012902954373170029 0.0082820503843120397 0.014759225278006247 0.0042766192311616156
leaf_weight=1315703 24 29 940 37 42 30 28 36 36 21 104 137 128 27 1294 4322 754 68 25 36 27 45 22 60 506 506 22 36 24 784
leaf_count=1315703 24 29 940 37 42 30 28 36 36 21 104 137 128 27 1294 4322 754 68 25 36 27 45 22 60 506 506 22 36 24 784
internal_value=-4.32455e-06 -0.000492918 -0.000541834 0.0037819 0.00756218 0.00403596 0.00786431 0.0138002 -0.00711793 -0.000643718 -0.00241652 -0.0017866 -0.000888194 0.00561187 -0.00036677 -0.000929487 0.0007096 0.00541347 0.0111853 -0.00235631 0.00745544 0.00152382 0.0165422 0.000283246 -0.00121097 0.00171657 -0.00406442 -0.00475314 -0.00115277 0.0035184
internal_weight=1.32585e+06 10150 10121 233 173 136 106 64 60 9888 1336 1232 1095 155 8552 5616 2936 244 140 104 119 72 47 2692 1318 1374 564 542 530 844
internal_count=1325853 10150 10121 233 173 136 106 64 60 9888 1336 1232 1095 155 8552 5616 2936 244 140 104 119 72 47 2692 1318 1374 564 542 530 844
is_linear=0
shrinkage=0.05


Tree=482
num_leaves=31
num_cat=0
split_feature=26 95 85 68 23 67 88 55 120 7 94 4 36 18 79 84 14 124 88 66 34 60 89 107 79 100 67 101 20 86
split_gain=0.948627 1.75666 1.88166 1.98801 1.82975 1.76164 2.72749 1.75421 1.71232 2.49966 1.66498 1.64095 1.61747 2.02977 2.2136 1.74224 2.96862 1.60187 1.53436 1.50096 1.43139 1.40722 2.8694 1.89695 1.8403 1.76057 1.3805 2.53843 4.51312 1.96627
threshold=350.50000000000006 -0.95779296755790699 0.90144845843315136 337.21759033203131 7.1250000000000009 8.9049997329711932 0.020642740651965145 0.11499999836087228 0.18222858756780627 8.5500001907348651 -0.99607998132705677 7.9500000476837167 9.3499999046325701 6.4600000381469735 38.555000305175788 0.89409157633781444 3.2350000143051152 0.9996192753314973 -0.72480329871177662 10.675000190734865 11.949999809265138 0.17275185883045199 -0.63610726594924916 -0.71642711758613575 33.545000076293952 0.31749978661537176 1.2749999761581423 0.68809506297111522 5.3750000000000009 0.85339003801345836
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 18 3 10 8 6 7 11 12 -10 -3 -4 -5 -14 -15 16 -16 20 -2 -9 -6 22 -12 25 -24 -23 27 -25 -29 -30
right_child=1 2 5 4 17 -7 -8 19 9 -11 21 -13 13 14 15 -17 -18 -19 -20 -21 -22 23 24 26 -26 -27 -28 28 29 -31
leaf_value=-2.0678456438197513e-06 0.00044986784329360471 0.01303468787421783 0.0015554653713479639 -0.0072421932311140403 -0.0011255328994193073 -0.0067781905939971855 -0.012236589955335315 -0.0031016666342701688 0.0023795890731408316 0.022553395872403469 0.017444739938498693 0.018538095146417619 0.016535644625712716 0.00063189747032302919 0.027064370772299857 -0.0015935726774235566 0.0046205466948723529 0.0095167267657816426 -0.010986596127398886 0.0095024967067209743 -0.011989783222920129 -0.0020461494540479214 -0.00049166391600877365 -0.0038323462801979277 0.01437690838832747 0.0073157197545752955 -0.0037528609295311207 0.019833703324771846 0.010490922874305399 -0.0069773062788026077
leaf_weight=1322774 47 21 33 38 109 220 44 151 34 28 26 25 28 307 26 24 34 25 78 28 42 103 385 151 22 98 840 39 24 49
leaf_count=1322774 47 21 33 38 109 220 44 151 34 28 26 25 28 307 26 24 34 25 78 28 42 103 385 151 22 98 840 39 24 49
internal_value=-4.10832e-06 -0.000880721 -0.000635048 -6.47451e-05 0.00219911 -0.00342737 -0.000803947 0.00131857 0.00369309 0.0114903 -0.000959726 0.00887556 0.00263526 0.00353107 0.00259979 0.00979198 0.0143462 -0.00220645 -0.00668649 -0.00113007 -0.00414738 -0.00112892 0.0013408 -0.001949 0.000312043 0.00251834 -0.00276308 0.000398191 0.00610186 -0.00123433
internal_weight=1.32585e+06 3079 2954 2453 695 501 281 237 519 62 1758 58 457 419 391 84 60 176 125 179 151 1737 433 1304 407 201 1103 263 112 73
internal_count=1325853 3079 2954 2453 695 501 281 237 519 62 1758 58 457 419 391 84 60 176 125 179 151 1737 433 1304 407 201 1103 263 112 73
is_linear=0
shrinkage=0.05


Tree=483
num_leaves=31
num_cat=2
split_feature=53 16 136 65 67 64 35 109 18 113 57 36 63 5 57 91 31 99 57 38 20 42 5 38 63 30 18 136 91 127
split_gain=0.925447 2.97793 2.42286 2.14158 3.43121 3.07751 3.41577 3.01687 3.48733 4.12648 2.93327 2.88365 2.86376 2.82358 4.08539 3.34114 2.68573 3.20864 2.60914 2.87714 2.58273 5.28123 3.101 2.79308 3.00078 2.89952 3.13374 2.55998 2.55105 2.47996
threshold=13.805000305175783 11.120000362396242 0 19.285000801086429 17.914999961853031 10.164999961853029 12.750000000000002 0.084630217403173461 11.120000362396242 0.19936034083366397 233.17728424072268 14.550000190734865 0.57056176662445079 0.35000000894069677 218.8786315917969 1.0000000180025095e-35 1013.3500061035157 -0.97715350985527027 256.16117858886724 17.150000572204593 6.555000066757203 11.050000190734865 9.7500000000000018 12.449999809265138 0.5170506238937379 1011.3500061035157 7.4149999618530282 1 -0.99424341320991505 -0.98624804615974415
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 1 2 2
left_child=3 -2 -3 4 -1 6 -6 -5 9 13 -8 12 16 14 -9 20 17 -10 19 -13 21 23 -23 24 25 -15 -27 29 -26 -20
right_child=1 2 -4 7 5 -7 10 8 11 -11 -12 18 -14 15 -16 -17 -18 -19 27 -21 -22 22 -24 -25 28 26 -28 -29 -30 -31
leaf_value=1.3276483277731308e-05 -0.00080227696425816354 -0.00040610372718026923 5.1013813479643165e-05 -0.00046268383565254339 -0.00045676518240671282 -0.00019317767858281193 -0.0037525113004141988 -0.0063911785238488618 0.014915756212968307 0.022856141461525113 -0.0010935862166499876 0.0010629384479838731 0.00026986622695963219 -0.00040567245195468547 -0.00060376678542490214 -0.0021564198834521787 0.0010508357235182945 0.0034091501181822757 0.019366710912436247 -0.0070386759936809547 0.00014254499894715032 0.0040786407031719726 0.025944035621154507 -0.00039085720754234777 0.0075723567721890477 0.013945843398571016 0.0035143838861169566 0.0017366028349180601 -0.00068292435075842568 0.004303450958985054
leaf_weight=1046284 14254 37166 131601 10595 6047 26157 1920 373 65 20 2256 469 10428 485 1671 1363 2362 892 28 143 22742 31 34 1865 102 75 1798 2361 1134 1132
leaf_count=1046284 14254 37166 131601 10595 6047 26157 1920 373 65 20 2256 469 10428 485 1671 1363 2362 892 28 143 22742 31 34 1865 102 75 1798 2361 1134 1132
internal_value=-3.90291e-06 -0.000108288 -4.9674e-05 1.2814e-05 -3.32143e-06 -0.000480675 -0.00121628 0.000303156 0.000466835 0.000151846 -0.00231608 0.00102517 0.000677 0.000137509 -0.00165988 0.000261505 0.00195618 0.00419069 0.00218322 -0.000830086 0.000378099 0.00134786 0.0155159 0.00117916 0.00199388 0.00303989 0.00393209 0.00270698 -1.66329e-06 0.00462716
internal_weight=1.32585e+06 183021 168767 1.14283e+06 1.08266e+06 36380 10223 60168 49573 31693 4176 17880 13747 31673 2044 29629 3319 957 4133 612 28266 5524 65 5459 3594 2358 1873 3521 1236 1160
internal_count=1325853 183021 168767 1142832 1082664 36380 10223 60168 49573 31693 4176 17880 13747 31673 2044 29629 3319 957 4133 612 28266 5524 65 5459 3594 2358 1873 3521 1236 1160
cat_boundaries=0 1 2
cat_threshold=4194 338
is_linear=0
shrinkage=0.05


Tree=484
num_leaves=31
num_cat=0
split_feature=122 94 63 4 79 125 79 78 40 52 37 75 62 55 127 72 61 88 62 84 113 4 68 12 56 10 123 30 13 29
split_gain=0.901528 2.05001 5.42082 3.31472 3.04926 3.44411 3.27582 3.13217 2.8744 3.51759 3.52938 3.06876 3.00003 4.67305 2.58484 2.56374 2.59081 2.57512 2.55686 2.54623 2.54664 2.45341 2.41046 3.37626 2.95011 2.40587 2.7849 2.38797 4.82809 2.58672
threshold=-0.63605400919914235 -0.21220185607671735 0.29616649448871618 10.34999990463257 21.494999885559086 0.53727915883064281 36.614999771118171 49.965000152587898 15.949999809265138 1.2649999856948855 22.650000572204593 0.38464951515197759 0.24544539302587512 1.6649999618530276 -0.18222858756780622 0.31409581005573278 0.25762243568897253 -0.95380011200904835 0.20285778492689135 0.89632135629653942 -0.73724925518035878 7.3500001430511483 313.95677185058599 2.435000061988831 290.52772521972662 15.84999990463257 -0.68832838535308827 1004.9500122070314 1.7849999666213991 1010.5499877929689
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 2 2
left_child=1 2 4 8 21 -6 15 -8 27 10 14 -12 13 -11 -10 -7 17 -17 -19 22 -21 -1 23 -20 -24 -23 -27 28 -4 -29
right_child=-2 -3 3 -5 5 6 7 -9 9 12 11 -13 -14 -15 -16 16 -18 18 19 20 -22 25 24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0011325470143193786 -3.535899446139816e-05 -4.5871185518364422e-06 0.019350121539010078 -0.0011651210998842368 -0.0016052987148304253 -0.0040061029516870071 -0.003108990960013434 0.0110020325797529 -0.0014707815698924466 0.030256739721226042 -0.0063597421283307287 0.017745054483173355 -0.00078703499839337442 0.0008919843350581471 -0.0084828299037193883 -0.0005538656871529326 0.003813192495823868 -0.0058536139909516685 0.0081071357271373587 0.0082946591345327246 0.027670894519880765 -0.00050382276998895889 -0.0089907327228609252 0.025417718933140106 0.015210166638717056 0.00040641073551442894 0.019701141212135554 -0.00084922390898072931 -0.00083075220440514399 0.0002743050808579845
leaf_weight=12030 834212 382351 49 5020 383 84 271 46 208 20 23 31 2214 42 357 63 1164 22 118 28 43 3733 34 37 20 45 32 5485 75 77613
leaf_count=12030 834212 382351 49 5020 383 84 271 46 208 20 23 31 2214 42 357 63 1164 22 118 28 43 3733 34 37 20 45 32 5485 75 77613
internal_value=-3.70724e-06 4.99992e-05 0.000240969 8.38103e-05 0.00102998 0.00272582 0.00358531 -0.00106133 0.000156614 -0.00139218 -0.0047342 0.0074782 -0.000483259 0.0103645 -0.0059014 0.0044985 0.00496573 0.00864121 0.0105594 0.011849 0.0200296 0.000782354 0.00906993 0.0122393 -2.74367e-05 -0.000323371 0.008425 0.000210491 0.00714395 0.000200145
internal_weight=1.32585e+06 491641 109290 91137 18153 2313 1930 317 86117 2895 619 54 2276 62 565 1613 1529 365 302 280 71 15840 209 155 54 3810 77 83222 124 83098
internal_count=1325853 491641 109290 91137 18153 2313 1930 317 86117 2895 619 54 2276 62 565 1613 1529 365 302 280 71 15840 209 155 54 3810 77 83222 124 83098
is_linear=0
shrinkage=0.05


Tree=485
num_leaves=31
num_cat=0
split_feature=18 103 56 33 72 57 34 54 75 9 84 25 60 90 28 27 3 73 127 54 85 60 66 32 52 38 100 8 74 6
split_gain=1.2024 3.33479 2.7103 2.56537 2.43819 2.20164 3.2479 3.67248 2.15244 2.82429 3.46883 2.7392 2.58562 2.64132 1.97919 2.43176 2.89232 2.10997 2.14516 2.12972 1.88271 1.8822 2.12825 1.87355 1.92059 1.83682 1.68063 1.93456 1.66884 2.50594
threshold=6.9049999713897714 -0.90240320563316334 325.80848693847662 22.150000572204593 0.65759074687957775 305.20968627929693 16.250000000000004 1.2050000429153445 0.5161554515361787 2.3500000238418584 0.86468186974525463 313.50000000000006 0.29367391765117651 -0.13729771226644513 1013.8500061035157 258.50000000000006 330.50000000000006 0.45288738608360296 0.737249255180359 0.61500000953674328 0.89339682459831249 0.19002065807580951 0.25499999523162847 15.150000095367433 1.8550000190734866 20.650000572204593 0.43811458349227911 2.1499999761581425 0.41340959072113043 0.75000000000000011
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 4 5 -3 8 23 -8 9 10 28 -10 -13 -14 15 16 17 18 19 -11 -12 -16 -23 24 -7 -6 27 -17 -1 -30
right_child=-2 2 -4 -5 25 6 7 -9 11 14 20 12 13 -15 21 26 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011305904494941065 2.9925060452730389e-06 -1.5208621840785394e-05 -0.0020408645098339852 -0.016346554408470791 -0.00083039394186363658 0.0093818000476393448 0.031610587458126248 0.0023147998620634495 -0.0011108380685268631 -0.0088202580393470353 0.013491444999503123 0.01888171928801707 -0.0027768506355641876 0.015203306255862118 -0.011444077091837986 -0.019856941916048528 0.014404276333749294 -0.0091264668946541005 -0.014411558321892068 0.0030607768459396719 -0.002886798500042895 0.0083445563121646079 -0.0019395933278673226 -0.013076821348184478 -0.0086445303633809097 0.012475120100246456 -0.015875801433096914 -0.005564442369487904 0.0067836893456322813 -0.013625409166803057
leaf_weight=174 1206183 103590 1809 30 10951 45 20 23 395 47 74 35 64 30 49 25 25 106 26 191 23 53 990 23 22 26 51 447 21 53
leaf_count=174 1206183 103590 1809 30 10951 45 20 23 395 47 74 35 64 30 49 25 25 106 26 191 23 53 990 23 22 26 51 447 21 53
internal_value=-1.19911e-05 -0.000163333 -0.000120615 -0.00179759 -9.02943e-05 -0.00165268 0.00463674 0.0159407 -0.00194323 -0.00258812 0.00159132 0.000955076 0.00728094 0.0029615 -0.00330549 -0.00501671 -0.00205555 -0.0031677 -0.000775168 0.000714522 0.00960794 -0.00186694 -0.001417 -0.000764062 0.00346271 -0.000798879 -0.00725315 -0.00632146 -0.00154422 -0.00783364
internal_weight=1.3256e+06 119418 116376 3042 114567 3012 133 43 2879 2355 345 524 129 94 2010 918 395 370 264 238 97 1092 1043 90 67 10977 523 472 248 74
internal_count=1325601 119418 116376 3042 114567 3012 133 43 2879 2355 345 524 129 94 2010 918 395 370 264 238 97 1092 1043 90 67 10977 523 472 248 74
is_linear=0
shrinkage=0.05


Tree=486
num_leaves=31
num_cat=1
split_feature=21 86 34 12 12 13 67 120 66 84 22 26 82 33 81 71 83 6 36 31 56 136 18 129 37 75 91 25 62 61
split_gain=1.08906 3.01097 3.12533 4.31428 2.4561 3.05085 2.76309 2.33316 2.63866 2.31916 2.57866 2.5138 2.44448 2.5157 2.28136 2.45469 3.11751 2.87896 3.14815 3.14232 2.87045 2.24902 2.81634 2.51202 2.33302 2.13209 2.08528 2.25749 2.06884 2.04699
threshold=5.0450000762939462 0.84094005823135387 16.349999427795414 1.8949999809265139 0.9350000023841859 0.70499998331069957 0.24499999731779101 -0.90255093574523915 0.59499999880790722 0.88933527469635021 4.6849999427795419 256.50000000000006 261.54119873046881 12.250000000000002 214.69133758544925 245.93411254882815 321.24728393554693 12.34999990463257 15.650000095367433 1012.4500122070314 241.06431579589847 0 4.2599999904632577 331.50000000000006 7.0499999523162851 0.55238422751426708 -0.87824872136116017 262.50000000000006 0.48365731537342077 0.47387257218360906
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 -1 3 4 6 -6 -3 9 14 -7 11 -11 -13 -14 -9 16 -16 18 -17 -20 26 24 25 -24 -10 -23 28 -28 -21 -5
right_child=-2 2 -4 29 5 7 -8 8 21 10 -12 12 13 -15 15 17 -18 -19 19 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.080380524756484e-05 1.4742824346116883e-06 0.00077488511506171428 -0.001977693970699611 -0.0035261904478987565 0.016941340605693838 -6.1601245024170111e-05 -0.0022062131839926751 -0.010167537324807862 0.014680392554272776 -0.010335159138776362 0.00092728043168804051 0.014582476139068604 0.018630382529039296 0.0038936036206723662 1.7528372574607656e-05 -0.0037837771354850575 0.011134957011042751 0.011067649607474988 -0.0051108485023308153 -0.003151910253800452 -0.0015016902703791858 0.0022516390492551422 0.00075469807529094171 -0.0049967033088881979 -0.001326895037134073 0.019356075434812478 0.030316646881401538 0.010127485026088026 0.016543467342853547 0.00092542041420412904
leaf_weight=76261 1226735 1113 3839 1476 27 1187 2577 77 23 24 670 75 31 440 463 1301 73 39 112 40 92 38 6053 196 2206 35 20 45 20 313
leaf_count=76261 1226735 1113 3839 1476 27 1187 2577 77 23 24 670 75 31 440 463 1301 73 39 112 40 92 38 6053 196 2206 35 20 45 20 313
internal_value=-1.13916e-05 -0.000171032 -0.000677846 -0.000411933 -0.000165833 0.000151097 -0.00130704 0.000116909 -0.00019702 0.00151814 0.00303036 0.0055024 0.00619856 0.00486354 -0.00170758 -0.00141215 0.00153166 -0.00235756 -0.00267877 0.00169086 0.00520142 0.000206102 0.00068728 0.000574305 -0.00115653 0.0104524 0.0101349 0.0163395 0.00341322 -0.00274735
internal_weight=1.3256e+06 98866 22605 18766 16977 13287 3690 13260 10833 2427 1240 570 546 471 2282 2205 536 1669 1630 329 217 8551 6322 6249 2229 73 125 65 60 1789
internal_count=1325601 98866 22605 18766 16977 13287 3690 13260 10833 2427 1240 570 546 471 2282 2205 536 1669 1630 329 217 8551 6322 6249 2229 73 125 65 60 1789
cat_boundaries=0 1
cat_threshold=7298
is_linear=0
shrinkage=0.05


Tree=487
num_leaves=31
num_cat=0
split_feature=18 103 33 57 34 54 75 9 84 63 25 60 90 36 73 24 78 116 54 79 105 1 34 57 32 76 7 73 106 119
split_gain=1.0316 3.00769 2.30022 1.98674 2.94068 3.30977 1.93261 2.539 3.1234 3.08369 2.46882 2.33777 2.37586 2.2764 2.24411 2.35703 2.17691 2.34532 3.18081 2.18836 2.08207 2.03878 2.09204 2.06753 1.92527 1.84491 2.49196 2.12657 2.63064 1.85663
threshold=6.9049999713897714 -0.90240320563316334 22.150000572204593 305.20968627929693 16.250000000000004 1.2050000429153445 0.5161554515361787 2.3500000238418584 0.86468186974525463 0.26891128718853002 313.50000000000006 0.29367391765117651 -0.13729771226644513 13.949999809265138 0.37312105298042303 329.50000000000006 0.79500001668930065 0.68832838535308849 0.61500000953674328 1.1649999618530276 -0.87136507034301747 325.50000000000006 18.94999980926514 273.71548461914068 13.949999809265138 23.605000495910648 13.650000095367433 0.65481156110763561 -0.70560830831527699 0.97988739609718334
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 -6 7 8 -1 -10 -8 -12 -13 14 15 24 -15 18 -18 -20 -16 23 -23 -21 -9 -3 27 28 -27 -30
right_child=-2 25 -4 4 5 -7 10 13 9 -11 11 12 -14 16 20 -17 17 -19 19 21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0014654993579062004 3.0567027812984903e-06 -5.2687546400816959e-05 -0.015479635527978342 -0.00073026017829154932 0.030040785912424331 0.0022292974232898458 -0.0010568208404388142 0.0030631273872249072 0.026609273832291364 0.004573358795545125 0.017940816799444811 -0.0026395358985610074 0.014413197004663137 0.010351509981730489 -0.011549321494420015 -0.0085565594304353003 -0.0084399600631549984 -0.0087182533263580886 0.012256735488055991 -0.0043326449609825774 -0.0015051507347686168 -0.00058217775963601611 0.013385314493077911 0.0073907651531044394 0.017987255658954381 -0.0032186879922359159 0.0023765794603746548 0.00021911875185592824 -0.00075117959777632392 -0.0095364010553104714
leaf_weight=248 1206183 107344 30 90 20 23 395 217 20 77 35 64 30 25 63 40 251 269 26 629 285 105 36 40 24 1656 579 2473 4263 61
leaf_count=248 1206183 107344 30 90 20 23 395 217 20 77 35 64 30 25 63 40 251 269 26 629 285 105 36 40 24 1656 579 2473 4263 61
internal_value=-1.0822e-05 -0.000151004 -0.00170305 -0.00156583 0.00440877 0.0151649 -0.00184183 -0.00245291 0.00150983 0.00911685 0.000904485 0.00691003 0.00280283 -0.00313308 -0.000639817 0.00268374 -0.00426867 -0.00453822 -0.00350379 -0.00202175 -0.00332349 -0.00248007 0.00298399 -0.00363169 0.00454935 -0.000110434 -0.000796748 -0.00101411 -0.0015241 -0.000875115
internal_weight=1.3256e+06 119418 3042 3012 133 43 2879 2355 345 97 524 129 94 2010 629 281 1381 1356 1087 836 348 810 141 669 241 116376 9032 8453 5980 4324
internal_count=1325601 119418 3042 3012 133 43 2879 2355 345 97 524 129 94 2010 629 281 1381 1356 1087 836 348 810 141 669 241 116376 9032 8453 5980 4324
is_linear=0
shrinkage=0.05


Tree=488
num_leaves=31
num_cat=1
split_feature=72 95 136 4 97 60 31 91 91 35 99 28 1 84 71 23 39 37 66 120 38 37 69 35 104 32 12 53 107 52
split_gain=0.965673 1.92795 2.01124 1.89425 2.67132 1.84721 2.51208 2.03146 2.07721 2.001 2.01119 2.00798 2.91884 1.92991 1.75775 1.84977 1.66685 2.2099 2.39259 1.96464 1.58421 2.7075 1.55317 3.302 2.78536 1.94201 2.15794 1.9214 1.90516 1.9039
threshold=0.89067068696022045 0.99999997019767772 0 1.8499999642372134 -0.72057402133941639 0.31982228159904486 1015.9500122070314 -0.91322132945060719 -0.59224721789360035 12.650000095367433 -0.850202977657318 1015.8500061035157 333.50000000000006 0.90230649709701549 305.56341552734381 7.3450000286102304 10.84999990463257 10.150000095367433 38.93499946594239 0.14780378341674807 14.949999809265138 15.34999990463257 322.98785400390631 12.449999809265138 -0.7466912269592284 12.050000190734865 3.5649999380111699 36.405000686645515 -0.12484111264348029 15.635000228881838
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 5 3 4 -3 6 7 -2 -9 10 -8 12 13 -12 -13 -16 17 -5 -19 -18 -4 -22 24 25 -7 29 -27 28 -25 -24
right_child=1 2 20 16 -6 22 9 8 -10 -11 11 14 -14 -15 15 -17 19 18 -20 -21 21 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=-9.6190531767378355e-07 -0.0061407549521755832 0.0040460428619809767 -0.0022288669588042104 -0.00053470277925953273 0.021638365155987202 -9.0448359174372101e-05 -0.0064721777472963055 0.0010048588710174164 -0.003991932521585557 -0.0045353903761846297 0.016821726914495232 0.015432277348979066 0.029004704849794505 -0.0048805524994220053 -0.0012114140943244652 0.015082018040120602 0.0019861775164380204 0.0070091448744813755 0.025371910926575467 -0.0072684632155985114 0.020311103841628542 0.00016742214337801158 0.0020402049775459746 0.0046619920605794401 -0.001007474818061655 -0.0068445180144648607 0.0031229083933420991 -0.001543165273888379 -0.002440971523228998 -0.0019534801505396212
leaf_weight=1265267 369 71 427 60 31 44435 41 386 451 98 20 24 20 21 135 20 639 68 24 63 22 69 683 863 10177 212 73 196 106 530
leaf_count=1265267 369 71 427 60 31 44435 41 386 451 98 20 24 20 21 135 20 639 68 24 63 22 69 683 863 10177 212 73 196 106 530
internal_value=-1.02809e-05 -0.00020571 0.00158036 0.00292213 0.00939273 -0.000250437 -0.00193422 -0.0030501 -0.00168756 0.00161658 0.00376211 0.00551046 0.0133449 0.00570593 0.00284064 0.000890964 0.00218351 0.00693069 0.0117994 0.00115563 -0.000934337 0.00503732 -0.000203841 0.000975271 -0.000261337 -0.000577403 -0.00429146 0.00297176 0.00388499 0.000295231
internal_weight=1.3256e+06 60334 1474 956 102 58860 1585 1206 837 379 281 240 61 41 179 155 854 152 92 702 518 91 57275 2663 54612 1498 285 1165 969 1213
internal_count=1325601 60334 1474 956 102 58860 1585 1206 837 379 281 240 61 41 179 155 854 152 92 702 518 91 57275 2663 54612 1498 285 1165 969 1213
cat_boundaries=0 1
cat_threshold=1810
is_linear=0
shrinkage=0.05


Tree=489
num_leaves=31
num_cat=0
split_feature=21 79 36 6 83 38 55 21 97 56 60 83 121 93 96 54 9 20 34 39 77 32 68 121 68 56 80 38 96 128
split_gain=0.957139 2.79993 2.65946 3.171 3.19467 2.73828 2.57557 2.41825 2.38392 1.96159 1.9083 2.85659 2.58344 2.53213 2.34265 3.27871 2.33083 2.10648 1.88076 3.05252 2.72782 1.87985 1.95761 2.58446 1.78998 1.74788 2.00929 1.84839 2.06167 1.72986
threshold=5.0450000762939462 14.25500011444092 14.34999990463257 13.050000190734865 333.48237609863287 7.1499998569488534 2.5149999856948857 4.5750000476837167 -0.99989143013954151 347.33976745605474 0.30568602681159979 336.79696655273443 -0.36648726463317866 -0.96957364678382862 -0.5737912356853484 1.0349999666213991 16.849999427795414 4.6749999523162851 13.650000095367433 13.250000000000002 16.98499965667725 17.550000190734867 196.21759796142581 -0.73724925518035878 278.22160339355474 196.30730438232425 328.69863891601568 13.949999809265138 -0.99894669651985157 327.50000000000006
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 9 5 4 7 -3 -6 -4 -7 29 13 25 -13 17 15 -14 18 -10 19 -15 24 22 23 -9 -21 26 27 28 -12 -1
right_child=-2 2 3 -5 6 8 -8 21 10 -11 11 12 14 16 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.4831373844319029e-05 2.2945959265080087e-06 0.01254894578596577 -0.0084625173999104183 0.018637180089950561 0.025238911131315905 0.010310047004665984 0.0010197266847604798 -0.00086516117541274675 0.0012208081196032226 -0.0050364174694749551 0.017076665987260639 -0.0082387884191813931 0.030036208505491515 -0.0034723943600527747 -0.0014716447938395584 0.0041201589699915572 0.0079776936878814646 -0.013596710044547987 -0.0075713810449119963 0.0053638122592340499 -0.0052627853809319664 -0.0063658192015548301 0.00085637086516297508 0.021685158644147495 0.02319838060454155 -0.002450519449933148 -0.0095889509468657999 0.016220798902213573 0.00048986689584420973 -0.0028045494334647844
leaf_weight=93718 1226735 32 79 25 23 38 21 24 31 201 20 21 26 766 23 23 46 106 226 34 33 82 581 27 24 1695 38 23 296 584
leaf_count=93718 1226735 32 79 25 23 38 21 24 31 201 20 21 26 766 23 23 46 106 226 34 33 82 581 27 24 1695 38 23 296 584
internal_value=-9.76685e-06 -0.000159426 -0.00139779 0.00109001 0.000565902 -0.00201033 0.0136798 -0.000161727 -0.00214463 -0.000102253 -0.00228258 -0.00138086 0.00719186 -0.00382461 0.0116925 0.0178715 -0.00304566 -0.0102438 -0.00351388 -0.00244387 0.00621383 0.000756708 0.00168083 0.0110732 0.0127436 -0.00176564 0.00131361 0.00253573 0.00153966 -9.17362e-05
internal_weight=1.3256e+06 98866 4363 862 837 3501 44 793 3469 94503 3431 2165 93 1266 72 49 1129 137 1083 857 91 714 632 51 58 2072 377 339 316 94302
internal_count=1325601 98866 4363 862 837 3501 44 793 3469 94503 3431 2165 93 1266 72 49 1129 137 1083 857 91 714 632 51 58 2072 377 339 316 94302
is_linear=0
shrinkage=0.05


Tree=490
num_leaves=31
num_cat=1
split_feature=18 99 91 18 52 52 92 64 31 136 82 67 92 91 68 107 12 16 9 69 60 94 4 60 7 107 132 60 82 84
split_gain=1.03996 2.51271 1.96224 3.64717 5.17419 4.759 4.51838 4.8863 4.32071 5.26053 4.21477 3.80988 3.76495 3.87935 3.37527 4.20532 4.02364 3.30044 3.21566 3.09387 3.06851 3.55134 3.30085 3.03373 3.34502 3.00675 2.96224 3.55316 2.93613 2.91423
threshold=13.344999790191652 -0.97131609916687001 -0.46150849759578699 11.775000095367433 3.0249999761581425 18.095000267028812 -0.85578683018684376 16.115000724792484 1019.9500122070314 0 327.92327880859381 15.175000190734865 0.14039815962314608 -0.82010215520858754 271.99127197265631 -0.45642016828060145 1.5549999475479128 11.775000095367433 4.4500000476837167 325.97186279296881 0.2259640917181969 -0.43942187726497645 3.3500000238418584 0.35291427373886114 6.6499998569488534 -0.79144051671028126 1016.9500122070314 0.23688364028930667 315.27796936035162 0.85770124197006237
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 3 4 10 8 23 17 9 11 14 12 13 -5 18 16 -16 -8 -1 -20 21 22 -17 24 -6 -18 -4 -28 -23 -30
right_child=1 -3 26 5 6 -7 7 -9 -10 -11 -12 -13 -14 -15 15 20 25 -19 19 -21 -22 28 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0010863503511512249 -0.00035383240682754637 -6.4686518144545394e-06 -1.7109320907189238e-05 0.0031507028289232625 -0.0020184663764544544 -0.0001284806045601 -0.00098890632468256242 2.4360373485965145e-06 -3.2700096739211894e-07 0.0002834537932024605 0.0011813010388997116 0.00067578397891480881 0.00090899748214029778 0.00081979839428831321 -0.00044695820916349806 0.030212255058410978 0.00060299724019338967 -0.0001410997682628289 0.00011992991571620638 0.0069907519519046852 0.0015643052909321328 -0.0034136963893328927 0.0086104412291509412 0.0011043292217106052 0.0011519677403942512 -0.00015153064049727621 0.01154110013972968 -0.0037317437739026447 0.022323779251116019 -0.0003188479829717566
leaf_weight=16041 61098 351985 550152 6513 1905 31262 32000 53706 20252 21647 10773 12402 6192 2459 38886 28 26232 17901 23346 165 1902 76 48 9739 1477 26584 40 794 30 27
leaf_count=16041 61098 351985 550152 6513 1905 31262 32000 53706 20252 21647 10773 12402 6192 2459 38886 28 26232 17901 23346 165 1902 76 48 9739 1477 26584 40 794 30 27
internal_value=7.97677e-06 -5.78463e-05 3.77719e-05 0.000128277 2.96027e-05 0.000383825 -0.000217845 -0.000328549 0.000614383 0.000867347 0.000229995 0.00132528 0.00185735 0.00251186 0.00015315 -1.01763e-05 -6.0968e-05 -0.000684772 0.000540542 0.000168149 0.00219622 0.00794693 0.016569 0.000656302 -0.000633862 0.000223219 -2.16232e-05 -0.00299923 0.00302003 0.0115983
internal_weight=1.32566e+06 413083 912579 361593 260866 100727 116728 103607 69465 49213 144138 27566 15164 8972 133365 93813 91702 49901 39552 23511 2111 209 76 13121 3382 52816 550986 834 133 57
internal_count=1325662 413083 912579 361593 260866 100727 116728 103607 69465 49213 144138 27566 15164 8972 133365 93813 91702 49901 39552 23511 2111 209 76 13121 3382 52816 550986 834 133 57
cat_boundaries=0 1
cat_threshold=851
is_linear=0
shrinkage=0.05


Tree=491
num_leaves=31
num_cat=1
split_feature=28 39 93 93 136 38 57 53 30 124 92 54 96 30 123 112 23 54 64 36 120 102 39 59 38 13 80 24 41 39
split_gain=0.975613 2.82108 3.31634 2.90568 2.72615 3.90026 4.99171 2.86837 3.72973 4.3274 4.59001 4.00117 3.33908 2.89926 2.60129 2.4037 2.34538 2.24584 2.23429 3.04121 3.04045 2.19518 2.11963 2.09658 2.17503 2.23359 2.08234 1.95398 1.97215 1.92522
threshold=1021.6499938964845 19.050000190734867 -0.14928258210420606 0.3220221102237702 0 9.2500000000000018 207.27530670166018 1.935000002384186 1023.4500122070314 0.97233289480209362 -0.4107599258422851 1.3650000095367434 -0.9781314730644225 1021.2500000000001 -0.061046212911605828 -0.41467745602130884 5.4649999141693124 1.8849999904632571 11.875000000000002 11.550000190734865 -0.49240480363368982 0.83366775512695324 14.150000095367433 267.53196716308599 8.4499998092651385 2.0349999666213994 261.52549743652349 245.50000000000003 13.050000190734865 12.250000000000002
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 -3 4 7 16 18 8 9 12 11 13 22 -11 29 -10 -6 -8 -7 20 -20 -12 26 24 -18 -26 -2 -19 -29 -15
right_child=1 2 -4 -5 5 6 17 -9 15 10 21 -13 -14 14 -16 -17 23 27 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=2.3538909368985974e-05 0.0017995561311556425 0.018707812237445005 0.0011589849196973823 1.8008554602408626e-05 -0.0033070820649819714 -0.0041506072909061565 -0.0018101740033833018 -0.00031631763902153598 0.00021140103263781607 -0.0052997163091988674 0.00050062351061433538 0.030143907386809589 0.00021414268194507697 0.011628118047045301 0.001733331095116834 -0.0060666103192052977 0.024306516420955843 -0.0027203868819125885 0.023995535698934242 -0.0021215371091595396 -0.00042568882554769517 0.015341932820156218 0.00025841058437329009 0.00080493472880135248 0.0050521618516947281 0.023453330397605898 0.009525177057456027 -0.0003836016855462514 0.013667608834803106 0.031871813070029023
leaf_weight=1164433 131 43 72 116554 63 1455 3556 11907 1752 23 147 34 1143 23 24 167 26 919 26 149 25 30 170 73 94 20 261 22293 25 24
leaf_count=1164433 131 43 72 116554 63 1455 3556 11907 1752 23 147 34 1143 23 24 167 26 919 26 149 25 30 170 73 94 20 261 22293 25 24
internal_value=7.57804e-06 -0.000107695 0.00772072 -0.000113283 -0.000456697 -0.000746941 -0.000804589 7.0187e-05 0.00124168 0.00274693 0.00823219 0.0154451 0.00176569 0.0101285 0.0151263 -0.00033494 0.00516795 -0.000639979 -0.00346949 0.00148566 0.0120243 0.0030161 0.00492125 0.00767465 0.0112567 0.00828044 0.0069434 -0.000460902 -0.000367862 0.0219653
internal_weight=1.32566e+06 161229 115 161114 44560 28724 28448 15836 3929 2010 305 128 1705 94 71 1919 276 26793 1655 200 51 177 562 213 140 114 392 23237 22318 47
internal_count=1325662 161229 115 161114 44560 28724 28448 15836 3929 2010 305 128 1705 94 71 1919 276 26793 1655 200 51 177 562 213 140 114 392 23237 22318 47
cat_boundaries=0 1
cat_threshold=176
is_linear=0
shrinkage=0.05


Tree=492
num_leaves=31
num_cat=0
split_feature=79 27 80 78 53 28 57 92 131 73 61 124 31 95 65 85 86 65 63 92 18 12 31 73 39 33 63 83 43 103
split_gain=0.96464 1.69836 3.7196 1.6561 2.62576 3.61527 3.20846 3.78773 2.79949 2.7955 2.26206 3.02044 2.75298 5.94976 3.33971 4.28783 5.38236 5.10931 2.78247 2.38812 2.59741 2.31851 2.30765 3.62293 4.23149 2.72435 2.45727 2.52646 3.37871 2.68821
threshold=43.82500076293946 358.50000000000006 314.86918640136724 16.795000076293949 4.1150000095367441 1029.4500122070315 202.7859802246094 0.98363164067268383 331.50000000000006 0.7549843192100526 0.20222718268632892 0.52247866988182079 1010.9500122070314 -0.67391574382781971 12.465000152587892 0.87366944551467907 0.87521320581436168 16.265000343322757 0.25144599378108984 -0.087049528956413255 6.9049999713897714 2.7150000333786015 1017.7500000000001 0.80722299218177807 11.949999809265138 10.84999990463257 0.57658222317695629 334.91609191894537 6.6499998569488534 0.68136918544769298
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 -3 -1 5 6 7 9 -9 -5 11 -8 13 -13 18 16 17 -16 19 -14 -21 -20 -12 -24 25 -25 27 28 29 -27
right_child=1 2 -4 4 -6 -7 10 8 -10 -11 22 12 14 -15 15 -17 -18 -19 21 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-8.5539663503616279e-06 -0.00039965175694428394 -0.004933067835652484 0.021563386837779374 0.00052689993766416978 -1.4877211019804286e-05 0.012469403862938166 -0.0014868320695871427 -0.0019344563166256588 -0.015631093722032873 -0.00090049505817743104 0.00037817140218615228 0.029940631312708701 0.00078977186463235593 0.003899411007141074 0.026460692922895154 0.0020118542619049547 0.037698090516708117 0.00072515414665556615 0.00071877364212211787 -0.003132173095060432 0.015907088181228136 -0.0095520147862243332 0.00058493108663050628 0.0028023562755249585 0.00036483538519275994 0.0061978721011235541 0.0021518398766517846 -0.00056982676624872924 0.023254641297313833 0.016588269599365543
leaf_weight=1154672 16587 26 27 11007 87311 62 349 2046 38 4983 38941 31 97 75 30 125 22 54 483 23 81 62 5830 1006 1074 249 183 59 46 83
leaf_count=1154672 16587 26 27 11007 87311 62 349 2046 38 4983 38941 31 97 75 30 125 22 54 483 23 81 62 5830 1006 1074 249 183 59 46 83
internal_value=7.19913e-06 -0.000371098 0.00856513 1.2008e-05 0.000165829 0.000401179 0.000390008 -0.000179233 -0.0021842 8.20776e-05 0.000600393 0.00255832 0.00386188 0.0115152 0.00303153 0.00828493 0.0156824 0.00991642 0.00140481 0.00643304 0.0116965 -0.000449646 0.000541331 0.00128618 0.00280036 0.00440907 0.00701609 0.00905307 0.0105551 0.00879547
internal_weight=1.32566e+06 16640 53 1.30902e+06 154350 67039 66977 18074 2084 15990 48903 1432 1083 106 977 231 106 84 746 201 104 545 47471 8530 2700 1626 620 437 378 332
internal_count=1325662 16640 53 1309022 154350 67039 66977 18074 2084 15990 48903 1432 1083 106 977 231 106 84 746 201 104 545 47471 8530 2700 1626 620 437 378 332
is_linear=0
shrinkage=0.05


Tree=493
num_leaves=31
num_cat=0
split_feature=18 26 87 73 107 103 21 119 55 35 38 88 129 119 61 64 92 89 105 57 18 121 37 115 121 52 98 64 61 112
split_gain=0.905038 2.43702 4.74212 3.97721 2.96964 2.96513 3.5844 2.6008 2.58915 2.56836 4.67142 2.27606 2.27433 2.06855 2.78197 2.19318 2.85901 2.02051 1.99298 2.99883 1.97087 2.48625 1.95213 1.92078 1.89731 2.47736 2.50401 2.25788 1.96816 2.42311
threshold=13.344999790191652 185.50000000000003 0.83569154143333446 0.39737273752689367 -0.72623935341835011 0.25493149459362036 6.6649999618530282 0.21643137186765674 0.74500000476837169 10.750000000000002 13.34999990463257 0.066388599574565901 321.50000000000006 -0.90255093574523915 0.32596212625503546 0.54500001668930065 0.99999997019767772 0.069476481527090087 -0.99939548969268788 196.13957977294925 14.039999961853029 0.76037701964378368 13.34999990463257 -0.30069434642791742 0.36648726463317877 1.7450000047683718 -0.97243684530258168 3.2949999570846562 0.36515004932880407 0.35019405186176306
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 7 6 12 8 -4 10 -5 -10 -3 -8 15 -15 -17 -7 19 -11 21 -20 -9 -6 25 26 -22 -26 29 -27
right_child=1 5 3 9 23 17 13 22 11 18 -12 -13 -14 14 -16 16 -18 -19 20 -21 24 -23 -24 -25 27 28 -28 -29 -30 -31
leaf_value=3.4634417989812847e-05 9.0300131277870437e-05 -0.00072271077087407128 -0.01230972692031752 -0.00061863308366547456 0.0029973503422025243 -4.3926699032082931e-06 0.00063509325354912721 0.0040778405747065941 0.003527114575601697 -0.015278937652344919 -0.018562303717351621 0.011885961730434907 -0.0038219527812049779 -0.0062616151477204868 -0.00015979125592887258 -0.0016848233995001339 0.010667500132694841 -0.0024676623431377359 -0.0012692491077637138 0.0016775441025533985 0.01811376920176877 0.010426360575365834 0.015123569814410681 -0.0056531860897447717 -0.0056909733446964036 0.0039232060651638659 0.0046449550755504471 0.0039216797037971854 0.0014047045900102801 0.018562666674455008
leaf_weight=912579 34393 29662 22 187 207 276583 7851 60 404 45 45 102 604 261 55006 1946 48 835 852 62 45 48 120 93 165 489 148 97 2673 30
leaf_count=912579 34393 29662 22 187 207 276583 7851 60 404 45 45 102 604 261 55006 1946 48 835 852 62 45 48 120 93 165 489 148 97 2673 30
internal_value=6.83918e-06 -5.45658e-05 0.000314866 0.00162527 0.00448483 -9.44892e-05 -0.000334981 0.00625142 0.00448202 0.00103533 -0.00409909 0.0052121 -0.00078456 -0.000126002 -0.000230355 -0.00195162 -0.00138748 -1.18069e-05 0.00129127 -0.00545369 0.00145 -0.000645483 0.0114417 0.000315684 0.00196712 0.00228439 0.00778535 -0.00213209 0.00195179 0.00476942
internal_weight=1.32566e+06 413083 40287 5894 1008 372796 95378 708 528 4886 232 506 30266 65112 57261 2255 1994 277418 4654 107 4547 900 180 300 3647 3385 193 262 3192 519
internal_count=1325662 413083 40287 5894 1008 372796 95378 708 528 4886 232 506 30266 65112 57261 2255 1994 277418 4654 107 4547 900 180 300 3647 3385 193 262 3192 519
is_linear=0
shrinkage=0.05


Tree=494
num_leaves=31
num_cat=0
split_feature=93 89 2 19 8 53 122 39 119 82 80 67 127 100 65 30 12 31 27 19 54 17 134 32 131 17 35 38 22 55
split_gain=0.893965 3.11748 4.18354 3.41937 4.04485 3.6842 3.64901 4.34351 4.3378 3.68047 4.13106 3.46737 4.88368 4.05583 3.73893 3.82457 5.51592 5.55495 5.32764 3.61066 3.55198 3.41417 3.35201 3.89872 3.3054 4.32727 3.96319 3.4657 3.59201 3.8454
threshold=-0.069747749716043458 -0.83124041557312001 333.50000000000006 10.405000209808351 15.949999809265138 5.3150000572204599 0.13052122294902804 17.250000000000004 -0.23343648016452787 285.31071472167974 286.70249938964849 6.0650000572204599 -0.21643137186765668 0.3065990954637528 3.9850000143051152 1017.2500000000001 1.1749999523162844 1020.9500122070314 258.50000000000006 17.029999732971195 2.0049999952316289 14.039999961853029 1015.3500061035157 14.84999990463257 301.50000000000006 9.5450000762939471 13.449999809265138 10.84999990463257 7.4249999523162851 6.2950000762939462
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 21 3 4 5 6 -3 8 -8 -9 -11 14 13 -13 19 -16 17 18 -17 22 -21 -1 -5 -24 27 -26 -27 -14 29 -29
right_child=-2 2 -4 11 -6 -7 7 9 -10 10 -12 12 24 -15 15 16 -18 -19 -20 20 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.00041977887257560779 -1.6753376560984817e-05 0.00028672730845168457 -0.00073339694886102522 -0.00025527630787942185 -0.0025477360528657162 0.0010205684906984707 0.0013906236401042024 0.00060739515555643226 -0.0012889248845409087 0.016959688593892176 0.0035113203042335273 -0.00079667712456479942 0.0017091799055668781 0.0015351729627176547 0.00034281276671295388 0.003055920889325625 0.0011189917599852515 -0.0040798788679715804 0.012705746115747072 0.0052767650659006904 0.00064508570536507678 -0.00036750943935383946 -0.005256367895491749 0.0018886284205737473 -0.0043030159805750694 0.0063691203587094916 -0.00021942145134323362 -0.0029896736310774091 -0.00066752931587549756 -0.00082002917320330023
leaf_weight=90476 1003790 76381 19277 45749 1294 13980 1755 1561 10836 72 276 3635 910 3829 8857 262 1825 107 315 448 5444 16243 683 265 255 455 458 5332 7582 3310
leaf_count=90476 1003790 76381 19277 45749 1294 13980 1755 1561 10836 72 276 3635 910 3829 8857 262 1825 107 315 448 5444 16243 683 265 255 455 458 5332 7582 3310
internal_value=6.49722e-06 7.90065e-05 -3.05851e-05 3.85817e-05 0.000230638 0.000264924 0.000148685 -0.000578474 -0.000915435 0.00164398 0.00629374 -0.000188654 -0.000678361 0.000399552 8.63819e-06 0.000830975 0.00255423 0.00638365 0.00832402 -0.000169093 0.000997257 0.000299951 -0.000316257 -0.00325909 -0.00111796 0.00145564 0.00306402 -0.0012934 -0.00146181 -0.00215867
internal_weight=1.32566e+06 321872 215153 195876 106155 104861 90881 14500 12591 1909 348 89721 25766 7464 63955 11366 2509 684 577 52589 5892 106719 46697 948 18302 1168 913 17134 16224 8642
internal_count=1325662 321872 215153 195876 106155 104861 90881 14500 12591 1909 348 89721 25766 7464 63955 11366 2509 684 577 52589 5892 106719 46697 948 18302 1168 913 17134 16224 8642
is_linear=0
shrinkage=0.05


Tree=495
num_leaves=31
num_cat=1
split_feature=72 102 64 125 93 60 12 3 136 65 63 61 35 72 75 28 95 59 37 93 24 53 100 91 61 23 74 20 83 87
split_gain=1.1302 2.03748 1.9354 2.19655 4.71325 1.70523 2.76269 2.31264 2.1899 2.32152 2.27542 1.94182 1.60409 2.85073 2.16747 1.71319 1.58208 1.81559 1.55253 1.55179 2.28421 1.894 2.39893 2.20843 2.30468 1.79811 1.77741 1.72948 1.72416 1.84267
threshold=0.87511956691741954 0.79784449934959423 5.5050001144409189 0.58068084716796886 0.44272771477699285 0.31982228159904486 3.4750000238418584 164.50000000000003 0 9.7349996566772479 0.29361619055271154 0.40680296719074255 12.949999809265138 0.89694276452064525 0.89506492018699657 1024.7500000000002 -0.89193105697631825 273.62963867187506 13.34999990463257 0.35225376486778265 298.50000000000006 49.18499946594239 0.74665030837059032 -0.57570236921310414 0.31959989666938787 7.7249999046325692 0.85877782106399547 8.0349998474121112 320.54164123535162 0.89148643612861644
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 5 3 -3 -5 6 7 -2 9 10 -9 -11 14 -14 18 19 -12 -18 -4 21 -21 22 25 24 -24 -15 -25 -27 29 -22
right_child=1 2 12 4 -6 -7 -8 8 -10 11 16 -13 13 15 -16 -17 17 -19 -20 20 28 -23 23 26 -26 27 -28 -29 -30 -31
leaf_value=1.0483167127811305e-05 0.0022986069704454058 -0.0027120910778952144 0.0012592843650242299 0.030742264195093114 0.0012284671707499413 -0.00020392448339456648 -0.0075422560400221599 0.018432151535847065 -0.003970421288852416 -0.0028688780072130913 -0.0080778897005634818 0.0035054715559523133 -0.00023114363724852143 -0.0038973694119244966 -0.0015342999428207334 0.017761254841461776 0.013864713207491348 -0.0026874477540453278 -0.0027991325251487276 -0.004873240867478622 0.0038645358343472056 0.01954939050356979 0.025815288398215282 0.013220051186228241 0.009034748160353814 0.018940630881115795 -0.0023533625721348359 0.0018514882144109721 0.0010871262281830615 0.014090212762944008
leaf_weight=1235242 397 30 2343 24 31 81264 182 29 712 490 26 158 1112 99 1501 20 37 30 262 111 194 23 28 27 76 20 57 57 488 57
leaf_count=1235242 397 30 2343 24 31 81264 182 29 712 490 26 158 1112 99 1501 20 37 30 262 111 194 23 28 27 76 20 57 57 488 57
internal_value=-1.97304e-06 -0.000173152 0.000675265 0.00817099 0.0141072 -0.000239946 -0.00166026 -0.00109053 -0.00199842 -0.000121804 0.00620392 -0.00131464 0.000576865 0.00161294 -2.09093e-05 0.0032443 0.00239082 0.0064533 0.000851106 0.00300959 0.00181465 0.00563414 0.00475488 0.00868228 0.0135526 0.000559704 0.00265238 0.00629023 0.00281919 0.0061867
internal_weight=1.32513e+06 89885 6560 85 55 83325 2061 1879 1482 770 122 648 6475 2369 4106 1257 93 67 2605 1237 850 387 364 188 104 176 84 77 739 251
internal_count=1325127 89885 6560 85 55 83325 2061 1879 1482 770 122 648 6475 2369 4106 1257 93 67 2605 1237 850 387 364 188 104 176 84 77 739 251
cat_boundaries=0 1
cat_threshold=4932
is_linear=0
shrinkage=0.05


Tree=496
num_leaves=31
num_cat=1
split_feature=72 102 64 125 93 90 43 74 95 31 67 60 12 130 65 7 104 7 4 70 56 60 72 64 33 136 52 5 35 0
split_gain=1.02026 1.83893 1.7467 1.98239 4.25371 1.81244 2.44219 2.0903 2.15657 1.88334 1.96229 1.54112 2.49247 2.10917 1.69911 2.35616 1.72732 1.58153 2.32476 1.73849 2.0489 1.44643 3.15232 2.85043 3.43487 3.59726 3.4078 4.67092 4.22868 4.31589
threshold=0.87511956691741954 0.79784449934959423 5.5050001144409189 0.58068084716796886 0.44272771477699285 1.0000000180025095e-35 10.949999809265138 0.86270523071289074 0.68387824296951305 1013.1499938964845 20.035000801086429 0.31982228159904486 3.4750000238418584 321.50000000000006 1.5249999761581423 3.3500000238418584 -0.96989145874977101 2.9500000476837163 4.6499998569488534 317.65992736816412 160.31931304931643 0.56686410307884227 0.68873608112335216 4.1250000000000009 11.050000190734865 0 1.7050000429153445 7.8500001430511483 15.750000000000002 338.50000000000006
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=21 11 3 -3 -5 -4 7 8 -7 10 -9 12 13 14 15 -2 -16 18 19 20 -18 22 23 -1 -25 26 27 -26 -29 -30
right_child=1 2 5 4 -6 6 -8 9 -10 -11 -12 -13 -14 -15 16 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-3.6672420766329784e-06 0.018924673085954663 -0.002576486532731603 0.00075980117405068993 0.029205151073013743 0.0011670435508412699 -0.0046074950449670167 0.010477816059574253 0.012284107472408903 0.010342127652062725 -0.009642908667510712 -0.0046003690926664613 -0.0001937282570076574 -0.0071651432283573197 0.0081866039692734677 -0.006927466542880097 4.1518186412329947e-05 0.010863232052025315 -0.0018798788580545484 0.012453578445228174 0.0095304961578221992 -0.0043873640402630884 0.000128534985986183 -0.0002291159431053644 -0.00054829395235855307 0.0043579535734226803 0.00032376799205180228 0.00068722356045292999 -0.00022542135904677553 0.0017991105990054516 0.032693683467805386
leaf_weight=813596 24 30 6085 24 31 52 32 22 45 160 79 81264 182 60 143 53 26 1342 47 40 144 212864 146838 9113 1856 44481 5286 1162 26 20
leaf_count=813596 24 30 6085 24 31 52 32 22 45 160 79 81264 182 60 143 53 26 1342 47 40 144 212864 146838 9113 1856 44481 5286 1162 26 20
internal_value=-1.87589e-06 -0.000164517 0.000641501 0.00776244 0.0134019 0.000548022 -0.00275628 -0.00393921 0.0023279 -0.00626837 -0.000922562 -0.000227973 -0.00157821 -0.00103706 -0.0013413 0.00592718 -0.00166259 -0.00119174 0.00240156 0.000151826 -0.00205492 9.95901e-06 -1.47291e-05 2.1226e-05 0.000348184 0.00050282 0.00145451 0.00278299 0.000363171 0.0152315
internal_weight=1.32513e+06 89885 6560 85 55 6475 390 358 97 261 101 83325 2061 1879 1819 77 1742 1599 257 210 170 1.23524e+06 1.02238e+06 875540 61944 52831 8350 3064 1208 46
internal_count=1325127 89885 6560 85 55 6475 390 358 97 261 101 83325 2061 1879 1819 77 1742 1599 257 210 170 1235242 1022378 875540 61944 52831 8350 3064 1208 46
cat_boundaries=0 1
cat_threshold=2192
is_linear=0
shrinkage=0.05


Tree=497
num_leaves=31
num_cat=3
split_feature=93 89 67 136 29 2 98 73 116 20 79 117 68 72 103 4 104 78 28 54 136 43 136 32 124 34 85 11 105 113
split_gain=0.994644 2.76176 3.40086 3.72841 3.81111 3.51328 3.43842 3.45651 3.43326 3.29488 3.2579 3.17967 3.32532 3.30905 4.05851 3.15048 6.40788 4.10821 4.54995 4.51882 3.76217 4.13729 3.61059 3.414 3.40993 3.39159 3.30821 3.23443 3.20862 3.10418
threshold=-0.088926088064908967 -0.7940634787082671 0.7150000035762788 0 1013.5499877929689 333.50000000000006 -0.87478056550025929 0.29848954081535345 0.88697704672813427 5.0950000286102304 0.54500001668930065 -0.9366365075111388 234.25659179687503 0.52586430311203014 -0.51509359478950489 7.5499999523162851 -0.85465559363365162 10.204999923706056 1011.1499938964845 10.684999942779543 1 9.3499999046325701 2 17.750000000000004 0.90255093574523937 8.3499999046325701 0.67787751555442821 3.9500000476837163 -0.60528117418289173 -0.92384436726570118
decision_type=2 2 2 1 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 -1 3 9 8 10 -6 -8 29 11 -4 -3 -13 -14 -15 17 -17 18 19 25 21 24 -19 -18 -20 -12 -21 -27 -25 -5
right_child=-2 2 5 4 6 -7 7 -9 -10 -11 15 12 13 14 -16 16 23 22 20 26 -22 -23 -24 28 -26 27 -28 -29 -30 -31
leaf_value=0.00027459367190757743 -2.6032416311956229e-05 0.016797432285578302 -0.0037605696269726353 0.0047376517815693187 0.0014964157864376581 -0.00079623718275800511 -0.0039290190297771449 3.7545077849879179e-05 -0.0076438350948592419 -0.0027647115876706235 -0.015458293009276798 -0.0047676835451927399 0.0037784869149072343 0.017985995310785562 -0.0032079601916242006 -0.0020789452491731387 -5.7725890126878924e-05 -0.00228750869779426 0.0008466801791008632 -0.0048925075458241775 -0.00022400034152337211 -0.00043206318410614905 0.00067961670406977543 -0.0052622837495057192 -0.0015110645830767075 -0.0017978402850194241 0.0037466389701681932 -0.00027027928144746142 0.0021279039966151576 0.0016175249074129022
leaf_weight=112385 1008934 30 583 1032 4206 16370 613 5279 88 1395 41 257 653 24 384 5143 26384 1051 28730 129 49240 10465 31147 586 1620 7139 786 6734 196 3503
leaf_count=112385 1008934 30 583 1032 4206 16370 613 5279 88 1395 41 257 653 24 384 5143 26384 1051 28730 129 49240 10465 31147 586 1620 7139 786 6734 196 3503
internal_value=-1.78197e-06 7.55983e-05 -3.41329e-05 0.000633042 0.000948098 -9.66599e-05 0.000404401 -0.000375134 0.00213774 -0.00105739 -2.92844e-05 0.000701623 0.000335254 0.00157131 -0.00196126 -1.64423e-05 -0.000460605 8.82428e-05 -6.34155e-05 -0.000874968 7.02197e-05 0.000425123 0.000582265 -0.000154225 0.00072083 -0.00109879 0.00252866 -0.00105636 -0.00341001 0.00232755
internal_weight=1.32513e+06 316193 203808 17464 14721 186344 10098 5892 4623 2743 169974 1348 1318 1061 408 169391 32309 137082 104884 14829 90055 40815 32198 27166 30350 13914 915 13873 782 4535
internal_count=1325127 316193 203808 17464 14721 186344 10098 5892 4623 2743 169974 1348 1318 1061 408 169391 32309 137082 104884 14829 90055 40815 32198 27166 30350 13914 915 13873 782 4535
cat_boundaries=0 1 2 3
cat_threshold=6160 6246 16
is_linear=0
shrinkage=0.05


Tree=498
num_leaves=31
num_cat=3
split_feature=132 53 93 89 67 31 136 136 29 79 77 98 116 73 4 104 78 106 28 31 54 136 36 127 35 8 54 22 12 105
split_gain=0.917939 1.37603 0.892458 2.59146 3.09483 3.40353 3.64427 3.37632 3.48472 3.35527 3.41079 3.11046 3.106 3.09837 3.04883 6.76437 4.1032 4.10843 3.97173 4.00123 4.90488 3.79415 4.24829 4.24818 5.19214 4.48381 4.40691 4.20547 3.77529 3.76327
threshold=1022.4500122070314 1.5249999761581423 -0.088926088064908967 -0.7940634787082671 0.7150000035762788 1019.5499877929689 0 1 1013.5499877929689 5.3849999904632577 0.6850000023841859 -0.8813362419605254 0.88697704672813427 0.29848954081535345 7.9500000476837167 -0.94790446758270253 10.204999923706056 0.079420104622840895 1010.7500000000001 1011.5499877929689 11.465000152587892 2 14.050000190734865 0.095842104405164733 15.84999990463257 4.6499998569488534 1.4950000047683718 6.2249999046325692 2.4850000143051152 -0.79534244537353505
decision_type=2 2 2 2 2 2 1 1 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 3 -1 7 14 9 -5 12 10 -7 -10 -9 -13 16 -16 17 18 19 20 -6 23 29 24 25 26 -20 -24 -18 -23
right_child=1 -3 -4 4 5 6 -8 8 11 -11 -12 13 -14 -15 15 -17 28 -19 21 -21 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00026687225102167038 -0.0060497207503067332 -0.00060803543091879223 -2.2505689095329994e-05 -0.00100451725220512 -0.00083856378123049367 -0.0052816343081154883 -0.0022902270994642451 0.0022226623076257307 0.0014521383034661103 -0.0012275056068200313 0.0010363482794817397 -0.0036787803925903608 -0.0072616433589825077 4.762359748606544e-05 -0.0048886222044589433 -0.00037265026963656002 0.00067462269317500984 0.0044652540079989454 0.0051752600423647958 -0.0032622430270752693 0.0038271804592057024 -0.0012005736169851244 -0.0005774151545800191 -7.5870170875418541e-05 -0.0020898503056516996 0.00021298444613153711 0.0018495807151136139 0.00037944977670975952 -0.0010301548975059098 0.00017316379112246956
leaf_weight=112143 120 3642 1005466 2743 11240 226 3370 4532 4070 5102 3899 622 88 5406 855 27491 33689 491 1372 1609 593 14830 16664 9633 922 2636 3636 36933 3594 7510
leaf_count=112143 120 3642 1005466 2743 11240 226 3370 4532 4070 5102 3899 622 88 5406 855 27491 33689 491 1372 1609 593 14830 16664 9633 922 2636 3636 36933 3594 7510
internal_value=-1.69356e-06 -0.000781614 5.26913e-07 7.38367e-05 -3.24059e-05 -9.20637e-05 -0.000885658 0.000604095 0.000903961 -0.00036978 0.000690199 0.00038418 0.00204201 -0.000336886 -3.45103e-05 -0.000508865 5.79966e-05 -9.80398e-05 -0.000118867 -0.000922845 -0.000604744 -4.06448e-06 -0.000159478 0.000644146 0.0014546 0.00188212 0.00276069 8.19481e-05 0.000510286 -0.000738767
internal_weight=1.32513e+06 3762 1.32136e+06 315899 203756 186295 12597 17461 14718 9227 4125 10098 4620 6028 173698 28346 145352 108069 107578 13442 11833 94136 75937 18199 8566 7644 5008 53597 37283 22340
internal_count=1325127 3762 1321365 315899 203756 186295 12597 17461 14718 9227 4125 10098 4620 6028 173698 28346 145352 108069 107578 13442 11833 94136 75937 18199 8566 7644 5008 53597 37283 22340
cat_boundaries=0 1 2 3
cat_threshold=754 6160 6212
is_linear=0
shrinkage=0.05


Tree=499
num_leaves=31
num_cat=1
split_feature=72 102 14 125 90 43 74 94 59 53 60 12 136 76 14 36 85 53 55 22 31 65 126 69 5 33 31 56 124 116
split_gain=0.930627 1.67044 1.63566 3.52154 1.46855 2.13503 2.03455 1.91098 1.764 1.63144 1.39579 2.24503 1.95407 1.86399 1.96133 1.87918 1.65876 1.72092 2.06039 1.52019 1.37723 2.49062 2.1773 2.0644 1.93321 1.6989 1.46344 1.30092 2.47 2.27914
threshold=0.87511956691741954 0.79784449934959423 1.2549999952316286 0.58068084716796886 1.0000000180025095e-35 10.949999809265138 0.86270523071289074 -0.9309701919555663 312.63209533691412 0.22500000149011615 0.31982228159904486 3.4750000238418584 0 42.174999237060554 0.76499998569488536 10.750000000000002 0.76223492622375499 5.8250000476837167 6.7750000953674325 8.0050001144409197 1014.9500122070314 10.434999942779543 0.36648726463317877 303.28767395019537 11.550000190734865 14.250000000000002 1008.9500122070314 305.36447143554693 -0.35019405186176294 -0.99687939882278431
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=27 10 3 -3 -4 6 8 -8 -6 -9 11 12 16 14 -14 -15 -2 18 19 20 22 -22 23 -18 -23 -25 -24 -1 29 -29
right_child=1 2 4 -5 5 -7 7 9 -10 -11 -12 -13 13 15 -16 -17 17 -19 -20 -21 21 24 26 25 -26 -27 -28 28 -30 -31
leaf_value=-1.8635920643999449e-06 0.011789131898320083 -0.0013096687394863694 0.00073057677078036763 0.024676761940248648 -0.0013584032754103345 0.0099708805515547286 0.0038239794794123535 0.0023699933375396273 0.013755014965471886 -0.0095416249857554515 -0.00018483179639616971 -0.0068047814760075695 0.012503853952512146 0.013827609031817274 -0.0033178749421403108 -0.0040291970040505897 -0.0080508708488196135 0.011539550809979891 -0.01254201511037536 0.013068937785599545 0.015876355358032567 -0.00087982237356778049 -0.014352636490948499 0.0035849513701286238 0.013047157934513585 0.019151534848615051 -0.002770385184441693 0.013182764895388794 0.00033774745567396222 -0.00087298177128815118
leaf_weight=1175610 33 32 6110 22 75 32 43 34 26 186 81264 182 20 34 950 26 32 33 32 23 33 177 30 106 29 21 300 29 54359 5244
leaf_count=1175610 33 32 6110 22 75 32 43 34 26 186 81264 182 20 34 950 26 32 33 32 23 33 177 30 106 29 21 300 29 54359 5244
internal_value=-1.61013e-06 -0.000156942 0.000611264 0.0092774 0.000539335 -0.0024114 -0.00349995 -0.00581647 0.00253218 -0.00770074 -0.000217422 -0.00150242 -0.000988831 -0.00243897 -0.00299165 0.00608966 0.000789885 0.000354742 -0.000116648 0.000412795 1.29441e-05 0.00312368 -0.00150743 0.00329911 0.00108077 0.00615895 -0.00382332 9.69295e-06 0.000237523 -0.000795679
internal_weight=1.32513e+06 89885 6560 54 6506 396 364 263 101 220 83325 2061 1879 1030 970 60 849 816 783 751 728 239 489 159 206 127 330 1.23524e+06 59632 5273
internal_count=1325127 89885 6560 54 6506 396 364 263 101 220 83325 2061 1879 1030 970 60 849 816 783 751 728 239 489 159 206 127 330 1235242 59632 5273
cat_boundaries=0 1
cat_threshold=4928
is_linear=0
shrinkage=0.05


Tree=500
num_leaves=31
num_cat=0
split_feature=81 11 34 16 15 59 95 33 76 61 83 15 96 72 26 92 94 38 80 1 61 84 60 98 35 4 29 72 21 27
split_gain=1.19455 1.90702 1.7177 1.65886 1.54182 2.06333 1.98032 1.50872 3.04032 3.09886 3.56932 3.00888 2.45989 2.36344 2.35186 2.34001 2.17224 3.0439 1.84191 2.07297 1.78571 1.76708 2.14992 2.51204 1.62541 1.89337 1.69388 2.32706 2.16593 1.8931
threshold=345.99299621582037 20.849999427795414 9.1500000953674334 11.120000362396242 0.70499998331069957 231.51350402832034 -0.63181710243225087 12.949999809265138 26.765000343322757 0.4485179483890534 346.32397460937506 1.4450000524520876 -0.50550180673599232 0.86361658573150646 348.50000000000006 0.40427999198436743 -0.2367921099066734 11.949999809265138 351.76876831054693 336.50000000000006 0.34094557166099554 0.84203538298606884 0.2259640917181969 -0.66862493753433216 11.750000000000002 1.5500000119209292 1012.3500061035157 0.35229548811912542 5.1949999332427987 338.50000000000006
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 -2 5 -4 -6 11 -9 12 -11 16 -10 14 -14 -16 17 20 -18 -20 -8 22 23 -13 -23 -26 29 -28 -29 -27
right_child=1 -3 4 -5 6 -7 7 8 9 10 -12 21 13 -15 15 -17 18 -19 19 -21 -22 24 -24 -25 25 26 27 28 -30 -31
leaf_value=4.9882496510917385e-06 -0.0073082710703149673 0.010144530234392733 0.016626189642896257 -0.00054512112671189421 -0.0033393672163184104 -0.0024261779807232048 0.030798231601796074 -0.0037499455630466785 -0.0084161993199854748 0.014608769095208071 -0.0012776891169778539 0.024196042476052587 -0.00040620231831615624 -0.0050118965948832798 0.026336129624396565 0.0060410646075496873 -0.00090313936789663369 0.0018743825684252539 0.019246135998902653 0.00017281858350283333 0.010370011292397978 -0.0020613430326819784 0.0010355863099717377 0.0040408833869150845 0.014854343531086393 0.003030200330230097 0.018361895983107387 -0.01338596520572901 0.0016136206783599748 -0.006709747085947038
leaf_weight=1320655 193 40 30 171 610 27 23 760 89 79 64 22 88 94 20 49 130 38 29 28 20 1266 646 52 23 75 20 25 645 149
leaf_count=1320655 193 40 30 171 610 27 23 760 89 79 64 22 88 94 20 49 130 38 29 28 20 1266 646 52 23 75 20 25 645 149
internal_value=1.92446e-06 -0.000733082 -0.000812698 -0.00413108 -0.000575904 0.00760138 -0.000668312 -0.000300846 -0.00177861 0.00132329 0.00749875 0.000274791 -0.00127403 0.00125845 0.00501267 0.0119237 0.00534535 0.012185 0.00238272 0.00987679 0.0212967 -0.000190112 0.00196032 0.010033 -0.000892929 0.000685738 0.000329198 0.00155561 0.00105393 -0.0034486
internal_weight=1.32616e+06 5505 5465 364 5101 57 5044 4434 1243 483 143 3191 340 251 157 69 268 81 187 57 43 2923 720 74 2203 937 914 690 670 224
internal_count=1326160 5505 5465 364 5101 57 5044 4434 1243 483 143 3191 340 251 157 69 268 81 187 57 43 2923 720 74 2203 937 914 690 670 224
is_linear=0
shrinkage=0.05


Tree=501
num_leaves=31
num_cat=0
split_feature=81 32 11 37 9 100 115 13 127 10 24 39 8 39 10 39 79 61 115 71 37 89 10 97 60 54 25 15 7 32
split_gain=1.07809 1.84346 1.64515 1.44043 2.2569 2.23626 1.93152 1.8846 2.14676 3.90332 1.59433 2.6706 2.51801 2.06842 1.92135 1.83774 2.46092 2.78163 2.70221 2.71666 2.14984 2.06907 1.82171 1.88303 1.81896 1.7427 2.23284 1.85339 1.64884 2.26302
threshold=345.99299621582037 9.0500001907348651 20.849999427795414 12.750000000000002 12.34999990463257 0.88810783624649059 -0.19936034083366391 1.1050000190734866 0.96811076998710643 6.0499999523162851 349.50000000000006 10.550000190734865 15.449999809265138 11.949999809265138 15.34999990463257 12.150000095367433 27.214999198913578 0.19005814194679263 -0.39873388409614557 329.02421569824224 10.949999809265138 -0.52541181445121754 4.5499999523162851 -0.88260331749916066 0.36909365653991705 0.65500000119209301 347.50000000000006 1.8149999976158144 9.9499998092651385 12.150000095367433
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 7 -5 -6 -7 8 -3 -10 12 -12 15 25 -15 20 17 -17 19 -18 28 -20 24 -24 -13 26 -14 -27 29 -9
right_child=1 2 -4 4 5 6 -8 10 9 -11 11 22 13 14 -16 16 18 -19 21 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=4.7388371124968486e-06 -0.0042908658415909667 -0.0024871572488633802 0.0096373035863507543 -0.0029190450356243697 -0.0025920982060488318 0.013421822515212829 -0.00023075128079984677 0.002944071588745521 0.024057712439786307 0.0019020900409668685 -0.0061220626402202815 0.00027683101080614949 0.0061683828773146333 0.0072015495565922365 -0.011623922653906806 0.013469586444070479 0.0073836062289774421 -0.00067123278317811168 0.012561818704970421 0.030515825358981438 -0.0031602318900122543 -0.0040099754677309345 -0.011767203434824181 -0.00052102909250169988 0.019105544421092972 0.018058552508327094 0.026462559790714931 0.0025976732544021747 -0.0021504472365568689 -0.0083573539280526656
leaf_weight=1320655 335 49 40 1072 100 63 44 574 33 50 273 29 33 23 33 38 30 410 31 22 673 48 39 816 23 22 23 163 368 48
leaf_count=1320655 335 49 40 1072 100 63 44 574 33 50 273 29 33 23 33 38 30 410 31 22 673 48 39 816 23 22 23 163 368 48
internal_value=1.82824e-06 -0.000696428 -0.000463519 -0.000542278 -0.00199609 0.00278363 0.00780768 -5.94347e-05 0.00581165 0.010711 -0.00026782 -0.0017864 0.000437939 0.00476414 -0.00389203 -0.000135158 0.0022909 0.000528212 0.00831904 0.0171703 -0.00097983 0.00249288 -0.000481395 -0.00103401 0.00860492 0.00677554 0.0145035 0.00443626 0.000502404 0.00207194
internal_weight=1.32616e+06 5505 5170 5130 1279 207 107 3851 132 83 3719 1180 2539 297 56 2242 579 448 131 52 1663 79 907 855 52 241 56 185 990 622
internal_count=1326160 5505 5170 5130 1279 207 107 3851 132 83 3719 1180 2539 297 56 2242 579 448 131 52 1663 79 907 855 52 241 56 185 990 622
is_linear=0
shrinkage=0.05


Tree=502
num_leaves=31
num_cat=0
split_feature=81 32 11 23 32 59 76 89 124 120 124 31 84 76 54 120 32 22 7 76 108 22 86 73 113 58 11 107 62 52
split_gain=0.972972 1.66372 1.48475 1.41975 1.5252 1.81113 2.03013 2.45517 2.43671 2.77957 2.31144 1.99165 1.72949 1.82038 1.51118 1.49586 1.62347 2.34369 2.28891 3.3388 2.48968 2.00772 2.12424 1.74793 1.5398 1.40244 3.08394 2.14787 2.07568 1.84768
threshold=345.99299621582037 9.0500001907348651 20.849999427795414 4.3350000381469735 12.449999809265138 284.19932556152349 32.125000000000007 -0.2342359125614166 0.99140709638595592 -0.28400452435016627 0.9996192753314973 1009.8500061035157 0.84203538298606884 5.8849999904632577 1.1349999904632571 0.14780378341674807 11.449999809265138 7.0250000953674325 13.050000190734865 23.605000495910648 0.96911594271659862 7.1849999427795419 0.81184020638465892 0.75149524211883556 -0.28400452435016627 283.42785644531256 11.84999990463257 -0.22301888465881345 0.36326834559440618 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 -3 12 25 11 8 9 14 -10 -7 15 -14 -8 16 17 18 19 20 -5 -18 -23 -22 -21 26 27 29 -28 -6
right_child=1 2 -4 4 5 6 7 -9 10 -11 -12 -13 13 -15 -16 -17 21 -19 -20 24 23 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=4.5018949973685953e-06 -0.0040763225386513452 0.01137107879202813 0.0091554386162897572 0.00025842659400592818 0.0050290161395793436 0.0095989143276758691 0.019755810662172735 -0.0020903752490200782 0.021353196356859474 -0.0062812522377656867 0.0012637587530272348 -0.0021823288339854262 0.010575018748770365 -0.00075706078373004467 0.0011463638162240387 -0.0010633977491627722 -0.0020949365851365013 -0.00036165200464893132 -0.0012274613524575464 0.033365567880017419 0.0076276280917227275 -0.0018168478201712587 0.017226412083255128 0.024364343421676985 0.014218291702369849 -0.0057957340755300339 0.0015648774510945184 -0.0077100804492960034 0.016727775473508143 -0.0030509781163425989
leaf_weight=1320655 335 25 40 61 91 38 24 110 45 46 21 641 36 2275 20 255 183 100 44 21 39 27 32 26 21 329 83 188 31 318
leaf_count=1320655 335 25 40 61 91 38 24 110 45 46 21 641 36 2275 20 255 183 100 44 21 39 27 32 26 21 329 83 188 31 318
internal_value=1.73682e-06 -0.000661606 -0.000440343 -0.000515164 -0.000573373 -0.00165688 -7.24798e-05 0.00363015 0.00766386 0.00231255 0.0149611 -0.001523 0.000115974 -0.000580533 0.011297 0.00210563 0.00356429 0.00594808 0.00892437 0.0115832 0.00751361 0.000490979 0.0085117 0.0143223 0.0237919 -0.00309655 -0.00184757 -0.00328654 0.00568812 -0.00125323
internal_weight=1.32616e+06 5505 5170 5130 5105 1985 945 266 156 90 66 679 3120 2311 44 809 554 312 212 168 126 242 59 65 42 1040 711 597 114 409
internal_count=1326160 5505 5170 5130 5105 1985 945 266 156 90 66 679 3120 2311 44 809 554 312 212 168 126 242 59 65 42 1040 711 597 114 409
is_linear=0
shrinkage=0.05


Tree=503
num_leaves=31
num_cat=0
split_feature=81 32 29 4 5 54 84 71 65 32 23 32 71 63 96 62 84 70 29 88 124 23 52 60 29 100 57 66 120 26
split_gain=0.878108 1.50151 1.47171 3.11734 2.50982 3.25827 3.0463 2.60353 2.35418 2.36128 3.4261 2.2758 2.16937 2.10044 2.54995 2.32846 2.57789 2.03457 2.3238 1.96719 2.17898 2.97669 1.672 2.30738 2.50423 2.2913 1.96289 2.18454 1.95332 1.7287
threshold=345.99299621582037 9.0500001907348651 1012.3500061035157 1.5500000119209292 12.250000000000002 0.69499999284744274 0.84332072734832775 333.68099975585943 12.125000000000002 13.949999809265138 6.5050001144409189 10.949999809265138 321.49378967285162 0.34874673187732702 -0.60243442654609669 0.35518421232700353 0.88730552792549144 322.97274780273443 1014.1499938964845 -0.67659214138984669 0.99535831809043895 6.7449998855590829 0.2650000005960465 0.34667152166366583 1012.7500000000001 -0.62829348444938649 198.4123458862305 20.404999732971195 0.04361772537231446 340.50000000000006
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 -3 22 13 11 17 -5 19 -11 12 -7 14 -6 16 -16 18 -8 20 -10 -22 26 24 -24 -26 28 -28 -4 -30
right_child=1 2 4 8 5 6 7 -9 9 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=4.2768002956963443e-06 -0.0038725063514047815 0.010168833727452984 -0.0035960841993910608 -0.0062236783794908076 0.024222578639455608 0.029610525812022389 0.013995585932085912 0.0061913264013434719 -0.0013326415082365432 0.022560980506241321 -0.0044933994088999256 0.0018931418357949173 0.0063223006483167409 -0.00045162132920940288 -0.0030780044306690495 0.023018498932942749 0.016470367318162552 -0.0074263674640525626 -0.0020159447592920923 -0.0048767488751209238 0.025983472261577847 0.00032597667752550202 0.011166403118210535 -0.00010300960099633835 0.010580239059137447 -0.0039408231165572556 0.0037144042073601956 0.020512467675975393 -0.0086824346156347369 0.007097771492670291
leaf_weight=1320655 335 47 213 340 32 20 27 95 119 25 22 49 20 46 48 20 26 152 141 236 20 26 30 2087 28 912 247 21 21 100
leaf_count=1320655 335 47 213 340 32 20 27 95 119 25 22 49 20 46 48 20 26 152 141 236 20 26 30 2087 28 912 247 21 21 100
internal_value=1.64998e-06 -0.000628526 -0.000418326 -0.00234048 -4.8085e-05 0.00275092 0.000723058 -0.00107711 -0.00308659 -0.000705765 0.00989723 0.00911708 0.0179664 0.00869304 0.0120316 0.00788144 0.00379034 -0.00323492 0.000557337 -0.00194851 0.00223976 0.0114814 -0.000565202 -0.00103951 -0.00305442 -0.00350828 0.00184336 0.00503067 -0.000714131 0.00435906
internal_weight=1.32616e+06 5505 5170 835 4335 676 504 415 788 448 47 89 40 172 126 94 74 320 168 401 165 46 3659 3057 970 940 602 268 334 121
internal_count=1326160 5505 5170 835 4335 676 504 415 788 448 47 89 40 172 126 94 74 320 168 401 165 46 3659 3057 970 940 602 268 334 121
is_linear=0
shrinkage=0.05


Tree=504
num_leaves=31
num_cat=1
split_feature=72 60 0 136 79 38 33 65 40 64 52 35 5 78 38 15 14 78 16 27 77 52 123 62 58 65 29 99 1 95
split_gain=0.88279 3.50733 3.74879 3.87754 4.13245 4.11009 5.34415 4.25121 3.73376 3.44219 4.91613 4.59123 3.60228 4.51046 4.94591 4.63233 3.71098 4.1248 3.46477 4.347 3.79575 3.43237 4.07282 4.15714 3.94507 3.49712 3.41117 3.3478 3.34099 3.67132
threshold=0.68873608112335216 0.40924187004566198 275.50000000000006 0 21.755000114440922 12.550000190734865 12.550000190734865 13.00500011444092 12.550000190734865 3.9250000715255742 1.7050000429153445 19.650000572204593 7.7500000000000009 22.445000648498539 9.7500000000000018 2.8750000000000004 2.1650000810623173 27.125000000000004 10.405000209808351 322.50000000000006 6.305000066757203 0.92500001192092907 -0.44618082046508784 0.19054993242025378 254.94867706298831 95.634998321533217 1029.350036621094 -0.59519872069358815 136.50000000000003 0.30095681548118597
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=9 2 -2 21 8 6 -6 -7 -5 -1 11 12 13 18 15 -15 17 -16 -11 28 -21 -4 23 24 -23 -25 -14 -8 29 -20
right_child=1 -3 3 4 5 7 27 -9 -10 10 -12 -13 26 14 16 -17 -18 -19 19 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-1.6918799526908381e-06 -0.00078841413547238958 1.1190261080755696e-05 0.0018422138220121039 -0.00086414090079728703 0.0006898567290083014 0.0007505275863427959 0.0063745518010062969 -0.0021495816319601815 0.0054738308620351827 0.0010372172625530696 0.00017889530737555216 -0.0087064141411693739 0.00026735484879498105 0.030532154356105592 0.0078984273928462672 0.0038761096058546433 0.0021501867006807284 0.032933050003789724 0.009161477762358523 0.0015446455821999023 0.0220404773653517 0.0043274052174201048 -0.0011004167486483524 0.00062063240729063197 0.020870088051694137 0.020595815824344756 0.019567603338509799 -0.0036063426764788653 0.0015718269624408602 -0.000215761699922839
leaf_weight=834220 30991 331811 4077 20790 5738 2551 673 2504 235 4512 70905 114 4958 39 76 28 319 21 360 37 58 181 4038 5439 45 22 23 96 1152 147
leaf_count=834220 30991 331811 4077 20790 5738 2551 673 2504 235 4512 70905 114 4958 39 76 28 319 21 360 37 58 181 4038 5439 45 22 23 96 1152 147
internal_value=1.56748e-06 -5.95007e-05 -0.000362629 -7.81752e-05 -0.000375643 0.000383524 0.00121442 -0.000686045 -0.0007933 2.88187e-05 0.000336406 0.00127936 0.00137641 0.00212915 0.00678482 0.0193923 0.00475429 0.0133183 0.00177028 0.00365602 0.0140579 0.000623977 0.000113898 0.000976111 0.0076213 0.000701104 0.000356475 0.00512856 0.00306037 0.00644263
internal_weight=1.32616e+06 409191 77380 46389 32587 11562 6507 5055 21025 916969 82749 11844 11730 6749 483 67 416 97 6266 1754 95 13802 9725 5687 226 5461 4981 769 1659 507
internal_count=1326160 409191 77380 46389 32587 11562 6507 5055 21025 916969 82749 11844 11730 6749 483 67 416 97 6266 1754 95 13802 9725 5687 226 5461 4981 769 1659 507
cat_boundaries=0 1
cat_threshold=178
is_linear=0
shrinkage=0.05


Tree=505
num_leaves=31
num_cat=0
split_feature=122 80 88 7 92 20 92 27 86 9 64 124 116 21 102 60 55 92 30 74 61 97 96 85 54 92 59 68 104 88
split_gain=0.860299 2.13252 2.65582 2.41209 1.79345 1.7459 1.68416 2.05485 1.45729 1.50532 1.44058 2.13023 1.63615 2.83956 1.91501 1.61441 1.55896 1.49317 1.77093 2.07093 1.84089 1.4368 1.42467 1.31995 2.11985 1.47012 1.31906 1.27802 1.65794 2.14602
threshold=0.97233289480209362 241.79035949707034 -0.6581585407257079 3.0499999523162846 -0.99971395730972279 4.4949998855590829 -0.95116284489631642 171.50000000000003 0.84677353501319896 5.2500000000000009 5.9449999332427987 0.94260558485984813 -0.8338540494441985 7.9449999332427987 -0.90518909692764271 0.33674767613410955 0.31499999761581426 -0.90064695477485646 1015.5499877929689 0.45250827074050909 0.3216704279184342 0.27462409436702734 -0.97508743405342091 0.85512483119964611 0.72500002384185802 -0.9956945776939391 289.20687866210943 248.15950012207034 -0.9994334578514098 -0.20107986032962796
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 6 5 8 -5 -3 7 -2 9 10 11 12 15 14 -14 -4 -16 18 22 -20 -21 -8 -18 24 -10 -25 -12 -6 29 -29
right_child=1 2 3 4 27 -7 21 -9 23 -11 26 -13 13 -15 16 -17 17 -19 19 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=5.176057677896509e-06 0.017929088618033207 0.013692298802462491 0.011247711736036258 -0.016779715586185028 -0.0060886151583262674 -0.00040692437159935878 2.2281500577908151e-05 0.0026644202901837258 0.016764072429699205 -0.0069037967301010502 0.0037933570262641786 -0.012494992375611625 -0.011508503500689668 -0.012240382425156177 0.0097324134104008631 -1.9510131695663887e-05 0.0065237963130295451 -0.0051211718071656094 0.020627244971692563 -0.010444307815050707 0.0074540250195080753 -0.0090207953220339167 -0.0087447310052812099 0.0080395455864307134 0.0024192765719989948 -0.0026886937877570747 -0.0059171509299804238 0.01802216460081664 -0.0029713146781157537 -0.004323877021670342
leaf_weight=1286057 26 22 36 26 340 11193 25511 145 30 127 209 47 44 76 34 272 22 151 20 20 51 44 50 38 182 200 42 22 794 21
leaf_count=1286057 26 22 36 26 340 11193 25511 145 30 127 209 47 44 76 34 272 22 151 20 20 51 44 50 38 182 200 42 22 794 21
internal_value=-1.9088e-06 -0.000230871 -0.000725816 -0.00208761 -0.00379047 -0.000379267 3.98043e-05 0.00498536 -0.000846812 -0.0017561 -0.00114739 -0.00215868 -0.00153264 -0.00339516 -0.00168028 0.00129744 -0.000437626 -0.00153884 0.00177976 0.00641554 0.00241224 6.71134e-06 -0.00407935 0.00157999 0.0044492 -0.000975782 0.00216849 -0.00350354 -0.00245345 0.00710898
internal_weight=1.32585e+06 39795 14069 2854 1203 11215 25726 171 1651 1201 1074 823 776 468 392 308 348 314 163 91 71 25555 72 450 212 238 251 1177 837 43
internal_count=1325852 39795 14069 2854 1203 11215 25726 171 1651 1201 1074 823 776 468 392 308 348 314 163 91 71 25555 72 450 212 238 251 1177 837 43
is_linear=0
shrinkage=0.05


Tree=506
num_leaves=31
num_cat=0
split_feature=25 101 72 72 95 91 64 111 2 79 63 8 11 36 108 114 75 4 56 83 32 90 64 37 52 95 93 39 75 79
split_gain=0.815715 3.26566 1.92456 1.71341 1.50825 1.67173 1.57714 2.47075 1.44012 1.35726 1.28496 1.71275 2.67343 1.17986 1.71247 1.13576 1.10765 1.06096 1.12751 2.05868 1.05378 1.66387 1.02215 1.77586 1.78213 1.26835 1.12307 1.2087 1.13168 1.11951
threshold=73.500000000000014 0.29803410172462469 0.9330272674560548 0.2575200498104096 -0.78614637255668629 0.42278912663459783 3.1750000715255742 0.82007434964180004 335.50000000000006 1.2450000047683718 0.30347988009452825 6.2500000000000009 4.2500000000000009 16.44999980926514 0.46786281466484075 0.18222858756780627 0.46137621998786932 4.7500000000000009 267.43075561523443 264.28977966308599 17.44999980926514 -0.48729519546031946 16.814999580383304 12.550000190734865 0.30500000715255743 0.41153390705585485 -0.97469592094421376 9.6500000953674334 0.91797664761543285 39.604999542236335
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 4 9 8 22 7 -7 16 -1 15 20 -13 14 -14 17 -3 18 19 -5 -12 -22 26 24 -24 -26 -6 -28 29 -29
right_child=-2 2 -4 10 5 6 -8 -9 -10 -11 11 12 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.0011307401023809051 1.4269545921966486e-07 0.0080350932665169249 -0.011443868850538922 0.01427929439497265 0.0108691754123277 0.012764068762771787 0.016247440420556813 -0.011265142513439061 -0.013774570910369649 -0.017018361670169523 -0.0051367821301745468 0.015694674523547291 0.0078964252794242427 0.0087316478192806246 -0.0081877308645112029 -0.016455725878477098 -0.004522687729833455 -0.010212320079988816 -0.0099882354785222564 -0.0041319884321823408 -0.0065088652801932774 0.0090607687629557943 0.015031730715890187 -0.005878130868077279 0.014571077562868595 0.0015155495540810282 -0.0074857826373512836 -0.00031823720012256302 0.010754429019289092 0.0094153676329491037
leaf_weight=20 1322562 22 36 22 23 23 32 20 34 41 251 32 23 25 59 25 87 61 30 49 32 37 37 45 21 163 56 1930 24 30
leaf_count=20 1322562 22 36 22 23 23 32 20 34 41 251 32 23 25 59 25 87 61 30 49 32 37 37 45 21 163 56 1930 24 30
internal_value=-1.81336e-06 -0.000788138 3.60102e-05 -0.00379913 0.00019827 0.000495021 0.00784252 0.00158769 -0.00479047 -0.0118093 -0.00304276 -0.0016194 0.00301484 -0.000777263 -0.00367632 -0.00653644 -0.00198809 -0.00500569 -0.00186109 0.00157292 -0.0036324 0.00184007 0.000258412 0.00317551 0.00501901 0.00300558 -0.000117714 -0.000241585 -3.71121e-05 -0.000169253
internal_weight=1.32585e+06 3290 2583 707 2547 2404 75 43 143 61 646 459 139 107 82 187 109 162 101 71 320 69 2329 266 221 184 2063 2040 1984 1960
internal_count=1325852 3290 2583 707 2547 2404 75 43 143 61 646 459 139 107 82 187 109 162 101 71 320 69 2329 266 221 184 2063 2040 1984 1960
is_linear=0
shrinkage=0.05


Tree=507
num_leaves=31
num_cat=1
split_feature=67 91 89 52 35 136 0 6 59 28 7 69 39 10 98 105 67 26 40 0 24 108 78 31 36 84 53 35 120 36
split_gain=0.811789 2.92872 2.60608 2.24885 3.86425 3.21993 2.77942 2.86658 2.75747 4.42097 2.83448 2.35098 3.79862 3.24322 2.33936 2.31102 3.3728 3.71428 2.57283 2.3014 3.17183 2.28209 2.15511 2.12564 2.04706 1.98794 1.90174 3.27785 1.86339 1.81352
threshold=36.594999313354499 -0.2469735965132713 0.069476481527090087 28.355000495910648 12.750000000000002 0 6.5000000000000009 1.2500000000000002 307.72760009765631 1014.1499938964845 2.1499999761581425 328.68882751464849 13.84999990463257 2.6499999761581425 -0.63290542364120472 -0.81544697284698475 64.055000305175795 312.50000000000006 10.949999809265138 313.50000000000006 342.50000000000006 0.50579863786697399 16.095000267028812 1016.2500000000001 14.750000000000002 0.80463930964469921 2.6149998903274541 10.150000095367433 -0.49240480363368982 14.949999809265138
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 3 -3 4 6 11 -2 8 26 -10 -11 15 13 -13 24 16 -6 18 25 -15 -21 22 -19 -17 -9 -18 27 -8 29 -26
right_child=1 2 -4 -5 5 -7 7 14 9 10 -12 12 -14 19 -16 23 17 21 -20 20 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-1.064790337398772e-05 -0.001294549011917244 -0.0016341379806316962 -0.010331745784571196 -9.0712190005322628e-05 0.0020842781174927288 7.081878706655013e-05 0.027054049316793685 0.00038367146765025021 0.02967538161707732 0.018514171678267806 -0.000375793725326066 0.02798260293528438 -0.0031052902257735181 0.0012621290015522391 -0.0012232889806514618 0.0018892907402201075 -0.00029486796692392584 0.01099836770868437 0.020282422954430029 0.024174556163819257 0.00052972901410058783 0.0069554604487720786 0.031751286241643389 -0.00052500147883407437 0.022937190246302638 0.0074469860947619267 0.0011071571629900372 0.0019302213495295192 0.0019291004678609993 0.0060023458384865424
leaf_weight=1260266 2975 1028 94 31238 2578 3626 20 16306 24 29 63 25 63 60 2411 2294 177 22 24 37 23 41 29 1513 25 156 501 37 124 43
leaf_count=1260266 2975 1028 94 31238 2578 3626 20 16306 24 29 63 25 63 60 2411 2294 177 22 24 37 23 41 29 1513 25 156 501 37 124 43
internal_value=-1.72269e-06 0.000169779 -0.00236281 0.000213859 0.000500208 0.00128431 0.000129395 0.000345717 0.0035499 0.0105642 0.00557865 0.00190634 0.00714568 0.0115996 0.000231505 0.00174967 0.00278081 0.00678005 0.00447147 0.00818642 0.0151107 0.0157383 0.022799 0.000929789 0.000444108 0.00333195 0.00209173 0.0107456 0.00557677 0.0122284
internal_weight=1.32585e+06 65586 1122 64464 33226 10668 22558 19583 674 116 92 7042 208 145 18909 6834 3027 449 357 120 60 92 51 3807 16498 333 558 57 192 68
internal_count=1325852 65586 1122 64464 33226 10668 22558 19583 674 116 92 7042 208 145 18909 6834 3027 449 357 120 60 92 51 3807 16498 333 558 57 192 68
cat_boundaries=0 1
cat_threshold=849
is_linear=0
shrinkage=0.05


Tree=508
num_leaves=31
num_cat=0
split_feature=122 92 80 43 15 11 65 8 64 117 11 96 85 62 4 122 0 80 61 73 107 6 6 23 62 93 25 60 27 20
split_gain=0.778513 2.07411 2.91374 3.59973 2.36395 2.13696 2.19605 2.2683 2.1925 1.79065 2.26923 1.75945 1.67558 2.48688 1.59506 2.10387 2.27162 3.04756 1.85844 1.5738 1.5295 1.5204 1.50927 2.86359 2.43805 1.62132 1.657 1.68365 1.58548 1.50802
threshold=0.96811076998710643 -0.46374891698360438 241.79035949707034 13.449999809265138 0.78499999642372142 4.2500000000000009 2.2849999666213994 7.7500000000000009 1.5549999475479128 -0.60873827338218678 6.0499999523162851 0.27221909165382391 0.83488920331001293 0.27010288834571844 3.0499999523162846 0.99140709638595592 137.50000000000003 262.10116577148443 0.57240015268325817 0.47467017173767095 -0.911433845758438 2.9500000476837163 1.6500000357627871 6.2049999237060556 0.33857005834579473 -0.96957364678382862 303.50000000000006 0.29113268852233892 187.50000000000003 6.0950000286102304
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 2 3 9 -5 6 8 12 14 10 -2 -3 19 -14 18 16 17 -16 -4 -8 -20 -9 23 -7 -25 -24 27 -27 -26 -10
right_child=1 11 5 4 -6 22 7 21 29 -11 -12 -13 13 -15 15 -17 -18 -19 20 -21 -22 -23 25 24 28 26 -28 -29 -30 -31
leaf_value=5.3477238599587887e-06 0.0004075713776025578 -7.9802376409993797e-05 -0.0036775444372998257 0.0005243269307538867 0.022187969882917755 -0.0051680524086840807 0.0075031779017299422 0.021890486064366999 -0.012239313744743106 -0.0011930784732586866 0.01071294766544841 -0.012193313160290322 0.019009680899960753 0.0017703605850064306 0.004706695175264031 -0.0023227753563757952 0.001379024849036738 0.030667819250375036 0.0096406034521213831 -0.0016223744856145698 -0.0028940737935610945 0.0028425624594092371 -0.0084350064124201277 0.015735698568032069 -0.011462364354255525 0.0033292363945941401 -0.0075225068353166856 -0.0033138762826667705 0.0029492137119682921 -0.0041091689598899139
leaf_weight=1283211 141 37931 475 20 34 179 50 20 71 423 86 30 22 426 26 107 63 20 53 858 45 22 190 34 22 115 185 559 144 290
leaf_count=1283211 141 37931 475 20 34 179 50 20 71 423 86 30 22 426 26 107 63 20 53 858 45 22 190 34 22 115 185 559 144 290
internal_value=-1.63653e-06 -0.000211816 -0.00120497 0.00175992 0.0141644 -0.00172995 -0.000862166 0.000469166 -0.0024806 0.000729398 0.00431181 -8.93755e-05 0.000114711 0.00261693 -0.00100386 0.00265774 0.00754687 0.0159941 -0.00238414 -0.00111987 0.00388488 0.011913 -0.00327834 -0.000574018 0.00353764 -0.0042554 -0.00333092 -0.00218041 0.00103925 -0.00570817
internal_weight=1.32585e+06 42641 4680 704 54 3976 2548 1398 1150 650 227 37961 1356 448 789 216 109 46 573 908 98 42 1428 379 200 1049 859 674 166 361
internal_count=1325852 42641 4680 704 54 3976 2548 1398 1150 650 227 37961 1356 448 789 216 109 46 573 908 98 42 1428 379 200 1049 859 674 166 361
is_linear=0
shrinkage=0.05


Tree=509
num_leaves=31
num_cat=0
split_feature=32 81 39 91 52 32 120 97 103 68 20 69 56 114 31 25 84 121 98 8 16 26 125 64 39 20 94 64 29 72
split_gain=0.750109 2.13612 1.85912 2.80542 2.68388 2.83449 2.74662 2.29767 2.34598 2.61462 3.09656 2.07551 2.06791 2.05555 1.96114 2.4715 1.91733 1.88425 2.04472 1.8383 2.36956 1.95867 1.82035 1.78301 1.78261 2.62833 3.17972 2.38921 1.87771 3.70967
threshold=10.550000190734865 316.47892761230474 9.1500000953674334 -0.51732236146926869 2.9850000143051152 11.250000000000002 -0.33379416167736048 -0.79725295305252064 0.35185393691062933 290.23118591308599 6.0350000858306894 277.96006774902349 331.00634765625006 -0.81408452987670887 1017.0499877929689 334.50000000000006 0.85314497351646434 -0.47714059054851526 -0.92013460397720326 17.44999980926514 9.5450000762939471 320.50000000000006 0.68832838535308849 5.3350000381469735 8.9499998092651385 4.8250000476837167 0.48933145403862005 1.8849999904632571 1014.3500061035157 0.54744762182235729
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 5 -2 7 8 17 -10 -11 13 -5 -8 15 -9 -14 18 -7 20 24 -21 -23 -13 25 26 -3 -27 29 -29
right_child=2 19 -4 12 -6 6 11 14 9 10 -12 23 16 -15 -16 -17 -18 -19 -20 21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-3.7423996131758206e-05 0.001618137484550259 0.00031598110320320462 1.4114947771539009e-05 -0.00072449430727320905 -0.0012248883785622301 0.02499080152483657 0.024376975193154068 0.00059732131282183923 0.0071522186583790337 0.031155248656868934 0.0086028004632047999 -0.0032940228299666498 -0.0036257933982415131 0.0024595603923839721 -0.010839868704788388 0.01966904366388917 0.015500295975882756 0.001710271681804443 0.0033440575096756221 -0.00066783561040686631 -0.00016669748386337942 0.015056669999680975 0.0030271072989162436 0.0056228811868770734 -0.00089911536047162415 -0.0058119117748713263 0.020601290814578534 0.019011011287570004 -0.0035312809140831537 -0.00065264568827183946
leaf_weight=258700 746 85 1045324 1438 357 24 20 53 38 45 23 126 20 23 20 25 38 64 20 474 9491 34 419 101 6157 550 25 25 796 591
leaf_count=258700 746 85 1045324 1438 357 24 20 53 38 45 23 126 20 23 20 25 38 64 20 474 9491 34 419 101 6157 550 25 25 796 591
internal_value=-1.55471e-06 -7.46784e-05 1.77877e-05 0.00122472 0.00262383 0.00365847 0.00627373 0.00946904 0.0123727 0.0176569 0.0235272 0.00258138 -0.000351155 0.0126537 0.00312844 0.00671005 0.00890509 0.00718628 0.0151514 -0.000591529 -0.000705078 0.001579 0.00392999 0.00067341 -0.00132602 -0.00259459 0.00492628 -0.00301625 -0.00192729 0.000145392
internal_weight=1.32585e+06 277347 1.0485e+06 3181 1685 1328 582 312 214 106 68 270 1496 43 98 78 58 108 44 18647 17720 927 453 227 8229 2072 110 1962 1412 616
internal_count=1325852 277347 1048505 3181 1685 1328 582 312 214 106 68 270 1496 43 98 78 58 108 44 18647 17720 927 453 227 8229 2072 110 1962 1412 616
is_linear=0
shrinkage=0.05


Tree=510
num_leaves=31
num_cat=1
split_feature=56 8 84 105 60 72 136 10 54 35 72 87 123 93 71 43 103 101 61 85 73 71 91 114 90 31 127 123 69 61
split_gain=0.808367 1.72813 2.05552 2.67436 2.5292 2.28651 1.99554 1.93704 3.7908 2.01258 1.7293 2.6591 1.97523 2.17592 3.30776 2.75976 2.37392 2.75859 3.25864 3.92941 2.83519 2.44981 2.42237 3.3166 3.40274 3.34011 2.24519 2.21141 2.20567 1.92989
threshold=308.95910644531256 13.84999990463257 0.86128196120262157 1.0000000180025095e-35 0.49616274237632757 0.49061261117458349 0 13.150000095367433 0.72500002384185802 12.949999809265138 0.35229548811912542 0.89589449763298046 0.737249255180359 0.14929725229740146 192.45852661132815 10.650000095367433 0.82248875498771679 0.16981364786624911 0.26462988555431372 0.77260357141494762 0.44413483142852789 272.92124938964849 -0.66877824068069447 -0.97625884413719166 -0.3262354433536529 1016.6499938964845 -0.061046212911605828 -0.53727915883064259 311.97891235351568 0.24121916294097903
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 10 -3 4 6 -6 7 8 -4 -10 11 12 13 14 -2 -15 17 18 19 -16 22 29 23 -20 25 -25 -24 -17 -19 -21
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14 15 16 27 -18 28 20 21 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.6747543226838103e-06 -0.0055117888700668563 0.0018767209725474296 -0.013885387123695442 0.0083721903156256296 0.014174603851455631 0.00094171341631390083 -0.00033134612609286005 -0.0059849055396875954 -0.0002777142882613199 0.012767037124528239 2.795779963138959e-05 -0.0075670999542310621 -0.0052905859326322878 -0.00091671413256867946 0.031487246775733578 0.022523417044430973 0.020522759989502707 -0.0035998795336733263 -0.0029238063555497391 -0.0039112866390496491 -0.0076383146898526891 0.024103980298553193 0.015983392018824816 0.034265508288235373 -0.00015898530604317786 0.010302981143691936 -0.00200510373617318 0.0003058792047557377 0.0093709984470320782 0.015076678667379462
leaf_weight=1266184 66 3065 35 100 33 3026 1975 349 77 48 50147 69 75 393 28 24 28 114 26 32 38 21 22 33 20 26 82 21 46 23
leaf_count=1266184 66 3065 35 100 33 3026 1975 349 77 48 50147 69 75 393 28 24 28 114 26 32 38 21 22 33 20 26 82 21 46 23
internal_value=3.82575e-06 0.000183087 0.000834376 0.000268226 0.000122024 0.00108447 -0.00106321 -0.00382136 0.000659033 0.00473147 7.26061e-05 0.00195886 0.00254677 0.00311034 0.0050535 0.000426294 0.00634721 0.00557047 0.0080508 0.0154753 0.0049247 0.00957613 0.00720888 0.0125661 0.017664 0.0237058 0.00180015 0.0121552 0.000129248 0.00402914
internal_weight=1.32623e+06 60042 8708 5643 5543 3059 2484 509 160 125 51334 1187 1118 1043 605 438 539 511 351 104 247 76 209 105 79 59 104 45 160 55
internal_count=1326226 60042 8708 5643 5543 3059 2484 509 160 125 51334 1187 1118 1043 605 438 539 511 351 104 247 76 209 105 79 59 104 45 160 55
cat_boundaries=0 1
cat_threshold=626
is_linear=0
shrinkage=0.05


Tree=511
num_leaves=31
num_cat=3
split_feature=93 21 63 61 100 31 35 136 12 78 136 73 82 1 127 31 136 98 68 79 61 78 106 42 121 3 31 35 65 20
split_gain=0.762581 2.70901 4.25548 4.21941 4.01299 3.7689 3.47376 4.05584 3.6142 3.33706 4.17776 4.12369 4.35024 4.03759 4.36788 3.45241 3.54096 3.24137 3.41211 3.96036 3.21403 3.32141 4.32855 3.12756 3.1623 4.05952 3.80606 3.06783 2.9714 3.71503
threshold=-0.069747749716043458 7.1449999809265146 0.44134148955345159 0.36943008005619055 0.28361409902572637 1020.4500122070314 15.050000190734865 0 1.0850000381469729 12.934999942779543 1 0.64968991279602062 274.57035827636724 340.50000000000006 0.89490029215812694 1017.6499938964845 2 -0.97858893871307362 343.80905151367193 17.875000000000004 0.41288715600967413 27.564999580383304 -0.8493751287460326 10.250000000000002 -0.49240480363368982 339.50000000000006 1011.4500122070314 12.84999990463257 1.0049999952316286 4.0350000858306894
decision_type=2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 -5 -3 8 -8 -4 11 13 -1 28 14 -11 23 20 -15 -19 -20 21 -17 -23 -12 25 26 -25 -26 29 -13
right_child=-2 3 6 4 -6 -7 7 -9 -10 10 15 12 -14 17 -16 16 -18 18 19 -21 -22 22 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.00017770275725554702 -1.7845857316284288e-05 -0.00016277685510835002 0.00062563533769430225 0.00015203934228084828 0.00087891070363854999 -0.0025570273125917974 -0.00019400415871121949 -0.0015801748292177211 -0.00029413910151286724 -0.00083482662545807964 0.00039138999850765564 0.012402912872758779 -0.0010196484448453927 0.016982251493203822 -0.0050849637450910918 0.0032707855832131479 0.00062257990354847709 8.5240041219365991e-05 0.024167489969441971 0.0039340457709675491 0.00038522815600540694 0.022468002981325726 0.0064650947078668088 -0.0031373029183629875 0.0116086589251744 0.026109525696797805 0.0060521594202635077 -0.0019345564309889722 0.00093947904919769508 -0.0024116506945784984
leaf_weight=65387 1003977 14866 13208 46762 31971 1848 11168 10013 55812 2503 36307 44 16984 33 797 1431 2880 1022 31 110 718 49 307 139 47 22 595 379 5709 1107
leaf_count=65387 1003977 14866 13208 46762 31971 1848 11168 10013 55812 2503 36307 44 16984 33 797 1431 2880 1022 31 110 718 49 307 139 47 22 595 379 5709 1107
internal_value=3.63434e-06 7.05566e-05 -2.34888e-05 0.000294028 0.000447199 -0.0004275 -0.000290016 -0.000850133 -0.000118127 0.000152506 0.000491687 -2.75548e-05 -0.000590429 -0.000957128 -0.0018613 0.000643691 0.00182768 0.00152965 0.00109119 0.00838253 0.00319793 0.00434595 0.00866774 0.000473791 0.00300488 0.00494624 0.00431192 -0.000440352 0.000472233 -0.00184533
internal_weight=1.32623e+06 322249 226802 95447 78733 16714 90201 21181 69020 136601 47370 89231 23844 4496 3300 42874 5385 1196 1163 141 2505 1787 356 37489 1182 756 734 426 6860 1151
internal_count=1326226 322249 226802 95447 78733 16714 90201 21181 69020 136601 47370 89231 23844 4496 3300 42874 5385 1196 1163 141 2505 1787 356 37489 1182 756 734 426 6860 1151
cat_boundaries=0 1 2 3
cat_threshold=5170 4112 2658
is_linear=0
shrinkage=0.05


Tree=512
num_leaves=31
num_cat=0
split_feature=20 111 109 86 52 34 79 81 67 126 4 8 122 33 82 78 102 74 3 100 72 122 61 60 65 104 104 68 3 82
split_gain=0.740406 5.27949 4.21057 3.85078 4.3116 5.09785 2.96439 2.8629 3.83931 2.40484 2.311 2.48726 2.14939 2.07633 1.95562 1.8196 1.64053 2.1436 2.3897 1.68905 1.63715 1.6176 1.33307 2.58902 1.62916 1.34524 1.31335 1.29462 1.29676 1.28709
threshold=4.0350000858306894 -0.16939563304185865 0.025353705510497097 0.76889690756797802 0.10500000044703485 15.550000190734865 0.91500002145767223 274.75233459472662 0.50499999523162853 -0.25037047266960138 6.3500001430511483 8.8499999046325701 0.64942333102226268 15.34999990463257 271.76164245605474 2.1650000810623173 -0.68161553144454945 0.31035625934600836 206.50000000000003 -0.90346401929855336 0.36674033105373388 -0.95878320932388295 0.36725382506847387 0.42307929694652563 0.80500000715255748 -0.7990160584449767 -0.98351779580116261 290.23118591308599 304.50000000000006 286.72889709472662
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 -1 -4 8 -8 10 -5 15 13 -6 21 -12 17 -3 -19 -18 -13 -9 25 -24 -25 -20 -16 29 -29 -21
right_child=-2 16 6 9 12 -7 7 14 -10 -11 11 20 -14 -15 26 -17 19 18 22 27 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0081154734701723678 1.0634391520690126e-06 0.018431937992572783 -0.0048833356238901617 -0.0056997157483941541 0.020507371402345598 0.038959220229160221 0.011201469390653074 0.024433663602058703 0.037068651415980779 -0.007403423135652773 0.0032606862578541044 0.0087912259995937356 -0.0081574816804598355 -0.0011068352982401847 0.0096467668333878893 0.022730747275054457 -0.01106248794921807 -0.01301424845254847 -0.0076629608931640782 -5.759380961281892e-05 -0.010974481875415554 0.0060120323799889193 0.023468732279117988 0.011728707661852241 -0.0069273083634801549 0.0090779872937127946 -0.0065732942738880714 -0.0014105894662705917 -0.012883414413878009 0.0048464936771146633
leaf_weight=37 1320826 25 24 53 20 21 32 26 26 102 20 20 34 25 26 30 35 21 30 4389 22 22 23 25 22 20 24 70 38 138
leaf_count=37 1320826 25 24 53 20 21 32 26 26 102 20 20 34 25 26 30 35 21 30 4389 22 22 23 25 22 20 24 70 38 138
internal_value=3.45219e-06 0.000587734 0.0051657 0.00220788 0.00893094 0.019283 0.0114757 0.0139925 0.0227971 -0.0015211 0.00261681 0.00740785 0.00133066 0.00849948 0.0087816 0.0149427 5.38269e-05 0.00493836 0.00254588 -0.000119799 -0.00156224 0.0159904 0.00526891 0.00972282 0.0029961 -0.000966582 0.00186114 -3.71681e-05 -0.00544732 9.19012e-05
internal_weight=1.32623e+06 5400 564 384 137 58 180 156 58 247 145 92 79 45 98 50 4836 166 141 4670 42 48 120 70 47 50 50 4635 108 4527
internal_count=1326226 5400 564 384 137 58 180 156 58 247 145 92 79 45 98 50 4836 166 141 4670 42 48 120 70 47 50 50 4635 108 4527
is_linear=0
shrinkage=0.05


Tree=513
num_leaves=31
num_cat=1
split_feature=136 101 58 92 39 26 18 125 83 55 28 64 68 93 20 75 31 28 38 87 12 53 67 122 33 124 28 113 61 110
split_gain=0.740086 2.58878 4.95027 4.0964 2.83389 2.86118 3.63081 2.90734 2.87642 2.76242 2.7129 4.46758 2.63581 2.608 4.21873 6.00291 2.66784 3.60483 3.34773 3.03865 3.43114 2.60544 4.2104 2.81338 3.1081 3.06093 2.60046 2.59526 3.44399 3.52698
threshold=0 0.50241705775260936 65.506275177001967 0.96664232015609752 8.8499999046325701 181.50000000000003 14.039999961853029 0.83385404944419872 280.92822265625006 1.9950000047683718 1017.2500000000001 3.6650000810623173 192.338737487793 -0.017587317153811451 5.8350000381469735 0.609399974346161 1007.5499877929689 1010.5499877929689 12.250000000000002 0.86903318762779247 2.3850001096725468 1.5950000286102297 4.1549999713897714 -0.80382624268531788 12.650000095367433 0.64942333102226268 1014.5499877929689 -0.90255093574523915 0.40478968620300299 0.57705703377723705
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 2 -1 4 10 6 -6 12 -8 -9 -4 -12 -7 14 -3 21 -17 18 -18 -20 -21 22 -16 -24 -25 26 -26 28 29 -14
right_child=-2 13 3 -5 5 7 8 9 -10 -11 11 -13 27 -15 15 16 17 -19 19 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0025324584326126779 3.0844748423429457e-05 -0.00068415169854257212 -0.0005096453933087601 -0.0023755169748842357 -0.00027444875885095516 -0.001751110185007351 -0.0021972436776068632 -0.0016695052109326196 0.002651724729029822 -0.0004140345336237593 -0.0016474460666948878 0.013785936602653238 -0.0015357392082302578 -1.1916449709846592e-05 -0.0020575884840607606 0.003111637778320285 0.0024477928070106136 0.00046251583375877853 -0.0054002009113041406 0.0012793253230805697 -0.005397550348313347 0.0027692120602932635 -0.0063668183450187963 0.027713760995538905 0.0042135752970352772 -0.0054758382570599361 0.026903725415468219 0.00014419232414781825 -0.00012402528841813125 0.00082826084985979174
leaf_weight=2244 858591 6726 165 2078 3269 2343 344 5249 2757 26509 74 128 8831 256412 643 860 372 21230 660 588 286 4230 28 23 28 31 23 71222 48361 1921
leaf_count=2244 858591 6726 165 2078 3269 2343 344 5249 2757 26509 74 128 8831 256412 643 860 372 21230 660 588 286 4230 28 23 28 31 23 71222 48361 1921
internal_value=3.27958e-06 -4.73305e-05 -0.000199116 -0.000168894 -0.000142106 -0.000151536 0.000888192 -0.000191814 0.00211382 -0.00062154 0.00424686 0.00813212 -8.89537e-05 4.38488e-05 0.000444064 0.000705714 0.000377155 0.00027551 -0.00180746 -0.00283937 -0.000905556 0.00228064 -0.000382563 0.00771549 0.0114708 0.00691481 0.0144464 -5.90735e-05 -0.000303977 -0.00111338
internal_weight=1.32623e+06 467635 175495 173251 171173 170806 6370 164436 3101 31758 367 202 132678 292140 35728 29002 23996 23136 1906 1534 874 5006 776 133 105 82 51 130335 59113 10752
internal_count=1326226 467635 175495 173251 171173 170806 6370 164436 3101 31758 367 202 132678 292140 35728 29002 23996 23136 1906 1534 874 5006 776 133 105 82 51 130335 59113 10752
cat_boundaries=0 1
cat_threshold=5187
is_linear=0
shrinkage=0.05


Tree=514
num_leaves=31
num_cat=1
split_feature=56 52 9 94 96 59 73 60 52 56 88 136 3 73 3 30 27 126 109 20 68 2 84 20 106 14 64 27 72 58
split_gain=0.736124 1.60226 3.25715 4.0101 3.64605 2.88371 3.48569 2.51635 2.94657 2.43484 2.25179 2.26063 2.38257 3.57309 2.12332 2.15068 2.07971 2.07845 3.12792 2.01934 2.27919 2.45787 3.25648 2.73083 2.05673 1.9947 3.45067 2.14596 2.15638 2.54702
threshold=308.95910644531256 0.58499997854232799 2.0499999523162846 -0.98010826110839833 -0.99996852874755848 196.88883972167972 0.55030474066734325 0.40297524631023413 3.2649999856948857 334.85888671875006 -0.078849222511053071 0 4.5000000000000009 0.75674214959144603 331.50000000000006 1015.2500000000001 355.50000000000006 -0.9366365075111388 0.80228909850120556 5.7750000953674325 313.04020690917974 345.50000000000006 0.86003756523132335 5.0650000572204599 -0.60976681113243092 1.5249999761581423 2.4650000333786015 304.50000000000006 0.64983516931533825 247.83494567871097
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 -2 -4 6 9 14 10 -5 11 12 13 -9 -3 16 -16 18 -6 20 -17 23 -23 -22 -25 -14 -27 -28 29 -29
right_child=1 7 4 5 17 -7 -8 8 -10 -11 -12 -13 25 -15 15 19 -18 -19 -20 -21 21 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-4.9961674748393784e-06 0.027142969239503146 -0.00017907065920197339 0.019320135585104044 0.010207064946492513 0.0028000390064500443 0.0014850169388643867 0.0034154874714090512 0.022546518886811102 0.00014532881833877621 0.032972953654825686 -0.0078328884724113684 0.00095554323046510696 -0.0024881944138198035 0.0036615440945154919 -0.0039383573116115681 -0.00049095699230367626 0.0096439610801412386 0.00036368088049528564 0.022841325519024396 -0.0018410288640918109 0.015887764388129912 0.0034658083418274629 0.025872650493176715 0.009265230718100894 -0.0066736458456699748 0.015158509819828456 -0.0027591530531408618 -0.0025768311088904742 0.0031268609920468184 0.018596905457703469
leaf_weight=1266184 20 9916 26 24 88 280 64 40 38398 23 63 2961 148 67 1001 364 29 4269 25 1177 28 34 31 29 67 62 138 20 601 49
leaf_count=1266184 20 9916 26 24 88 280 64 40 38398 23 63 2961 148 67 1001 364 29 4269 25 1177 28 34 31 29 67 62 138 20 601 49
internal_value=3.11561e-06 0.000174179 0.00104854 0.0053056 0.000651614 0.0041886 0.0110085 9.78787e-05 0.000282105 0.0213478 0.00154794 0.00169258 0.00359203 0.0107213 -0.000520478 -0.00174707 -0.00355594 0.000540847 0.00723395 -0.000670113 0.00182205 0.00627674 0.0141521 0.00214851 -0.00185878 0.00287796 0.00379083 0.00291855 0.00408799 0.0124596
internal_weight=1.32623e+06 60042 4819 411 4408 391 111 55223 42547 47 4149 4086 1125 107 12676 2760 1030 4382 113 1730 553 189 65 124 96 1018 870 808 670 69
internal_count=1326226 60042 4819 411 4408 391 111 55223 42547 47 4149 4086 1125 107 12676 2760 1030 4382 113 1730 553 189 65 124 96 1018 870 808 670 69
cat_boundaries=0 1
cat_threshold=1040
is_linear=0
shrinkage=0.05


Tree=515
num_leaves=31
num_cat=2
split_feature=123 70 77 33 78 55 38 54 32 85 11 122 27 136 116 107 32 103 121 75 15 37 70 74 5 0 121 136 52 114
split_gain=0.93756 2.90068 2.9257 2.60304 3.27968 4.24522 3.3772 3.12897 2.99343 3.45024 2.86728 2.75237 2.69348 2.64151 2.5851 3.50118 2.58102 2.50211 4.58703 2.42528 2.40143 2.34265 2.54748 2.25857 3.32902 2.29336 2.25846 3.06905 2.57234 2.27157
threshold=-0.68832838535308827 292.55236816406256 18.105000495910648 14.550000190734865 15.144999980926515 3.745000004768372 15.750000000000002 2.1650000810623173 3.2500000000000004 0.89484140276908886 11.949999809265138 -0.25037047266960138 199.50000000000003 0 0.78257837891578685 -0.74217784404754628 19.94999980926514 -0.56617072224616993 -0.55191597342491139 0.2970180362462998 1.8949999809265139 11.050000190734865 315.62242126464849 0.92588511109352123 2.7500000000000004 200.50000000000003 -0.78257837891578663 1 2.4850000143051152 -0.62249094247817982
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 1 2 2
left_child=1 2 -1 4 7 6 11 17 9 -7 20 -6 19 23 -13 -16 -14 18 -3 -5 -8 22 -17 -10 25 -25 27 28 -19 -28
right_child=-2 3 -4 12 5 8 10 -9 13 -11 -12 14 16 -15 15 21 -18 26 -20 -21 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=3.6208862806264636e-05 -2.2116506847970742e-05 -0.0029924500701738344 -0.00075186675634439804 0.015776828741085561 0.0011429890028783981 0.0033748809170627749 0.0017734647831983037 0.00011011874686882052 0.00049861037641692099 0.024753110036253929 -0.0013329071068573137 0.0023183047111884985 0.00081096565803569221 -0.00070051218226595236 0.026034061063546689 0.0032011000722247576 -0.0037622583460282968 -0.003417792954799017 0.021918195147405974 0.0030158379743543246 0.01951373246856607 0.0015438268075906143 0.02370584853924811 0.029519523804386456 0.0028825840628888041 0.0058617829484865075 -0.0023038646457054679 0.0021082469250141718 0.0036761541156399903 0.00055675118813220932
leaf_weight=338883 903027 42 12201 39 8434 335 27 24942 4627 20 43 329 17687 7073 28 28 314 651 33 822 65 88 33 21 334 20 3883 1010 159 845
leaf_count=338883 903027 42 12201 39 8434 335 27 24942 4627 20 43 329 17687 7073 28 28 314 651 33 822 65 88 33 21 334 20 3883 1010 159 845
internal_value=6.65872e-06 6.80862e-05 8.82137e-06 0.000357345 0.000178029 0.000654234 0.00147641 -0.000146406 5.39757e-05 0.00457929 0.00932564 0.00135788 0.000861866 -7.90666e-05 0.00493964 0.00981206 0.000731193 -0.00111247 0.00796823 0.00359386 0.0143073 0.00676363 0.0142938 0.000799481 0.00453314 0.0179792 -0.00121648 0.000280185 -0.00200058 -0.00179261
internal_weight=1.32604e+06 423016 351084 71932 53070 21505 9075 31565 12430 355 135 8940 18862 12075 506 177 18001 6623 75 861 92 149 61 5002 375 41 6548 1820 810 4728
internal_count=1326043 423016 351084 71932 53070 21505 9075 31565 12430 355 135 8940 18862 12075 506 177 18001 6623 75 861 92 149 61 5002 375 41 6548 1820 810 4728
cat_boundaries=0 1 2
cat_threshold=2849 5891
is_linear=0
shrinkage=0.05


Tree=516
num_leaves=31
num_cat=1
split_feature=7 94 69 17 66 11 93 78 52 56 28 57 37 31 24 52 136 38 107 27 37 12 85 40 23 55 103 80 125 57
split_gain=0.861411 1.57785 1.47655 2.44442 1.23755 1.22691 1.21333 1.08883 2.70117 4.99476 4.84626 3.90928 3.44696 4.62791 4.57134 5.18727 4.27607 3.89071 3.61707 3.36625 3.73234 3.04602 3.02865 2.78696 2.75385 4.5104 3.20021 4.80008 3.03238 3.50374
threshold=14.550000190734865 -0.98434406518936146 343.92359924316412 8.7100000381469744 77.094997406005874 17.550000190734867 -0.95127645134925831 11.954999923706056 3.4150000810623173 241.9750671386719 1011.9500122070314 169.54962921142581 15.650000095367433 1009.5499877929689 329.50000000000006 0.62500000000000011 0 15.150000095367433 -0.99932789802551258 303.50000000000006 17.849999427795414 1.7450000047683718 0.84544551372528087 12.949999809265138 5.2049999237060556 3.1550000905990605 -0.15879198908805844 228.63166809082034 0.68832838535308849 321.91975402832037
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=7 -2 5 -4 -5 -3 -7 -1 9 10 19 -12 24 14 15 18 -15 -18 -14 21 -21 -9 -20 -17 25 -11 27 -26 -28 -30
right_child=1 2 3 4 -6 6 -8 8 -10 12 11 -13 13 16 -16 23 17 -19 22 20 -22 -23 -24 -25 26 -27 28 -29 29 -31
leaf_value=-1.2380239065484204e-05 -0.008355718628976435 -0.0034865985391706166 0.021518575083464386 -0.0071332731023430827 0.0077139267701568318 -0.0061082599020005303 -0.00030531255896368395 0.00030195856171115406 -2.5097432447643566e-05 -0.00097590812864988333 -0.00090499958273321213 0.00048706217797692385 0.031778059819979325 -0.0028013452456671865 0.027738604131762101 0.0013277631140108286 0.023380769869046553 0.0017997970917939987 0.024570045677163373 -5.120125422053455e-05 -0.0055399716754253644 -0.0027263965224272107 0.0064160251973589769 0.019982088146553861 -0.0013773130916548584 0.0044867748994289374 1.7911440329224111e-05 0.0045112098475842887 0.0011780071074955548 -0.00083780494732259867
leaf_weight=1064616 63 326 20 25 32 91 8895 1097 156096 4822 6091 29322 21 542 23 430 21 3801 28 7534 323 3416 128 21 487 410 14523 1196 19215 2428
leaf_count=1064616 63 326 20 25 32 91 8895 1097 156096 4822 6091 29322 21 542 23 430 21 3801 28 7534 323 3416 128 21 487 410 14523 1196 19215 2428
internal_value=6.32631e-06 -0.000469294 -0.000416376 0.00647903 0.001202 -0.000473393 -0.000364078 9.74086e-06 0.000103204 0.000312086 -4.99759e-05 0.000247629 0.000671793 0.00191242 0.00584501 0.00504317 0.00132578 0.00191337 0.0122969 -0.000901963 -0.000276844 -0.00199028 0.00967444 0.00219637 0.000527373 -0.000547831 0.000676002 0.00280728 0.000576822 0.000951865
internal_weight=1.32604e+06 9452 9389 77 57 9312 8986 1.31659e+06 251975 95879 47783 35413 48096 5015 651 628 4364 3822 177 12370 7857 4513 156 451 43081 5232 37849 1683 36166 21643
internal_count=1326043 9452 9389 77 57 9312 8986 1316591 251975 95879 47783 35413 48096 5015 651 628 4364 3822 177 12370 7857 4513 156 451 43081 5232 37849 1683 36166 21643
cat_boundaries=0 1
cat_threshold=448
is_linear=0
shrinkage=0.05


Tree=517
num_leaves=31
num_cat=0
split_feature=123 95 89 122 54 59 83 105 124 56 86 63 62 78 100 23 12 105 38 80 89 15 63 35 1 86 101 92 87 32
split_gain=0.854954 2.69217 2.23812 3.19855 3.18869 2.73071 2.75722 3.10464 2.52841 3.2925 2.04809 2.02713 2.34048 3.75219 3.66812 3.25573 2.55103 2.57249 2.89944 4.23313 2.94772 3.80313 3.3054 2.88433 2.76641 4.29348 2.48448 2.40816 2.63148 2.41824
threshold=-0.71322327852249134 -0.2599851638078689 0.5242438316345216 -0.60873827338218678 0.75499999523162853 301.53961181640631 275.13983154296881 -0.98157066106796254 -0.28400452435016627 173.70273590087893 0.89705970883369457 0.79073545336723339 0.35518421232700353 35.024999618530281 0.1894311606884003 5.6050000190734872 2.8149999380111699 -0.89904186129569996 15.550000190734865 277.63047790527349 -0.81361740827560414 0.81499999761581432 0.34874673187732702 13.650000095367433 23.500000000000004 0.80570629239082348 -0.38726225495338434 0.61386615037918102 0.7505612075328828 15.34999990463257
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 8 5 6 7 -5 9 -4 -10 12 13 16 15 -15 17 18 19 26 24 23 -23 -22 25 -20 -1 28 -28 -30
right_child=-2 2 3 4 -6 -7 -8 -9 10 -11 -12 -13 -14 14 -16 -17 -18 -19 20 -21 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0059549945354513776 -1.9919313574311791e-05 7.6069639475635022e-06 0.018059226100404675 0.021211207313312882 -0.0031295988153797675 0.018972569753208924 -0.0064630746851778694 1.2393979630313623e-05 -0.007080777073475996 -0.0023908779827050038 0.0018801977483530507 0.0017417612668169217 8.6417790492105092e-05 0.0057433838939427266 0.0033984120811097595 0.030839776368035629 -0.0033467892437836289 0.0010928478064816081 -0.0050151042906301365 0.00052173695774762553 0.019331619742771852 -0.0028686522531583556 0.00039606406947844286 0.0015226960099032991 0.0018302032560570921 0.018894254865549638 -0.0052932387000808852 -0.0064771583497491292 -0.00046197759266980784 0.0089434041169612379
leaf_weight=429 935756 306618 26 31 163 36 45 39 461 81 74 2438 53340 28 520 24 409 14004 28 2386 23 1401 1736 1979 2264 57 277 226 1071 73
leaf_count=429 935756 306618 26 31 163 36 45 39 461 81 74 2438 53340 28 520 24 409 14004 28 2386 23 1401 1736 1979 2264 57 277 226 1071 73
internal_value=6.00894e-06 6.81748e-05 7.57137e-08 -0.00241542 0.00172 0.006955 0.00319298 0.00940044 -0.00443804 0.00257831 -0.00584132 0.000321406 0.000278269 0.000658196 0.00466459 0.0173263 0.000571269 0.000633012 9.41385e-05 -0.000914792 0.000695347 2.46406e-05 -0.00106197 0.00172729 0.00216268 0.0110182 -0.00256583 -0.00168304 -0.000920575 0.000138191
internal_weight=1.32604e+06 390287 307574 956 314 151 115 70 642 107 535 82713 80275 26935 572 52 26363 25954 11950 4462 7488 5139 3137 2002 2349 85 2076 1647 1421 1144
internal_count=1326043 390287 307574 956 314 151 115 70 642 107 535 82713 80275 26935 572 52 26363 25954 11950 4462 7488 5139 3137 2002 2349 85 2076 1647 1421 1144
is_linear=0
shrinkage=0.05


Tree=518
num_leaves=31
num_cat=1
split_feature=79 86 15 82 86 9 71 8 66 52 100 119 78 68 28 31 3 55 82 20 136 124 108 124 34 29 55 92 91 120
split_gain=0.813291 1.77223 1.08112 3.18531 0.995162 1.23415 2.17834 1.42087 0.893051 2.30456 2.13331 1.96363 1.74845 1.68154 1.92808 2.85963 3.0235 2.94801 2.72299 3.01117 2.71186 2.55177 2.43767 3.94656 3.11497 3.70663 3.00673 3.96641 3.00661 2.57296
threshold=63.439998626708991 0.92305943369865429 3.3149999380111699 334.88758850097662 0.82796892523765575 14.949999809265138 319.62406921386724 16.44999980926514 34.715000152587898 23.425000190734867 0.74665030837059032 0.9238443672657014 23.025000572204593 269.92727661132818 1010.4500122070314 1014.4500122070314 115.50000000000001 5.1250000000000009 294.77282714843756 6.5150001049041757 0 -0.52247866988182057 0.088537786155939116 -0.8703225553035735 11.449999809265138 1010.9500122070314 5.9349999427795419 0.51857241988182079 -0.70377057790756214 -0.66259482502937306
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=8 2 3 -2 5 -4 -7 -8 -1 13 11 -11 -13 -10 -15 16 -16 21 -17 -20 22 -18 -19 -24 25 29 27 -27 -26 -25
right_child=1 -3 4 -5 -6 6 7 -9 9 10 -12 12 -14 14 15 18 17 20 19 -21 -22 -23 23 24 28 26 -28 -29 -30 -31
leaf_value=-2.4329549006540904e-06 -0.00041811422582853721 0.013885773226065795 -0.0010357309578843336 0.021863622507080436 -0.0021866786947968017 0.0008588605969732984 0.023273094091564417 0.0044258763140533125 -0.00045422563213207487 2.2769935953468901e-05 -0.0013375214541875781 0.015867700756250606 3.7433657174309097e-05 -0.00025007493375486063 -0.00073134832464780001 0.0014539686010631315 0.0055019080547271705 0.00033414729907731686 0.0029075012870811035 -0.00027362336429154996 0.00067716899445367752 -0.00011159888928052934 0.010671085629240554 0.023547362846632801 0.0066429851600045943 0.00078241990338410105 -0.00027481613747367724 0.028926024425198284 0.00091713287183909026 0.0042781781280276984
leaf_weight=1252777 81 20 686 20 1288 167 20 20 3910 37841 3044 37 33 4779 1073 4695 230 440 811 8991 990 1690 226 30 983 31 769 21 299 41
leaf_count=1252777 81 20 686 20 1288 167 20 20 3910 37841 3044 37 33 4779 1073 4695 230 440 811 8991 990 1690 226 30 983 31 769 21 299 41
internal_value=5.70849e-06 -0.000933286 -0.00106316 0.00399411 -0.00129736 -1.46722e-05 0.00336913 0.0138495 7.34141e-06 0.000179895 -6.40078e-05 3.82469e-05 0.00840486 0.000512763 0.000657632 0.0008611 0.00170518 0.00215986 0.000463835 -1.04228e-05 0.00296144 0.000560852 0.00374216 0.00438256 0.00372883 0.00145986 0.000512019 0.0121481 0.00530755 0.0124201
internal_weight=1.32604e+06 2302 2282 101 2181 893 207 40 1.32374e+06 70964 40955 37911 70 30009 26099 21320 6823 5750 14497 9802 3830 1920 2840 2400 2174 892 821 52 1282 71
internal_count=1326043 2302 2282 101 2181 893 207 40 1323741 70964 40955 37911 70 30009 26099 21320 6823 5750 14497 9802 3830 1920 2840 2400 2174 892 821 52 1282 71
cat_boundaries=0 1
cat_threshold=915
is_linear=0
shrinkage=0.05


Tree=519
num_leaves=31
num_cat=2
split_feature=123 93 28 106 8 62 72 84 35 78 136 112 90 53 59 94 74 117 79 101 21 136 15 125 63 110 61 32 4 63
split_gain=0.772236 2.22865 3.74129 2.76228 3.02789 2.67278 2.43292 2.75554 2.38749 2.84951 2.77951 2.5796 3.7824 2.71496 2.57994 2.34558 2.93161 2.54159 3.44153 2.33795 2.47287 2.62565 4.83299 2.33049 3.24646 2.78276 3.16822 2.47588 2.95294 3.07834
threshold=-0.58068084716796864 -0.19026383757591245 1.0000000180025095e-35 -0.66672578454017628 15.550000190734865 0.79279136657714855 0.33466516435146337 0.8228537142276765 14.650000095367433 20.384999275207523 0 -0.99687939882278431 -0.3262354433536529 0.76499998569488536 218.09943389892581 0.15425089001655581 0.31035625934600836 0.68832838535308849 12.045000076293947 -0.9724488854408263 8.4650001525878924 1 2.6550000905990605 0.26722820103168493 0.26891128718853002 -0.39864183962345118 0.35513959825038915 9.6500000953674334 5.0499999523162851 0.19157389551401141
decision_type=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 2 2 2
left_child=1 2 -1 4 5 6 7 -4 10 11 -9 12 -10 -13 -14 17 -17 18 -15 -5 21 22 -21 -8 25 26 -25 28 29 -27
right_child=-2 -3 3 19 -6 -7 23 8 9 -11 -12 13 14 15 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.014649003305368955 -2.7229065561372733e-05 -3.8418819588288078e-06 0.0019180963556677312 -0.0024245551180133215 -0.0028931319643156969 0.0015904471703304043 -0.00027424128642145274 -0.0042087107905774516 0.0004323858207499143 0.015537395682322847 0.00078787291420256132 -0.0054461495353503846 0.024185568220817893 0.00031238123801671975 0.0038520367493709694 0.024941902692345058 0.0032296541586237133 -0.0066237201063943625 0.012446068058936643 -0.0017761870339774489 0.0050665306510491864 0.0011763789257099272 0.0053636562958920631 0.028500031502917411 0.00011973018734419989 0.012704460479829822 0.0015547167820235096 0.00099317833735933507 0.010115945256997952 -0.005990832963480467
leaf_weight=45 765475 433947 3818 517 814 3205 33555 600 96 34 512 191 39 579 26 22 53 112 65 1716 364 11680 275 20 61475 31 24 6514 163 76
leaf_count=45 765475 433947 3818 517 814 3205 33555 600 96 34 512 191 39 579 26 22 53 112 65 1716 364 11680 275 20 61475 31 24 6514 163 76
internal_value=5.42332e-06 5.00113e-05 0.000234573 0.000229449 0.000145264 0.000167503 0.000125278 0.00109128 -0.000264142 0.00126611 -0.00193889 0.000855946 0.0067385 -7.07579e-05 0.0160522 0.00116474 0.00959858 0.000328051 0.00153705 0.000877519 0.000999156 0.000890859 -0.000786073 6.69811e-05 0.000234612 0.00126894 0.0138026 0.00118765 0.00587939 -0.00057444
internal_weight=1.32604e+06 560568 126621 126576 112024 111210 108005 6147 2329 1217 1112 1183 161 1022 65 831 75 756 644 14552 14035 13671 1991 101858 68303 6828 44 6784 270 107
internal_count=1326043 560568 126621 126576 112024 111210 108005 6147 2329 1217 1112 1183 161 1022 65 831 75 756 644 14552 14035 13671 1991 101858 68303 6828 44 6784 270 107
cat_boundaries=0 1 2
cat_threshold=6179 85
is_linear=0
shrinkage=0.05


Tree=520
num_leaves=31
num_cat=0
split_feature=36 60 90 58 35 36 9 78 5 98 95 126 34 93 91 76 90 77 34 112 52 98 65 104 125 61 11 111 4 60
split_gain=1.01829 2.07703 2.9363 2.62153 1.70594 1.61068 1.64606 1.36402 1.22061 1.16981 1.14908 2.59522 1.42398 0.960474 0.952062 1.70752 3.39104 2.31679 2.58523 2.7443 4.37202 2.26441 3.50541 2.56598 3.85159 2.57423 2.56568 2.47226 2.75356 2.12113
threshold=6.9500000476837167 0.38292869925498968 -0.95115655660629261 295.07864379882818 8.4499998092651385 7.1499998569488534 12.550000190734865 32.875000000000007 13.449999809265138 -0.8813362419605254 0.35901103913784033 0.90992662310600292 8.3499999046325701 -0.069747749716043458 0.51753437519073497 19.494999885559086 -0.59959858655929554 7.4749999046325692 14.650000095367433 0.53727915883064281 0.54500001668930065 -0.81357401609420765 10.574999809265138 -0.44280506670475001 0.94260558485984813 0.34094557166099554 13.050000190734865 0.69131639599800121 8.1500000953674334 0.23148609697818759
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 -3 6 -2 -6 -5 -8 13 -12 -13 -4 -7 17 21 18 -16 -20 -21 -17 23 24 26 -25 27 28 -23 -19
right_child=5 3 10 8 7 14 9 -9 -10 -11 11 12 -14 -15 15 16 -18 29 19 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.014075979522573924 -0.0091179595017634642 -0.0053341184406437807 -0.0010399743313750914 0.0096968865348026154 0.018592240005022003 3.5008314425110561e-07 0.010772203302476555 0.0013068594746291637 0.027165511548519136 -0.0026677769806016894 0.011883711483096705 -0.015080694827095918 0.0025303141975944691 -0.01258549877810749 -0.0021700695550277743 -0.0024487656737576325 -0.0034064637632902212 0.003634651427103652 -4.3624277909945383e-05 0.028352054936641998 0.0022946660072193483 0.019053127644828669 -0.0017882372558350368 0.0037224564290441135 0.025040782755240798 -0.010633945968002082 0.013141742518055253 -0.0021169979616792664 0.00058026817020808547 0.00029815880001303995
leaf_weight=29 98 36 31 20 21 1314949 20 25 20 85 32 24 22 43 2060 505 1293 565 2037 22 60 38 373 102 28 45 80 117 43 3036
leaf_count=29 98 36 31 20 21 1314949 20 25 20 85 32 24 22 43 2060 505 1293 565 2037 22 60 38 373 102 28 45 80 117 43 3036
internal_value=-3.43903e-06 0.0028948 -0.000503885 0.00793712 0.00281805 -4.10152e-06 -0.00445752 0.00919801 0.0184312 -0.000107781 -0.00328557 0.000948833 -0.00665804 -0.00774886 -3.41941e-06 -0.000479841 -0.0015828 -0.00010784 -0.000908777 0.000317396 0.00928567 0.000188795 0.00180135 0.00475701 0.00736524 -0.000672361 0.00558497 0.00253173 0.00924655 0.000821657
internal_weight=1.32586e+06 303 181 122 82 1.32556e+06 203 46 40 105 152 78 46 74 1.32535e+06 10404 2624 7780 4179 2119 82 1331 826 453 306 147 278 198 81 3601
internal_count=1325859 303 181 122 82 1325556 203 46 40 105 152 78 46 74 1325353 10404 2624 7780 4179 2119 82 1331 826 453 306 147 278 198 81 3601
is_linear=0
shrinkage=0.05


Tree=521
num_leaves=31
num_cat=0
split_feature=36 60 90 58 35 36 9 78 5 98 95 126 24 82 91 113 102 77 34 39 26 102 76 90 77 88 33 105 10 58
split_gain=0.919005 1.87452 2.65001 2.36593 1.53962 1.45364 1.48557 1.23102 1.1016 1.05576 1.03705 2.34219 1.3482 0.946948 0.859236 1.60992 2.1303 2.53793 2.20575 1.8727 1.75579 1.53997 1.48643 3.58518 2.85586 2.69075 2.43451 2.22825 2.43651 2.15907
threshold=6.9500000476837167 0.38292869925498968 -0.95115655660629261 295.07864379882818 8.4499998092651385 7.1499998569488534 12.550000190734865 32.875000000000007 13.449999809265138 -0.8813362419605254 0.35901103913784033 0.90992662310600292 317.50000000000006 317.78631591796881 0.51753437519073497 -0.0087262028828264497 -0.20500077307224271 4.0650000572204599 14.949999809265138 16.94999980926514 305.50000000000006 -0.97547411918640126 19.494999885559086 -0.59959858655929554 7.4749999046325692 -0.26464137434959406 12.750000000000002 -0.51492205262184132 8.2500000000000018 111.06040954589845
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 -3 6 -2 -6 -5 -8 13 -12 -13 -4 -7 22 20 18 -18 -20 21 -17 24 -24 26 -25 -16 -28 29 -29
right_child=5 3 10 8 7 14 9 -9 -10 -11 11 12 -14 -15 15 16 17 -19 19 -21 -22 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=0.013372180286537985 -0.0086620615056076811 -0.005067412518999643 0.0016241483035544764 0.0092120422376319767 0.017662628039362884 3.3257951978511344e-07 0.010233593126758934 0.0012415165454149248 0.025807235867250714 -0.0025343881462536314 0.011289525786196464 0.0034346237126737832 -0.013832644287210245 -0.010921735249740898 -0.0034602050631551231 0.0044111743141725971 0.003336795976307864 0.0024562726593917693 0.032090661022812127 0.010453322427347304 0.01379111729384888 -0.0027963926249388975 0.00015452826957999867 -0.0019257140689151128 0.00077306122639708534 -0.0068873620478552763 -0.0009131253272701116 0.021948422068222007 -0.0041152344296278903 0.0051535533809619416
leaf_weight=29 98 36 21 20 21 1314949 20 25 20 85 32 20 26 53 914 98 30 191 20 20 21 304 1304 800 3485 415 2569 22 64 147
leaf_count=29 98 36 21 20 21 1314949 20 25 20 85 32 20 26 53 914 98 30 191 20 20 21 304 1304 800 3485 415 2569 22 64 147
internal_value=-3.26708e-06 0.00275006 -0.000478691 0.00754026 0.00267715 -3.89645e-06 -0.00423465 0.00873811 0.0175096 -0.000102392 -0.00312129 0.000901392 -0.00632514 -0.00736142 -3.24844e-06 -0.000455849 0.0018888 0.00544112 0.0135855 0.021272 -0.000303061 -0.00103932 -0.000620842 -0.00166627 -0.00025514 -0.00362043 -0.00121943 -0.000488493 0.0041934 0.00733987
internal_weight=1.32586e+06 303 181 122 82 1.32556e+06 203 46 40 105 152 78 46 74 1.32535e+06 10404 684 261 70 40 423 402 9720 2519 7201 1215 3716 2802 233 169
internal_count=1325859 303 181 122 82 1325556 203 46 40 105 152 78 46 74 1325353 10404 684 261 70 40 423 402 9720 2519 7201 1215 3716 2802 233 169
is_linear=0
shrinkage=0.05


Tree=522
num_leaves=31
num_cat=0
split_feature=36 89 69 85 63 29 23 21 36 9 124 6 93 6 91 113 68 93 30 23 54 4 112 86 9 62 115 99 16 88
split_gain=0.829402 1.74104 2.16604 1.93587 1.84383 1.57743 1.5901 1.42567 1.31191 1.34073 0.961806 0.850936 1.21655 0.843958 0.775461 1.45295 2.5789 1.78291 2.01629 2.09772 1.82408 1.5734 2.23652 1.9606 1.67048 1.46496 2.75263 3.8338 2.54722 2.25412
threshold=6.9500000476837167 -0.98345625400543202 298.15603637695318 0.85691481828689586 0.24283204972743991 1013.7500000000001 5.5650000572204599 5.8450000286102304 7.1499998569488534 12.550000190734865 0.90992662310600292 13.84999990463257 0.35587367415428167 13.949999809265138 0.51753437519073497 -0.0087262028828264497 266.63516235351568 0.98482540249824535 1009.1499938964845 7.7049999237060556 7.0450000762939462 4.0499999523162851 -0.43049471080303187 0.87521320581436168 3.3500000238418584 0.19054993242025378 -0.78257837891578663 -0.95715269446372975 6.0650000572204599 0.65192922949790966
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 7 -5 -6 -7 -3 9 -2 13 12 -8 -11 -10 25 17 18 -17 -20 -21 24 -23 -24 -18 26 27 28 -16 -28
right_child=8 3 -4 4 5 6 11 -9 14 10 -12 -13 -14 -15 15 16 21 -19 19 20 -22 22 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.022421939687236495 -0.0082289584102204112 -0.0098448292052891271 0.0011606395300477743 0.015196980922482908 0.010330303327033394 0.0074026378802955154 -0.0092254081740975376 0.0047206444432958961 3.1595021358154227e-07 0.012521497236395424 -0.0040045416732836098 -0.013647729028826175 0.0064231644991947258 -0.0016700192727148533 0.017950191431575353 0.011167818125720848 0.0055289038736373187 0.014649036927148702 -0.0027659414031774793 0.014631133362916963 -0.0030521723702549939 -0.0056660010109356208 0.015245059256030377 -0.0037038934184238318 0.021334794542053715 -0.00075801993553405503 0.0034058002935363103 -0.0073290538535880486 0.00069680442983845203 0.019220892576655994
leaf_weight=23 98 56 25 30 38 34 27 24 1314949 22 63 23 23 20 27 34 35 20 398 35 25 42 43 20 32 9041 368 157 103 24
leaf_count=23 98 56 25 30 38 34 27 24 1314949 22 63 23 23 20 27 34 35 20 398 35 25 42 43 20 32 9041 368 157 103 24
internal_value=-3.10373e-06 0.00261256 0.0113483 0.000968175 0.00391371 0.00157924 -0.00152861 -0.00547519 -3.70162e-06 -0.00402291 -9.72721e-05 -0.00568837 -0.00202706 0.00576363 -3.08602e-06 -0.000433056 0.00179436 1.48969e-05 -0.000579987 -0.00145209 0.00726309 0.00709135 0.00327131 0.00922952 0.013078 -0.0005898 0.00165007 -0.00207051 0.0042802 0.00437407
internal_weight=1.32586e+06 303 48 255 175 145 107 80 1.32556e+06 203 105 73 50 42 1.32535e+06 10404 684 512 492 458 60 172 105 63 67 9720 679 287 130 392
internal_count=1325859 303 48 255 175 145 107 80 1325556 203 105 73 50 42 1325353 10404 684 512 492 458 60 172 105 63 67 9720 679 287 130 392
is_linear=0
shrinkage=0.05


Tree=523
num_leaves=31
num_cat=0
split_feature=56 90 20 21 113 22 66 88 60 81 18 116 60 81 125 33 41 96 62 53 62 60 33 103 75 78 93 90 3 123
split_gain=0.803896 2.71241 2.21178 3.31251 3.74879 3.39598 2.96819 2.73359 2.46027 2.21571 2.00722 1.95378 2.11748 1.85544 1.84537 1.82579 1.69509 1.96852 2.94628 1.62453 2.39163 1.5318 1.53168 1.44861 1.54288 1.61865 1.94237 1.38019 1.64317 1.43166
threshold=347.33976745605474 -0.1676790118217468 6.4149999618530282 5.0150001049041757 -0.80382624268531788 5.7449998855590829 12.085000038146974 -0.17478485405445096 0.27454213798046118 326.06408691406256 14.039999961853029 0.93663650751113903 0.48158860206604009 345.99299621582037 0.99901017546653759 14.949999809265138 1.2500000000000002 -0.62502673268318165 0.50093171000480663 0.90500000119209301 0.27647173404693609 0.29604664444923406 13.050000190734865 0.67772415280342113 0.88747811317443859 25.23499965667725 0.65028661489486705 -0.020197968930006024 345.50000000000006 -0.67556449770927418
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 3 -3 5 -5 7 8 -6 -8 11 12 14 21 -2 -12 17 -14 -19 -9 -21 22 -13 -23 25 26 -25 28 -4 -29
right_child=1 2 27 4 6 -7 9 19 -10 -11 15 13 16 -15 -16 -17 -18 18 -20 20 -22 23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-1.1774611606260606e-06 -0.00314376230211744 -0.0062460984746899664 -0.0015648064239940141 0.005554070014757319 0.021352212879292926 0.030871624582343632 0.0051751603250918187 -0.0059088622380276271 0.0017832560943336123 0.027638766896866618 0.0013903234714896164 0.020039863228941194 -0.0047003132253381858 -0.0030219837782640823 -0.014930944002973026 0.017749251059823386 -0.010652286596596242 0.024440065795636696 0.0036992021467981504 0.012384973410516979 -0.0050157738801760556 -0.0062875819175915657 0.0027065385803580286 0.012310167069716211 -0.0057458411804550604 0.012601828429121839 -0.0067566747992874729 0.0065232757407312214 0.014042185778872899 -0.0062316637010789008
leaf_weight=1323121 1420 63 48 26 29 27 23 95 36 21 66 26 37 166 34 23 20 23 67 40 39 43 25 22 31 59 34 26 26 143
leaf_count=1323121 1420 63 48 26 29 27 23 95 36 21 66 26 37 166 34 23 20 23 67 40 39 43 25 22 31 59 34 26 26 143
internal_value=-2.94854e-06 -0.000858812 0.00198473 0.00427502 0.00624773 0.0184517 0.00396218 0.00176508 0.010514 0.0158964 -0.00172978 -0.00205561 -0.00284121 0.00104229 -0.00341939 0.00561791 0.00287762 0.00500832 0.00899965 -0.00150321 0.00379473 0.00385341 0.0115431 0.0017784 0.004154 0.00682265 0.00073387 -0.00177587 0.00391873 -0.00426937
internal_weight=1.32586e+06 2738 642 399 336 53 283 239 65 44 2096 2007 1601 406 1454 89 147 127 90 174 79 240 51 189 146 115 56 243 74 169
internal_count=1325859 2738 642 399 336 53 283 239 65 44 2096 2007 1601 406 1454 89 147 127 90 174 79 240 51 189 146 115 56 243 74 169
is_linear=0
shrinkage=0.05


Tree=524
num_leaves=31
num_cat=0
split_feature=59 61 21 88 7 102 33 123 12 13 6 20 33 114 97 72 100 94 33 91 123 76 98 100 90 72 90 63 66 72
split_gain=0.771643 2.85229 4.67256 5.36993 3.30122 3.10986 3.00122 2.29742 3.43968 2.36302 2.03279 2.24606 3.92185 1.98884 1.97002 3.16039 2.90038 2.12523 2.86189 1.96889 1.57381 1.51325 1.73511 1.41103 1.63129 1.37604 1.69253 1.37067 1.35672 1.89083
threshold=347.08828735351568 0.29077567160129553 6.1250000000000009 -0.99619057774543751 13.050000190734865 -0.47231419384479517 15.34999990463257 -0.81408452987670887 2.3850001096725468 3.3750000000000004 1.1500000357627871 6.6949999332427987 12.34999990463257 -0.67556449770927418 -0.95579567551612843 0.35229548811912542 1.0000000180025095e-35 -0.97057151794433583 12.84999990463257 -0.1951574236154556 -0.62249094247817982 34.864999771118171 -0.45668251812458033 -0.20539562404155728 -0.8342737853527068 0.59718549251556408 -0.9344331920146941 0.33467724919319158 1.3550000190734866 0.67960840463638317
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 -5 7 -4 10 13 -9 12 -12 -10 15 -3 -16 18 -18 -17 23 -15 -23 -7 -25 -21 -27 -13 -22 -30
right_child=1 14 6 4 -6 20 -8 8 9 -11 11 27 -14 21 16 19 17 -19 -20 25 28 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-4.5499025235432821e-06 0.020694094930465024 0.021555247902870181 -0.010167908055591398 0.012999808011696704 0.013896876614650383 0.013446678612381219 0.022303582570748406 -0.0006401173601096327 0.0092817963733388166 0.015044919957484429 0.0079579311064802687 0.015330190875877937 0.033754666768671837 -0.010211790647978586 -0.0080879454548266946 0.013615697759087199 -0.0019731500395774393 -0.00062193767650876332 0.020240104127803756 -0.0036676934862598072 -0.010939165265845527 -0.0080543829500675217 0.012294110816649417 0.0071978161822220214 -0.0058065329410248636 0.014221409053331422 -0.00012641143832416808 -0.001100898390127854 -0.00030237000476493426 -0.010953233114861211
leaf_weight=1323078 30 23 20 31 34 20 32 22 37 30 26 30 34 51 128 32 29 1491 29 105 81 20 22 38 66 31 61 22 148 58
leaf_count=1323078 30 23 20 31 34 20 32 22 37 30 26 30 34 51 128 32 29 1491 29 105 81 20 22 38 66 31 61 22 148 58
internal_value=-2.80111e-06 0.000829196 0.00323861 0.000176718 -0.00111639 -0.00227126 0.00771642 0.00622983 0.00734532 0.00239597 0.013255 0.0159844 0.0225761 -0.000523016 -0.000234996 0.00388698 -0.000854397 -0.000256661 0.00913348 0.00211243 -0.00342309 -0.00442386 0.00260435 0.00128403 -0.00105494 0.000243882 0.00470818 0.00837858 -0.00545683 -0.00330116
internal_weight=1.32586e+06 2781 852 506 476 442 346 314 294 160 134 112 60 130 1929 252 1677 1549 58 229 411 93 42 124 104 197 92 52 287 206
internal_count=1325859 2781 852 506 476 442 346 314 294 160 134 112 60 130 1929 252 1677 1549 58 229 411 93 42 124 104 197 92 52 287 206
is_linear=0
shrinkage=0.05


Tree=525
num_leaves=31
num_cat=0
split_feature=75 78 39 32 64 116 31 2 115 132 60 69 0 20 66 54 58 124 65 63 97 38 103 107 57 85 124 53 39 108
split_gain=1.13157 1.7566 2.23153 2.22072 2.18975 2.87357 2.37989 2.38148 2.33818 3.06973 2.07012 3.38149 2.3544 2.46332 1.92675 1.91197 2.92031 2.80549 3.11726 1.90522 2.11129 2.42561 1.89637 1.69403 2.4983 3.04022 2.62639 2.22714 2.58244 1.94983
threshold=0.84309181571006786 12.204999923706056 14.34999990463257 14.949999809265138 13.434999942779543 0.6755644977092744 1013.3500061035157 109.50000000000001 -0.99353402853012074 1018.9500122070314 0.32603526115417486 266.36421203613287 336.50000000000006 7.0350000858306894 0.55500000715255748 10.135000228881838 305.88233947753912 -0.50751903653144825 22.244999885559086 0.32608905434608465 -0.66383692622184742 17.550000190734867 -0.79590049386024464 -0.90768852829933155 327.98312377929693 0.81014978885650646 0.90255093574523937 7.9149999618530282 10.949999809265138 0.77418524026870739
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 22 4 5 -4 7 8 9 -6 11 -5 19 -14 -12 16 17 18 -9 -13 -21 -22 -2 24 -24 -26 -27 28 -25 -30
right_child=1 -3 3 10 6 -7 -8 15 -10 -11 14 12 13 -15 -16 -17 -18 -19 -20 20 21 -23 23 27 25 26 -28 -29 29 -31
leaf_value=1.4646318565020493e-05 -0.0099959263672085054 5.0822647342525893e-05 0.00037631757181492449 -0.0083460510814433349 -0.00053669404504554606 -0.0027644998003782842 0.00066374885703765376 0.0044591369436067698 0.00059030490805938446 0.02683411090634763 0.0036399218444813381 -0.0075659259493431443 0.022963939225301148 0.00072591786526820883 -0.00027684783209259089 0.0022045719462077599 0.025418974676479897 0.0031913302738757923 0.019543883483034416 -0.0015803085689730868 0.0003436431649231142 0.022677809590240943 -0.00019918432213872299 0.00025856761291178672 -0.0011290702827112832 0.027574929271269446 0.0038009318866811339 -0.00033557949158198271 -0.0017849850038172401 0.00053182892182671612
leaf_weight=1169648 52 72801 5194 202 21 847 4236 68 851 20 323 119 20 33 11251 343 21 256 69 497 31 20 29129 2419 46 26 21 17019 9251 1007
leaf_count=1169648 52 72801 5194 202 21 847 4236 68 851 20 323 119 20 33 11251 343 21 256 69 497 31 20 29129 2419 46 26 21 17019 9251 1007
internal_value=-2.23352e-06 -0.000128638 -0.000285306 0.000116609 0.000604659 -6.4052e-05 0.0012911 0.00290264 0.0011522 0.0128149 -0.000349179 -0.0026293 -0.00102544 0.00911762 -0.000167541 0.00496525 0.00725248 0.00628176 0.0120566 -0.00183141 -0.000586139 0.00910214 -0.000451757 -0.000443333 -0.000173062 0.00800893 0.0169525 -0.000709291 -0.001211 -0.00155755
internal_weight=1.32584e+06 156193 83392 24422 11926 6041 5885 1649 892 41 12496 922 720 53 11574 757 414 393 137 667 548 51 58970 58918 29222 93 47 29696 12677 10258
internal_count=1325841 156193 83392 24422 11926 6041 5885 1649 892 41 12496 922 720 53 11574 757 414 393 137 667 548 51 58970 58918 29222 93 47 29696 12677 10258
is_linear=0
shrinkage=0.05


Tree=526
num_leaves=31
num_cat=2
split_feature=75 78 136 35 25 69 20 124 125 97 68 35 24 80 35 123 72 76 20 90 102 122 117 16 32 38 136 100 132 20
split_gain=1.02124 1.58533 2.07693 2.4173 2.3648 2.35802 1.75862 3.2963 2.54816 1.97488 1.67052 1.65934 1.63518 2.49819 2.63078 3.03139 2.77991 2.8887 2.43988 4.50864 2.34678 1.95704 1.74157 1.61128 1.51684 1.49616 2.03976 3.00015 2.80038 2.76006
threshold=0.84309181571006786 12.204999923706056 0 10.150000095367433 205.50000000000003 330.63557434082037 7.0950000286102304 0.94260558485984813 0.97233289480209362 -0.73707902431488026 328.64584350585943 11.650000095367433 277.50000000000006 302.28707885742193 4.3500001430511483 -0.70088258385658253 0.85722583532333385 28.454999923706058 5.9749999046325692 -0.80679905414581288 0.7906845510005952 0.97625884413719188 0.9996192753314973 3.9249999523162846 12.050000190734865 14.34999990463257 1 0.23163618147373202 1019.8500061035157 7.5950000286102304
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 1 2 2 2
left_child=-1 2 4 10 -2 6 7 11 -9 24 -4 -6 -3 -14 15 16 17 -15 19 -17 -20 22 -16 -5 -10 -25 27 28 -27 -29
right_child=1 12 3 23 5 -7 -8 8 9 -11 -12 -13 13 14 21 18 -18 -19 20 -21 -22 -23 -24 25 -26 26 -28 29 -30 -31
leaf_value=1.3914002265588822e-05 0.016314058706164362 -0.00066583812617217414 -0.0011289578856854088 0.013625458352977321 0.0031957793883052874 -0.0039070556432712128 0.00066556620831876223 0.019092050555380102 0.0046365679765585808 0.0011932990050584238 0.010689377200712141 -0.0042483678830941337 0.000524363855648813 0.0086710902582854046 -0.00013982403989725841 0.028312450060215984 0.0027494338723287608 0.032849954691482712 0.00032181981844839715 -0.0029947324817919214 0.010342802219055293 -0.0044336145822816532 -0.0077662811490396659 -0.00039156899969628291 0.020286075329931919 0.0026329251419782863 -0.00021496197042420972 -0.00099489000812961505 0.014976810084772297 0.0011539295583600851
leaf_weight=1169648 25 7221 9023 21 239 238 2297 47 30 93 30 109 24666 30 39338 23 60 21 1013 23 62 269 75 46882 32 1074 16795 2373 48 4036
leaf_count=1169648 25 7221 9023 21 239 238 2297 47 30 93 30 109 24666 30 39338 23 60 21 1013 23 62 269 75 46882 32 1074 16795 2373 48 4036
internal_value=-2.12185e-06 -0.000122206 -0.000271041 -0.000320165 0.000994888 0.000873971 0.00127365 0.00381323 0.00889383 0.00580147 -0.00108979 0.000864136 4.82815e-05 0.000126913 -0.0001127 0.00216275 0.0100446 0.0186271 0.00138231 0.0126589 0.000899774 -0.000183345 -0.000154337 -0.000222393 0.0127137 -0.000226477 9.16961e-05 0.000774835 0.00316101 0.000358306
internal_weight=1.32584e+06 156193 83392 80282 3110 3085 2847 550 202 155 9053 348 72801 65580 40914 1232 111 51 1121 46 1075 39682 39413 71229 62 71208 24326 7531 1122 6409
internal_count=1325841 156193 83392 80282 3110 3085 2847 550 202 155 9053 348 72801 65580 40914 1232 111 51 1121 46 1075 39682 39413 71229 62 71208 24326 7531 1122 6409
cat_boundaries=0 1 2
cat_threshold=16 896
is_linear=0
shrinkage=0.05


Tree=527
num_leaves=31
num_cat=2
split_feature=72 60 52 88 64 52 136 36 37 118 4 29 30 60 93 38 122 89 20 136 61 134 85 52 105 31 61 118 58 53
split_gain=0.90759 3.32374 3.62913 2.9374 2.87338 4.90125 5.05406 3.97564 5.81823 4.15534 3.74319 3.4433 3.42694 3.77571 3.4057 3.24912 3.1702 2.93572 2.84886 4.24758 4.81029 3.98736 3.32684 2.83603 2.8314 2.81807 3.41976 3.72371 3.5569 3.1555
threshold=0.57779052853584301 0.40924187004566198 0.064999999478459372 -0.99996745586395253 2.5649999380111699 0.74500000476837169 0 14.449999809265138 13.250000000000002 -0.14780378341674802 3.5499999523162846 1017.6499938964845 1011.8500061035157 0.41332770884037023 -0.74963435530662526 18.94999980926514 -0.59480014443397511 -0.92056530714035023 6.9949998855590829 1 0.29364170134067541 1014.8500061035157 0.82740500569343578 1.0000000180025095e-35 -0.92180797457694996 1013.6499938964845 0.33043836057186132 -0.99535831809043873 193.62247467041018 4.8650000095367441
decision_type=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 2
left_child=4 18 3 -3 -1 6 11 8 16 -10 15 -6 13 17 -11 -7 -8 -9 19 20 22 23 -2 -20 -17 29 27 -27 -29 -25
right_child=1 2 -4 -5 5 10 7 12 9 14 -12 -13 -14 -15 -16 24 -18 -19 21 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=6.8038144330764669e-06 0.00020037831326132939 0.01870625994892584 6.8977093067038239e-06 0.0020786903794839779 -0.00049011884480523022 0.00069247611791593681 -0.0019803687637880902 0.02869943651402819 0.034529565599072602 0.032173736784607172 -2.3075504231051524e-05 0.0054073450434482841 -4.3015320986604037e-05 -0.0076901059442510203 0.0095134447154123346 -0.0002716321345059532 0.010234199351117274 0.0081139786612935538 -0.011892160387677059 -0.00033678807502051939 -4.1943136716908344e-05 0.0057071136778108949 0.0024084574713871157 0.00048605187281882143 0.0046689100066899577 0.016447632952972694 -0.00064590121058451157 -0.0047737716352013806 -0.0015940163520650032 -0.0013652356440649006
leaf_weight=758357 2835 27 393387 1634 1038 15008 98 29 29 20 31750 325 295 21 97 411 116 43 57 68959 15449 241 4283 7505 985 27 13506 1071 4918 3320
leaf_count=758357 2835 27 393387 1634 1038 15008 98 29 29 20 31750 325 295 21 97 411 116 43 57 68959 15449 241 4283 7505 985 27 13506 1071 4918 3320
internal_value=-2.01584e-06 -5.37413e-05 1.67451e-05 0.00234898 3.10694e-05 0.000397168 0.00275527 0.00602603 0.00989091 0.0175865 0.000293792 0.000909427 0.00259537 0.0109644 0.013387 0.000907091 0.00464061 0.0164053 -0.000281664 -0.000141953 0.00045336 -0.000698931 0.00152901 -0.000749709 0.00321435 -0.00072878 -0.00108757 -0.00207912 -0.00216265 -8.17333e-05
internal_weight=1.32584e+06 517219 395048 1661 808622 50265 2111 748 360 146 48154 1363 388 93 117 16404 214 72 122171 91526 22567 30645 7118 30404 1396 30347 19522 6016 5989 10825
internal_count=1325841 517219 395048 1661 808622 50265 2111 748 360 146 48154 1363 388 93 117 16404 214 72 122171 91526 22567 30645 7118 30404 1396 30347 19522 6016 5989 10825
cat_boundaries=0 1 2
cat_threshold=1265 162
is_linear=0
shrinkage=0.05


Tree=528
num_leaves=31
num_cat=2
split_feature=25 90 2 65 7 30 127 125 84 35 109 2 117 75 81 28 103 121 34 74 78 136 27 136 89 74 55 122 123 125
split_gain=0.950445 2.77077 2.49839 3.00172 2.03118 1.95073 1.9713 1.96079 2.45873 2.52064 2.02091 2.01891 1.90351 1.86242 2.06106 2.35027 2.95348 2.76416 2.01915 1.88156 2.33586 1.77258 1.72199 2.1063 1.88168 1.7448 1.87743 1.69942 2.40782 2.05251
threshold=185.50000000000003 -0.2702909111976623 271.50000000000006 0.46500000357627874 9.6500000953674334 1018.1499938964845 0.44618082046508795 -0.46173103153705591 0.56513077020645153 11.949999809265138 -0.75083780288696278 246.50000000000003 -0.35019405186176294 0.72588554024696361 327.91094970703131 1014.9500122070314 -0.22727308422327039 -0.5663846731185912 12.84999990463257 0.72956910729408275 0.99500000476837169 0 167.50000000000003 1 -0.99940201640129078 0.42845842242240911 16.634999275207523 1.0000000180025095e-35 -0.095842104405164705 -0.0087262028828264185
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 2 2
left_child=1 2 5 4 -4 6 12 10 -9 -10 -8 27 -1 14 -3 -16 -17 -18 -19 -15 -21 -7 23 -5 -24 -26 -27 28 29 -11
right_child=-2 13 3 22 -6 21 7 8 9 11 -12 -13 -14 19 15 16 17 18 -20 20 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00043845973441598531 -1.1148232812712755e-05 5.5468283735504823e-05 0.005273370638640253 -0.001449465889796923 0.020745321638558224 0.0011892363366556085 0.012270285504368636 0.020070846782376372 -0.0052948504499748684 -0.0046019173186758293 -0.0024667092684310821 -0.00078796274229434547 -0.0034106592940135183 -0.0030117328489297508 -0.0022338832128350962 0.023567485857555377 -0.010926762196634498 -0.0033248280471360144 0.014552241755050741 -0.01558090991942057 0.00016377372927530036 -0.003074372030903722 0.013541105589053285 0.0059724381176612176 -0.0005254349628278478 0.0017849267923204645 -0.0030966063091682375 0.0049514954536633181 0.02438217565106849 0.015111604705452919
leaf_weight=5531 1265637 43745 273 129 23 355 26 24 68 23 221 116 341 1000 69 28 21 22 56 24 1276 754 30 367 1409 3713 208 291 30 31
leaf_count=5531 1265637 43745 273 129 23 355 26 24 68 23 221 116 341 1000 69 28 21 22 56 24 1276 754 30 367 1409 3713 208 291 30 31
internal_value=-1.91517e-06 0.000192187 0.000809466 0.00156309 0.00647558 0.000215905 0.00053733 0.00281819 0.00440002 0.00372721 -0.000915447 0.00497671 0.000214933 5.79204e-06 7.83899e-05 0.00519423 0.00922998 0.00517492 0.00950999 -0.00138117 -0.000126897 -0.00172655 0.00131478 0.00413333 0.00105396 0.000983678 0.00152597 0.00675991 0.0130248 0.0067151
internal_weight=1.32584e+06 60204 13963 6152 296 7811 6702 830 583 559 247 491 5872 46241 43941 196 127 99 78 2300 1300 1109 5856 496 5360 5330 3921 375 84 54
internal_count=1325841 60204 13963 6152 296 7811 6702 830 583 559 247 491 5872 46241 43941 196 127 99 78 2300 1300 1109 5856 496 5360 5330 3921 375 84 54
cat_boundaries=0 1 2
cat_threshold=1232 1090
is_linear=0
shrinkage=0.05


Tree=529
num_leaves=31
num_cat=2
split_feature=75 13 20 86 76 6 121 98 21 35 17 24 136 85 35 136 116 53 20 35 74 62 94 118 55 66 61 124 89 57
split_gain=0.896779 1.49955 2.01262 3.25348 2.16737 2.23346 1.62719 2.41309 2.14961 2.00954 1.63284 1.58915 2.93745 2.07933 1.91857 2.05203 2.15646 1.89918 2.14539 1.86926 1.73605 2.46542 2.02909 1.69766 1.56789 1.83913 2.048 1.47713 1.48562 1.45214
threshold=0.84309181571006786 1.8550000190734866 5.555000066757203 0.89338579773902904 35.655000686645515 11.84999990463257 -0.59480014443397511 -0.75519287586212147 5.4049999713897714 8.5500001907348651 10.405000209808351 324.50000000000006 0 0.78511512279510509 10.150000095367433 1 -0.81408452987670887 0.58499997854232799 6.1150000095367441 8.4499998092651385 0.77438673377037059 0.56355309486389171 -0.98010826110839833 0.89490029215812694 2.2350000143051152 3.5149999856948857 0.28014895319938665 -0.52247866988182057 0.43079625070095068 182.63382720947268
decision_type=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 2 2
left_child=-1 11 3 6 24 -6 7 -3 -9 10 -8 12 13 -2 15 16 -14 18 -15 -19 22 29 -13 27 25 26 -5 28 -16 -22
right_child=1 2 -4 4 5 -7 9 8 -10 -11 -12 20 14 17 23 -17 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.3208513664149728e-05 -0.00067645991441937304 0.00010494582131695078 -4.7471571343993106e-05 0.02161644676869566 0.027385324958179681 0.0069697092312413292 0.014357889281339329 0.021805877084362098 0.0037301054224371912 -0.0025757291297362483 -0.0013783016911474988 0.016472668599869525 0.0092122977299839964 0.0030668175518512725 -0.00098834661338592818 -0.0032660982913919005 -0.00089633194073391882 0.016459703702410615 0.023053996528274029 0.00280985954832998 -0.011565294854536459 0.00040858059544197477 0.00014261414866322781 0.0098928988933926695 0.0088541835326488311 -0.00036568977947657312 0.0032529593901518654 -0.00011410697518265015 0.0094890677315347342 -0.0041890982832876031
leaf_weight=1169648 253 147 116912 22 21 37 34 29 38 481 32 21 54 25 6881 1117 2296 27 29 353 77 301 202 41 118 210 49 25852 34 500
leaf_count=1169648 253 147 116912 22 21 37 34 29 38 481 32 21 54 25 6881 1117 2296 27 29 353 77 301 202 41 118 210 49 25852 34 500
internal_value=-1.81842e-06 -0.000114347 -2.64064e-05 0.00199557 0.00533026 0.0143616 -6.99297e-06 0.00368945 0.0115539 -0.00145313 0.00672822 -0.000387275 -0.000331516 0.00288434 -0.000393107 -0.0015118 -0.000661235 0.00502656 0.0138007 0.00377972 -0.00225918 -0.00325979 0.00168042 -0.000275008 0.00401743 0.00198634 0.00894305 -0.000287731 -0.000936831 -0.00517344
internal_weight=1.32584e+06 156193 118130 1218 457 58 761 214 67 547 66 38063 36962 687 36275 3467 2350 434 54 380 1101 878 223 32808 399 281 71 32767 6915 577
internal_count=1325841 156193 118130 1218 457 58 761 214 67 547 66 38063 36962 687 36275 3467 2350 434 54 380 1101 878 223 32808 399 281 71 32767 6915 577
cat_boundaries=0 1 2
cat_threshold=16 197
is_linear=0
shrinkage=0.05


Tree=530
num_leaves=31
num_cat=2
split_feature=32 81 37 77 119 29 53 136 81 122 12 94 123 136 68 120 60 58 15 20 73 68 71 58 19 38 37 120 86 61
split_gain=0.778514 2.63481 1.78992 3.93826 3.29571 3.06143 3.72809 6.02554 4.96019 4.3432 3.53866 2.99791 2.82487 2.91225 3.42271 5.17636 2.79619 2.54288 2.44169 3.50739 2.80592 2.51622 2.41826 3.20175 2.43824 2.37513 2.34774 2.20891 2.15707 2.1429
threshold=10.550000190734865 316.24801635742193 10.949999809265138 14.605000019073488 0.14780378341674807 1018.1499938964845 5.1549999713897714 0 305.89360046386724 -0.59480014443397511 1.985000014305115 0.83051133155822765 -0.64942333102226246 1 316.98921203613287 -0.36648726463317866 0.30568602681159979 185.57107543945315 2.2150000333786015 5.9549999237060556 0.76476275920867931 307.34144592285162 282.45454406738287 320.65107727050787 10.405000209808351 10.250000000000002 9.1500000953674334 -0.85260769724845875 0.86889252066612255 0.28587456047534948
decision_type=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 2
left_child=1 -1 3 -2 -5 12 7 8 -7 -10 17 22 13 14 26 -16 -17 -9 -15 20 21 -20 24 -24 -12 28 -6 -21 -19 -14
right_child=2 -3 -4 4 5 6 -8 10 9 -11 11 -13 29 18 15 16 -18 25 19 27 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.8696663957833274e-05 1.5019644078543933e-05 -0.0006378823776641983 8.1608391548418815e-06 -0.00089258861940627794 -0.0059877067187827241 0.033600364634466751 0.00061404870389777108 -0.0081538461051726095 -1.0608053869671292e-06 0.024559511840343478 0.0089753367460344898 -0.00080897512456791086 0.0018987591527752719 -0.0049884367942339518 0.00095164840458892294 0.038122250157452769 0.013373526051640511 0.013759132778091777 -0.002993633693161731 -0.0082477580430624017 0.022190021777585632 0.014104579818936494 0.0046749268016931687 0.023628201282206093 0.026684356040249654 -0.0012721657304093242 0.0032924515659190586 0.00086542680357388113 0.00022116728349439135 4.1181340323496649e-05
leaf_weight=258556 38262 19058 992299 2193 71 31 1238 84 45 30 77 182 1954 191 46 21 25 62 48 73 31 39 714 23 26 250 1699 746 56 7557
leaf_count=258556 38262 19058 992299 2193 71 31 1238 84 45 30 77 182 1954 191 46 21 25 62 48 73 31 39 714 23 26 250 1699 746 56 7557
internal_value=3.93202e-06 -7.05168e-05 2.36521e-05 0.000299263 0.000920306 0.00117983 0.00266857 0.00427838 0.0153306 0.00982317 0.0033568 0.00500881 0.000844238 0.00218476 0.00339072 0.0128118 0.0246719 -0.000304232 0.000162571 0.0012143 0.00927352 0.00467108 0.00626933 0.00526641 0.0134456 0.00148753 0.0029202 5.31405e-05 0.00733434 0.000422814
internal_weight=1.32569e+06 277614 1.04807e+06 55774 17512 15319 2818 1580 106 75 1474 1022 12501 2990 1862 92 46 452 1128 937 118 87 840 737 103 368 1770 819 118 9511
internal_count=1325687 277614 1048073 55774 17512 15319 2818 1580 106 75 1474 1022 12501 2990 1862 92 46 452 1128 937 118 87 840 737 103 368 1770 819 118 9511
cat_boundaries=0 1 2
cat_threshold=2 212
is_linear=0
shrinkage=0.05


Tree=531
num_leaves=31
num_cat=2
split_feature=110 77 55 135 39 136 121 52 79 12 120 56 126 52 39 85 31 34 63 136 103 99 55 31 96 7 72 35 20 97
split_gain=0.764985 1.89667 2.33982 1.86672 1.78369 1.84625 3.87598 2.37646 2.33421 2.59952 2.29816 1.47775 1.46172 3.20101 1.55626 2.94911 5.28131 1.62018 2.31666 1.67448 2.06593 1.47366 1.43959 1.40602 1.33681 1.32587 1.30904 1.2364 1.21997 1.2164
threshold=-0.97263738512992848 8.4549999237060565 0.51499998569488536 1016.6499938964845 12.449999809265138 0 0.59480014443397533 4.0650000572204599 13.164999961853029 3.2949999570846562 0.62249094247818004 283.02070617675787 0.86159634590148937 3.8850001096725468 12.250000000000002 0.79439845681190502 1016.2500000000001 14.650000095367433 0.34874673187732702 1 0.13237363100051883 -0.80474069714546193 0.74500000476837169 1012.5499877929689 -0.97429507970809925 3.1499999761581425 0.32536472380161291 8.7500000000000018 9.0450000762939471 -0.54960772395133961
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 2 2 2 2 2 2
left_child=1 2 -1 12 5 6 7 11 -8 10 -10 -3 14 -14 15 26 24 22 25 20 21 -20 -16 -7 -17 -19 -4 -25 -23 -24
right_child=-2 4 3 -5 -6 23 8 -9 9 -11 -12 -13 13 -15 17 16 -18 18 19 -21 -22 28 29 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0052113237794777579 2.7936466949167931e-07 0.0049793800590406485 0.014023930514231326 0.017282875230303037 -0.00061881488648010761 0.0010639829520439161 0.0011474225111305714 1.334473569537901e-05 0.011495548715659727 0.0020057827156657977 0.032580706530383662 0.019361352883279323 0.025958239166066051 0.0020753250007785147 0.01153394846454224 0.031242321502594723 0.00089021110496319408 -0.0095789985789451748 9.7160855061156331e-05 0.00074803527378647133 0.012611018389664727 0.0094985028942431177 -0.00022491533301656659 0.0055368245582343018 0.015851886735600961 0.00021917298483488157 0.00079395692452860565 -0.0014496167942574672 -0.0033014451153576376 -0.0064790505851651057
leaf_weight=116 1314801 167 20 20 4419 2114 35 564 24 21 28 20 20 47 24 21 68 48 125 253 96 121 731 67 43 123 287 1155 22 87
leaf_count=116 1314801 167 20 20 4419 2114 35 564 24 21 28 20 20 47 24 21 68 48 125 253 96 121 731 67 43 123 287 1155 22 87
internal_value=3.73542e-06 0.000421154 0.00170623 0.00207842 8.22058e-05 0.000820659 0.00287312 0.0016329 0.0117633 0.0168531 0.0228491 0.00651756 0.00193606 0.00920455 0.00170068 0.00434305 0.0105928 0.000989027 0.00261851 0.00404574 0.00614837 0.00406281 -0.000535957 0.000282702 0.0209019 -0.00253119 0.00165584 -0.00106656 0.00752928 -0.000890086
internal_weight=1.32569e+06 10886 2272 2156 8614 4195 859 751 108 73 52 187 2136 67 2069 439 132 1630 788 617 364 268 842 3336 64 171 307 1222 143 818
internal_count=1325687 10886 2272 2156 8614 4195 859 751 108 73 52 187 2136 67 2069 439 132 1630 788 617 364 268 842 3336 64 171 307 1222 143 818
cat_boundaries=0 1 2
cat_threshold=514 864
is_linear=0
shrinkage=0.05


Tree=532
num_leaves=31
num_cat=0
split_feature=18 73 81 59 59 40 67 110 52 89 38 71 32 78 1 29 84 105 29 15 65 106 40 38 2 35 65 3 20 88
split_gain=0.756477 3.21029 3.42185 3.17326 3.0663 2.96035 3.00738 3.01441 3.39751 3.28456 3.76293 3.05985 2.99834 4.65641 3.74508 3.43192 2.82998 2.74996 2.63849 3.66904 2.61169 2.58974 2.54178 2.46162 4.82551 2.85195 2.71983 2.67055 2.42476 2.6033
threshold=8.0099999904632586 0.44413483142852789 333.50750732421881 277.25131225585943 70.695003509521499 12.150000095367433 3.3349999189376835 0.98357480764389049 0.66500002145767223 -0.95656245946884144 11.750000000000002 318.56846618652349 10.449999809265138 12.324999809265138 319.50000000000006 1010.4500122070314 0.83020177483558666 -0.43921816349029535 1011.2500000000001 2.7949999570846562 11.175000190734865 -0.35618484020233149 15.449999809265138 19.750000000000004 214.50000000000003 18.050000190734867 8.8450002670288104 318.50000000000006 6.5750000476837167 0.65192922949790966
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 4 -1 -3 6 18 8 9 10 -8 -11 13 -10 -14 -16 -9 -17 19 -4 21 -13 23 25 -25 28 27 -26 29 -6
right_child=-2 2 5 -5 22 -7 7 16 12 11 -12 20 14 -15 15 17 -18 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=1.1252617397361719e-05 2.0865392054184372e-05 -0.0016220278677523425 -0.0072553745650707976 0.001224565952442188 -0.00023275750126054096 -0.0066777505139570415 0.029881516087334605 0.0086316620666922923 0.01742010172456503 0.00075082485694206839 0.0026428026191535454 0.017204180162400006 -0.00014095261497163887 -0.0079547050892590336 0.017374985223567046 0.017998998682679877 -0.0023734123304724598 0.0036406136559956992 0.00044438206906477116 0.012630690680816771 0.026456746475940401 0.0031710582941741451 -0.0035497564531014759 0.0095783777644340932 0.0015280554724766103 -0.0029591356345235243 0.011529463861028062 -0.0057289867694489656 -0.0010955147690813736 0.0021576963713704042
leaf_weight=145610 1095432 4948 215 5596 57410 123 32 67 21 161 21 50 557 130 54 35 456 706 1895 26 22 96 609 182 460 1023 51 175 8362 1162
leaf_count=145610 1095432 4948 215 5596 57410 123 32 67 21 161 21 50 557 130 54 35 456 706 1895 26 22 96 609 182 460 1023 51 175 8362 1162
internal_value=3.54893e-06 -7.88337e-05 -0.000337044 5.61563e-05 -0.000419446 0.000976266 0.00118345 0.00239493 0.00332677 0.00753735 0.0190888 0.00567648 0.00225661 -0.00442576 0.00300294 0.00520564 -0.000963584 0.00431881 -0.000182305 -0.00510999 0.0103969 0.00797692 -0.000333748 -0.000305291 0.00234055 -0.000339086 0.000420314 -0.000471917 -0.000299042 -0.000185334
internal_weight=1.32569e+06 230255 79049 151206 74382 4667 4544 2408 1885 382 53 329 1503 151 1352 795 523 741 2136 241 168 146 69434 68825 868 67957 686 635 66934 58572
internal_count=1325687 230255 79049 151206 74382 4667 4544 2408 1885 382 53 329 1503 151 1352 795 523 741 2136 241 168 146 69434 68825 868 67957 686 635 66934 58572
is_linear=0
shrinkage=0.05


Tree=533
num_leaves=31
num_cat=1
split_feature=32 81 37 77 119 30 53 136 105 99 5 2 74 2 32 85 92 123 30 122 24 120 68 124 93 10 6 113 64 29
split_gain=0.704682 2.35309 1.60098 3.53936 2.98068 2.77996 3.11389 5.29518 5.12691 4.51273 3.1635 2.94591 2.76514 2.76278 2.57175 3.00148 2.64893 2.52517 2.52305 3.59596 2.44115 2.30178 5.81681 2.255 3.67262 3.04666 2.91413 2.29321 3.27466 3.06286
threshold=10.550000190734865 316.24801635742193 10.949999809265138 14.605000019073488 0.14780378341674807 1017.6499938964845 5.6549999713897714 0 -0.80987426638603199 -0.97469693422317494 11.250000000000002 358.50000000000006 0.74256107211112987 323.50000000000006 12.34999990463257 0.8592931628227235 -0.43722067773342127 -0.64942333102226246 1016.5499877929689 -0.85260769724845875 175.50000000000003 -0.36648726463317866 318.26025390625006 0.83385404944419872 -0.96957364678382862 1.8499999642372134 17.349999427795414 -0.82409480214118946 2.0649999380111699 1015.5499877929689
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 -1 3 -2 -5 17 7 8 -7 10 -9 14 -12 -10 15 -11 -16 18 19 -6 -19 -21 -23 -22 -25 -26 27 28 29 -27
right_child=2 -3 -4 4 5 6 -8 9 13 11 12 -13 -14 -15 16 -17 -18 20 -20 21 23 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-2.7937936599973895e-05 1.332840951011899e-05 -0.00060363552610560173 7.4822927923982271e-06 -0.00085252869687486073 -0.0051064323904216041 0.032582997202407572 0.0004846445692226484 0.0061414037563919319 0.000998733462765813 0.0047725034271761434 0.01179949030176633 0.016908349576547292 0.034987138118594885 0.019314849483115334 0.0073514468446373941 0.00043915162232359417 -0.011841428040497703 0.0080353619617537838 -0.0024486132882627605 0.0024772276620144249 -0.00052280938282944431 0.0044371556598925962 0.026807158832054808 -0.0066449790656247848 0.018405545674837553 0.0048542224577274818 0.01898514543781462 0.00063579110910764536 0.0028141854484682095 0.02900142292395079
leaf_weight=258556 38262 19058 992299 2193 146 30 1325 149 50 694 36 33 20 35 25 942 64 102 283 2252 4546 200 34 149 26 29 23 3512 590 24
leaf_count=258556 38262 19058 992299 2193 146 30 1325 149 50 694 36 33 20 35 25 942 64 102 283 2252 4546 200 34 149 26 29 23 3512 590 24
internal_value=3.37148e-06 -6.74592e-05 2.21331e-05 0.000282792 0.000871545 0.00111836 0.00237875 0.0035865 0.0136276 0.00291399 0.00994924 0.00211019 0.0200808 0.00854066 0.00182709 0.00227738 -0.00645017 0.000758408 0.00203743 0.00251978 0.000344194 0.00296766 0.0076875 0.000256038 0.00106942 0.00134283 0.00123665 0.00113841 0.00388363 0.0157888
internal_weight=1.32569e+06 277614 1.04807e+06 55774 17512 15319 3403 2078 115 1963 205 1758 56 85 1725 1636 89 11916 2915 2632 9001 2486 234 8899 4353 4204 4178 4155 643 53
internal_count=1325687 277614 1048073 55774 17512 15319 3403 2078 115 1963 205 1758 56 85 1725 1636 89 11916 2915 2632 9001 2486 234 8899 4353 4204 4178 4155 643 53
cat_boundaries=0 1
cat_threshold=2
is_linear=0
shrinkage=0.05


Tree=534
num_leaves=31
num_cat=0
split_feature=22 92 108 60 52 79 115 39 57 97 0 87 90 133 72 18 87 53 105 52 72 3 52 21 34 31 5 71 106 56
split_gain=0.732516 2.05903 4.09848 3.25079 2.98656 3.72047 2.76715 2.60752 5.14428 4.95754 4.53112 5.26342 3.23175 4.26333 2.83224 2.75722 2.69181 2.57542 2.52047 3.29924 2.49755 2.4333 3.99574 3.95494 3.30372 2.43196 2.41021 2.35536 2.31886 2.94704
threshold=7.3849999904632577 -0.1681781858205795 0.1348037198185921 0.57625350356102001 1.5649999976158144 0.54500001668930065 0.35019405186176306 15.750000000000002 227.91056060791018 -0.96557137370109547 4.5000000000000009 0.53584709763526928 -0.40091605484485621 1016.9500122070314 0.43339876830577856 9.5450000762939471 0.68609148263931286 1.1950000524520876 -0.96963164210319508 2.1250000000000004 0.6419661045074464 115.50000000000001 0.89499998092651378 7.7049999237060556 18.650000572204593 1010.3500061035157 4.2500000000000009 241.65911865234378 -0.99712306261062611 193.86267089843753
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 21 5 -2 28 8 9 -6 11 20 13 -13 -11 26 -14 -5 -17 27 -9 22 23 -4 -24 -21 -12 -20 29 -7
right_child=1 -3 3 17 7 6 -8 10 -10 14 15 12 16 -15 -16 18 -18 -19 19 25 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.4943642328313834e-05 -0.0052319130106092933 1.0176567903710148e-05 0.0032811364854200623 0.0050953604012530639 -0.0047016269840399715 0.018986192571285827 0.018993648231029513 0.028180221808725037 -0.00023412149059430558 -0.0067157202030768502 0.003692397900898467 0.0043581587248645989 0.0029857440695280294 0.024049028591252866 -0.00039721338363109997 -0.0011213559673616937 -0.0086884203652152804 0.0010513700354177146 0.0029593747640191989 0.0059365169029976976 0.0087183610192048105 0.00053000413103696962 -0.00087879518017585235 0.022266221260104111 0.0046757669659396768 3.6158775672119087e-05 0.020009915691999988 0.014510815819731862 0.0012800781556055142 0.0042577609184778833
leaf_weight=842508 173 414246 142 404 1429 39 25 32 10808 194 118 195 129 32 2067 2996 80 15446 114 190 34 22972 7223 34 278 2160 28 72 1256 263
leaf_count=842508 173 414246 142 404 1429 39 25 32 10808 194 118 195 129 32 2067 2996 80 15446 114 190 34 22972 7223 34 278 2160 28 72 1256 263
internal_value=3.20291e-06 5.22814e-05 0.000305306 0.000573099 -0.000249749 0.00172993 0.00249076 -0.000417866 -0.000784446 -0.00239635 0.000442116 0.0049954 0.00300343 0.00713396 -0.000939359 3.95538e-05 -0.00148284 0.00115445 -0.000139442 0.00102058 0.0181544 0.000272458 -0.000498203 0.00694871 -0.000672934 0.000513209 0.00682178 0.0074309 0.00222595 0.00615978
internal_weight=1.32569e+06 483179 68933 46499 22434 1756 1583 20678 14498 3690 6180 502 436 227 2261 5678 209 15850 5532 2536 66 30649 7677 176 7501 2350 146 186 1558 302
internal_count=1325687 483179 68933 46499 22434 1756 1583 20678 14498 3690 6180 502 436 227 2261 5678 209 15850 5532 2536 66 30649 7677 176 7501 2350 146 186 1558 302
is_linear=0
shrinkage=0.05


Tree=535
num_leaves=31
num_cat=2
split_feature=60 73 59 135 29 73 115 52 136 96 104 86 60 136 4 38 30 12 62 94 66 32 28 36 92 29 39 106 25 121
split_gain=0.771676 3.08579 3.73485 3.52585 3.51361 3.17192 2.97572 2.33143 3.56808 6.59825 3.90359 3.40868 5.31079 3.33583 4.34764 3.37118 3.65187 3.27562 3.38615 3.03228 2.99181 2.88708 2.88111 2.82851 2.97553 2.76895 2.95794 3.11797 2.71421 2.71242
threshold=0.48158860206604009 0.60784497857093822 24.033950805664066 1017.0499877929689 1008.9500122070314 0.81966903805732738 0.078456107527017607 1.0249999761581423 0 -0.99857756495475758 0.32838273048400884 0.84805449843406688 0.36292175948619848 1 13.150000095367433 9.1500000953674334 1014.9500122070314 2.185000061988831 0.27925451099872595 0.70564785599708568 5.1250000000000009 12.250000000000002 1017.2500000000001 12.750000000000002 -0.73554793000221241 1011.2500000000001 15.050000190734865 -0.990331470966339 162.50000000000003 -0.23343648016452787
decision_type=2 2 2 2 2 2 2 2 1 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 4 -3 -6 -7 8 9 29 25 12 -9 14 15 22 17 18 21 -15 -19 -17 -13 24 -23 26 28 -28 -11 -4
right_child=-2 2 7 -5 5 6 -8 11 -10 10 -12 13 -14 19 -16 16 -18 20 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1.8604950440307007e-05 6.145928182193609e-05 -0.0059903973413725853 0.0043607302686442372 0.010449557741438706 -0.001870673909234209 0.00019052249557604983 0.012663594461331258 -0.0011105067853300107 -0.00023258782505193338 0.016213897652924063 0.019922316267799875 0.0008480730845889427 -0.00016474680408596866 -0.00023969955016239547 -0.0027002026173043427 -0.0013273596893784339 -0.00023367837771267656 -0.0026638470207922347 0.0011379221699043766 -0.0021086200296012081 0.00047303358252092764 0.024598929402418437 0.011897501690184088 0.0041929627324898879 0.0058989653113083202 0.00081080150581737962 -0.0060802985010630153 0.0025394668599141158 -0.0023085021261181793 0.013665023469504871
leaf_weight=783198 370002 399 233 63 4737 1981 49 24453 24591 20 26 117 37772 27817 1124 220 12429 854 8224 2354 6914 36 119 985 52 14346 121 789 1784 118
leaf_count=783198 370002 399 233 63 4737 1981 49 24453 24591 20 26 117 37772 27817 1124 220 12429 854 8224 2354 6914 36 119 985 52 14346 121 789 1784 118
internal_value=1.48385e-07 -2.35827e-05 -0.000214875 -0.00132733 -0.00143087 -0.00116203 0.000491597 -0.000166282 0.000155377 0.000702247 0.000563243 -0.000275772 -0.000536409 -1.09649e-05 0.000352589 0.000467275 0.00042 0.000890035 0.00151189 -0.000385389 0.000128171 0.00389045 0.00641961 0.00496028 0.013549 0.000533739 -0.000930791 0.00139332 -0.00210315 0.00748867
internal_weight=1.32593e+06 955925 172727 7229 7166 6767 2030 165498 42028 17437 17086 123470 62225 61245 31074 29950 29714 17285 9517 30171 7768 1293 236 1073 88 17060 2714 910 1804 351
internal_count=1325927 955925 172727 7229 7166 6767 2030 165498 42028 17437 17086 123470 62225 61245 31074 29950 29714 17285 9517 30171 7768 1293 236 1073 88 17060 2714 910 1804 351
cat_boundaries=0 1 2
cat_threshold=819 1378
is_linear=0
shrinkage=0.05


Tree=536
num_leaves=31
num_cat=0
split_feature=60 73 59 135 29 73 115 20 23 93 67 109 31 28 135 82 2 33 36 31 133 110 133 15 73 103 40 76 106 86
split_gain=0.69644 2.78494 3.3707 3.18208 3.17103 2.86266 2.68558 2.64465 2.25027 2.90317 2.39508 2.58139 4.50618 3.02268 3.68042 2.49403 2.61468 2.81956 2.29389 2.27577 2.21909 4.13942 2.30367 2.88544 2.6094 2.37535 2.1788 2.10641 2.40616 2.07856
threshold=0.48158860206604009 0.60784497857093822 24.033950805664066 1017.0499877929689 1008.9500122070314 0.81966903805732738 0.078456107527017607 8.7750000953674334 5.6849999427795419 -0.30454362928867335 3.8850001096725468 0.79827079176902782 1014.3500061035157 1011.8500061035157 1017.2500000000001 323.55328369140631 331.50000000000006 13.34999990463257 11.150000095367433 1024.9500122070315 1016.7500000000001 0.91015931963920604 1015.4500122070314 1.1649999618530276 0.51825034618377697 0.77709701657295238 14.34999990463257 28.454999923706058 -0.60976681113243092 0.87861144542694103
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 20 3 4 7 26 -7 -3 9 10 -4 -12 13 14 -13 16 17 -14 29 -10 22 -22 -1 24 -24 -25 27 28 -6 -17
right_child=-2 2 8 -5 5 6 -8 -9 19 -11 11 12 15 -15 -16 18 -18 -19 -20 -21 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=1.7921095323890257e-05 5.8386316579035772e-05 -0.0045512433750932481 0.00041058820653675214 0.0099270797755924012 -0.0015979617383858119 0.00018099637114470094 0.012030414918589654 -0.020231036482186156 -4.4535776089507553e-05 -0.001112489023565457 -0.0014596011043809872 -0.0038532368010944793 0.022654575121899445 0.014595124636252878 0.017243437276318156 0.01492346883393251 -0.0061979801127953196 -0.0012331786609831312 -0.0069841120172949404 -0.0013002214796849763 -0.0035251463141919141 0.010436977359482595 0.018099260939224798 0.00093176557403995954 -0.0017153192646219397 0.014022717427940588 0.012657214357302741 0.00066135821694087988 -0.0044380049907551148 -0.0065167140145786107
leaf_weight=781707 370002 370 8867 63 3014 1981 49 29 135563 13024 3845 72 30 96 29 26 28 21 170 3707 773 57 54 546 24 37 26 706 991 20
leaf_count=781707 370002 370 8867 63 3014 1981 49 29 135563 13024 3845 72 30 96 29 26 28 21 170 3707 773 57 54 546 24 37 26 706 991 20
internal_value=1.40878e-07 -2.24037e-05 -0.000204132 -0.00126097 -0.00135933 -0.00110393 0.000467017 -0.00569088 -0.000157969 -0.00058282 -6.03717e-05 -0.00102325 0.00238685 0.00824243 0.00220422 -0.00152348 0.00607844 0.0128184 -0.00430381 -7.79588e-05 1.76747e-05 -0.0025663 2.0416e-05 0.00297092 0.0120025 0.00176258 -0.00177714 -0.0018568 -0.0023007 0.00560165
internal_weight=1.32593e+06 955925 172727 7229 7166 6767 2030 399 165498 26228 13204 4337 492 197 101 295 79 51 216 139270 783198 830 782368 661 78 583 4737 4711 4005 46
internal_count=1325927 955925 172727 7229 7166 6767 2030 399 165498 26228 13204 4337 492 197 101 295 79 51 216 139270 783198 830 782368 661 78 583 4737 4711 4005 46
is_linear=0
shrinkage=0.05


Tree=537
num_leaves=31
num_cat=1
split_feature=31 120 107 35 79 87 16 24 9 102 136 120 30 60 38 64 105 3 35 55 8 12 38 83 20 67 75 52 9 68
split_gain=0.678969 2.64832 5.76894 3.02859 3.62421 3.89689 4.92426 4.00303 4.2275 4.67049 4.16878 3.28053 3.12698 2.96467 3.34469 2.7827 3.05024 2.68177 2.72701 3.38937 3.27046 2.59926 2.53635 3.11889 2.55505 2.39845 4.12015 3.35793 2.5378 2.78819
threshold=1012.6499938964845 0.04361772537231446 -0.83373329043388356 13.84999990463257 5.6649999618530282 0.90648970007896434 13.344999790191652 160.50000000000003 7.6499998569488534 -0.35141919553279871 0 0.94260558485984813 1008.1499938964845 0.32603526115417486 16.849999427795414 1.235000014305115 -0.97833010554313649 194.50000000000003 15.050000190734865 1.1449999809265139 1.0500000119209292 1.3750000000000002 14.050000190734865 266.51638793945318 6.9749999046325692 4.0850000381469735 0.63701879978179943 3.2150000333786015 4.2500000000000009 270.79425048828131
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 -1 3 -3 17 6 7 -6 9 11 -11 12 -9 -14 -15 16 -16 22 20 -20 -19 -17 -5 -24 -25 -12 27 -27 29 -28
right_child=-2 2 -4 4 5 -7 -8 8 -10 10 25 -13 13 14 15 21 -18 18 19 -21 -22 -23 23 24 -26 26 28 -29 -30 -31
leaf_value=-9.6823802635738114e-06 -1.9989941088184395e-05 0.00044156566338862522 0.0001088494176538418 -0.0062462926310318939 0.024660317981257465 -0.0015782740031782953 -0.00037347173622610612 -0.01500288293413494 -0.0027724516499580292 0.0032022450307374467 0.006137407986005366 -0.010507146674596395 -0.0038769632858568675 -0.007846124627842354 0.034559358425600373 -0.0011487356278094207 0.0078605029592290522 0.02370929336291738 -0.0031327541950796935 0.00078821584568548463 0.0030030279870076879 0.017326253296050708 0.0012223239446654969 0.0087767639645321208 0.0020726396437962288 0.034611929801758382 0.013731022333022118 0.011121199306618455 0.013840218254197867 0.0024390387632770511
leaf_weight=252988 1007286 6058 52207 72 26 351 502 23 164 568 418 60 73 26 23 47 20 20 768 1952 410 32 739 355 237 32 82 29 195 164
leaf_count=252988 1007286 6058 52207 72 26 351 502 23 164 568 418 60 73 26 23 47 20 20 768 1952 410 32 739 355 237 32 82 29 195 164
internal_value=1.33834e-07 6.3749e-05 0.00034671 0.00127026 0.00194976 0.00335318 0.00405001 0.00517039 0.00491132 0.00561453 0.00676829 -3.28547e-05 0.00254279 0.00436881 0.00843598 0.0119059 0.0221413 0.00107591 0.000266054 -0.000318882 0.00396611 0.0063348 0.00289418 0.00338863 0.00609285 0.00883906 0.0112647 0.0234442 0.00958002 0.00620303
internal_weight=1.32593e+06 318641 65653 13446 7388 2835 2484 1982 1956 1792 1488 304 244 221 148 122 43 4553 3150 2720 430 79 1403 1331 592 920 502 61 441 246
internal_count=1325927 318641 65653 13446 7388 2835 2484 1982 1956 1792 1488 304 244 221 148 122 43 4553 3150 2720 430 79 1403 1331 592 920 502 61 441 246
cat_boundaries=0 1
cat_threshold=5765
is_linear=0
shrinkage=0.05


Tree=538
num_leaves=31
num_cat=0
split_feature=135 52 34 57 67 107 116 39 26 82 16 80 121 88 88 85 30 67 2 99 82 60 54 69 5 30 20 14 10 88
split_gain=0.657962 1.24686 0.809718 1.33433 0.700829 2.06088 1.75102 2.14494 3.17863 2.64659 2.61432 2.37433 3.59254 4.07693 1.76608 2.24353 2.69586 2.42524 2.56102 2.16574 3.48624 1.95454 2.41996 1.8354 1.79215 1.89166 1.67937 1.80621 1.93898 1.63739
threshold=1022.6499938964845 6.8750000000000009 15.550000190734865 208.73262023925784 36.594999313354499 -0.64459180831909169 0.30069434642791754 16.849999427795414 310.50000000000006 308.08412170410162 12.50999975204468 297.86373901367193 -0.49240480363368982 -0.8116961121559142 -0.96527764201164235 0.86738258600234996 1015.0499877929689 76.93500137329103 314.50000000000006 -0.79348096251487721 297.86555480957037 0.37288452684879309 1.6150000095367434 307.49951171875006 2.6499999761581425 1021.1499938964845 7.6349999904632577 2.0749999284744267 4.3500001430511483 0.12082643061876298
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 -1 6 -6 14 26 10 11 -10 -13 -14 15 24 17 19 -19 -17 -21 22 -18 -24 25 -8 27 -9 -29 -16
right_child=1 -3 -4 -5 5 -7 7 8 9 -11 -12 12 13 -15 29 16 21 18 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.2866352194043727e-06 -0.015581907446030527 -0.0002058703924766061 0.0059711935925642378 -0.0024785848696544958 -0.00018014267664112141 -0.00035678385625938913 0.0041540739883067276 -0.0089426137338159597 0.0024660117279451631 0.0028958398174813928 0.0020733503503988517 0.0095930396296483068 0.014567733835428955 0.046493155069183556 0.00030952931346354311 0.0016991448099013319 0.02293056268244982 0.0046525274989781557 0.026430106901184275 0.02790019062173087 0.0061759115000162663 -0.00074242389969978438 0.013434391147033735 -0.0055792246805503971 0.00017475148484093252 -0.00087267548960605346 -0.0006634670446978826 0.018639821438761108 0.0041466702079705374 -0.0041104481621729262
leaf_weight=1257764 20 2855 27 680 13099 14740 643 20 26 242 53 42 20 20 30144 319 20 27 27 20 241 436 22 30 3220 264 553 29 113 211
leaf_count=1257764 20 2855 27 680 13099 14740 643 20 26 242 53 42 20 20 30144 319 20 27 27 20 241 436 22 30 3220 264 553 29 113 211
internal_value=1.2835e-07 -0.000676609 -0.00252525 -0.00285297 1.96151e-06 0.0001626 0.000316203 0.000493157 0.00264964 0.0062008 0.0111685 0.0156319 0.0198064 0.0305304 0.000425479 0.00127048 0.00323183 0.0054064 0.0155413 0.0044628 0.00784061 0.000517902 0.00814988 0.002465 0.00072774 0.00269094 0.000648083 0.00512516 0.00710654 0.000278806
internal_weight=1.32593e+06 3582 727 700 1.32234e+06 64581 49841 36742 1118 403 161 108 82 40 35624 5269 1142 634 54 580 261 508 72 52 4127 907 715 162 142 30355
internal_count=1325927 3582 727 700 1322345 64581 49841 36742 1118 403 161 108 82 40 35624 5269 1142 634 54 580 261 508 72 52 4127 907 715 162 142 30355
is_linear=0
shrinkage=0.05


Tree=539
num_leaves=31
num_cat=1
split_feature=136 98 54 113 126 35 64 118 60 15 23 84 15 60 61 39 17 9 3 62 34 33 11 75 61 53 54 62 2 35
split_gain=0.649201 2.679 2.23794 2.36295 3.31054 2.44391 2.77116 2.41014 2.27235 2.1376 2.4768 2.5898 2.12319 2.06053 2.0499 1.98011 3.51454 2.86088 2.35726 2.62531 3.25942 2.72025 2.12746 1.87212 2.26585 2.64553 2.15752 2.63716 1.86415 1.86033
threshold=0 -0.98465248942375172 2.3249999284744267 -0.79332312941551197 0.70088258385658275 15.949999809265138 4.7149999141693124 0.7933231294155122 0.32806564867496496 1.5549999475479128 6.0850000381469735 0.71668913960456859 1.1649999618530276 0.57941663265228283 0.51068952679634105 9.0500001907348651 8.7100000381469744 17.250000000000004 308.50000000000006 0.44216558337211614 8.6500000953674334 9.6500000953674334 8.0500001907348651 0.40724393725395208 0.35108967125415808 0.62500000000000011 1.3350000381469729 0.33643651008605963 322.50000000000006 10.34999990463257
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 2 3 14 5 9 7 -7 -9 10 11 -5 -4 -6 29 16 22 18 -18 20 -20 28 -3 -11 25 -25 27 -27 -22 -1
right_child=-2 15 12 4 13 6 -8 8 -10 23 -12 -13 -14 -15 -16 -17 17 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0055022775584402748 2.5948127586914398e-05 -0.0092156741971684813 0.00077333453895459144 -0.0069606997275677256 -0.0028107536297592543 -0.0054893707164094243 0.012521938668214716 0.018879703504388178 -0.001924813882048641 -0.0074262153850002 0.00052396794883605873 0.0063573882909973671 -0.00040580711815758631 0.0069785723344243144 0.00038410056565186987 -1.5197585434875244e-05 0.00025804726570325705 -0.0096877518604742367 0.0010687177997381451 0.0046937373215603139 0.031809482666560349 0.0062383985792797423 0.00042036401181408834 -0.0091959455193808461 -0.0036215933071208138 0.004722654412034899 0.0036401523133440892 0.03009178911646207 0.014607820150974608 -0.001865030641070471
leaf_weight=382 858256 73 4424 39 944 279 29 21 35 86 423 570 27854 57 953 425991 143 32 38 241 36 31 266 26 138 20 81 21 28 4410
leaf_count=382 858256 73 4424 39 944 279 29 21 35 86 423 570 27854 57 953 425991 143 32 38 241 36 31 266 26 138 20 81 21 28 4410
internal_value=1.21932e-07 -4.72731e-05 -0.000434399 -0.0011555 4.43195e-05 0.00134519 -0.00230575 -0.00358934 0.00587688 0.00229173 0.00346306 0.00550451 -0.000244195 -0.00225332 -0.00173379 -1.02809e-05 0.00234833 0.00482012 0.00571809 0.00780576 0.0134448 0.0183953 -0.00165465 -0.000957785 0.000987268 0.00528472 0.00837076 0.0177166 0.0242838 -0.00215498
internal_weight=1.32593e+06 467671 40792 8514 2769 1768 364 335 56 1404 1032 609 32278 1001 5745 426879 888 549 517 374 133 95 339 372 286 148 122 41 64 4792
internal_count=1325927 467671 40792 8514 2769 1768 364 335 56 1404 1032 609 32278 1001 5745 426879 888 549 517 374 133 95 339 372 286 148 122 41 64 4792
cat_boundaries=0 1
cat_threshold=5187
is_linear=0
shrinkage=0.05


Tree=540
num_leaves=31
num_cat=2
split_feature=84 32 136 126 114 92 78 100 136 35 52 31 3 14 93 74 17 83 70 98 63 27 62 98 135 135 36 100 53 32
split_gain=0.818169 2.8727 3.45151 3.39907 2.74768 2.37814 2.66685 2.92681 2.67035 3.86043 4.4179 3.19109 4.22742 3.57717 3.44619 3.3979 3.28117 2.96539 2.87702 3.07582 2.86768 5.87161 4.22637 2.66661 2.78998 3.51778 2.54547 2.527 3.32675 2.6405
threshold=0.85599827766418468 17.250000000000004 0 -0.35019405186176294 -0.67556449770927418 -0.10608715936541556 9.9149999618530291 0.38071173429489141 1 12.949999809265138 5.6549999713897714 1012.5499877929689 283.50000000000006 2.0149999856948857 -0.99055543541908253 0.42344570159912115 5.4100000858306894 293.26567077636724 238.12473297119143 -0.99974840879440297 0.36514037847518926 283.50000000000006 0.26063698530197149 -0.89677846431732167 1011.4500122070314 1016.6499938964845 15.150000095367433 0.65398073196411144 1.5649999976158144 13.650000095367433
decision_type=2 2 1 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 5 3 -3 -4 6 -2 8 9 23 11 26 16 15 -15 -14 -13 -10 -17 -20 21 -16 -23 24 -8 -26 -11 28 29 -9
right_child=1 2 4 -5 -6 -7 7 27 17 10 -12 12 13 14 20 18 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=1.3485812953888598e-05 -0.00018085684447743716 0.013955372292548418 -0.0011488234259510177 -0.0056989099088904111 0.00053307654802623339 -0.00020027780080156531 4.0304939501864339e-05 -0.0006016395295912406 -0.0010506843011500453 -0.00082497916336912258 -0.00093372220691174696 0.015884192343297843 0.00069609998448979366 0.023902804414845175 0.033102628533486965 0.012352273052427969 0.00073742436549084558 0.00072055535739470433 0.020926390668111191 0.0040958712187911554 0.0024419719677191611 0.021218530360143633 0.0047142005657421892 -0.002992025885132062 0.0096270241584552798 -0.012723554931581022 0.0029769661449439641 0.00055305225346291348 0.00013466471391164028 -0.002803078531169539
leaf_weight=1084823 43347 23 8257 505 3440 121352 1166 5678 2897 878 956 37 524 36 27 138 1062 12820 28 890 156 50 173 654 147 20 883 16330 17135 1792
leaf_count=1084823 43347 23 8257 505 3440 121352 1166 5678 2897 878 956 37 524 36 27 138 1062 12820 28 890 156 50 173 654 147 20 883 16330 17135 1792
internal_value=-5.03982e-06 -8.82915e-05 -0.000835094 -0.00475274 -0.00065363 -4.84546e-05 0.000122417 0.000326304 0.000770516 0.00152467 0.00217453 0.00278319 0.00374341 0.00510007 0.00907625 0.00398774 0.00124737 0.000393825 0.0056211 0.00460922 0.00776158 0.011081 0.00841472 -0.000376994 0.000905999 0.00695031 0.00108139 7.08342e-05 -0.000249207 -0.00112975
internal_weight=1.32622e+06 241401 12225 528 11697 229176 107824 64477 23542 7825 5838 4882 3121 2022 442 1580 1099 15717 1056 918 406 250 223 1987 1333 167 1761 40935 24605 7470
internal_count=1326224 241401 12225 528 11697 229176 107824 64477 23542 7825 5838 4882 3121 2022 442 1580 1099 15717 1056 918 406 250 223 1987 1333 167 1761 40935 24605 7470
cat_boundaries=0 1 2
cat_threshold=258 2337
is_linear=0
shrinkage=0.05


Tree=541
num_leaves=31
num_cat=1
split_feature=109 15 30 39 93 0 85 37 0 86 12 24 1 72 13 64 54 52 78 101 56 62 9 80 136 87 78 97 30 23
split_gain=0.826344 2.93868 4.20144 2.87015 4.04568 4.13922 3.09256 3.14582 3.25718 2.15161 2.48888 2.32433 1.99067 1.81134 2.48367 2.03515 2.50969 3.50264 2.06698 2.14276 1.7532 1.71679 1.63348 1.5837 1.55263 1.51961 1.35365 2.051 1.47026 1.29775
threshold=-0.93930774927139271 1.1649999618530276 1009.5499877929689 12.34999990463257 -0.69440311193466175 125.50000000000001 0.72168371081352245 15.84999990463257 104.50000000000001 0.79550358653068554 1.8949999809265139 256.50000000000006 170.50000000000003 0.59397736191749584 1.6050000190734866 9.3350000381469744 5.3949999809265146 4.7550001144409189 4.7950000762939462 0.38267785310745245 191.41616821289065 0.34063349664211279 5.0499999523162851 183.70561218261722 0 0.6437649428844453 7.4249999523162851 -0.98323935270309437 1013.4500122070314 5.305000066757203
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 9 4 5 -4 7 22 -9 11 -11 -1 23 -3 15 18 -17 -18 -15 26 25 -10 -5 -7 29 -8 27 -20 -29 -22
right_child=-2 13 3 6 -6 12 20 8 21 10 -12 -13 -14 14 -16 16 17 -19 19 -21 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0054366645304429716 -9.1438838305497174e-06 -0.00092060842125643257 0.026577920574911536 -0.0036714597353532624 0.0013226796091740571 0.010361440374475459 0.0051719568786211317 0.021976571231100122 0.01429714667233261 0.0278359964329364 0.0091324367130215731 0.013059537244428482 0.021313931706827133 -0.0013661086928142159 0.00023575621424441878 0.002252393740501491 0.032663646806447233 0.0080193324875005561 0.0025522114280630498 -0.0050199719518423079 -0.003911196425838699 0.001460805098295995 0.0041669138992694891 -0.0029070670356635343 -0.002087653759766302 -0.0079152480709264918 0.0023898707757325612 0.026240342838520354 0.011059799901177657 0.0060629086847486047
leaf_weight=33 1310263 3237 36 130 242 46 26 38 37 29 46 35 20 245 10378 71 21 46 53 45 43 88 136 44 374 151 96 22 58 135
leaf_count=33 1310263 3237 36 130 242 46 26 38 37 29 46 35 20 245 10378 71 21 46 53 45 43 88 136 44 374 151 96 22 58 135
internal_value=-4.78783e-06 0.000352807 0.00232498 0.00156654 0.00528837 0.0118616 0.000319504 0.0036878 0.00915739 0.0105245 0.0163645 0.00408344 0.0070454 0.000119414 0.000424493 0.00340579 0.00880251 0.0157437 0.00197082 0.00495457 -0.00166266 0.00526036 0.00033613 0.00387461 -0.000274181 -0.00599283 0.00691463 0.0101806 0.0152344 0.0034591
internal_weight=1.32622e+06 15961 1689 1546 388 146 1158 429 163 143 75 68 110 14272 11035 657 138 67 519 274 729 125 266 90 552 177 229 133 80 178
internal_count=1326224 15961 1689 1546 388 146 1158 429 163 143 75 68 110 14272 11035 657 138 67 519 274 729 125 266 90 552 177 229 133 80 178
cat_boundaries=0 1
cat_threshold=4866
is_linear=0
shrinkage=0.05


Tree=542
num_leaves=31
num_cat=0
split_feature=94 126 64 97 113 88 112 20 28 59 72 41 107 79 4 1 2 21 72 31 96 73 70 123 114 90 69 34 52 62
split_gain=0.814497 2.63635 3.13127 4.0107 2.54602 3.6911 3.13336 3.89231 2.97362 2.50845 2.25305 3.04573 3.42699 3.1537 2.88391 2.83055 3.00896 3.99575 2.91587 2.74223 2.95221 3.07 2.87176 3.1645 2.65615 2.5109 2.75664 2.43926 2.66899 2.42502
threshold=-0.96503958106040943 0.97625884413719188 0.75499999523162853 -0.96748340129852284 -0.89490029215812672 -0.99782398343086232 0.6755644977092744 6.055000066757203 1015.2500000000001 287.23481750488287 0.56108209490776073 12.250000000000002 -0.88308706879615773 13.425000190734865 1.6500000357627871 283.50000000000006 275.50000000000006 6.6050000190734872 0.41917619109153753 1013.9500122070314 -0.80239319801330555 0.54701003432273876 308.89633178710943 -0.46173103153705591 -0.88697704672813404 0.0640145279467106 175.79909515380862 16.349999427795414 0.85500001907348644 0.2876900583505631
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 6 8 -1 -8 9 -6 14 12 -12 -14 15 25 17 -17 -19 -15 -21 22 -22 -24 -23 27 -27 -7 -29 -16
right_child=-2 2 -4 -5 5 10 7 -9 -10 -11 11 -13 13 19 29 16 -18 18 -20 20 21 24 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00094616786386843461 4.12355639200263e-06 -0.010118276143653526 -0.0026075380342037049 0.006387911723825232 0.0058235262750103859 -0.00083804755263862905 0.023895132996715671 -0.0049850717000663285 -0.00038315136545515136 0.020815899283174549 0.00077887998136180509 -0.0026706865940552258 -0.0009794291313403767 0.0011220592596484784 -0.0015001916425429319 0.01780502745084165 0.0019667401522635635 -0.0096997769890973962 0.0080331616108713783 -0.0023156658512733541 0.0029050680116947314 0.018109224131330849 0.0058891891278326511 0.032217448218060392 -0.00023330496200465978 -0.0064707956407801248 0.0043497014138021732 -0.013407620687386955 0.0032181790984118133 0.00031867648260305121
leaf_weight=9257 1264287 45 1879 202 279 1632 28 20 210 31 6780 1304 13297 4335 2084 87 339 30 102 1617 104 20 25 21 1499 64 733 25 701 15187
leaf_count=9257 1264287 45 1879 202 279 1632 28 20 210 31 6780 1304 13297 4335 2084 87 339 30 102 1617 104 20 25 21 1499 64 733 25 701 15187
internal_value=-4.54923e-06 -0.000181582 -0.00191182 0.00338071 -0.00012008 1.99419e-05 -0.000880098 0.0118617 0.00421076 0.00732276 -2.36548e-05 -0.000309191 -0.000198014 -0.000514647 0.000370985 0.00163518 0.00491783 0.00948597 0.00400295 0.000296297 -0.000793076 0.000682075 0.00750615 0.0179086 8.20299e-06 0.0010546 0.0034808 0.000234546 0.00264567 9.92033e-05
internal_weight=1.32622e+06 61937 2126 247 59811 50506 9305 48 520 310 49986 29002 27698 20918 20984 3713 558 219 132 7621 3286 1669 150 46 1519 3155 797 2358 726 17271
internal_count=1326224 61937 2126 247 59811 50506 9305 48 520 310 49986 29002 27698 20918 20984 3713 558 219 132 7621 3286 1669 150 46 1519 3155 797 2358 726 17271
is_linear=0
shrinkage=0.05


end of trees

feature_importances:
station_id=808
ground_energy_lag_1=438
pres_lag_12=368
ground_quality_lag_1=292
ground_dir_lag_1=241
ground_dir_sin_lag_1=235
wtmp_lag_12=222
pres_lag_6=221
atmp_lag_12=221
mid_energy_lag_12=213
wind_energy_lag_12=213
mid_quality_lag_1=210
wvht_lag_1=201
ground_dir_cos_lag_1=201
wtmp_lag_6=195
ground_dir_lag_3=191
pres_lag_1=189
wtmp_lag_1=187
ground_quality_lag_3=186
ground_energy_lag_3=178
ground_energy_lag_12=176
ground_dir_sin_lag_3=176
atmp_lag_1=175
mid_energy_lag_1=174
wspd_lag_1=170
dpd_lag_1=169
mid_quality_lag_12=167
ground_energy_lag_6=162
apd_lag_1=157
atmp_lag_6=154
wind_quality_lag_6=152
ground_dir_sin_lag_6=150
mid_dir_lag_1=148
pres_lag_3=146
ground_dir_sin_lag_12=143
gst_lag_1=139
mid_energy_lag_6=138
mid_energy_lag_3=137
wind_dir_lag_12=137
ground_quality_lag_12=132
apd_lag_12=131
wind_quality_lag_3=131
wind_dir_sin_lag_12=130
ground_dir_cos_lag_3=129
wind_energy_lag_1=128
ground_dir_lag_6=127
atmp_lag_3=126
mwd_sin_lag_1=125
wind_quality_lag_12=124
mid_quality_lag_3=122
wind_quality_lag_1=119
wind_energy_lag_6=118
wind_dir_lag_6=118
ground_quality_lag_6=117
ground_dir_cos_lag_6=117
wdir_sin_lag_6=117
mid_dir_sin_lag_12=116
dpd_lag_12=113
wtmp_lag_3=113
wvht_lag_12=111
mid_quality_lag_6=111
wind_dir_lag_1=111
dpd_lag_6=110
mwd_lag_1=110
wspd_lag_12=108
dpd_lag_3=108
wind_energy_lag_3=108
mid_dir_sin_lag_6=108
wdir_sin_lag_12=108
ground_dir_lag_12=107
apd_lag_6=106
mwd_sin_lag_3=106
wdir_sin_lag_1=105
mid_dir_lag_12=104
wdir_sin_lag_3=104
wdir_lag_6=103
mid_dir_sin_lag_1=103
apd_lag_3=102
wdir_lag_1=101
mid_dir_sin_lag_3=101
wind_dir_cos_lag_3=101
wind_dir_cos_lag_1=100
wvht_lag_3=96
mid_dir_lag_3=96
ground_dir_cos_lag_12=96
wdir_cos_lag_1=95
wvht_lag_6=94
wind_dir_lag_3=94
wind_dir_cos_lag_12=94
wdir_lag_12=93
wdir_cos_lag_12=92
dewp_lag_12=89
mwd_cos_lag_1=89
wind_dir_sin_lag_6=88
mwd_lag_6=87
wind_dir_cos_lag_6=87
gst_lag_3=82
mid_dir_cos_lag_1=82
mid_dir_cos_lag_3=82
mwd_lag_12=81
mwd_sin_lag_12=81
wind_dir_sin_lag_1=77
mwd_lag_3=75
mwd_sin_lag_6=75
wdir_cos_lag_6=73
gst_lag_12=72
wspd_lag_3=71
dewp_lag_1=71
mid_dir_lag_6=71
wspd_lag_6=70
mid_dir_cos_lag_12=70
wdir_lag_3=69
wind_dir_sin_lag_3=69
gst_lag_6=68
mid_dir_cos_lag_6=65
bar_lag_1=65
wdir_cos_lag_3=62
dewp_lag_3=57
mwd_cos_lag_3=54
dewp_lag_6=52
mwd_cos_lag_6=48
mwd_cos_lag_12=45
bar_lag_6=43
bar_lag_12=38
bar_lag_3=30
wd_lag_12=11
wd_lag_6=9
wd_lag_1=7
wd_lag_3=6

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"]]